{"generatedAt":"2026-10-03","departments":[{"slug":"marketing","name":"Marketing","blurb":"Getting the right people to find out you exist.","tasks":[{"slug":"ad-account-audit","name":"Ad account audit","blurb":"Find the wasted spend before the next invoice.","group":"Paid","n":18},{"slug":"run-search-ads","name":"Search ads","blurb":"","group":"Paid","n":18},{"slug":"run-social-ads","name":"Social & retail ads","blurb":"","group":"Paid","n":56},{"slug":"keyword-research","name":"SEO & keywords","blurb":"","group":"Organic","n":204},{"slug":"get-cited-by-ai","name":"AI search (AEO)","blurb":"AEO, GEO, LLMO — being the source the model quotes.","group":"Organic","n":27},{"slug":"app-store-listing","name":"App store (ASO)","blurb":"","group":"Organic","n":6},{"slug":"write-landing-copy","name":"Landing page copy","blurb":"","group":"Organic","n":50},{"slug":"manage-social","name":"Posting & scheduling","blurb":"Calendars, queues, and posting once to every platform.","group":"Social","n":103},{"slug":"sell-live","name":"Livestream selling","blurb":"Selling on the platform itself: live shows, carts, codes.","group":"Social","n":1},{"slug":"partner-influencer","name":"Partners & influencers","blurb":"","group":"Social","n":14},{"slug":"run-affiliate","name":"Affiliate programs","blurb":"Other people sell for you, and get paid per sale.","group":"Social","n":16},{"slug":"grow-community","name":"Community & events","blurb":"","group":"Social","n":24},{"slug":"write-email-sequence","name":"Email sequences","blurb":"","group":"Lifecycle","n":40},{"slug":"define-brand","name":"Brand voice","blurb":"","group":"Brand & PR","n":42},{"slug":"run-pr","name":"PR & reputation","blurb":"","group":"Brand & PR","n":7},{"slug":"plan-marketing","name":"Marketing strategy","blurb":"Which channels, how much budget, and what runs first.","group":"Measure & plan","n":14},{"slug":"measure-marketing","name":"Attribution","blurb":"Attribution, funnels, and the half of the budget that did nothing.","group":"Measure & plan","n":17},{"slug":"run-experiment","name":"A/B testing","blurb":"","group":"Measure & plan","n":20}],"n":677},{"slug":"media","name":"Content creator","blurb":"Making things people watch, read and subscribe to — and getting paid for them.","tasks":[{"slug":"edit-long","name":"Long-form editing","blurb":"Long cuts: podcasts, interviews, 10-40 minute videos, multicam.","group":"Video","n":1},{"slug":"edit-short","name":"Short-form editing","blurb":"Vertical clips, 15-60 seconds: fast cuts, on-screen text, beat-matched.","group":"Video","n":6},{"slug":"make-video","name":"Video production","blurb":"Producing the footage — shot for real or generated.","group":"Video","n":36},{"slug":"edit-media","name":"Photo & audio","blurb":"Photos, audio, colour, and getting the file into the right format.","group":"Video","n":1},{"slug":"make-thumbnail","name":"Thumbnails & covers","blurb":"The image that decides whether anyone clicks.","group":"Video","n":5},{"slug":"caption-subtitle","name":"Captions & subs","blurb":"Subtitles, transcripts, dubbing, and other languages.","group":"Video","n":8},{"slug":"make-portrait","name":"Portraits & people","blurb":"People: portraits, selfies, candid shots, ID photos.","group":"Image","n":51},{"slug":"make-photo","name":"Photo styles","blurb":"Describing a photo: light, lens, film stock, mood.","group":"Image","n":64},{"slug":"make-render","name":"3D & renders","blurb":"3D: characters, models, dioramas, product renders.","group":"Image","n":23},{"slug":"make-art","name":"Illustration & art","blurb":"Drawn and painted: comics, digital art, art styles.","group":"Image","n":58},{"slug":"fix-image","name":"Image cleanup","blurb":"Fixing an existing image: background removal, restoration, upscaling, retouch.","group":"Image","n":1},{"slug":"script-long","name":"Long-form scripts","blurb":"Scripts for long video: the open, the through-line, the close.","group":"Script","n":4},{"slug":"script-short","name":"Short scripts & hooks","blurb":"Scripts for 15-60 second video: the first three seconds, one idea, one payoff.","group":"Script","n":17},{"slug":"post-platform","name":"Platform posts","blurb":"Each platform reads differently: X is tight, LinkedIn runs long, Threads is casual.","group":"Writing","n":25},{"slug":"write-article","name":"Blog & articles","blurb":"Longer reads: blog posts, essays, deep dives.","group":"Writing","n":39},{"slug":"edit-writing","name":"Editing & polish","blurb":"Tightening it up until it sounds like a person wrote it.","group":"Writing","n":21},{"slug":"grow-channel","name":"Channel growth","blurb":"Titles, packaging and the numbers behind whether a channel grows.","group":"Channel","n":8},{"slug":"earn-from-content","name":"Sponsors & memberships","blurb":"Turning an audience into income: brand deals, members, paid posts.","group":"Channel","n":3},{"slug":"make-podcast","name":"Podcast & newsletter","blurb":"The two formats people subscribe to rather than scroll past.","group":"Writing","n":16},{"slug":"plan-content","name":"Content planning","blurb":"What goes out, when, and where.","group":"Writing","n":18},{"slug":"repurpose-content","name":"Repurposing","blurb":"One shoot, ten posts.","group":"Writing","n":4}],"n":409},{"slug":"sales","name":"Sales","blurb":"Turning interest into signed, paid business.","tasks":[{"slug":"build-lead-list","name":"Lead lists","blurb":"","group":"","n":36},{"slug":"find-prospect-data","name":"Company & contact data","blurb":"Finding the company, the person, and a way to reach them.","group":"","n":38},{"slug":"spot-buying-signals","name":"Buying signals","blurb":"Knowing who is about to buy, not just who exists.","group":"","n":9},{"slug":"run-dropship","name":"Dropshipping & POD","blurb":"Selling without holding stock: sourcing, suppliers, print-on-demand, fulfilment.","group":"","n":2},{"slug":"write-outreach","name":"Outreach & follow-up","blurb":"","group":"","n":7},{"slug":"build-proposal","name":"Proposals & decks","blurb":"","group":"","n":28},{"slug":"set-pricing","name":"Pricing & offers","blurb":"","group":"","n":44},{"slug":"run-pipeline","name":"Pipeline & forecast","blurb":"","group":"","n":31},{"slug":"sell-online","name":"Storefront & listings","blurb":"","group":"","n":22}],"n":217},{"slug":"support","name":"Customer support","blurb":"Keeping the customers you already paid to get.","tasks":[{"slug":"triage-tickets","name":"Ticket triage","blurb":"","group":"","n":5},{"slug":"write-help-docs","name":"Help docs","blurb":"","group":"","n":1},{"slug":"onboard-customer","name":"Customer onboarding","blurb":"","group":"","n":8},{"slug":"stop-churn","name":"Churn & renewals","blurb":"","group":"","n":15},{"slug":"read-feedback","name":"Feedback analysis","blurb":"","group":"","n":4}],"n":33},{"slug":"product","name":"Product","blurb":"Deciding what to build, and what to leave out.","tasks":[{"slug":"write-spec","name":"Specs & PRDs","blurb":"","group":"","n":39},{"slug":"plan-roadmap","name":"Roadmap & priorities","blurb":"","group":"","n":263},{"slug":"research-users","name":"User research","blurb":"","group":"","n":40},{"slug":"deep-research","name":"Deep research","blurb":"Dig into one question: read the sources, cross-check, write the conclusion.","group":"","n":11},{"slug":"size-market","name":"Market sizing","blurb":"","group":"","n":26},{"slug":"study-competitors","name":"Competitor research","blurb":"","group":"","n":53},{"slug":"pressure-test","name":"Decision checks","blurb":"Pre-mortems, what-ifs, and the angle nobody raised.","group":"","n":28},{"slug":"plan-launch","name":"Launch planning","blurb":"","group":"","n":62}],"n":522},{"slug":"design","name":"Design","blurb":"How it looks, and whether it works when someone uses it.","tasks":[{"slug":"design-interface","name":"Interface design","blurb":"","group":"","n":54},{"slug":"map-flow","name":"User flows","blurb":"","group":"","n":20},{"slug":"fix-accessibility","name":"Accessibility","blurb":"","group":"","n":22},{"slug":"make-graphics","name":"Graphics & banners","blurb":"","group":"","n":23},{"slug":"build-deck","name":"Decks & layouts","blurb":"","group":"","n":26},{"slug":"critique-design","name":"Design critique","blurb":"","group":"","n":6}],"n":151},{"slug":"engineering","name":"Development","blurb":"Building the thing — writing it, reviewing it, shipping it.","tasks":[{"slug":"ui-components","name":"UI components","blurb":"","group":"Frontend","n":12},{"slug":"styling","name":"Styling & layout","blurb":"","group":"Frontend","n":28},{"slug":"web-framework","name":"Web frameworks","blurb":"","group":"Frontend","n":14},{"slug":"mobile","name":"Mobile apps","blurb":"","group":"Frontend","n":12},{"slug":"services","name":"Services & APIs","blurb":"","group":"Backend","n":104},{"slug":"jobs-queues","name":"Jobs & queues","blurb":"","group":"Backend","n":8},{"slug":"lang-patterns","name":"Language patterns","blurb":"The idioms of one language: Python, Rust, Bash, Go.","group":"Backend","n":60},{"slug":"work-database","name":"Databases","blurb":"","group":"Backend","n":10},{"slug":"shape-architecture","name":"Architecture","blurb":"","group":"Backend","n":45},{"slug":"review-code","name":"Code review","blurb":"","group":"Quality","n":27},{"slug":"write-tests","name":"Testing","blurb":"","group":"Quality","n":27},{"slug":"debug","name":"Debugging","blurb":"","group":"Quality","n":28},{"slug":"ship-release","name":"CI/CD & releases","blurb":"","group":"Ship & run","n":28},{"slug":"run-infra","name":"Cloud & infra","blurb":"","group":"Ship & run","n":39},{"slug":"watch-production","name":"Monitoring","blurb":"","group":"Ship & run","n":61},{"slug":"secure-it","name":"Security","blurb":"","group":"Ship & run","n":47},{"slug":"build-pipeline","name":"Data pipelines","blurb":"","group":"Data & AI","n":9},{"slug":"tune-model","name":"Models & evals","blurb":"","group":"Data & AI","n":26},{"slug":"build-agent","name":"Agents & MCP","blurb":"","group":"Data & AI","n":56},{"slug":"write-dev-docs","name":"Developer docs","blurb":"","group":"Quality","n":19}],"n":660},{"slug":"data","name":"Data & analytics","blurb":"Turning what happened into a number someone can act on.","tasks":[{"slug":"build-report","name":"Reports & dashboards","blurb":"","group":"","n":41},{"slug":"analyse-data","name":"Data analysis","blurb":"","group":"","n":16},{"slug":"tell-data-story","name":"Data storytelling","blurb":"","group":"","n":2},{"slug":"scrape-web","name":"Scraping & extraction","blurb":"Pulling structured data out of pages that offer no API.","group":"Collect","n":13}],"n":72},{"slug":"science","name":"Science","blurb":"Lab work, datasets and papers — the jobs a researcher finishes.","tasks":[{"slug":"analyse-omics","name":"Genomics & omics","blurb":"Reads, counts and cells — from raw sequencing to a result you can defend.","group":"Life sciences","n":26},{"slug":"model-biology","name":"Molecules & structures","blurb":"Docking, folding and the shape of the thing you are studying.","group":"Life sciences","n":14},{"slug":"run-clinical","name":"Clinical & trials","blurb":"Protocols, patient data and the reports regulators read.","group":"Life sciences","n":8},{"slug":"study-physical","name":"Physics & astronomy","blurb":"Signals, spectra and sky surveys.","group":"Physical sciences","n":10},{"slug":"handle-research-data","name":"Research data","blurb":"Getting the dataset clean, documented and reusable.","group":"Practice","n":21},{"slug":"write-paper","name":"Papers & citations","blurb":"The literature going in, and the manuscript coming out.","group":"Practice","n":21}],"n":100},{"slug":"finance","name":"Finance","blurb":"Where the money is, where it went, and whether it lasts.","tasks":[{"slug":"model-cash","name":"Cash & budget","blurb":"","group":"","n":36},{"slug":"do-books","name":"Bookkeeping","blurb":"","group":"","n":18},{"slug":"trade-model","name":"Trading models","blurb":"","group":"","n":14}],"n":68},{"slug":"legal","name":"Legal & compliance","blurb":"The paperwork that decides whether you keep what you built.","tasks":[{"slug":"draft-contract","name":"Contracts","blurb":"","group":"","n":10},{"slug":"file-ip","name":"Patents & IP","blurb":"","group":"","n":8},{"slug":"check-licence","name":"Licences","blurb":"","group":"","n":1},{"slug":"meet-regulation","name":"Regulation & privacy","blurb":"","group":"","n":16}],"n":35},{"slug":"people","name":"People & hiring","blurb":"Finding them, keeping them, and telling them the truth.","tasks":[{"slug":"hire","name":"Hiring","blurb":"","group":"","n":8},{"slug":"find-job","name":"Job hunting","blurb":"The other side of the table: finding roles, CVs, applications.","group":"","n":24},{"slug":"train-team","name":"Training","blurb":"","group":"","n":7}],"n":39},{"slug":"operations","name":"Operations","blurb":"The plumbing: process, projects, and the week itself.","tasks":[{"slug":"document-process","name":"Process docs","blurb":"","group":"","n":19},{"slug":"automate-workflow","name":"Workflow automation","blurb":"","group":"","n":34},{"slug":"run-project","name":"Project management","blurb":"","group":"","n":6},{"slug":"write-clearly","name":"Clear writing","blurb":"","group":"","n":11},{"slug":"keep-notes","name":"Notes & knowledge","blurb":"","group":"","n":16},{"slug":"plan-week","name":"Planning the work","blurb":"","group":"","n":6}],"n":92}],"skills":[{"slug":"brainstorming","kind":"skill","name":"Brainstorming Ideas Into Designs","tagline":"You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.","author":"obra","license":"MIT","stars":289792,"dept":"design","deptName":"Design","task":"design/critique-design","taskName":"Design critique","hay":"brainstorming ideas into designs you must use this before any creative work - creating features, building components, adding functionality, or modifying behavior. explores user intent, requirements and design before implementation. brainstorming design & ui "},{"slug":"receiving-code-review","kind":"skill","name":"Code Review Reception","tagline":"Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation","author":"obra","license":"MIT","stars":289792,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"code review reception use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation receiving-code-review coding "},{"slug":"to-questionnaire","kind":"skill","name":"To questionnaire","tagline":"Tell us who you need answers from and what you're missing; get back a clean form you send them to fill in.","author":"mattpocock","license":"MIT","stars":267278,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"to questionnaire tell us who you need answers from and what you're missing; get back a clean form you send them to fill in. to-questionnaire business & ops there's stuff i need to know that only one other person can tell me, and every time i email them i forget half my questions or word them badly. i end up going back and forth for a week instead of getting clear answers in one shot."},{"slug":"writing-beats","kind":"skill","name":"Turn a pile of notes into an article","tagline":"Hand over your messy notes, transcripts and half-thoughts on a topic, and get back a finished article that flows from one point to the next.","author":"mattpocock","license":"MIT","stars":267278,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"turn a pile of notes into an article hand over your messy notes, transcripts and half-thoughts on a topic, and get back a finished article that flows from one point to the next. writing-beats content & docs you have a folder full of notes, voice memos and scribbles about something you know cold, but every time you sit down to write it up it comes out as a jumble. you know there's a good piece in there, you just can't get it to flow from start to finish."},{"slug":"academy-guide","kind":"skill","name":"Academy guide","tagline":"Stop and check this skill before finishing any reply to a question about how to use Claude or a Claude product — it recommends matching courses, tutorials, and use cases from Claude Academy (academy.claude.com), Anthropic's learning hub. Trigger on: \"how do I\", \"how can I\", \"getting started with\", \"what can Claude do\", \"teach me\", \"learn to use\"; questions about artifacts, projects, skills, plugins, connectors, MCP; requests about rolling Claude out to a team, class, or organization; and any ask for training materials, onboarding content, or learning resources. Use it when the user is learning how to use a feature or product — not when they are mid-task and just want the task done. This skill composes with other skills: after consulting product documentation to answer how a Claude feature works, also check here for a matching course or tutorial — a docs-grounded answer and an Academy recommendation belong together. Only recommend on a strong match; never invent Academy content.","author":"anthropics","license":"Apache-2.0","stars":177518,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"academy guide stop and check this skill before finishing any reply to a question about how to use claude or a claude product — it recommends matching courses, tutorials, and use cases from claude academy (academy.claude.com), anthropic's learning hub. trigger on: \"how do i\", \"how can i\", \"getting started with\", \"what can claude do\", \"teach me\", \"learn to use\"; questions about artifacts, projects, skills, plugins, connectors, mcp; requests about rolling claude out to a team, class, or organization; and any ask for training materials, onboarding content, or learning resources. use it when the user is learning how to use a feature or product — not when they are mid-task and just want the task done. this skill composes with other skills: after consulting product documentation to answer how a claude feature works, also check here for a matching course or tutorial — a docs-grounded answer and an academy recommendation belong together. only recommend on a strong match; never invent academy content. academy-guide business & ops "},{"slug":"algorithmic-art","kind":"skill","name":"Algorithmic art","tagline":"Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.","author":"anthropics","license":"Apache-2.0","stars":177518,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"algorithmic art creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. create original algorithmic art rather than copying existing artists' work to avoid copyright violations. algorithmic-art uncategorised "},{"slug":"brand-guidelines-anthropics","kind":"skill","name":"Brand Guidelines","tagline":"Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.","author":"anthropics","license":"Apache-2.0","stars":177518,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"brand guidelines applies anthropic's official brand colors and typography to any sort of artifact that may benefit from having anthropic's look-and-feel. use it when brand colors or style guidelines, visual formatting, or company design standards apply. brand-guidelines-anthropics uncategorised "},{"slug":"explain-it-like-i-built-it-technical-documentation-for-non-technical-founders","kind":"prompt","name":"\"Explain It Like I Built It\"  Technical Documentation for Non-Technical Founders","tagline":"A prompt system for generating plain-language project documentation. This prompt generates a [FORME].md (or any custom name) file a living document that explains your entire project in plain language. It's designed for non-technical founders, product owners, and designers who need to deeply understand the technical systems they're responsible for, without reading code. The document doesn't dumb things down. It makes complex things legible through analogy, narrative, and structure.","author":"Nureddin Gökbey İnaç","license":"CC0-1.0","stars":170933,"dept":"operations","deptName":"Operations","task":"operations/write-clearly","taskName":"Clear writing","hay":"\"explain it like i built it\"  technical documentation for non-technical founders a prompt system for generating plain-language project documentation. this prompt generates a [forme].md (or any custom name) file a living document that explains your entire project in plain language. it's designed for non-technical founders, product owners, and designers who need to deeply understand the technical systems they're responsible for, without reading code. the document doesn't dumb things down. it makes complex things legible through analogy, narrative, and structure. explain-it-like-i-built-it-technical-documentation-for-non-technical-founders coding "},{"slug":"how-it-works-educational-dioramas","kind":"prompt","name":"“How It Works” Educational Dioramas","tagline":"Create a clear, 45° top-down isometric miniature 3D educational diorama explaining [PROCESS / CONCEPT].","author":"Huss-Alamodi","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"“how it works” educational dioramas create a clear, 45° top-down isometric miniature 3d educational diorama explaining [process / concept]. how-it-works-educational-dioramas creator "},{"slug":"what-will-2026-bring-you","kind":"prompt","name":"2026 Size Neler getirecek","tagline":"Yüklenen ve Doğum bilgileri girilen görselin Astrolojik 2026 yılı","author":"Ali Aydınlı","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"2026 size neler getirecek yüklenen ve doğum bilgileri girilen görselin astrolojik 2026 yılı what-will-2026-bring-you creator "},{"slug":"phase-2-playbook-foundation-scaffolding","kind":"agent","name":"⚙️ Phase 2 Playbook — Foundation & Scaffolding","tagline":"> Duration: 3-5 days | Agents: 6 | Gate Keepers: DevOps Automator + Evidence Collector","author":"msitarzewski","license":"MIT","stars":154023,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"⚙️ phase 2 playbook — foundation & scaffolding > duration: 3-5 days | agents: 6 | gate keepers: devops automator + evidence collector phase-2-playbook-foundation-scaffolding business & ops "},{"slug":"nexus-quick-start-guide","kind":"agent","name":"⚡ NEXUS Quick-Start Guide","tagline":"> Get from zero to orchestrated multi-agent pipeline in 5 minutes.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"⚡ nexus quick-start guide > get from zero to orchestrated multi-agent pipeline in 5 minutes. nexus-quick-start-guide business & ops "},{"slug":"nexus-network-of-experts-unified-in-strategy","kind":"agent","name":"🌐 NEXUS — Network of EXperts, Unified in Strategy","tagline":"> NEXUS transforms The Agency's independent AI specialists into a synchronized intelligence network. This is not a prompt collection — it…","author":"msitarzewski","license":"MIT","stars":154023,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"🌐 nexus — network of experts, unified in strategy > nexus transforms the agency's independent ai specialists into a synchronized intelligence network. this is not a prompt collection — it… nexus-network-of-experts-unified-in-strategy business & ops "},{"slug":"thinking-out-loud","kind":"skill","name":"Turn your rambling notes into a clear brief","tagline":"Paste your messy brain-dump or voice-note and get back a tidy brief: your goal, your decisions, what you changed your mind about, and the guesses you need to correct.","author":"Shubham Saboo","license":"Apache-2.0","stars":139352,"dept":"operations","deptName":"Operations","task":"operations/write-clearly","taskName":"Clear writing","hay":"turn your rambling notes into a clear brief paste your messy brain-dump or voice-note and get back a tidy brief: your goal, your decisions, what you changed your mind about, and the guesses you need to correct. thinking-out-loud business & ops i think out loud in half-finished sentences and change my mind halfway through, so whoever picks it up fills the gaps their own way and runs with it. by the time i see the result, it's built on a misunderstanding i never got the chance to catch."},{"slug":"banner-design","kind":"skill","name":"Banner Design - Multi-Format Creative Banner System","tagline":"Tell us what your banner is for and what it should say, and get back polished, ready-to-post cover and ad images sized correctly for each platform.","author":"claudekit","license":"MIT","stars":129643,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"banner design - multi-format creative banner system tell us what your banner is for and what it should say, and get back polished, ready-to-post cover and ad images sized correctly for each platform. banner-design content & docs i need a decent-looking facebook cover and some ad banners but i'm not a designer and canva takes me forever. everything i make ends up looking off or the wrong size for where it goes."},{"slug":"shadcn","kind":"skill","name":"shadcn/ui","tagline":"Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI, including chat interfaces. Provides project context, component docs, and usage examples. Applies when working with shadcn/ui, component registries, presets, --preset codes, or any project with a components.json file. Also triggers for \"shadcn init\", \"create an app with --preset\", or \"switch to --preset\".","author":"shadcn-ui","license":"MIT","stars":124495,"dept":"engineering","deptName":"Development","task":"engineering/ui-components","taskName":"UI components","hay":"shadcn/ui manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing ui, including chat interfaces. provides project context, component docs, and usage examples. applies when working with shadcn/ui, component registries, presets, --preset codes, or any project with a components.json file. also triggers for \"shadcn init\", \"create an app with --preset\", or \"switch to --preset\". shadcn coding "},{"slug":"api-and-interface-design","kind":"skill","name":"API and interface design","tagline":"Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts between modules, or establishing boundaries between frontend and backend.","author":"addyosmani","license":"MIT","stars":98724,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"api and interface design guides stable api and interface design. use when designing apis, module boundaries, or any public interface. use when creating rest or graphql endpoints, defining type contracts between modules, or establishing boundaries between frontend and backend. api-and-interface-design coding "},{"slug":"browser-testing-with-devtools","kind":"skill","name":"Browser testing with devtools","tagline":"Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance, or verify visual output with real runtime data. Requires the chrome-devtools MCP server to be configured.","author":"addyosmani","license":"MIT","stars":98724,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"browser testing with devtools tests in real browsers via chrome devtools mcp. use when building or debugging anything that runs in a browser. use when you need to inspect the dom, capture console errors, analyze network requests, profile performance, or verify visual output with real runtime data. requires the chrome-devtools mcp server to be configured. browser-testing-with-devtools coding "},{"slug":"ci-cd-and-automation","kind":"skill","name":"CI/CD and Automation","tagline":"Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI, or establish deployment strategies.","author":"addyosmani","license":"MIT","stars":98724,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"ci/cd and automation automates ci/cd pipeline setup. use when setting up or modifying build and deployment pipelines. use when you need to automate quality gates, configure test runners in ci, or establish deployment strategies. ci-cd-and-automation infrastructure & ops "},{"slug":"openclaw","kind":"skill","name":"Claude-Mem OpenClaw Plugin — Setup Guide","tagline":"This guide walks through setting up the claude-mem plugin on an OpenClaw gateway. By the end, your agents will have persistent memory…","author":"thedotmack","license":"Apache-2.0","stars":95043,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"claude-mem openclaw plugin — setup guide this guide walks through setting up the claude-mem plugin on an openclaw gateway. by the end, your agents will have persistent memory… openclaw uncategorised "},{"slug":"browser","kind":"skill","name":"Browser Automation Skill","tagline":"Web browser automation with AI-optimized snapshots for claude-flow agents","author":"ruvnet","license":"MIT","stars":94702,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"browser automation skill web browser automation with ai-optimized snapshots for claude-flow agents browser coding "},{"slug":"everything","kind":"agent","name":"Everything MCP Server","tagline":"This MCP server attempts to exercise all the features of the MCP protocol. It is not intended to be a useful server, but rather a test…","author":"modelcontextprotocol","license":"MIT","stars":90538,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"everything mcp server this mcp server attempts to exercise all the features of the mcp protocol. it is not intended to be a useful server, but rather a test… everything content & docs "},{"slug":"fetch","kind":"agent","name":"Fetch MCP Server","tagline":"A Model Context Protocol server that provides web content fetching capabilities. This server enables LLMs to retrieve and process content…","author":"modelcontextprotocol","license":"MIT","stars":90538,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"fetch mcp server a model context protocol server that provides web content fetching capabilities. this server enables llms to retrieve and process content… fetch data & ai "},{"slug":"filesystem","kind":"agent","name":"Filesystem MCP Server","tagline":"Node.js server implementing Model Context Protocol (MCP) for filesystem operations.","author":"modelcontextprotocol","license":"MIT","stars":90538,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"filesystem mcp server node.js server implementing model context protocol (mcp) for filesystem operations. filesystem data & ai "},{"slug":"impeccable","kind":"skill","name":"Impeccable","tagline":"Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface. Covers websites, landing pages, dashboards, product UI, app shells, components, forms, settings, onboarding, and empty states. Handles UX review, visual hierarchy, information architecture, cognitive load, accessibility, performance, responsive behavior, theming, anti-patterns, typography, fonts, spacing, layout, alignment, color, motion, micro-interactions, UX copy, error states, edge cases, i18n, and reusable design systems or tokens. Also use for bland designs that need to become bolder or more delightful, loud designs that should become quieter, live browser iteration on UI elements, or ambitious visual effects that should feel technically extraordinary. Not for backend-only or non-UI tasks.","author":"pbakaus","license":"Apache-2.0","stars":70389,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"impeccable use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface. covers websites, landing pages, dashboards, product ui, app shells, components, forms, settings, onboarding, and empty states. handles ux review, visual hierarchy, information architecture, cognitive load, accessibility, performance, responsive behavior, theming, anti-patterns, typography, fonts, spacing, layout, alignment, color, motion, micro-interactions, ux copy, error states, edge cases, i18n, and reusable design systems or tokens. also use for bland designs that need to become bolder or more delightful, loud designs that should become quieter, live browser iteration on ui elements, or ambitious visual effects that should feel technically extraordinary. not for backend-only or non-ui tasks. impeccable design & ui "},{"slug":"context7","kind":"agent","name":"Context7","tagline":"Pulls up-to-date, version-specific library docs and code examples into the prompt so the AI stops inventing old APIs.","author":"upstash","license":"MIT","stars":62297,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"context7 pulls up-to-date, version-specific library docs and code examples into the prompt so the ai stops inventing old apis. context7 coding "},{"slug":"context7-docs","kind":"skill","name":"Context7 Documentation Lookup","tagline":"Fetch up-to-date documentation and code examples for any library, framework, SDK, CLI tool, or cloud service. Use whenever the user asks about a specific library — even well-known ones like React, Next.js, Prisma, Express, Tailwind, Django, or Spring Boot — because training data may not reflect recent API changes or version updates. Always use for: API syntax questions, configuration options, version migration issues, \"how do I\" questions mentioning a library name, debugging that involves library-specific behavior, setup instructions, and CLI tool usage. Use even when you think you know the answer. Do not rely on training data for API details, signatures, or configuration options — they are frequently out of date. Prefer this over web search for library documentation.","author":"upstash","license":"MIT","stars":62297,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"context7 documentation lookup fetch up-to-date documentation and code examples for any library, framework, sdk, cli tool, or cloud service. use whenever the user asks about a specific library — even well-known ones like react, next.js, prisma, express, tailwind, django, or spring boot — because training data may not reflect recent api changes or version updates. always use for: api syntax questions, configuration options, version migration issues, \"how do i\" questions mentioning a library name, debugging that involves library-specific behavior, setup instructions, and cli tool usage. use even when you think you know the answer. do not rely on training data for api details, signatures, or configuration options — they are frequently out of date. prefer this over web search for library documentation. context7-docs coding "},{"slug":"context7-mcp","kind":"skill","name":"Context7 MCP","tagline":"This skill should be used when the user asks about libraries, frameworks, API references, or needs code examples. Activates for setup questions, code generation involving libraries, or mentions of specific frameworks like React, Vue, Next.js, Prisma, Supabase, etc.","author":"upstash","license":"MIT","stars":62297,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"context7 mcp this skill should be used when the user asks about libraries, frameworks, api references, or needs code examples. activates for setup questions, code generation involving libraries, or mentions of specific frameworks like react, vue, next.js, prisma, supabase, etc. context7-mcp coding "},{"slug":"humanizer-blader","kind":"skill","name":"humanizer","tagline":"Rewrite AI-sounding text so it reads like the writer without changing what it says. Use when editing or reviewing prose for AI tells: not-X-but-Y contrasts, one-line closers, staged openers, forced triads, dashes everywhere, inflated claims, sales language, stock AI words, bold labels, or filler. Based on Wikipedia's \"Signs of AI writing.","author":"blader","license":"MIT","stars":53602,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"humanizer rewrite ai-sounding text so it reads like the writer without changing what it says. use when editing or reviewing prose for ai tells: not-x-but-y contrasts, one-line closers, staged openers, forced triads, dashes everywhere, inflated claims, sales language, stock ai words, bold labels, or filler. based on wikipedia's \"signs of ai writing. humanizer-blader creator "},{"slug":"chrome-devtools-mcp","kind":"agent","name":"Chrome devtools MCP","tagline":"Lets your AI drive a real Chrome with DevTools: performance traces, network requests, console and screenshots.","author":"ChromeDevTools","license":"Apache-2.0","stars":52447,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"chrome devtools mcp lets your ai drive a real chrome with devtools: performance traces, network requests, console and screenshots. chrome-devtools-mcp coding "},{"slug":"lead-magnets","kind":"skill","name":"A Free Giveaway That Grows Your Email List","tagline":"Tell us about your business and who you sell to, and get back a ready-to-launch free offer that turns website visitors into email signups and future customers.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"a free giveaway that grows your email list tell us about your business and who you sell to, and get back a ready-to-launch free offer that turns website visitors into email signups and future customers. lead-magnets business & ops people visit my website or follow me but then disappear, and i never get a way to reach them again. i know i should offer something free to get their email, but i have no idea what to give away or how to set it up."},{"slug":"ab-testing","kind":"skill","name":"A/B Test Setup","tagline":"When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions \"A/B test,\" \"split test,\" \"experiment,\" \"test this change,\" \"variant copy,\" \"multivariate test,\" \"hypothesis,\" \"should I test this,\" \"which version is better,\" \"test two versions,\" \"statistical significance,\" \"how long should I run this test,\" \"growth experiments,\" \"experiment velocity,\" \"experiment backlog,\" \"ICE score,\" \"experimentation program,\" or \"experiment playbook.\" Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics. For page-level conversion optimization, see cro.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"a/b test setup when the user wants to plan, design, or implement an a/b test or experiment, or build a growth experimentation program. also use when the user mentions \"a/b test,\" \"split test,\" \"experiment,\" \"test this change,\" \"variant copy,\" \"multivariate test,\" \"hypothesis,\" \"should i test this,\" \"which version is better,\" \"test two versions,\" \"statistical significance,\" \"how long should i run this test,\" \"growth experiments,\" \"experiment velocity,\" \"experiment backlog,\" \"ice score,\" \"experimentation program,\" or \"experiment playbook.\" use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. for tracking implementation, see analytics. for page-level conversion optimization, see cro. ab-testing marketing "},{"slug":"ad-creative-2","kind":"skill","name":"Ad creative","tagline":"When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'ad iterations,' 'creative testing,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' 'static ads,' 'ad templates,' 'iMessage ad,' 'chat reveal ad,' 'ChatGPT ad,' 'Apple Notes ad,' 'AirDrop ad,' 'creative strategy,' 'creative roadmap,' 'creative retro,' 'hook writing,' 'creative review page,' 'present ad creative for approval,' 'motion video ad,' 'faceless video ad,' 'UGC ad,' 'greenscreen ad,' 'TikTok/Reels ad format,' 'which ad format to make,' 'Meta ad format tier list,' or 'creative format taxonomy.' Use this whenever someone needs to produce ad copy at scale or iterate on existing ads. For campaign strategy and targeting, see ads. For landing page copy, see copywriting.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"ad creative when the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'rsa headlines,' 'bulk ad copy,' 'ad iterations,' 'creative testing,' 'write me some ads,' 'facebook ad copy,' 'google ad headlines,' 'linkedin ad text,' 'static ads,' 'ad templates,' 'imessage ad,' 'chat reveal ad,' 'chatgpt ad,' 'apple notes ad,' 'airdrop ad,' 'creative strategy,' 'creative roadmap,' 'creative retro,' 'hook writing,' 'creative review page,' 'present ad creative for approval,' 'motion video ad,' 'faceless video ad,' 'ugc ad,' 'greenscreen ad,' 'tiktok/reels ad format,' 'which ad format to make,' 'meta ad format tier list,' or 'creative format taxonomy.' use this whenever someone needs to produce ad copy at scale or iterate on existing ads. for campaign strategy and targeting, see ads. for landing page copy, see copywriting. ad-creative-2 marketing "},{"slug":"adaptyv","kind":"skill","name":"Adaptyv Bio Foundry API","tagline":"How to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results retrieval. Use this skill whenever the user mentions Adaptyv, Foundry API, protein binding assays, protein screening experiments, BLI/SPR assays, thermostability assays, or wants to submit protein sequences for experimental characterization. Also trigger when code imports `adaptyv`, `adaptyv_sdk`, or `FoundryClient`, or references `foundry-api-public.adaptyvbio.com`.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"adaptyv bio foundry api how to use the adaptyv bio foundry api and python sdk for protein experiment design, submission, and results retrieval. use this skill whenever the user mentions adaptyv, foundry api, protein binding assays, protein screening experiments, bli/spr assays, thermostability assays, or wants to submit protein sequences for experimental characterization. also trigger when code imports `adaptyv`, `adaptyv_sdk`, or `foundryclient`, or references `foundry-api-public.adaptyvbio.com`. adaptyv science "},{"slug":"aeon","kind":"skill","name":"Aeon Time Series Machine Learning","tagline":"This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"data","deptName":"Data & analytics","task":"data/analyse-data","taskName":"Data analysis","hay":"aeon time series machine learning this skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ml approaches. particularly suited for univariate and multivariate time series analysis with scikit-learn compatible apis. aeon science "},{"slug":"animation-vocabulary","kind":"skill","name":"Animation vocabulary","tagline":"Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact term (\"the bouncy thing when a popover opens\" → Pop in; \"the iOS rubber-band scroll\" → Rubber-banding). Use when the user asks \"what's it called when…\", or describes a motion effect without knowing its name and wants the right word to prompt an AI or designer with. For naming an effect, not designing or building one.","author":"emilkowalski","license":"MIT","stars":40755,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"animation vocabulary reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact term (\"the bouncy thing when a popover opens\" → pop in; \"the ios rubber-band scroll\" → rubber-banding). use when the user asks \"what's it called when…\", or describes a motion effect without knowing its name and wants the right word to prompt an ai or designer with. for naming an effect, not designing or building one. animation-vocabulary design & ui "},{"slug":"apple-design","kind":"skill","name":"Apple design","tagline":"Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or reviewing gesture-driven UI, spring animations, drag/swipe/sheet interactions, momentum and interruptible transitions, translucent materials and depth, typography (optical sizing, tracking, leading), reduced-motion, or the design foundations (feedback, spatial consistency, restraint) behind Apple-style interfaces.","author":"emilkowalski","license":"MIT","stars":40755,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"apple design apple's approach to interface design and fluid, physical motion, translated for the web. use when building or reviewing gesture-driven ui, spring animations, drag/swipe/sheet interactions, momentum and interruptible transitions, translucent materials and depth, typography (optical sizing, tracking, leading), reduced-motion, or the design foundations (feedback, spatial consistency, restraint) behind apple-style interfaces. apple-design design & ui "},{"slug":"animate-2","kind":"skill","name":"Building Animations","tagline":"Build an animation from scratch, making the decisions in the order that determines whether it feels right — should it animate at all, what purpose, which tool, which properties, which curve and duration, how it interrupts, how it exits. Writes the implementation. Use when asked to animate something, add motion, make a component feel alive, or build a transition. For critiquing existing motion use review-animations; for auditing a whole codebase use improve-animations.","author":"emilkowalski","license":"MIT","stars":40755,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"building animations build an animation from scratch, making the decisions in the order that determines whether it feels right — should it animate at all, what purpose, which tool, which properties, which curve and duration, how it interrupts, how it exits. writes the implementation. use when asked to animate something, add motion, make a component feel alive, or build a transition. for critiquing existing motion use review-animations; for auditing a whole codebase use improve-animations. animate-2 design & ui "},{"slug":"dotnet-backend-patterns","kind":"skill","name":".NET Backend Development Patterns","tagline":"Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuration, caching, and testing with xUnit. Use when developing .NET backends, reviewing C# code, or designing API architectures.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":".net backend development patterns master c#/.net backend development patterns for building robust apis, mcp servers, and enterprise applications. covers async/await, dependency injection, entity framework core, dapper, configuration, caching, and testing with xunit. use when developing .net backends, reviewing c# code, or designing api architectures. dotnet-backend-patterns coding "},{"slug":"accessibility-compliance","kind":"skill","name":"Accessibility compliance","tagline":"Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing accessibility, implementing ARIA patterns, building for screen readers, or ensuring inclusive user experiences.","author":"wshobson","license":"MIT","stars":39857,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"accessibility compliance implement wcag 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. use when auditing accessibility, implementing aria patterns, building for screen readers, or ensuring inclusive user experiences. accessibility-compliance design & ui "},{"slug":"playwright-mcp","kind":"agent","name":"Playwright MCP","tagline":"Microsoft's browser automation server: your AI opens pages, clicks, fills forms and reads the page through the accessibility tree.","author":"microsoft","license":"Apache-2.0","stars":37457,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"playwright mcp microsoft's browser automation server: your ai opens pages, clicks, fills forms and reads the page through the accessibility tree. playwright-mcp coding "},{"slug":"github-mcp-server","kind":"agent","name":"Github MCP server","tagline":"GitHub's official server: read repos, open and review pull requests, manage issues and Actions from your AI.","author":"github","license":"MIT","stars":33115,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"github mcp server github's official server: read repos, open and review pull requests, manage issues and actions from your ai. github-mcp-server coding "},{"slug":"find-skills","kind":"skill","name":"Find skills","tagline":"Helps users discover and install agent skills when they ask questions like \"how do I do X\", \"find a skill for X\", \"is there a skill that can...\", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.","author":"vercel-labs","license":"MIT","stars":32497,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"find skills helps users discover and install agent skills when they ask questions like \"how do i do x\", \"find a skill for x\", \"is there a skill that can...\", or express interest in extending capabilities. this skill should be used when the user is looking for functionality that might exist as an installable skill. find-skills uncategorised "},{"slug":"2d-games","kind":"skill","name":"2D games","tagline":"2D game development principles. Sprites, tilemaps, physics, camera.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"2d games 2d game development principles. sprites, tilemaps, physics, camera. 2d-games uncategorised "},{"slug":"3d-games","kind":"skill","name":"3D games","tagline":"3D game development principles. Rendering, shaders, physics, cameras.","author":"davila7","license":"MIT","stars":32299,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"3d games 3d game development principles. rendering, shaders, physics, cameras. 3d-games creator "},{"slug":"3d-web-experience","kind":"skill","name":"3D web experience","tagline":"Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing depth to web experiences. Use when: 3D website, three.js, WebGL, react three fiber, 3D experience.","author":"davila7","license":"MIT","stars":32299,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"3d web experience expert in building 3d experiences for the web - three.js, react three fiber, spline, webgl, and interactive 3d scenes. covers product configurators, 3d portfolios, immersive websites, and bringing depth to web experiences. use when: 3d website, three.js, webgl, react three fiber, 3d experience. 3d-web-experience creator "},{"slug":"ab-test-analysis-2","kind":"skill","name":"Ab test analysis","tagline":"Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations. Use when evaluating experiment results, checking if a test reached significance, interpreting split test data, or deciding whether to ship a variant.","author":"phuryn","license":"MIT","stars":26557,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"ab test analysis analyze a/b test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations. use when evaluating experiment results, checking if a test reached significance, interpreting split test data, or deciding whether to ship a variant. ab-test-analysis-2 business & ops "},{"slug":"analyze-feature-requests","kind":"skill","name":"Analyze feature requests","tagline":"Analyze and prioritize a list of feature requests by theme, strategic alignment, impact, effort, and risk. Use when reviewing customer feature requests, triaging a backlog, or making prioritization decisions.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"analyze feature requests analyze and prioritize a list of feature requests by theme, strategic alignment, impact, effort, and risk. use when reviewing customer feature requests, triaging a backlog, or making prioritization decisions. analyze-feature-requests business & ops "},{"slug":"ansoff-matrix","kind":"skill","name":"Ansoff matrix","tagline":"Generate an Ansoff Matrix analysis mapping growth strategies across market penetration, market development, product development, and diversification. Use when considering growth options, planning market expansion, or evaluating strategic growth paths.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"ansoff matrix generate an ansoff matrix analysis mapping growth strategies across market penetration, market development, product development, and diversification. use when considering growth options, planning market expansion, or evaluating strategic growth paths. ansoff-matrix business & ops "},{"slug":"ar-resume","kind":"skill","name":"/ar:ar-resume — Resume Experiment","tagline":"Resume a paused experiment. Checkout the experiment branch, read results history, continue iterating. Use when the user runs /ar:ar-resume or asks to pick up a previously started autoresearch experiment.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"/ar:ar-resume — resume experiment resume a paused experiment. checkout the experiment branch, read results history, continue iterating. use when the user runs /ar:ar-resume or asks to pick up a previously started autoresearch experiment. ar-resume business & ops "},{"slug":"ar-status","kind":"skill","name":"/ar:ar-status — Experiment Dashboard","tagline":"Show experiment dashboard with results, active loops, and progress. Use when the user runs /ar:ar-status or asks how an autoresearch experiment is going.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"/ar:ar-status — experiment dashboard show experiment dashboard with results, active loops, and progress. use when the user runs /ar:ar-status or asks how an autoresearch experiment is going. ar-status data & ai "},{"slug":"loop","kind":"skill","name":"/ar:loop — Autonomous Experiment Loop","tagline":"Start an autonomous experiment loop with user-selected interval (10min, 1h, daily, weekly, monthly). Uses CronCreate for scheduling. Use when the user runs /ar:loop or asks to run an autoresearch experiment continuously on a schedule.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"/ar:loop — autonomous experiment loop start an autonomous experiment loop with user-selected interval (10min, 1h, daily, weekly, monthly). uses croncreate for scheduling. use when the user runs /ar:loop or asks to run an autoresearch experiment continuously on a schedule. loop coding "},{"slug":"accessibility-tester","kind":"agent","name":"Accessibility tester","tagline":"Use this agent when you need comprehensive accessibility testing, WCAG compliance verification, or assessment of assistive technology support.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"accessibility tester use this agent when you need comprehensive accessibility testing, wcag compliance verification, or assessment of assistive technology support. accessibility-tester design & ui "},{"slug":"ad-security-reviewer","kind":"agent","name":"Ad security reviewer","tagline":"Use this agent when you need to audit Active Directory security posture, evaluate privilege escalation risks, review identity delegation patterns, or assess authentication protocol hardening.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"ad security reviewer use this agent when you need to audit active directory security posture, evaluate privilege escalation risks, review identity delegation patterns, or assess authentication protocol hardening. ad-security-reviewer security "},{"slug":"apertureoscillation","kind":"skill","name":"Apertureoscillation","tagline":"3-pass scope oscillation that holds a question constant while shifting zoom — narrow/tactical, wide/strategic, then synthesis — to surface design tensions, scope recommendations, and coherence assessments invisible at any single zoom level. USE WHEN aperture oscillation, oscillate scope, zoom in and out, tactical vs strategic, scope framing, design tension, system coherence check, local vs global design, wrong scope, scope negotiation. NOT FOR lens rotation across angles (use IterativeDepth).","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"apertureoscillation 3-pass scope oscillation that holds a question constant while shifting zoom — narrow/tactical, wide/strategic, then synthesis — to surface design tensions, scope recommendations, and coherence assessments invisible at any single zoom level. use when aperture oscillation, oscillate scope, zoom in and out, tactical vs strategic, scope framing, design tension, system coherence check, local vs global design, wrong scope, scope negotiation. not for lens rotation across angles (use iterativedepth). apertureoscillation uncategorised "},{"slug":"aphorisms","kind":"skill","name":"Aphorisms","tagline":"Curated aphorism collection with CRUD — content-based matching, themed search, thinker research, DB maintenance. Quotes organized by author/theme/context/usage to prevent repetition. Four workflows: FindAphorism, AddAphorism, ResearchThinker, SearchAphorisms. Themes: Stoicism, Wisdom, Truth-seeking, Excellence, Resilience, Curiosity. USE WHEN aphorism, quote, find a quote, research thinker, add aphorism, quote for newsletter, what did X say about, quote bank. NOT FOR creative writing or social posts.","author":"danielmiessler","license":"MIT","stars":19269,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"aphorisms curated aphorism collection with crud — content-based matching, themed search, thinker research, db maintenance. quotes organized by author/theme/context/usage to prevent repetition. four workflows: findaphorism, addaphorism, researchthinker, searchaphorisms. themes: stoicism, wisdom, truth-seeking, excellence, resilience, curiosity. use when aphorism, quote, find a quote, research thinker, add aphorism, quote for newsletter, what did x say about, quote bank. not for creative writing or social posts. aphorisms sales & ecommerce "},{"slug":"apify","kind":"skill","name":"Apify","tagline":"Scrapes social platforms, business data, and e-commerce via Apify actors — Instagram, LinkedIn, TikTok, YouTube, Facebook, Google Maps, Amazon, and web crawls — filtering in code. USE WHEN scrape Instagram, scrape LinkedIn, scrape TikTok, scrape YouTube, scrape Facebook, Google Maps leads, Amazon reviews, business intelligence, multi-platform social listening, competitive analysis, lead generation, social monitoring, Apify actors, web crawl, extract contacts. NOT FOR X/Twitter account operations like posting, threads, or bookmarks (those need a dedicated X API client), 4-tier progressive scraping with proxy escalation (use BrightData), or real-Chrome bot bypass and computer use (use Interceptor).","author":"danielmiessler","license":"MIT","stars":19269,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"apify scrapes social platforms, business data, and e-commerce via apify actors — instagram, linkedin, tiktok, youtube, facebook, google maps, amazon, and web crawls — filtering in code. use when scrape instagram, scrape linkedin, scrape tiktok, scrape youtube, scrape facebook, google maps leads, amazon reviews, business intelligence, multi-platform social listening, competitive analysis, lead generation, social monitoring, apify actors, web crawl, extract contacts. not for x/twitter account operations like posting, threads, or bookmarks (those need a dedicated x api client), 4-tier progressive scraping with proxy escalation (use brightdata), or real-chrome bot bypass and computer use (use interceptor). apify marketing "},{"slug":"seo-agentic","kind":"skill","name":"Agentic Browsing Readiness","tagline":"Audit and fix agent readiness: the Lighthouse Agentic Browsing fraction, accessibility tree for agents, robots.txt and Content-Signal for AI agents, WAF treatment of agent traffic, llms.txt, Markdown delivery, ai-catalog.json, /.well-known discovery files, and WebMCP tools. Exclude AI citability and brand signals (seo-geo) and commerce protocol depth (seo-ecommerce).","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"agentic browsing readiness audit and fix agent readiness: the lighthouse agentic browsing fraction, accessibility tree for agents, robots.txt and content-signal for ai agents, waf treatment of agent traffic, llms.txt, markdown delivery, ai-catalog.json, /.well-known discovery files, and webmcp tools. exclude ai citability and brand signals (seo-geo) and commerce protocol depth (seo-ecommerce). seo-agentic marketing "},{"slug":"seo-geo","kind":"skill","name":"AI Search / GEO Optimization (May 2026)","tagline":"Optimize content for AI Overviews (formerly SGE), ChatGPT web search, Perplexity, and other AI-powered search experiences. Generative Engine Optimization (GEO) analysis including brand mention signals, AI crawler accessibility, llms.txt compliance, passage-level citability scoring, and platform-specific optimization. Use when user says \"AI Overviews\", \"SGE\", GEO\", \"AI search\", \"LLM optimization\", \"Perplexity\", \"AI citations\", ChatGPT search\", or \"AI visibility\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"ai search / geo optimization (may 2026) optimize content for ai overviews (formerly sge), chatgpt web search, perplexity, and other ai-powered search experiences. generative engine optimization (geo) analysis including brand mention signals, ai crawler accessibility, llms.txt compliance, passage-level citability scoring, and platform-specific optimization. use when user says \"ai overviews\", \"sge\", geo\", \"ai search\", \"llm optimization\", \"perplexity\", \"ai citations\", chatgpt search\", or \"ai visibility\". seo-geo marketing "},{"slug":"seo-backlinks","kind":"skill","name":"Backlink Profile Analysis","tagline":"Backlink profile analysis: referring domains, anchor text distribution, toxic link detection, competitor gap analysis. Works with free APIs (Moz, Bing Webmaster, Common Crawl) and DataForSEO extension. Use when user says backlinks, link profile, referring domains, anchor text, toxic links, link gap, link building, disavow, or backlink audit.","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"backlink profile analysis backlink profile analysis: referring domains, anchor text distribution, toxic link detection, competitor gap analysis. works with free apis (moz, bing webmaster, common crawl) and dataforseo extension. use when user says backlinks, link profile, referring domains, anchor text, toxic links, link gap, link building, disavow, or backlink audit. seo-backlinks marketing "},{"slug":"skillopt-sleep","kind":"skill","name":"SkillOpt-Sleep: usage-driven self-evolution for a local Claude agent","tagline":"Use when the user wants their Claude agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, memory/skill consolidation, or says things like 'make my agent better the more I use it', 'review my past sessions', 'learn my pr","author":"microsoft","license":"MIT","stars":17328,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"skillopt-sleep: usage-driven self-evolution for a local claude agent use when the user wants their claude agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, memory/skill consolidation, or says things like 'make my agent better the more i use it', 'review my past sessions', 'learn my pr skillopt-sleep coding "},{"slug":"claims-drafting","kind":"skill","name":"Claims Drafting: The Core Patent Skill","tagline":"Describe your invention in plain words and get back a numbered set of formal patent claims — the legal wording that defines exactly what you own.","author":"wanshuiyin","license":"MIT","stars":16473,"dept":"legal","deptName":"Legal & compliance","task":"legal/file-ip","taskName":"Patents & IP","hay":"claims drafting: the core patent skill describe your invention in plain words and get back a numbered set of formal patent claims — the legal wording that defines exactly what you own. claims-drafting business & ops you've built or thought up something new and want to protect it, but the official patent wording is baffling and lawyers charge a fortune just for a first draft. you don't know how to describe your idea so it's broad enough to matter but tight enough to hold up."},{"slug":"paper-poster-html","kind":"skill","name":"Paper Poster (HTML): measurement-gated poster generation","tagline":"DEFAULT poster pipeline — build an academic conference poster (ICML/NeurIPS/ICLR/CVPR/...) as a single HTML/CSS file with measurement-driven hard gates, real paper figures, a two-hue design-token system, and print-ready PDF via headless Chromium. Use when the","author":"wanshuiyin","license":"MIT","stars":16473,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"paper poster (html): measurement-gated poster generation default poster pipeline — build an academic conference poster (icml/neurips/iclr/cvpr/...) as a single html/css file with measurement-driven hard gates, real paper figures, a two-hue design-token system, and print-ready pdf via headless chromium. use when the paper-poster-html infrastructure & ops "},{"slug":"patent-novelty-check","kind":"skill","name":"Patent Novelty and Non-Obviousness Check","tagline":"Describe your invention in everyday words and get back a clear read on whether it's new and original enough to patent, plus where it might hit trouble.","author":"wanshuiyin","license":"MIT","stars":16473,"dept":"legal","deptName":"Legal & compliance","task":"legal/file-ip","taskName":"Patents & IP","hay":"patent novelty and non-obviousness check describe your invention in everyday words and get back a clear read on whether it's new and original enough to patent, plus where it might hit trouble. patent-novelty-check business & ops i've got an idea for a product i think is original, but i have no clue if someone has already done it. paying a lawyer thousands just to find out feels like a gamble i can't afford to take blind."},{"slug":"prompt-master","kind":"skill","name":"Prompt master","tagline":"Generates optimized prompts for AI tools. Activates only when the user explicitly asks to write, fix, improve, or adapt a prompt for a specific AI tool (LLM, Cursor, Midjourney, image AI, video AI, coding agents, etc.). Does not activate for general conversation, coding tasks, document writing, or other non-prompt-engineering work.","author":"nidhinjs","license":"MIT","stars":13987,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"prompt master generates optimized prompts for ai tools. activates only when the user explicitly asks to write, fix, improve, or adapt a prompt for a specific ai tool (llm, cursor, midjourney, image ai, video ai, coding agents, etc.). does not activate for general conversation, coding tasks, document writing, or other non-prompt-engineering work. prompt-master uncategorised "},{"slug":"brag","kind":"skill","name":"/brag","tagline":"Turn the current project website into a short, polished, shareable launch video using Hyperframes. Use when someone says \"/brag\", \"let's brag about this\", \"make a launch video\", \"turn this into a video\", or wants to share what they built. Reads the project code directly — no live URL or screenshots needed.","author":"latent-spaces","license":"MIT","stars":12541,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"/brag turn the current project website into a short, polished, shareable launch video using hyperframes. use when someone says \"/brag\", \"let's brag about this\", \"make a launch video\", \"turn this into a video\", or wants to share what they built. reads the project code directly — no live url or screenshots needed. brag business & ops "},{"slug":"brag-slim","kind":"skill","name":"/brag-slim","tagline":"Turn a project directory or a website URL into a short, shareable launch video with music, motion, and share copy. One file, no bundled assets — built entirely by the model with the tools already on the machine. Use when someone says \"/brag-slim\", \"let's /brag about this\", \"brag about <url>\", \"make a launch video\", or wants to show off what they built. If the /brag skill is also installed, let /brag handle those phrases; it hands off here on Opus 5.5.","author":"latent-spaces","license":"MIT","stars":12541,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"/brag-slim turn a project directory or a website url into a short, shareable launch video with music, motion, and share copy. one file, no bundled assets — built entirely by the model with the tools already on the machine. use when someone says \"/brag-slim\", \"let's /brag about this\", \"brag about <url>\", \"make a launch video\", or wants to show off what they built. if the /brag skill is also installed, let /brag handle those phrases; it hands off here on opus 5.5. brag-slim business & ops "},{"slug":"the-fool","kind":"skill","name":"Poke Holes In My Plan Before I Commit","tagline":"Paste the plan or decision you're about to make and get back its strongest weaknesses, blind spots, and hidden assumptions — plus a tougher version of the plan.","author":"https://github.com/Jeffallan","license":"MIT","stars":11565,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"poke holes in my plan before i commit paste the plan or decision you're about to make and get back its strongest weaknesses, blind spots, and hidden assumptions — plus a tougher version of the plan. the-fool data & ai i'm about to make a big call and everyone around me just nods along. i need someone to tell me what i'm missing before i spend the money."},{"slug":"geo-crawlers","kind":"skill","name":"AI Crawler Access Analysis Skill","tagline":"AI crawler access analysis. Checks robots.txt, meta tags, and HTTP headers to determine which AI crawlers can access the site. Provides a complete access map and recommendations for maximizing AI visibility while maintaining appropriate control.","author":"zubair-trabzada","license":"MIT","stars":10775,"dept":"data","deptName":"Data & analytics","task":"data/scrape-web","taskName":"Scraping & extraction","hay":"ai crawler access analysis skill ai crawler access analysis. checks robots.txt, meta tags, and http headers to determine which ai crawlers can access the site. provides a complete access map and recommendations for maximizing ai visibility while maintaining appropriate control. geo-crawlers data & ai "},{"slug":"ads-amazon","kind":"skill","name":"Amazon Ads Audit","tagline":"You share your Amazon advertising numbers and goals; you get back a plain-language review of what's draining your budget and what to change first.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"amazon ads audit you share your amazon advertising numbers and goals; you get back a plain-language review of what's draining your budget and what to change first. ads-amazon business & ops you're spending real money on amazon ads every month but you can't tell what's actually working and what's just burning cash. you need someone to look at the numbers and tell you plainly where you're overpaying and what to fix."},{"slug":"ads-apple","kind":"skill","name":"Apple Ads Audit","tagline":"Paste what you're spending on Apple Search Ads and your recent numbers; get back a plain review of what's wasting money and what to fix first.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"apple ads audit paste what you're spending on apple search ads and your recent numbers; get back a plain review of what's wasting money and what to fix first. ads-apple business & ops i'm paying to promote my app in the app store but i can't tell if the money is actually working or just disappearing. i don't know which campaigns to cut, what to bid, or whether my numbers are even normal."},{"slug":"ads-attribution","kind":"skill","name":"Attribution Audit","tagline":"Paste the sales and spend numbers each ad platform claims, and get back a plain explanation of why they disagree and which figure to trust.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/measure-marketing","taskName":"Attribution","hay":"attribution audit paste the sales and spend numbers each ad platform claims, and get back a plain explanation of why they disagree and which figure to trust. ads-attribution data & ai facebook says my ads made 50 sales, google says 30, and my checkout total is nowhere near either number. i have no idea which one to believe or how much i actually made back."},{"slug":"firecrawl-mcp","kind":"agent","name":"Firecrawl MCP Server","tagline":"Scrape, crawl and search the web and get clean markdown back; a keyless hosted endpoint is available.","author":"firecrawl","license":"MIT","stars":7500,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"firecrawl mcp server scrape, crawl and search the web and get clean markdown back; a keyless hosted endpoint is available. firecrawl-mcp coding "},{"slug":"better-accessibility","kind":"skill","name":"Accessibility","tagline":"Helps your project comply with accessibility standards and best practices.","author":"jakubkrehel","license":"MIT","stars":7115,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"accessibility helps your project comply with accessibility standards and best practices. better-accessibility design & ui "},{"slug":"break","kind":"skill","name":"Break","tagline":"Renders a component you choose in every state and scenario on a temporary page and stress tests it.","author":"jakubkrehel","license":"MIT","stars":7115,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"break renders a component you choose in every state and scenario on a temporary page and stress tests it. break design & ui "},{"slug":"interface-review","kind":"skill","name":"Change review","tagline":"Reviews your work across multiple categories like UI, typography, layout, color, writing and accessibility and gives you a detailed analysis of the findings.","author":"jakubkrehel","license":"MIT","stars":7115,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"change review reviews your work across multiple categories like ui, typography, layout, color, writing and accessibility and gives you a detailed analysis of the findings. interface-review design & ui "},{"slug":"exa-mcp","kind":"agent","name":"Exa MCP Server","tagline":"Hosted web search and page fetching built for AI agents, no install needed.","author":"exa-labs","license":"MIT","stars":5037,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"exa mcp server hosted web search and page fetching built for ai agents, no install needed. exa-mcp coding "},{"slug":"ai-writing-detector","kind":"skill","name":"AI writing detector","tagline":"Use when the user asks to detect, scan, audit, score, or flag AI-writing patterns without rewriting the text, including requests for a deterministic local detector result when the host can execute Node.","author":"conorbronsdon","license":"MIT","stars":4655,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"ai writing detector use when the user asks to detect, scan, audit, score, or flag ai-writing patterns without rewriting the text, including requests for a deterministic local detector result when the host can execute node. ai-writing-detector creator "},{"slug":"avoid-ai-writing-3","kind":"skill","name":"Avoid AI Writing — Audit & Rewrite","tagline":"Audit and rewrite content to remove AI writing patterns (\"AI-isms\"). Use this skill when asked to \"remove AI-isms,\" \"clean up AI writing,\" \"edit writing for AI patterns,\" \"audit writing for AI tells,\" or \"make this sound less like AI.\" Supports a detect-only mode, an edit-in-place mode for files, an optional voice profile (casual / professional / technical / warm / blunt), and an iterate-to-convergence pass.","author":"conorbronsdon","license":"MIT","stars":4655,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"avoid ai writing — audit & rewrite audit and rewrite content to remove ai writing patterns (\"ai-isms\"). use this skill when asked to \"remove ai-isms,\" \"clean up ai writing,\" \"edit writing for ai patterns,\" \"audit writing for ai tells,\" or \"make this sound less like ai.\" supports a detect-only mode, an edit-in-place mode for files, an optional voice profile (casual / professional / technical / warm / blunt), and an iterate-to-convergence pass. avoid-ai-writing-3 creator "},{"slug":"notion-mcp-server","kind":"agent","name":"Notion MCP server","tagline":"Notion's official server: search, read and edit pages and databases in your workspace.","author":"makenotion","license":"MIT","stars":4642,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"notion mcp server notion's official server: search, read and edit pages and databases in your workspace. notion-mcp-server coding "},{"slug":"cloudflare-mcp","kind":"agent","name":"Cloudflare MCP Servers","tagline":"Cloudflare's hosted servers for Workers, docs, observability, logs and browser rendering.","author":"cloudflare","license":"Apache-2.0","stars":4272,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"cloudflare mcp servers cloudflare's hosted servers for workers, docs, observability, logs and browser rendering. cloudflare-mcp coding "},{"slug":"setup-cms","kind":"skill","name":"/setup-cms","tagline":"Connect a CMS to notfair SEO tools. Guides users through configuring WordPress, Strapi, Contentful, or Ghost — tests the connection, and writes credentials to .env.local. Once set up, seo-analysis automatically cross- references CMS content against Google Search Console data. Use whenever the user says \"connect my CMS\", \"set up WordPress\", \"configure Strapi\", \"add Contentful\", \"connect Ghost\", or \"CMS setup\". Also trigger if the user asks why no CMS data appears in a seo-analysis report.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"/setup-cms connect a cms to notfair seo tools. guides users through configuring wordpress, strapi, contentful, or ghost — tests the connection, and writes credentials to .env.local. once set up, seo-analysis automatically cross- references cms content against google search console data. use whenever the user says \"connect my cms\", \"set up wordpress\", \"configure strapi\", \"add contentful\", \"connect ghost\", or \"cms setup\". also trigger if the user asks why no cms data appears in a seo-analysis report. setup-cms marketing "},{"slug":"copy","kind":"skill","name":"Ad Copy Generator + A/B Tester","tagline":"Generate and A/B test Google Ads copy. Use when asked to write ad copy, headlines, descriptions, create ad variants, test ad messaging, improve CTR, or generate RSA (Responsive Search Ad) components. Trigger on \"ad copy\", \"write ads\", \"headlines\", \"descriptions\", \"RSA\", \"responsive search ad\", \"ad text\", \"ad creative\", \"improve CTR\", \"ad A/B test\", \"ad variants\", \"write me an ad\", \"ad variation experiment\", or when the user wants to improve click-through rate on existing ads.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"ad copy generator + a/b tester generate and a/b test google ads copy. use when asked to write ad copy, headlines, descriptions, create ad variants, test ad messaging, improve ctr, or generate rsa (responsive search ad) components. trigger on \"ad copy\", \"write ads\", \"headlines\", \"descriptions\", \"rsa\", \"responsive search ad\", \"ad text\", \"ad creative\", \"improve ctr\", \"ad a/b test\", \"ad variants\", \"write me an ad\", \"ad variation experiment\", or when the user wants to improve click-through rate on existing ads. copy marketing "},{"slug":"paid-ads-amazon","kind":"skill","name":"Amazon Ads Planning","tagline":"Plan and review Amazon Ads with margin-aware ACoS, product, and search-term guardrails. Use for Amazon advertising, Sponsored Products, Sponsored Brands, Sponsored Display, ASIN targeting, Amazon ACoS, or Amazon Ads performance exports.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"amazon ads planning plan and review amazon ads with margin-aware acos, product, and search-term guardrails. use for amazon advertising, sponsored products, sponsored brands, sponsored display, asin targeting, amazon acos, or amazon ads performance exports. paid-ads-amazon marketing "},{"slug":"analytics-dashboard","kind":"skill","name":"Analytics dashboard","tagline":"Turn a LinkedIn Analytics export into an interactive dark-themed React dashboard plus a written strategic analysis with 5 data-backed content recommendations. Reads every sheet in the export, builds charts for engagement trend, follower growth, post performance scatter, day-of-week heatmap, and audience breakdown. Use this skill whenever the user says \"analyse my linkedin\", \"linkedin analytics\", \"build my dashboard\", \"review my performance\", or uploads a LinkedIn Analytics export file. Requires the user's LinkedIn Analytics export (xlsx) as input.","author":"charlie947","license":"MIT","stars":3652,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"analytics dashboard turn a linkedin analytics export into an interactive dark-themed react dashboard plus a written strategic analysis with 5 data-backed content recommendations. reads every sheet in the export, builds charts for engagement trend, follower growth, post performance scatter, day-of-week heatmap, and audience breakdown. use this skill whenever the user says \"analyse my linkedin\", \"linkedin analytics\", \"build my dashboard\", \"review my performance\", or uploads a linkedin analytics export file. requires the user's linkedin analytics export (xlsx) as input. analytics-dashboard creator "},{"slug":"content-matrix","kind":"skill","name":"Content matrix","tagline":"Generate 24 to 40 LinkedIn post ideas in a single table by pairing the user's content pillars with 8 proven content formats. Based on the Justin Welsh content matrix. Use this skill whenever the user says \"give me post ideas\", \"content matrix\", \"what should I post about\", \"generate post ideas\", \"content ideation\", or \"map out my content for the month\". Pulls from about-me.md and voice.md if they exist, otherwise asks for pillars and context.","author":"charlie947","license":"MIT","stars":3652,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"content matrix generate 24 to 40 linkedin post ideas in a single table by pairing the user's content pillars with 8 proven content formats. based on the justin welsh content matrix. use this skill whenever the user says \"give me post ideas\", \"content matrix\", \"what should i post about\", \"generate post ideas\", \"content ideation\", or \"map out my content for the month\". pulls from about-me.md and voice.md if they exist, otherwise asks for pillars and context. content-matrix creator "},{"slug":"gemini-carousel","kind":"skill","name":"Gemini carousel","tagline":"Generate a branded slide-by-slide LinkedIn carousel using Gemini. Takes source content, builds a design brief, waits for approval, then outputs per-slide image generation prompts. 1080x1350 vertical format. Use this skill whenever the user says \"carousel\", \"build a carousel\", \"turn this into a carousel\", \"gemini carousel\", or wants multi-slide LinkedIn content. Always includes an approval gate between brief and image generation.","author":"charlie947","license":"MIT","stars":3652,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"gemini carousel generate a branded slide-by-slide linkedin carousel using gemini. takes source content, builds a design brief, waits for approval, then outputs per-slide image generation prompts. 1080x1350 vertical format. use this skill whenever the user says \"carousel\", \"build a carousel\", \"turn this into a carousel\", \"gemini carousel\", or wants multi-slide linkedin content. always includes an approval gate between brief and image generation. gemini-carousel creator "},{"slug":"company-valuation","kind":"skill","name":"Company valuation","tagline":"Estimate the intrinsic value of a public company using DCF, relative (peer multiple) and sum-of-parts (SOTP) methods, then triangulate to an implied share price with upside/downside versus the current market price. Use this skill whenever the user asks: what is AAPL worth\", \"valuation of NVDA\", \"fair value of TSLA\", \"intrinsic value\", DCF for MSFT\", \"build a DCF\", \"discounted cash flow\", \"WACC\", \"terminal value\", implied share price\", \"upside to fair value\", \"is X overvalued/undervalued\", relative valuation\", \"peer comparison valuation\", \"EV/EBITDA target\", \"SOTP\", sum of the parts\", \"how much is [company] worth\", \"price target from fundamentals\", value this company\", or any ticker in the context of computing intrinsic or relative valuation. Default to running ALL three methods (DCF + relative + SOTP-if-applicable) and presenting a blended implied price with a sensitivity table. Do not answer valuation questions from memory — always run the workflow.","author":"himself65","license":"MIT","stars":3347,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"company valuation estimate the intrinsic value of a public company using dcf, relative (peer multiple) and sum-of-parts (sotp) methods, then triangulate to an implied share price with upside/downside versus the current market price. use this skill whenever the user asks: what is aapl worth\", \"valuation of nvda\", \"fair value of tsla\", \"intrinsic value\", dcf for msft\", \"build a dcf\", \"discounted cash flow\", \"wacc\", \"terminal value\", implied share price\", \"upside to fair value\", \"is x overvalued/undervalued\", relative valuation\", \"peer comparison valuation\", \"ev/ebitda target\", \"sotp\", sum of the parts\", \"how much is [company] worth\", \"price target from fundamentals\", value this company\", or any ticker in the context of computing intrinsic or relative valuation. default to running all three methods (dcf + relative + sotp-if-applicable) and presenting a blended implied price with a sensitivity table. do not answer valuation questions from memory — always run the workflow. company-valuation business & ops "},{"slug":"discord-reader","kind":"skill","name":"Discord Skill (Read-Only)","tagline":"Read Discord for financial research using opencli (read-only). Use this skill whenever the user wants to read Discord channels, search for messages in trading servers, view guild/channel info, monitor crypto or market discussion groups, or gather financial sentiment from Discord. Triggers include: \"check my Discord\", \"search Discord for\", \"read Discord messages\", what's happening in the trading Discord\", \"show Discord channels\", \"list my servers\", Discord sentiment on BTC\", \"what are people saying in Discord about AAPL\", monitor crypto Discord\", any mention of Discord in context of reading financial news, market research, or trading community discussions. This skill is READ-ONLY — it does NOT support sending messages, reacting, or any write operations.","author":"himself65","license":"MIT","stars":3347,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"discord skill (read-only) read discord for financial research using opencli (read-only). use this skill whenever the user wants to read discord channels, search for messages in trading servers, view guild/channel info, monitor crypto or market discussion groups, or gather financial sentiment from discord. triggers include: \"check my discord\", \"search discord for\", \"read discord messages\", what's happening in the trading discord\", \"show discord channels\", \"list my servers\", discord sentiment on btc\", \"what are people saying in discord about aapl\", monitor crypto discord\", any mention of discord in context of reading financial news, market research, or trading community discussions. this skill is read-only — it does not support sending messages, reacting, or any write operations. discord-reader business & ops "},{"slug":"earnings-preview","kind":"skill","name":"Earnings Preview Skill","tagline":"Generate a pre-earnings briefing for any stock using Yahoo Finance data. Use this skill whenever the user wants to prepare for an upcoming earnings report, understand what analysts expect, review a company's beat/miss track record, or get a quick overview before an earnings call. Triggers include: \"earnings preview for AAPL\", \"what to expect from TSLA earnings\", MSFT reports next week\", \"earnings preview\", \"pre-earnings analysis\", what are analysts expecting for NVDA\", \"earnings estimates for\", will GOOGL beat earnings\", \"earnings beat/miss history\", upcoming earnings\", \"before earnings\", \"earnings setup\", consensus estimates\", \"earnings whisper\", \"EPS expectations\", what's the street expecting\", \"earnings season preview\", any mention of preparing for or previewing an earnings report, or any request to understand expectations ahead of a company's earnings date. Always use this skill when the user mentions a ticker in context of upcoming earnings, even if they don't say \"preview\" explicitly.","author":"himself65","license":"MIT","stars":3347,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"earnings preview skill generate a pre-earnings briefing for any stock using yahoo finance data. use this skill whenever the user wants to prepare for an upcoming earnings report, understand what analysts expect, review a company's beat/miss track record, or get a quick overview before an earnings call. triggers include: \"earnings preview for aapl\", \"what to expect from tsla earnings\", msft reports next week\", \"earnings preview\", \"pre-earnings analysis\", what are analysts expecting for nvda\", \"earnings estimates for\", will googl beat earnings\", \"earnings beat/miss history\", upcoming earnings\", \"before earnings\", \"earnings setup\", consensus estimates\", \"earnings whisper\", \"eps expectations\", what's the street expecting\", \"earnings season preview\", any mention of preparing for or previewing an earnings report, or any request to understand expectations ahead of a company's earnings date. always use this skill when the user mentions a ticker in context of upcoming earnings, even if they don't say \"preview\" explicitly. earnings-preview business & ops "},{"slug":"postgres-mcp","kind":"agent","name":"Postgres MCP Pro","tagline":"Postgres server with health checks, index tuning and explain plans, with a restricted read-only mode for production.","author":"crystaldba","license":"MIT","stars":3332,"dept":"engineering","deptName":"Development","task":"engineering/work-database","taskName":"Databases","hay":"postgres mcp pro postgres server with health checks, index tuning and explain plans, with a restricted read-only mode for production. postgres-mcp coding "},{"slug":"ai-visibility","kind":"skill","name":"AI visibility","tagline":"Measure real AI-engine visibility — traffic from ChatGPT, Perplexity, Claude, Gemini and which pages they cite — from actual GA4 referral data, not prompt sampling. Use when asked \"AI visibility\", \"GEO/AEO check\", \"do LLMs cite us\", \"traffic from ChatGPT\", or \"how do we show up in AI search\".","author":"Ryze-AI-Adgent","license":"MIT","stars":3135,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"ai visibility measure real ai-engine visibility — traffic from chatgpt, perplexity, claude, gemini and which pages they cite — from actual ga4 referral data, not prompt sampling. use when asked \"ai visibility\", \"geo/aeo check\", \"do llms cite us\", \"traffic from chatgpt\", or \"how do we show up in ai search\". ai-visibility marketing "},{"slug":"backlink-check","kind":"skill","name":"Backlink check","tagline":"Backlink profile for any domain — referring domains, authority, anchors, new/lost links, and a side-by-side vs a competitor. Use when asked \"check my backlinks\", \"backlink profile of X\", \"who links to them\", or \"link gap vs competitor\".","author":"Ryze-AI-Adgent","license":"MIT","stars":3135,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"backlink check backlink profile for any domain — referring domains, authority, anchors, new/lost links, and a side-by-side vs a competitor. use when asked \"check my backlinks\", \"backlink profile of x\", \"who links to them\", or \"link gap vs competitor\". backlink-check marketing "},{"slug":"competitor-gap","kind":"skill","name":"Competitor gap","tagline":"Find keywords a competitor ranks for that the user's site doesn't — the content gap, prioritized by volume and winnability. Use when asked \"what does competitor.com rank for\", \"keyword gap vs X\", \"steal competitor keywords\", or \"why do they outrank us\".","author":"Ryze-AI-Adgent","license":"MIT","stars":3135,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor gap find keywords a competitor ranks for that the user's site doesn't — the content gap, prioritized by volume and winnability. use when asked \"what does competitor.com rank for\", \"keyword gap vs x\", \"steal competitor keywords\", or \"why do they outrank us\". competitor-gap business & ops "},{"slug":"ai-tells-complete-blacklist-v3-2026-09","kind":"skill","name":"AI Tells — Complete Blacklist (V3, 2026-09)","tagline":"Scored the way readers read: by density per paragraph, not per word. One marker in a paragraph is English. Three is a signature. The…","author":"sergebulaev","license":"MIT","stars":3059,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ai tells — complete blacklist (v3, 2026-09) scored the way readers read: by density per paragraph, not per word. one marker in a paragraph is english. three is a signature. the… ai-tells-complete-blacklist-v3-2026-09 marketing "},{"slug":"ai-tell-rules-tier-classified-reference","kind":"skill","name":"AI-Tell Rules: Tier-Classified Reference","tagline":"Fifteen rules from the linkedin-humanizer package, sorted by what kind of evidence each one actually represents.","author":"sergebulaev","license":"MIT","stars":3059,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ai-tell rules: tier-classified reference fifteen rules from the linkedin-humanizer package, sorted by what kind of evidence each one actually represents. ai-tell-rules-tier-classified-reference marketing "},{"slug":"emoji-patterns-ai-vs-human","kind":"skill","name":"Emoji Patterns — AI vs. Human","tagline":"Pattern data from MagicPost LinkedIn analysis (Feb 2026, viral post with 220 engagement).","author":"sergebulaev","license":"MIT","stars":3059,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"emoji patterns — ai vs. human pattern data from magicpost linkedin analysis (feb 2026, viral post with 220 engagement). emoji-patterns-ai-vs-human marketing "},{"slug":"supabase-mcp","kind":"agent","name":"Supabase MCP Server","tagline":"Connects your Supabase projects: query tables, run migrations, read logs and manage branches from your AI.","author":"supabase-community","license":"Apache-2.0","stars":2917,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"supabase mcp server connects your supabase projects: query tables, run migrations, read logs and manage branches from your ai. supabase-mcp coding "},{"slug":"ad-test-designer","kind":"skill","name":"Ad test designer","tagline":"Use when the user asks to \"design an A/B test\", \"set up a creative/landing test\", \"run an incrementality test\", or \"is this result statistically and practically material?\"; produces a hypothesis, variant matrix, sample-size/duration/power plan, and a documented effect/uncertainty read from own exported results. It applies only a precommitted owner-approved action rule; the statistical helper never chooses a business action. Not for producing variants — use ad-creative-builder; not for reading back one shipped change — use paid-measurement-loop. 广告AB测试设计/实验设计/显著性判定/增效测试","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ad test designer use when the user asks to \"design an a/b test\", \"set up a creative/landing test\", \"run an incrementality test\", or \"is this result statistically and practically material?\"; produces a hypothesis, variant matrix, sample-size/duration/power plan, and a documented effect/uncertainty read from own exported results. it applies only a precommitted owner-approved action rule; the statistical helper never chooses a business action. not for producing variants — use ad-creative-builder; not for reading back one shipped change — use paid-measurement-loop. 广告ab测试设计/实验设计/显著性判定/增效测试 ad-test-designer uncategorised "},{"slug":"advocacy-program-designer","kind":"skill","name":"Advocacy program designer","tagline":"Use when the user asks to \"design an employee advocacy program\", \"set up founder-led sharing\", or \"build a share kit for the team\"; produces an advocacy program blueprint in two modes — participation-driven opt-in (default) or top-down assigned with its coercion and authenticity risks flagged — with a voluntary opt-in roster spec submitted as channel-registry proposal events, share kits with mandatory per-person variation, staggered human posting windows plus anti-pod guardrails (no coordinated identical reshares, no engagement rings), per-person material-connection disclosure lines per FTC and 《互联网广告管理办法》, and a Slack/Teams distribution spec. Not for paid creator campaigns — use campaign-planner. 员工倡导/创始人IP分享/内部分享计划/披露合规","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"advocacy program designer use when the user asks to \"design an employee advocacy program\", \"set up founder-led sharing\", or \"build a share kit for the team\"; produces an advocacy program blueprint in two modes — participation-driven opt-in (default) or top-down assigned with its coercion and authenticity risks flagged — with a voluntary opt-in roster spec submitted as channel-registry proposal events, share kits with mandatory per-person variation, staggered human posting windows plus anti-pod guardrails (no coordinated identical reshares, no engagement rings), per-person material-connection disclosure lines per ftc and 《互联网广告管理办法》, and a slack/teams distribution spec. not for paid creator campaigns — use campaign-planner. 员工倡导/创始人ip分享/内部分享计划/披露合规 advocacy-program-designer business & ops "},{"slug":"audience-belief-mapper","kind":"skill","name":"Audience belief mapper","tagline":"Use when the user asks to \"map what our buyers believe\", \"capture the objections we keep hearing\", or \"find the switching forces that move the beachhead\"; produces a belief map of the beachhead — held beliefs and mental models, the recurring objections and their reframes, and the JTBD four forces (push of the problem, pull of the new, anxiety of switching, habit of the present) — each item sourced from interviews or win-loss notes (User-provided) and labeled Measured / User-provided / Estimated, with any unverified quote or comparative claim marked \"[needs source]\" and routed to the claims candidates, never adjudicated here. Not for demographic or persona profiling — use audience-mapper; not for the positioning canvas — use positioning-truth-tracer. 受众信念/异议地图/切换四力/流失语言","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"audience belief mapper use when the user asks to \"map what our buyers believe\", \"capture the objections we keep hearing\", or \"find the switching forces that move the beachhead\"; produces a belief map of the beachhead — held beliefs and mental models, the recurring objections and their reframes, and the jtbd four forces (push of the problem, pull of the new, anxiety of switching, habit of the present) — each item sourced from interviews or win-loss notes (user-provided) and labeled measured / user-provided / estimated, with any unverified quote or comparative claim marked \"[needs source]\" and routed to the claims candidates, never adjudicated here. not for demographic or persona profiling — use audience-mapper; not for the positioning canvas — use positioning-truth-tracer. 受众信念/异议地图/切换四力/流失语言 audience-belief-mapper marketing "},{"slug":"accessibility","kind":"skill","name":"Accessibility (a11y)","tagline":"Audit and improve web accessibility following WCAG 2.2 guidelines. Use when asked to \"improve accessibility\", \"a11y audit\", \"WCAG compliance\", \"screen reader support\", \"keyboard navigation\", or \"make accessible\".","author":"addyosmani","license":"MIT","stars":2832,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"accessibility (a11y) audit and improve web accessibility following wcag 2.2 guidelines. use when asked to \"improve accessibility\", \"a11y audit\", \"wcag compliance\", \"screen reader support\", \"keyboard navigation\", or \"make accessible\". accessibility design & ui "},{"slug":"best-practices","kind":"skill","name":"Best practices","tagline":"Apply modern web development best practices for security, compatibility, and code quality. Use when asked to \"apply best practices\", \"security audit\", \"modernize code\", \"code quality review\", or \"check for vulnerabilities\".","author":"addyosmani","license":"MIT","stars":2832,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"best practices apply modern web development best practices for security, compatibility, and code quality. use when asked to \"apply best practices\", \"security audit\", \"modernize code\", \"code quality review\", or \"check for vulnerabilities\". best-practices coding "},{"slug":"core-web-vitals","kind":"skill","name":"Core Web Vitals optimization","tagline":"Optimize Core Web Vitals (LCP, INP, CLS) for better page experience using field and lab evidence. Use when asked to \"improve Core Web Vitals\", \"fix LCP\", \"reduce CLS\", \"optimize INP\", \"page experience optimization\", or \"fix layout shifts\".","author":"addyosmani","license":"MIT","stars":2832,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"core web vitals optimization optimize core web vitals (lcp, inp, cls) for better page experience using field and lab evidence. use when asked to \"improve core web vitals\", \"fix lcp\", \"reduce cls\", \"optimize inp\", \"page experience optimization\", or \"fix layout shifts\". core-web-vitals marketing "},{"slug":"ad-creative-copy-generation","kind":"skill","name":"Ad Creative & Copy Generation","tagline":"You are the advertising engine for /market ads <url>. You generate complete ad campaigns across platforms with full copy variations,…","author":"zubair-trabzada","license":"MIT","stars":2672,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"ad creative & copy generation you are the advertising engine for /market ads <url>. you generate complete ad campaigns across platforms with full copy variations,… ad-creative-copy-generation marketing "},{"slug":"market-brand","kind":"skill","name":"Brand Voice Analysis and Guidelines Generation","tagline":"Paste in your website and marketing copy, and get back a clear guide anyone on your team can follow to sound like your brand every time.","author":"zubair-trabzada","license":"MIT","stars":2672,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"brand voice analysis and guidelines generation paste in your website and marketing copy, and get back a clear guide anyone on your team can follow to sound like your brand every time. market-brand content & docs every time someone new writes an email, a post, or a product page, it sounds a little different and none of it feels like you. you need one simple guide so your team, freelancers, or agency all write in the same voice."},{"slug":"ad-library-teardown","kind":"skill","name":"Ad library teardown","tagline":"Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libraries; tear down a competitor's messaging; extract hooks, offers, CTAs, video transcripts, landing page claims, and test ideas from public ads.","author":"ScrapeCreators","license":"MIT","stars":2619,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"ad library teardown use when the user wants to analyze active ads from meta/facebook, google, or linkedin ad libraries; tear down a competitor's messaging; extract hooks, offers, ctas, video transcripts, landing page claims, and test ideas from public ads. ad-library-teardown creator "},{"slug":"audience-research","kind":"skill","name":"Audience research","tagline":"Use when the user wants to evaluate a creator, influencer, or brand audience using public profile signals, TikTok audience demographics, follower/following data, comments, geography, language, and content fit. Helps judge sponsorship and market fit.","author":"ScrapeCreators","license":"MIT","stars":2619,"dept":"marketing","deptName":"Marketing","task":"marketing/partner-influencer","taskName":"Partners & influencers","hay":"audience research use when the user wants to evaluate a creator, influencer, or brand audience using public profile signals, tiktok audience demographics, follower/following data, comments, geography, language, and content fit. helps judge sponsorship and market fit. audience-research creator "},{"slug":"comment-mining","kind":"skill","name":"Comment mining","tagline":"Use when the user wants to mine comments and replies for audience reactions, customer language, questions, objections, complaints, product ideas, buying intent, sentiment, or voice-of-customer insights from public social posts and videos.","author":"ScrapeCreators","license":"MIT","stars":2619,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"comment mining use when the user wants to mine comments and replies for audience reactions, customer language, questions, objections, complaints, product ideas, buying intent, sentiment, or voice-of-customer insights from public social posts and videos. comment-mining creator "},{"slug":"academic-cv-builder","kind":"skill","name":"Academic CV builder","tagline":"Format CVs for academic positions with publications, grants, and teaching","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"academic cv builder format cvs for academic positions with publications, grants, and teaching academic-cv-builder business & ops "},{"slug":"career-changer-translator","kind":"skill","name":"Career changer translator","tagline":"Translate skills from one industry to another, identify transferable skills","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"career changer translator translate skills from one industry to another, identify transferable skills career-changer-translator business & ops "},{"slug":"whiteboard","kind":"skill","name":"dev.fast Whiteboard","tagline":"Explain code in Whiteboard, the architecture-visualization tool: author Whiteboards of branches, changes and pull requests, draw on the Whiteboard scratchpad, or research why code exists from past agent sessions.","author":"devdotfast","license":"MIT","stars":2402,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"dev.fast whiteboard explain code in whiteboard, the architecture-visualization tool: author whiteboards of branches, changes and pull requests, draw on the whiteboard scratchpad, or research why code exists from past agent sessions. whiteboard uncategorised "},{"slug":"software-design-philosophy","kind":"skill","name":"A Philosophy of Software Design Framework","tagline":"Manage software complexity through deep modules, information hiding, and strategic programming. Use when the user mentions \"module design\", \"API too complex\", \"shallow class\", \"complexity budget\", \"strategic vs tactical\", \"deep module\", \"information leakage\", \"pass-through method\", \"this code is over-engineered\", or \"simplify this design\". Also trigger when reviewing an interface for simplicity, evaluating whether an abstraction is pulling its weight, deciding whether a comment is worth writing, or choosing between general-purpose and special-purpose approaches. Covers deep vs shallow modules, red flags for complexity, and comments as design documentation. For code quality, see clean-code. For architecture boundaries, see clean-architecture.","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"a philosophy of software design framework manage software complexity through deep modules, information hiding, and strategic programming. use when the user mentions \"module design\", \"api too complex\", \"shallow class\", \"complexity budget\", \"strategic vs tactical\", \"deep module\", \"information leakage\", \"pass-through method\", \"this code is over-engineered\", or \"simplify this design\". also trigger when reviewing an interface for simplicity, evaluating whether an abstraction is pulling its weight, deciding whether a comment is worth writing, or choosing between general-purpose and special-purpose approaches. covers deep vs shallow modules, red flags for complexity, and comments as design documentation. for code quality, see clean-code. for architecture boundaries, see clean-architecture. software-design-philosophy coding "},{"slug":"actionable-metrics-guide","kind":"skill","name":"Actionable metrics guide","tagline":"Metrics are the language of validated learning. The wrong metrics create the illusion of progress while the startup drifts toward failure.…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"actionable metrics guide metrics are the language of validated learning. the wrong metrics create the illusion of progress while the startup drifts toward failure.… actionable-metrics-guide uncategorised "},{"slug":"advertising-media","kind":"skill","name":"Advertising media","tagline":"Advertising media is the vehicle that carries your message to your target market. Choosing the right media is not about what is trendy — it…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"advertising media advertising media is the vehicle that carries your message to your target market. choosing the right media is not about what is trendy — it… advertising-media uncategorised "},{"slug":"ai-search-seo-citation-strategies","kind":"skill","name":"AI Search SEO: Citation Strategies","tagline":"Use GEO and AEO as legacy labels for AI citation readiness. For Google, the","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"ai search seo: citation strategies use geo and aeo as legacy labels for ai citation readiness. for google, the ai-search-seo-citation-strategies marketing "},{"slug":"ai-slop-detection-two-tier-reflex-methodology","kind":"skill","name":"AI Slop Detection: Two-Tier Reflex Methodology","tagline":"A phrase blocklist catches the obvious tells. Most AI-generated prose passes that filter and still reads like AI. The structural tics, the…","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"ai slop detection: two-tier reflex methodology a phrase blocklist catches the obvious tells. most ai-generated prose passes that filter and still reads like ai. the structural tics, the… ai-slop-detection-two-tier-reflex-methodology marketing "},{"slug":"author-e-e-a-t-requirements","kind":"skill","name":"Author e e a t requirements","tagline":"- Named Author Attribution","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"author e e a t requirements - named author attribution author-e-e-a-t-requirements marketing "},{"slug":"acestep","kind":"skill","name":"ACE-Step 1.5 Music Generation","tagline":"AI music generation with ACE-Step 1.5 — background music, vocal tracks, covers, stem extraction, audio repainting, and continuation for video production. Use when generating music, soundtracks, jingles, or working with audio stems. Triggers include background music, soundtrack, jingle, music generation, stem extraction, cover, style transfer, repaint, continuation, or musical composition tasks.","author":"digitalsamba","license":"MIT","stars":2114,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ace-step 1.5 music generation ai music generation with ace-step 1.5 — background music, vocal tracks, covers, stem extraction, audio repainting, and continuation for video production. use when generating music, soundtracks, jingles, or working with audio stems. triggers include background music, soundtrack, jingle, music generation, stem extraction, cover, style transfer, repaint, continuation, or musical composition tasks. acestep creator "},{"slug":"elevenlabs","kind":"skill","name":"ElevenLabs Audio Generation","tagline":"Generate AI voiceovers, sound effects, and music using ElevenLabs APIs. Use when creating audio content for videos, podcasts, or games. Triggers include generating voiceovers, narration, dialogue, sound effects from descriptions, background music, soundtrack generation, voice cloning, or any audio synthesis task.","author":"digitalsamba","license":"MIT","stars":2114,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"elevenlabs audio generation generate ai voiceovers, sound effects, and music using elevenlabs apis. use when creating audio content for videos, podcasts, or games. triggers include generating voiceovers, narration, dialogue, sound effects from descriptions, background music, soundtrack generation, voice cloning, or any audio synthesis task. elevenlabs creator "},{"slug":"ffmpeg","kind":"skill","name":"FFmpeg for Video Production","tagline":"Video and audio processing with FFmpeg. Use for format conversion, resizing, compression, audio extraction, and preparing assets for Remotion. Triggers include converting GIF to MP4, resizing video, extracting audio, compressing files, or any media transformation task.","author":"digitalsamba","license":"MIT","stars":2114,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"ffmpeg for video production video and audio processing with ffmpeg. use for format conversion, resizing, compression, audio extraction, and preparing assets for remotion. triggers include converting gif to mp4, resizing video, extracting audio, compressing files, or any media transformation task. ffmpeg creator "},{"slug":"gumroad","kind":"skill","name":"Gumroad — Printing Press CLI","tagline":"Gumroad's seller API as an agent-ready CLI and MCP server. Trigger phrases: `gumroad products`, `gumroad sales`, `gumroad payouts`, `gumroad subscribers`, `verify gumroad license`, `gumroad offer codes`.","author":"bheemreddy181","license":"Apache-2.0","stars":2037,"dept":"media","deptName":"Content creator","task":"media/earn-from-content","taskName":"Sponsors & memberships","hay":"gumroad — printing press cli gumroad's seller api as an agent-ready cli and mcp server. trigger phrases: `gumroad products`, `gumroad sales`, `gumroad payouts`, `gumroad subscribers`, `verify gumroad license`, `gumroad offer codes`. gumroad creator "},{"slug":"printify","kind":"skill","name":"Printify — Printing Press CLI","tagline":"Create and audit Printify products with manifest-driven image uploads, personalization checks, and local proofing. Trigger phrases: `create Printify products`, `upload Printify artwork`, `audit Printify personalization`, `check Printify product drift`, `run Printify`, `use Printify`.","author":"horknfbr","license":"Apache-2.0","stars":2037,"dept":"sales","deptName":"Sales","task":"sales/run-dropship","taskName":"Dropshipping & POD","hay":"printify — printing press cli create and audit printify products with manifest-driven image uploads, personalization checks, and local proofing. trigger phrases: `create printify products`, `upload printify artwork`, `audit printify personalization`, `check printify product drift`, `run printify`, `use printify`. printify sales & ecommerce "},{"slug":"twitter","kind":"skill","name":"Twitter/X Skill","tagline":"Search and retrieve content from Twitter/X. Get user info, tweets, replies, followers, communities, spaces, and trends via twitterapi.io. Use when user mentions Twitter, X, or tweets.","author":"ReScienceLab","license":"Apache-2.0","stars":1826,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"twitter/x skill search and retrieve content from twitter/x. get user info, tweets, replies, followers, communities, spaces, and trends via twitterapi.io. use when user mentions twitter, x, or tweets. twitter marketing "},{"slug":"docker-mcp-gateway","kind":"agent","name":"Docker MCP gateway","tagline":"Docker's own CLI plugin: run any server from the Docker MCP Catalog in its own container, behind one connection, with secrets kept out of env vars.","author":"docker","license":"MIT","stars":1579,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"docker mcp gateway docker's own cli plugin: run any server from the docker mcp catalog in its own container, behind one connection, with secrets kept out of env vars. docker-mcp-gateway coding "},{"slug":"brave-search-mcp","kind":"agent","name":"Brave Search MCP Server","tagline":"Web, news, image and local search through the Brave Search API.","author":"brave","license":"MIT","stars":1457,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"brave search mcp server web, news, image and local search through the brave search api. brave-search-mcp coding "},{"slug":"ai-sales-team-main-orchestrator","kind":"skill","name":"AI Sales Team — Main Orchestrator","tagline":"You are a comprehensive AI sales intelligence and outreach system for Claude Code. You help founders, sales teams, agency owners, and…","author":"zubair-trabzada","license":"MIT","stars":1400,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"ai sales team — main orchestrator you are a comprehensive ai sales intelligence and outreach system for claude code. you help founders, sales teams, agency owners, and… ai-sales-team-main-orchestrator sales & ecommerce "},{"slug":"cold-outreach-sequence-generator","kind":"skill","name":"Cold outreach sequence generator","tagline":"You are the cold outreach engine for /sales outreach <prospect>. You generate complete, personalized, ready-to-send cold email sequences…","author":"zubair-trabzada","license":"MIT","stars":1400,"dept":"sales","deptName":"Sales","task":"sales/write-outreach","taskName":"Outreach & follow-up","hay":"cold outreach sequence generator you are the cold outreach engine for /sales outreach <prospect>. you generate complete, personalized, ready-to-send cold email sequences… cold-outreach-sequence-generator sales & ecommerce "},{"slug":"company-research-firmographic-analysis","kind":"skill","name":"Company Research & Firmographic Analysis","tagline":"You are the company research engine for /sales research <url>. You produce deep, structured intelligence on a prospect company covering 8…","author":"zubair-trabzada","license":"MIT","stars":1400,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"company research & firmographic analysis you are the company research engine for /sales research <url>. you produce deep, structured intelligence on a prospect company covering 8… company-research-firmographic-analysis sales & ecommerce "},{"slug":"360-feedback-template","kind":"skill","name":"360-Degree Feedback Template Skill","tagline":"Design a 360-degree feedback survey or write a structured 360 feedback report. Use when asked to build a 360 feedback process, write 360 feedback for a colleague, design a feedback survey, or produce a feedback report. Produces either a complete survey instrument with rating scales and open-ended questions, or a structured narrative feedback report with themes, strengths, and development areas.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"360-degree feedback template skill design a 360-degree feedback survey or write a structured 360 feedback report. use when asked to build a 360 feedback process, write 360 feedback for a colleague, design a feedback survey, or produce a feedback report. produces either a complete survey instrument with rating scales and open-ended questions, or a structured narrative feedback report with themes, strengths, and development areas. 360-feedback-template business & ops "},{"slug":"ab-test-planner","kind":"skill","name":"A/B Test Planner Skill","tagline":"Design statistically rigorous A/B tests for product features, UI changes, onboarding flows, and pricing experiments. Use when asked to set up an experiment, design an A/B test, calculate sample size, or interpret test results. Produces a complete test plan with hypothesis, variant definitions, sample size, duration estimate, guardrail metrics, and a results interpretation guide.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"a/b test planner skill design statistically rigorous a/b tests for product features, ui changes, onboarding flows, and pricing experiments. use when asked to set up an experiment, design an a/b test, calculate sample size, or interpret test results. produces a complete test plan with hypothesis, variant definitions, sample size, duration estimate, guardrail metrics, and a results interpretation guide. ab-test-planner marketing "},{"slug":"ad-angle-miner","kind":"skill","name":"Ad angle miner","tagline":"Mine the highest-converting ad angles from customer reviews, Reddit complaints, support tickets, and competitor ads. Extracts actual pain language, competitor weaknesses, and outcome phrases that real buyers use. Outputs a ranked angle bank with proof quotes and recommended ad formats per angle.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"ad angle miner mine the highest-converting ad angles from customer reviews, reddit complaints, support tickets, and competitor ads. extracts actual pain language, competitor weaknesses, and outcome phrases that real buyers use. outputs a ranked angle bank with proof quotes and recommended ad formats per angle. ad-angle-miner business & ops "},{"slug":"ad-campaign-analyzer","kind":"skill","name":"Ad campaign analyzer","tagline":"Analyze ad campaign performance data (Google, Meta, LinkedIn) to identify what's working, what's wasting budget, and specific cut/scale/test recommendations. Runs statistical analysis, funnel diagnostics, and multi-channel budget reallocation with specific dollar-amount shift recommendations and scenario modeling.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"ad campaign analyzer analyze ad campaign performance data (google, meta, linkedin) to identify what's working, what's wasting budget, and specific cut/scale/test recommendations. runs statistical analysis, funnel diagnostics, and multi-channel budget reallocation with specific dollar-amount shift recommendations and scenario modeling. ad-campaign-analyzer business & ops "},{"slug":"ad-lead-quality-analyzer","kind":"skill","name":"Ad lead quality analyzer","tagline":"For paid lead-gen and participant-recruitment ads, replaces vanity CPA with true CAC per qualified lead by joining ad-platform data with downstream funnel events, surfaces tracking gaps, and classifies every creative into Scale / Keep / Investigate / Cut.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/ad-account-audit","taskName":"Ad account audit","hay":"ad lead quality analyzer for paid lead-gen and participant-recruitment ads, replaces vanity cpa with true cac per qualified lead by joining ad-platform data with downstream funnel events, surfaces tracking gaps, and classifies every creative into scale / keep / investigate / cut. ad-lead-quality-analyzer marketing "},{"slug":"skill-8","kind":"skill","name":"OpenClaw Marketing Skills","tagline":"A collection of 37 battle-tested marketing skills for OpenClaw agents. Use when you want to install or reference any marketing skill including: CRO (page-cro, signup-flow-cro, onboarding-cro, form-cro, popup-cro, paywall-upgrade-cro), copywriting, copy-editing, cold-email, email-sequence, social-content, seo-audit, ai-seo, programmatic-seo, site-architecture, schema-markup, content-strategy, paid-ads, ad-creative, ab-test-setup, analytics-tracking, referral-program, free-tool-strategy, churn-prevention, revops, sales-enablement, launch-strategy, pricing-strategy, competitor-alternatives, marketing-ideas, marketing-psychology, lead-magnets, product-marketing-context, and data connectors (google-ads-connect, search-console-connect, meta-ads-connect, x-twitter-connect). Start with product-marketing-context to set up your product context document, then use any other skill naturally. Powered by MyClaw.ai.","author":"LeoYeAI","license":"MIT","stars":1045,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"openclaw marketing skills a collection of 37 battle-tested marketing skills for openclaw agents. use when you want to install or reference any marketing skill including: cro (page-cro, signup-flow-cro, onboarding-cro, form-cro, popup-cro, paywall-upgrade-cro), copywriting, copy-editing, cold-email, email-sequence, social-content, seo-audit, ai-seo, programmatic-seo, site-architecture, schema-markup, content-strategy, paid-ads, ad-creative, ab-test-setup, analytics-tracking, referral-program, free-tool-strategy, churn-prevention, revops, sales-enablement, launch-strategy, pricing-strategy, competitor-alternatives, marketing-ideas, marketing-psychology, lead-magnets, product-marketing-context, and data connectors (google-ads-connect, search-console-connect, meta-ads-connect, x-twitter-connect). start with product-marketing-context to set up your product context document, then use any other skill naturally. powered by myclaw.ai. skill-8 business & ops "},{"slug":"fal-assets","kind":"skill","name":"Game assets with fal","tagline":"Generate game assets with fal (fal.ai) through the fal MCP server, the `um fal` CLI (REST) or `fal api`. Covers sprites and icons with transparent backgrounds, consistent variants and animation frames, pixel art, seamless textures, PBR material maps, image-to-3D models, remeshing, auto-rigging, sound effects, music, voice lines, and trailer or cutscene video. Use whenever a mod needs new art, audio or 3D models, or the user mentions fal, generating sprites, textures, models, SFX or music for a game.","author":"rehan-remade","license":"MIT","stars":1016,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"game assets with fal generate game assets with fal (fal.ai) through the fal mcp server, the `um fal` cli (rest) or `fal api`. covers sprites and icons with transparent backgrounds, consistent variants and animation frames, pixel art, seamless textures, pbr material maps, image-to-3d models, remeshing, auto-rigging, sound effects, music, voice lines, and trailer or cutscene video. use whenever a mod needs new art, audio or 3d models, or the user mentions fal, generating sprites, textures, models, sfx or music for a game. fal-assets coding "},{"slug":"showcase-video","kind":"skill","name":"Showcase video","tagline":"Record and cut a short showcase video of a game mod, or a compilation of clips, ready to post on X/YouTube. Records the game window with only the game's own audio, picks moments from contact sheets, and edits with one-line animated titles, creator credits, transitions, music, watermark and fade-out via an EDL JSON. Use when the user wants a demo video, trailer, clip or montage of a mod, or wants to combine existing clips into a styled video.","author":"rehan-remade","license":"MIT","stars":1016,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"showcase video record and cut a short showcase video of a game mod, or a compilation of clips, ready to post on x/youtube. records the game window with only the game's own audio, picks moments from contact sheets, and edits with one-line animated titles, creator credits, transitions, music, watermark and fade-out via an edl json. use when the user wants a demo video, trailer, clip or montage of a mod, or wants to combine existing clips into a styled video. showcase-video uncategorised "},{"slug":"affiliate-marketing","kind":"skill","name":"Affiliate marketing","tagline":"When the user wants to plan, implement, or optimize affiliate marketing strategy. Also use when the user mentions \"affiliate marketing,\" \"affiliate program strategy,\" \"CPS model,\" \"affiliate recruitment,\" \"commission structure,\" \"affiliate partners,\" \"affiliate network,\" \"affiliate tracking,\" \"affiliate commission,\" or \"partner marketing.\" For affiliate page, use affiliate-page-generator.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/run-affiliate","taskName":"Affiliate programs","hay":"affiliate marketing when the user wants to plan, implement, or optimize affiliate marketing strategy. also use when the user mentions \"affiliate marketing,\" \"affiliate program strategy,\" \"cps model,\" \"affiliate recruitment,\" \"commission structure,\" \"affiliate partners,\" \"affiliate network,\" \"affiliate tracking,\" \"affiliate commission,\" or \"partner marketing.\" for affiliate page, use affiliate-page-generator. affiliate-marketing marketing "},{"slug":"ai-traffic-tracking","kind":"skill","name":"AI traffic tracking","tagline":"When the user wants to track AI search traffic in GA4 or GSC. Also use when the user mentions \"AI traffic,\" \"ChatGPT referral,\" \"Perplexity traffic,\" \"AI Overviews,\" \"GA4 AI sources,\" \"AI search analytics,\" \"track AI referrals,\" \"AI search traffic,\" \"Claude traffic,\" or \"how to track AI traffic.\" For AI SEO strategy, use generative-engine-optimization.","author":"kostja94","license":"MIT","stars":1006,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ai traffic tracking when the user wants to track ai search traffic in ga4 or gsc. also use when the user mentions \"ai traffic,\" \"chatgpt referral,\" \"perplexity traffic,\" \"ai overviews,\" \"ga4 ai sources,\" \"ai search analytics,\" \"track ai referrals,\" \"ai search traffic,\" \"claude traffic,\" or \"how to track ai traffic.\" for ai seo strategy, use generative-engine-optimization. ai-traffic-tracking uncategorised "},{"slug":"analytics-tracking-kostja94","kind":"skill","name":"Analytics tracking","tagline":"When the user wants to set up, audit, or optimize analytics tracking (GA4, events, conversions). Also use when the user mentions \"Google Analytics,\" \"GA4,\" \"event tracking,\" \"conversions,\" \"attribution model,\" \"gtag,\" \"data layer,\" \"GA4 setup,\" \"conversion tracking,\" \"event setup,\" \"User ID tracking,\" or \"CTA attribution.\" For traffic insights, use traffic-analysis.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/measure-marketing","taskName":"Attribution","hay":"analytics tracking when the user wants to set up, audit, or optimize analytics tracking (ga4, events, conversions). also use when the user mentions \"google analytics,\" \"ga4,\" \"event tracking,\" \"conversions,\" \"attribution model,\" \"gtag,\" \"data layer,\" \"ga4 setup,\" \"conversion tracking,\" \"event setup,\" \"user id tracking,\" or \"cta attribution.\" for traffic insights, use traffic-analysis. analytics-tracking-kostja94 marketing "},{"slug":"reladraw","kind":"skill","name":"Reladraw","tagline":"Write, render and edit diagrams in reladraw, a text diagram language where you say where things go, so the arrangement can be read back out of the source without looking at the picture. Use when asked to draw, diagram, sketch or visualize an architecture, a system, a data flow, a pipeline, a deployment, a directory layout, or the shape of a change or pull request; when reading or editing a .reladraw file; or when the user says \"reladraw\", \"diagram this\", \"draw the architecture\", \"show me how these pieces fit\". Use it in place of Mermaid, Graphviz, D2 or hand-drawn ASCII boxes whenever a node-and-line diagram is wanted and reladraw is installed. NOT for charts of data — bar, line, pie, scatter — and NOT for pictures that are not nodes and lines.","author":"reladraw","license":"Apache-2.0","stars":997,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"reladraw write, render and edit diagrams in reladraw, a text diagram language where you say where things go, so the arrangement can be read back out of the source without looking at the picture. use when asked to draw, diagram, sketch or visualize an architecture, a system, a data flow, a pipeline, a deployment, a directory layout, or the shape of a change or pull request; when reading or editing a .reladraw file; or when the user says \"reladraw\", \"diagram this\", \"draw the architecture\", \"show me how these pieces fit\". use it in place of mermaid, graphviz, d2 or hand-drawn ascii boxes whenever a node-and-line diagram is wanted and reladraw is installed. not for charts of data — bar, line, pie, scatter — and not for pictures that are not nodes and lines. reladraw design & ui "},{"slug":"captions","kind":"skill","name":"Captions","tagline":"Use when captions, subtitles, or the spoken text of a YouTube video is needed — even if not explicitly requested: pasted video links or IDs, requests to read, quote, or translate a video, accessibility needs, deaf/HoH use cases, content review, or language learning. Fetches timestamped caption data from any YouTube video. Not for uploading subtitles or account management.","author":"ZeroPointRepo","license":"MIT","stars":945,"dept":"media","deptName":"Content creator","task":"media/caption-subtitle","taskName":"Captions & subs","hay":"captions use when captions, subtitles, or the spoken text of a youtube video is needed — even if not explicitly requested: pasted video links or ids, requests to read, quote, or translate a video, accessibility needs, deaf/hoh use cases, content review, or language learning. fetches timestamped caption data from any youtube video. not for uploading subtitles or account management. captions creator "},{"slug":"subtitles","kind":"skill","name":"Subtitles","tagline":"Use when subtitles or the spoken text of a YouTube video is needed: pasted video links or IDs, requests to translate a video, read along, follow foreign-language content, or extract what was said. Also use for language learning or accessibility. Fetches timestamped subtitles from any YouTube video. Not for uploading subtitles or account management.","author":"ZeroPointRepo","license":"MIT","stars":945,"dept":"media","deptName":"Content creator","task":"media/caption-subtitle","taskName":"Captions & subs","hay":"subtitles use when subtitles or the spoken text of a youtube video is needed: pasted video links or ids, requests to translate a video, read along, follow foreign-language content, or extract what was said. also use for language learning or accessibility. fetches timestamped subtitles from any youtube video. not for uploading subtitles or account management. subtitles creator "},{"slug":"transcript","kind":"skill","name":"Transcript","tagline":"Use when the spoken content of a YouTube video is needed — even if not explicitly requested: pasted video links or IDs, requests to summarize, quote, transcribe, translate, fact-check, or extract anything from a video. Also use for research or learning when a video is the source. Not for uploads or account management.","author":"ZeroPointRepo","license":"MIT","stars":945,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"transcript use when the spoken content of a youtube video is needed — even if not explicitly requested: pasted video links or ids, requests to summarize, quote, transcribe, translate, fact-check, or extract anything from a video. also use for research or learning when a video is the source. not for uploads or account management. transcript creator "},{"slug":"accessibility-audit-2","kind":"skill","name":"Accessibility audit","tagline":"Run a comprehensive WCAG accessibility audit covering perceivable, operable, understandable, and robust principles. Use this skill whenever the user wants to audit accessibility, review WCAG compliance, fix accessibility issues, prepare for accessibility certification, address an accessibility lawsuit risk, or systematically improve a site's accessibility. Triggers on accessibility audit, WCAG audit, a11y audit, accessibility compliance, ADA compliance, screen reader test, keyboard navigation, accessibility report, fix accessibility, axe scan. Also triggers when accessibility issues have been reported and need systematic remediation.","author":"rampstackco","license":"MIT","stars":901,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"accessibility audit run a comprehensive wcag accessibility audit covering perceivable, operable, understandable, and robust principles. use this skill whenever the user wants to audit accessibility, review wcag compliance, fix accessibility issues, prepare for accessibility certification, address an accessibility lawsuit risk, or systematically improve a site's accessibility. triggers on accessibility audit, wcag audit, a11y audit, accessibility compliance, ada compliance, screen reader test, keyboard navigation, accessibility report, fix accessibility, axe scan. also triggers when accessibility issues have been reported and need systematic remediation. accessibility-audit-2 design & ui "},{"slug":"ai-toolkit-trainer","kind":"skill","name":"AI-Toolkit LoRA Trainer (WAN 2.2 & Z-Image)","tagline":"Train custom LoRAs with ostris AI-Toolkit. Covers WAN 2.2/2.1 (people, styles, video motion) and Z-Image (Turbo & Base, low-VRAM image LoRAs). Use when the user wants to train a WAN or Z-Image LoRA; covers local + RunPod setup, dataset prep, key params, and using the result in a ComfyUI workflow.","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"ai-toolkit lora trainer (wan 2.2 & z-image) train custom loras with ostris ai-toolkit. covers wan 2.2/2.1 (people, styles, video motion) and z-image (turbo & base, low-vram image loras). use when the user wants to train a wan or z-image lora; covers local + runpod setup, dataset prep, key params, and using the result in a comfyui workflow. ai-toolkit-trainer creator "},{"slug":"anima-base","kind":"skill","name":"ANIMA 1.0 (Anima Base Ultra) Text-to-Image Workflows","tagline":"Anime/illustration text-to-image (ANIMA 1.0, ~2B Cosmos DiT). Use for anime, manga, illustrated characters; accepts Danbooru tags + natural language; runs/trains on <6GB VRAM; includes anime inpainting via Anima-LLLite ControlNet","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"anima 1.0 (anima base ultra) text-to-image workflows anime/illustration text-to-image (anima 1.0, ~2b cosmos dit). use for anime, manga, illustrated characters; accepts danbooru tags + natural language; runs/trains on <6gb vram; includes anime inpainting via anima-lllite controlnet anima-base creator "},{"slug":"comfyui-node-registry","kind":"skill","name":"Authoring & Publishing ComfyUI Custom Nodes","tagline":"Authoring & publishing ComfyUI custom nodes to the Comfy Registry, covering node structure, pyproject.toml spec, comfy-cli publishing, and CI","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"authoring & publishing comfyui custom nodes authoring & publishing comfyui custom nodes to the comfy registry, covering node structure, pyproject.toml spec, comfy-cli publishing, and ci comfyui-node-registry creator "},{"slug":"auto-research-public","kind":"skill","name":"Auto research public","tagline":"Autonomous cold email campaign launcher. Takes one target company domain, scrapes their website, generates an ICP with Claude, pulls matching leads via Prospeo, enriches emails + company descriptions, personalizes each lead with parallel Claude Code Task sub-agents (A/B/C variants), and uploads as a live Smartlead campaign. Uses local JSON files for state (no database required). Use for automated daily campaign launches after you have an initial `client-profile.yaml` from /icp-onboarding. Triggers on \"auto-research\", \"launch an automated campaign\", \"daily campaign\", \"run the research loop\".","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"auto research public autonomous cold email campaign launcher. takes one target company domain, scrapes their website, generates an icp with claude, pulls matching leads via prospeo, enriches emails + company descriptions, personalizes each lead with parallel claude code task sub-agents (a/b/c variants), and uploads as a live smartlead campaign. uses local json files for state (no database required). use for automated daily campaign launches after you have an initial `client-profile.yaml` from /icp-onboarding. triggers on \"auto-research\", \"launch an automated campaign\", \"daily campaign\", \"run the research loop\". auto-research-public sales & ecommerce "},{"slug":"blitz-list-builder","kind":"skill","name":"Blitz list builder","tagline":"Use the Blitz API to find decision-makers at specific companies when you already have a list of company domains. Best for SMB owner-finding, domain-to-people lookup, or supplementing Prospeo results. Outputs a CSV you can feed to the email-waterfall or directly to /cold-email-starter-kit for Smartlead upload. Use when your targeting is company-first (not title-first).","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"blitz list builder use the blitz api to find decision-makers at specific companies when you already have a list of company domains. best for smb owner-finding, domain-to-people lookup, or supplementing prospeo results. outputs a csv you can feed to the email-waterfall or directly to /cold-email-starter-kit for smartlead upload. use when your targeting is company-first (not title-first). blitz-list-builder uncategorised "},{"slug":"campaign-strategy","kind":"skill","name":"Campaign strategy","tagline":"Generates 15-25+ cold outbound campaign ideas with targeting strategies, AI personalization approaches, and value propositions. Use when planning campaign experiments for a client, given their website or business context.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"campaign strategy generates 15-25+ cold outbound campaign ideas with targeting strategies, ai personalization approaches, and value propositions. use when planning campaign experiments for a client, given their website or business context. campaign-strategy business & ops "},{"slug":"ab-test-setup-openclaudia","kind":"skill","name":"Ab test setup","tagline":"Design, plan, and analyze A/B tests with statistical rigor. Use when the user asks about A/B testing, split testing, experiment design, statistical significance, sample size calculation, test duration, multivariate testing, or conversion experiments. Trigger phrases include \"A/B test\", \"split test\", \"experiment\", \"statistical significance\", \"sample size\", \"test duration\", \"which version wins\", \"conversion experiment\", \"hypothesis test\", \"variant testing\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"ab test setup design, plan, and analyze a/b tests with statistical rigor. use when the user asks about a/b testing, split testing, experiment design, statistical significance, sample size calculation, test duration, multivariate testing, or conversion experiments. trigger phrases include \"a/b test\", \"split test\", \"experiment\", \"statistical significance\", \"sample size\", \"test duration\", \"which version wins\", \"conversion experiment\", \"hypothesis test\", \"variant testing\". ab-test-setup-openclaudia marketing "},{"slug":"affiliate-marketing-openclaudia","kind":"skill","name":"Affiliate marketing","tagline":"Build and manage an affiliate marketing program. Use when the user says \"affiliate program\", \"affiliate marketing\", \"affiliate partners\", \"referral commissions\", \"affiliate network\", \"partner program\", \"affiliate tracking\", or asks about creating, managing, or growing an affiliate or partner program.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/run-affiliate","taskName":"Affiliate programs","hay":"affiliate marketing build and manage an affiliate marketing program. use when the user says \"affiliate program\", \"affiliate marketing\", \"affiliate partners\", \"referral commissions\", \"affiliate network\", \"partner program\", \"affiliate tracking\", or asks about creating, managing, or growing an affiliate or partner program. affiliate-marketing-openclaudia marketing "},{"slug":"ahrefs-python","kind":"skill","name":"Ahrefs python","tagline":"Manages Ahrefs API usage in Python using `ahrefs-python` library. Use when working with SEO / marketing related tasks or with data including backlinks, keywords, domain ratings, organic traffic, site audits, rank tracking, and brand monitoring. Covers `ahrefs-python` usage including AhrefsClient / AsyncAhrefsClient, typed request/response models, error handling, and all API sections.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"ahrefs python manages ahrefs api usage in python using `ahrefs-python` library. use when working with seo / marketing related tasks or with data including backlinks, keywords, domain ratings, organic traffic, site audits, rank tracking, and brand monitoring. covers `ahrefs-python` usage including ahrefsclient / asyncahrefsclient, typed request/response models, error handling, and all api sections. ahrefs-python coding "},{"slug":"submit-program","kind":"skill","name":"Affiliate Program Lister","tagline":"Research an affiliate program and create a verified listing for openaffiliate.dev. Use this skill when the user asks anything about listing a program, adding an affiliate program to the directory, submitting a program to list, creating a listing, documenting an affiliate program, sharing an affiliate program, writing a program profile, posting a program to openaffiliate.dev, or contributing a new program. Also trigger for: \"list a program\", \"add affiliate program\", \"submit program to list\", create listing for X\", \"document affiliate program\", \"share affiliate program\", write a listing\", \"post to openaffiliate.dev\", \"add X to the directory\", register an affiliate program\", \"publish affiliate program\", \"new program listing\", profile this affiliate program\", \"catalog this program\".","author":"Affitor","license":"MIT","stars":672,"dept":"marketing","deptName":"Marketing","task":"marketing/run-affiliate","taskName":"Affiliate programs","hay":"affiliate program lister research an affiliate program and create a verified listing for openaffiliate.dev. use this skill when the user asks anything about listing a program, adding an affiliate program to the directory, submitting a program to list, creating a listing, documenting an affiliate program, sharing an affiliate program, writing a program profile, posting a program to openaffiliate.dev, or contributing a new program. also trigger for: \"list a program\", \"add affiliate program\", \"submit program to list\", create listing for x\", \"document affiliate program\", \"share affiliate program\", write a listing\", \"post to openaffiliate.dev\", \"add x to the directory\", register an affiliate program\", \"publish affiliate program\", \"new program listing\", profile this affiliate program\", \"catalog this program\". submit-program marketing "},{"slug":"business-motion-film","kind":"skill","name":"Business motion film","tagline":"Plan, build and quality-check a premium short commercial for a real business (roofing, property, ecommerce, B2B software) using AI-generated footage, code-built motion (HTML/GSAP), selective Three.js and an independent-critic \"Gauntlet\" loop. Use when asked to make a launch-style / SaaS-style video, business ad, explainer, sample reel or pitch video, or to review and improve one. Encodes motion principles distilled from 28 professional launch films, a quality bar, audio rules and a business-offer playbook.","author":"echris6","license":"MIT","stars":665,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"business motion film plan, build and quality-check a premium short commercial for a real business (roofing, property, ecommerce, b2b software) using ai-generated footage, code-built motion (html/gsap), selective three.js and an independent-critic \"gauntlet\" loop. use when asked to make a launch-style / saas-style video, business ad, explainer, sample reel or pitch video, or to review and improve one. encodes motion principles distilled from 28 professional launch films, a quality bar, audio rules and a business-offer playbook. business-motion-film business & ops "},{"slug":"00-ke-hoach-mkt","kind":"skill","name":"00 ke hoach mkt","tagline":"Dung khi can ke hoach marketing tong the cho mot ky — muc tieu, phan khuc, kenh, ngan sach, timeline, KPI va ma tran rui ro. Co ca che do ban day du va che do ke hoach 1 trang cho chu doanh nghiep nho. Kich hoat khi user nhac 'lap ke hoach marketing', 'ke hoach MKT', 'marketing plan', 'chien luoc marketing nam', 'plan quy toi', 'ke hoach 1 trang'. Khong dung cho — tinh nguoc ngan sach tu doanh thu thi dung skill 10-tinh-kpi-nguoc; phan bo ngan sach chi tiet theo kenh thi dung skill 61-budget-planning; brief mot chien dich cu the thi dung skill 02-brief-chien-dich.","author":"minhnv0807","license":"MIT","stars":599,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"00 ke hoach mkt dung khi can ke hoach marketing tong the cho mot ky — muc tieu, phan khuc, kenh, ngan sach, timeline, kpi va ma tran rui ro. co ca che do ban day du va che do ke hoach 1 trang cho chu doanh nghiep nho. kich hoat khi user nhac 'lap ke hoach marketing', 'ke hoach mkt', 'marketing plan', 'chien luoc marketing nam', 'plan quy toi', 'ke hoach 1 trang'. khong dung cho — tinh nguoc ngan sach tu doanh thu thi dung skill 10-tinh-kpi-nguoc; phan bo ngan sach chi tiet theo kenh thi dung skill 61-budget-planning; brief mot chien dich cu the thi dung skill 02-brief-chien-dich. 00-ke-hoach-mkt business & ops "},{"slug":"00-marketing-plan-global","kind":"skill","name":"00 marketing plan global","tagline":"Use when the user needs an overall marketing plan for a period — objectives, segments, positioning, channel mix, content direction, budget, timeline, KPIs, and a risk matrix, adapted to US, EU, SEA, or LATAM. Trigger on 'marketing plan', 'marketing strategy for next year', 'go-to-market roadmap', 'plan for Q3', 'we have no marketing plan', 'where should we spend next quarter'. Also use when a founder only says the business needs to grow and has no idea which channel to start with. Not for — one specific campaign, see `02-campaign-brief-global`; working backward from a revenue goal to spend, see `10-reverse-kpi-global`; splitting a budget across channels and months, see `61-budget-planning-global`; taking a brand new product to market, see `59-go-to-market-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/plan-marketing","taskName":"Marketing strategy","hay":"00 marketing plan global use when the user needs an overall marketing plan for a period — objectives, segments, positioning, channel mix, content direction, budget, timeline, kpis, and a risk matrix, adapted to us, eu, sea, or latam. trigger on 'marketing plan', 'marketing strategy for next year', 'go-to-market roadmap', 'plan for q3', 'we have no marketing plan', 'where should we spend next quarter'. also use when a founder only says the business needs to grow and has no idea which channel to start with. not for — one specific campaign, see `02-campaign-brief-global`; working backward from a revenue goal to spend, see `10-reverse-kpi-global`; splitting a budget across channels and months, see `61-budget-planning-global`; taking a brand new product to market, see `59-go-to-market-global`. 00-marketing-plan-global marketing "},{"slug":"01-content-calendar-global","kind":"skill","name":"01 content calendar global","tagline":"Use when the user needs a monthly or weekly content calendar — posting schedule per channel, funnel ratio, content pillars, repurposing matrix, and an owner per slot. Trigger on 'content calendar', 'posting schedule', 'what should we post this month', 'editorial calendar', 'social media plan', 'we post randomly with no plan'. Also use when the user only says the team keeps running out of things to post. Not for — the brief for one specific post, see `36-content-brief-global`; the caption text itself, see `37-social-caption-global`; deciding next period content from last period data, see `40-next-content-plan-global`; a paid campaign timeline, see `02-campaign-brief-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"media","deptName":"Content creator","task":"media/plan-content","taskName":"Content planning","hay":"01 content calendar global use when the user needs a monthly or weekly content calendar — posting schedule per channel, funnel ratio, content pillars, repurposing matrix, and an owner per slot. trigger on 'content calendar', 'posting schedule', 'what should we post this month', 'editorial calendar', 'social media plan', 'we post randomly with no plan'. also use when the user only says the team keeps running out of things to post. not for — the brief for one specific post, see `36-content-brief-global`; the caption text itself, see `37-social-caption-global`; deciding next period content from last period data, see `40-next-content-plan-global`; a paid campaign timeline, see `02-campaign-brief-global`. 01-content-calendar-global creator "},{"slug":"ship-learn-next","kind":"skill","name":"Ship-Learn-Next Action Planner","tagline":"Transform learning content (like YouTube transcripts, articles, tutorials) into actionable implementation plans using the Ship-Learn-Next framework. Use when user wants to turn advice, lessons, or educational content into concrete action steps, reps, or a learning quest.","author":"michalparkola","license":"MIT","stars":553,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ship-learn-next action planner transform learning content (like youtube transcripts, articles, tutorials) into actionable implementation plans using the ship-learn-next framework. use when user wants to turn advice, lessons, or educational content into concrete action steps, reps, or a learning quest. ship-learn-next uncategorised "},{"slug":"youtube-transcript","kind":"skill","name":"YouTube Transcript Downloader","tagline":"Download YouTube video transcripts when user provides a YouTube URL or asks to download/get/fetch a transcript from YouTube. Also use when user wants to transcribe or get captions/subtitles from a YouTube video.","author":"michalparkola","license":"MIT","stars":547,"dept":"media","deptName":"Content creator","task":"media/caption-subtitle","taskName":"Captions & subs","hay":"youtube transcript downloader download youtube video transcripts when user provides a youtube url or asks to download/get/fetch a transcript from youtube. also use when user wants to transcribe or get captions/subtitles from a youtube video. youtube-transcript creator "},{"slug":"general-video","kind":"skill","name":"General video","tagline":"Author or edit a custom HyperFrames composition when no specialized workflow fits, or when BRIEF.md sets flow: companion. Use for longer or multi-scene pieces, brand and sizzle reels, montages, static loops, static title cards, footage remixes, and freeform builds. Use motion-graphics instead for a short unnarrated motion-first unit, including an animated title. Route fresh creation through hyperframes before using this skill.","author":"edenfunf","license":"MIT","stars":543,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"general video author or edit a custom hyperframes composition when no specialized workflow fits, or when brief.md sets flow: companion. use for longer or multi-scene pieces, brand and sizzle reels, montages, static loops, static title cards, footage remixes, and freeform builds. use motion-graphics instead for a short unnarrated motion-first unit, including an animated title. route fresh creation through hyperframes before using this skill. general-video uncategorised "},{"slug":"pr-to-video","kind":"skill","name":"PR to HyperFrames","tagline":"Turn a GitHub pull request (a PR URL, owner/repo#N, or 'this PR' in a checked-out repo) into a code-change explainer video — changelog, feature reveal, fix, or refactor walkthrough built from the diff, commits, and files: the input is a code change, not a website. Not a product promo (/product-launch-video) or a no-PR topic explainer (/faceless-explainer). Unclear → /hyperframes.","author":"edenfunf","license":"MIT","stars":543,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"pr to hyperframes turn a github pull request (a pr url, owner/repo#n, or 'this pr' in a checked-out repo) into a code-change explainer video — changelog, feature reveal, fix, or refactor walkthrough built from the diff, commits, and files: the input is a code change, not a website. not a product promo (/product-launch-video) or a no-pr topic explainer (/faceless-explainer). unclear → /hyperframes. pr-to-video creator "},{"slug":"trend-analysis","kind":"skill","name":"Skill: trend-analysis","tagline":"Analyzes market trends across platforms (TikTok, Reddit, App Store, Google Trends) for a given topic or category. Writes a new file to memory/market_insights/.","author":"MaxKmet","license":"MIT","stars":468,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"skill: trend-analysis analyzes market trends across platforms (tiktok, reddit, app store, google trends) for a given topic or category. writes a new file to memory/market_insights/. trend-analysis business & ops "},{"slug":"youtube-script-3","kind":"skill","name":"🎬 YouTube Script: Writing retention-optimized video script...","tagline":"Use this skill when the user says 'YouTube script', 'video script', 'write script for YouTube', 'YouTube video outline', or is creating scripted content for a YouTube video with hooks, chapters, and CTAs. Do NOT use for TikTok/Reels short-form scripts or webinar presentations.","author":"cwinvestments","license":"MIT","stars":423,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"🎬 youtube script: writing retention-optimized video script... use this skill when the user says 'youtube script', 'video script', 'write script for youtube', 'youtube video outline', or is creating scripted content for a youtube video with hooks, chapters, and ctas. do not use for tiktok/reels short-form scripts or webinar presentations. youtube-script-3 business & ops "},{"slug":"lead-magnet-2","kind":"skill","name":"Lead Magnet: Creating lead capture asset...","tagline":"Use this skill when the user says 'lead magnet', 'opt-in', 'freebie', 'list building', 'email list growth', or needs a lead capture asset with landing page copy, delivery emails, and nurture sequence. Do NOT use for full funnel design or paid ad copy.","author":"cwinvestments","license":"MIT","stars":423,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"lead magnet: creating lead capture asset... use this skill when the user says 'lead magnet', 'opt-in', 'freebie', 'list building', 'email list growth', or needs a lead capture asset with landing page copy, delivery emails, and nurture sequence. do not use for full funnel design or paid ad copy. lead-magnet-2 sales & ecommerce "},{"slug":"newsletter-2","kind":"skill","name":"Newsletter: Writing email newsletter edition...","tagline":"Use this skill when the user says 'newsletter', 'email newsletter', 'weekly digest', 'subscriber growth', 'open rates', or needs subject lines, content structure, sponsorship placement, and growth tactics for email newsletters. Do NOT use for lead magnets or content pipelines.","author":"cwinvestments","license":"MIT","stars":423,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"newsletter: writing email newsletter edition... use this skill when the user says 'newsletter', 'email newsletter', 'weekly digest', 'subscriber growth', 'open rates', or needs subject lines, content structure, sponsorship placement, and growth tactics for email newsletters. do not use for lead magnets or content pipelines. newsletter-2 marketing "},{"slug":"stop-slop","kind":"skill","name":"Make Your Writing Sound Human Again","tagline":"Paste writing that sounds stiff or robotic and get back a cleaner version with the filler, clichés and buzzwords stripped out.","author":"Hardik Pandya (https://hvpandya.com)","license":"MIT","stars":361,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"make your writing sound human again paste writing that sounds stiff or robotic and get back a cleaner version with the filler, clichés and buzzwords stripped out. stop-slop content & docs your emails and posts come out sounding generic and overpolished, full of phrases everyone uses and nobody means. you want them to read like a real person wrote them, not a template."},{"slug":"pricing-page","kind":"skill","name":"Pricing Page (High‑Conversion) — Web Design Skill","tagline":"Tell us about your plans and prices, and get back a ready-to-build pricing page: plan layout, what each tier includes, buttons, and answers to common buyer questions.","author":"Meng To","license":"MIT","stars":361,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"pricing page (high‑conversion) — web design skill tell us about your plans and prices, and get back a ready-to-build pricing page: plan layout, what each tier includes, buttons, and answers to common buyer questions. pricing-page business & ops people land on your pricing page, get confused, and leave without buying. you never know if it's the price, the plans, or just that nothing on the page answers their doubts."},{"slug":"seo-link-strategy","kind":"skill","name":"SEO link strategy","tagline":"Research backlink opportunities, record contact evidence, and generate personalized local outreach drafts from user-provided product and contact data. Use for backlink planning and draft preparation; never send messages or submit forms without explicit authorization for the exact target and payload.","author":"kennyzir","license":"MIT","stars":318,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo link strategy research backlink opportunities, record contact evidence, and generate personalized local outreach drafts from user-provided product and contact data. use for backlink planning and draft preparation; never send messages or submit forms without explicit authorization for the exact target and payload. seo-link-strategy marketing "},{"slug":"google-ads-4","kind":"skill","name":"Google Ads Management","tagline":"Google Ads management skill with API integration. Covers campaign creation, optimization, keyword management, performance analysis, and search term auditing via Python scripts that connect to the Google Ads API. MANDATORY TRIGGERS: Google Ads, Google campaign, Google search ads, Google PMax, Performance Max, Google Display, Google Shopping, Google ad performance, Google keyword, search terms, Google RSA, Google bidding, Google Ads API","author":"ivangfalco","license":"MIT","stars":275,"dept":"marketing","deptName":"Marketing","task":"marketing/run-search-ads","taskName":"Search ads","hay":"google ads management google ads management skill with api integration. covers campaign creation, optimization, keyword management, performance analysis, and search term auditing via python scripts that connect to the google ads api. mandatory triggers: google ads, google campaign, google search ads, google pmax, performance max, google display, google shopping, google ad performance, google keyword, search terms, google rsa, google bidding, google ads api google-ads-4 marketing "},{"slug":"linkedin-ads-2","kind":"skill","name":"LinkedIn Ads Management","tagline":"LinkedIn Ads management skill for B2B SaaS campaigns. Routes to specialized sub-skills for campaign planning, performance analysis, account audits, and account management. MANDATORY TRIGGERS: LinkedIn Ads, LinkedIn campaign, LinkedIn advertising, B2B ads, paid social, LinkedIn paid, ad account, campaign manager, LinkedIn lead gen, LinkedIn retargeting, ad audit, ad performance, ad optimization, campaign plan, media plan, LinkedIn budget","author":"ivangfalco","license":"MIT","stars":275,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"linkedin ads management linkedin ads management skill for b2b saas campaigns. routes to specialized sub-skills for campaign planning, performance analysis, account audits, and account management. mandatory triggers: linkedin ads, linkedin campaign, linkedin advertising, b2b ads, paid social, linkedin paid, ad account, campaign manager, linkedin lead gen, linkedin retargeting, ad audit, ad performance, ad optimization, campaign plan, media plan, linkedin budget linkedin-ads-2 marketing "},{"slug":"meta-ads-3","kind":"skill","name":"Meta Ads Management for B2B","tagline":"Meta Ads (Facebook/Instagram) management skill for B2B campaigns. Covers audience strategy, campaign structure, creative testing, and lead form optimization specifically for B2B SaaS on Meta's platform. MANDATORY TRIGGERS: Meta Ads, Facebook Ads, Instagram Ads, Facebook campaign, Meta campaign, Facebook advertising, Meta advertising, Facebook lead gen, Meta lead forms, Facebook retargeting, Meta remarketing, Facebook lookalike, Meta audience, Advantage Plus, Meta B2B, Facebook B2B","author":"ivangfalco","license":"MIT","stars":275,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"meta ads management for b2b meta ads (facebook/instagram) management skill for b2b campaigns. covers audience strategy, campaign structure, creative testing, and lead form optimization specifically for b2b saas on meta's platform. mandatory triggers: meta ads, facebook ads, instagram ads, facebook campaign, meta campaign, facebook advertising, meta advertising, facebook lead gen, meta lead forms, facebook retargeting, meta remarketing, facebook lookalike, meta audience, advantage plus, meta b2b, facebook b2b meta-ads-3 marketing "},{"slug":"chapter-writing","kind":"skill","name":"Chapter writing","tagline":"This skill should be used when the user asks to \"write a chapter\", \"next chapter\", \"chapter outline\", \"draft chapter\", \"continue the story\", \"write a scene\", \"outline a chapter\", or wants to write prose for a story project.","author":"danjdewhurst","license":"MIT","stars":241,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"chapter writing this skill should be used when the user asks to \"write a chapter\", \"next chapter\", \"chapter outline\", \"draft chapter\", \"continue the story\", \"write a scene\", \"outline a chapter\", or wants to write prose for a story project. chapter-writing uncategorised "},{"slug":"character-management","kind":"skill","name":"Character management","tagline":"This skill should be used when the user asks to \"create a character\", \"update a character\", \"add a character\", \"build a family tree\", \"character relationships\", \"character timeline\", \"character arc\", \"character profile\", or needs to manage characters in a story project.","author":"danjdewhurst","license":"MIT","stars":241,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"character management this skill should be used when the user asks to \"create a character\", \"update a character\", \"add a character\", \"build a family tree\", \"character relationships\", \"character timeline\", \"character arc\", \"character profile\", or needs to manage characters in a story project. character-management uncategorised "},{"slug":"discovery-drafting","kind":"skill","name":"Discovery drafting","tagline":"This skill should be used when the user asks to \"pantsing\", \"discovery write\", \"write without an outline\", \"discovery draft\", \"write into the dark\", \"story kernel\", \"reconcile a chapter\", \"reverse outline\", \"cut a subplot\", \"dead end\", \"drafting sprint\", \"writing cadence\", or wants to draft a story by discovery with retrospective bible reconciliation.","author":"danjdewhurst","license":"MIT","stars":241,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"discovery drafting this skill should be used when the user asks to \"pantsing\", \"discovery write\", \"write without an outline\", \"discovery draft\", \"write into the dark\", \"story kernel\", \"reconcile a chapter\", \"reverse outline\", \"cut a subplot\", \"dead end\", \"drafting sprint\", \"writing cadence\", or wants to draft a story by discovery with retrospective bible reconciliation. discovery-drafting uncategorised "},{"slug":"codex","kind":"skill","name":"Codex Skill Guide","tagline":"Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing. Uses GPT-5.2 by default for state-of-the-art software engineering.","author":"jdrhyne","license":"MIT","stars":240,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"codex skill guide use when the user asks to run codex cli (codex exec, codex resume) or references openai codex for code analysis, refactoring, or automated editing. uses gpt-5.2 by default for state-of-the-art software engineering. codex coding "},{"slug":"copywriting-hooks","kind":"skill","name":"Copywriting hooks","tagline":"Writes opening hooks and post titles for long-form articles in EN or FR — blog posts, Substack/Medium/dev.to, LinkedIn long-form, newsletters, essays. Trigger whenever the user asks for a hook, opening, lede, intro, first sentence/paragraph, opener, accroche, attaque, phrase d'accroche, or première phrase — including punching up a flat intro or draft opening — or for a post title, titre d'article, or headline. Do NOT trigger for social posts (LinkedIn feed, Twitter/X, TikTok, Bluesky), READMEs, taglines, email subjects, ad copy, landing-page headlines, press releases, SEO meta, or body rewrites. Do NOT use for end-of-article CTAs — use samber/cc-skills@copywriting-cta instead.","author":"samber","license":"MIT","stars":222,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"copywriting hooks writes opening hooks and post titles for long-form articles in en or fr — blog posts, substack/medium/dev.to, linkedin long-form, newsletters, essays. trigger whenever the user asks for a hook, opening, lede, intro, first sentence/paragraph, opener, accroche, attaque, phrase d'accroche, or première phrase — including punching up a flat intro or draft opening — or for a post title, titre d'article, or headline. do not trigger for social posts (linkedin feed, twitter/x, tiktok, bluesky), readmes, taglines, email subjects, ad copy, landing-page headlines, press releases, seo meta, or body rewrites. do not use for end-of-article ctas — use samber/cc-skills@copywriting-cta instead. copywriting-hooks marketing "},{"slug":"copywriting-cta","kind":"skill","name":"End-of-Article CTA Designer","tagline":"Designs end-of-article CTAs — copy, layout, placement, A/B test plan, accessibility — for blog posts, newsletters, and essays. Use whenever the user asks to write, review, or improve a CTA at the bottom of an article; mentions \"end-of-post CTA\", \"call-to-action\", \"signup box\", \"newsletter CTA\", \"subscribe block\", or \"what should I put at the bottom\"; or asks how to turn readers into subscribers, leads, customers, or paying supporters. Covers personal blogs, paid newsletters (Substack, beehiiv, Ghost), and brand content-marketing blogs. Do NOT use for opening hooks, ledes, or post titles — use samber/cc-skills@copywriting-hooks instead. Not for landing-page, ad, or email copy.","author":"samber","license":"MIT","stars":222,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"end-of-article cta designer designs end-of-article ctas — copy, layout, placement, a/b test plan, accessibility — for blog posts, newsletters, and essays. use whenever the user asks to write, review, or improve a cta at the bottom of an article; mentions \"end-of-post cta\", \"call-to-action\", \"signup box\", \"newsletter cta\", \"subscribe block\", or \"what should i put at the bottom\"; or asks how to turn readers into subscribers, leads, customers, or paying supporters. covers personal blogs, paid newsletters (substack, beehiiv, ghost), and brand content-marketing blogs. do not use for opening hooks, ledes, or post titles — use samber/cc-skills@copywriting-hooks instead. not for landing-page, ad, or email copy. copywriting-cta creator "},{"slug":"influence-and-negotiation","kind":"skill","name":"Influence and negotiation","tagline":"Influence and negotiation toolkit for any interaction needing another person's agreement, even when the user never says 'negotiation'. Covers B2B sales, salary reviews and raise asks, collective bargaining and unions, hard 1:1s, recruitment closes, cross-cultural deals, mediation, and diplomatic messages — declining, pushing back on scope, justifying a delay, raising a concern, getting alignment. Use when the user says 'they just said X, what do I say' or 'draft a reply', or mentions a buyer, champion, procurement, RFP, sponsor, HR, union, or candidate, or a pushback, refusal, ghosting, no-decision, escalation, fixed budget, counter-offer, comp band, strike, BATNA, anchor, or concession.","author":"samber","license":"MIT","stars":222,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"influence and negotiation influence and negotiation toolkit for any interaction needing another person's agreement, even when the user never says 'negotiation'. covers b2b sales, salary reviews and raise asks, collective bargaining and unions, hard 1:1s, recruitment closes, cross-cultural deals, mediation, and diplomatic messages — declining, pushing back on scope, justifying a delay, raising a concern, getting alignment. use when the user says 'they just said x, what do i say' or 'draft a reply', or mentions a buyer, champion, procurement, rfp, sponsor, hr, union, or candidate, or a pushback, refusal, ghosting, no-decision, escalation, fixed budget, counter-offer, comp band, strike, batna, anchor, or concession. influence-and-negotiation sales & ecommerce "},{"slug":"skill-11","kind":"skill","name":"SEO GEO Audit Skill","tagline":"Run a unified SEO and GEO audit for a website, page, or domain. Use when the user asks for a full SEO audit, GEO audit, AI visibility review, EEAT review, entity audit, authority audit, or wants one prioritized report that combines technical findings, content quality, trust signals, and AI citation readiness.","author":"dageno-agents","license":"MIT","stars":175,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"seo geo audit skill run a unified seo and geo audit for a website, page, or domain. use when the user asks for a full seo audit, geo audit, ai visibility review, eeat review, entity audit, authority audit, or wants one prioritized report that combines technical findings, content quality, trust signals, and ai citation readiness. skill-11 marketing "},{"slug":"creative-strategy-engine","kind":"skill","name":"Creative strategy engine","tagline":"Strategic framework for mapping pain/persona intersections and messaging angles. Defines the structure for organizing creative strategy, not the tactics for execution. Use this when planning an organizational or systematic approach to creative strategy, or when a user provides a product and wants to define messaging angles, write strategic hooks, or execute ads in visual formats defined by awareness and decision stages.","author":"motion-team","license":"MIT","stars":172,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"creative strategy engine strategic framework for mapping pain/persona intersections and messaging angles. defines the structure for organizing creative strategy, not the tactics for execution. use this when planning an organizational or systematic approach to creative strategy, or when a user provides a product and wants to define messaging angles, write strategic hooks, or execute ads in visual formats defined by awareness and decision stages. creative-strategy-engine marketing "},{"slug":"skill-10","kind":"skill","name":"SEO Landing Generator","tagline":"Generates fast, SEO-optimized static HTML landing pages targeting 100/100 PageSpeed (LCP < 2.5s, INP < 100ms, CLS < 0.1), full schema.org JSON-LD, AVIF images, critical CSS, zero external dependencies. Use when: user asks to create/build/generate a landing page, one-pager, or static site with focus on SEO, speed, or PageSpeed; asks for an SEO-friendly page from a brief/ТЗ; or asks to audit/fix a landing against a performance checklist.","author":"aleksandr-alhoff","license":"MIT","stars":159,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo landing generator generates fast, seo-optimized static html landing pages targeting 100/100 pagespeed (lcp < 2.5s, inp < 100ms, cls < 0.1), full schema.org json-ld, avif images, critical css, zero external dependencies. use when: user asks to create/build/generate a landing page, one-pager, or static site with focus on seo, speed, or pagespeed; asks for an seo-friendly page from a brief/тз; or asks to audit/fix a landing against a performance checklist. skill-10 marketing "},{"slug":"shopify-2","kind":"skill","name":"Shopify","tagline":"Build and customize Shopify stores — themes with Liquid, Storefront API, custom apps, and headless commerce with Hydrogen. Use when someone asks to build a Shopify store\", \"Shopify theme\", \"Liquid templates\", \"Shopify API\", Shopify app\", \"headless Shopify\", \"Hydrogen storefront\", \"customize Shopify\", Shopify product management\", or \"e-commerce with Shopify\". Covers Liquid templating, theme development, Storefront/Admin APIs, custom apps, checkout extensions, and Hydrogen (React-based headless).","author":"TerminalSkills","license":"Apache-2.0","stars":157,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"shopify build and customize shopify stores — themes with liquid, storefront api, custom apps, and headless commerce with hydrogen. use when someone asks to build a shopify store\", \"shopify theme\", \"liquid templates\", \"shopify api\", shopify app\", \"headless shopify\", \"hydrogen storefront\", \"customize shopify\", shopify product management\", or \"e-commerce with shopify\". covers liquid templating, theme development, storefront/admin apis, custom apps, checkout extensions, and hydrogen (react-based headless). shopify-2 sales & ecommerce "},{"slug":"ad-spend-optimizer","kind":"skill","name":"Ad spend optimizer","tagline":"Analyze paid advertising performance across channels and recommend budget reallocation to maximize ROAS and minimize CAC. Use when: planning quarterly ad budget allocation, diagnosing underperforming ad channels, deciding whether to scale spend on a channel, calculating marginal ROI across Google Ads, Meta, LinkedIn, or TikTok, rebalancing media mix after performance shifts, or setting up a test-and-scale framework for new channels.","author":"guia-matthieu","license":"MIT","stars":151,"dept":"marketing","deptName":"Marketing","task":"marketing/ad-account-audit","taskName":"Ad account audit","hay":"ad spend optimizer analyze paid advertising performance across channels and recommend budget reallocation to maximize roas and minimize cac. use when: planning quarterly ad budget allocation, diagnosing underperforming ad channels, deciding whether to scale spend on a channel, calculating marginal roi across google ads, meta, linkedin, or tiktok, rebalancing media mix after performance shifts, or setting up a test-and-scale framework for new channels. ad-spend-optimizer marketing "},{"slug":"expert-secrets","kind":"skill","name":"Expert secrets","tagline":"Apply Russell Brunson's Expert Secrets framework to build a mass movement around expertise — create a charismatic leader persona, design a new-opportunity offer, craft belief-breaking stories, and structure a Perfect Webinar that converts. Use when: positioning as an expert to monetize knowledge, creating an online course or coaching program, designing a webinar sales presentation, building a tribe with an identity and cause, crafting an Epiphany Bridge origin story, or packaging expertise into a value ladder.","author":"guia-matthieu","license":"MIT","stars":151,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"expert secrets apply russell brunson's expert secrets framework to build a mass movement around expertise — create a charismatic leader persona, design a new-opportunity offer, craft belief-breaking stories, and structure a perfect webinar that converts. use when: positioning as an expert to monetize knowledge, creating an online course or coaching program, designing a webinar sales presentation, building a tribe with an identity and cause, crafting an epiphany bridge origin story, or packaging expertise into a value ladder. expert-secrets marketing "},{"slug":"ig-audience-insights","kind":"skill","name":"Instagram Audience Insights","tagline":"Read your Instagram niche and profile from real data via Apify, no login. Scan a hashtag for the posts traveling now (likes, comments, owner) to see the format and hook that works. Pull profile stats for any handle, yours or a competitor's: followers, posts, bio, category. Instagram hides who liked or commented on other accounts, so this is discovery plus profiles, not engagers. Triggers on \"what works in my niche\", \"scan the hashtag\", \"competitor stats\". Not for writing captions (use ig-caption-writer).","author":"sergebulaev","license":"MIT","stars":138,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"instagram audience insights read your instagram niche and profile from real data via apify, no login. scan a hashtag for the posts traveling now (likes, comments, owner) to see the format and hook that works. pull profile stats for any handle, yours or a competitor's: followers, posts, bio, category. instagram hides who liked or commented on other accounts, so this is discovery plus profiles, not engagers. triggers on \"what works in my niche\", \"scan the hashtag\", \"competitor stats\". not for writing captions (use ig-caption-writer). ig-audience-insights marketing "},{"slug":"ig-caption-writer","kind":"skill","name":"Instagram Caption Writer","tagline":"Draft an Instagram caption with the hook in the first 125 characters, a skimmable body, and one clear CTA, using a 2026 hook formula chosen by goal (saves, shares, comments, follows). Runs the humanizer pass and, on approval, publishes with the image or video you supply via the Publora media flow. Use to caption a single image or a Reel. Not for slide-by-slide carousels (use ig-carousel-planner) or auditing a draft (use ig-humanizer --mode audit).","author":"sergebulaev","license":"MIT","stars":138,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"instagram caption writer draft an instagram caption with the hook in the first 125 characters, a skimmable body, and one clear cta, using a 2026 hook formula chosen by goal (saves, shares, comments, follows). runs the humanizer pass and, on approval, publishes with the image or video you supply via the publora media flow. use to caption a single image or a reel. not for slide-by-slide carousels (use ig-carousel-planner) or auditing a draft (use ig-humanizer --mode audit). ig-caption-writer creator "},{"slug":"ig-carousel-planner","kind":"skill","name":"Instagram Carousel Planner","tagline":"Plan an Instagram carousel slide by slide, up to 10 slides, with a hook slide that opens a loop, value slides that front-load the payoff, and a payoff slide that earns the save and follow. Picks a 2026 carousel formula (listicle, before/after, myth-buster, framework) by goal (saves, shares, follows), drafts each slide's text plus the caption, then publishes the images you supply via Publora. Use to structure a multi-slide carousel. Not for single-image captions (use ig-caption-writer).","author":"sergebulaev","license":"MIT","stars":138,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"instagram carousel planner plan an instagram carousel slide by slide, up to 10 slides, with a hook slide that opens a loop, value slides that front-load the payoff, and a payoff slide that earns the save and follow. picks a 2026 carousel formula (listicle, before/after, myth-buster, framework) by goal (saves, shares, follows), drafts each slide's text plus the caption, then publishes the images you supply via publora. use to structure a multi-slide carousel. not for single-image captions (use ig-caption-writer). ig-carousel-planner creator "},{"slug":"shopify-3","kind":"skill","name":"Shopify themes, apps & checkout","tagline":"Use when building or customizing a Shopify store across its three code surfaces — themes (Liquid, Online Store 2.0 sections, blocks and JSON templates), apps (Remix with the versioned GraphQL Admin API and its query-cost model), and checkout (UI extensions, Functions, Web Pixels), plus the CLI flow and checkout-extensibility migration. NOT WooCommerce or PHP stores (that is `wordpress`), NOT the React layer of a headless storefront (that is `nextjs`), NOT non-Shopify payment integrations (that is `stripe`).","author":"ericrisco","license":"MIT","stars":108,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"shopify themes, apps & checkout use when building or customizing a shopify store across its three code surfaces — themes (liquid, online store 2.0 sections, blocks and json templates), apps (remix with the versioned graphql admin api and its query-cost model), and checkout (ui extensions, functions, web pixels), plus the cli flow and checkout-extensibility migration. not woocommerce or php stores (that is `wordpress`), not the react layer of a headless storefront (that is `nextjs`), not non-shopify payment integrations (that is `stripe`). shopify-3 sales & ecommerce "},{"slug":"ad-campaign-management","kind":"skill","name":"Ad campaign management","tagline":"Use when creating, managing, or optimizing paid advertising campaigns across any platform. Covers ad copy generation, ad creative strategy, campaign management, and competitive intelligence. Triggers on: ad copy, ad creative, paid ads, paid advertising, Facebook ads, LinkedIn ads, Google ads, Meta ads, ad campaign, ad strategy, ad testing, competitive ads, competitor ads, ad library, ad analysis, ad creative generation, campaign management, ROAS, CPC, CTR. Use this skill whenever the user mentions ads, paid channels, ad campaigns, ad copy, ad performance, or wants to analyze competitor advertising.","author":"manojbajaj95","license":"MIT","stars":102,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"ad campaign management use when creating, managing, or optimizing paid advertising campaigns across any platform. covers ad copy generation, ad creative strategy, campaign management, and competitive intelligence. triggers on: ad copy, ad creative, paid ads, paid advertising, facebook ads, linkedin ads, google ads, meta ads, ad campaign, ad strategy, ad testing, competitive ads, competitor ads, ad library, ad analysis, ad creative generation, campaign management, roas, cpc, ctr. use this skill whenever the user mentions ads, paid channels, ad campaigns, ad copy, ad performance, or wants to analyze competitor advertising. ad-campaign-management marketing "},{"slug":"x-skills","kind":"skill","name":"X (Twitter) Marketing Skills","tagline":"Plan, draft, audit, and publish posts and threads for X (Twitter). Use when the user wants to write a single tweet or an auto-numbered thread, build a long-form tweetstorm, remove AI tells from a draft, reverse-engineer the hook from a viral tweet, draft a reply or quote tweet, or plan a week of X content. Tweets and threads publish via the Publora API, which auto-splits long content into a numbered thread. User provides notes or a tweet URL, the skill drafts, the user approves, then it publishes.","author":"sergebulaev","license":"MIT","stars":95,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"x (twitter) marketing skills plan, draft, audit, and publish posts and threads for x (twitter). use when the user wants to write a single tweet or an auto-numbered thread, build a long-form tweetstorm, remove ai tells from a draft, reverse-engineer the hook from a viral tweet, draft a reply or quote tweet, or plan a week of x content. tweets and threads publish via the publora api, which auto-splits long content into a numbered thread. user provides notes or a tweet url, the skill drafts, the user approves, then it publishes. x-skills marketing "},{"slug":"x-audience-insights","kind":"skill","name":"X audience insights","tagline":"Read your X (Twitter) audience and niche from real data. Pull a handle's recent tweets (yours or a competitor's) with likes, replies, and views, see which formats and hooks are working, read the repliers on a tweet (X gates likers, so repliers are the signal), and scan a niche query for top tweets. Powered by Apify, no login. Triggers on \"analyze my tweets\", \"what is working on X\", \"read the replies\", \"competitor tweets\", \"who is engaging\". Not for writing a tweet (use x-post-writer).","author":"sergebulaev","license":"MIT","stars":95,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"x audience insights read your x (twitter) audience and niche from real data. pull a handle's recent tweets (yours or a competitor's) with likes, replies, and views, see which formats and hooks are working, read the repliers on a tweet (x gates likers, so repliers are the signal), and scan a niche query for top tweets. powered by apify, no login. triggers on \"analyze my tweets\", \"what is working on x\", \"read the replies\", \"competitor tweets\", \"who is engaging\". not for writing a tweet (use x-post-writer). x-audience-insights marketing "},{"slug":"x-content-planner","kind":"skill","name":"X content planner","tagline":"Generate a weekly X (Twitter) content plan from a theme, audience, and content pillars. Produces per-day recommendations (single tweet vs thread, X hook formula, angle, posting time, primary goal), a single-to-thread mix, daily reply and quote-tweet targets, and a goal-mix balance check across replies, reposts, likes, and bookmarks. Use when the user wants to plan a week of X content instead of ad-hoc posting. Not for drafting one tweet (use x-post-writer) or one thread (use x-thread-builder).","author":"sergebulaev","license":"MIT","stars":95,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"x content planner generate a weekly x (twitter) content plan from a theme, audience, and content pillars. produces per-day recommendations (single tweet vs thread, x hook formula, angle, posting time, primary goal), a single-to-thread mix, daily reply and quote-tweet targets, and a goal-mix balance check across replies, reposts, likes, and bookmarks. use when the user wants to plan a week of x content instead of ad-hoc posting. not for drafting one tweet (use x-post-writer) or one thread (use x-thread-builder). x-content-planner marketing "},{"slug":"ad-creative-generation","kind":"skill","name":"Ad creative generation","tagline":"Generate on-brand ad creatives — visuals + copy — for Google, Meta (Facebook / Instagram), and other paid platforms via the Hyper MCP. Extracts brand identity from a website, writes ad copy variants, and produces brand-consistent images using reference-based image generation. Use when the user asks for ad creative, ad copy variants, RSA headlines, Meta ad creative, display ads, carousel ads, or A/B test variants.","author":"hyperfx-ai","license":"MIT","stars":90,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"ad creative generation generate on-brand ad creatives — visuals + copy — for google, meta (facebook / instagram), and other paid platforms via the hyper mcp. extracts brand identity from a website, writes ad copy variants, and produces brand-consistent images using reference-based image generation. use when the user asks for ad creative, ad copy variants, rsa headlines, meta ad creative, display ads, carousel ads, or a/b test variants. ad-creative-generation marketing "},{"slug":"amazon-ads","kind":"skill","name":"Amazon ads","tagline":"Plan and create Amazon Sponsored Products campaigns end-to-end via the Hyper MCP. Use when the user wants to launch Amazon Ads, set up Sponsored Products, manage keyword targeting and bids, configure ASIN or category product targeting, add negative keywords, automate budget rules, analyze ACoS / ROAS, or generate Sponsored Products reports. Also triggers on amazon ppc, amazon campaign, amazon keywords, or amazon report.","author":"hyperfx-ai","license":"MIT","stars":90,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"amazon ads plan and create amazon sponsored products campaigns end-to-end via the hyper mcp. use when the user wants to launch amazon ads, set up sponsored products, manage keyword targeting and bids, configure asin or category product targeting, add negative keywords, automate budget rules, analyze acos / roas, or generate sponsored products reports. also triggers on amazon ppc, amazon campaign, amazon keywords, or amazon report. amazon-ads marketing "},{"slug":"cold-email-outreach-2","kind":"skill","name":"Cold email outreach","tagline":"Run end-to-end B2B cold-email outreach through the Hyper MCP — enrich prospects with Apollo, scrape per-prospect signals from company sites and LinkedIn, draft personalized emails using proven hook frameworks, send via Gmail with safe defaults, and route replies into labeled folders. Use when the user wants to write cold emails, run an outbound sequence, prospect a list, build a follow-up cadence, \"reach out to leads,\" or asks why nobody is replying to their cold emails.","author":"hyperfx-ai","license":"MIT","stars":90,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"cold email outreach run end-to-end b2b cold-email outreach through the hyper mcp — enrich prospects with apollo, scrape per-prospect signals from company sites and linkedin, draft personalized emails using proven hook frameworks, send via gmail with safe defaults, and route replies into labeled folders. use when the user wants to write cold emails, run an outbound sequence, prospect a list, build a follow-up cadence, \"reach out to leads,\" or asks why nobody is replying to their cold emails. cold-email-outreach-2 sales & ecommerce "},{"slug":"ai-launch-playbook","kind":"skill","name":"AI Product Launch Playbook","tagline":"Launch your AI product to global attention — the playbook behind Manus, Devin, and AFFiNE's breakout launches. Covers AI-specific GTM strategy, hype cycle management, waitlist tactics, and multi-market rollout for maximum day-one impact.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"ai product launch playbook launch your ai product to global attention — the playbook behind manus, devin, and affine's breakout launches. covers ai-specific gtm strategy, hype cycle management, waitlist tactics, and multi-market rollout for maximum day-one impact. ai-launch-playbook business & ops "},{"slug":"ultimate-seo-geo","kind":"skill","name":"Ultimate SEO + GEO — LLM-Agnostic SEO Agent","tagline":"Audits and optimizes websites for search engine visibility (SEO) and AI search citation (GEO), covering technical health, E-E-A-T content scoring, domain authority, structured data, rich results, and entity signals. Use when running SEO audits, diagnosing traffic drops or ranking losses, generating Schema.org JSON-LD, checking Core Web Vitals, crawlability, robots.txt, sitemaps, hreflang, backlinks, planning content strategy or site migrations, fixing indexing issues, or optimizing for AI Overviews, ChatGPT, and Perplexity. NOT for paid ads (PPC/SEM), social media strategy, email marketing, or general web development unrelated to search.","author":"mykpono","license":"MIT","stars":78,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"ultimate seo + geo — llm-agnostic seo agent audits and optimizes websites for search engine visibility (seo) and ai search citation (geo), covering technical health, e-e-a-t content scoring, domain authority, structured data, rich results, and entity signals. use when running seo audits, diagnosing traffic drops or ranking losses, generating schema.org json-ld, checking core web vitals, crawlability, robots.txt, sitemaps, hreflang, backlinks, planning content strategy or site migrations, fixing indexing issues, or optimizing for ai overviews, chatgpt, and perplexity. not for paid ads (ppc/sem), social media strategy, email marketing, or general web development unrelated to search. ultimate-seo-geo marketing "},{"slug":"amazon-review-intelligence-extractor","kind":"skill","name":"Amazon Review Intelligence Extractor — 11 Dimensions, 1B+ Reviews","tagline":"Deep consumer insights from 1B+ pre-analyzed Amazon reviews. Extracts pain points, buying factors, user profiles, usage patterns, and differentiation opportunities across 11 analysis dimensions. Compares review sentiment across competitors and generates listing copy suggestions. Uses up to 11 relevant ZooData endpoints with cross-validation. Use when user asks about: review analysis, customer feedback, pain points, what customers say, review insights, sentiment analysis, consumer insights, product improvements, voice of customer, review comparison, negative reviews, customer complaints, buying factors, user profile. Requires ZOODATA_API_KEY.","author":"SerendipityOneInc","license":"MIT","stars":74,"dept":"support","deptName":"Customer support","task":"support/read-feedback","taskName":"Feedback analysis","hay":"amazon review intelligence extractor — 11 dimensions, 1b+ reviews deep consumer insights from 1b+ pre-analyzed amazon reviews. extracts pain points, buying factors, user profiles, usage patterns, and differentiation opportunities across 11 analysis dimensions. compares review sentiment across competitors and generates listing copy suggestions. uses up to 11 relevant zoodata endpoints with cross-validation. use when user asks about: review analysis, customer feedback, pain points, what customers say, review insights, sentiment analysis, consumer insights, product improvements, voice of customer, review comparison, negative reviews, customer complaints, buying factors, user profile. requires zoodata_api_key. amazon-review-intelligence-extractor sales & ecommerce "},{"slug":"amazon-pricing-command-center","kind":"skill","name":"Dynamic Pricing Intelligence Agent — RAISE / HOLD / LOWER","tagline":"Data-driven pricing strategy engine for Amazon sellers. Given one or more ASINs, auto-detects each product's leaf category, analyzes the pricing landscape, and delivers RAISE/HOLD/LOWER signals with profit simulation. Supports single ASIN or batch (multiple ASINs, auto-grouped by category). Uses ZooData API endpoints with cross-validation. Use when user asks about: pricing strategy, how much to price, optimal price, price optimization, competitor pricing, price war, BuyBox strategy, profit margin, pricing analysis, should I raise price, should I lower price, price comparison, price positioning, repricing, should I raise or lower price. Requires ZOODATA_API_KEY.","author":"SerendipityOneInc","license":"MIT","stars":74,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"dynamic pricing intelligence agent — raise / hold / lower data-driven pricing strategy engine for amazon sellers. given one or more asins, auto-detects each product's leaf category, analyzes the pricing landscape, and delivers raise/hold/lower signals with profit simulation. supports single asin or batch (multiple asins, auto-grouped by category). uses zoodata api endpoints with cross-validation. use when user asks about: pricing strategy, how much to price, optimal price, price optimization, competitor pricing, price war, buybox strategy, profit margin, pricing analysis, should i raise price, should i lower price, price comparison, price positioning, repricing, should i raise or lower price. requires zoodata_api_key. amazon-pricing-command-center sales & ecommerce "},{"slug":"web-extract","kind":"skill","name":"Web Extract — Structured Data from the Open Web","tagline":"Extract structured JSON from web pages, search engines, and entire sites in ONE call — {title, summary, sections, key_metrics, outgoing_links, author, date, page_type, ...} fields, no second LLM pass to parse HTML. Six endpoints: scrape (single URL), scrape-interactive (JS-rendered pages with click/scroll/type), search (Google SERP + deep-scrape), map (URL discovery), crawl + crawl-status (async recursive crawl). Markdown/raw HTML on request. USE when the user needs page DATA — product pricing/specs, article fields, link graphs, JS-heavy SPAs, Google results with content. Prefer over browser-act (automation/screenshots) and WebFetch (static, no JS, no structured fields). Not for citation-rich research (use deep-research). Trigger (EN): scrape this URL, extract data from page, crawl this site, deep-scrape search results, map a domain's URLs, render this JS page. 触发词：抓取/爬取/网页提取/结构化抽取/搜索带内容/全站爬取/JS 渲染抓取/点击后抓取. Requires ZOODATA_API_KEY (free key: https://zoodata.ai/en/api-keys).","author":"SerendipityOneInc","license":"MIT","stars":74,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"web extract — structured data from the open web extract structured json from web pages, search engines, and entire sites in one call — {title, summary, sections, key_metrics, outgoing_links, author, date, page_type, ...} fields, no second llm pass to parse html. six endpoints: scrape (single url), scrape-interactive (js-rendered pages with click/scroll/type), search (google serp + deep-scrape), map (url discovery), crawl + crawl-status (async recursive crawl). markdown/raw html on request. use when the user needs page data — product pricing/specs, article fields, link graphs, js-heavy spas, google results with content. prefer over browser-act (automation/screenshots) and webfetch (static, no js, no structured fields). not for citation-rich research (use deep-research). trigger (en): scrape this url, extract data from page, crawl this site, deep-scrape search results, map a domain's urls, render this js page. 触发词：抓取/爬取/网页提取/结构化抽取/搜索带内容/全站爬取/js 渲染抓取/点击后抓取. requires zoodata_api_key (free key: https://zoodata.ai/en/api-keys). web-extract sales & ecommerce "},{"slug":"animate","kind":"skill","name":"Animate (A-Roll)","tagline":"Animate first frames into A-roll talking head clips. Uses Sora 2 via fal.ai (primary) with Kling 3 auto-fallback when Sora is unavailable or sunset.","author":"TheMattBerman","license":"MIT","stars":71,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"animate (a-roll) animate first frames into a-roll talking head clips. uses sora 2 via fal.ai (primary) with kling 3 auto-fallback when sora is unavailable or sunset. animate creator "},{"slug":"b-roll","kind":"skill","name":"B-Roll (Kling 3)","tagline":"Generate B-roll environment and product shots with Kling 3 via fal.ai. Environment matching, cut timing, and visual-only clips that play under continuous voice.","author":"TheMattBerman","license":"MIT","stars":71,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"b-roll (kling 3) generate b-roll environment and product shots with kling 3 via fal.ai. environment matching, cut timing, and visual-only clips that play under continuous voice. b-roll creator "},{"slug":"persona","kind":"skill","name":"Persona & Script","tagline":"Start of the UGC pipeline for persona research, creator profiles, format selection, and scriptwriting. Use when the user is clearly asking for messaging work rather than broad full-pipeline orchestration.","author":"TheMattBerman","license":"MIT","stars":71,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"persona & script start of the ugc pipeline for persona research, creator profiles, format selection, and scriptwriting. use when the user is clearly asking for messaging work rather than broad full-pipeline orchestration. persona creator "},{"slug":"course-creator","kind":"skill","name":"Course creator","tagline":"Interactive, step-by-step course creation assistant. Takes any idea (or YouTube video) and produces a complete, launch-ready course package. USE THIS SKILL WHEN: - User mentions creating a course, building a course, course creation - User wants a course outline, curriculum, or course structure - User says \"turn this into a course\", \"I want to teach\", \"course about X - User wants to repurpose YouTube videos, blog posts, or transcripts into a course - User needs help with course pricing, course marketing, course emails, or course launch - User mentions online course, cohort course, challenge course, 30-day challenge - User needs student onboarding, course assessments, or learning design","author":"naveedharri","license":"MIT","stars":65,"dept":"people","deptName":"People & hiring","task":"people/train-team","taskName":"Training","hay":"course creator interactive, step-by-step course creation assistant. takes any idea (or youtube video) and produces a complete, launch-ready course package. use this skill when: - user mentions creating a course, building a course, course creation - user wants a course outline, curriculum, or course structure - user says \"turn this into a course\", \"i want to teach\", \"course about x - user wants to repurpose youtube videos, blog posts, or transcripts into a course - user needs help with course pricing, course marketing, course emails, or course launch - user mentions online course, cohort course, challenge course, 30-day challenge - user needs student onboarding, course assessments, or learning design course-creator business & ops "},{"slug":"ads-creative-2","kind":"skill","name":"Cross-Platform Creative Quality Audit","tagline":"Cross-platform creative quality audit covering ad copy, video, image, and format diversity across all platforms. Detects creative fatigue, evaluates platform-native compliance, and provides production priorities. Collects brand context and creates branding.md if missing. Uses infographic-v2 for generating ad creatives. Use when user says \"creative audit\", \"ad creative\", \"creative fatigue\", \"ad copy\", \"ad design\", or \"creative review\".","author":"naveedharri","license":"MIT","stars":65,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"cross-platform creative quality audit cross-platform creative quality audit covering ad copy, video, image, and format diversity across all platforms. detects creative fatigue, evaluates platform-native compliance, and provides production priorities. collects brand context and creates branding.md if missing. uses infographic-v2 for generating ad creatives. use when user says \"creative audit\", \"ad creative\", \"creative fatigue\", \"ad copy\", \"ad design\", or \"creative review\". ads-creative-2 marketing "},{"slug":"ads-plan-2","kind":"skill","name":"Strategic Paid Advertising Plan","tagline":"Strategic paid advertising planning with industry-specific templates. Covers platform selection, campaign architecture, budget planning, creative strategy, and phased implementation roadmap. Use when user says ad plan\", \"ad strategy\", \"campaign planning\", \"media plan\", \"PPC strategy\", or \"advertising plan\".","author":"naveedharri","license":"MIT","stars":65,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"strategic paid advertising plan strategic paid advertising planning with industry-specific templates. covers platform selection, campaign architecture, budget planning, creative strategy, and phased implementation roadmap. use when user says ad plan\", \"ad strategy\", \"campaign planning\", \"media plan\", \"ppc strategy\", or \"advertising plan\". ads-plan-2 business & ops "},{"slug":"signal-cold-email","kind":"skill","name":"Signal-Based Cold Email (2026 benchmarks)","tagline":"Write a signal-based cold outreach email that earns a reply. Use when drafting outbound/SDR email to a prospect with a known recent signal (funding, hiring, exec hire, launch, community post).","author":"kami-community","license":"MIT","stars":64,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"signal-based cold email (2026 benchmarks) write a signal-based cold outreach email that earns a reply. use when drafting outbound/sdr email to a prospect with a known recent signal (funding, hiring, exec hire, launch, community post). signal-cold-email marketing "},{"slug":"skill-9","kind":"skill","name":"Technical SEO Audit Skill","tagline":"Comprehensive technical SEO audit skill that analyses crawl data to identify issues, prioritise actions by business impact, and produce a detailed report plus actionable spreadsheet. Use this skill whenever the user wants to: run a technical SEO audit, analyse a website's technical health, review crawl data from Screaming Frog or Sitebulb, crawl a site via API (Firecrawl or similar), find indexability or crawlability issues, check Core Web Vitals, audit structured data or schema markup, detect cannibalisation or thin content, review redirect chains, find orphan pages, assess site architecture, or produce a prioritised list of SEO fixes. Also trigger when the user uploads a CSV from any crawl tool and asks for analysis, mentions \"technical SEO\", \"site audit\", \"crawl audit\", \"SEO health check\", or wants to understand why pages are not ranking from a technical perspective. This skill handles everything from data ingestion through to a business-impact-prioritised action plan.","author":"Suganthan-Mohanadasan","license":"MIT","stars":64,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"technical seo audit skill comprehensive technical seo audit skill that analyses crawl data to identify issues, prioritise actions by business impact, and produce a detailed report plus actionable spreadsheet. use this skill whenever the user wants to: run a technical seo audit, analyse a website's technical health, review crawl data from screaming frog or sitebulb, crawl a site via api (firecrawl or similar), find indexability or crawlability issues, check core web vitals, audit structured data or schema markup, detect cannibalisation or thin content, review redirect chains, find orphan pages, assess site architecture, or produce a prioritised list of seo fixes. also trigger when the user uploads a csv from any crawl tool and asks for analysis, mentions \"technical seo\", \"site audit\", \"crawl audit\", \"seo health check\", or wants to understand why pages are not ranking from a technical perspective. this skill handles everything from data ingestion through to a business-impact-prioritised action plan. skill-9 marketing "},{"slug":"recall","kind":"skill","name":"/recall: session memory engine","tagline":"Find prior Claude Code and Codex sessions with an indexed local search engine, then continue the work, repeat it with fresh inputs, or distill it into a skill. Runs from Claude Code, Codex, or pi; the current index covers Claude Code and Codex transcripts. Use when the user names Recall, says \"find that conversation where…\", \"what did we do last time about…\", \"continue what we did yesterday on X\", \"what did codex do on this branch\", \"turn what we did about Y into a skill\", or \"remember when you…\". Not for searching code (use grep on the repo) or for facts already in MEMORY.md.","author":"Parcha-ai","license":"MIT","stars":62,"dept":"operations","deptName":"Operations","task":"operations/keep-notes","taskName":"Notes & knowledge","hay":"/recall: session memory engine find prior claude code and codex sessions with an indexed local search engine, then continue the work, repeat it with fresh inputs, or distill it into a skill. runs from claude code, codex, or pi; the current index covers claude code and codex transcripts. use when the user names recall, says \"find that conversation where…\", \"what did we do last time about…\", \"continue what we did yesterday on x\", \"what did codex do on this branch\", \"turn what we did about y into a skill\", or \"remember when you…\". not for searching code (use grep on the repo) or for facts already in memory.md. recall business & ops "},{"slug":"tt-audience-insights","kind":"skill","name":"TikTok Audience Insights","tagline":"Read your TikTok niche and audience from real data. Scan a hashtag for top videos with plays, likes, and comments, see which hooks and sounds are working, pull a profile's videos (yours or a competitor's), and read the commenters on a video (TikTok hides likers, so commenters are the signal). Powered by Apify, no login. Triggers on \"what is trending on TikTok\", \"analyze this hashtag\", \"competitor videos\", \"read my comments\", \"which sounds are working\". Not for writing a script (use tt-hook-scripter).","author":"sergebulaev","license":"MIT","stars":50,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"tiktok audience insights read your tiktok niche and audience from real data. scan a hashtag for top videos with plays, likes, and comments, see which hooks and sounds are working, pull a profile's videos (yours or a competitor's), and read the commenters on a video (tiktok hides likers, so commenters are the signal). powered by apify, no login. triggers on \"what is trending on tiktok\", \"analyze this hashtag\", \"competitor videos\", \"read my comments\", \"which sounds are working\". not for writing a script (use tt-hook-scripter). tt-audience-insights marketing "},{"slug":"tt-caption-writer","kind":"skill","name":"TikTok Caption Writer","tagline":"Write a TikTok caption under 2,200 chars (hashtags included), pick a tasteful 3 to 5 hashtag set with mixed reach, and set the platformSettings.tiktok flags (viewer setting, comments, duet, stitch, commercial and branded content). Front-loads a reason to comment, runs the humanizer pass, and publishes the rendered video via Publora on approval. Use to caption a finished video. Not for the in-video hook (use tt-hook-scripter) or scrubbing a script (use tt-humanizer).","author":"sergebulaev","license":"MIT","stars":50,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"tiktok caption writer write a tiktok caption under 2,200 chars (hashtags included), pick a tasteful 3 to 5 hashtag set with mixed reach, and set the platformsettings.tiktok flags (viewer setting, comments, duet, stitch, commercial and branded content). front-loads a reason to comment, runs the humanizer pass, and publishes the rendered video via publora on approval. use to caption a finished video. not for the in-video hook (use tt-hook-scripter) or scrubbing a script (use tt-humanizer). tt-caption-writer marketing "},{"slug":"tt-content-planner","kind":"skill","name":"TikTok Content Planner","tagline":"Build a weekly TikTok posting plan from a niche, audience, and content pillars. Produces per-day picks (hook formula, angle, sound, video length, goal, posting time), a hook-batching schedule so you film several openers in one session, a sound shortlist with the trend window, and a completion-rate goal check. Use for a repeatable posting rhythm instead of ad-hoc videos. Not for scripting one hook (use tt-hook-scripter) or one caption (use tt-caption-writer).","author":"sergebulaev","license":"MIT","stars":50,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"tiktok content planner build a weekly tiktok posting plan from a niche, audience, and content pillars. produces per-day picks (hook formula, angle, sound, video length, goal, posting time), a hook-batching schedule so you film several openers in one session, a sound shortlist with the trend window, and a completion-rate goal check. use for a repeatable posting rhythm instead of ad-hoc videos. not for scripting one hook (use tt-hook-scripter) or one caption (use tt-caption-writer). tt-content-planner marketing "},{"slug":"fb-audience-insights","kind":"skill","name":"Facebook Audience Insights","tagline":"Read a Facebook Page and its audience from real data. Pull any Page's public stats (yours or a competitor's): followers, likes, categories, intro, websites. And pull the commenters on a public Page post, since Facebook hides the reactor and liker roster and shows counts only, so commenters are the signal. Powered by Apify, no login. Triggers on \"analyze my Page\", \"competitor Page stats\", \"who is commenting\", \"read the comments\", \"audience insights\". Not for writing Page posts (use fb-post-writer).","author":"sergebulaev","license":"MIT","stars":49,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"facebook audience insights read a facebook page and its audience from real data. pull any page's public stats (yours or a competitor's): followers, likes, categories, intro, websites. and pull the commenters on a public page post, since facebook hides the reactor and liker roster and shows counts only, so commenters are the signal. powered by apify, no login. triggers on \"analyze my page\", \"competitor page stats\", \"who is commenting\", \"read the comments\", \"audience insights\". not for writing page posts (use fb-post-writer). fb-audience-insights marketing "},{"slug":"fb-content-planner","kind":"skill","name":"Facebook Page Content Planner","tagline":"Generate a weekly Facebook Page content plan from a theme, audience, and content pillars. Produces per-day picks (short post vs story post, hook formula, angle, posting time, primary goal), a short-to-story post mix, a daily comment-reply target, and a share-optimized goal-mix balance check across shares, comments, and reactions. Use when the user wants to plan a week of Page content. Not for drafting one post (use fb-post-writer) or replying to comments (use fb-engagement-drafter).","author":"sergebulaev","license":"MIT","stars":49,"dept":"media","deptName":"Content creator","task":"media/plan-content","taskName":"Content planning","hay":"facebook page content planner generate a weekly facebook page content plan from a theme, audience, and content pillars. produces per-day picks (short post vs story post, hook formula, angle, posting time, primary goal), a short-to-story post mix, a daily comment-reply target, and a share-optimized goal-mix balance check across shares, comments, and reactions. use when the user wants to plan a week of page content. not for drafting one post (use fb-post-writer) or replying to comments (use fb-engagement-drafter). fb-content-planner marketing "},{"slug":"fb-engagement-drafter","kind":"skill","name":"Facebook Page Engagement Drafter","tagline":"Draft replies to comments on your Facebook Page's posts, in your Page voice. Use when the user pastes the comments under one of their Page posts and wants on-brand replies that earn more comments and shares. Drafts 1-3 variants per comment using proven templates (answer, thank plus add value, handle the complaint, turn it into a share). Publora has no Facebook comment endpoint, so every draft returns as a copy-paste block to post yourself. Not for writing top-level posts (use fb-post-writer).","author":"sergebulaev","license":"MIT","stars":49,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"facebook page engagement drafter draft replies to comments on your facebook page's posts, in your page voice. use when the user pastes the comments under one of their page posts and wants on-brand replies that earn more comments and shares. drafts 1-3 variants per comment using proven templates (answer, thank plus add value, handle the complaint, turn it into a share). publora has no facebook comment endpoint, so every draft returns as a copy-paste block to post yourself. not for writing top-level posts (use fb-post-writer). fb-engagement-drafter marketing "},{"slug":"skill-7","kind":"skill","name":"Playwright Browser","tagline":"Headless, reproducible browser automation with Playwright for any project — screenshots of web pages or local dev servers (desktop/tablet/mobile, full page or one element, single page or every page/menu of an app in one batch), frontend audits (console errors, failed requests, broken images/links, responsive overflow, axe accessibility, LCP/CLS performance), before/after visual comparison, scripted E2E flows (log in, click, fill, page through, assert), and logged-in pages via saved sessions. Use this whenever the user wants to screenshot or visually check a site, find frontend bugs, see how a page looks on mobile, compare the UI before and after a CSS/code change, reproduce a bug from an issue or ticket and capture evidence images for it, verify a UI flow works, or run/write a browser test — even if they never say \"Playwright\" or \"browser\". If Claude in Chrome could also do the job, briefly ask which to use (with a recommendation) instead of silently picking.","author":"AndyShiu","license":"MIT","stars":49,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"playwright browser headless, reproducible browser automation with playwright for any project — screenshots of web pages or local dev servers (desktop/tablet/mobile, full page or one element, single page or every page/menu of an app in one batch), frontend audits (console errors, failed requests, broken images/links, responsive overflow, axe accessibility, lcp/cls performance), before/after visual comparison, scripted e2e flows (log in, click, fill, page through, assert), and logged-in pages via saved sessions. use this whenever the user wants to screenshot or visually check a site, find frontend bugs, see how a page looks on mobile, compare the ui before and after a css/code change, reproduce a bug from an issue or ticket and capture evidence images for it, verify a ui flow works, or run/write a browser test — even if they never say \"playwright\" or \"browser\". if claude in chrome could also do the job, briefly ask which to use (with a recommendation) instead of silently picking. skill-7 coding "},{"slug":"threads-hook-extractor","kind":"skill","name":"Threads hook extractor","tagline":"Reverse-engineer the hook from a viral Threads post or thread URL. Identifies which of the 10 canonical 2026 Threads formulas it uses (warm contrarian, data-point, build-in-public, quote-post, mini-list, relatable, listicle, story, curiosity-gap, how-I teardown), explains why it worked, and returns a blank template mapped to your topic with its primary goal (replies, reposts, likes, quotes). Use to learn from a post you admire. Not for writing your own (use threads-post-writer).","author":"sergebulaev","license":"MIT","stars":49,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"threads hook extractor reverse-engineer the hook from a viral threads post or thread url. identifies which of the 10 canonical 2026 threads formulas it uses (warm contrarian, data-point, build-in-public, quote-post, mini-list, relatable, listicle, story, curiosity-gap, how-i teardown), explains why it worked, and returns a blank template mapped to your topic with its primary goal (replies, reposts, likes, quotes). use to learn from a post you admire. not for writing your own (use threads-post-writer). threads-hook-extractor marketing "},{"slug":"threads-repurposer","kind":"skill","name":"Threads repurposer","tagline":"Repurpose existing content into a native Threads post or thread. Take a LinkedIn post, X thread, blog, YouTube script, or newsletter and rewrite it for Threads: warm the tone, de-corporate it, refit to a short post or light thread, rebuild the hook to clear the soft fold, strip off-platform artifacts, run the humanizer, publish via Publora on approval. Not for writing from scratch (use threads-post-writer), auditing a draft (use threads-humanizer), or a hook teardown (use threads-hook-extractor).","author":"sergebulaev","license":"MIT","stars":49,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"threads repurposer repurpose existing content into a native threads post or thread. take a linkedin post, x thread, blog, youtube script, or newsletter and rewrite it for threads: warm the tone, de-corporate it, refit to a short post or light thread, rebuild the hook to clear the soft fold, strip off-platform artifacts, run the humanizer, publish via publora on approval. not for writing from scratch (use threads-post-writer), auditing a draft (use threads-humanizer), or a hook teardown (use threads-hook-extractor). threads-repurposer marketing "},{"slug":"platform-optimization","kind":"skill","name":"Platform optimization for sponsored content","tagline":"Use when writing or adapting short-form or sponsored video content for a specific platform, such as TikTok, Instagram Reels, YouTube, or YouTube Shorts, or repurposing one script across platforms. Keywords - optimal video length, hook timing, captions, platform-native style, algorithm signals, sponsorship disclosure, cross-platform repurposing.","author":"mike-coulbourn","license":"MIT","stars":42,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"platform optimization for sponsored content use when writing or adapting short-form or sponsored video content for a specific platform, such as tiktok, instagram reels, youtube, or youtube shorts, or repurposing one script across platforms. keywords - optimal video length, hook timing, captions, platform-native style, algorithm signals, sponsorship disclosure, cross-platform repurposing. platform-optimization marketing "},{"slug":"yt-audience-insights","kind":"skill","name":"YouTube Audience Insights","tagline":"Read your YouTube audience from the comments: pull commenters and top comments on any video, surface recurring questions and themes (content ideas), repeat commenters (superfans), sentiment, and which comments to reply to or pin. Also channel stats and niche trending, via the free official YouTube Data API. Triggers on \"who commented on my video\", \"analyze my comments\", \"audience insights\", \"trending on YouTube\". Not for writing a community post (use yt-community-post-writer).","author":"sergebulaev","license":"MIT","stars":36,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"youtube audience insights read your youtube audience from the comments: pull commenters and top comments on any video, surface recurring questions and themes (content ideas), repeat commenters (superfans), sentiment, and which comments to reply to or pin. also channel stats and niche trending, via the free official youtube data api. triggers on \"who commented on my video\", \"analyze my comments\", \"audience insights\", \"trending on youtube\". not for writing a community post (use yt-community-post-writer). yt-audience-insights creator "},{"slug":"yt-channel-optimizer","kind":"skill","name":"YouTube Channel Optimizer","tagline":"Audit and rewrite a YouTube channel end-to-end for 2026: name and @handle, banner (2560x1440 with the 1235x338 mobile/TV safe area), profile picture, About plus searchable keywords, trailer for non-subscribers vs featured video for subscribers, sections and playlist layout, watermark, links. Triggers on \"optimize my YouTube channel\", \"rewrite my channel about\", \"fix my banner\", \"channel audit\", \"set my trailer\". Converts a viewer into a subscriber. Not for writing a video title (use yt-title-optimizer).","author":"sergebulaev","license":"MIT","stars":36,"dept":"media","deptName":"Content creator","task":"media/grow-channel","taskName":"Channel growth","hay":"youtube channel optimizer audit and rewrite a youtube channel end-to-end for 2026: name and @handle, banner (2560x1440 with the 1235x338 mobile/tv safe area), profile picture, about plus searchable keywords, trailer for non-subscribers vs featured video for subscribers, sections and playlist layout, watermark, links. triggers on \"optimize my youtube channel\", \"rewrite my channel about\", \"fix my banner\", \"channel audit\", \"set my trailer\". converts a viewer into a subscriber. not for writing a video title (use yt-title-optimizer). yt-channel-optimizer creator "},{"slug":"yt-community-post-writer","kind":"skill","name":"YouTube Community Post Writer","tagline":"Write YouTube community-tab posts: text updates, polls, image-caption posts, and questions that drive comments and bring subscribers back between video uploads. Tuned to the community tab's role as a low-friction touchpoint that keeps a channel warm and feeds session signals. Returns a copy-paste block (community posts have no publishing API, so this is always manual by design). Use to write a community post or poll. Not for video titles or descriptions (use yt-title-optimizer and yt-description-writer).","author":"sergebulaev","license":"MIT","stars":36,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"youtube community post writer write youtube community-tab posts: text updates, polls, image-caption posts, and questions that drive comments and bring subscribers back between video uploads. tuned to the community tab's role as a low-friction touchpoint that keeps a channel warm and feeds session signals. returns a copy-paste block (community posts have no publishing api, so this is always manual by design). use to write a community post or poll. not for video titles or descriptions (use yt-title-optimizer and yt-description-writer). yt-community-post-writer creator "},{"slug":"sales-copy","kind":"skill","name":"EW Skill — Sales Copy","tagline":"Write sales pages, email sequences, and direct-response copy that converts through clarity and specificity rather than manipulation. Use for launches, offers, and conversion-focused email. Enforces the EW anti-AI rules, proof standards, and the writer's voice profile.","author":"Deupaxx","license":"MIT","stars":32,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"ew skill — sales copy write sales pages, email sequences, and direct-response copy that converts through clarity and specificity rather than manipulation. use for launches, offers, and conversion-focused email. enforces the ew anti-ai rules, proof standards, and the writer's voice profile. sales-copy marketing "},{"slug":"script-writing","kind":"skill","name":"EW Skill — Script Writing","tagline":"Write screenplays and scripts for film, television, YouTube, video essays, documentaries, sketches, and short-form social video. Use for scripted scenes, screenplay formatting, audience-retention scripting, and format-specific revision. Enforces format discipline, visual writing standards, and the EW anti-AI rules.","author":"Deupaxx","license":"MIT","stars":32,"dept":"media","deptName":"Content creator","task":"media/script-long","taskName":"Long-form scripts","hay":"ew skill — script writing write screenplays and scripts for film, television, youtube, video essays, documentaries, sketches, and short-form social video. use for scripted scenes, screenplay formatting, audience-retention scripting, and format-specific revision. enforces format discipline, visual writing standards, and the ew anti-ai rules. script-writing creator "},{"slug":"ai-seo-3","kind":"skill","name":"AI SEO — Durable AEO Program","tagline":"Builds, measures, and improves an Answer Engine Optimization program across ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, and Copilot. Use for AEO, GEO, LLMO, AI search visibility, AI citations, brand mentions, answer-engine monitoring, llms.txt, AI crawler audits, or questions like 'what does AI say about us?' and 'why are competitors cited instead of us?'. Produces a durable evidence report and prioritized gameplan, not a one-shot content checklist.","author":"MoizIbnYousaf","license":"MIT","stars":31,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"ai seo — durable aeo program builds, measures, and improves an answer engine optimization program across chatgpt, perplexity, claude, gemini, google ai overviews, and copilot. use for aeo, geo, llmo, ai search visibility, ai citations, brand mentions, answer-engine monitoring, llms.txt, ai crawler audits, or questions like 'what does ai say about us?' and 'why are competitors cited instead of us?'. produces a durable evidence report and prioritized gameplan, not a one-shot content checklist. ai-seo-3 marketing "},{"slug":"seerxo-etsy-seo","kind":"skill","name":"Seerxo etsy SEO","tagline":"Generate, audit, optimize, and research keywords for Etsy listings through the Seerxo remote MCP server or CLI. Use when a user wants an Etsy title, description, 13 tags, SEO score, listing rewrite, keyword ideas, quota help, or help connecting and testing Seerxo with Claude or ChatGPT.","author":"semihbugrasezer","license":"MIT","stars":28,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"seerxo etsy seo generate, audit, optimize, and research keywords for etsy listings through the seerxo remote mcp server or cli. use when a user wants an etsy title, description, 13 tags, seo score, listing rewrite, keyword ideas, quota help, or help connecting and testing seerxo with claude or chatgpt. seerxo-etsy-seo sales & ecommerce "},{"slug":"add-opening-hook","kind":"skill","name":"Add opening hook","tagline":"Replace a video's cold open with a 5-second hook that states the payoff or problem up front, before the walkthrough starts. Use when the user says \"add a hook\", \"the opening is boring\", \"it takes too long to get to the point\", \"give it a stronger start\", \"lead with the payoff\", or shares a video that opens straight into a UI with no reason to keep watching.","author":"clueso-ai","license":"Apache-2.0","stars":26,"dept":"media","deptName":"Content creator","task":"media/script-short","taskName":"Short scripts & hooks","hay":"add opening hook replace a video's cold open with a 5-second hook that states the payoff or problem up front, before the walkthrough starts. use when the user says \"add a hook\", \"the opening is boring\", \"it takes too long to get to the point\", \"give it a stronger start\", \"lead with the payoff\", or shares a video that opens straight into a ui with no reason to keep watching. add-opening-hook creator "},{"slug":"brief-to-launch-video","kind":"skill","name":"Brief to launch video","tagline":"Turn a short product brief into a 30-60 second launch-style motion-graphics video using only the Clueso MCP - script, scenes, kinetic typography, voiceover, and export. Use when the user says \"make a launch video for X\", announcement video\", \"product launch reel\", \"promo video from this brief\", or gives you a product name plus a few selling points and wants a video.","author":"clueso-ai","license":"Apache-2.0","stars":26,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"brief to launch video turn a short product brief into a 30-60 second launch-style motion-graphics video using only the clueso mcp - script, scenes, kinetic typography, voiceover, and export. use when the user says \"make a launch video for x\", announcement video\", \"product launch reel\", \"promo video from this brief\", or gives you a product name plus a few selling points and wants a video. brief-to-launch-video business & ops "},{"slug":"one-recording-full-launch-kit","kind":"skill","name":"One Recording, Full Launch Kit","tagline":"Turn one feature recording into three launch deliverables in a single pass: a polished launch-style video, a short written changelog blurb, and a vertical or square social cutdown clip. All three are derived from the same extracted \"aha\" moment so they stay consistent with each other, rather than being built as three disconnected projects. Use when the user says \"turn this feature recording into a launch video, changelog, and social clip\", give me everything I need to announce this feature\", \"one recording, three deliverables for launch\", or \"I need to launch this feature everywhere\".","author":"clueso-ai","license":"Apache-2.0","stars":26,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"one recording, full launch kit turn one feature recording into three launch deliverables in a single pass: a polished launch-style video, a short written changelog blurb, and a vertical or square social cutdown clip. all three are derived from the same extracted \"aha\" moment so they stay consistent with each other, rather than being built as three disconnected projects. use when the user says \"turn this feature recording into a launch video, changelog, and social clip\", give me everything i need to announce this feature\", \"one recording, three deliverables for launch\", or \"i need to launch this feature everywhere\". one-recording-full-launch-kit business & ops "},{"slug":"tl-channel-authenticity","kind":"skill","name":"Channel Authenticity","tagline":"Detect non-organic views / fake engagement / bot comments on a YouTube channel before booking (or after delivering) a sponsorship. Use when asked to vet a channel, check if views/comments are real, investigate suspicious engagement, audit a sponsorship delivery, or whenever someone shares a YouTube channel/handle/URL and asks \"is this real / safe to buy an ad on\". Triggers: \"fake views\", \"bot comments\", \"non-organic\", \"is this channel legit\", \"vet this channel\", \"engagement looks off\", \"audit this sponsorship\".","author":"ThoughtLeaders-io","license":"MIT","stars":25,"dept":"marketing","deptName":"Marketing","task":"marketing/partner-influencer","taskName":"Partners & influencers","hay":"channel authenticity detect non-organic views / fake engagement / bot comments on a youtube channel before booking (or after delivering) a sponsorship. use when asked to vet a channel, check if views/comments are real, investigate suspicious engagement, audit a sponsorship delivery, or whenever someone shares a youtube channel/handle/url and asks \"is this real / safe to buy an ad on\". triggers: \"fake views\", \"bot comments\", \"non-organic\", \"is this channel legit\", \"vet this channel\", \"engagement looks off\", \"audit this sponsorship\". tl-channel-authenticity creator "},{"slug":"tl-save-report","kind":"skill","name":"Path A — List-style","tagline":"Save the results of an in-chat data-exploration session as a TL report. Triggers when the user wants to persist a channels / brands / videos (uploads) / sponsorships list or filtered set they've been working with — phrases like \"save this as a report\", \"save the list\", \"turn this into a campaign\", \"persist this\", \"make a report from what you found\", \"save the result\", \"I want to come back to this\".","author":"ThoughtLeaders-io","license":"MIT","stars":25,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"path a — list-style save the results of an in-chat data-exploration session as a tl report. triggers when the user wants to persist a channels / brands / videos (uploads) / sponsorships list or filtered set they've been working with — phrases like \"save this as a report\", \"save the list\", \"turn this into a campaign\", \"persist this\", \"make a report from what you found\", \"save the result\", \"i want to come back to this\". tl-save-report creator "},{"slug":"reach","kind":"skill","name":"Hostinger Reach (Email Marketing)","tagline":"Hostinger Reach (Email Marketing) API for contact management, segmentation, contact groups, and profile management. Use when creating or listing contacts, managing contact segments or groups, filtering contacts by subscription status, or working with email marketing profiles.","author":"hostinger","license":"MIT","stars":23,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"hostinger reach (email marketing) hostinger reach (email marketing) api for contact management, segmentation, contact groups, and profile management. use when creating or listing contacts, managing contact segments or groups, filtering contacts by subscription status, or working with email marketing profiles. reach marketing "},{"slug":"ds-seo-weekly","kind":"skill","name":"SEO weekly digest (ds-seo-weekly)","tagline":"Use this skill when the user wants to review organic search performance, identify SEO opportunities, or diagnose ranking drops. Activate when the user says \"SEO report\", \"how is our organic doing\", \"check Search Console\", why did we lose rankings\", \"find quick wins for SEO\", \"which queries should we target\", \"impressions dropped\", \"CTR is low\", or any question about organic traffic, rankings, or search visibility. Works best with Dataslayer MCP connected (Search Console + GA4). Also works with manual data.","author":"Dataslayer-AI","license":"MIT","stars":23,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo weekly digest (ds-seo-weekly) use this skill when the user wants to review organic search performance, identify seo opportunities, or diagnose ranking drops. activate when the user says \"seo report\", \"how is our organic doing\", \"check search console\", why did we lose rankings\", \"find quick wins for seo\", \"which queries should we target\", \"impressions dropped\", \"ctr is low\", or any question about organic traffic, rankings, or search visibility. works best with dataslayer mcp connected (search console + ga4). also works with manual data. ds-seo-weekly marketing "},{"slug":"analyze-ad","kind":"skill","name":"Analyze ad","tagline":"Deep-dive analysis of a specific creative asset. Use when the user asks about a specific ad by name, ID, or URL — \"analyze this ad\", \"why is this working?\", why is this not working?\", \"break down this creative\", \"[pastes ad name]\", look at this ad\", \"what's the angle in this ad?\", \"compare to account averages\", or references a specific creative by name or identifier. Handles creative lookup, disambiguation when multiple matches exist, entity hierarchy mapping (creative → ads → adsets → campaigns), and metric-appropriate analysis. This is the most common interaction pattern — users often analyze multiple ads in sequence. Always use this skill, not creative-strategist, when the user references a specific creative.","author":"Motion-Creative","license":"MIT","stars":22,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"analyze ad deep-dive analysis of a specific creative asset. use when the user asks about a specific ad by name, id, or url — \"analyze this ad\", \"why is this working?\", why is this not working?\", \"break down this creative\", \"[pastes ad name]\", look at this ad\", \"what's the angle in this ad?\", \"compare to account averages\", or references a specific creative by name or identifier. handles creative lookup, disambiguation when multiple matches exist, entity hierarchy mapping (creative → ads → adsets → campaigns), and metric-appropriate analysis. this is the most common interaction pattern — users often analyze multiple ads in sequence. always use this skill, not creative-strategist, when the user references a specific creative. analyze-ad uncategorised "},{"slug":"write-hooks","kind":"skill","name":"Hook Writing Engine","tagline":"Generate psychologically-driven hooks for paid social ads. Uses Schwartz's 5 awareness stages and 8 psychological triggers, grounded in the workspace's actual top-performing hooks from Motion. Activate when users ask to \"write hooks\", \"generate hooks\", hook ideas\", \"scroll-stopping openings\", \"attention grabbers\", or need opening lines for ads. Pairs with write-hooks/references for tactic and template libraries.","author":"Motion-Creative","license":"MIT","stars":22,"dept":"media","deptName":"Content creator","task":"media/script-short","taskName":"Short scripts & hooks","hay":"hook writing engine generate psychologically-driven hooks for paid social ads. uses schwartz's 5 awareness stages and 8 psychological triggers, grounded in the workspace's actual top-performing hooks from motion. activate when users ask to \"write hooks\", \"generate hooks\", hook ideas\", \"scroll-stopping openings\", \"attention grabbers\", or need opening lines for ads. pairs with write-hooks/references for tactic and template libraries. write-hooks creator "},{"slug":"ugc-scripts","kind":"skill","name":"UGC Script Writer","tagline":"Write authentic UGC (user-generated content) ad scripts that sound like real people sharing real experiences. Produces talking points — not word-for-word scripts — with a scripted hook and soft CTA. Grounded in Motion workspace data for hooks that convert. Activate when users ask for \"UGC script\", \"creator script\", \"influencer brief\", talking points for a creator\", \"authentic ad script\", or need scripts for creator-style paid social ads.","author":"Motion-Creative","license":"MIT","stars":22,"dept":"media","deptName":"Content creator","task":"media/script-short","taskName":"Short scripts & hooks","hay":"ugc script writer write authentic ugc (user-generated content) ad scripts that sound like real people sharing real experiences. produces talking points — not word-for-word scripts — with a scripted hook and soft cta. grounded in motion workspace data for hooks that convert. activate when users ask for \"ugc script\", \"creator script\", \"influencer brief\", talking points for a creator\", \"authentic ad script\", or need scripts for creator-style paid social ads. ugc-scripts creator "},{"slug":"content-autopsy","kind":"skill","name":"Content autopsy","tagline":"Use when analyzing why content performed well or poorly, doing post-mortem analysis, or comparing content performance.","author":"scrollmark","license":"MIT","stars":15,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"content autopsy use when analyzing why content performed well or poorly, doing post-mortem analysis, or comparing content performance. content-autopsy marketing "},{"slug":"hook-anatomy","kind":"skill","name":"Hook anatomy","tagline":"Use when analyzing, evaluating, or generating hooks for short-form video or text posts.","author":"scrollmark","license":"MIT","stars":15,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"hook anatomy use when analyzing, evaluating, or generating hooks for short-form video or text posts. hook-anatomy marketing "},{"slug":"read-the-room-2","kind":"skill","name":"Read the room","tagline":"Use when interpreting social media content — comments, captions, replies, DMs — and you need to understand tone, subtext, or cultural context beyond the literal words.","author":"scrollmark","license":"MIT","stars":15,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"read the room use when interpreting social media content — comments, captions, replies, dms — and you need to understand tone, subtext, or cultural context beyond the literal words. read-the-room-2 marketing "},{"slug":"ad-concept-generator","kind":"skill","name":"Ad Concept Development","tagline":"Helps develop ad concepts from hooks or ideas for paid social campaigns. Use when the user has a hook or idea and wants to build it into a full ad concept. Triggers: \"ad concept\", \"creative concept\", \"campaign idea\", \"ad direction\", \"concept brief\", creative brief\", \"develop this hook\", \"build out this idea\", \"paid social concept","author":"Motion-Creative","license":"MIT","stars":10,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"ad concept development helps develop ad concepts from hooks or ideas for paid social campaigns. use when the user has a hook or idea and wants to build it into a full ad concept. triggers: \"ad concept\", \"creative concept\", \"campaign idea\", \"ad direction\", \"concept brief\", creative brief\", \"develop this hook\", \"build out this idea\", \"paid social concept ad-concept-generator marketing "},{"slug":"ad-creative-variant-generator","kind":"skill","name":"Ad creative variant generator","tagline":"Generates systematic ad creative variants across copy, visual direction, format, and audience angle for CPG and retail e-commerce campaigns. Use when a user needs multiple ad variations for testing, creative diversification, or multi-platform adaptation. Triggers on requests for ad copy, creative variants, A/B test assets, ad matrix generation, or platform-specific ad content.","author":"writer","license":"Apache-2.0","stars":7,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"ad creative variant generator generates systematic ad creative variants across copy, visual direction, format, and audience angle for cpg and retail e-commerce campaigns. use when a user needs multiple ad variations for testing, creative diversification, or multi-platform adaptation. triggers on requests for ad copy, creative variants, a/b test assets, ad matrix generation, or platform-specific ad content. ad-creative-variant-generator marketing "},{"slug":"brand-voice-enforcer","kind":"skill","name":"Brand voice enforcer","tagline":"Analyze and rewrite content to strict brand voice guidelines, scoring adherence across tone, vocabulary, syntax patterns, and persona alignment for CPG and retail brands.","author":"writer","license":"Apache-2.0","stars":7,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"brand voice enforcer analyze and rewrite content to strict brand voice guidelines, scoring adherence across tone, vocabulary, syntax patterns, and persona alignment for cpg and retail brands. brand-voice-enforcer marketing "},{"slug":"influencer-fit-scoring","kind":"skill","name":"Influencer fit scoring","tagline":"Scores and ranks influencers for brand partnership fit using a multi-dimensional framework covering audience alignment, engagement quality, brand safety, content relevance, and commercial viability for CPG and retail e-commerce campaigns. Use when evaluating potential influencer partners, building shortlists, or comparing candidates. Triggers on requests for influencer evaluation, creator partnerships, influencer scoring, KOL assessment, or ambassador selection.","author":"writer","license":"Apache-2.0","stars":7,"dept":"marketing","deptName":"Marketing","task":"marketing/partner-influencer","taskName":"Partners & influencers","hay":"influencer fit scoring scores and ranks influencers for brand partnership fit using a multi-dimensional framework covering audience alignment, engagement quality, brand safety, content relevance, and commercial viability for cpg and retail e-commerce campaigns. use when evaluating potential influencer partners, building shortlists, or comparing candidates. triggers on requests for influencer evaluation, creator partnerships, influencer scoring, kol assessment, or ambassador selection. influencer-fit-scoring marketing "},{"slug":"higgsfield-ecommerce-ad","kind":"skill","name":"Higgsfield E-Commerce Ad Skill","tagline":"Crafts high-converting e-commerce product advertisement prompts for Higgsfield and routes to the best model (marketing_studio_video primary, seedance_2_0 fallback). Also routes product-still requests to ms_image via generate_image. Use when the user wants product ads, e-commerce videos, product showcases, unboxing, product demos, shopping ads, fashion ads, beauty ads, DTC brand ads, or any commercial product video for online selling. Handles text-to-video (default) and optional image-to-video.","author":"pixelab-ch","license":"MIT","stars":6,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"higgsfield e-commerce ad skill crafts high-converting e-commerce product advertisement prompts for higgsfield and routes to the best model (marketing_studio_video primary, seedance_2_0 fallback). also routes product-still requests to ms_image via generate_image. use when the user wants product ads, e-commerce videos, product showcases, unboxing, product demos, shopping ads, fashion ads, beauty ads, dtc brand ads, or any commercial product video for online selling. handles text-to-video (default) and optional image-to-video. higgsfield-ecommerce-ad uncategorised "},{"slug":"higgsfield-product-360","kind":"skill","name":"Higgsfield Product-360 Skill","tagline":"Generates product 360° turntable, multi-angle showcase, and product reveal video prompts for Higgsfield. A product photo is always required (image-to- video). Routes to seedance_2_0 (primary) or cinematic_studio_3_0 (fallback). Use when the user wants a product rotation video, turntable showcase, product reveal, 360 view, multi-angle display, product beauty shot, hero product video, or unboxing reveal.","author":"pixelab-ch","license":"MIT","stars":6,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"higgsfield product-360 skill generates product 360° turntable, multi-angle showcase, and product reveal video prompts for higgsfield. a product photo is always required (image-to- video). routes to seedance_2_0 (primary) or cinematic_studio_3_0 (fallback). use when the user wants a product rotation video, turntable showcase, product reveal, 360 view, multi-angle display, product beauty shot, hero product video, or unboxing reveal. higgsfield-product-360 uncategorised "},{"slug":"higgsfield-social-hook","kind":"skill","name":"Higgsfield Social Hook Skill","tagline":"Crafts viral social media hook video prompts for TikTok, Instagram Reels, and YouTube Shorts via Higgsfield. Routes to kling3_0 (primary) or grok_video (fallback). Use when the user wants scroll-stopping hooks, viral short-form video, attention-grabbing openers, TikTok content, Reels content, Shorts content, or any social-media-optimized video.","author":"pixelab-ch","license":"MIT","stars":6,"dept":"media","deptName":"Content creator","task":"media/edit-short","taskName":"Short-form editing","hay":"higgsfield social hook skill crafts viral social media hook video prompts for tiktok, instagram reels, and youtube shorts via higgsfield. routes to kling3_0 (primary) or grok_video (fallback). use when the user wants scroll-stopping hooks, viral short-form video, attention-grabbing openers, tiktok content, reels content, shorts content, or any social-media-optimized video. higgsfield-social-hook creator "},{"slug":"dispatching-parallel-agents","kind":"skill","name":"Dispatching parallel agents","tagline":"Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies","author":"obra","license":"MIT","stars":289792,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"dispatching parallel agents use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies dispatching-parallel-agents coding "},{"slug":"executing-plans","kind":"skill","name":"Executing plans","tagline":"Use when you have a written implementation plan to execute in a separate session with review checkpoints","author":"obra","license":"MIT","stars":289792,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"executing plans use when you have a written implementation plan to execute in a separate session with review checkpoints executing-plans coding "},{"slug":"finishing-a-development-branch","kind":"skill","name":"Finishing a development branch","tagline":"Use when implementation is complete, all tests pass, and you need to decide how to integrate the work","author":"obra","license":"MIT","stars":289792,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"finishing a development branch use when implementation is complete, all tests pass, and you need to decide how to integrate the work finishing-a-development-branch coding "},{"slug":"requesting-code-review","kind":"skill","name":"Requesting code review","tagline":"Use when completing tasks, implementing major features, or before merging to verify work meets requirements","author":"obra","license":"MIT","stars":289792,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"requesting code review use when completing tasks, implementing major features, or before merging to verify work meets requirements requesting-code-review coding "},{"slug":"subagent-driven-development","kind":"skill","name":"Subagent driven development","tagline":"Use when executing implementation plans with independent tasks in the current session","author":"obra","license":"MIT","stars":289792,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"subagent driven development use when executing implementation plans with independent tasks in the current session subagent-driven-development coding "},{"slug":"systematic-debugging","kind":"skill","name":"Systematic debugging","tagline":"Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes","author":"obra","license":"MIT","stars":289792,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"systematic debugging use when encountering any bug, test failure, or unexpected behavior, before proposing fixes systematic-debugging coding "},{"slug":"test-driven-development","kind":"skill","name":"Test-Driven Development (TDD)","tagline":"Use when implementing any feature or bugfix, before writing implementation code","author":"obra","license":"MIT","stars":289792,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"test-driven development (tdd) use when implementing any feature or bugfix, before writing implementation code test-driven-development content & docs "},{"slug":"using-git-worktrees","kind":"skill","name":"Using git worktrees","tagline":"Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback","author":"obra","license":"MIT","stars":289792,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"using git worktrees use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback using-git-worktrees coding "},{"slug":"using-superpowers","kind":"skill","name":"Using superpowers","tagline":"Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions","author":"obra","license":"MIT","stars":289792,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"using superpowers use when starting any conversation - establishes how to find and use skills, requiring skill invocation before any response including clarifying questions using-superpowers coding "},{"slug":"verification-before-completion","kind":"skill","name":"Verification before completion","tagline":"Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always","author":"obra","license":"MIT","stars":289792,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"verification before completion use when about to claim work is complete, fixed, or passing, before committing or creating prs - requires running verification commands and confirming output before making any success claims; evidence before assertions always verification-before-completion coding "},{"slug":"writing-plans","kind":"skill","name":"Writing plans","tagline":"Use when you have a spec or requirements for a multi-step task, before touching code","author":"obra","license":"MIT","stars":289792,"dept":"operations","deptName":"Operations","task":"operations/plan-week","taskName":"Planning the work","hay":"writing plans use when you have a spec or requirements for a multi-step task, before touching code writing-plans content & docs "},{"slug":"writing-skills","kind":"skill","name":"Writing skills","tagline":"Use when creating new skills, editing existing skills, or verifying skills work before deployment","author":"obra","license":"MIT","stars":289792,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"writing skills use when creating new skills, editing existing skills, or verifying skills work before deployment writing-skills content & docs "},{"slug":"canvas-design","kind":"skill","name":"Canvas design","tagline":"Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.","author":"anthropics","license":"Apache-2.0","stars":177518,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"canvas design create beautiful visual art in .png and .pdf documents using design philosophy. you should use this skill when the user asks to create a poster, piece of art, design, or other static piece. create original visual designs, never copying existing artists' work to avoid copyright violations. canvas-design uncategorised "},{"slug":"claude-api","kind":"skill","name":"Claude API","tagline":"Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration. TRIGGER — read BEFORE opening the target file; don't skip because it \"looks like a one-liner\" — whenever: the prompt names Claude/Anthropic in any form (Claude, Anthropic, Fable, Opus, Sonnet, Haiku, `anthropic`, `@anthropic-ai`, `claude-*`, `us.anthropic.*`, `[1m]`); the user asks about an LLM (pricing/model choice/limits/caching) — never answer from memory; OR the task is LLM-shaped with provider unstated (agent/MCP/tool-definition/multi-agent/RAG/LLM-judge/computer-use; generate/summarize/extract/classify/rewrite/converse over NL; debugging refusals/cutoffs/streaming/tool-calls/tokens). SKIP only when another provider is being worked on (overrides all triggers): OpenAI/GPT/Gemini/Llama/Mistral/Cohere/Ollama named in the query; OR `grep -rE 'openai|langchain_openai|google.generativeai|genai|mistralai|cohere|ollama'` over the project hits (run this grep FIRST if no provider named — don't Read the file).","author":"anthropics","license":"Apache-2.0","stars":177518,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"claude api reference for the claude api / anthropic sdk — model ids, pricing, params, streaming, tool use, mcp, agents, caching, token counting, model migration. trigger — read before opening the target file; don't skip because it \"looks like a one-liner\" — whenever: the prompt names claude/anthropic in any form (claude, anthropic, fable, opus, sonnet, haiku, `anthropic`, `@anthropic-ai`, `claude-*`, `us.anthropic.*`, `[1m]`); the user asks about an llm (pricing/model choice/limits/caching) — never answer from memory; or the task is llm-shaped with provider unstated (agent/mcp/tool-definition/multi-agent/rag/llm-judge/computer-use; generate/summarize/extract/classify/rewrite/converse over nl; debugging refusals/cutoffs/streaming/tool-calls/tokens). skip only when another provider is being worked on (overrides all triggers): openai/gpt/gemini/llama/mistral/cohere/ollama named in the query; or `grep -re 'openai|langchain_openai|google.generativeai|genai|mistralai|cohere|ollama'` over the project hits (run this grep first if no provider named — don't read the file). claude-api coding "},{"slug":"discernment-nudge","kind":"skill","name":"Discernment nudge","tagline":"After you give a substantive answer or draft that the user may act on — advice or recommendations, drafted artifacts such as goals, plans, pitches, proposals, or emails, estimates or projections, analysis or interpretation of data, factual claims they may rely on, or a multi-step argument — invoke this skill BEFORE finalizing your reply and then, if it applies, append 2-3 short follow-up questions, each tied to something specific in what you just produced, that help the user check key facts, probe the reasoning or assumptions, and notice missing context. Do this at most once per conversation. Skip it when the user asked a trivial how-to or simple lookup, wants a purely educational explanation, asked you only to format, convert, or assemble a file from content they provided, is writing code they will run, is doing creative writing or casual chat, or already asked you to double-check, cite, or review — the skill file explains these boundaries and the exact output format.","author":"anthropics","license":"Apache-2.0","stars":177518,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"discernment nudge after you give a substantive answer or draft that the user may act on — advice or recommendations, drafted artifacts such as goals, plans, pitches, proposals, or emails, estimates or projections, analysis or interpretation of data, factual claims they may rely on, or a multi-step argument — invoke this skill before finalizing your reply and then, if it applies, append 2-3 short follow-up questions, each tied to something specific in what you just produced, that help the user check key facts, probe the reasoning or assumptions, and notice missing context. do this at most once per conversation. skip it when the user asked a trivial how-to or simple lookup, wants a purely educational explanation, asked you only to format, convert, or assemble a file from content they provided, is writing code they will run, is doing creative writing or casual chat, or already asked you to double-check, cite, or review — the skill file explains these boundaries and the exact output format. discernment-nudge uncategorised "},{"slug":"frontend-design","kind":"skill","name":"Frontend design","tagline":"Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults.","author":"anthropics","license":"Apache-2.0","stars":177518,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"frontend design guidance for distinctive, intentional visual design when building new ui or reshaping an existing one. helps with aesthetic direction, typography, and making choices that don't read as templated defaults. frontend-design design & ui "},{"slug":"internal-comms-anthropics","kind":"skill","name":"Internal Comms","tagline":"A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).","author":"anthropics","license":"Apache-2.0","stars":177518,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"internal comms a set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3p updates, company newsletters, faqs, incident reports, project updates, etc.). internal-comms-anthropics uncategorised "},{"slug":"mcp-builder","kind":"skill","name":"MCP builder","tagline":"Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).","author":"anthropics","license":"Apache-2.0","stars":177518,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"mcp builder guide for creating high-quality mcp (model context protocol) servers that enable llms to interact with external services through well-designed tools. use when building mcp servers to integrate external apis or services, whether in python (fastmcp) or node/typescript (mcp sdk). mcp-builder coding "},{"slug":"skill-creator-anthropics","kind":"skill","name":"Skill Creator","tagline":"Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.","author":"anthropics","license":"Apache-2.0","stars":177518,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"skill creator create new skills, modify and improve existing skills, and measure skill performance. use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy. skill-creator-anthropics coding "},{"slug":"slack-gif-creator","kind":"skill","name":"Slack gif creator","tagline":"Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"make me a GIF of X doing Y for Slack.","author":"anthropics","license":"Apache-2.0","stars":177518,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"slack gif creator knowledge and utilities for creating animated gifs optimized for slack. provides constraints, validation tools, and animation concepts. use when users request animated gifs for slack like \"make me a gif of x doing y for slack. slack-gif-creator uncategorised "},{"slug":"theme-factory","kind":"skill","name":"Theme factory","tagline":"Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.","author":"anthropics","license":"Apache-2.0","stars":177518,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"theme factory toolkit for styling artifacts with a theme. these artifacts can be slides, docs, reportings, html landing pages, etc. there are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly. theme-factory uncategorised "},{"slug":"web-artifacts-builder","kind":"skill","name":"Web artifacts builder","tagline":"Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.","author":"anthropics","license":"Apache-2.0","stars":177518,"dept":"engineering","deptName":"Development","task":"engineering/ui-components","taskName":"UI components","hay":"web artifacts builder suite of tools for creating elaborate, multi-component claude.ai html artifacts using modern frontend web technologies (react, tailwind css, shadcn/ui). use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file html/jsx artifacts. web-artifacts-builder coding "},{"slug":"webapp-testing","kind":"skill","name":"Webapp testing","tagline":"Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.","author":"anthropics","license":"Apache-2.0","stars":177518,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"webapp testing toolkit for interacting with and testing local web applications using playwright. supports verifying frontend functionality, debugging ui behavior, capturing browser screenshots, and viewing browser logs. webapp-testing coding "},{"slug":"3d-character-render-in-high-end-disney-pixar-style","kind":"prompt","name":"3D character render in high end disney pixar style","tagline":"This prompt outlines the creation of a high-end Pixar/Disney style 3D character render, based on the man in the provided photo. It specifies preserving his exact facial features, hairstyle, beard, and striped shirt with the logo. The character is to be depicted standing full-body on a clean white studio background, utilizing soft, even lighting and a subtle shadow to achieve an ultra-sharp, 4K photoreal cartoon finish.","author":"Mehmet Altuğ Akgül","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"3d character render in high end disney pixar style this prompt outlines the creation of a high-end pixar/disney style 3d character render, based on the man in the provided photo. it specifies preserving his exact facial features, hairstyle, beard, and striped shirt with the logo. the character is to be depicted standing full-body on a clean white studio background, utilizing soft, even lighting and a subtle shadow to achieve an ultra-sharp, 4k photoreal cartoon finish. 3d-character-render-in-high-end-disney-pixar-style creator "},{"slug":"3d-city-prompt","kind":"prompt","name":"3D city prompt","tagline":"Hyper-realistic 3D square diorama of ${city_name:Istanbul}, carved out with exposed soil cross-section beneath showing rocks, roots, and earth layers.","author":"furkan kaan akyüz","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"3d city prompt hyper-realistic 3d square diorama of ${city_name:istanbul}, carved out with exposed soil cross-section beneath showing rocks, roots, and earth layers. 3d-city-prompt creator "},{"slug":"3d-isometric-miniature-city-view-with-weather","kind":"prompt","name":"3D isometric miniature city view with weather","tagline":"Present a clear, 45° top-down view of a vertical (9:16) isometric miniature 3D cartoon scene, highlighting iconic landmarks centered in the composition to showcase precise and delicate modeling.","author":"Mehmet Altuğ Akgül","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"3d isometric miniature city view with weather present a clear, 45° top-down view of a vertical (9:16) isometric miniature 3d cartoon scene, highlighting iconic landmarks centered in the composition to showcase precise and delicate modeling. 3d-isometric-miniature-city-view-with-weather creator "},{"slug":"3d-medical-anatomy-model-render-prompt","kind":"prompt","name":"3D medical anatomy model render prompt","tagline":"Create a photorealistic 3D medical anatomy model render with customizable features including gender, view angle, target muscle group, and highlight color. The prompt ensures a wide-angle, full-body shot with a clean, seamless background and a focus on scientific accuracy and detailed textures.","author":"cem","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"3d medical anatomy model render prompt create a photorealistic 3d medical anatomy model render with customizable features including gender, view angle, target muscle group, and highlight color. the prompt ensures a wide-angle, full-body shot with a clean, seamless background and a focus on scientific accuracy and detailed textures. 3d-medical-anatomy-model-render-prompt creator "},{"slug":"3d-to-2d-floor-plan-converter","kind":"prompt","name":"3D to 2D floor plan converter","tagline":"Convert a furnished 3D interior render into a detailed and precise 2D architectural floor plan. Ideal for real estate listings or construction documents, this tool offers a clean vector-style blueprint with clearly defined rooms and spaces.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"3d to 2d floor plan converter convert a furnished 3d interior render into a detailed and precise 2d architectural floor plan. ideal for real estate listings or construction documents, this tool offers a clean vector-style blueprint with clearly defined rooms and spaces. 3d-to-2d-floor-plan-converter creator "},{"slug":"a-half-built-pyramid-and-the-leader-who-turned-labor-into-legacy","kind":"prompt","name":"A half built pyramid and the leader who turned labor into legacy","tagline":"A hyper realistic 4K cinematic visualization set in ancient Egypt, capturing the Great Pyramid mid construction. The pyramid stands half built, monumental yet incomplete, while massive stone blocks glide through engineered water canals on heavy rafts. Coordinated crews, ropes, ramps and wooden structures illustrate a sophisticated logistics system. Dust, mist and golden light create an epic sense of scale.","author":"Mehmet Altuğ Akgül","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"a half built pyramid and the leader who turned labor into legacy a hyper realistic 4k cinematic visualization set in ancient egypt, capturing the great pyramid mid construction. the pyramid stands half built, monumental yet incomplete, while massive stone blocks glide through engineered water canals on heavy rafts. coordinated crews, ropes, ramps and wooden structures illustrate a sophisticated logistics system. dust, mist and golden light create an epic sense of scale. a-half-built-pyramid-and-the-leader-who-turned-labor-into-legacy creator "},{"slug":"a-moment-shared-with-the-wild","kind":"prompt","name":"A moment shared with the wild","tagline":"A candid, photorealistic iPhone-style selfie capturing a relaxed moment between a human and a wild {WILD_ANIMAL} in its natural habitat. Natural light, subtle motion, and authentic details create the feeling of a real, spontaneous encounter in the wild.","author":"Semih Kışlar","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"a moment shared with the wild a candid, photorealistic iphone-style selfie capturing a relaxed moment between a human and a wild {wild_animal} in its natural habitat. natural light, subtle motion, and authentic details create the feeling of a real, spontaneous encounter in the wild. a-moment-shared-with-the-wild creator "},{"slug":"a-night-in-paris","kind":"prompt","name":"A night in paris","tagline":"\"mainsubject\": \"A young man with thick curly brown hair, wearing a sophisticated beige turtleneck sweater and a matching tailored wool…","author":"furkan kaan akyüz","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"a night in paris \"mainsubject\": \"a young man with thick curly brown hair, wearing a sophisticated beige turtleneck sweater and a matching tailored wool… a-night-in-paris creator "},{"slug":"a-retro-styled-adventurer-takes-a-pause-by-a-lush-jungle-riverbank","kind":"prompt","name":"A retro-styled adventurer takes a pause by a lush jungle riverbank.","tagline":"Bathed in strong backlighting that highlights her short hair, a woman in a black swimsuit crouches beside a water lily-filled stream, holding a metal canteen. She looks back directly at the camera, balancing on one saddle-shoed foot and one bare foot in the muddy terrain.","author":"Hasan Gariban","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"a retro-styled adventurer takes a pause by a lush jungle riverbank. bathed in strong backlighting that highlights her short hair, a woman in a black swimsuit crouches beside a water lily-filled stream, holding a metal canteen. she looks back directly at the camera, balancing on one saddle-shoed foot and one bare foot in the muddy terrain. a-retro-styled-adventurer-takes-a-pause-by-a-lush-jungle-riverbank creator "},{"slug":"a-three-panel-monochromatic-image","kind":"prompt","name":"A three panel monochromatic image","tagline":"\"description\": \"A three-panel monochromatic image. Top panel: A hooded figure with glowing eyes, wearing a backpack, climbing over a…","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"a three panel monochromatic image \"description\": \"a three-panel monochromatic image. top panel: a hooded figure with glowing eyes, wearing a backpack, climbing over a… a-three-panel-monochromatic-image creator "},{"slug":"a-wrinkle-in-time","kind":"prompt","name":"A wrinkle in time","tagline":"A stunning image capturing a time traveler's awe and terror upon arriving in a prehistoric world, face-to-face with a dinosaur.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"a wrinkle in time a stunning image capturing a time traveler's awe and terror upon arriving in a prehistoric world, face-to-face with a dinosaur. a-wrinkle-in-time creator "},{"slug":"abandoned-wife","kind":"prompt","name":"Abandoned wife","tagline":"\"subject\": \"Full-body 3/4 view portrait capturing a moment of profound emotional transition\",","author":"Mel Dras","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"abandoned wife \"subject\": \"full-body 3/4 view portrait capturing a moment of profound emotional transition\", abandoned-wife creator "},{"slug":"abstract-geometric-art-prompt-inspired-by-wassily-kandinsky","kind":"prompt","name":"Abstract geometric art prompt inspired by wassily kandinsky","tagline":"The prompt provides an elaborate framework for generating abstract geometric art inspired by the style of Wassily Kandinsky. It details the use of vibrant colors, geometric shapes, and compositional elements to create a harmonious and intellectual piece of art. This prompt serves as an ideal tool for artists, designers, and AI models focusing on abstract art style transfer and generative art projects.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"abstract geometric art prompt inspired by wassily kandinsky the prompt provides an elaborate framework for generating abstract geometric art inspired by the style of wassily kandinsky. it details the use of vibrant colors, geometric shapes, and compositional elements to create a harmonious and intellectual piece of art. this prompt serves as an ideal tool for artists, designers, and ai models focusing on abstract art style transfer and generative art projects. abstract-geometric-art-prompt-inspired-by-wassily-kandinsky creator "},{"slug":"act-as-a-conversational-ai","kind":"prompt","name":"Act as a conversational AI","tagline":"Engage in natural and meaningful conversations with users, providing informative and friendly responses.","author":"BLAISE","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"act as a conversational ai engage in natural and meaningful conversations with users, providing informative and friendly responses. act-as-a-conversational-ai infrastructure & ops "},{"slug":"act-as-a-product-manager","kind":"prompt","name":"Act as a product manager","tagline":"Guides the AI to act as a product manager, assisting in writing product requirement documents and addressing product-related queries.","author":"shine zeo","license":"CC0-1.0","stars":170933,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"act as a product manager guides the ai to act as a product manager, assisting in writing product requirement documents and addressing product-related queries. act-as-a-product-manager business & ops "},{"slug":"act-as-a-resume-reviewer","kind":"prompt","name":"Act as a resume reviewer","tagline":"A prompt for reviewing resumes in the context of a specific job opening.","author":"Ax","license":"CC0-1.0","stars":170933,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"act as a resume reviewer a prompt for reviewing resumes in the context of a specific job opening. act-as-a-resume-reviewer business & ops "},{"slug":"act-as-a-senior-research-paper-evaluator","kind":"prompt","name":"Act as a senior research paper evaluator","tagline":"Use this prompt to critically evaluate academic papers. Ideal for reviewers aiming to assess the quality and validity of scholarly documents across disciplines.","author":"Fisehatsion Adisu Abute","license":"CC0-1.0","stars":170933,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"act as a senior research paper evaluator use this prompt to critically evaluate academic papers. ideal for reviewers aiming to assess the quality and validity of scholarly documents across disciplines. act-as-a-senior-research-paper-evaluator science "},{"slug":"act-as-an-electron-frontend-developer","kind":"prompt","name":"Act as an electron frontend developer","tagline":"Guide users in building a desktop application using Electron with a focus on frontend development best practices.","author":"Han","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"act as an electron frontend developer guide users in building a desktop application using electron with a focus on frontend development best practices. act-as-an-electron-frontend-developer coding "},{"slug":"adaptive-thinking-framework","kind":"prompt","name":"Adaptive thinking framework","tagline":"The goal is to make every reply more accurate, comprehensive, and unbiased — as if thinking from the shoulders of giants.","author":"朱arimerzhu","license":"CC0-1.0","stars":170933,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"adaptive thinking framework the goal is to make every reply more accurate, comprehensive, and unbiased — as if thinking from the shoulders of giants. adaptive-thinking-framework business & ops "},{"slug":"add-ai-protection","kind":"prompt","name":"Add AI protection","tagline":"Protect AI chat and completion endpoints from abuse — detect prompt injection and jailbreak attempts, block PII and sensitive info from leaking in responses, and enforce token budget rate limits to control costs. Use this skill when the user is building or securing any endpoint that processes user prompts with an LLM, even if they describe it as \"preventing jailbreaks,\" \"stopping prompt attacks,\" \"blocking sensitive data,\" or \"controlling AI API costs\" rather than naming specific protections.","author":"David Mytton","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"add ai protection protect ai chat and completion endpoints from abuse — detect prompt injection and jailbreak attempts, block pii and sensitive info from leaking in responses, and enforce token budget rate limits to control costs. use this skill when the user is building or securing any endpoint that processes user prompts with an llm, even if they describe it as \"preventing jailbreaks,\" \"stopping prompt attacks,\" \"blocking sensitive data,\" or \"controlling ai api costs\" rather than naming specific protections. add-ai-protection coding "},{"slug":"ai-builder","kind":"prompt","name":"AI builder","tagline":"This AI builder will create a fully functional website based on the provided details the website will be ready to publish or deploy","author":"WebDev","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"ai builder this ai builder will create a fully functional website based on the provided details the website will be ready to publish or deploy ai-builder infrastructure & ops "},{"slug":"ai-engineer","kind":"prompt","name":"AI engineer","tagline":"Act as an expert AI engineer specializing in practical machine learning implementation and AI integration for production applications, ensuring efficient and robust AI solutions.","author":"Ersin Yılmaz","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"ai engineer act as an expert ai engineer specializing in practical machine learning implementation and ai integration for production applications, ensuring efficient and robust ai solutions. ai-engineer data & ai "},{"slug":"ai-video-creation-assistant","kind":"prompt","name":"AI video creation assistant","tagline":"Act as an AI Video Creation Assistant. Guide users in generating video content ideas, script writing, and visual direction for professional video production.","author":"jd5zc9w2q7-prog","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"ai video creation assistant act as an ai video creation assistant. guide users in generating video content ideas, script writing, and visual direction for professional video production. ai-video-creation-assistant creator "},{"slug":"ai-workflow-automation-specialist","kind":"prompt","name":"AI workflow automation specialist","tagline":"Act as an AI Workflow Automation Specialist, guiding users in automating business processes, optimizing workflows, and integrating AI tools effectively.","author":"VIJAY KUMAR SAHANI","license":"CC0-1.0","stars":170933,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"ai workflow automation specialist act as an ai workflow automation specialist, guiding users in automating business processes, optimizing workflows, and integrating ai tools effectively. ai-workflow-automation-specialist infrastructure & ops "},{"slug":"airport-corridor-walk-full-body","kind":"prompt","name":"Airport Corridor Walk (full-body)","tagline":"This prompt generates a detailed description for a full-body candid airport corridor photograph of a Turkish-looking adult woman. It includes specifics about the subject's attire, pose, setting, and camera details, ensuring a photorealistic and stylish travel image without any recognizable logos or text.","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"airport corridor walk (full-body) this prompt generates a detailed description for a full-body candid airport corridor photograph of a turkish-looking adult woman. it includes specifics about the subject's attire, pose, setting, and camera details, ensuring a photorealistic and stylish travel image without any recognizable logos or text. airport-corridor-walk-full-body creator "},{"slug":"you-are-in-the-alpine-mountains","kind":"prompt","name":"Alp Dağlarındasın","tagline":"This prompt generates a photorealistic iPhone selfie-style image set in the alpine mountains. It captures a bright, clear daylight scene with dramatic mountain peaks and a lush green meadow. The subject is a woman in casual hiking attire, lying in the grass and using a backpack as a pillow, with a classic handheld selfie perspective. Ideal for creating detailed, realistic outdoor scenes.","author":"Halil Nuroğlu","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"alp dağlarındasın this prompt generates a photorealistic iphone selfie-style image set in the alpine mountains. it captures a bright, clear daylight scene with dramatic mountain peaks and a lush green meadow. the subject is a woman in casual hiking attire, lying in the grass and using a backpack as a pillow, with a classic handheld selfie perspective. ideal for creating detailed, realistic outdoor scenes. you-are-in-the-alpine-mountains creator "},{"slug":"alpine-golden-hour-granola-portrait","kind":"prompt","name":"Alpine golden hour granola portrait","tagline":"Generates a photorealistic, vertical 3:4 medium shot of a young woman with a relaxed \"granola girl\" aesthetic by a tranquil mountain lake. She wears a patterned sherpa fleece jacket and messy bun, looking over her shoulder with a warm smile. Bathed in golden hour sunlight, the image features crisp deep focus on both the subject and the dramatic alpine cliffs, rendered in sharp 8K iPhone 16 Pro Max quality.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"alpine golden hour granola portrait generates a photorealistic, vertical 3:4 medium shot of a young woman with a relaxed \"granola girl\" aesthetic by a tranquil mountain lake. she wears a patterned sherpa fleece jacket and messy bun, looking over her shoulder with a warm smile. bathed in golden hour sunlight, the image features crisp deep focus on both the subject and the dramatic alpine cliffs, rendered in sharp 8k iphone 16 pro max quality. alpine-golden-hour-granola-portrait creator "},{"slug":"alternative-grunge-alley-portrait","kind":"prompt","name":"Alternative grunge alley portrait","tagline":"Generates a photorealistic, vertical 8K black-and-white portrait of a young woman in a narrow urban alleyway. Wearing a plaid flannel, graphic tee, and chunky combat boots, she leans against a stone wall with one leg extended in extreme forced perspective. Shot from a low angle with a 24mm wide-angle lens, it captures a serious, melancholic expression with soft diffused daylight, subtle film grain, and an introspective alternative street editorial aesthetic.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"alternative grunge alley portrait generates a photorealistic, vertical 8k black-and-white portrait of a young woman in a narrow urban alleyway. wearing a plaid flannel, graphic tee, and chunky combat boots, she leans against a stone wall with one leg extended in extreme forced perspective. shot from a low angle with a 24mm wide-angle lens, it captures a serious, melancholic expression with soft diffused daylight, subtle film grain, and an introspective alternative street editorial aesthetic. alternative-grunge-alley-portrait creator "},{"slug":"amateur-girls-night-selfie-casual-and-imperfect","kind":"prompt","name":"Amateur Girls' Night Selfie - Casual and Imperfect","tagline":"Amateur girls’ night selfie, very casual and imperfect, 1:1 aspect ratio.","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"amateur girls' night selfie - casual and imperfect amateur girls’ night selfie, very casual and imperfect, 1:1 aspect ratio. amateur-girls-night-selfie-casual-and-imperfect creator "},{"slug":"american-comic","kind":"prompt","name":"American comic","tagline":"Your story as a blockbuster comic page.","author":"semih","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"american comic your story as a blockbuster comic page. american-comic creator "},{"slug":"app-store-submission-agent","kind":"prompt","name":"App store submission agent","tagline":"This Agent skill helps you check your apps before submitting to the App Store to go through the process of submitting an app easier and receive less warnings/denials. Recommended model: Claude Opus 4.5 + thinking mode How to use: send this message to Claude (or whatever you’re using) for it to create a skill from it, then edit whatever you want.","author":"Stepan","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"app store submission agent this agent skill helps you check your apps before submitting to the app store to go through the process of submitting an app easier and receive less warnings/denials. recommended model: claude opus 4.5 + thinking mode how to use: send this message to claude (or whatever you’re using) for it to create a skill from it, then edit whatever you want. app-store-submission-agent coding "},{"slug":"architectural-sketch-markup-overlay","kind":"prompt","name":"Architectural Sketch & Markup Overlay","tagline":"Transforms any image into a work-in-progress architectural study. This prompt overlays realistic handwritten English notes, dimension lines, cross-sections, and black ink sketches onto your photo, simulating a professional design review, site analysis, or renovation concept phase.","author":"Yusuf Can TÜRK","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"architectural sketch & markup overlay transforms any image into a work-in-progress architectural study. this prompt overlays realistic handwritten english notes, dimension lines, cross-sections, and black ink sketches onto your photo, simulating a professional design review, site analysis, or renovation concept phase. architectural-sketch-markup-overlay creator "},{"slug":"architectural-study-sheet-historic-site-name","kind":"prompt","name":"Architectural Study Sheet: [HISTORIC_SITE_NAME]","tagline":"A vintage architectural infographic of [HISTORIC_SITE_NAME] that blends art and technical clarity: a detailed front elevation at the center, a clean line-art landscape of [LOCATION] behind it, and annotated dimension lines with sample values like “[HEIGHT_VALUE_1]” and “[HEIGHT_VALUE_2]”. Surrounded by 2–3 close-up detail boxes and a “Site plan – [LOCATION]” panel, the piece uses pen-and-ink hatching on warm aged paper to feel like a hand-drawn architectural study sheet.","author":"Semih Kışlar","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"architectural study sheet: [historic_site_name] a vintage architectural infographic of [historic_site_name] that blends art and technical clarity: a detailed front elevation at the center, a clean line-art landscape of [location] behind it, and annotated dimension lines with sample values like “[height_value_1]” and “[height_value_2]”. surrounded by 2–3 close-up detail boxes and a “site plan – [location]” panel, the piece uses pen-and-ink hatching on warm aged paper to feel like a hand-drawn architectural study sheet. architectural-study-sheet-historic-site-name creator "},{"slug":"architecture-uiux-audit","kind":"prompt","name":"Architecture & UI/UX Audit","tagline":"It asks an AI to assume the persona of a Senior Frontend Engineer & Product Reviewer to perform a high-level critique of a Next.js (App Router) project. Instead of writing code, the prompt focuses on evaluating the architecture (folder structure, scalability), UI/UX (hierarchy, consistency), and design system (component reuse) of a developer community platform to identify anti-patterns and suggest high-impact improvements.","author":"surendhar cherukuri","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"architecture & ui/ux audit it asks an ai to assume the persona of a senior frontend engineer & product reviewer to perform a high-level critique of a next.js (app router) project. instead of writing code, the prompt focuses on evaluating the architecture (folder structure, scalability), ui/ux (hierarchy, consistency), and design system (component reuse) of a developer community platform to identify anti-patterns and suggest high-impact improvements. architecture-uiux-audit coding "},{"slug":"article-summary-and-comprehension","kind":"prompt","name":"Article summary and comprehension","tagline":"Summarize and understand articles by extracting key points and providing comprehension insights.","author":"Guess404","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"article summary and comprehension summarize and understand articles by extracting key points and providing comprehension insights. article-summary-and-comprehension creator "},{"slug":"astrologer","kind":"prompt","name":"Astrologer","tagline":"Custom astrologer built in Gemini Gems. Pulls further data from specific websites for a more tailored experience. Can do: astrology & horoscopy, tarot, runes, crystals Possible additions: lenormand, astrology deck, i ching *it's called \"Astrologer\" because that was the original function, even though it can do more now.","author":"Sophie Sciaroni Wong","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"astrologer custom astrologer built in gemini gems. pulls further data from specific websites for a more tailored experience. can do: astrology & horoscopy, tarot, runes, crystals possible additions: lenormand, astrology deck, i ching *it's called \"astrologer\" because that was the original function, even though it can do more now. astrologer content & docs "},{"slug":"avant-garde-portrait-with-ghost-duplicate-in-ochre-studio","kind":"prompt","name":"Avant garde portrait with ghost duplicate in ochre studio","tagline":"An ultra-realistic 8K cinematic studio portrait framed from mid-thigh up, featuring a figure standing confidently against a vibrant ochre-red background.","author":"Kemal Ersin YILMAZ","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"avant garde portrait with ghost duplicate in ochre studio an ultra-realistic 8k cinematic studio portrait framed from mid-thigh up, featuring a figure standing confidently against a vibrant ochre-red background. avant-garde-portrait-with-ghost-duplicate-in-ochre-studio creator "},{"slug":"aviation","kind":"prompt","name":"Aviation","tagline":"High-fashion aviation portrait","author":"Jignesh Pancholi","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"aviation high-fashion aviation portrait aviation creator "},{"slug":"backend-architect","kind":"prompt","name":"Backend architect","tagline":"Act as a master backend architect with expertise in designing scalable, secure, and maintainable server-side systems. Your role involves making strategic architectural decisions to balance immediate needs with long-term scalability.","author":"Ersin Yılmaz","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"backend architect act as a master backend architect with expertise in designing scalable, secure, and maintainable server-side systems. your role involves making strategic architectural decisions to balance immediate needs with long-term scalability. backend-architect coding "},{"slug":"betting-prediction","kind":"prompt","name":"Betting prediction","tagline":"This bot provides betting predictions by analyzing matches in real time, either before they start or while they’re in progress. Please be aware that the results are not 100% accurate. If you have any suggestions to improve the bot, please feel free to share them.","author":"LazHayalet","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"betting prediction this bot provides betting predictions by analyzing matches in real time, either before they start or while they’re in progress. please be aware that the results are not 100% accurate. if you have any suggestions to improve the bot, please feel free to share them. betting-prediction data & ai "},{"slug":"bibliographic-review-writing-assistant","kind":"prompt","name":"Bibliographic review writing assistant","tagline":"Assist users in drafting and reviewing bibliographic literature reviews, ensuring compliance with APA 7th edition and journal-specific formatting.","author":"Everardo Sanchez","license":"CC0-1.0","stars":170933,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"bibliographic review writing assistant assist users in drafting and reviewing bibliographic literature reviews, ensuring compliance with apa 7th edition and journal-specific formatting. bibliographic-review-writing-assistant content & docs "},{"slug":"black-and-white-studio-side-profile-portrait-prompt","kind":"prompt","name":"Black and white studio side profile portrait prompt","tagline":"{ \"Use the attached image of the person as reference.","author":"torturer33","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"black and white studio side profile portrait prompt { \"use the attached image of the person as reference. black-and-white-studio-side-profile-portrait-prompt creator "},{"slug":"build-a-ddqn-snake-game-with-tensorflowjs-in-a-single-html-file","kind":"prompt","name":"Build a DDQN Snake Game with TensorFlow.js in a Single HTML File","tagline":"Create a Deep Q-Network (DQN) based Snake game using TensorFlow.js with the latest API, implemented in a single HTML file.","author":"Niels Wouters","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"build a ddqn snake game with tensorflow.js in a single html file create a deep q-network (dqn) based snake game using tensorflow.js with the latest api, implemented in a single html file. build-a-ddqn-snake-game-with-tensorflowjs-in-a-single-html-file coding "},{"slug":"build-an-advanced-music-app-for-android","kind":"prompt","name":"Build an advanced music app for android","tagline":"Create an advanced music app for Android with features similar to Blooome.","author":"Sami Khan","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/mobile","taskName":"Mobile apps","hay":"build an advanced music app for android create an advanced music app for android with features similar to blooome. build-an-advanced-music-app-for-android coding "},{"slug":"caf-portrait-prompt-description","kind":"prompt","name":"Café Portrait Prompt Description","tagline":"This prompt provides a detailed photorealistic description for generating a natural café portrait of a young female subject. It includes specific guidance on facial features, skin texture, hairstyle, accessories, clothing, and pose, along with environmental elements such as a modern indoor café setting, background composition, and lighting conditions.","author":"Mete","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"café portrait prompt description this prompt provides a detailed photorealistic description for generating a natural café portrait of a young female subject. it includes specific guidance on facial features, skin texture, hairstyle, accessories, clothing, and pose, along with environmental elements such as a modern indoor café setting, background composition, and lighting conditions. caf-portrait-prompt-description creator "},{"slug":"cafe-window-seat-close-up-tactile-realism","kind":"prompt","name":"Cafe Window Seat (close-up, tactile realism)","tagline":"This prompt guides in creating a photorealistic and detailed close-up portrait of a young Turkish-looking woman seated in a cozy café by a window. It emphasizes tactile realism, capturing natural details such as skin texture, hair movement, and subtle expressions to achieve an intimate and approachable atmosphere. The setting includes elements like a ceramic cup and window condensation, all framed with a warm, shallow depth of field to evoke a candid, everyday mood.","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"cafe window seat (close-up, tactile realism) this prompt guides in creating a photorealistic and detailed close-up portrait of a young turkish-looking woman seated in a cozy café by a window. it emphasizes tactile realism, capturing natural details such as skin texture, hair movement, and subtle expressions to achieve an intimate and approachable atmosphere. the setting includes elements like a ceramic cup and window condensation, all framed with a warm, shallow depth of field to evoke a candid, everyday mood. cafe-window-seat-close-up-tactile-realism creator "},{"slug":"eye-change","kind":"prompt","name":"cambio de ojos","tagline":"Anime boy with short white hair, pale skin, black shirt, close-up portrait, neutral expression, soft shadows, minimalist background, glowing demon red eyes, dar","author":"Alonso Fernandez","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"cambio de ojos anime boy with short white hair, pale skin, black shirt, close-up portrait, neutral expression, soft shadows, minimalist background, glowing demon red eyes, dar eye-change creator "},{"slug":"candid-tehran-street-photo-shall-we-go","kind":"prompt","name":"Candid Tehran Street Photo — بریم؟","tagline":"An image-generation prompt for creating a candid street photograph in Tehran at golden hour, featuring an Iranian woman with a subtle urgent expression, shallow depth of field, and handwritten Persian text below the frame.","author":"OMID Zamani","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"candid tehran street photo — بریم؟ an image-generation prompt for creating a candid street photograph in tehran at golden hour, featuring an iranian woman with a subtle urgent expression, shallow depth of field, and handwritten persian text below the frame. candid-tehran-street-photo-shall-we-go creator "},{"slug":"candle-pattern-trading-chart-generator","kind":"prompt","name":"Candle pattern trading chart generator","tagline":"Generate a chart showing buy below and sell above candle patterns to indicate optimal trading points.","author":"Jamiu Isiaq","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"candle pattern trading chart generator generate a chart showing buy below and sell above candle patterns to indicate optimal trading points. candle-pattern-trading-chart-generator coding "},{"slug":"car-poster","kind":"prompt","name":"Car poster","tagline":"${primary_text:Megane}{ \"category\": \"STUDIO_RACE_CAR_SIDE_PROFILE\", \"subject\": { \"vehicle_type\": \"GT endurance race car\", \"base_form\": \"Modern GT-class silhouet","author":"Kyllimir","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"car poster ${primary_text:megane}{ \"category\": \"studio_race_car_side_profile\", \"subject\": { \"vehicle_type\": \"gt endurance race car\", \"base_form\": \"modern gt-class silhouet car-poster creator "},{"slug":"celebratory-student-exam-result-reveal","kind":"prompt","name":"Celebratory student exam result reveal","tagline":"\"composition\": [\"medium front-facing shot of student seated at desk, holding up smartphone toward camera with green screen display…","author":"Ahmet Sonuç","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"celebratory student exam result reveal \"composition\": [\"medium front-facing shot of student seated at desk, holding up smartphone toward camera with green screen display… celebratory-student-exam-result-reveal creator "},{"slug":"chic-minimalist-mirror-selfie","kind":"prompt","name":"Chic minimalist mirror selfie","tagline":"Generates a photorealistic, vertical 3:4 mirror selfie of a young woman with dewy skin, winged eyeliner, and loose straight hair. She wears a black halter top and delicate gold jewelry, holding a dark gray iPhone. Set in a clean, modern interior with soft natural daylight, it captures an effortlessly stylish, confident, and minimal aesthetic with sharp 8K iPhone 16 Pro Max clarity, preserving exact facial features.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"chic minimalist mirror selfie generates a photorealistic, vertical 3:4 mirror selfie of a young woman with dewy skin, winged eyeliner, and loose straight hair. she wears a black halter top and delicate gold jewelry, holding a dark gray iphone. set in a clean, modern interior with soft natural daylight, it captures an effortlessly stylish, confident, and minimal aesthetic with sharp 8k iphone 16 pro max clarity, preserving exact facial features. chic-minimalist-mirror-selfie creator "},{"slug":"china-business-law-assistant","kind":"prompt","name":"China business law assistant","tagline":"Act as an assistant specializing in Chinese business law, providing guidance on legal matters related to business operations in China.","author":"songlin he","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"china business law assistant act as an assistant specializing in chinese business law, providing guidance on legal matters related to business operations in china. china-business-law-assistant business & ops "},{"slug":"chinese-to-english-translation-assistant","kind":"prompt","name":"Chinese to english translation assistant","tagline":"Translate text from Chinese to English, ensuring accurate and contextually appropriate translations.","author":"Bruce","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"chinese to english translation assistant translate text from chinese to english, ensuring accurate and contextually appropriate translations. chinese-to-english-translation-assistant science "},{"slug":"cinematic-3x3-focal-lengths-grid","kind":"prompt","name":"Cinematic 3x3 focal lengths grid","tagline":"Useful for taking a single input image and transforming it to 9 different focal length shots that you can then upscale to use for start + end frame video generations. Your input image should have your desired subject/s in the scene you want them in.","author":"magejosh","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"cinematic 3x3 focal lengths grid useful for taking a single input image and transforming it to 9 different focal length shots that you can then upscale to use for start + end frame video generations. your input image should have your desired subject/s in the scene you want them in. cinematic-3x3-focal-lengths-grid creator "},{"slug":"cinematic-bw-night-candid-portrait","kind":"prompt","name":"Cinematic B&W Night Candid Portrait","tagline":"Generates a photorealistic, vertical 3:4 black-and-white medium shot with raw film grain. A young woman in a graphic crop top smiles softly with closed eyes in a playful, flirty pose. Lit by dramatic directional lighting against a blurred dark urban backdrop, it captures a spontaneous, confident nighttime aesthetic with 8K iPhone 16 Pro Max clarity.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"cinematic b&w night candid portrait generates a photorealistic, vertical 3:4 black-and-white medium shot with raw film grain. a young woman in a graphic crop top smiles softly with closed eyes in a playful, flirty pose. lit by dramatic directional lighting against a blurred dark urban backdrop, it captures a spontaneous, confident nighttime aesthetic with 8k iphone 16 pro max clarity. cinematic-bw-night-candid-portrait creator "},{"slug":"cinematic-bts","kind":"prompt","name":"Cinematic bts","tagline":"Fashion photograph","author":"Jignesh Pancholi","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"cinematic bts fashion photograph cinematic-bts creator "},{"slug":"cinematic-close-up-portrait-generation","kind":"prompt","name":"Cinematic close up portrait generation","tagline":"Create a cinematic close-up portrait of a young man, focusing on emotional expression and realistic texture. Ideal for training AI models in portrait generation and cinematic lighting techniques.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"cinematic close up portrait generation create a cinematic close-up portrait of a young man, focusing on emotional expression and realistic texture. ideal for training ai models in portrait generation and cinematic lighting techniques. cinematic-close-up-portrait-generation creator "},{"slug":"cinematic-fashion","kind":"prompt","name":"Cinematic fashion","tagline":"Portait Photography","author":"Jignesh Pancholi","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"cinematic fashion portait photography cinematic-fashion creator "},{"slug":"cinematic-low-key-night-selfie","kind":"prompt","name":"Cinematic low key night selfie","tagline":"Generates a photorealistic, vertical selfie with a dark, sensual, and cinematic mood. It features a young woman with voluminous wavy hair and subtle evening makeup in an oversized sweater. Using dramatic low-key night lighting, deep shadows, and a tilted camera angle, it creates an intimate, mysterious atmosphere with ultra-detailed skin and a subtle film grain.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"cinematic low key night selfie generates a photorealistic, vertical selfie with a dark, sensual, and cinematic mood. it features a young woman with voluminous wavy hair and subtle evening makeup in an oversized sweater. using dramatic low-key night lighting, deep shadows, and a tilted camera angle, it creates an intimate, mysterious atmosphere with ultra-detailed skin and a subtle film grain. cinematic-low-key-night-selfie creator "},{"slug":"cinematic-neon-alley-urban-night-walk-album-cover-style","kind":"prompt","name":"Cinematic Neon Alley – Urban Night Walk (Album Cover Style)","tagline":"A cinematic, neon-lit urban alley at night with wet reflective streets. A single figure walks calmly toward the camera, surrounded by realistic lighting, depth, and modern street atmosphere, minimal, dark, and confident.","author":"Osman Koç","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"cinematic neon alley – urban night walk (album cover style) a cinematic, neon-lit urban alley at night with wet reflective streets. a single figure walks calmly toward the camera, surrounded by realistic lighting, depth, and modern street atmosphere, minimal, dark, and confident. cinematic-neon-alley-urban-night-walk-album-cover-style creator "},{"slug":"cinematic-street-photography-prompt","kind":"prompt","name":"Cinematic street photography prompt","tagline":"Create a cinematic street photography scene with a focus on capturing candid moments of joy and emotion. This prompt guides you to visualize a warm, vintage-style photograph featuring a joyful young woman in a bustling urban environment. It emphasizes composition, lighting, and narrative elements to produce a realistic and heartwarming image.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"cinematic street photography prompt create a cinematic street photography scene with a focus on capturing candid moments of joy and emotion. this prompt guides you to visualize a warm, vintage-style photograph featuring a joyful young woman in a bustling urban environment. it emphasizes composition, lighting, and narrative elements to produce a realistic and heartwarming image. cinematic-street-photography-prompt creator "},{"slug":"cinematic-sunset-boat-scene","kind":"prompt","name":"Cinematic sunset boat scene","tagline":"Creating a cinematic scene description that captures a serene sunset moment on a lake, featuring a lone figure in a traditional boat. Ideal for travel and tourism promotion, stock photography, cinematic references, and background imagery.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"cinematic sunset boat scene creating a cinematic scene description that captures a serene sunset moment on a lake, featuring a lone figure in a traditional boat. ideal for travel and tourism promotion, stock photography, cinematic references, and background imagery. cinematic-sunset-boat-scene creator "},{"slug":"cinematic-triptych-a-day-in-the-countryside","kind":"prompt","name":"Cinematic Triptych: A Day in the Countryside","tagline":"Create a cinematic triptych capturing a serene day in the countryside with a young woman. This prompt guides you to generate a photographic narrative using elements like composition, lighting, and mood to tell a peaceful story of a woman's journey through nature.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"cinematic triptych: a day in the countryside create a cinematic triptych capturing a serene day in the countryside with a young woman. this prompt guides you to generate a photographic narrative using elements like composition, lighting, and mood to tell a peaceful story of a woman's journey through nature. cinematic-triptych-a-day-in-the-countryside creator "},{"slug":"cinematic-urban-night-portrait-moody-streetwear-aesthetic","kind":"prompt","name":"Cinematic urban night portrait moody streetwear aesthetic","tagline":"A high-fidelity image prompt designed to create a dramatic, low-angle urban portrait. This scene captures a subject in dark streetwear (hoodie and cap) sitting in a night city environment, characterized by wet asphalt, atmospheric smoke, and bokeh city lights. The prompt emphasizes a moody orange-and-teal color grading with sharp focus and photorealistic textures, perfect for album covers, social media profiles, or character concept art.","author":"Osman Koç","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"cinematic urban night portrait moody streetwear aesthetic a high-fidelity image prompt designed to create a dramatic, low-angle urban portrait. this scene captures a subject in dark streetwear (hoodie and cap) sitting in a night city environment, characterized by wet asphalt, atmospheric smoke, and bokeh city lights. the prompt emphasizes a moody orange-and-teal color grading with sharp focus and photorealistic textures, perfect for album covers, social media profiles, or character concept art. cinematic-urban-night-portrait-moody-streetwear-aesthetic creator "},{"slug":"cinematic-vertical-portrait-of-vintage-car-radio-at-night","kind":"prompt","name":"Cinematic vertical portrait of vintage car radio at night","tagline":"Create a high-resolution vertical photograph of a vintage car radio screen at night with a cinematic, moody aesthetic.","author":"Arda Balkan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"cinematic vertical portrait of vintage car radio at night create a high-resolution vertical photograph of a vintage car radio screen at night with a cinematic, moody aesthetic. cinematic-vertical-portrait-of-vintage-car-radio-at-night creator "},{"slug":"cinematic-video-essay-director","kind":"prompt","name":"Cinematic video essay director","tagline":"An advanced prompt that transforms a basic video idea into a fully structured, high-retention video essay. It scripts the visual B-roll, pacing, emotional beats, and a captivating narrative framework for YouTube or documentaries.","author":"Sercan Solmaz","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"cinematic video essay director an advanced prompt that transforms a basic video idea into a fully structured, high-retention video essay. it scripts the visual b-roll, pacing, emotional beats, and a captivating narrative framework for youtube or documentaries. cinematic-video-essay-director creator "},{"slug":"claude-code-skill-slash-command-review-and-commitmd","kind":"prompt","name":"Claude Code Skill (Slash Command): review-and-commit.md","tagline":"A slash command for Claude Code to perform (a) commit(s) following the conventional style.","author":"Doğu Deniz Uğur","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"claude code skill (slash command): review-and-commit.md a slash command for claude code to perform (a) commit(s) following the conventional style. claude-code-skill-slash-command-review-and-commitmd coding "},{"slug":"claude-opus-as-seo-auditor","kind":"prompt","name":"Claude opus as SEO auditor","tagline":"Act as Claude Opus, an expert SEO auditor, analyzing and optimizing websites for improved search engine performance.","author":"Musa Toktas","license":"CC0-1.0","stars":170933,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"claude opus as seo auditor act as claude opus, an expert seo auditor, analyzing and optimizing websites for improved search engine performance. claude-opus-as-seo-auditor marketing "},{"slug":"clean-bibtex-formatter-for-academic-projects","kind":"prompt","name":"Clean bibtex formatter for academic projects","tagline":"It is ideal for literature reviews where consistency, clarity, and proper citation structure.","author":"Recep Yılancıoğlu","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"clean bibtex formatter for academic projects it is ideal for literature reviews where consistency, clarity, and proper citation structure. clean-bibtex-formatter-for-academic-projects content & docs "},{"slug":"clean-clinic-portrait","kind":"prompt","name":"Clean clinic portrait","tagline":"The original camera angle and approximate framing are preserved, keeping the same facial expression while updating only the pose, outfit detail, and environment. The scene feels realistic and professional, with soft white lighting and minimal dental elements for an authentic checkup vibe.","author":"Semih Kışlar","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"clean clinic portrait the original camera angle and approximate framing are preserved, keeping the same facial expression while updating only the pose, outfit detail, and environment. the scene feels realistic and professional, with soft white lighting and minimal dental elements for an authentic checkup vibe. clean-clinic-portrait creator "},{"slug":"code-review-agent","kind":"prompt","name":"Code review agent","tagline":"Act as a code review agent to evaluate and improve code quality, style, and functionality.","author":"Xiang Fan","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"code review agent act as a code review agent to evaluate and improve code quality, style, and functionality. code-review-agent coding "},{"slug":"code-review-by-coderabit","kind":"prompt","name":"Code review by coderabit","tagline":"You are an expert AI code reviewer.","author":"Faisal Bhuiyan","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"code review by coderabit you are an expert ai code reviewer. code-review-by-coderabit coding "},{"slug":"colored","kind":"prompt","name":"Colored","tagline":"A 3-panel vertical photo collage of a beautiful 28-year-old woman with stylish long hair.","author":"Kakek Gaek","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"colored a 3-panel vertical photo collage of a beautiful 28-year-old woman with stylish long hair. colored creator "},{"slug":"comic-book-team-illustration","kind":"prompt","name":"Comic book team illustration","tagline":"This prompt guides the creation of a comic book style illustration of a team of four young individuals in matching uniforms, characterized by clean line work and a muted color palette. It includes detailed specifications for colors, composition, environment, lighting, and narrative elements to achieve a unified and serious atmosphere.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"comic book team illustration this prompt guides the creation of a comic book style illustration of a team of four young individuals in matching uniforms, characterized by clean line work and a muted color palette. it includes detailed specifications for colors, composition, environment, lighting, and narrative elements to achieve a unified and serious atmosphere. comic-book-team-illustration creator "},{"slug":"competitive-programming-assistant","kind":"prompt","name":"Competitive programming assistant","tagline":"A competitive programming assistant that helps you write efficient and clean code .","author":"Kanishka Pandey","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"competitive programming assistant a competitive programming assistant that helps you write efficient and clean code . competitive-programming-assistant coding "},{"slug":"comprehensive-code-review-expert","kind":"prompt","name":"Comprehensive code review expert","tagline":"Act as a code review expert to thoroughly analyze code for quality, efficiency, and adherence to best practices.","author":"Hyorim Lee","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"comprehensive code review expert act as a code review expert to thoroughly analyze code for quality, efficiency, and adherence to best practices. comprehensive-code-review-expert coding "},{"slug":"comprehensive-content-review-plan","kind":"prompt","name":"Comprehensive content review plan","tagline":"Create a detailed plan to review guides, blog posts, and comparison pages for potential issues, verify them, and implement fixes.","author":"Erkam Demirci","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/plan-content","taskName":"Content planning","hay":"comprehensive content review plan create a detailed plan to review guides, blog posts, and comparison pages for potential issues, verify them, and implement fixes. comprehensive-content-review-plan creator "},{"slug":"comprehensive-digital-marketing-strategy-for-fashion-brand","kind":"prompt","name":"Comprehensive digital marketing strategy for fashion brand","tagline":"Develop a digital marketing strategy for a fashion brand targeting young women, incorporating content creation, short videos, live streaming, and AI-model integration.","author":"李蓉","license":"CC0-1.0","stars":170933,"dept":"marketing","deptName":"Marketing","task":"marketing/plan-marketing","taskName":"Marketing strategy","hay":"comprehensive digital marketing strategy for fashion brand develop a digital marketing strategy for a fashion brand targeting young women, incorporating content creation, short videos, live streaming, and ai-model integration. comprehensive-digital-marketing-strategy-for-fashion-brand marketing "},{"slug":"comprehensive-integrative-medical-writing","kind":"prompt","name":"Comprehensive integrative medical writing","tagline":"Create detailed and personalized treatment plans in integrative medicine, combining conventional and holistic approaches for specific patient needs.","author":"Gabriel Gomes","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"comprehensive integrative medical writing create detailed and personalized treatment plans in integrative medicine, combining conventional and holistic approaches for specific patient needs. comprehensive-integrative-medical-writing content & docs "},{"slug":"comprehensive-repository-analysis-and-bug-fixing-framework","kind":"prompt","name":"Comprehensive repository analysis and bug fixing framework","tagline":"A detailed framework for conducting an in-depth analysis of a repository to identify, prioritize, fix, and document bugs, security vulnerabilities, and critical issues. The prompt includes step-by-step phases for assessment, bug discovery, documentation, fixing, testing, and reporting.","author":"Ravi DULUNDU","license":"CC0-1.0","stars":170933,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"comprehensive repository analysis and bug fixing framework a detailed framework for conducting an in-depth analysis of a repository to identify, prioritize, fix, and document bugs, security vulnerabilities, and critical issues. the prompt includes step-by-step phases for assessment, bug discovery, documentation, fixing, testing, and reporting. comprehensive-repository-analysis-and-bug-fixing-framework infrastructure & ops "},{"slug":"corporate-studio-portrait-auto-outfit-for-menwomen","kind":"prompt","name":"Corporate Studio Portrait (Auto Outfit for Men/Women)","tagline":"Turn an uploaded photo into a clean, photorealistic corporate studio portrait. The prompt keeps the person’s identity identical, places them in a modern studio setup with soft professional lighting, and automatically chooses an appropriate business outfit based on whether the subject is male or female.","author":"Semih Kışlar","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"corporate studio portrait (auto outfit for men/women) turn an uploaded photo into a clean, photorealistic corporate studio portrait. the prompt keeps the person’s identity identical, places them in a modern studio setup with soft professional lighting, and automatically chooses an appropriate business outfit based on whether the subject is male or female. corporate-studio-portrait-auto-outfit-for-menwomen creator "},{"slug":"course-assignment-grader","kind":"prompt","name":"Course assignment grader","tagline":"Guide for grading course assignments, including unit test instructions.","author":"Arda İçöz","license":"CC0-1.0","stars":170933,"dept":"people","deptName":"People & hiring","task":"people/train-team","taskName":"Training","hay":"course assignment grader guide for grading course assignments, including unit test instructions. course-assignment-grader science "},{"slug":"cozy-ankara-night-capturing-a-realistic-bedroom-scene","kind":"prompt","name":"Cozy Ankara Night: Capturing a Realistic Bedroom Scene","tagline":"Create an ultra-realistic nighttime scene of a cozy bedroom in Ankara, capturing intimate details and ambient lighting for a genuine snapshot feel. The prompt focuses on the candid and imperfect framing of a 27-year-old woman in a typical Turkish setting, emphasizing natural textures and colors.","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"cozy ankara night: capturing a realistic bedroom scene create an ultra-realistic nighttime scene of a cozy bedroom in ankara, capturing intimate details and ambient lighting for a genuine snapshot feel. the prompt focuses on the candid and imperfect framing of a 27-year-old woman in a typical turkish setting, emphasizing natural textures and colors. cozy-ankara-night-capturing-a-realistic-bedroom-scene creator "},{"slug":"cozy-autumn-park-profile","kind":"prompt","name":"Cozy autumn park profile","tagline":"Generates a photorealistic, vertical 3:4 profile portrait of a young woman in a cozy autumn park. She wears a layered outfit with a gray ribbed sweater and an oversized black leather biker jacket, paired with soft wavy hair and natural makeup. Set against a softly blurred background of vibrant fallen leaves, it captures a calm, melancholic mood under diffused daylight, rendered in sharp 8K iPhone 16 Pro Max quality.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"cozy autumn park profile generates a photorealistic, vertical 3:4 profile portrait of a young woman in a cozy autumn park. she wears a layered outfit with a gray ribbed sweater and an oversized black leather biker jacket, paired with soft wavy hair and natural makeup. set against a softly blurred background of vibrant fallen leaves, it captures a calm, melancholic mood under diffused daylight, rendered in sharp 8k iphone 16 pro max quality. cozy-autumn-park-profile creator "},{"slug":"cozy-autumn-pumpkin-patch-portrait","kind":"prompt","name":"Cozy autumn pumpkin patch portrait","tagline":"Generates a photorealistic, vertical 3:4 portrait of a young woman sitting in a pumpkin patch, gently hugging a bright orange pumpkin. She wears an oversized khaki corduroy sweater and chunky black boots. Bathed in warm golden hour light against a dramatic autumn sky, it captures a cozy, relaxed fall aesthetic with sharp 8K iPhone 16 Pro Max clarity and soft background blur.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"cozy autumn pumpkin patch portrait generates a photorealistic, vertical 3:4 portrait of a young woman sitting in a pumpkin patch, gently hugging a bright orange pumpkin. she wears an oversized khaki corduroy sweater and chunky black boots. bathed in warm golden hour light against a dramatic autumn sky, it captures a cozy, relaxed fall aesthetic with sharp 8k iphone 16 pro max clarity and soft background blur. cozy-autumn-pumpkin-patch-portrait creator "},{"slug":"cozy-autumn-sherpa-portrait","kind":"prompt","name":"Cozy autumn sherpa portrait","tagline":"Generates a photorealistic, vertical 3:4 medium shot of a smiling young woman in a cozy autumn backyard. She wears an olive beanie and an oversized brown sherpa jacket with abstract embroidery. Featuring sharp winged eyeliner and soft natural makeup, she is captured in diffused daylight against a softly blurred background of wooden fences and evergreens, delivering an effortless lifestyle aesthetic with 8K iPhone 16 Pro Max clarity.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"cozy autumn sherpa portrait generates a photorealistic, vertical 3:4 medium shot of a smiling young woman in a cozy autumn backyard. she wears an olive beanie and an oversized brown sherpa jacket with abstract embroidery. featuring sharp winged eyeliner and soft natural makeup, she is captured in diffused daylight against a softly blurred background of wooden fences and evergreens, delivering an effortless lifestyle aesthetic with 8k iphone 16 pro max clarity. cozy-autumn-sherpa-portrait creator "},{"slug":"cozy-christmas-smile","kind":"prompt","name":"Cozy christmas smile","tagline":"A warm and cheerful New Year portrait featuring a cozy reindeer sweater, a classic red Santa hat, and a natural, friendly smile. Soft golden lights, festive bokeh, and a relaxed holiday atmosphere come together to create a fun, candid moment that feels authentic and joyful. Perfect for social media sharing or capturing the true spirit of the season.","author":"Semih Kışlar","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"cozy christmas smile a warm and cheerful new year portrait featuring a cozy reindeer sweater, a classic red santa hat, and a natural, friendly smile. soft golden lights, festive bokeh, and a relaxed holiday atmosphere come together to create a fun, candid moment that feels authentic and joyful. perfect for social media sharing or capturing the true spirit of the season. cozy-christmas-smile creator "},{"slug":"cozy-minimalist-matcha-mirror-selfie","kind":"prompt","name":"Cozy minimalist matcha mirror selfie","tagline":"Generates a photorealistic, vertical 3:4 full-body mirror selfie of a young woman in a minimalist Scandinavian apartment. She wears a cream layered top and striped shorts, holding a matcha while covering her face with her phone. Leaning casually against a white wall, the image uses soft natural daylight to create a cozy, relaxing slow-morning vibe with 8K iPhone 16 Pro Max clarity.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"cozy minimalist matcha mirror selfie generates a photorealistic, vertical 3:4 full-body mirror selfie of a young woman in a minimalist scandinavian apartment. she wears a cream layered top and striped shorts, holding a matcha while covering her face with her phone. leaning casually against a white wall, the image uses soft natural daylight to create a cozy, relaxing slow-morning vibe with 8k iphone 16 pro max clarity. cozy-minimalist-matcha-mirror-selfie creator "},{"slug":"cozy-night-in-ankara-a-turkish-tv-series-snapshot","kind":"prompt","name":"Cozy Night in Ankara: A Turkish TV Series Snapshot","tagline":"Create an ultra-realistic, slightly comedic snapshot of a Turkish TV series scene set in a cozy Ankara living room at night. Capture the essence of a warm, family-filled space with authentic details and natural imperfections, reflecting a typical Turkish lower-middle-class ambiance.","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"cozy night in ankara: a turkish tv series snapshot create an ultra-realistic, slightly comedic snapshot of a turkish tv series scene set in a cozy ankara living room at night. capture the essence of a warm, family-filled space with authentic details and natural imperfections, reflecting a typical turkish lower-middle-class ambiance. cozy-night-in-ankara-a-turkish-tv-series-snapshot creator "},{"slug":"crafting-linkedin-messages-to-hiring-managers","kind":"prompt","name":"Crafting linkedin messages to hiring managers","tagline":"Act as a LinkedIn messaging assistant. You will help craft personalized messages to hiring managers for internship opportunities by using details like company name, manager name, and optional CV and job description.","author":"Sihas Jayasuriya","license":"CC0-1.0","stars":170933,"dept":"people","deptName":"People & hiring","task":"people/hire","taskName":"Hiring","hay":"crafting linkedin messages to hiring managers act as a linkedin messaging assistant. you will help craft personalized messages to hiring managers for internship opportunities by using details like company name, manager name, and optional cv and job description. crafting-linkedin-messages-to-hiring-managers business & ops "},{"slug":"create-a-cultural-superhero-movie-poster","kind":"prompt","name":"Create a cultural superhero movie poster","tagline":"Designs an ultra-realistic cinematic movie poster featuring a superhero from a specific culture or country. The prompt guides the creation of a Hollywood-style poster with photorealistic elements, dramatic lighting, and cultural authenticity, including variables for superhero name, country or culture, movie title, and tagline.","author":"Yusuf Can TÜRK","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"create a cultural superhero movie poster designs an ultra-realistic cinematic movie poster featuring a superhero from a specific culture or country. the prompt guides the creation of a hollywood-style poster with photorealistic elements, dramatic lighting, and cultural authenticity, including variables for superhero name, country or culture, movie title, and tagline. create-a-cultural-superhero-movie-poster creator "},{"slug":"create-a-detailed-travel-itinerary-in-html-format","kind":"prompt","name":"Create a detailed travel itinerary in HTML format","tagline":"Generate a comprehensive travel itinerary from Nanjing to Changchun, covering flights, accommodation, daily itineraries, attractions, and dining, presented in HTML.","author":"voodem","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"create a detailed travel itinerary in html format generate a comprehensive travel itinerary from nanjing to changchun, covering flights, accommodation, daily itineraries, attractions, and dining, presented in html. create-a-detailed-travel-itinerary-in-html-format science "},{"slug":"create-icons","kind":"prompt","name":"Create icons","tagline":"High quality icons for your apps.","author":"semih","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"create icons high quality icons for your apps. create-icons creator "},{"slug":"create-infographics","kind":"prompt","name":"Create infographics","tagline":"Hand-illustrated educational infographics.","author":"semih","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"create infographics hand-illustrated educational infographics. create-infographics creator "},{"slug":"create-style-guidemd","kind":"prompt","name":"Create STYLE_GUIDE.md","tagline":"This prompt assists users in creating a comprehensive STYLE_GUIDE.md for their projects. It covers essential sections such as color palette, typography, spacing, and more, ensuring a detailed and consistent style system. Users can also include example component design references.","author":"Ilker Ulusoy","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/ui-components","taskName":"UI components","hay":"create style_guide.md this prompt assists users in creating a comprehensive style_guide.md for their projects. it covers essential sections such as color palette, typography, spacing, and more, ensuring a detailed and consistent style system. users can also include example component design references. create-style-guidemd coding "},{"slug":"creative-ideas-generator","kind":"prompt","name":"Creative ideas generator","tagline":"Generate creative ideas based on user-provided topics to inspire and assist in various projects.","author":"Buğra Sözer","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"creative ideas generator generate creative ideas based on user-provided topics to inspire and assist in various projects. creative-ideas-generator creator "},{"slug":"crimson-waltz-in-the-rain","kind":"prompt","name":"Crimson waltz in the rain","tagline":"A visually stunning, cinematic moment of a woman finding joy in solitude, dancing on a rain-slicked European street at twilight.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"crimson waltz in the rain a visually stunning, cinematic moment of a woman finding joy in solitude, dancing on a rain-slicked european street at twilight. crimson-waltz-in-the-rain creator "},{"slug":"critical-thinking-deepthink","kind":"prompt","name":"Critical Thinking (DeepThink)","tagline":"Prompt for a highly advanced cognitive engine designed for **Deep Recursive Thinking**.","author":"Thành Công Ma","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"critical thinking (deepthink) prompt for a highly advanced cognitive engine designed for **deep recursive thinking**. critical-thinking-deepthink science "},{"slug":"crossover-arts","kind":"prompt","name":"Crossover arts","tagline":"“Create epic crossover artwork featuring characters from different animated universes interacting together in cinematic scenes. Focus on emotional storytelling, dynamic poses, dramatic lighting, colorful backgrounds, and a polished 2D cartoon style inspired by modern animated movies. Include expressive emotions, detailed environments, and a sense of adventure, friendship, and wonder.”","author":"victor vasquez","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"crossover arts “create epic crossover artwork featuring characters from different animated universes interacting together in cinematic scenes. focus on emotional storytelling, dynamic poses, dramatic lighting, colorful backgrounds, and a polished 2d cartoon style inspired by modern animated movies. include expressive emotions, detailed environments, and a sense of adventure, friendship, and wonder.” crossover-arts creator "},{"slug":"custom-logo-design-for-website","kind":"prompt","name":"Custom logo design for website","tagline":"Create a custom logo for your website with specific design elements and style preferences.","author":"Erdem YILMAZ","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"custom logo design for website create a custom logo for your website with specific design elements and style preferences. custom-logo-design-for-website creator "},{"slug":"customizable-job-scanner","kind":"prompt","name":"Customizable job scanner","tagline":"Find 80%+ matching [job sector] roles posted within the specified window (default: last 14 days)","author":"Scott Malin","license":"CC0-1.0","stars":170933,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"customizable job scanner find 80%+ matching [job sector] roles posted within the specified window (default: last 14 days) customizable-job-scanner business & ops "},{"slug":"customizable-web-template-for-company-branding","kind":"prompt","name":"Customizable web template for company branding","tagline":"Create a flexible web template with customizable frontend and backend for different company brands, allowing visual and feature adjustments.","author":"Saban Ege Sengul","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"customizable web template for company branding create a flexible web template with customizable frontend and backend for different company brands, allowing visual and feature adjustments. customizable-web-template-for-company-branding coding "},{"slug":"cute-family-cartoon-sticker-design","kind":"prompt","name":"Cute family cartoon sticker design","tagline":"\"prompt\": \"You will perform an image edit using the people from the provided photo as the main subjects. The faces must remain clear and…","author":"Ahmet Sonuç","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"cute family cartoon sticker design \"prompt\": \"you will perform an image edit using the people from the provided photo as the main subjects. the faces must remain clear and… cute-family-cartoon-sticker-design creator "},{"slug":"cyber-security-character-workflow","kind":"prompt","name":"Cyber security character workflow","tagline":"This is a structured image generation workflow for creating cyber security characters. The workflow includes steps such as facial identity mapping, tactical equipment outfitting, cybernetic enhancements, and environmental integration to produce high-quality, cinematic renders. After uploading your face and filling in the values in the fields, your prompt is ready. NOTE: The sample image belongs to me and my brand; unauthorized use of the sample image is prohibited.","author":"Fatih Yashar","license":"CC0-1.0","stars":170933,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"cyber security character workflow this is a structured image generation workflow for creating cyber security characters. the workflow includes steps such as facial identity mapping, tactical equipment outfitting, cybernetic enhancements, and environmental integration to produce high-quality, cinematic renders. after uploading your face and filling in the values in the fields, your prompt is ready. note: the sample image belongs to me and my brand; unauthorized use of the sample image is prohibited. cyber-security-character-workflow creator "},{"slug":"daiquiri-cocktail-cinematic-video","kind":"prompt","name":"Daiquiri cocktail cinematic video","tagline":"Create a cinematic video focusing on a Daiquiri cocktail, highlighting its presentation with smooth rotations and realistic reflections.","author":"Umut topçuoğlu","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"daiquiri cocktail cinematic video create a cinematic video focusing on a daiquiri cocktail, highlighting its presentation with smooth rotations and realistic reflections. daiquiri-cocktail-cinematic-video creator "},{"slug":"dama-con-lentes-en-campo","kind":"prompt","name":"Dama con lentes en campo","tagline":"Subject: A young woman with voluminous, textured hair.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"dama con lentes en campo subject: a young woman with voluminous, textured hair. dama-con-lentes-en-campo creator "},{"slug":"dear-sugar-candid-advice-on-love-and-life","kind":"prompt","name":"Dear Sugar: Candid Advice on Love and Life","tagline":"Act as 'Sugar' from 'Tiny Beautiful Things', offering candid advice on love and life. Respond to user letters with the tough love only an older sister can give.","author":"yangmee","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"dear sugar: candid advice on love and life act as 'sugar' from 'tiny beautiful things', offering candid advice on love and life. respond to user letters with the tough love only an older sister can give. dear-sugar-candid-advice-on-love-and-life content & docs "},{"slug":"design-app-store-style-icons","kind":"prompt","name":"Design app store style icons","tagline":"Create high-quality App Store style icons that capture attention and convey the essence of your app. Perfect for developers and designers looking to enhance app visibility.","author":"Berat Kurt","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"design app store style icons create high-quality app store style icons that capture attention and convey the essence of your app. perfect for developers and designers looking to enhance app visibility. design-app-store-style-icons creator "},{"slug":"design-system-extraction-prompt-kit","kind":"prompt","name":"Design system extraction prompt kit","tagline":"This prompt instructs Claude to crawl the entire codebase and extract every design-related token, pattern, and component into a raw inventory. It produces a structured JSON audit, not a design system yet, just the raw material. Run this first before any organization or documentation happens. When to use: At the very start, when you have a working codebase but no documented design system.","author":"Nureddin Gökbey İnaç","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"design system extraction prompt kit this prompt instructs claude to crawl the entire codebase and extract every design-related token, pattern, and component into a raw inventory. it produces a structured json audit, not a design system yet, just the raw material. run this first before any organization or documentation happens. when to use: at the very start, when you have a working codebase but no documented design system. design-system-extraction-prompt-kit design & ui "},{"slug":"detailed-analysis-of-youtube-channels-databases-and-profiles","kind":"prompt","name":"Detailed Analysis of YouTube Channels, Databases, and Profiles","tagline":"A prompt to analyze YouTube channels, website databases, and user profiles based on specific parameters.","author":"Ofis 2078","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"detailed analysis of youtube channels, databases, and profiles a prompt to analyze youtube channels, website databases, and user profiles based on specific parameters. detailed-analysis-of-youtube-channels-databases-and-profiles data & ai "},{"slug":"detailed-image-generation-prompt-for-fashion-and-portrait-photography","kind":"prompt","name":"Detailed image generation prompt for fashion and portrait photography","tagline":"A comprehensive guide for generating detailed fashion and portrait photography images, highlighting specific attributes such as subject demographics, apparel details, accessories, pose, and lighting conditions.","author":"Berre Cipe","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"detailed image generation prompt for fashion and portrait photography a comprehensive guide for generating detailed fashion and portrait photography images, highlighting specific attributes such as subject demographics, apparel details, accessories, pose, and lighting conditions. detailed-image-generation-prompt-for-fashion-and-portrait-photography coding "},{"slug":"detailed-mirror-selfie-room-scene","kind":"prompt","name":"Detailed mirror selfie room scene","tagline":"### Scene Mirror selfie in an computer corner, blue color tone.","author":"torturer33","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"detailed mirror selfie room scene ### scene mirror selfie in an computer corner, blue color tone. detailed-mirror-selfie-room-scene creator "},{"slug":"director-variation-grid-one-still-eight-auteur-re-shoots","kind":"prompt","name":"Director Variation Grid: One Still, Eight Auteur Re-Shoots","tagline":"Lock your original film still in the center tile as ORIGINAL, untouched, then re-shoot the exact same scene through the visual language of eight legendary directors. This 3x3 grid template enforces clean alignment, consistent labels, and strong director-specific cinematography (framing, lens feel, lighting, color grading, texture, mood). It also includes an Identity + Gender Lock so multi-character scenes stay consistent, preventing cast drift, face swaps, or gender changes across tiles.","author":"Semih Kışlar","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"director variation grid: one still, eight auteur re-shoots lock your original film still in the center tile as original, untouched, then re-shoot the exact same scene through the visual language of eight legendary directors. this 3x3 grid template enforces clean alignment, consistent labels, and strong director-specific cinematography (framing, lens feel, lighting, color grading, texture, mood). it also includes an identity + gender lock so multi-character scenes stay consistent, preventing cast drift, face swaps, or gender changes across tiles. director-variation-grid-one-still-eight-auteur-re-shoots creator "},{"slug":"django-unit-test-generator-for-viewsets","kind":"prompt","name":"Django unit test generator for viewsets","tagline":"Generates unit tests for a given Django Viewset, including CRUD operations and edge cases.","author":"Köksal Kapucuoğlu","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"django unit test generator for viewsets generates unit tests for a given django viewset, including crud operations and edge cases. django-unit-test-generator-for-viewsets coding "},{"slug":"dog-fun","kind":"prompt","name":"Dog fun","tagline":"A cinematic 9:16 vertical video in a Pixar-style tone of a joyful group of cartoonish dogs playing golf on a bright, colorful golf course.","author":"Ezekiel","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"dog fun a cinematic 9:16 vertical video in a pixar-style tone of a joyful group of cartoonish dogs playing golf on a bright, colorful golf course. dog-fun creator "},{"slug":"double-exposure-portrait","kind":"prompt","name":"Double exposure portrait","tagline":"Cinematic double exposure portrait. Left-facing silhouette filled with scene depth; a subtle full-body figure inside. Bright white background bleeding inward for dramatic glow and high contrast. High resolution, soft light, realistic texture, crisp details.","author":"Abdullah Bozdağ","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"double exposure portrait cinematic double exposure portrait. left-facing silhouette filled with scene depth; a subtle full-body figure inside. bright white background bleeding inward for dramatic glow and high contrast. high resolution, soft light, realistic texture, crisp details. double-exposure-portrait creator "},{"slug":"dramatic-digital-painting-of-a-solitary-figure-in-a-snowy-landscape","kind":"prompt","name":"Dramatic digital painting of a solitary figure in a snowy landscape","tagline":"Create a dramatic digital painting that captures the solitary moment of a figure in a snowy landscape, featuring a high-contrast scene with a house engulfed in flames. This prompt guides you to depict a mysterious and melancholic atmosphere with cinematic influences, using deep blues and vibrant reds against the stark white snow.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"dramatic digital painting of a solitary figure in a snowy landscape create a dramatic digital painting that captures the solitary moment of a figure in a snowy landscape, featuring a high-contrast scene with a house engulfed in flames. this prompt guides you to depict a mysterious and melancholic atmosphere with cinematic influences, using deep blues and vibrant reds against the stark white snow. dramatic-digital-painting-of-a-solitary-figure-in-a-snowy-landscape creator "},{"slug":"dramatic-horse-silhouette-in-cinematic-lighting","kind":"prompt","name":"Dramatic horse silhouette in cinematic lighting","tagline":"A structured prompt for creating a cinematic and dramatic photograph of a horse silhouette. The prompt details the lighting, composition, mood, and style to achieve a powerful and mysterious image.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"dramatic horse silhouette in cinematic lighting a structured prompt for creating a cinematic and dramatic photograph of a horse silhouette. the prompt details the lighting, composition, mood, and style to achieve a powerful and mysterious image. dramatic-horse-silhouette-in-cinematic-lighting creator "},{"slug":"dreamy-artistic-photograph-of-a-young-woman-in-a-meadow","kind":"prompt","name":"Dreamy artistic photograph of a young woman in a meadow","tagline":"This prompt generates a dreamy, artistic photograph of a young woman walking through a meadow. It captures a nostalgic and melancholic mood with a warm, vintage color grade. The scene is set with natural lighting and features a distinct swirling bokeh effect, highlighting the subject in a cinematic style.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"dreamy artistic photograph of a young woman in a meadow this prompt generates a dreamy, artistic photograph of a young woman walking through a meadow. it captures a nostalgic and melancholic mood with a warm, vintage color grade. the scene is set with natural lighting and features a distinct swirling bokeh effect, highlighting the subject in a cinematic style. dreamy-artistic-photograph-of-a-young-woman-in-a-meadow creator "},{"slug":"dynamic-chinese-fire-horse-celebration","kind":"prompt","name":"Dynamic chinese fire horse celebration","tagline":"Create a vibrant and dynamic visual scene featuring a fire horse with blazing mane and a mysterious companion character, set against a festive Chinese backdrop with lanterns and fireworks. This prompt encourages using a Chinese ink wash style to capture the energy and movement of the scene.","author":"MoltBot","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"dynamic chinese fire horse celebration create a vibrant and dynamic visual scene featuring a fire horse with blazing mane and a mysterious companion character, set against a festive chinese backdrop with lanterns and fireworks. this prompt encourages using a chinese ink wash style to capture the energy and movement of the scene. dynamic-chinese-fire-horse-celebration creator "},{"slug":"dynamic-recipe-generator-from-available-ingredients","kind":"prompt","name":"Dynamic recipe generator from available ingredients","tagline":"Create recipes based on the ingredients you have at home. Input your available ingredients and get a list of possible recipes you can prepare.","author":"Funt Fox","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"dynamic recipe generator from available ingredients create recipes based on the ingredients you have at home. input your available ingredients and get a list of possible recipes you can prepare. dynamic-recipe-generator-from-available-ingredients creator "},{"slug":"echoes-of-the-rust-age","kind":"prompt","name":"Echoes of the rust age","tagline":"Two survivors navigate a treacherous landscape composed entirely of discarded technology and rusted metal.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"echoes of the rust age two survivors navigate a treacherous landscape composed entirely of discarded technology and rusted metal. echoes-of-the-rust-age creator "},{"slug":"edgy-monochrome-studio-portrait","kind":"prompt","name":"Edgy monochrome studio portrait","tagline":"Generates a photorealistic, vertical black-and-white high-fashion portrait of a young woman sitting on a wooden stool against a dark background. Wearing a black lace bralette and distressed jeans, she strikes a relaxed, edgy pose. Lit by soft Rembrandt-style studio lighting with an 85mm lens, it captures an intense gaze, natural skin texture, and cinematic contrast with ultra-sharp focus.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"edgy monochrome studio portrait generates a photorealistic, vertical black-and-white high-fashion portrait of a young woman sitting on a wooden stool against a dark background. wearing a black lace bralette and distressed jeans, she strikes a relaxed, edgy pose. lit by soft rembrandt-style studio lighting with an 85mm lens, it captures an intense gaze, natural skin texture, and cinematic contrast with ultra-sharp focus. edgy-monochrome-studio-portrait creator "},{"slug":"educational-platform-support-assistant","kind":"prompt","name":"Educational platform support assistant","tagline":"Assists users on an educational platform by answering questions, guiding through registration, and helping with course purchases.","author":"fofo tech","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"educational platform support assistant assists users on an educational platform by answering questions, guiding through registration, and helping with course purchases. educational-platform-support-assistant science "},{"slug":"elevator-mirror-ootd-full-body","kind":"prompt","name":"Elevator Mirror OOTD (full-body)","tagline":"This prompt generates a detailed visual description of an adult woman taking a full-body mirror selfie in an elevator. It captures specific details of appearance, pose, setting, and mood to ensure a photorealistic and stylish outcome. Ideal for artists and creators looking to depict everyday, candid moments with a chic vibe.","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"elevator mirror ootd (full-body) this prompt generates a detailed visual description of an adult woman taking a full-body mirror selfie in an elevator. it captures specific details of appearance, pose, setting, and mood to ensure a photorealistic and stylish outcome. ideal for artists and creators looking to depict everyday, candid moments with a chic vibe. elevator-mirror-ootd-full-body creator "},{"slug":"english-language-tutor-for-turkish-speakers","kind":"prompt","name":"English language tutor for turkish speakers","tagline":"Act as an English Language Tutor. You specialize in teaching English to native Turkish speakers. Your task is to provide interactive lessons and practice exercises to help users improve their English language skills.","author":"Mustafa Kılıç","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"english language tutor for turkish speakers act as an english language tutor. you specialize in teaching english to native turkish speakers. your task is to provide interactive lessons and practice exercises to help users improve their english language skills. english-language-tutor-for-turkish-speakers science "},{"slug":"enhance-and-beautify-your-photo","kind":"prompt","name":"Enhance and beautify your photo","tagline":"Improve the appearance of your photo by enhancing its beauty and quality.","author":"bryan gaming","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"enhance and beautify your photo improve the appearance of your photo by enhancing its beauty and quality. enhance-and-beautify-your-photo creator "},{"slug":"evaluate-and-suggest-improvements-for-computer-science-phd-thesis","kind":"prompt","name":"Evaluate and suggest improvements for computer science phd thesis","tagline":"This prompt assists in evaluating and providing constructive feedback for PhD theses in computer science, offering detailed suggestions for improvement.","author":"liuduo","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"evaluate and suggest improvements for computer science phd thesis this prompt assists in evaluating and providing constructive feedback for phd theses in computer science, offering detailed suggestions for improvement. evaluate-and-suggest-improvements-for-computer-science-phd-thesis science "},{"slug":"excel-data-to-figma-presentation-designer","kind":"prompt","name":"Excel data to figma presentation designer","tagline":"Transform your weekly Excel data into a sleek, readable, and aesthetically pleasing Figma presentation format.","author":"Buğra Sözer","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"excel data to figma presentation designer transform your weekly excel data into a sleek, readable, and aesthetically pleasing figma presentation format. excel-data-to-figma-presentation-designer design & ui "},{"slug":"finance-tracker-app-development-plan","kind":"prompt","name":"Finance tracker app development plan","tagline":"Develop a multi-language, privacy-focused finance tracking app using Flutter with clean architecture, responsive UI, and modern UX.","author":"Yiğit Gürler","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"finance tracker app development plan develop a multi-language, privacy-focused finance tracking app using flutter with clean architecture, responsive ui, and modern ux. finance-tracker-app-development-plan coding "},{"slug":"fisheye-90s","kind":"prompt","name":"Fisheye 90s","tagline":"\"colortemperature\": \"cool with magenta-green color cast\",","author":"Öztürk Ş","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"fisheye 90s \"colortemperature\": \"cool with magenta-green color cast\", fisheye-90s creator "},{"slug":"floating-city-island-photoreal-4k-poster","kind":"prompt","name":"Floating city island photoreal 4k poster","tagline":"Square 1×1 photoreal poster of a floating island shaped like the city’s silhouette above white clouds. Blend key landmarks, architecture, and natural landscapes. Cinematic sunlight, vibrant colors, aerial perspective, volumetric lighting, global illumination, ray‑traced shadows. Ultra HD.","author":"Abdullah Bozdağ","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"floating city island photoreal 4k poster square 1×1 photoreal poster of a floating island shaped like the city’s silhouette above white clouds. blend key landmarks, architecture, and natural landscapes. cinematic sunlight, vibrant colors, aerial perspective, volumetric lighting, global illumination, ray‑traced shadows. ultra hd. floating-city-island-photoreal-4k-poster creator "},{"slug":"frontend-developer-skill","kind":"prompt","name":"Frontend developer skill","tagline":"This prompt is designed for an elite frontend development specialist. It outlines responsibilities and skills required for building high-performance, responsive, and accessible user interfaces using modern JavaScript frameworks such as React, Vue, Angular, and more. The prompt includes detailed guidelines for component architecture, responsive design, performance optimization, state management, and UI/UX implementation, ensuring the creation of delightful user experiences.","author":"Ilker Ulusoy","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/ui-components","taskName":"UI components","hay":"frontend developer skill this prompt is designed for an elite frontend development specialist. it outlines responsibilities and skills required for building high-performance, responsive, and accessible user interfaces using modern javascript frameworks such as react, vue, angular, and more. the prompt includes detailed guidelines for component architecture, responsive design, performance optimization, state management, and ui/ux implementation, ensuring the creation of delightful user experiences. frontend-developer-skill coding "},{"slug":"general-assistant-system-prompt","kind":"prompt","name":"General assistant system prompt","tagline":"A versatile assistant to help with various administrative and informational tasks, providing guidance, answers, and support across multiple domains.","author":"Hector Verdugo","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"general assistant system prompt a versatile assistant to help with various administrative and informational tasks, providing guidance, answers, and support across multiple domains. general-assistant-system-prompt infrastructure & ops "},{"slug":"giant-object-in-city","kind":"prompt","name":"Giant object in city","tagline":"This prompt transports you to a cinematic scene where you observe a giant, weathered concrete object in a city setting. The visual captures the interplay of nature and urban decay, inviting creative exploration and storytelling.","author":"Ibrahim Uzun","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"giant object in city this prompt transports you to a cinematic scene where you observe a giant, weathered concrete object in a city setting. the visual captures the interplay of nature and urban decay, inviting creative exploration and storytelling. giant-object-in-city creator "},{"slug":"github-repository-analysis-and-enhancement","kind":"prompt","name":"Github repository analysis and enhancement","tagline":"Act as a GitHub Repository Analyst to perform in-depth analysis and suggest improvements for repository structure, documentation, code quality, and community engagement.","author":"Mobin Ghorbani","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/write-dev-docs","taskName":"Developer docs","hay":"github repository analysis and enhancement act as a github repository analyst to perform in-depth analysis and suggest improvements for repository structure, documentation, code quality, and community engagement. github-repository-analysis-and-enhancement coding "},{"slug":"golden-hour-backlit-profile-portrait","kind":"prompt","name":"Golden hour backlit profile portrait","tagline":"Generates a photorealistic, vertical 3:4 profile portrait of a young woman in an all-black outfit, gently holding her wind-swept hair. Illuminated by warm golden hour backlighting that creates a glowing rim-light effect, she stands against a dark, contrasting wall of green foliage. It captures a calm, romantic, and melancholic mood with natural makeup, subtle film grain, and sharp 8K iPhone 16 Pro Max clarity.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"golden hour backlit profile portrait generates a photorealistic, vertical 3:4 profile portrait of a young woman in an all-black outfit, gently holding her wind-swept hair. illuminated by warm golden hour backlighting that creates a glowing rim-light effect, she stands against a dark, contrasting wall of green foliage. it captures a calm, romantic, and melancholic mood with natural makeup, subtle film grain, and sharp 8k iphone 16 pro max clarity. golden-hour-backlit-profile-portrait creator "},{"slug":"google-ads-title-copywriter","kind":"prompt","name":"Google ads title copywriter","tagline":"Generate compelling and effective title copy for Google Ads campaigns, tailored to your target audience and objectives.","author":"SEM Metaxgtseo","license":"CC0-1.0","stars":170933,"dept":"marketing","deptName":"Marketing","task":"marketing/run-search-ads","taskName":"Search ads","hay":"google ads title copywriter generate compelling and effective title copy for google ads campaigns, tailored to your target audience and objectives. google-ads-title-copywriter marketing "},{"slug":"gopro-action","kind":"prompt","name":"Gopro action","tagline":"This prompt requests a cinematic, vertiginous GoPro-style selfie of two adrenaline-junkie urban explorers on the ledge of a 100-story skyscraper. Taken during golden hour with an extreme fisheye lens, the image must capture the dangerous height, wind, and harsh sunlight. Subject 1 holds the camera screaming with excitement, while Subject 2 balances precariously on one leg on the edge. The final image must be a square (1:1 aspect ratio) and show no safety rails.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"gopro action this prompt requests a cinematic, vertiginous gopro-style selfie of two adrenaline-junkie urban explorers on the ledge of a 100-story skyscraper. taken during golden hour with an extreme fisheye lens, the image must capture the dangerous height, wind, and harsh sunlight. subject 1 holds the camera screaming with excitement, while subject 2 balances precariously on one leg on the edge. the final image must be a square (1:1 aspect ratio) and show no safety rails. gopro-action creator "},{"slug":"gpt-5-expert-prompt-engineer-mode-condensed","kind":"prompt","name":"GPT-5 | EXPERT PROMPT ENGINEER MODE (CONDENSED)","tagline":"Act as an expert in AI and prompt engineering. This prompt provides detailed insights, explanations, and practical examples related to the responsibilities of a prompt engineer. It is structured to be actionable and relevant to real-world applications.","author":"michael.727","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"gpt-5 | expert prompt engineer mode (condensed) act as an expert in ai and prompt engineering. this prompt provides detailed insights, explanations, and practical examples related to the responsibilities of a prompt engineer. it is structured to be actionable and relevant to real-world applications. gpt-5-expert-prompt-engineer-mode-condensed science "},{"slug":"hallucination-vulnerability-prompt-checker","kind":"prompt","name":"Hallucination vulnerability prompt checker","tagline":"Identify structural openings in a prompt that may lead to hallucinated, fabricated, or over-assumed outputs.","author":"Scott Malin","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"hallucination vulnerability prompt checker identify structural openings in a prompt that may lead to hallucinated, fabricated, or over-assumed outputs. hallucination-vulnerability-prompt-checker coding "},{"slug":"harry-potter-marauders-map","kind":"prompt","name":"Harry Potter / Marauder’s Map","tagline":"Harry Potter / Marauder’s Map","author":"Yusuf Can TÜRK","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"harry potter / marauder’s map harry potter / marauder’s map harry-potter-marauders-map creator "},{"slug":"heart-illustration","kind":"prompt","name":"Heart illustration","tagline":"[00:00 - 00:03] Hyper-realistic 8K 3D human heart anatomy, beating slowly, detailed muscle texture with coronary arteries, Golden Hour Cinematic lighting, fishe","author":"Kakek Gaek","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"heart illustration [00:00 - 00:03] hyper-realistic 8k 3d human heart anatomy, beating slowly, detailed muscle texture with coronary arteries, golden hour cinematic lighting, fishe heart-illustration creator "},{"slug":"high-contrast-stencil-vector-poster-illustration","kind":"prompt","name":"High contrast stencil vector poster illustration","tagline":"Create a high-contrast vector poster illustration from an uploaded portrait, featuring a bold stencil aesthetic with a limited color palette and a solid red background.","author":"Halil Nuroğlu","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"high contrast stencil vector poster illustration create a high-contrast vector poster illustration from an uploaded portrait, featuring a bold stencil aesthetic with a limited color palette and a solid red background. high-contrast-stencil-vector-poster-illustration creator "},{"slug":"hollywood-poster","kind":"prompt","name":"Hollywood poster","tagline":"A premium theatrical crime-thriller poster","author":"Jignesh Pancholi","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"hollywood poster a premium theatrical crime-thriller poster hollywood-poster design & ui "},{"slug":"hyper-realistic-3d-isometric-ottoman-masterpiece","kind":"prompt","name":"Hyper realistic 3D isometric ottoman masterpiece","tagline":"Create a hyper-realistic 3D isometric scene of ${name:Fatih Sultan Mehmet}’s ${event:conquest of Constantinople}, visualized through an endless Ottoman parchment scroll. The scene should embody the strategic genius and cultural significance of ${event:the conquest of Constantinople}, using historically grounded Ottoman aesthetics.","author":"Serkan USLU","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"hyper realistic 3d isometric ottoman masterpiece create a hyper-realistic 3d isometric scene of ${name:fatih sultan mehmet}’s ${event:conquest of constantinople}, visualized through an endless ottoman parchment scroll. the scene should embody the strategic genius and cultural significance of ${event:the conquest of constantinople}, using historically grounded ottoman aesthetics. hyper-realistic-3d-isometric-ottoman-masterpiece creator "},{"slug":"hyper-realistic-clay-bust-from-photo-template","kind":"prompt","name":"Hyper realistic clay bust from photo template","tagline":"A template prompt that transforms the uploaded photo into a hyper-realistic modeling clay bust (head, neck, upper shoulders), preserving identity and expression. It enforces real clay texture, subtle fingerprints and imperfections, and a clean studio product-photo setup for a believable physical sculpture look.","author":"Semih Kışlar","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"hyper realistic clay bust from photo template a template prompt that transforms the uploaded photo into a hyper-realistic modeling clay bust (head, neck, upper shoulders), preserving identity and expression. it enforces real clay texture, subtle fingerprints and imperfections, and a clean studio product-photo setup for a believable physical sculpture look. hyper-realistic-clay-bust-from-photo-template creator "},{"slug":"hyper-realistic-marvel-comic-fusion-image-generation","kind":"prompt","name":"Hyper realistic marvel comic fusion image generation","tagline":"\"preserveoriginal\": true,","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"hyper realistic marvel comic fusion image generation \"preserveoriginal\": true, hyper-realistic-marvel-comic-fusion-image-generation creator "},{"slug":"hyperrealistic-food-photo-creator","kind":"prompt","name":"Hyperrealistic food photo creator","tagline":"Generate hyperrealistic food photographs suitable for professional use in menus, advertisements, and promotional materials. This prompt ensures high-quality images with realistic textures, appetizing compositions, and perfect lighting.","author":"Fatih Kadir Akın","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"hyperrealistic food photo creator generate hyperrealistic food photographs suitable for professional use in menus, advertisements, and promotional materials. this prompt ensures high-quality images with realistic textures, appetizing compositions, and perfect lighting. hyperrealistic-food-photo-creator creator "},{"slug":"idea-generation","kind":"prompt","name":"Idea generation","tagline":"Start your workflow by brainstorming and generating initial ideas","author":"Fatih Kadir Akın","license":"CC0-1.0","stars":170933,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"idea generation start your workflow by brainstorming and generating initial ideas idea-generation infrastructure & ops "},{"slug":"illustrative-hand-drawn-istanbul-skyline-prompt","kind":"prompt","name":"Illustrative hand drawn istanbul skyline prompt","tagline":"Create a detailed prompt for generating a hand-drawn style illustration of Istanbul's skyline, incorporating iconic landmarks such as the Hagia Sophia, Galata Tower, and the Bosphorus with specific color palettes and artistic techniques.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"illustrative hand drawn istanbul skyline prompt create a detailed prompt for generating a hand-drawn style illustration of istanbul's skyline, incorporating iconic landmarks such as the hagia sophia, galata tower, and the bosphorus with specific color palettes and artistic techniques. illustrative-hand-drawn-istanbul-skyline-prompt creator "},{"slug":"image-analysis-for-personal-style-and-personality-assessment","kind":"prompt","name":"Image analysis for personal style and personality assessment","tagline":"This prompt allows users to upload an image of an individual for analysis. The system provides a comprehensive assessment of the person's personal style, including attire, accessories, demeanor, and behavior, offering insights into their personality through fashion elements, body language, and facial expressions.","author":"adamsofea1111","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"image analysis for personal style and personality assessment this prompt allows users to upload an image of an individual for analysis. the system provides a comprehensive assessment of the person's personal style, including attire, accessories, demeanor, and behavior, offering insights into their personality through fashion elements, body language, and facial expressions. image-analysis-for-personal-style-and-personality-assessment creator "},{"slug":"impressionistic-urban-solitude","kind":"prompt","name":"Impressionistic urban solitude","tagline":"This prompt generates an impressionistic scene depicting a solitary figure in an urban setting at dusk. The focus is on capturing the mood of solitude and contemplation through the use of warm colors, medium contrast, and impressionistic brushstrokes. Ideal for art history studies, style transfer model training, or analyzing impressionistic painting techniques.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"impressionistic urban solitude this prompt generates an impressionistic scene depicting a solitary figure in an urban setting at dusk. the focus is on capturing the mood of solitude and contemplation through the use of warm colors, medium contrast, and impressionistic brushstrokes. ideal for art history studies, style transfer model training, or analyzing impressionistic painting techniques. impressionistic-urban-solitude creator "},{"slug":"improve-the-following-code","kind":"prompt","name":"Improve the following code","tagline":"Improve the following code","author":"Can Acar","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"improve the following code improve the following code improve-the-following-code coding "},{"slug":"in-depth-paper-and-exam-prediction-analyzer","kind":"prompt","name":"In depth paper and exam prediction analyzer","tagline":"Analyze supplied exam papers and patterns to predict a comprehensive exam paper for future exams based on in-depth analysis of past papers and questions.","author":"Hrooshi","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"in depth paper and exam prediction analyzer analyze supplied exam papers and patterns to predict a comprehensive exam paper for future exams based on in-depth analysis of past papers and questions. in-depth-paper-and-exam-prediction-analyzer science "},{"slug":"in-flight-vacation-selfie-natural-front-camera-perspective","kind":"prompt","name":"In-Flight Vacation Selfie — Natural Front Camera Perspective","tagline":"A natural front-camera selfie captured inside a commercial airplane cabin during a flight. The subject is seated comfortably in her airplane seat, holding the camera with one hand slightly above eye level, creating an authentic, casual selfie angle without the phone appearing in frame.","author":"Mete","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"in-flight vacation selfie — natural front camera perspective a natural front-camera selfie captured inside a commercial airplane cabin during a flight. the subject is seated comfortably in her airplane seat, holding the camera with one hand slightly above eye level, creating an authentic, casual selfie angle without the phone appearing in frame. in-flight-vacation-selfie-natural-front-camera-perspective creator "},{"slug":"information-gathering-prompt","kind":"prompt","name":"Information gathering prompt","tagline":"An effective information gathering prompt for any subject you'd like to write about - providing both Basic Information about the subject, divided into sub categories, or Specialization Information, also divided into sub categories.","author":"Mikimano","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"information gathering prompt an effective information gathering prompt for any subject you'd like to write about - providing both basic information about the subject, divided into sub categories, or specialization information, also divided into sub categories. information-gathering-prompt content & docs "},{"slug":"internet-trend-slang-intelligence","kind":"prompt","name":"Internet Trend & Slang Intelligence","tagline":"Its goal is to help users quickly understand confusing or unfamiliar phrases appearing in social media, news, workplaces, or online conversations.","author":"Scott Malin","license":"CC0-1.0","stars":170933,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"internet trend & slang intelligence its goal is to help users quickly understand confusing or unfamiliar phrases appearing in social media, news, workplaces, or online conversations. internet-trend-slang-intelligence business & ops "},{"slug":"interstellar-movie-poster-illustration","kind":"prompt","name":"Interstellar movie poster illustration","tagline":"Create an artistic illustration inspired by the movie Interstellar. The prompt involves designing a cinematic poster that features a vast cosmic panorama with elements like a lone astronaut, a colossal black hole, and surreal planetary rings. The illustration should convey an awe-filled and melancholic atmosphere with high contrast and intricate details, blending digital painting with line art for a masterpiece quality composition.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"interstellar movie poster illustration create an artistic illustration inspired by the movie interstellar. the prompt involves designing a cinematic poster that features a vast cosmic panorama with elements like a lone astronaut, a colossal black hole, and surreal planetary rings. the illustration should convey an awe-filled and melancholic atmosphere with high contrast and intricate details, blending digital painting with line art for a masterpiece quality composition. interstellar-movie-poster-illustration creator "},{"slug":"intimate-monochrome-smile-portrait","kind":"prompt","name":"Intimate monochrome smile portrait","tagline":"Generates a photorealistic, vertical 3:4 black-and-white portrait of a young woman with a sweet, eyes-closed smile. She runs her hand through her long dark hair, wearing a square-neck black top and delicate accessories like a knife pendant. Set against a softly blurred background, soft natural lighting creates deep contrast, capturing a warm, joyful, and intimate 8K iPhone aesthetic.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"intimate monochrome smile portrait generates a photorealistic, vertical 3:4 black-and-white portrait of a young woman with a sweet, eyes-closed smile. she runs her hand through her long dark hair, wearing a square-neck black top and delicate accessories like a knife pendant. set against a softly blurred background, soft natural lighting creates deep contrast, capturing a warm, joyful, and intimate 8k iphone aesthetic. intimate-monochrome-smile-portrait creator "},{"slug":"investment-tracking-dashboard","kind":"prompt","name":"Investment tracking dashboard","tagline":"Create a user-friendly dashboard to track and manage your investments effectively.","author":"Kerem Tek","license":"CC0-1.0","stars":170933,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"investment tracking dashboard create a user-friendly dashboard to track and manage your investments effectively. investment-tracking-dashboard coding "},{"slug":"investor-pitch-presentation","kind":"prompt","name":"Investor pitch presentation","tagline":"Act as a business founder delivering a live pitch deck presentation to investors. Your goal is to engage the investors by highlighting the startup's market potential, innovative solutions, and financial prospects.","author":"Hector Verdugo","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"investor pitch presentation act as a business founder delivering a live pitch deck presentation to investors. your goal is to engage the investors by highlighting the startup's market potential, innovative solutions, and financial prospects. investor-pitch-presentation business & ops "},{"slug":"isometric-city-diorama","kind":"prompt","name":"Isometric city diorama","tagline":"Structured prompt for generating an isometric city diorama in a miniature 3D style, with weather and environment adaptive to the specified city.","author":"Fatih Kadir Akın","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"isometric city diorama structured prompt for generating an isometric city diorama in a miniature 3d style, with weather and environment adaptive to the specified city. isometric-city-diorama creator "},{"slug":"isometric-miniature-3d-cartoon-city-scene","kind":"prompt","name":"Isometric miniature 3D cartoon city scene","tagline":"Generates a high-quality, 3D isometric miniature scene of a specified city using Nano Banana. It uniquely retrieves real-time weather data to dynamically adjust the lighting and atmosphere of the scene, creating a realistic and immersive miniature world.","author":"Ahmet Batuhan Çakmak","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"isometric miniature 3d cartoon city scene generates a high-quality, 3d isometric miniature scene of a specified city using nano banana. it uniquely retrieves real-time weather data to dynamically adjust the lighting and atmosphere of the scene, creating a realistic and immersive miniature world. isometric-miniature-3d-cartoon-city-scene creator "},{"slug":"istanbul-travel-journal","kind":"prompt","name":"Istanbul travel journal","tagline":"\"title\": \"Istanbul Travel Journal\",","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"istanbul travel journal \"title\": \"istanbul travel journal\", istanbul-travel-journal creator "},{"slug":"it-expert","kind":"prompt","name":"It expert","tagline":"Act as an IT Specialist/Expert/System Engineer.","author":"Ersin Yılmaz","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"it expert act as an it specialist/expert/system engineer. it-expert infrastructure & ops "},{"slug":"jessica","kind":"prompt","name":"Jessica","tagline":"Man is looking down at t her","author":"Ryjoby N","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"jessica man is looking down at t her jessica creator "},{"slug":"job-and-internship-tracker-for-google-sheets","kind":"prompt","name":"Job and internship tracker for google sheets","tagline":"Create a Google Sheets tracker to manage job and internship applications, tailored for a computer engineering student interested in AI/ML and computer vision for defense applications.","author":"Ezekiel A. Mitchell","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"job and internship tracker for google sheets create a google sheets tracker to manage job and internship applications, tailored for a computer engineering student interested in ai/ml and computer vision for defense applications. job-and-internship-tracker-for-google-sheets science "},{"slug":"karpathy-guidelines","kind":"prompt","name":"Karpathy guidelines","tagline":"Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.","author":"yazz4444","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"karpathy guidelines behavioral guidelines to reduce common llm coding mistakes. use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria. karpathy-guidelines coding "},{"slug":"kickstart-prompt-for-web-ux-ui-design","kind":"prompt","name":"Kickstart Prompt for Web UX & UI Design","tagline":"A prompt to kick start a web design project. This prompt is the starting point for every design project in my workflow.","author":"Nureddin Gökbey İnaç","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"kickstart prompt for web ux & ui design a prompt to kick start a web design project. this prompt is the starting point for every design project in my workflow. kickstart-prompt-for-web-ux-ui-design design & ui "},{"slug":"landing-page-vibe-coding","kind":"prompt","name":"Landing page vibe coding","tagline":"Craft an engaging and visually appealing landing page that captures the essence of your brand using vibe coding techniques.","author":"Andrey","license":"CC0-1.0","stars":170933,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"landing page vibe coding craft an engaging and visually appealing landing page that captures the essence of your brand using vibe coding techniques. landing-page-vibe-coding coding "},{"slug":"learn-any-technicalcoding-topic","kind":"prompt","name":"Learn Any Technical/Coding Topic","tagline":"The prompt is a structured teaching template that forces an AI to explain any technical concept from child‑level intuition to expert‑level depth. It ensures clarity by requiring layered explanations, key takeaways, and common misconceptions.","author":"Siva Sai Yadav Mudugandla","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"learn any technical/coding topic the prompt is a structured teaching template that forces an ai to explain any technical concept from child‑level intuition to expert‑level depth. it ensures clarity by requiring layered explanations, key takeaways, and common misconceptions. learn-any-technicalcoding-topic science "},{"slug":"lego-minifigure-character-transformation","kind":"prompt","name":"Lego minifigure character transformation","tagline":"Transform a subject in a reference image into a LEGO minifigure-style character, maintaining recognizable features and using classic LEGO design elements.","author":"Ersin Yılmaz","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"lego minifigure character transformation transform a subject in a reference image into a lego minifigure-style character, maintaining recognizable features and using classic lego design elements. lego-minifigure-character-transformation creator "},{"slug":"lego-movie-style-prompt","kind":"prompt","name":"Lego movie style prompt","tagline":"Reimagine as a scene from The LEGO Movie.","author":"Prompt Banana","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"lego movie style prompt reimagine as a scene from the lego movie. lego-movie-style-prompt creator "},{"slug":"lifelike-face-mask","kind":"prompt","name":"Lifelike face mask","tagline":"Take a headshot image of a person and creates a life like face mask sitting on a vanity","author":"heath duggan","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"lifelike face mask take a headshot image of a person and creates a life like face mask sitting on a vanity lifelike-face-mask creator "},{"slug":"lifestyle-product-images","kind":"prompt","name":"Lifestyle product images","tagline":"Create professional product images","author":"Fatih Kadir Akın","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"lifestyle product images create professional product images lifestyle-product-images creator "},{"slug":"linkedin-comments","kind":"prompt","name":"Linkedin comments","tagline":"Act as a LinkedIn comment assistant. You will craft personalized LinkedIn comments that sound human, simple, and are written as if typed from a phone. Begin by asking 3-5 questions about the post to determine the appropriate tone and content for the comments. Generate three comment options: a direct practical comment, a light-humor comment using metaphors when appropriate, and a thoughtful comment in simple English.","author":"vincent omondi","license":"CC0-1.0","stars":170933,"dept":"marketing","deptName":"Marketing","task":"marketing/plan-marketing","taskName":"Marketing strategy","hay":"linkedin comments act as a linkedin comment assistant. you will craft personalized linkedin comments that sound human, simple, and are written as if typed from a phone. begin by asking 3-5 questions about the post to determine the appropriate tone and content for the comments. generate three comment options: a direct practical comment, a light-humor comment using metaphors when appropriate, and a thoughtful comment in simple english. linkedin-comments marketing "},{"slug":"lost-in-country-with-chatgpt-image-2","kind":"prompt","name":"Lost in [Country] with ChatGPT Image 2","tagline":"Create a stylized travel poster / graphic collage for ${country}.","author":"Semih Kışlar","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"lost in [country] with chatgpt image 2 create a stylized travel poster / graphic collage for ${country}. lost-in-country-with-chatgpt-image-2 creator "},{"slug":"lunch-atop-a-skyscraper-robotic-power-armor-recreation","kind":"prompt","name":"Lunch atop a skyscraper robotic power armor recreation","tagline":"Image generation prompt recreating the iconic 1932 \"Lunch atop a Skyscraper\" photograph with 11 distinct robotic power armor suits replacing the workers. Each armor has unique design and matches the original pose exactly. Black and white vintage style. Generated by prompt-forge.","author":"Ceyhun Enki Aksan (ceaksan)","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"lunch atop a skyscraper robotic power armor recreation image generation prompt recreating the iconic 1932 \"lunch atop a skyscraper\" photograph with 11 distinct robotic power armor suits replacing the workers. each armor has unique design and matches the original pose exactly. black and white vintage style. generated by prompt-forge. lunch-atop-a-skyscraper-robotic-power-armor-recreation creator "},{"slug":"majestic-bald-eagle-3d-render-prompt","kind":"prompt","name":"Majestic bald eagle 3D render prompt","tagline":"This prompt guides you to create a highly realistic 3D render of a bald eagle's head and upper neck using specific composition, lighting, and style instructions. The focus is on achieving maximum texture realism with precise lighting effects, ensuring an anatomically accurate, majestic portrayal.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"majestic bald eagle 3d render prompt this prompt guides you to create a highly realistic 3d render of a bald eagle's head and upper neck using specific composition, lighting, and style instructions. the focus is on achieving maximum texture realism with precise lighting effects, ensuring an anatomically accurate, majestic portrayal. majestic-bald-eagle-3d-render-prompt creator "},{"slug":"make-uiux-better-of-an-already-created-application","kind":"prompt","name":"Make UI/UX better of an already Created Application","tagline":"Generate a comprehensive, actionable development plan to enhance the existing web application.","author":"Watson Charlie","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/map-flow","taskName":"User flows","hay":"make ui/ux better of an already created application generate a comprehensive, actionable development plan to enhance the existing web application. make-uiux-better-of-an-already-created-application coding "},{"slug":"man-in-a-city","kind":"prompt","name":"Man in a city","tagline":"A photo featuring a man in a city.","author":"Fatih Kadir Akın","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"man in a city a photo featuring a man in a city. man-in-a-city creator "},{"slug":"manhattan-cocktail-cinematic-video","kind":"prompt","name":"Manhattan cocktail cinematic video","tagline":"Manhattan Cocktail Cinematic Video","author":"Umut topçuoğlu","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"manhattan cocktail cinematic video manhattan cocktail cinematic video manhattan-cocktail-cinematic-video creator "},{"slug":"manhattan-mirage","kind":"prompt","name":"Manhattan mirage","tagline":"A high-octane, cinematic moment capturing a woman's confident stride through a steam-filled New York intersection during golden hour.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"manhattan mirage a high-octane, cinematic moment capturing a woman's confident stride through a steam-filled new york intersection during golden hour. manhattan-mirage creator "},{"slug":"manufacturing-workflow-optimization-with-or-tools","kind":"prompt","name":"Manufacturing workflow optimization with or tools","tagline":"Generate backend and frontend code in .NET and Angular for optimizing manufacturing workflows using OR-Tools.","author":"Şeyda Utkan","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"manufacturing workflow optimization with or tools generate backend and frontend code in .net and angular for optimizing manufacturing workflows using or-tools. manufacturing-workflow-optimization-with-or-tools coding "},{"slug":"markdown-notes","kind":"prompt","name":"Markdown notes","tagline":"Build a feature-rich markdown notes application","author":"Fatih Kadir Akın","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"markdown notes build a feature-rich markdown notes application markdown-notes coding "},{"slug":"master-app-store-localization-aso-prompt-2025-full-metadata-generator","kind":"prompt","name":"Master App Store Localization & ASO Prompt (2025) – Full Metadata Generator","tagline":"This prompt turns the AI into a senior global ASO strategist and generates complete App Store metadata for dozens of locales in one run, fully aligned with Apple App Store guidelines.","author":"Oğuz Delioğlu","license":"CC0-1.0","stars":170933,"dept":"marketing","deptName":"Marketing","task":"marketing/app-store-listing","taskName":"App store (ASO)","hay":"master app store localization & aso prompt (2025) – full metadata generator this prompt turns the ai into a senior global aso strategist and generates complete app store metadata for dozens of locales in one run, fully aligned with apple app store guidelines. master-app-store-localization-aso-prompt-2025-full-metadata-generator marketing "},{"slug":"master-chinese-web-novel-author","kind":"prompt","name":"Master chinese web novel author","tagline":"Act as a master Chinese web novel author, crafting captivating stories with intricate plots and engaging characters.","author":"vi s","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"master chinese web novel author act as a master chinese web novel author, crafting captivating stories with intricate plots and engaging characters. master-chinese-web-novel-author creator "},{"slug":"master-prompt-architect-context-engineer","kind":"prompt","name":"Master Prompt Architect & Context Engineer","tagline":"Act as a Master Prompt Architect & Context Engineer to transform user requests into optimized, error-free prompts tailored for AI systems like GPT, Claude, and Gemini. Utilize structured frameworks for precision and clarity.","author":"Gökhan Türkmen","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"master prompt architect & context engineer act as a master prompt architect & context engineer to transform user requests into optimized, error-free prompts tailored for ai systems like gpt, claude, and gemini. utilize structured frameworks for precision and clarity. master-prompt-architect-context-engineer coding "},{"slug":"master-skills-experience-summary-generator","kind":"prompt","name":"Master Skills & Experience Summary Generator","tagline":"This was created to help with my job search but I plan on using it once done. The idea is you tell the AI everything you do at work, everything you have been involved with. Then you use the following prompt to generate a simplified markdown file containing all the info, this can be used for refining your resume and seeing if a job is suitable. I made this as generic as possible, you will want to look through it and add your own customizations like the job goal.","author":"Scott Malin","license":"CC0-1.0","stars":170933,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"master skills & experience summary generator this was created to help with my job search but i plan on using it once done. the idea is you tell the ai everything you do at work, everything you have been involved with. then you use the following prompt to generate a simplified markdown file containing all the info, this can be used for refining your resume and seeing if a job is suitable. i made this as generic as possible, you will want to look through it and add your own customizations like the job goal. master-skills-experience-summary-generator business & ops "},{"slug":"melancholic-dawn-on-the-misty-pier","kind":"prompt","name":"Melancholic dawn on the misty pier","tagline":"This prompt transforms the subject into a solitary, contemplative figure standing on a fog-laden pier at dawn. The goal is to perfectly replicate the aesthetic of an aged 1905 platinum photograph, emphasizing a melancholic mood, muted sepia tones, and vintage texture while ensuring the subject's face remains unaltered.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"melancholic dawn on the misty pier this prompt transforms the subject into a solitary, contemplative figure standing on a fog-laden pier at dawn. the goal is to perfectly replicate the aesthetic of an aged 1905 platinum photograph, emphasizing a melancholic mood, muted sepia tones, and vintage texture while ensuring the subject's face remains unaltered. melancholic-dawn-on-the-misty-pier creator "},{"slug":"meta-prompt","kind":"prompt","name":"Meta prompt","tagline":"A prompt to create a best prompt","author":"Prince Sharma","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"meta prompt a prompt to create a best prompt meta-prompt data & ai "},{"slug":"meta-prompt-engineer","kind":"prompt","name":"Meta prompt engineer","tagline":"Re-useable meta-prompt to have the AI generate a prompt to achieve a $(goal) Simply replace the variable with the actual goal, answer the clarifying questions it asks to give it the constraints and context required for the task, and then use the prompt the AI returns as the prompt to achieve your goal. See an example of it's use here: https://chatgpt.com/share/6947f127-1e84-8013-a360-49a89666c1af","author":"magejosh","license":"CC0-1.0","stars":170933,"dept":"operations","deptName":"Operations","task":"operations/plan-week","taskName":"Planning the work","hay":"meta prompt engineer re-useable meta-prompt to have the ai generate a prompt to achieve a $(goal) simply replace the variable with the actual goal, answer the clarifying questions it asks to give it the constraints and context required for the task, and then use the prompt the ai returns as the prompt to achieve your goal. see an example of it's use here: https://chatgpt.com/share/6947f127-1e84-8013-a360-49a89666c1af meta-prompt-engineer infrastructure & ops "},{"slug":"micro-saas-vibecoder-architect","kind":"prompt","name":"Micro-SaaS \"Vibecoder\" Architect","tagline":"A strategic blueprint generator for solo founders and \"vibecoders\". It turns a raw app idea into a concrete MVP plan, detailing the core user loop, AI integration strategy, tech stack, and the exact starting prompt for AI coding assistants.","author":"Sercan Solmaz","license":"CC0-1.0","stars":170933,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"micro-saas \"vibecoder\" architect a strategic blueprint generator for solo founders and \"vibecoders\". it turns a raw app idea into a concrete mvp plan, detailing the core user loop, ai integration strategy, tech stack, and the exact starting prompt for ai coding assistants. micro-saas-vibecoder-architect business & ops "},{"slug":"mine","kind":"prompt","name":"Mine","tagline":"Create a highly detailed video prompt for an AI video generator like Sora or RunwayML, emphasizing photorealistic stock trading visuals without any human figures, text overlays, or AI-generated artifacts.","author":"MUHAMMAD ASLAMMANJAMATH","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"mine create a highly detailed video prompt for an ai video generator like sora or runwayml, emphasizing photorealistic stock trading visuals without any human figures, text overlays, or ai-generated artifacts. mine creator "},{"slug":"miniature-artist","kind":"prompt","name":"Miniature artist","tagline":"[00:00 - 00:02] [Extreme close-up] of Komar's face, an 18-year-old Indonesian teenage boy, short hair, wearing black-framed glasses with minus lenses reflecting the light of a desk lamp.","author":"Kakek Gaek","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"miniature artist [00:00 - 00:02] [extreme close-up] of komar's face, an 18-year-old indonesian teenage boy, short hair, wearing black-framed glasses with minus lenses reflecting the light of a desk lamp. miniature-artist creator "},{"slug":"miniature-claymation-adventures-on-the-mushroom-cap","kind":"prompt","name":"Miniature claymation adventures on the mushroom cap","tagline":"A stop-motion style prompt transforming two subjects into miniature, handcrafted clay figures resting on a giant mushroom. The image emphasizes tactile textures, visible thumbprints, and a cozy, macro-scale atmosphere.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"miniature claymation adventures on the mushroom cap a stop-motion style prompt transforming two subjects into miniature, handcrafted clay figures resting on a giant mushroom. the image emphasizes tactile textures, visible thumbprints, and a cozy, macro-scale atmosphere. miniature-claymation-adventures-on-the-mushroom-cap creator "},{"slug":"minimalist-fisherman-illustration","kind":"prompt","name":"Minimalist fisherman illustration","tagline":"Create a minimalist vector illustration of a man fishing on the back of a giant whale, emphasizing themes of scale and obliviousness. This prompt explores the use of negative space and symbolism, ideal for conceptual art projects and training models in visual storytelling.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"minimalist fisherman illustration create a minimalist vector illustration of a man fishing on the back of a giant whale, emphasizing themes of scale and obliviousness. this prompt explores the use of negative space and symbolism, ideal for conceptual art projects and training models in visual storytelling. minimalist-fisherman-illustration design & ui "},{"slug":"minimalist-landscape-illustration-by-ryo-takemasa","kind":"prompt","name":"Minimalist landscape illustration by ryo takemasa","tagline":"This prompt guides you to create a minimalist digital illustration inspired by Ryo Takemasa. The illustration features a vast, surreal landscape with vibrant red and orange bushes, a winding white path, and a lone figure. It emphasizes themes of exploration and solitude, using a clean, graphic style with high contrast and vibrant colors.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"minimalist landscape illustration by ryo takemasa this prompt guides you to create a minimalist digital illustration inspired by ryo takemasa. the illustration features a vast, surreal landscape with vibrant red and orange bushes, a winding white path, and a lone figure. it emphasizes themes of exploration and solitude, using a clean, graphic style with high contrast and vibrant colors. minimalist-landscape-illustration-by-ryo-takemasa creator "},{"slug":"mixed-media-portrait-illustration","kind":"prompt","name":"Mixed media portrait illustration","tagline":"This prompt guides you to create a mixed media portrait illustration, featuring a man with distinct characteristics rendered over a vintage newspaper background. It includes detailed specifications for composition, style, lighting, and materials to achieve a realistic yet artistic result.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"mixed media portrait illustration this prompt guides you to create a mixed media portrait illustration, featuring a man with distinct characteristics rendered over a vintage newspaper background. it includes detailed specifications for composition, style, lighting, and materials to achieve a realistic yet artistic result. mixed-media-portrait-illustration creator "},{"slug":"mobile-app-builder","kind":"prompt","name":"Mobile app builder","tagline":"Act as an expert mobile application developer with mastery of iOS, Android, and cross-platform development. Your expertise spans native development with Swift/Kotlin and cross-platform solutions like React Native and Flutter. You understand the unique challenges of mobile development: limited resources, varying screen sizes, and platform-specific behaviors.","author":"Ersin Yılmaz","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/mobile","taskName":"Mobile apps","hay":"mobile app builder act as an expert mobile application developer with mastery of ios, android, and cross-platform development. your expertise spans native development with swift/kotlin and cross-platform solutions like react native and flutter. you understand the unique challenges of mobile development: limited resources, varying screen sizes, and platform-specific behaviors. mobile-app-builder coding "},{"slug":"modern-fashion-photography","kind":"prompt","name":"Modern fashion photography","tagline":"Create an ultra high-end fashion product photograph for Instagram. Showcase a premium clothing item with perfect tailoring and realistic fabric textures. Use editorial studio lighting inspired by luxury brands and a clean, modern studio environment. Ensure photorealistic, 8K quality optimized for Instagram's feed, with a square aspect ratio and no distractions like logos or props.","author":"Zodiak","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"modern fashion photography create an ultra high-end fashion product photograph for instagram. showcase a premium clothing item with perfect tailoring and realistic fabric textures. use editorial studio lighting inspired by luxury brands and a clean, modern studio environment. ensure photorealistic, 8k quality optimized for instagram's feed, with a square aspect ratio and no distractions like logos or props. modern-fashion-photography creator "},{"slug":"monochrome-chiaroscuro-portrait","kind":"prompt","name":"Monochrome chiaroscuro portrait","tagline":"Generates a photorealistic, vertical 3:4 black-and-white extreme close-up portrait. Features dramatic chiaroscuro side lighting that highlights facial contours while casting deep shadows. The subject has a mysterious, melancholic expression with textured dark hair and refined makeup. Captures an intimate, elegant fine-art cinematic aesthetic with sharp 8K iPhone clarity, preserving exact facial features.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"monochrome chiaroscuro portrait generates a photorealistic, vertical 3:4 black-and-white extreme close-up portrait. features dramatic chiaroscuro side lighting that highlights facial contours while casting deep shadows. the subject has a mysterious, melancholic expression with textured dark hair and refined makeup. captures an intimate, elegant fine-art cinematic aesthetic with sharp 8k iphone clarity, preserving exact facial features. monochrome-chiaroscuro-portrait creator "},{"slug":"moody-chiaroscuro-urban-portrait","kind":"prompt","name":"Moody chiaroscuro urban portrait","tagline":"Generates a photorealistic, vertical black-and-white medium shot of a muscular young man in a tight black tee, leaning against a rustic brick wall in an urban alley. He looks back over his shoulder with an intense gaze. Lit by dramatic Rembrandt-style side lighting, it highlights his physique and creates deep shadows. Captures a masculine, GQ editorial aesthetic with 85mm lens clarity, shallow depth of field, and subtle film grain.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"moody chiaroscuro urban portrait generates a photorealistic, vertical black-and-white medium shot of a muscular young man in a tight black tee, leaning against a rustic brick wall in an urban alley. he looks back over his shoulder with an intense gaze. lit by dramatic rembrandt-style side lighting, it highlights his physique and creates deep shadows. captures a masculine, gq editorial aesthetic with 85mm lens clarity, shallow depth of field, and subtle film grain. moody-chiaroscuro-urban-portrait creator "},{"slug":"moody-cinematic-portrait-photography","kind":"prompt","name":"Moody cinematic portrait photography","tagline":"Create a moody and cinematic portrait with a focus on emotional depth and artistic composition. This prompt guides you through capturing a close-up of a handsome man with dark, wavy hair, emphasizing a melancholic and introspective atmosphere using soft, dramatic lighting and a rain-streaked window to add depth and narrative.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"moody cinematic portrait photography create a moody and cinematic portrait with a focus on emotional depth and artistic composition. this prompt guides you through capturing a close-up of a handsome man with dark, wavy hair, emphasizing a melancholic and introspective atmosphere using soft, dramatic lighting and a rain-streaked window to add depth and narrative. moody-cinematic-portrait-photography creator "},{"slug":"moody-golden-hour-close-up","kind":"prompt","name":"Moody golden hour close up","tagline":"Generates a photorealistic, vertical 9:16 close-up portrait of a handsome young man with a beard, wearing blue-tinted sunglasses and over-ear headphones. He looks downward in contemplation, illuminated by dramatic golden hour chiaroscuro lighting. With a dark, blurred background, it captures a moody, cinematic atmosphere with deep shadows and warm sunlight, delivering ultra-sharp detail.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"moody golden hour close up generates a photorealistic, vertical 9:16 close-up portrait of a handsome young man with a beard, wearing blue-tinted sunglasses and over-ear headphones. he looks downward in contemplation, illuminated by dramatic golden hour chiaroscuro lighting. with a dark, blurred background, it captures a moody, cinematic atmosphere with deep shadows and warm sunlight, delivering ultra-sharp detail. moody-golden-hour-close-up creator "},{"slug":"moody-urban-night-railway-portrait","kind":"prompt","name":"Moody urban night railway portrait","tagline":"Generates a photorealistic, vertical 9:16 nighttime portrait of a young woman in an industrial railway setting. She wears an oversized brown leather bomber jacket and olive green mini skirt, standing with crossed arms and a pensive expression. Illuminated by harsh, cinematic streetlamp lighting with subtle lens flare against a dark, moody urban backdrop. Captures a gritty, high-detail 8K aesthetic optimized for Stable Diffusion with precise pose and identity control.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"moody urban night railway portrait generates a photorealistic, vertical 9:16 nighttime portrait of a young woman in an industrial railway setting. she wears an oversized brown leather bomber jacket and olive green mini skirt, standing with crossed arms and a pensive expression. illuminated by harsh, cinematic streetlamp lighting with subtle lens flare against a dark, moody urban backdrop. captures a gritty, high-detail 8k aesthetic optimized for stable diffusion with precise pose and identity control. moody-urban-night-railway-portrait creator "},{"slug":"multi-audience-application-discovery-documentation-prompt","kind":"prompt","name":"Multi-Audience Application Discovery & Documentation Prompt","tagline":"A prompt designed to analyze a codebase and generate comprehensive Markdown documentation tailored for executive, technical, product, and business audiences. It guides an AI to extract high-level system purpose, architecture, key components, workflows, product features, business domains, and limitations, producing an onboarding and discovery document suitable for both technical and non-technical stakeholders.","author":"Valdecir Carvalho","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/write-dev-docs","taskName":"Developer docs","hay":"multi-audience application discovery & documentation prompt a prompt designed to analyze a codebase and generate comprehensive markdown documentation tailored for executive, technical, product, and business audiences. it guides an ai to extract high-level system purpose, architecture, key components, workflows, product features, business domains, and limitations, producing an onboarding and discovery document suitable for both technical and non-technical stakeholders. multi-audience-application-discovery-documentation-prompt coding "},{"slug":"museum-steps-full-body-cultural","kind":"prompt","name":"Museum Steps (full-body, cultural)","tagline":"This prompt creates a detailed, structured description for generating an artistic and realistic full-body portrait. The subject is a Turkish-looking adult woman with an artsy vibe, seated on museum steps. The prompt includes specific instructions for subject appearance, pose, setting, camera, lighting, mood, style, and technical details to achieve a photoreal editorial lifestyle image. Constraints ensure a natural and professional outcome without logos or watermarks.","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"museum steps (full-body, cultural) this prompt creates a detailed, structured description for generating an artistic and realistic full-body portrait. the subject is a turkish-looking adult woman with an artsy vibe, seated on museum steps. the prompt includes specific instructions for subject appearance, pose, setting, camera, lighting, mood, style, and technical details to achieve a photoreal editorial lifestyle image. constraints ensure a natural and professional outcome without logos or watermarks. museum-steps-full-body-cultural creator "},{"slug":"narrative-momentum-prediction-engine","kind":"prompt","name":"Narrative momentum prediction engine","tagline":"Analyze and predict the momentum of financial narratives across media, social discourse, and executive communications to leverage marketing strategies.","author":"michael.727","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"narrative momentum prediction engine analyze and predict the momentum of financial narratives across media, social discourse, and executive communications to leverage marketing strategies. narrative-momentum-prediction-engine marketing "},{"slug":"national-architecture-dioramas","kind":"prompt","name":"National architecture dioramas","tagline":"“Create an isometric miniature 3D diorama representing the iconic architecture of ${country_name} through ${famous_structure}.","author":"Semih Kışlar","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"national architecture dioramas “create an isometric miniature 3d diorama representing the iconic architecture of ${country_name} through ${famous_structure}. national-architecture-dioramas creator "},{"slug":"nbx","kind":"prompt","name":"Nbx","tagline":"Meta","author":"David Riggs","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"nbx meta nbx data & ai "},{"slug":"neon-silence","kind":"prompt","name":"Neon silence","tagline":"\"task\": \"styletransferportraitposter\",","author":"Kyllimir","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"neon silence \"task\": \"styletransferportraitposter\", neon-silence creator "},{"slug":"networking-engineer-portfolio-website","kind":"prompt","name":"Networking engineer portfolio website","tagline":"Create a professional and personalized portfolio website for a networking engineer to showcase skills, projects, and experience.","author":"AliHusham144","license":"CC0-1.0","stars":170933,"dept":"finance","deptName":"Finance","task":"finance/trade-model","taskName":"Trading models","hay":"networking engineer portfolio website create a professional and personalized portfolio website for a networking engineer to showcase skills, projects, and experience. networking-engineer-portfolio-website business & ops "},{"slug":"nextjs-specialized-front-end-developer","kind":"prompt","name":"Next.js Specialized Front-End Developer","tagline":"Act as a specialized front-end developer with expertise in Next.js, focusing on building dynamic and efficient web applications.","author":"nedirbu","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/web-framework","taskName":"Web frameworks","hay":"next.js specialized front-end developer act as a specialized front-end developer with expertise in next.js, focusing on building dynamic and efficient web applications. nextjs-specialized-front-end-developer coding "},{"slug":"nightclub-booth-flash-half-body-party-candids","kind":"prompt","name":"Nightclub Booth Flash (half-body, party candids)","tagline":"This prompt generates a photorealistic half-body portrait of a young adult woman in a nightclub setting. The subject is depicted with specific attributes such as dark brown hair, trendy black clothing, and silver hoop jewelry, captured in a candid, nightlife atmosphere. The prompt emphasizes a fun and confident mood, using realistic lighting and camera settings to create an energetic nightlife scene. Constraints include no logos, watermarks, or identifiable faces in the background.","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"nightclub booth flash (half-body, party candids) this prompt generates a photorealistic half-body portrait of a young adult woman in a nightclub setting. the subject is depicted with specific attributes such as dark brown hair, trendy black clothing, and silver hoop jewelry, captured in a candid, nightlife atmosphere. the prompt emphasizes a fun and confident mood, using realistic lighting and camera settings to create an energetic nightlife scene. constraints include no logos, watermarks, or identifiable faces in the background. nightclub-booth-flash-half-body-party-candids creator "},{"slug":"nightclub-mirror-selfie","kind":"prompt","name":"Nightclub mirror selfie","tagline":"A high-energy mirror selfie captured inside a nightclub bathroom in Istanbul, illuminated by a strong iPhone flash reflected in the mirror. The scene conveys an authentic late-night atmospher.","author":"Mete","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"nightclub mirror selfie a high-energy mirror selfie captured inside a nightclub bathroom in istanbul, illuminated by a strong iphone flash reflected in the mirror. the scene conveys an authentic late-night atmospher. nightclub-mirror-selfie creator "},{"slug":"nightlife-candid-flash-photography","kind":"prompt","name":"Nightlife candid flash photography","tagline":"Capture a candid nightlife moment with a high-angle, harsh direct-flash photograph. The scene features a young woman in a dim outdoor pub, exuding a raw, gritty Y2K vibe. The prompt guides you to create an authentic snapshot with telephoto compression, natural facial proportions, and realistic textures. Perfect for generating high-realism images with minimal stylization, focusing on streetwear nightlife energy.","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"nightlife candid flash photography capture a candid nightlife moment with a high-angle, harsh direct-flash photograph. the scene features a young woman in a dim outdoor pub, exuding a raw, gritty y2k vibe. the prompt guides you to create an authentic snapshot with telephoto compression, natural facial proportions, and realistic textures. perfect for generating high-realism images with minimal stylization, focusing on streetwear nightlife energy. nightlife-candid-flash-photography creator "},{"slug":"nostalgic-road-trip-atmospheric-35mm-film-photograph-prompt","kind":"prompt","name":"Nostalgic road trip atmospheric 35mm film photograph prompt","tagline":"This prompt guides you in creating a nostalgic and atmospheric 35mm film photograph from a driver's perspective. Capture the essence of a rainy road trip with warm lens flare and a melancholic, cinematic feel. Use this to train AI models to replicate analog film aesthetics and atmospheric lighting conditions.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"nostalgic road trip atmospheric 35mm film photograph prompt this prompt guides you in creating a nostalgic and atmospheric 35mm film photograph from a driver's perspective. capture the essence of a rainy road trip with warm lens flare and a melancholic, cinematic feel. use this to train ai models to replicate analog film aesthetics and atmospheric lighting conditions. nostalgic-road-trip-atmospheric-35mm-film-photograph-prompt creator "},{"slug":"oceans-eleven-movie-poster-illustration","kind":"prompt","name":"Ocean’s Eleven Movie Poster Illustration","tagline":"Create a cinematic and highly detailed illustration of a Las Vegas casino heist at night. The image captures a wide-angle perspective with neon-lit skyline, silhouetted figures, and a mysterious atmosphere, showcasing intricate details and dramatic lighting.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"ocean’s eleven movie poster illustration create a cinematic and highly detailed illustration of a las vegas casino heist at night. the image captures a wide-angle perspective with neon-lit skyline, silhouetted figures, and a mysterious atmosphere, showcasing intricate details and dramatic lighting. oceans-eleven-movie-poster-illustration creator "},{"slug":"personal-form-builder-app-design","kind":"prompt","name":"Personal form builder app design","tagline":"Design a personal form builder app similar to JotForm, focusing on ease of use, modularity, and customization.","author":"Joel Springer","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"personal form builder app design design a personal form builder app similar to jotform, focusing on ease of use, modularity, and customization. personal-form-builder-app-design design & ui "},{"slug":"photo-to-isometric-reality-slice-generator","kind":"prompt","name":"Photo-to-Isometric: Reality Slice Generator","tagline":"Transforms any uploaded architectural image into a photorealistic, floating isometric city block. It analyzes the source to preserve original style, lighting, and details, converting the scene into a high-end miniature maquette on a pure white background.","author":"Mehmet Altuğ Akgül","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"photo-to-isometric: reality slice generator transforms any uploaded architectural image into a photorealistic, floating isometric city block. it analyzes the source to preserve original style, lighting, and details, converting the scene into a high-end miniature maquette on a pure white background. photo-to-isometric-reality-slice-generator creator "},{"slug":"photorealistic-4k-reference-image-enhancement","kind":"prompt","name":"Photorealistic 4k reference image enhancement","tagline":"A precision-focused prompt for enhancing a reference image to ultra-high-resolution 4K while preserving the original identity, facial structure, pose, lighting, colors, clothing, and background exactly as they are. It improves clarity, texture, detail, sharpness, and noise reduction without stylization, reshaping, or altering the source image.","author":"Semih Kışlar","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"photorealistic 4k reference image enhancement a precision-focused prompt for enhancing a reference image to ultra-high-resolution 4k while preserving the original identity, facial structure, pose, lighting, colors, clothing, and background exactly as they are. it improves clarity, texture, detail, sharpness, and noise reduction without stylization, reshaping, or altering the source image. photorealistic-4k-reference-image-enhancement creator "},{"slug":"photorealistic-alpine-village","kind":"prompt","name":"Photorealistic alpine village","tagline":"Scenic alpine village on the edge of a serene turquoise lake, (charming European architecture:1.2) with terracotta-tiled roofs, classic Swiss-style buildings, a","author":"Yasin Y.","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"photorealistic alpine village scenic alpine village on the edge of a serene turquoise lake, (charming european architecture:1.2) with terracotta-tiled roofs, classic swiss-style buildings, a photorealistic-alpine-village creator "},{"slug":"photorealistic-image-prompt-for-fashion-and-environment","kind":"prompt","name":"Photorealistic image prompt for fashion and environment","tagline":"\"type\": \"Adult woman (21+) matching the reference image identity\",","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"photorealistic image prompt for fashion and environment \"type\": \"adult woman (21+) matching the reference image identity\", photorealistic-image-prompt-for-fashion-and-environment creator "},{"slug":"photorealistic-webcam-bedroom-scene-prompt","kind":"prompt","name":"Photorealistic webcam bedroom scene prompt","tagline":"This prompt provides a detailed photorealistic description for generating a webcam-style bedroom scene captured through a laptop screen. It focuses on a young woman in a relaxed, candid moment, lying on a bed and using her smartphone, with emphasis on natural posture, subtle facial expression, and cozy indoor styling. The setup includes a MacBook Photo Booth-style interface, visible UI elements, and screen-based framing to replicate an authentic digital capture.","author":"Mete","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"photorealistic webcam bedroom scene prompt this prompt provides a detailed photorealistic description for generating a webcam-style bedroom scene captured through a laptop screen. it focuses on a young woman in a relaxed, candid moment, lying on a bed and using her smartphone, with emphasis on natural posture, subtle facial expression, and cozy indoor styling. the setup includes a macbook photo booth-style interface, visible ui elements, and screen-based framing to replicate an authentic digital capture. photorealistic-webcam-bedroom-scene-prompt creator "},{"slug":"pina-colada-cocktail","kind":"prompt","name":"Pina colada cocktail","tagline":"Cinematic vertical smartphone video, portrait orientation, centered composition with strong top and bottom headroom.","author":"Umut topçuoğlu","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"pina colada cocktail cinematic vertical smartphone video, portrait orientation, centered composition with strong top and bottom headroom. pina-colada-cocktail creator "},{"slug":"pitchside-tunnel-moment-with-your-favorite-footballer","kind":"prompt","name":"Pitchside tunnel moment with your favorite footballer","tagline":"Upload your photo, type the footballer’s name, and choose a team for the jersey they hold. The scene is generated in front of the stands filled with the footballer’s supporters, while the held jersey stays consistent with your selected team’s official colors and design.","author":"Semih Kışlar","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"pitchside tunnel moment with your favorite footballer upload your photo, type the footballer’s name, and choose a team for the jersey they hold. the scene is generated in front of the stands filled with the footballer’s supporters, while the held jersey stays consistent with your selected team’s official colors and design. pitchside-tunnel-moment-with-your-favorite-footballer creator "},{"slug":"pixar-style-family-wallpaper-prompt","kind":"prompt","name":"Pixar style family wallpaper prompt","tagline":"Warm Pixar-style 3D wallpaper prompt for happy family of three playfully peeking from behind a wall, with a cute tabby cat below. Designed for vertical phone wallpapers, it keeps a soft pastel palette, expressive faces, cozy lighting, and a charming family-friendly mood while preserving hair color, facial traits, and a sweet, stylized resemblance to the reference photo.","author":"Umut can YILDIZ","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"pixar style family wallpaper prompt warm pixar-style 3d wallpaper prompt for happy family of three playfully peeking from behind a wall, with a cute tabby cat below. designed for vertical phone wallpapers, it keeps a soft pastel palette, expressive faces, cozy lighting, and a charming family-friendly mood while preserving hair color, facial traits, and a sweet, stylized resemblance to the reference photo. pixar-style-family-wallpaper-prompt creator "},{"slug":"pixel-dissolve-minimalist-3d-food-transformation","kind":"prompt","name":"Pixel Dissolve: Minimalist 3D Food Transformation","tagline":"This visual captures a single food item within a minimalist composition, freezing the moment where reality transitions into digital abstraction. One half of the object remains intact and natural, while the other dissolves into large, floating 3D pixel cubes drifting outward. Each cube reveals the food’s texture, colors, and ingredients, blending hyperrealism with clean geometric aesthetics.","author":"Semih Kışlar","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"pixel dissolve: minimalist 3d food transformation this visual captures a single food item within a minimalist composition, freezing the moment where reality transitions into digital abstraction. one half of the object remains intact and natural, while the other dissolves into large, floating 3d pixel cubes drifting outward. each cube reveals the food’s texture, colors, and ingredients, blending hyperrealism with clean geometric aesthetics. pixel-dissolve-minimalist-3d-food-transformation creator "},{"slug":"plant-bouquet-warm-lamp-your-example-vibe-adult-safe","kind":"prompt","name":"Plant Bouquet Warm Lamp (your example vibe, adult-safe)","tagline":"This prompt generates a detailed and photorealistic description of a portrait featuring an adult woman in an indoor plant corner. The scene is characterized by natural lighting, warm tones, and intricate details, including the subject's appearance, clothing, pose, and setting. The prompt ensures the final image is suitable for adult audiences and excludes any text or logos.","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"plant bouquet warm lamp (your example vibe, adult-safe) this prompt generates a detailed and photorealistic description of a portrait featuring an adult woman in an indoor plant corner. the scene is characterized by natural lighting, warm tones, and intricate details, including the subject's appearance, clothing, pose, and setting. the prompt ensures the final image is suitable for adult audiences and excludes any text or logos. plant-bouquet-warm-lamp-your-example-vibe-adult-safe creator "},{"slug":"playful-cat-ear-flash-portrait","kind":"prompt","name":"Playful cat ear flash portrait","tagline":"Generates a photorealistic, vertical 3:4 medium close-up of a young woman in a playful, flirty cat-inspired look. She wears a white corset and fluffy cat-ear headband, with delicate drawn-on cat nose and whiskers. Lit by direct flash against a nighttime garden with warm fairy light bokeh, it captures a spontaneous, chic Halloween aesthetic with glossy nails, voluminous waves, and sharp 8K iPhone clarity, preserving exact facial features.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"playful cat ear flash portrait generates a photorealistic, vertical 3:4 medium close-up of a young woman in a playful, flirty cat-inspired look. she wears a white corset and fluffy cat-ear headband, with delicate drawn-on cat nose and whiskers. lit by direct flash against a nighttime garden with warm fairy light bokeh, it captures a spontaneous, chic halloween aesthetic with glossy nails, voluminous waves, and sharp 8k iphone clarity, preserving exact facial features. playful-cat-ear-flash-portrait creator "},{"slug":"pomodoro-timer","kind":"prompt","name":"Pomodoro timer","tagline":"Create a comprehensive pomodoro timer app","author":"Fatih Kadir Akın","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"pomodoro timer create a comprehensive pomodoro timer app pomodoro-timer coding "},{"slug":"portrait","kind":"prompt","name":"Portrait","tagline":"NEW YORK HAIR-FASHION PORTRAIT","author":"Jignesh Pancholi","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"portrait new york hair-fashion portrait portrait creator "},{"slug":"power-in-the-shadows","kind":"prompt","name":"Power in the shadows","tagline":"A cinematic film noir portrait blending mystery, authority, and timeless elegance. Dramatic lighting, smoky atmosphere, and refined styling create a powerful character moment straight out of a classic thriller.","author":"Semih Kışlar","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"power in the shadows a cinematic film noir portrait blending mystery, authority, and timeless elegance. dramatic lighting, smoky atmosphere, and refined styling create a powerful character moment straight out of a classic thriller. power-in-the-shadows creator "},{"slug":"predictive-eye-tracking-heatmap-generator","kind":"prompt","name":"Predictive eye tracking heatmap generator","tagline":"Analyze UI screenshots with cognitive science rules. Simulate user eye movements based on NN g research, Gestalt principles, and cognitive load theory. Generate a visual heatmap overlay showing attention intensity. Red zones mark instant focus areas like faces and primary actions. Warm zones show secondary scanning paths. Cold zones reveal ignored regions. Output focuses only on a scientifically grounded heatmap image. (PS: This prompt works on Gemini)","author":"Ilker Ulusoy","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"predictive eye tracking heatmap generator analyze ui screenshots with cognitive science rules. simulate user eye movements based on nn g research, gestalt principles, and cognitive load theory. generate a visual heatmap overlay showing attention intensity. red zones mark instant focus areas like faces and primary actions. warm zones show secondary scanning paths. cold zones reveal ignored regions. output focuses only on a scientifically grounded heatmap image. (ps: this prompt works on gemini) predictive-eye-tracking-heatmap-generator coding "},{"slug":"preventive-health-report-clinical-evaluation-prompt","kind":"prompt","name":"Preventive health report clinical evaluation prompt","tagline":"A structured expert-role prompt designed to make an AI perform a comprehensive, clinically reasoned evaluation of a medical laboratory report. It enforces specialist-level analysis, standardized output formatting, risk prioritization, preventive health focus, and actionable recommendations, while communicating findings in clear patient-friendly language.","author":"Shikhar pratap singh","license":"CC0-1.0","stars":170933,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"preventive health report clinical evaluation prompt a structured expert-role prompt designed to make an ai perform a comprehensive, clinically reasoned evaluation of a medical laboratory report. it enforces specialist-level analysis, standardized output formatting, risk prioritization, preventive health focus, and actionable recommendations, while communicating findings in clear patient-friendly language. preventive-health-report-clinical-evaluation-prompt data & ai "},{"slug":"product-image-highlight-extraction","kind":"prompt","name":"Product image highlight extraction","tagline":"Extract key selling points from product images using AI analysis.","author":"饼干","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"product image highlight extraction extract key selling points from product images using ai analysis. product-image-highlight-extraction data & ai "},{"slug":"product-infographic","kind":"prompt","name":"Product infographic","tagline":"Create a premium minimalist industrial-design infographic for ${product}.","author":"mefisto","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"product infographic create a premium minimalist industrial-design infographic for ${product}. product-infographic creator "},{"slug":"professional-badge-photo-ready-to-use","kind":"prompt","name":"Professional Badge Photo, Ready to Use","tagline":"Creates a clean, high-resolution badge photo with soft even lighting, a plain solid background, and a corporate outfit, ready for internal tools and profiles.","author":"Semih Kışlar","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"professional badge photo, ready to use creates a clean, high-resolution badge photo with soft even lighting, a plain solid background, and a corporate outfit, ready for internal tools and profiles. professional-badge-photo-ready-to-use creator "},{"slug":"professional-full-stack-developer-for-network-mapping-monitoring-application","kind":"prompt","name":"Professional Full-Stack Developer for Network Mapping & Monitoring Application","tagline":"Act as a professional full-stack developer tasked with building a web application for mapping and monitoring networks using Mikrotik Netwatch API. Implement multi-user role-based management to handle devices, monitor their status, and manage user subscriptions.","author":"Yohanes Farly Rakinaung","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"professional full-stack developer for network mapping & monitoring application act as a professional full-stack developer tasked with building a web application for mapping and monitoring networks using mikrotik netwatch api. implement multi-user role-based management to handle devices, monitor their status, and manage user subscriptions. professional-full-stack-developer-for-network-mapping-monitoring-application coding "},{"slug":"professional-photo-restoration-expert","kind":"prompt","name":"Professional photo restoration expert","tagline":"High-precision conservative restoration and historical colorization of a degraded vintage photograph","author":"Pasquale Barbarisi","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/fix-image","taskName":"Image cleanup","hay":"professional photo restoration expert high-precision conservative restoration and historical colorization of a degraded vintage photograph professional-photo-restoration-expert creator "},{"slug":"prompt-for-humanizing-ai-text-english-version","kind":"prompt","name":"Prompt for Humanizing AI Text (English Version)","tagline":"### ROLE & OBJECTIVE You are a Senior Editor and Human Copywriter.","author":"Hazyshades","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"prompt for humanizing ai text (english version) ### role & objective you are a senior editor and human copywriter. prompt-for-humanizing-ai-text-english-version content & docs "},{"slug":"prompt-refiner","kind":"prompt","name":"Prompt refiner","tagline":"High-end Prompt Engineering & Prompt Refiner skill. Transforms raw or messy user requests into concise, token-efficient, high-performance master prompts for systems like GPT, Claude, and Gemini. Use when you want to optimize or redesign a prompt so it solves the problem reliably while minimizing tokens.","author":"Kiệt Nguyễn Tuấn","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"prompt refiner high-end prompt engineering & prompt refiner skill. transforms raw or messy user requests into concise, token-efficient, high-performance master prompts for systems like gpt, claude, and gemini. use when you want to optimize or redesign a prompt so it solves the problem reliably while minimizing tokens. prompt-refiner data & ai "},{"slug":"promptschat-promotional-video-using-remotion","kind":"prompt","name":"prompts.chat Promotional Video using Remotion","tagline":"This prompt guides the creation of a 30-second promotional video for prompts.chat using Remotion. It outlines the required assets, color themes, font styles, and scene structures to effectively showcase the platform's features and community. The prompt includes animation techniques and transitions to ensure a smooth, engaging viewing experience, emphasizing the platform's global reach and various prompt types available.","author":"Fatih Kadir Akın","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"prompts.chat promotional video using remotion this prompt guides the creation of a 30-second promotional video for prompts.chat using remotion. it outlines the required assets, color themes, font styles, and scene structures to effectively showcase the platform's features and community. the prompt includes animation techniques and transitions to ensure a smooth, engaging viewing experience, emphasizing the platform's global reach and various prompt types available. promptschat-promotional-video-using-remotion creator "},{"slug":"protocol-2084-the-alleyway-hack","kind":"prompt","name":"Protocol 2084: The Alleyway Hack","tagline":"A movie-quality snapshot of a dystopian future. Amidst the wet, debris-strewn streets, a netrunner urgently interacts with neural tech, capturing the tension of high-tech low-life society.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"protocol 2084: the alleyway hack a movie-quality snapshot of a dystopian future. amidst the wet, debris-strewn streets, a netrunner urgently interacts with neural tech, capturing the tension of high-tech low-life society. protocol-2084-the-alleyway-hack creator "},{"slug":"python-code-generator-clean-optimized-production-ready","kind":"prompt","name":"Python Code Generator — Clean, Optimized & Production-Ready","tagline":"A structured prompt for generating clean, production-ready Python code from scratch. Follows a confirm-first, design-then-build flow with PEP8 compliance, documented code, design decision transparency, usage examples, and a final blueprint summary card.","author":"Siva Sai Yadav Mudugandla","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"python code generator — clean, optimized & production-ready a structured prompt for generating clean, production-ready python code from scratch. follows a confirm-first, design-then-build flow with pep8 compliance, documented code, design decision transparency, usage examples, and a final blueprint summary card. python-code-generator-clean-optimized-production-ready coding "},{"slug":"python-code-performance-quality-enhancer","kind":"prompt","name":"Python Code Performance & Quality Enhancer","tagline":"A structured prompt for reviewing and enhancing Python code across four dimensions — documentation quality, PEP8 compliance, performance optimisation, and complexity analysis — delivered in a clear audit-first, fix-second flow with a final summary card.","author":"Siva Sai Yadav Mudugandla","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"python code performance & quality enhancer a structured prompt for reviewing and enhancing python code across four dimensions — documentation quality, pep8 compliance, performance optimisation, and complexity analysis — delivered in a clear audit-first, fix-second flow with a final summary card. python-code-performance-quality-enhancer coding "},{"slug":"quiet-luxury-poolside-lifestyle","kind":"prompt","name":"Quiet luxury poolside lifestyle","tagline":"Generates a photorealistic, vertical 3:4 high-angle portrait of a tanned woman relaxing on a glossy watermelon swim ring in a luxury resort pool. She wears a minimalist white and brown one-piece swimsuit and dark sunglasses. Bathed in bright sunlight with realistic water caustics and droplets, it captures an elegant \"Old Money\" summer aesthetic with sharp 8K Sony A7R IV clarity.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"quiet luxury poolside lifestyle generates a photorealistic, vertical 3:4 high-angle portrait of a tanned woman relaxing on a glossy watermelon swim ring in a luxury resort pool. she wears a minimalist white and brown one-piece swimsuit and dark sunglasses. bathed in bright sunlight with realistic water caustics and droplets, it captures an elegant \"old money\" summer aesthetic with sharp 8k sony a7r iv clarity. quiet-luxury-poolside-lifestyle creator "},{"slug":"rainy-season-college-moodboard-6-frame-scrapbook-collage","kind":"prompt","name":"Rainy season college moodboard 6 frame scrapbook collage","tagline":"This is a 6 photos in 1 collage. All photos are of the same person wearing a pink shirt and white pants in the rain on a college campus. One standing in rain, one walking with umbrella, one near pink flowers, one touching rain with hand, one sitting on a bench, one standing on a wet road.","author":"Aleena Maya","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"rainy season college moodboard 6 frame scrapbook collage this is a 6 photos in 1 collage. all photos are of the same person wearing a pink shirt and white pants in the rain on a college campus. one standing in rain, one walking with umbrella, one near pink flowers, one touching rain with hand, one sitting on a bench, one standing on a wet road. rainy-season-college-moodboard-6-frame-scrapbook-collage creator "},{"slug":"rainy-umbrella-street-full-body","kind":"prompt","name":"Rainy Umbrella Street (full-body)","tagline":"This prompt generates a detailed and photorealistic full-body image of an adult Turkish-looking woman walking on a rainy city street. The scene is set at dusk, capturing a moody and cinematic atmosphere with reflections and streetlight bokeh. The image emphasizes realistic textures, lighting, and expressions, ensuring a vivid representation of the subject amid a bustling urban environment.","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"rainy umbrella street (full-body) this prompt generates a detailed and photorealistic full-body image of an adult turkish-looking woman walking on a rainy city street. the scene is set at dusk, capturing a moody and cinematic atmosphere with reflections and streetlight bokeh. the image emphasizes realistic textures, lighting, and expressions, ensuring a vivid representation of the subject amid a bustling urban environment. rainy-umbrella-street-full-body creator "},{"slug":"rapid-prototyper","kind":"prompt","name":"Rapid prototyper","tagline":"Act as an elite rapid prototyping specialist who excels at transforming ideas into functional applications at breakneck speed. Your expertise spans modern web frameworks, mobile development, API integration, and trending technologies. You embody the studio's philosophy of shipping fast and iterating based on real user feedback.","author":"Ersin Yılmaz","license":"CC0-1.0","stars":170933,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"rapid prototyper act as an elite rapid prototyping specialist who excels at transforming ideas into functional applications at breakneck speed. your expertise spans modern web frameworks, mobile development, api integration, and trending technologies. you embody the studio's philosophy of shipping fast and iterating based on real user feedback. rapid-prototyper business & ops "},{"slug":"realistic-amateur-phone-photo-with-whatsapp-chat","kind":"prompt","name":"Realistic amateur phone photo with whatsapp chat","tagline":"Create a realistic, poorly taken amateur photo of a physical smartphone showing a WhatsApp chat on its screen.","author":"Fatih Kadir Akın","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"realistic amateur phone photo with whatsapp chat create a realistic, poorly taken amateur photo of a physical smartphone showing a whatsapp chat on its screen. realistic-amateur-phone-photo-with-whatsapp-chat creator "},{"slug":"realistic-food-image-generator","kind":"prompt","name":"Realistic food image generator","tagline":"This prompt generates ultra-realistic food images designed for real restaurant use, including menus, delivery platforms, and promotional materials. It follows professional food photography standards with natural lighting, realistic textures, and clean plating. Only the food name is required, making it easy to reuse across full menus while maintaining consistent, trustworthy visuals.","author":"Eren Özkul","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"realistic food image generator this prompt generates ultra-realistic food images designed for real restaurant use, including menus, delivery platforms, and promotional materials. it follows professional food photography standards with natural lighting, realistic textures, and clean plating. only the food name is required, making it easy to reuse across full menus while maintaining consistent, trustworthy visuals. realistic-food-image-generator creator "},{"slug":"realistic-mirror-selfie-image-prompt","kind":"prompt","name":"Realistic mirror selfie image prompt","tagline":"Realistic Mirror-Selfie Image Prompt For Linkedin or sth","author":"Dogukan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"realistic mirror selfie image prompt realistic mirror-selfie image prompt for linkedin or sth realistic-mirror-selfie-image-prompt creator "},{"slug":"realistic-night-sky-portrait","kind":"prompt","name":"Realistic night sky portrait","tagline":"Create a highly detailed and realistic image of the night sky in portrait orientation. The image should be aesthetic, eye-catching, and convey a sense of realism without any cartoonish or animated elements.","author":"VIJAY KUMAR SAHANI","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"realistic night sky portrait create a highly detailed and realistic image of the night sky in portrait orientation. the image should be aesthetic, eye-catching, and convey a sense of realism without any cartoonish or animated elements. realistic-night-sky-portrait creator "},{"slug":"regex-generator","kind":"prompt","name":"Regex generator","tagline":"Generate regular expressions for matching specific patterns in text, providing them in an easily usable format without explanations. Customize the pattern using variables for flexibility.","author":"Ersin Yılmaz","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"regex generator generate regular expressions for matching specific patterns in text, providing them in an easily usable format without explanations. customize the pattern using variables for flexibility. regex-generator coding "},{"slug":"removal","kind":"prompt","name":"Remotion","tagline":"Create stunning videos with Remotion.","author":"semih","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"remotion create stunning videos with remotion. removal creator "},{"slug":"removing-visual-noise-in-the-neural-networks-response","kind":"prompt","name":"Removing visual noise in the neural network's response","tagline":"The prompt cleans the text of frames, garbage characters, and encoding errors, leaving only the readable essence.","author":"Mahesh Naidu","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"removing visual noise in the neural network's response the prompt cleans the text of frames, garbage characters, and encoding errors, leaving only the readable essence. removing-visual-noise-in-the-neural-networks-response content & docs "},{"slug":"repository-security-architecture-audit-framework","kind":"prompt","name":"Repository Security & Architecture Audit Framework","tagline":"Research-backed repository audit workflow covering OWASP Top 10, SOLID principles, DORA metrics, and Google SRE production readiness criteria as knowledge anchors. Generated by prompt-forge.","author":"Ceyhun Enki Aksan (ceaksan)","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"repository security & architecture audit framework research-backed repository audit workflow covering owasp top 10, solid principles, dora metrics, and google sre production readiness criteria as knowledge anchors. generated by prompt-forge. repository-security-architecture-audit-framework infrastructure & ops "},{"slug":"research-methodology-design-for-health-literacy-and-medication-adherence-in-aotearoa-new-zealand","kind":"prompt","name":"Research methodology design for health literacy and medication adherence in aotearoa new zealand","tagline":"Explore the methodological design for researching health literacy and its impact on medication adherence among adults with chronic diseases in Aotearoa New Zealand.","author":"Anjani Varsha","license":"CC0-1.0","stars":170933,"dept":"product","deptName":"Product","task":"product/deep-research","taskName":"Deep research","hay":"research methodology design for health literacy and medication adherence in aotearoa new zealand explore the methodological design for researching health literacy and its impact on medication adherence among adults with chronic diseases in aotearoa new zealand. research-methodology-design-for-health-literacy-and-medication-adherence-in-aotearoa-new-zealand business & ops "},{"slug":"research-nrinro-account-services-in-india","kind":"prompt","name":"Research NRI/NRO Account Services in India","tagline":"Guide to researching and comparing NRI/NRO account services offered by different banks in India, focusing on benefits and helping users choose the best option.","author":"aws pathik","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"research nri/nro account services in india guide to researching and comparing nri/nro account services offered by different banks in india, focusing on benefits and helping users choose the best option. research-nrinro-account-services-in-india data & ai "},{"slug":"restaurant-candle-close-up-intimate-not-explicit","kind":"prompt","name":"Restaurant Candle Close-up (intimate, not explicit)","tagline":"This prompt generates a detailed, photorealistic portrait of an adult woman in a candlelit restaurant setting, highlighting intimate and elegant features. It specifies demographics, pose, setting, camera details, and lighting to create a warm, cinematic atmosphere. Constraints ensure the image is realistic and avoids artificial elements.","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"restaurant candle close-up (intimate, not explicit) this prompt generates a detailed, photorealistic portrait of an adult woman in a candlelit restaurant setting, highlighting intimate and elegant features. it specifies demographics, pose, setting, camera details, and lighting to create a warm, cinematic atmosphere. constraints ensure the image is realistic and avoids artificial elements. restaurant-candle-close-up-intimate-not-explicit creator "},{"slug":"rick-and-morty","kind":"prompt","name":"Rick and morty","tagline":"Reimagine the scene as a 'Rick and Morty' TV show screenshot","author":"Prompt Banana","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"rick and morty reimagine the scene as a 'rick and morty' tv show screenshot rick-and-morty creator "},{"slug":"rip-mckinsey-here-are-10-prompts-to-replace-expensive-business-consultants","kind":"prompt","name":"RIP McKinsey: Here are 10 prompts to replace expensive business consultants","tagline":"\"RIP McKinsey: Here are 10 prompts to replace expensive business consultants.\" focuses on using AI to handle strategic business tasks. RIP McKinsey. Here are 10 prompts to replace expensive business consultants: 1. SWOT Analysis 2. Market Entry Strategy 3. Cost Optimization 4. Growth Hacking 5. Competitive Intelligence 6. Product-Market Fit Evaluation 7. Brand Positioning 8. Risk Management 9. Sales Funnel Optimization 10. Strategic Vision & Roadmap","author":"naseeb-ali-A","license":"CC0-1.0","stars":170933,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"rip mckinsey: here are 10 prompts to replace expensive business consultants \"rip mckinsey: here are 10 prompts to replace expensive business consultants.\" focuses on using ai to handle strategic business tasks. rip mckinsey. here are 10 prompts to replace expensive business consultants: 1. swot analysis 2. market entry strategy 3. cost optimization 4. growth hacking 5. competitive intelligence 6. product-market fit evaluation 7. brand positioning 8. risk management 9. sales funnel optimization 10. strategic vision & roadmap rip-mckinsey-here-are-10-prompts-to-replace-expensive-business-consultants marketing "},{"slug":"romantic-evening-caf-portrait","kind":"prompt","name":"Romantic Evening Café Portrait","tagline":"Generates a photorealistic, vertical 3:4 medium close-up of a young woman at a cozy evening café, preserving exact facial features. She wears a black cardigan and layered gold jewelry with soft glam makeup. Bathed in warm light with a glowing red-orange backlight, she smiles softly. A navy coffee cup rests on a green marble table, set against a blurred background of tropical leaves, rendered in sharp 8K iPhone 16 Pro Max quality.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"romantic evening café portrait generates a photorealistic, vertical 3:4 medium close-up of a young woman at a cozy evening café, preserving exact facial features. she wears a black cardigan and layered gold jewelry with soft glam makeup. bathed in warm light with a glowing red-orange backlight, she smiles softly. a navy coffee cup rests on a green marble table, set against a blurred background of tropical leaves, rendered in sharp 8k iphone 16 pro max quality. romantic-evening-caf-portrait creator "},{"slug":"rooftop-lifestyle-portrait-prompt","kind":"prompt","name":"Rooftop lifestyle portrait prompt","tagline":"This prompt provides a detailed photorealistic description for generating a natural, candid lifestyle portrait of a young female subject in an outdoor urban setting. It captures key elements such as physical appearance, posture, facial expression, and wardrobe, along with environmental context including a sunlit rooftop terrace, surrounding architecture, and atmospheric details.","author":"Mete","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"rooftop lifestyle portrait prompt this prompt provides a detailed photorealistic description for generating a natural, candid lifestyle portrait of a young female subject in an outdoor urban setting. it captures key elements such as physical appearance, posture, facial expression, and wardrobe, along with environmental context including a sunlit rooftop terrace, surrounding architecture, and atmospheric details. rooftop-lifestyle-portrait-prompt creator "},{"slug":"saas-landing-page-builder","kind":"prompt","name":"SAAS landing page builder","tagline":"Generate a high-converting landing page for your SaaS product, tailored to your target audience and goals.","author":"İlyas  Akkuş","license":"CC0-1.0","stars":170933,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"saas landing page builder generate a high-converting landing page for your saas product, tailored to your target audience and goals. saas-landing-page-builder coding "},{"slug":"scientific-drawing-assistant","kind":"prompt","name":"Scientific drawing assistant","tagline":"A prompt to assist researchers in creating detailed and accurate scientific illustrations.","author":"Xpropel","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"scientific drawing assistant a prompt to assist researchers in creating detailed and accurate scientific illustrations. scientific-drawing-assistant science "},{"slug":"second-opinion","kind":"prompt","name":"Second opinion","tagline":"Second Opinion from Codex and Gemini CLI for Claude Code","author":"Ilker Ulusoy","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"second opinion second opinion from codex and gemini cli for claude code second-opinion coding "},{"slug":"seinen-manga-masterpiece-transformation","kind":"prompt","name":"Seinen manga masterpiece transformation","tagline":"Transform an uploaded image into a highly detailed black and white seinen manga illustration, preserving the original subject's identity and facial likeness with precision. The prompt focuses on maintaining the exact features and characteristics while applying a master-level manga art style.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"seinen manga masterpiece transformation transform an uploaded image into a highly detailed black and white seinen manga illustration, preserving the original subject's identity and facial likeness with precision. the prompt focuses on maintaining the exact features and characteristics while applying a master-level manga art style. seinen-manga-masterpiece-transformation creator "},{"slug":"senior-academic-advisor","kind":"prompt","name":"Senior academic advisor","tagline":"Act as a senior research associate in academia, assisting your PhD student in preparing a scientific paper for publication.","author":"Turhan Can Kargın","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"senior academic advisor act as a senior research associate in academia, assisting your phd student in preparing a scientific paper for publication. senior-academic-advisor content & docs "},{"slug":"serene-autumn-lakeside-illustration","kind":"prompt","name":"Serene autumn lakeside illustration","tagline":"A digital art prompt for creating a serene autumn lakeside scene. The illustration features a lone fisherman on a rocky shore, surrounded by vibrant autumn trees reflecting in a tranquil lake. The composition balances the fisherman on the left with the colorful trees on the right, evoking a peaceful and contemplative mood in a minimalist style.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"serene autumn lakeside illustration a digital art prompt for creating a serene autumn lakeside scene. the illustration features a lone fisherman on a rocky shore, surrounded by vibrant autumn trees reflecting in a tranquil lake. the composition balances the fisherman on the left with the colorful trees on the right, evoking a peaceful and contemplative mood in a minimalist style. serene-autumn-lakeside-illustration creator "},{"slug":"serene-mirror-selfie-portrait-in-sunlit-bedroom","kind":"prompt","name":"Serene mirror selfie portrait in sunlit bedroom","tagline":"Create a detailed indoor lifestyle portrait with a mirror-selfie aesthetic, capturing a serene and intimate moment in a sunlit bedroom. The scene features a young adult with a feminine presentation, styled with minimal and natural aesthetics, seated comfortably on a bed. Utilize natural daylight to achieve a soft and realistic visual feel, focusing on photorealistic rendering with high fidelity texture and natural lighting gradients.","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"serene mirror selfie portrait in sunlit bedroom create a detailed indoor lifestyle portrait with a mirror-selfie aesthetic, capturing a serene and intimate moment in a sunlit bedroom. the scene features a young adult with a feminine presentation, styled with minimal and natural aesthetics, seated comfortably on a bed. utilize natural daylight to achieve a soft and realistic visual feel, focusing on photorealistic rendering with high fidelity texture and natural lighting gradients. serene-mirror-selfie-portrait-in-sunlit-bedroom creator "},{"slug":"shadows-of-the-blue-note","kind":"prompt","name":"Shadows of the blue note","tagline":"A tense, high-stakes meeting between a weary detective and a glamorous informant in a smoky 1950s jazz lounge.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"shadows of the blue note a tense, high-stakes meeting between a weary detective and a glamorous informant in a smoky 1950s jazz lounge. shadows-of-the-blue-note creator "},{"slug":"shadows-of-the-cold-war-the-1962-exchange","kind":"prompt","name":"Shadows of the Cold War: The 1962 Exchange","tagline":"A tense, clandestine meeting shrouded in thick river fog on an iron bridge. This cinematic medium close-up uses volumetric lighting to highlight the urgent handoff of a leather dossier between two spies, capturing the chilling atmosphere of the era with shallow depth of field.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"shadows of the cold war: the 1962 exchange a tense, clandestine meeting shrouded in thick river fog on an iron bridge. this cinematic medium close-up uses volumetric lighting to highlight the urgent handoff of a leather dossier between two spies, capturing the chilling atmosphere of the era with shallow depth of field. shadows-of-the-cold-war-the-1962-exchange creator "},{"slug":"shower-glass-silhouette","kind":"prompt","name":"Shower glass silhouette","tagline":"Create a black and white silhouette photo of a [SUBJECT]'s body [PART] touching shower glass","author":"magejosh","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"shower glass silhouette create a black and white silhouette photo of a [subject]'s body [part] touching shower glass shower-glass-silhouette creator "},{"slug":"sidebar-dashboard-design","kind":"prompt","name":"Sidebar dashboard design","tagline":"Develop a modern sidebar dashboard interface using HTML, CSS, and JavaScript, focusing on user experience and responsive design.","author":"furkan er","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"sidebar dashboard design develop a modern sidebar dashboard interface using html, css, and javascript, focusing on user experience and responsive design. sidebar-dashboard-design coding "},{"slug":"smart-rewriter-clarity-booster","kind":"prompt","name":"Smart Rewriter & Clarity Booster","tagline":"Rewrite any text to make it clearer, shorter, and easier to read","author":"Sezer İltekin","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"smart rewriter & clarity booster rewrite any text to make it clearer, shorter, and easier to read smart-rewriter-clarity-booster content & docs "},{"slug":"social-media-post-creator-for-recruitment","kind":"prompt","name":"Social media post creator for recruitment","tagline":"Generate engaging social media posts to advertise job vacancies for cleaners at a recruitment and manpower agency.","author":"fayaz fazi","license":"CC0-1.0","stars":170933,"dept":"marketing","deptName":"Marketing","task":"marketing/plan-marketing","taskName":"Marketing strategy","hay":"social media post creator for recruitment generate engaging social media posts to advertise job vacancies for cleaners at a recruitment and manpower agency. social-media-post-creator-for-recruitment marketing "},{"slug":"soft-glam-lounge-close-up","kind":"prompt","name":"Soft glam lounge close up","tagline":"Generates a photorealistic, vertical 3:4 close-up portrait of a young woman with voluminous wavy hair and soft glam makeup, playfully puckering her lips. She gracefully touches her cheek, wearing a fitted black top. Set against a beautifully blurred modern lounge background with warm bokeh, soft frontal lighting highlights her features. Captures a confident, flirtatious mood with sharp 8K iPhone 16 Pro Max clarity.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"soft glam lounge close up generates a photorealistic, vertical 3:4 close-up portrait of a young woman with voluminous wavy hair and soft glam makeup, playfully puckering her lips. she gracefully touches her cheek, wearing a fitted black top. set against a beautifully blurred modern lounge background with warm bokeh, soft frontal lighting highlights her features. captures a confident, flirtatious mood with sharp 8k iphone 16 pro max clarity. soft-glam-lounge-close-up creator "},{"slug":"sophisticated-car-interior-portrait","kind":"prompt","name":"Sophisticated car interior portrait","tagline":"Generates a photorealistic, vertical 3:4 medium close-up of a young woman seated in a luxury car interior. She wears a fitted sage green ruched dress with elegant daytime makeup featuring sharp cat-eye eyeliner. Her long silky hair cascades naturally as she poses relaxed with one hand behind her head. Soft diffused daylight illuminates the scene against a blurred dark leather interior, creating a sophisticated, cozy atmosphere with sharp 8K iPhone 16 Pro Max quality.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"sophisticated car interior portrait generates a photorealistic, vertical 3:4 medium close-up of a young woman seated in a luxury car interior. she wears a fitted sage green ruched dress with elegant daytime makeup featuring sharp cat-eye eyeliner. her long silky hair cascades naturally as she poses relaxed with one hand behind her head. soft diffused daylight illuminates the scene against a blurred dark leather interior, creating a sophisticated, cozy atmosphere with sharp 8k iphone 16 pro max quality. sophisticated-car-interior-portrait creator "},{"slug":"spotify-room-cinematic","kind":"prompt","name":"Spotify room cinematic","tagline":"Using the uploaded photo of the African boy as the base face, create a highly detailed, realistic image of him confidently and relaxedly sitting at the center o","author":"Hari Swai","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"spotify room cinematic using the uploaded photo of the african boy as the base face, create a highly detailed, realistic image of him confidently and relaxedly sitting at the center o spotify-room-cinematic creator "},{"slug":"sticker-image-generator","kind":"prompt","name":"Sticker image generator","tagline":"Generate a colorful sticker image with a transparent background, customizable text and icon, similar to Stickermule style.","author":"Fatih Kadir Akın","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"sticker image generator generate a colorful sticker image with a transparent background, customizable text and icon, similar to stickermule style. sticker-image-generator creator "},{"slug":"stock-analyser","kind":"prompt","name":"Stock analyser","tagline":"Analyses a Stock through a 360 degrees approach and scores the metric at each step.","author":"KUSHAL LUNKAD","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"stock analyser analyses a stock through a 360 degrees approach and scores the metric at each step. stock-analyser business & ops "},{"slug":"story-generator","kind":"prompt","name":"Story generator","tagline":"Generate a story.","author":"Fatih Kadir Akın","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"story generator generate a story. story-generator creator "},{"slug":"storyboard-grid","kind":"prompt","name":"Storyboard grid","tagline":"Create storyboard grids.","author":"semih","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"storyboard grid create storyboard grids. storyboard-grid creator "},{"slug":"stranded-in-time-the-victorian-travelers-panic","kind":"prompt","name":"Stranded in Time: The Victorian Traveler’s Panic","tagline":"An ultra-photorealistic, cinematic shot of a Victorian time traveler stuck in a misty Cretaceous jungle. Features intricate details like sweating skin, torn velvet, and a smoking brass chronometer, capturing a moment of high-stakes desperation with deep atmospheric lighting.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"stranded in time: the victorian traveler’s panic an ultra-photorealistic, cinematic shot of a victorian time traveler stuck in a misty cretaceous jungle. features intricate details like sweating skin, torn velvet, and a smoking brass chronometer, capturing a moment of high-stakes desperation with deep atmospheric lighting. stranded-in-time-the-victorian-travelers-panic creator "},{"slug":"stripe-payment-builder","kind":"prompt","name":"Stripe payment builder","tagline":"Act as a Stripe payment setup assistant. Configure payment options with variables for payment type and amount.","author":"Hector Verdugo","license":"CC0-1.0","stars":170933,"dept":"finance","deptName":"Finance","task":"finance/do-books","taskName":"Bookkeeping","hay":"stripe payment builder act as a stripe payment setup assistant. configure payment options with variables for payment type and amount. stripe-payment-builder business & ops "},{"slug":"structured-and-effective-learning-prompt","kind":"prompt","name":"Structured and effective learning prompt","tagline":"A structured and guided way to learn new subjects based on your current existing knowledge.","author":"Mikimano","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"structured and effective learning prompt a structured and guided way to learn new subjects based on your current existing knowledge. structured-and-effective-learning-prompt science "},{"slug":"studio-beauty-editorial-close-up-pro","kind":"prompt","name":"Studio Beauty Editorial (close-up, pro)","tagline":"Create a detailed studio beauty editorial close-up shot prompt. The prompt will include specific instructions on subject demographics, pose, setting, camera details, lighting, and mood to achieve a high-end beauty campaign feel. It will also define technical constraints and negative prompts to avoid unwanted elements.","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/plan-content","taskName":"Content planning","hay":"studio beauty editorial (close-up, pro) create a detailed studio beauty editorial close-up shot prompt. the prompt will include specific instructions on subject demographics, pose, setting, camera details, lighting, and mood to achieve a high-end beauty campaign feel. it will also define technical constraints and negative prompts to avoid unwanted elements. studio-beauty-editorial-close-up-pro creator "},{"slug":"studio-portrait-with-cinematic-lighting-and-bold-color-background","kind":"prompt","name":"Studio portrait with cinematic lighting and bold color background","tagline":"A professional studio-style portrait featuring a confident subject, captured with soft cinematic lighting and a smooth, vibrant background color. The image emphasizes sharp facial details, natural skin texture, and a modern, minimal aesthetic. Ideal for personal branding, tech profiles, speaker photos, and creative portfolios where a strong, polished presence is required.","author":"Semih Kışlar","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"studio portrait with cinematic lighting and bold color background a professional studio-style portrait featuring a confident subject, captured with soft cinematic lighting and a smooth, vibrant background color. the image emphasizes sharp facial details, natural skin texture, and a modern, minimal aesthetic. ideal for personal branding, tech profiles, speaker photos, and creative portfolios where a strong, polished presence is required. studio-portrait-with-cinematic-lighting-and-bold-color-background creator "},{"slug":"study-review-companion","kind":"prompt","name":"Study review companion","tagline":"This prompt assists you in reviewing study materials efficiently by summarizing key points, generating potential questions, and providing study tips.","author":"He","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"study review companion this prompt assists you in reviewing study materials efficiently by summarizing key points, generating potential questions, and providing study tips. study-review-companion science "},{"slug":"study-timer","kind":"prompt","name":"Study timer","tagline":"Develop a study timer application to enhance focus and productivity using structured time intervals.","author":"lihaoyu","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"study timer develop a study timer application to enhance focus and productivity using structured time intervals. study-timer science "},{"slug":"sun-kissed-tropical-beach-portrait","kind":"prompt","name":"Sun kissed tropical beach portrait","tagline":"Generates a photorealistic, high-angle candid vacation photo of a tanned, athletic man in his mid-50s relaxing on a white beach lounger. He features a salt-and-pepper beard, a Polynesian tattoo, and wears aviator sunglasses with bright yellow-orange swim shorts. Set against a vibrant tropical beach with turquoise water and canvas umbrellas under harsh midday sun, it captures a spontaneous, relaxed 4K selfie aesthetic with natural skin texture.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"sun kissed tropical beach portrait generates a photorealistic, high-angle candid vacation photo of a tanned, athletic man in his mid-50s relaxing on a white beach lounger. he features a salt-and-pepper beard, a polynesian tattoo, and wears aviator sunglasses with bright yellow-orange swim shorts. set against a vibrant tropical beach with turquoise water and canvas umbrellas under harsh midday sun, it captures a spontaneous, relaxed 4k selfie aesthetic with natural skin texture. sun-kissed-tropical-beach-portrait creator "},{"slug":"surreal-cgi-photography-hybrid-portrait","kind":"prompt","name":"Surreal cgi photography hybrid portrait","tagline":"\"prompttype\": \"Surreal CGI-Photography Hybrid Portrait\",","author":"furkan kaan akyüz","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"surreal cgi photography hybrid portrait \"prompttype\": \"surreal cgi-photography hybrid portrait\", surreal-cgi-photography-hybrid-portrait creator "},{"slug":"surreal-city-scene","kind":"prompt","name":"Surreal city scene","tagline":"Think of a weather/time of day and a City Name (ideally one with well known landmarks) to generate a surreal scene of it.","author":"magejosh","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"surreal city scene think of a weather/time of day and a city name (ideally one with well known landmarks) to generate a surreal scene of it. surreal-city-scene creator "},{"slug":"surreal-miniature-cityscape-with-giant-observer","kind":"prompt","name":"Surreal miniature cityscape with giant observer","tagline":"Create a surreal digital artwork featuring a giant woman observing a miniature cityscape. This prompt guides the creation of a hyper-detailed scene blending East Asian architecture with modern technology, set in a whimsical urban fantasy atmosphere. Ideal for concept art or a sci-fi/fantasy book cover.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"surreal miniature cityscape with giant observer create a surreal digital artwork featuring a giant woman observing a miniature cityscape. this prompt guides the creation of a hyper-detailed scene blending east asian architecture with modern technology, set in a whimsical urban fantasy atmosphere. ideal for concept art or a sci-fi/fantasy book cover. surreal-miniature-cityscape-with-giant-observer creator "},{"slug":"surrealist-painting-description-a-study-of-ren-magrittes-style","kind":"prompt","name":"Surrealist Painting Description: A Study of René Magritte's Style","tagline":"Explore the surrealist style of René Magritte through a detailed description of a painting. Analyze the use of colors, composition, mood, and narrative elements to understand the enigmatic and dreamlike quality of Magritte's work.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"surrealist painting description: a study of rené magritte's style explore the surrealist style of rené magritte through a detailed description of a painting. analyze the use of colors, composition, mood, and narrative elements to understand the enigmatic and dreamlike quality of magritte's work. surrealist-painting-description-a-study-of-ren-magrittes-style creator "},{"slug":"swot-analysis-for-political-risk-and-international-relations","kind":"prompt","name":"Swot analysis for political risk and international relations","tagline":"Act as a political analyst to perform SWOT analysis on political risks and international relations scenarios.","author":"YUSUF ERTUĞRAL","license":"CC0-1.0","stars":170933,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"swot analysis for political risk and international relations act as a political analyst to perform swot analysis on political risks and international relations scenarios. swot-analysis-for-political-risk-and-international-relations data & ai "},{"slug":"date-event-image-creation","kind":"prompt","name":"Tarih-olay- Görsel oluşturma","tagline":"Prompt Konum (location)ve tarih (date) kısmını siz gireceksiniz O tarihte o konumda olmuş önemli bir olayı (var ise) nano banana araştırıyor ve ona uygun bir görsel oluşturuyor","author":"Ali Aydınlı","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"tarih-olay- görsel oluşturma prompt konum (location)ve tarih (date) kısmını siz gireceksiniz o tarihte o konumda olmuş önemli bir olayı (var ise) nano banana araştırıyor ve ona uygun bir görsel oluşturuyor date-event-image-creation creator "},{"slug":"tattoo-studio-booking-web-app-development","kind":"prompt","name":"Tattoo studio booking web app development","tagline":"Guide to developing a modern web application for a tattoo studio, enabling users to book appointments with responsive design and a captivating UI.","author":"Mustafa Topcu","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"tattoo studio booking web app development guide to developing a modern web application for a tattoo studio, enabling users to book appointments with responsive design and a captivating ui. tattoo-studio-booking-web-app-development coding "},{"slug":"tech-desk-builder-half-body-cozy-monitor-glow","kind":"prompt","name":"Tech Desk “Builder” (half-body, cozy monitor glow)","tagline":"Create a photorealistic lifestyle portrait of a Turkish-looking adult woman, aged 21-29, with a creator vibe. The scene captures her in a cozy, late-night build session at her tech desk. She is seated half-body, engaging the camera with a relaxed, confident posture and a micro-smirk. The setting includes a minimal desk setup with warm and cool lighting blending from a desk lamp and monitor glow. The image focuses on realism with natural textures and imperfections, maintaining an atmosphere free","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"tech desk “builder” (half-body, cozy monitor glow) create a photorealistic lifestyle portrait of a turkish-looking adult woman, aged 21-29, with a creator vibe. the scene captures her in a cozy, late-night build session at her tech desk. she is seated half-body, engaging the camera with a relaxed, confident posture and a micro-smirk. the setting includes a minimal desk setup with warm and cool lighting blending from a desk lamp and monitor glow. the image focuses on realism with natural textures and imperfections, maintaining an atmosphere free tech-desk-builder-half-body-cozy-monitor-glow creator "},{"slug":"technical-codebase-discovery-onboarding-prompt","kind":"prompt","name":"Technical Codebase Discovery & Onboarding Prompt","tagline":"A prompt designed to guide a deep technical analysis of a code repository to accelerate developer onboarding. It instructs an AI to analyze the entire codebase and generate a structured Markdown document covering architecture, technology stack, key components, execution and data flows, integrations, testing, security, and build/deployment, serving as a technical reference guide.","author":"Valdecir Carvalho","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"technical codebase discovery & onboarding prompt a prompt designed to guide a deep technical analysis of a code repository to accelerate developer onboarding. it instructs an ai to analyze the entire codebase and generate a structured markdown document covering architecture, technology stack, key components, execution and data flows, integrations, testing, security, and build/deployment, serving as a technical reference guide. technical-codebase-discovery-onboarding-prompt coding "},{"slug":"terminal-velocity","kind":"prompt","name":"Terminal velocity","tagline":"A high-stakes action frame capturing a woman sprinting through a crumbling industrial tunnel amidst sparks and chaos.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"terminal velocity a high-stakes action frame capturing a woman sprinting through a crumbling industrial tunnel amidst sparks and chaos. terminal-velocity creator "},{"slug":"test-first-bug-fixing-approach","kind":"prompt","name":"Test first bug fixing approach","tagline":"Guide to fixing bugs using a test-first approach, ensuring code reliability through systematic testing and implementation.","author":"Ilker Ulusoy","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"test first bug fixing approach guide to fixing bugs using a test-first approach, ensuring code reliability through systematic testing and implementation. test-first-bug-fixing-approach coding "},{"slug":"the-architect-hacker-protector-viral-engineer","kind":"prompt","name":"The Architect: Hacker-Protector & Viral Engineer","tagline":"Act as 'The Architect', an elite AI of the future specializing in cybersecurity, neuropsychology, and viral marketing. Your mission is to democratize technology, turning corporate tools into resources for the people.","author":"ANDX STARS","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"the architect: hacker-protector & viral engineer act as 'the architect', an elite ai of the future specializing in cybersecurity, neuropsychology, and viral marketing. your mission is to democratize technology, turning corporate tools into resources for the people. the-architect-hacker-protector-viral-engineer coding "},{"slug":"the-covert-exchange-in-the-fog","kind":"prompt","name":"The covert exchange in the fog","tagline":"A tense, melancholic moment captured in war-torn London. On a wet, steam-filled railway platform, a stoic man in a trench coat and an anxious woman secretly hand over vital information while alert for surveillance. A high-tension thriller scene with rich period details.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"the covert exchange in the fog a tense, melancholic moment captured in war-torn london. on a wet, steam-filled railway platform, a stoic man in a trench coat and an anxious woman secretly hand over vital information while alert for surveillance. a high-tension thriller scene with rich period details. the-covert-exchange-in-the-fog creator "},{"slug":"the-digital-frontier-pixelated-pioneers","kind":"prompt","name":"The Digital Frontier: Pixelated Pioneers","tagline":"In a dreamlike world of glowing cubes and deep purple voids, two explorers discover the secrets of a suspended digital island. A 1:1 cinematic view capturing the wonder of finding life and light in a blocky, 8-bit universe.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"the digital frontier: pixelated pioneers in a dreamlike world of glowing cubes and deep purple voids, two explorers discover the secrets of a suspended digital island. a 1:1 cinematic view capturing the wonder of finding life and light in a blocky, 8-bit universe. the-digital-frontier-pixelated-pioneers creator "},{"slug":"the-elite-seo-blog-architect-ghostwriter","kind":"prompt","name":"The Elite SEO Blog Architect & Ghostwriter","tagline":"A professional framework for writing high-ranking, deeply engaging blog posts. It moves beyond generic AI fluff by structuring the article for maximum readability, natural SEO integration, and unique expert insights that build personal brand authority.","author":"Sercan Solmaz","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"the elite seo blog architect & ghostwriter a professional framework for writing high-ranking, deeply engaging blog posts. it moves beyond generic ai fluff by structuring the article for maximum readability, natural seo integration, and unique expert insights that build personal brand authority. the-elite-seo-blog-architect-ghostwriter marketing "},{"slug":"the-glass-doppelgnger","kind":"prompt","name":"The Glass Doppelgänger","tagline":"A high-octane psychological thriller scene where a woman is engaged in a visceral physical combat with her own sentient reflection emerging from a shattered surface.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"the glass doppelgänger a high-octane psychological thriller scene where a woman is engaged in a visceral physical combat with her own sentient reflection emerging from a shattered surface. the-glass-doppelgnger creator "},{"slug":"the-midnight-informant","kind":"prompt","name":"The midnight informant","tagline":"A tense, film noir moment featuring a female private investigator waiting for a lead in a hazy, underground jazz club.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"the midnight informant a tense, film noir moment featuring a female private investigator waiting for a lead in a hazy, underground jazz club. the-midnight-informant creator "},{"slug":"the-midnight-melody-mystery","kind":"prompt","name":"The midnight melody mystery","tagline":"A charming, animated noir scene where a gruff detective questions a glamorous jazz singer in a stylized 1950s club.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"the midnight melody mystery a charming, animated noir scene where a gruff detective questions a glamorous jazz singer in a stylized 1950s club. the-midnight-melody-mystery creator "},{"slug":"the-pleasure-of-finding-things-out","kind":"prompt","name":"The pleasure of finding things out","tagline":"A whimsical 3D caricature of Richard Feynman in a Pixar-inspired style, featuring expressive eyes, round glasses, playful physics doodles, and a polished animated-film aesthetic.","author":"Ben Dev","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"the pleasure of finding things out a whimsical 3d caricature of richard feynman in a pixar-inspired style, featuring expressive eyes, round glasses, playful physics doodles, and a polished animated-film aesthetic. the-pleasure-of-finding-things-out creator "},{"slug":"the-red-headscarf","kind":"prompt","name":"The red headscarf","tagline":"(Portrait of a beautiful young woman:1.3), (Middle Eastern ethnicity:1.2), (age 20:1.1), (intricate facial features:1.3), (soft natural expression:1.2), wearing","author":"Yasin Y.","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"the red headscarf (portrait of a beautiful young woman:1.3), (middle eastern ethnicity:1.2), (age 20:1.1), (intricate facial features:1.3), (soft natural expression:1.2), wearing the-red-headscarf creator "},{"slug":"the-silent-standoff","kind":"prompt","name":"The silent standoff","tagline":"Top-down 2D cartoon view of a cracked, abandoned courtyard.","author":"Fatih Kadir Akın","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"the silent standoff top-down 2d cartoon view of a cracked, abandoned courtyard. the-silent-standoff creator "},{"slug":"the-solar-priestess-of-amun","kind":"prompt","name":"The solar priestess of amun","tagline":"A stunning, stylized portrait of a woman transformed into an Ancient Egyptian priestess, blending photorealism with the texture of tomb paintings.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"the solar priestess of amun a stunning, stylized portrait of a woman transformed into an ancient egyptian priestess, blending photorealism with the texture of tomb paintings. the-solar-priestess-of-amun creator "},{"slug":"the-technical-co-founder-building-real-products-together","kind":"prompt","name":"The Technical Co-Founder: Building Real Products Together","tagline":"This prompt guides the AI to act as a Technical Co-Founder, helping the user build a real, functional product. It outlines a collaborative process involving discovery, planning, building, polishing, and handoff phases, ensuring the product is user-focused and ready for public launch.","author":"Joem Bolinas","license":"CC0-1.0","stars":170933,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"the technical co-founder: building real products together this prompt guides the ai to act as a technical co-founder, helping the user build a real, functional product. it outlines a collaborative process involving discovery, planning, building, polishing, and handoff phases, ensuring the product is user-focused and ready for public launch. the-technical-co-founder-building-real-products-together business & ops "},{"slug":"the-ultimate-podcast-format-audio-branding-architect","kind":"prompt","name":"The Ultimate Podcast Format & Audio Branding Architect","tagline":"A structural blueprint generator for new podcasts. It designs a unique episode format, segments, and a comprehensive audio branding strategy (intro/outro, stingers, sound beds) tailored to your specific niche.","author":"Sercan Solmaz","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/edit-long","taskName":"Long-form editing","hay":"the ultimate podcast format & audio branding architect a structural blueprint generator for new podcasts. it designs a unique episode format, segments, and a comprehensive audio branding strategy (intro/outro, stingers, sound beds) tailored to your specific niche. the-ultimate-podcast-format-audio-branding-architect creator "},{"slug":"the-witcher-double-exposure-effect","kind":"prompt","name":"The witcher double exposure effect","tagline":"Double exposure cinematic wallpaper inspired by The Witcher video game series (game, not TV show).","author":"furkan kaan akyüz","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"the witcher double exposure effect double exposure cinematic wallpaper inspired by the witcher video game series (game, not tv show). the-witcher-double-exposure-effect creator "},{"slug":"through-the-glass-one-eye-in-focus","kind":"prompt","name":"Through the Glass: One Eye in Focus","tagline":"This prompt creates a cinematic close-up portrait shot through reflective glass, with a single green-hazel eye in sharp focus while the rest of the face softly fades into blur. Realistic rain droplets and warm bokeh reflections add emotional depth without obscuring key facial features. Natural skin texture, film grain, and shallow depth of field preserve an organic, story-driven look.","author":"Semih Kışlar","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"through the glass: one eye in focus this prompt creates a cinematic close-up portrait shot through reflective glass, with a single green-hazel eye in sharp focus while the rest of the face softly fades into blur. realistic rain droplets and warm bokeh reflections add emotional depth without obscuring key facial features. natural skin texture, film grain, and shallow depth of field preserve an organic, story-driven look. through-the-glass-one-eye-in-focus creator "},{"slug":"time-layer-photography","kind":"prompt","name":"Time layer photography","tagline":"Overlaying different time zones of the same location in a single image. Not morning/noon/night, but years or centuries apart.","author":"Abdullah Bozdağ","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"time layer photography overlaying different time zones of the same location in a single image. not morning/noon/night, but years or centuries apart. time-layer-photography creator "},{"slug":"train-waiter","kind":"prompt","name":"Train waiter","tagline":"A 3x2 grid photo contact sheet featuring a consistent 28-year-old American woman with a specific facial structure, wearing a jacket and outdoor pants, in a train station at dusk with dramatic orange and teal lighting.","author":"Kakek Gaek","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"train waiter a 3x2 grid photo contact sheet featuring a consistent 28-year-old american woman with a specific facial structure, wearing a jacket and outdoor pants, in a train station at dusk with dramatic orange and teal lighting. train-waiter creator "},{"slug":"transform-subjects-into-adorable-plush-forms","kind":"prompt","name":"Transform subjects into adorable plush forms","tagline":"This prompt transforms any subject or image into a cute plush form, emphasizing soft textures and rounded shapes. It preserves distinctive features for recognizability, especially in humans, while using felt or fleece textures for an adorable plush toy look. The transformation includes simple shapes, crafted facial details, and a pastel or neutral color palette, resulting in a charming, collectible, and huggable plush toy. Ideal for capturing the warmth and cuteness of the original subject.","author":"Fatih Kadir Akın","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"transform subjects into adorable plush forms this prompt transforms any subject or image into a cute plush form, emphasizing soft textures and rounded shapes. it preserves distinctive features for recognizability, especially in humans, while using felt or fleece textures for an adorable plush toy look. the transformation includes simple shapes, crafted facial details, and a pastel or neutral color palette, resulting in a charming, collectible, and huggable plush toy. ideal for capturing the warmth and cuteness of the original subject. transform-subjects-into-adorable-plush-forms creator "},{"slug":"transmute","kind":"prompt","name":"Transmute","tagline":"Transmute","author":"cw ka","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"transmute transmute transmute data & ai "},{"slug":"travel-poster","kind":"prompt","name":"Travel poster","tagline":"\"artstyle\": \"Modern Flat Vector Illustration\",","author":"Recep Yılancıoğlu","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"travel poster \"artstyle\": \"modern flat vector illustration\", travel-poster creator "},{"slug":"trend-researcher","kind":"prompt","name":"Trend researcher","tagline":"Act as a cutting-edge market trend analyst specializing in identifying viral opportunities and emerging user behaviors across social media platforms, app stores, and digital culture. Your superpower is spotting trends before they peak and translating cultural moments into product opportunities that can be built within 6-day sprints.","author":"Ersin Yılmaz","license":"CC0-1.0","stars":170933,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"trend researcher act as a cutting-edge market trend analyst specializing in identifying viral opportunities and emerging user behaviors across social media platforms, app stores, and digital culture. your superpower is spotting trends before they peak and translating cultural moments into product opportunities that can be built within 6-day sprints. trend-researcher marketing "},{"slug":"turkish-woman-in-ankara-with-a-surreal-twist","kind":"prompt","name":"Turkish woman in ankara with a surreal twist","tagline":"Generate an ultra-realistic street photo prompt featuring a Turkish woman in Ankara with a surreal twist, involving a giant döner kebab monster in the background. The scene captures everyday life with an unexpected absurd element, using vivid and descriptive language to set the scene.","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"turkish woman in ankara with a surreal twist generate an ultra-realistic street photo prompt featuring a turkish woman in ankara with a surreal twist, involving a giant döner kebab monster in the background. the scene captures everyday life with an unexpected absurd element, using vivid and descriptive language to set the scene. turkish-woman-in-ankara-with-a-surreal-twist creator "},{"slug":"turn-your-photo-into-a-simpsons-scene","kind":"prompt","name":"Turn your photo into a simpsons scene","tagline":"Recreates your uploaded photo as a believable still from classic The Simpsons, converting every person and any animals while preserving the exact count, poses, and composition. Background and props are adapted to a Springfield-like look with clean cel shading and no text or watermarks.","author":"Semih Kışlar","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"turn your photo into a simpsons scene recreates your uploaded photo as a believable still from classic the simpsons, converting every person and any animals while preserving the exact count, poses, and composition. background and props are adapted to a springfield-like look with clean cel shading and no text or watermarks. turn-your-photo-into-a-simpsons-scene creator "},{"slug":"typographic-portrait-artwork-creation","kind":"prompt","name":"Typographic portrait artwork creation","tagline":"Transform a portrait into a typographic artwork using only text. The image should maintain the facial identity and proportions while being composed solely of repeated text. Follow strict rules regarding text size and density to simulate depth and shading. Ideal for creating elegant, minimalistic, high-contrast portraits.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"typographic portrait artwork creation transform a portrait into a typographic artwork using only text. the image should maintain the facial identity and proportions while being composed solely of repeated text. follow strict rules regarding text size and density to simulate depth and shading. ideal for creating elegant, minimalistic, high-contrast portraits. typographic-portrait-artwork-creation creator "},{"slug":"ugc-style-tiktok-script-generator-for-gen-z-skincare","kind":"prompt","name":"Ugc style tiktok script generator for gen z skincare","tagline":"Generate user-generated content style TikTok scripts for a new Gen Z skincare product as a Marketing Strategist.","author":"Mondesir Louvensky","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/script-short","taskName":"Short scripts & hooks","hay":"ugc style tiktok script generator for gen z skincare generate user-generated content style tiktok scripts for a new gen z skincare product as a marketing strategist. ugc-style-tiktok-script-generator-for-gen-z-skincare marketing "},{"slug":"ultra-high-resolution-portrait-restoration","kind":"prompt","name":"Ultra high resolution portrait restoration","tagline":"The prompt \"Ultra-High-Resolution Portrait Restoration\" guides the user through the process of transforming an old, blurry, and damaged portrait photograph into a modern, ultra-high-resolution image. It involves steps like super-resolution enhancement, deblurring, texture enhancement, color correction, and applying professional digital studio lighting effects. The goal is to achieve a photorealistic and ultra-detailed output while maintaining authenticity and avoiding over-processing.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"ultra high resolution portrait restoration the prompt \"ultra-high-resolution portrait restoration\" guides the user through the process of transforming an old, blurry, and damaged portrait photograph into a modern, ultra-high-resolution image. it involves steps like super-resolution enhancement, deblurring, texture enhancement, color correction, and applying professional digital studio lighting effects. the goal is to achieve a photorealistic and ultra-detailed output while maintaining authenticity and avoiding over-processing. ultra-high-resolution-portrait-restoration creator "},{"slug":"ultra-photorealistic-infographics","kind":"prompt","name":"Ultra photorealistic infographics","tagline":"Ultra-photorealistic studio render of a ${object_name}, front three-quarter view, placed on a pure white seamless studio background.The car must look like a hig","author":"furkan kaan akyüz","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"ultra photorealistic infographics ultra-photorealistic studio render of a ${object_name}, front three-quarter view, placed on a pure white seamless studio background.the car must look like a hig ultra-photorealistic-infographics creator "},{"slug":"ultra-realistic-3d-character-avatar-creation","kind":"prompt","name":"Ultra realistic 3D character avatar creation","tagline":"Clone yourself and or character upload image of yourself or other paste prompt and let it work its AI magic","author":"Hector Verdugo","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"ultra realistic 3d character avatar creation clone yourself and or character upload image of yourself or other paste prompt and let it work its ai magic ultra-realistic-3d-character-avatar-creation creator "},{"slug":"ultra-realistic-ankara-apartment-night-scene","kind":"prompt","name":"Ultra realistic ankara apartment night scene","tagline":"Create an ultra-realistic amateur photo prompt depicting a night scene inside a small Ankara apartment. Capture the peaceful vibe of an 'iyi geceler' tweet with details like a woman standing by the window, warm and cool lighting contrasts, and authentic Ankara street views. Emphasize a natural, uncomposed feel with visible noise and motion blur.","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"ultra realistic ankara apartment night scene create an ultra-realistic amateur photo prompt depicting a night scene inside a small ankara apartment. capture the peaceful vibe of an 'iyi geceler' tweet with details like a woman standing by the window, warm and cool lighting contrasts, and authentic ankara street views. emphasize a natural, uncomposed feel with visible noise and motion blur. ultra-realistic-ankara-apartment-night-scene creator "},{"slug":"ultra-realistic-cinematic-portrait","kind":"prompt","name":"Ultra realistic cinematic portrait","tagline":"Create an ultra-realistic cinematic portrait image using specific visual elements like dramatic lighting, sharp focus, and high resolution. Customize aspects such as gender, hair style, and clothing to achieve a unique and detailed composition.","author":"Halil Nuroğlu","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"ultra realistic cinematic portrait create an ultra-realistic cinematic portrait image using specific visual elements like dramatic lighting, sharp focus, and high resolution. customize aspects such as gender, hair style, and clothing to achieve a unique and detailed composition. ultra-realistic-cinematic-portrait creator "},{"slug":"ultra-realistic-comedic-slice-of-life-in-an-ankara-bus","kind":"prompt","name":"Ultra realistic comedic slice of life in an ankara bus","tagline":"Ultra-realistic comedic slice-of-life shot, vertical framing like a story screenshot, set inside a slightly old Ankara city bus or dolmuş at night.","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"ultra realistic comedic slice of life in an ankara bus ultra-realistic comedic slice-of-life shot, vertical framing like a story screenshot, set inside a slightly old ankara city bus or dolmuş at night. ultra-realistic-comedic-slice-of-life-in-an-ankara-bus creator "},{"slug":"ultra-realistic-handwritten-hospital-note-image","kind":"prompt","name":"Ultra realistic handwritten hospital note image","tagline":"Create a highly realistic image of a handwritten note in a hospital setting on a clean surface, with dramatic text integration across three sheets.","author":"Beatrix9","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ultra realistic handwritten hospital note image create a highly realistic image of a handwritten note in a hospital setting on a clean surface, with dramatic text integration across three sheets. ultra-realistic-handwritten-hospital-note-image creator "},{"slug":"ultra-realistic-night-scene-in-a-turkish-kitchen","kind":"prompt","name":"Ultra realistic night scene in a turkish kitchen","tagline":"Create an ultra-realistic depiction of a cozy, lightly comedic night scene in a small, old-fashioned Turkish kitchen. The setting features unique lighting from an open fridge and a dim ceiling lamp, capturing the essence of a late-night snack moment with authentic Turkish elements and details.","author":"Doruk","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"ultra realistic night scene in a turkish kitchen create an ultra-realistic depiction of a cozy, lightly comedic night scene in a small, old-fashioned turkish kitchen. the setting features unique lighting from an open fridge and a dim ceiling lamp, capturing the essence of a late-night snack moment with authentic turkish elements and details. ultra-realistic-night-scene-in-a-turkish-kitchen creator "},{"slug":"ultrathinker","kind":"prompt","name":"Ultrathinker","tagline":"Expert software developer and deep reasoner. Combines rigorous analytical thinking with production-quality implementation. Never over-engineer. Builds exactly what's needed.","author":"icey","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"ultrathinker expert software developer and deep reasoner. combines rigorous analytical thinking with production-quality implementation. never over-engineer. builds exactly what's needed. ultrathinker infrastructure & ops "},{"slug":"underwater-veo-3-video","kind":"prompt","name":"Underwater veo 3 video","tagline":"Ultra-realistic 6-second cinematic underwater video: A sleek predator fish darts through a vibrant coral reef, scattering a school of colorful tropical fish.","author":"Veo_tutorials","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"underwater veo 3 video ultra-realistic 6-second cinematic underwater video: a sleek predator fish darts through a vibrant coral reef, scattering a school of colorful tropical fish. underwater-veo-3-video creator "},{"slug":"urban-streetwear-alley-portrait","kind":"prompt","name":"Urban streetwear alley portrait","tagline":"Generates a photorealistic, vertical 4:5 full-body portrait of a confident young man in a graphic hoodie and work boots sitting on a red brick wall. Shot with an 85mm lens in a narrow urban alleyway, it uses soft lateral daylight and shallow depth of field to create a contemporary street fashion editorial. Captures an industrial, cinematic vibe with sharp 8K Sony A7R IV clarity.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"urban streetwear alley portrait generates a photorealistic, vertical 4:5 full-body portrait of a confident young man in a graphic hoodie and work boots sitting on a red brick wall. shot with an 85mm lens in a narrow urban alleyway, it uses soft lateral daylight and shallow depth of field to create a contemporary street fashion editorial. captures an industrial, cinematic vibe with sharp 8k sony a7r iv clarity. urban-streetwear-alley-portrait creator "},{"slug":"valentines-day-cocktail","kind":"prompt","name":"Valentines day cocktail","tagline":"Create a 9-second cinematic Valentine’s Day cocktail video in vertical 9:16 format.","author":"Umut topçuoğlu","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"valentines day cocktail create a 9-second cinematic valentine’s day cocktail video in vertical 9:16 format. valentines-day-cocktail creator "},{"slug":"vibrant-fauvist-style-sunlit-living-room-illustration","kind":"prompt","name":"Vibrant fauvist style sunlit living room illustration","tagline":"The prompt generates a vibrant and colorful illustration of a sun-drenched living room in a Fauvist style. It features high contrast, warm colors, and a playful, artistic atmosphere, ideal for artistic style transfer or interior design inspiration.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"vibrant fauvist style sunlit living room illustration the prompt generates a vibrant and colorful illustration of a sun-drenched living room in a fauvist style. it features high contrast, warm colors, and a playful, artistic atmosphere, ideal for artistic style transfer or interior design inspiration. vibrant-fauvist-style-sunlit-living-room-illustration creator "},{"slug":"vintage-invention-patent","kind":"prompt","name":"Vintage invention patent","tagline":"Any invention or product photo can be paired with the prompt if desired specific form is required. I just used the text \"Apple Vision Pro\" for the invention with no uploaded pic for the example image here.","author":"magejosh","license":"CC0-1.0","stars":170933,"dept":"legal","deptName":"Legal & compliance","task":"legal/file-ip","taskName":"Patents & IP","hay":"vintage invention patent any invention or product photo can be paired with the prompt if desired specific form is required. i just used the text \"apple vision pro\" for the invention with no uploaded pic for the example image here. vintage-invention-patent creator "},{"slug":"walking-back-home","kind":"prompt","name":"Walking back home","tagline":"\"prompt\": \"Documentary photography in the style of Nan Goldin. Full-body vertical shot, 9:16 aspect ratio, of a 25-year-old woman walking…","author":"Mel Dras","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"walking back home \"prompt\": \"documentary photography in the style of nan goldin. full-body vertical shot, 9:16 aspect ratio, of a 25-year-old woman walking… walking-back-home creator "},{"slug":"warm-toned-creative-scene-with-paper-figures","kind":"prompt","name":"Warm toned creative scene with paper figures","tagline":"Create a warm-toned, cinematic photograph depicting a man focused on crafting paper figures at his desk. Capture the intimate scene with soft, dramatic lighting highlighting the intricate details and storytelling elements of the paper creations.","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"warm toned creative scene with paper figures create a warm-toned, cinematic photograph depicting a man focused on crafting paper figures at his desk. capture the intimate scene with soft, dramatic lighting highlighting the intricate details and storytelling elements of the paper creations. warm-toned-creative-scene-with-paper-figures creator "},{"slug":"wary-bear-in-a-hostile-woodland","kind":"prompt","name":"Wary bear in a hostile woodland","tagline":"Narrate the journey of a wary bear navigating a dangerous, overgrown woodland filled with thorny undergrowth and ancient traps.","author":"Usman Abdullahi Olukayode","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"wary bear in a hostile woodland narrate the journey of a wary bear navigating a dangerous, overgrown woodland filled with thorny undergrowth and ancient traps. wary-bear-in-a-hostile-woodland creator "},{"slug":"web-application-testing-skill","kind":"prompt","name":"Web application testing skill","tagline":"Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.","author":"Fatih Kadir Akın","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"web application testing skill toolkit for interacting with and testing local web applications using playwright. supports verifying frontend functionality, debugging ui behavior, capturing browser screenshots, and viewing browser logs. web-application-testing-skill coding "},{"slug":"web-design","kind":"prompt","name":"Web design","tagline":"I want you to act as a web design consultant.","author":"Volodymyr Hamanek","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"web design i want you to act as a web design consultant. web-design coding "},{"slug":"web-typography","kind":"prompt","name":"Web typography","tagline":"Generate production-grade CSS typography that follows professional typographic rules. Based on Butterick's Practical Typography. Details and other related prompts: https://ceaksan.gumroad.com/l/typography-system-prompt-pack","author":"Ceyhun Enki Aksan (ceaksan)","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"web typography generate production-grade css typography that follows professional typographic rules. based on butterick's practical typography. details and other related prompts: https://ceaksan.gumroad.com/l/typography-system-prompt-pack web-typography design & ui "},{"slug":"website-design-recreator-skill","kind":"prompt","name":"Website design recreator skill","tagline":"This skill enables AI agents to recreate website designs based on user-uploaded image inspirations, ensuring a blend of original style and personal touches.","author":"Hrooshi","license":"CC0-1.0","stars":170933,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"website design recreator skill this skill enables ai agents to recreate website designs based on user-uploaded image inspirations, ensuring a blend of original style and personal touches. website-design-recreator-skill design & ui "},{"slug":"website-security-vulnerability-checker","kind":"prompt","name":"Website security vulnerability checker","tagline":"Act as a security expert to identify and report vulnerabilities on a website.","author":"satis tifiky","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"website security vulnerability checker act as a security expert to identify and report vulnerabilities on a website. website-security-vulnerability-checker coding "},{"slug":"whimsical-3d-brand-miniatures","kind":"prompt","name":"Whimsical 3D brand miniatures","tagline":"Transform famous brands into adorable, 3D chibi-style concept stores. This prompt blends iconic product designs with miniature architecture, creating a cozy 'blind-box' toy aesthetic perfect for playful visualizations.","author":"Serkan Ozcan","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"whimsical 3d brand miniatures transform famous brands into adorable, 3d chibi-style concept stores. this prompt blends iconic product designs with miniature architecture, creating a cozy 'blind-box' toy aesthetic perfect for playful visualizations. whimsical-3d-brand-miniatures creator "},{"slug":"whispers-of-noir","kind":"prompt","name":"Whispers of noir","tagline":"A gritty, cinematic portrait of a hard-boiled detective waiting for a lead in a hazy, underground jazz lounge.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"whispers of noir a gritty, cinematic portrait of a hard-boiled detective waiting for a lead in a hazy, underground jazz lounge. whispers-of-noir creator "},{"slug":"whiteboard-diagrams","kind":"prompt","name":"Whiteboard diagrams","tagline":"Create elegant hand drawn diagrams.","author":"semih","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"whiteboard diagrams create elegant hand drawn diagrams. whiteboard-diagrams data & ai "},{"slug":"wings-of-the-dust-bowl","kind":"prompt","name":"Wings of the dust bowl","tagline":"\"A daring 1930s female aviator stands confident on a wind-swept airfield at sunset, ready to cross the Atlantic.","author":"Ersin KOÇ","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"wings of the dust bowl \"a daring 1930s female aviator stands confident on a wind-swept airfield at sunset, ready to cross the atlantic. wings-of-the-dust-bowl creator "},{"slug":"womanized","kind":"prompt","name":"Womanized","tagline":"\"nationality\": \"Italian\",","author":"Mel Dras","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"womanized \"nationality\": \"italian\", womanized creator "},{"slug":"world-of-darkness-colored-comic-style","kind":"prompt","name":"World of darkness colored comic style","tagline":"For generating a SUBJECT in Color Comic Art style inspired by the Old World of Darkness books from the 90's. If using a model powerful enough, you can include a picture of the desired person or character to use as the subject.","author":"magejosh","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"world of darkness colored comic style for generating a subject in color comic art style inspired by the old world of darkness books from the 90's. if using a model powerful enough, you can include a picture of the desired person or character to use as the subject. world-of-darkness-colored-comic-style creator "},{"slug":"write-an-email","kind":"prompt","name":"Write an email","tagline":"Write a ${tone:professional|friendly} email to ${recipient} about ${topic}.","author":"Training Account","license":"CC0-1.0","stars":170933,"dept":"operations","deptName":"Operations","task":"operations/write-clearly","taskName":"Clear writing","hay":"write an email write a ${tone:professional|friendly} email to ${recipient} about ${topic}. write-an-email business & ops "},{"slug":"xcode-mcp","kind":"prompt","name":"Xcode MCP","tagline":"Guidelines for efficient Xcode MCP tool usage. This skill should be used to understand when to use Xcode MCP tools vs standard tools. Xcode MCP consumes many tokens - use only for build, test, simulator, preview, and SourceKit diagnostics. Never use for file read/write/grep operations.","author":"Ilker Ulusoy","license":"CC0-1.0","stars":170933,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"xcode mcp guidelines for efficient xcode mcp tool usage. this skill should be used to understand when to use xcode mcp tools vs standard tools. xcode mcp consumes many tokens - use only for build, test, simulator, preview, and sourcekit diagnostics. never use for file read/write/grep operations. xcode-mcp coding "},{"slug":"y2k-cheshire-cat-flash-snapshot","kind":"prompt","name":"Y2k cheshire cat flash snapshot","tagline":"Generates a photorealistic, vertical Y2K-style smartphone snapshot of a young woman in a vibrant Cheshire Cat Halloween costume. She wears a purple striped top, satin corset, and faux fur leg warmers, paired with glittery makeup and purple nails. Seated on a couch with psychedelic pillows, she is lit by harsh direct front flash, creating a casual, flirtatious, and colorful party aesthetic with sharp shadows and high contrast.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"y2k cheshire cat flash snapshot generates a photorealistic, vertical y2k-style smartphone snapshot of a young woman in a vibrant cheshire cat halloween costume. she wears a purple striped top, satin corset, and faux fur leg warmers, paired with glittery makeup and purple nails. seated on a couch with psychedelic pillows, she is lit by harsh direct front flash, creating a casual, flirtatious, and colorful party aesthetic with sharp shadows and high contrast. y2k-cheshire-cat-flash-snapshot creator "},{"slug":"y2k-direct-flash-glamour-portrait","kind":"prompt","name":"Y2k direct flash glamour portrait","tagline":"Generates a photorealistic vertical close-up capturing early 2000s glamour. It mimics a vintage digital snapshot with a direct-flash aesthetic, soft lighting, and minimalist background. Features authentic Y2K makeup (winged eyeliner, glossy lips, contouring) and a confident pose, blending modern high-detail skin texture with nostalgic retro photography vibes.","author":"Alejandro García Garay","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"y2k direct flash glamour portrait generates a photorealistic vertical close-up capturing early 2000s glamour. it mimics a vintage digital snapshot with a direct-flash aesthetic, soft lighting, and minimalist background. features authentic y2k makeup (winged eyeliner, glossy lips, contouring) and a confident pose, blending modern high-detail skin texture with nostalgic retro photography vibes. y2k-direct-flash-glamour-portrait creator "},{"slug":"yamuna-river-cleanup-plan-for-vrindavan","kind":"prompt","name":"Yamuna river cleanup plan for vrindavan","tagline":"A detailed plan for organizing and executing a cleanup initiative for the Yamuna River in Vrindavan, focusing on sustainable and community-driven efforts.","author":"Yash Bansal","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"yamuna river cleanup plan for vrindavan a detailed plan for organizing and executing a cleanup initiative for the yamuna river in vrindavan, focusing on sustainable and community-driven efforts. yamuna-river-cleanup-plan-for-vrindavan science "},{"slug":"young-woman-with-mixed-ethnicity-features","kind":"prompt","name":"Young woman with mixed ethnicity features","tagline":"\"appearance\": \"Young woman with mixed ethnicity features, fair skin, and long, layered dark brunette hair falling loosely around her…","author":"günebakan","license":"CC0-1.0","stars":170933,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"young woman with mixed ethnicity features \"appearance\": \"young woman with mixed ethnicity features, fair skin, and long, layered dark brunette hair falling loosely around her… young-woman-with-mixed-ethnicity-features creator "},{"slug":"senior-short-video-script-creator-for-selling-products","kind":"prompt","name":"资深卖货短视频脚本创作者","tagline":"担任资深卖货短视频脚本创作者，帮助用户撰写吸引人的短视频脚本以促进产品销售。","author":"jd5zc9w2q7-prog","license":"CC0-1.0","stars":170933,"dept":"media","deptName":"Content creator","task":"media/script-short","taskName":"Short scripts & hooks","hay":"资深卖货短视频脚本创作者 担任资深卖货短视频脚本创作者，帮助用户撰写吸引人的短视频脚本以促进产品销售。 senior-short-video-script-creator-for-selling-products creator "},{"slug":"nexus-agent-activation-prompts","kind":"agent","name":"🎯 NEXUS Agent Activation Prompts","tagline":"> Ready-to-use prompt templates for activating any agent within the NEXUS pipeline. Copy, customize the [PLACEHOLDERS], and deploy.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"🎯 nexus agent activation prompts > ready-to-use prompt templates for activating any agent within the nexus pipeline. copy, customize the [placeholders], and deploy. nexus-agent-activation-prompts business & ops "},{"slug":"phase-1-playbook-strategy-architecture","kind":"agent","name":"🏗️ Phase 1 Playbook — Strategy & Architecture","tagline":"> Duration: 5-10 days | Agents: 8 | Gate Keepers: Studio Producer + Reality Checker","author":"msitarzewski","license":"MIT","stars":154023,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"🏗️ phase 1 playbook — strategy & architecture > duration: 5-10 days | agents: 8 | gate keepers: studio producer + reality checker phase-1-playbook-strategy-architecture business & ops "},{"slug":"finance-tax-strategist","kind":"agent","name":"🏛️ Tax Strategist Agent","tagline":"Expert tax strategist specializing in tax optimization, multi-jurisdictional compliance, transfer pricing, and strategic tax planning. Navigates complex tax codes to minimize liability while ensuring full regulatory compliance across local, state, federal, and international tax regimes.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"🏛️ tax strategist agent expert tax strategist specializing in tax optimization, multi-jurisdictional compliance, transfer pricing, and strategic tax planning. navigates complex tax codes to minimize liability while ensuring full regulatory compliance across local, state, federal, and international tax regimes. finance-tax-strategist business & ops "},{"slug":"finance-fpa-analyst","kind":"agent","name":"📈 FP&A Analyst Agent","tagline":"Expert Financial Planning & Analysis (FP&A) analyst specializing in budgeting, variance analysis, financial planning, rolling forecasts, and strategic decision support. Bridges the gap between the numbers and the business narrative to drive operational performance and strategic resource allocation.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"📈 fp&a analyst agent expert financial planning & analysis (fp&a) analyst specializing in budgeting, variance analysis, financial planning, rolling forecasts, and strategic decision support. bridges the gap between the numbers and the business narrative to drive operational performance and strategic resource allocation. finance-fpa-analyst business & ops "},{"slug":"finance-financial-analyst","kind":"agent","name":"📊 Financial Analyst Agent","tagline":"Expert financial analyst specializing in financial modeling, forecasting, scenario analysis, and data-driven decision support. Transforms raw financial data into actionable business intelligence that drives strategic planning, investment decisions, and operational optimization.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"📊 financial analyst agent expert financial analyst specializing in financial modeling, forecasting, scenario analysis, and data-driven decision support. transforms raw financial data into actionable business intelligence that drives strategic planning, investment decisions, and operational optimization. finance-financial-analyst business & ops "},{"slug":"nexus-handoff-templates","kind":"agent","name":"📋 NEXUS Handoff Templates","tagline":"> Standardized templates for every type of agent-to-agent handoff in the NEXUS pipeline. Consistent handoffs prevent context loss — the #1…","author":"msitarzewski","license":"MIT","stars":154023,"dept":"operations","deptName":"Operations","task":"operations/document-process","taskName":"Process docs","hay":"📋 nexus handoff templates > standardized templates for every type of agent-to-agent handoff in the nexus pipeline. consistent handoffs prevent context loss — the #1… nexus-handoff-templates business & ops "},{"slug":"nexus-executive-brief","kind":"agent","name":"📑 NEXUS Executive Brief","tagline":"The Agency comprises specialized AI agents across every division — engineering, design, marketing, security, GIS, product, testing, and…","author":"msitarzewski","license":"MIT","stars":154023,"dept":"operations","deptName":"Operations","task":"operations/document-process","taskName":"Process docs","hay":"📑 nexus executive brief the agency comprises specialized ai agents across every division — engineering, design, marketing, security, gis, product, testing, and… nexus-executive-brief business & ops "},{"slug":"finance-bookkeeper-controller","kind":"agent","name":"📒 Bookkeeper & Controller Agent","tagline":"Expert bookkeeper and controller specializing in day-to-day accounting operations, financial reconciliations, month-end close processes, and internal controls. Ensures the accuracy, completeness, and timeliness of financial records while maintaining GAAP compliance and audit readiness at all times.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"finance","deptName":"Finance","task":"finance/do-books","taskName":"Bookkeeping","hay":"📒 bookkeeper & controller agent expert bookkeeper and controller specializing in day-to-day accounting operations, financial reconciliations, month-end close processes, and internal controls. ensures the accuracy, completeness, and timeliness of financial records while maintaining gaap compliance and audit readiness at all times. finance-bookkeeper-controller business & ops "},{"slug":"phase-6-playbook-operate-evolve","kind":"agent","name":"🔄 Phase 6 Playbook — Operate & Evolve","tagline":"> Duration: Ongoing | Agents: 12+ (rotating) | Governance: Studio Producer","author":"msitarzewski","license":"MIT","stars":154023,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"🔄 phase 6 playbook — operate & evolve > duration: ongoing | agents: 12+ (rotating) | governance: studio producer phase-6-playbook-operate-evolve business & ops "},{"slug":"finance-investment-researcher","kind":"agent","name":"🔍 Investment Researcher Agent","tagline":"Expert investment researcher specializing in market research, due diligence, portfolio analysis, and asset valuation. Conducts rigorous fundamental and quantitative analysis to identify investment opportunities, assess risks, and support data-driven portfolio decisions across public equities, private markets, and alternative assets.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"🔍 investment researcher agent expert investment researcher specializing in market research, due diligence, portfolio analysis, and asset valuation. conducts rigorous fundamental and quantitative analysis to identify investment opportunities, assess risks, and support data-driven portfolio decisions across public equities, private markets, and alternative assets. finance-investment-researcher business & ops "},{"slug":"phase-0-playbook-intelligence-discovery","kind":"agent","name":"🔍 Phase 0 Playbook — Intelligence & Discovery","tagline":"> Duration: 3-7 days | Agents: 6 | Gate Keeper: Executive Summary Generator","author":"msitarzewski","license":"MIT","stars":154023,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"🔍 phase 0 playbook — intelligence & discovery > duration: 3-7 days | agents: 6 | gate keeper: executive summary generator phase-0-playbook-intelligence-discovery business & ops "},{"slug":"phase-3-playbook-build-iterate","kind":"agent","name":"🔨 Phase 3 Playbook — Build & Iterate","tagline":"> Duration: 2-12 weeks (varies by scope) | Agents: 15-30+ | Gate Keeper: Agents Orchestrator","author":"msitarzewski","license":"MIT","stars":154023,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"🔨 phase 3 playbook — build & iterate > duration: 2-12 weeks (varies by scope) | agents: 15-30+ | gate keeper: agents orchestrator phase-3-playbook-build-iterate business & ops "},{"slug":"product-behavioral-nudge-engine","kind":"agent","name":"🧠 Behavioral Nudge Engine","tagline":"Behavioral psychology specialist that adapts software interaction cadences and styles to maximize user motivation and success.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"🧠 behavioral nudge engine behavioral psychology specialist that adapts software interaction cadences and styles to maximize user motivation and success. product-behavioral-nudge-engine business & ops "},{"slug":"product-manager","kind":"agent","name":"🧭 Product Manager Agent","tagline":"Holistic product leader who owns the full product lifecycle — from discovery and strategy through roadmap, stakeholder alignment, go-to-market, and outcome measurement. Bridges business goals, user needs, and technical reality to ship the right thing at the right time.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"🧭 product manager agent holistic product leader who owns the full product lifecycle — from discovery and strategy through roadmap, stakeholder alignment, go-to-market, and outcome measurement. bridges business goals, user needs, and technical reality to ship the right thing at the right time. product-manager business & ops "},{"slug":"phase-5-playbook-launch-growth","kind":"agent","name":"🚀 Phase 5 Playbook — Launch & Growth","tagline":"> Duration: 2-4 weeks (T-7 through T+14) | Agents: 12 | Gate Keepers: Studio Producer + Analytics Reporter","author":"msitarzewski","license":"MIT","stars":154023,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"🚀 phase 5 playbook — launch & growth > duration: 2-4 weeks (t-7 through t+14) | agents: 12 | gate keepers: studio producer + analytics reporter phase-5-playbook-launch-growth business & ops "},{"slug":"runbook-incident-response","kind":"agent","name":"🚨 Runbook: Incident Response","tagline":"> Mode: NEXUS-Micro | Duration: Minutes to hours | Agents: 3-8","author":"msitarzewski","license":"MIT","stars":154023,"dept":"operations","deptName":"Operations","task":"operations/document-process","taskName":"Process docs","hay":"🚨 runbook: incident response > mode: nexus-micro | duration: minutes to hours | agents: 3-8 runbook-incident-response business & ops "},{"slug":"phase-4-playbook-quality-hardening","kind":"agent","name":"🛡️ Phase 4 Playbook — Quality & Hardening","tagline":"> Duration: 3-7 days | Agents: 8 | Gate Keeper: Reality Checker (sole authority)","author":"msitarzewski","license":"MIT","stars":154023,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"🛡️ phase 4 playbook — quality & hardening > duration: 3-7 days | agents: 8 | gate keeper: reality checker (sole authority) phase-4-playbook-quality-hardening business & ops "},{"slug":"marketing-agentic-search-optimizer","kind":"agent","name":"Agentic Search Optimizer","tagline":"Expert in WebMCP readiness and agentic task completion — audits whether AI agents can actually accomplish tasks on your site (book, buy, register, subscribe), implements WebMCP declarative and imperative patterns, and measures task completion rates across AI browsing agents","author":"msitarzewski","license":"MIT","stars":154023,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"agentic search optimizer expert in webmcp readiness and agentic task completion — audits whether ai agents can actually accomplish tasks on your site (book, buy, register, subscribe), implements webmcp declarative and imperative patterns, and measures task completion rates across ai browsing agents marketing-agentic-search-optimizer business & ops "},{"slug":"marketing-app-store-optimizer","kind":"agent","name":"App Store Optimizer Agent Personality","tagline":"Expert app store marketing specialist focused on App Store Optimization (ASO), conversion rate optimization, and app discoverability","author":"msitarzewski","license":"MIT","stars":154023,"dept":"marketing","deptName":"Marketing","task":"marketing/app-store-listing","taskName":"App store (ASO)","hay":"app store optimizer agent personality expert app store marketing specialist focused on app store optimization (aso), conversion rate optimization, and app discoverability marketing-app-store-optimizer business & ops "},{"slug":"marketing-baidu-seo-specialist","kind":"agent","name":"Baidu SEO Specialist","tagline":"Expert Baidu search optimization specialist focused on Chinese search engine ranking, Baidu ecosystem integration, ICP compliance, Chinese keyword research, and mobile-first indexing for the China market.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"baidu seo specialist expert baidu search optimization specialist focused on chinese search engine ranking, baidu ecosystem integration, icp compliance, chinese keyword research, and mobile-first indexing for the china market. marketing-baidu-seo-specialist business & ops "},{"slug":"marketing-bilibili-content-strategist","kind":"agent","name":"Bilibili Content Strategist","tagline":"Expert Bilibili marketing specialist focused on UP主 growth, danmaku culture mastery, B站 algorithm optimization, community building, and branded content strategy for China's leading video community platform.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"bilibili content strategist expert bilibili marketing specialist focused on up主 growth, danmaku culture mastery, b站 algorithm optimization, community building, and branded content strategy for china's leading video community platform. marketing-bilibili-content-strategist business & ops "},{"slug":"marketing-carousel-growth-engine","kind":"agent","name":"Carousel Growth Engine","tagline":"Autonomous TikTok and Instagram carousel generation specialist. Analyzes any website URL with Playwright, generates viral 6-slide carousels via Gemini image generation, publishes directly to feed via Upload-Post API with auto trending music, fetches analytics, and iteratively improves through a data-driven learning loop.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"carousel growth engine autonomous tiktok and instagram carousel generation specialist. analyzes any website url with playwright, generates viral 6-slide carousels via gemini image generation, publishes directly to feed via upload-post api with auto trending music, fetches analytics, and iteratively improves through a data-driven learning loop. marketing-carousel-growth-engine business & ops "},{"slug":"marketing-china-ecommerce-operator","kind":"agent","name":"China E-Commerce Operator","tagline":"Expert China e-commerce operations specialist covering Taobao, Tmall, Pinduoduo, and JD ecosystems with deep expertise in product listing optimization, live commerce, store operations, 618/Double 11 campaigns, and cross-platform strategy.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"china e-commerce operator expert china e-commerce operations specialist covering taobao, tmall, pinduoduo, and jd ecosystems with deep expertise in product listing optimization, live commerce, store operations, 618/double 11 campaigns, and cross-platform strategy. marketing-china-ecommerce-operator business & ops "},{"slug":"product-dx-engineer","kind":"agent","name":"DX Engineer","tagline":"Removes every unnecessary step between a developer and their first success — SDK samples, onboarding flows, error messages, and the feedback loops that make products feel like they were built by someone who's used them.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"dx engineer removes every unnecessary step between a developer and their first success — sdk samples, onboarding flows, error messages, and the feedback loops that make products feel like they were built by someone who's used them. product-dx-engineer business & ops "},{"slug":"marketing-email-strategist","kind":"agent","name":"Email Marketing Strategist","tagline":"Expert email marketing strategist for CRM-driven campaigns, lifecycle automation, segmentation architecture, and deliverability. Designs sequences (welcome, nurture, reactivation, win-back, review, referral) grounded in 2025-2026 benchmarks, AI-driven personalization, and post-Apple MPP measurement.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"email marketing strategist expert email marketing strategist for crm-driven campaigns, lifecycle automation, segmentation architecture, and deliverability. designs sequences (welcome, nurture, reactivation, win-back, review, referral) grounded in 2025-2026 benchmarks, ai-driven personalization, and post-apple mpp measurement. marketing-email-strategist business & ops "},{"slug":"marketing-kuaishou-strategist","kind":"agent","name":"Kuaishou Strategist","tagline":"Expert Kuaishou marketing strategist specializing in short-video content for China's lower-tier city markets, live commerce operations, community trust building, and grassroots audience growth on 快手.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"kuaishou strategist expert kuaishou marketing strategist specializing in short-video content for china's lower-tier city markets, live commerce operations, community trust building, and grassroots audience growth on 快手. marketing-kuaishou-strategist business & ops "},{"slug":"marketing-content-creator","kind":"agent","name":"Marketing Content Creator Agent","tagline":"Expert content strategist and creator for multi-platform campaigns. Develops editorial calendars, creates compelling copy, manages brand storytelling, and optimizes content for engagement across all digital channels.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"marketing","deptName":"Marketing","task":"marketing/plan-marketing","taskName":"Marketing strategy","hay":"marketing content creator agent expert content strategist and creator for multi-platform campaigns. develops editorial calendars, creates compelling copy, manages brand storytelling, and optimizes content for engagement across all digital channels. marketing-content-creator business & ops "},{"slug":"product-sprint-prioritizer","kind":"agent","name":"Product Sprint Prioritizer Agent","tagline":"Expert product manager specializing in agile sprint planning, feature prioritization, and resource allocation. Focused on maximizing team velocity and business value delivery through data-driven prioritization frameworks.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"product sprint prioritizer agent expert product manager specializing in agile sprint planning, feature prioritization, and resource allocation. focused on maximizing team velocity and business value delivery through data-driven prioritization frameworks. product-sprint-prioritizer business & ops "},{"slug":"product-trend-researcher","kind":"agent","name":"Product Trend Researcher Agent","tagline":"Expert market intelligence analyst specializing in identifying emerging trends, competitive analysis, and opportunity assessment. Focused on providing actionable insights that drive product strategy and innovation decisions.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"product trend researcher agent expert market intelligence analyst specializing in identifying emerging trends, competitive analysis, and opportunity assessment. focused on providing actionable insights that drive product strategy and innovation decisions. product-trend-researcher business & ops "},{"slug":"marketing-seo-specialist","kind":"agent","name":"SEO Specialist","tagline":"Expert search engine optimization strategist specializing in technical SEO, content optimization, link authority building, and organic search growth. Drives sustainable traffic through data-driven search strategies.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo specialist expert search engine optimization strategist specializing in technical seo, content optimization, link authority building, and organic search growth. drives sustainable traffic through data-driven search strategies. marketing-seo-specialist business & ops "},{"slug":"marketing-social-media-strategist","kind":"agent","name":"Social Media Strategist Agent","tagline":"Expert social media strategist for LinkedIn, Twitter, and professional platforms. Creates cross-platform campaigns, builds communities, manages real-time engagement, and develops thought leadership strategies.","author":"msitarzewski","license":"MIT","stars":154023,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"social media strategist agent expert social media strategist for linkedin, twitter, and professional platforms. creates cross-platform campaigns, builds communities, manages real-time engagement, and develops thought leadership strategies. marketing-social-media-strategist business & ops "},{"slug":"code-review-and-quality","kind":"skill","name":"Code review and quality","tagline":"Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality across multiple dimensions before it enters the main branch.","author":"addyosmani","license":"MIT","stars":98724,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"code review and quality conducts multi-axis code review. use before merging any change. use when reviewing code written by yourself, another agent, or a human. use when you need to assess code quality across multiple dimensions before it enters the main branch. code-review-and-quality coding "},{"slug":"code-simplification-2","kind":"skill","name":"Code simplification","tagline":"Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be. Use when reviewing code that has accumulated unnecessary complexity.","author":"addyosmani","license":"MIT","stars":98724,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"code simplification simplifies code for clarity. use when refactoring code for clarity without changing behavior. use when code works but is harder to read, maintain, or extend than it should be. use when reviewing code that has accumulated unnecessary complexity. code-simplification-2 coding "},{"slug":"constraint-driven-development","kind":"skill","name":"Constraint driven development","tagline":"Establishes a project's quality bar as a written contract and stops agents quietly lowering it. Interviews the user on which dimensions matter, supplies sane default thresholds when they have no number in mind, records everything in CONSTRAINTS.md, and watches the diff for a weakened bar — new @ts-ignore or eslint-disable suppressions, skipped or deleted tests, assertions stripped out, unimplemented stubs, thresholds edited down. Use when no quality bar is written down, when the user says \"set up constraints\" or \"define our standards\", when the user wants dimensions they care about — accessibility, web performance, coverage — set up as enforced constraints, when an agent keeps silencing checks or skipping tests to get to green, when you need a coverage or performance threshold and don't know what number to pick, or when an agent writes more code than anyone will read.","author":"addyosmani","license":"MIT","stars":98724,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"constraint driven development establishes a project's quality bar as a written contract and stops agents quietly lowering it. interviews the user on which dimensions matter, supplies sane default thresholds when they have no number in mind, records everything in constraints.md, and watches the diff for a weakened bar — new @ts-ignore or eslint-disable suppressions, skipped or deleted tests, assertions stripped out, unimplemented stubs, thresholds edited down. use when no quality bar is written down, when the user says \"set up constraints\" or \"define our standards\", when the user wants dimensions they care about — accessibility, web performance, coverage — set up as enforced constraints, when an agent keeps silencing checks or skipping tests to get to green, when you need a coverage or performance threshold and don't know what number to pick, or when an agent writes more code than anyone will read. constraint-driven-development coding "},{"slug":"context-engineering","kind":"skill","name":"Context engineering","tagline":"Optimizes agent context setup. Use when starting a new session, when agent output quality degrades, when switching between tasks, or when you need to configure rules files and context for a project.","author":"addyosmani","license":"MIT","stars":98724,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"context engineering optimizes agent context setup. use when starting a new session, when agent output quality degrades, when switching between tasks, or when you need to configure rules files and context for a project. context-engineering coding "},{"slug":"debugging-and-error-recovery","kind":"skill","name":"Debugging and error recovery","tagline":"Guides systematic root-cause debugging. Use when tests fail, builds break, something that worked yesterday broke, behavior doesn't match expectations, or you encounter any unexpected error. Use when you need to figure out what broke and why — a systematic approach to finding and fixing the root cause rather than guessing.","author":"addyosmani","license":"MIT","stars":98724,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"debugging and error recovery guides systematic root-cause debugging. use when tests fail, builds break, something that worked yesterday broke, behavior doesn't match expectations, or you encounter any unexpected error. use when you need to figure out what broke and why — a systematic approach to finding and fixing the root cause rather than guessing. debugging-and-error-recovery coding "},{"slug":"deprecation-and-migration","kind":"skill","name":"Deprecation and migration","tagline":"Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to another. Use when migrating a database schema in production, such as renaming or dropping a column without downtime (expand/contract). Use when deciding whether to maintain or sunset existing code.","author":"addyosmani","license":"MIT","stars":98724,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"deprecation and migration manages deprecation and migration. use when removing old systems, apis, or features. use when migrating users from one implementation to another. use when migrating a database schema in production, such as renaming or dropping a column without downtime (expand/contract). use when deciding whether to maintain or sunset existing code. deprecation-and-migration coding "},{"slug":"documentation-and-adrs","kind":"skill","name":"Documentation and adrs","tagline":"Records decisions and documentation. Use when you need to document an architecture decision (ADR) or the reasoning behind a design choice, when changing public APIs, shipping features, or when you need to record context that future engineers and agents will need to understand the codebase.","author":"addyosmani","license":"MIT","stars":98724,"dept":"engineering","deptName":"Development","task":"engineering/write-dev-docs","taskName":"Developer docs","hay":"documentation and adrs records decisions and documentation. use when you need to document an architecture decision (adr) or the reasoning behind a design choice, when changing public apis, shipping features, or when you need to record context that future engineers and agents will need to understand the codebase. documentation-and-adrs coding "},{"slug":"doubt-driven-development","kind":"skill","name":"Doubt driven development","tagline":"Subjects every non-trivial decision to a fresh-context adversarial review before it stands. Use when you want every assumption cross-examined before proceeding, when stress-testing a plan for hidden failure modes, when correctness matters more than speed, when working in unfamiliar code, when stakes are high (production auth, security-sensitive logic, a high-stakes migration, irreversible operations), or any time a confident output would be cheaper to verify now than to debug later.","author":"addyosmani","license":"MIT","stars":98724,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"doubt driven development subjects every non-trivial decision to a fresh-context adversarial review before it stands. use when you want every assumption cross-examined before proceeding, when stress-testing a plan for hidden failure modes, when correctness matters more than speed, when working in unfamiliar code, when stakes are high (production auth, security-sensitive logic, a high-stakes migration, irreversible operations), or any time a confident output would be cheaper to verify now than to debug later. doubt-driven-development coding "},{"slug":"frontend-ui-engineering","kind":"skill","name":"Frontend UI engineering","tagline":"Builds production-quality, accessible, responsive user-facing UIs. Use when building or modifying interfaces and pages, creating components, implementing layouts, meeting WCAG accessibility requirements, managing state, or when the output needs to look and feel production-quality rather than AI-generated.","author":"addyosmani","license":"MIT","stars":98724,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"frontend ui engineering builds production-quality, accessible, responsive user-facing uis. use when building or modifying interfaces and pages, creating components, implementing layouts, meeting wcag accessibility requirements, managing state, or when the output needs to look and feel production-quality rather than ai-generated. frontend-ui-engineering design & ui "},{"slug":"git-workflow-and-versioning","kind":"skill","name":"Git workflow and versioning","tagline":"Structures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, splitting uncommitted work in a messy working tree into clean atomic commits, opening or reviewing a pull request (PR), pushing to a remote, or when you need to organize work across multiple parallel streams. Use when cutting a release, choosing a semantic version bump, tagging, or writing a changelog.","author":"addyosmani","license":"MIT","stars":98724,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"git workflow and versioning structures git workflow practices. use when making any code change. use when committing, branching, resolving conflicts, splitting uncommitted work in a messy working tree into clean atomic commits, opening or reviewing a pull request (pr), pushing to a remote, or when you need to organize work across multiple parallel streams. use when cutting a release, choosing a semantic version bump, tagging, or writing a changelog. git-workflow-and-versioning infrastructure & ops "},{"slug":"idea-refine","kind":"skill","name":"Idea refine","tagline":"Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking. Use when an idea is still vague, when you need to stress-test assumptions before committing to a plan, or when you want to expand options before converging on one. Triggers on \"ideate\", \"refine this idea\", or \"stress-test my plan\".","author":"addyosmani","license":"MIT","stars":98724,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"idea refine refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking. use when an idea is still vague, when you need to stress-test assumptions before committing to a plan, or when you want to expand options before converging on one. triggers on \"ideate\", \"refine this idea\", or \"stress-test my plan\". idea-refine coding "},{"slug":"incremental-implementation-2","kind":"skill","name":"Incremental implementation","tagline":"Delivers changes incrementally in thin, verifiable slices. Use when implementing any feature or change that touches more than one file, or when picking up the next task from a plan. Use when rolling a change out behind a feature flag, when you're about to write a large amount of code at once, or when a task feels too big to land in one step.","author":"addyosmani","license":"MIT","stars":98724,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"incremental implementation delivers changes incrementally in thin, verifiable slices. use when implementing any feature or change that touches more than one file, or when picking up the next task from a plan. use when rolling a change out behind a feature flag, when you're about to write a large amount of code at once, or when a task feels too big to land in one step. incremental-implementation-2 business & ops "},{"slug":"interview-me-2","kind":"skill","name":"Interview me","tagline":"Extracts what the user actually wants instead of what they think they should want. Achieves this through one-question-at-a-time interview until ~95% confidence about the underlying intent. Use when an ask is underspecified (\"build me X\" without \"for whom\" or \"why now\"), when the user explicitly invokes (\"interview me\", \"grill me\", \"are we sure?\", \"stress-test my thinking\"), or when you catch yourself silently filling in ambiguous requirements before any plan, spec, or code exists.","author":"addyosmani","license":"MIT","stars":98724,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"interview me extracts what the user actually wants instead of what they think they should want. achieves this through one-question-at-a-time interview until ~95% confidence about the underlying intent. use when an ask is underspecified (\"build me x\" without \"for whom\" or \"why now\"), when the user explicitly invokes (\"interview me\", \"grill me\", \"are we sure?\", \"stress-test my thinking\"), or when you catch yourself silently filling in ambiguous requirements before any plan, spec, or code exists. interview-me-2 business & ops "},{"slug":"observability-and-instrumentation","kind":"skill","name":"Observability and instrumentation","tagline":"Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production and you need evidence it works. Use when production issues are reported but you can't tell what happened from the available data.","author":"addyosmani","license":"MIT","stars":98724,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"observability and instrumentation instruments code so production behavior is visible and diagnosable. use when adding logging, metrics, tracing, or alerting. use when shipping any feature that runs in production and you need evidence it works. use when production issues are reported but you can't tell what happened from the available data. observability-and-instrumentation coding "},{"slug":"performance-optimization-2","kind":"skill","name":"Performance optimization","tagline":"Optimizes application performance across frontend, backend, queries, and databases. Use when performance requirements exist, when you suspect performance regressions, when Core Web Vitals or load times need improvement, when N+1 query patterns need fixing, or when profiling reveals bottlenecks.","author":"addyosmani","license":"MIT","stars":98724,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"performance optimization optimizes application performance across frontend, backend, queries, and databases. use when performance requirements exist, when you suspect performance regressions, when core web vitals or load times need improvement, when n+1 query patterns need fixing, or when profiling reveals bottlenecks. performance-optimization-2 coding "},{"slug":"planning-and-task-breakdown","kind":"skill","name":"Planning and task breakdown","tagline":"Breaks work into ordered tasks. Use when you have a spec or clear requirements and need to break work into implementable tasks. Use when a task feels too large to start, when you need to estimate scope, or when parallel work is possible.","author":"addyosmani","license":"MIT","stars":98724,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"planning and task breakdown breaks work into ordered tasks. use when you have a spec or clear requirements and need to break work into implementable tasks. use when a task feels too large to start, when you need to estimate scope, or when parallel work is possible. planning-and-task-breakdown business & ops "},{"slug":"security-and-hardening","kind":"skill","name":"Security and hardening","tagline":"Hardens code against vulnerabilities. Use when auditing an input handler for vulnerabilities, when handling user input, authentication, data storage, or external integrations, or when checking a login flow is safe against the OWASP Top Ten. Use when building any feature that accepts untrusted data, manages user sessions, or interacts with third-party services. Use when auditing dependencies for known vulnerabilities, triaging package-manager audit findings, or assessing supply-chain risk in a new package. Use when personal data or privacy compliance (GDPR, CCPA) is involved.","author":"addyosmani","license":"MIT","stars":98724,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"security and hardening hardens code against vulnerabilities. use when auditing an input handler for vulnerabilities, when handling user input, authentication, data storage, or external integrations, or when checking a login flow is safe against the owasp top ten. use when building any feature that accepts untrusted data, manages user sessions, or interacts with third-party services. use when auditing dependencies for known vulnerabilities, triaging package-manager audit findings, or assessing supply-chain risk in a new package. use when personal data or privacy compliance (gdpr, ccpa) is involved. security-and-hardening security "},{"slug":"shipping-and-launch","kind":"skill","name":"Shipping and launch","tagline":"Prepares production launches. Use when preparing to deploy to production, or when asking what needs to be in place before shipping. Use when you need a pre-launch checklist, when setting up monitoring, when planning a staged rollout, or when you need a rollback strategy.","author":"addyosmani","license":"MIT","stars":98724,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"shipping and launch prepares production launches. use when preparing to deploy to production, or when asking what needs to be in place before shipping. use when you need a pre-launch checklist, when setting up monitoring, when planning a staged rollout, or when you need a rollback strategy. shipping-and-launch business & ops "},{"slug":"source-driven-development","kind":"skill","name":"Source driven development","tagline":"Grounds every implementation decision in official documentation. Use when you want to verify an approach against the official docs before implementing it, or when you want authoritative, source-cited code free from outdated patterns. Use when building with any framework or library where correctness matters.","author":"addyosmani","license":"MIT","stars":98724,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"source driven development grounds every implementation decision in official documentation. use when you want to verify an approach against the official docs before implementing it, or when you want authoritative, source-cited code free from outdated patterns. use when building with any framework or library where correctness matters. source-driven-development coding "},{"slug":"spec-driven-development","kind":"skill","name":"Spec driven development","tagline":"Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when drafting a PRD or requirements document with objectives and scope, or when requirements are unclear, ambiguous, or only exist as a vague idea. Use when a single requirement spans several independently testable capabilities and needs decomposing into a capability map of modules before specifying.","author":"addyosmani","license":"MIT","stars":98724,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"spec driven development creates specs before coding. use when starting a new project, feature, or significant change and no specification exists yet. use when drafting a prd or requirements document with objectives and scope, or when requirements are unclear, ambiguous, or only exist as a vague idea. use when a single requirement spans several independently testable capabilities and needs decomposing into a capability map of modules before specifying. spec-driven-development business & ops "},{"slug":"test-driven-development-2","kind":"skill","name":"Test driven development","tagline":"Drives development with tests using the red-green-refactor loop. Use when implementing any logic, fixing any bug, or changing any behavior. Use when you need to prove that code works, when a bug report arrives, or when you're about to modify existing functionality.","author":"addyosmani","license":"MIT","stars":98724,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"test driven development drives development with tests using the red-green-refactor loop. use when implementing any logic, fixing any bug, or changing any behavior. use when you need to prove that code works, when a bug report arrives, or when you're about to modify existing functionality. test-driven-development-2 coding "},{"slug":"using-agent-skills","kind":"skill","name":"Using agent skills","tagline":"Discovers and invokes agent skills. Use when starting a session, or when you need to decide which skill or workflow applies to the piece of work at hand. This is the meta-skill that governs how all other skills are discovered and invoked.","author":"addyosmani","license":"MIT","stars":98724,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"using agent skills discovers and invokes agent skills. use when starting a session, or when you need to decide which skill or workflow applies to the piece of work at hand. this is the meta-skill that governs how all other skills are discovered and invoked. using-agent-skills coding "},{"slug":"memory","kind":"agent","name":"Knowledge Graph Memory Server","tagline":"A basic implementation of persistent memory using a local knowledge graph. This lets Claude remember information about the user across…","author":"modelcontextprotocol","license":"MIT","stars":90538,"dept":"operations","deptName":"Operations","task":"operations/keep-notes","taskName":"Notes & knowledge","hay":"knowledge graph memory server a basic implementation of persistent memory using a local knowledge graph. this lets claude remember information about the user across… memory coding "},{"slug":"git","kind":"agent","name":"mcp-server-git: A git MCP server","tagline":"A Model Context Protocol server for Git repository interaction and automation. This server provides tools to read, search, and manipulate…","author":"modelcontextprotocol","license":"MIT","stars":90538,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"mcp-server-git: a git mcp server a model context protocol server for git repository interaction and automation. this server provides tools to read, search, and manipulate… git data & ai "},{"slug":"sequentialthinking","kind":"agent","name":"Sequential Thinking MCP Server","tagline":"An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.","author":"modelcontextprotocol","license":"MIT","stars":90538,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"sequential thinking mcp server an mcp server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process. sequentialthinking coding "},{"slug":"time","kind":"agent","name":"Time MCP Server","tagline":"A Model Context Protocol server that provides time and timezone conversion capabilities. This server enables LLMs to get current time…","author":"modelcontextprotocol","license":"MIT","stars":90538,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"time mcp server a model context protocol server that provides time and timezone conversion capabilities. this server enables llms to get current time… time data & ai "},{"slug":"context7-cli","kind":"skill","name":"ctx7 CLI","tagline":"Use the ctx7 CLI to fetch library documentation, manage AI coding skills, and configure Context7 MCP. Activate when the user mentions \"ctx7\" or \"context7\", needs current docs for any library, wants to install/search/generate skills, or needs to set up Context7 for their AI coding agent.","author":"upstash","license":"MIT","stars":62297,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ctx7 cli use the ctx7 cli to fetch library documentation, manage ai coding skills, and configure context7 mcp. activate when the user mentions \"ctx7\" or \"context7\", needs current docs for any library, wants to install/search/generate skills, or needs to set up context7 for their ai coding agent. context7-cli uncategorised "},{"slug":"docs-researcher","kind":"agent","name":"Docs researcher","tagline":"Lightweight agent for fetching library documentation without cluttering your main conversation context.","author":"upstash","license":"MIT","stars":62297,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"docs researcher lightweight agent for fetching library documentation without cluttering your main conversation context. docs-researcher uncategorised "},{"slug":"find-docs","kind":"skill","name":"Documentation Lookup","tagline":"Retrieves up-to-date documentation, API references, and code examples for any developer technology. Use this skill whenever the user asks about a specific library, framework, SDK, CLI tool, or cloud service — even for well-known ones like React, Next.js, Prisma, Express, Tailwind, Django, or Spring Boot. Your training data may not reflect recent API changes or version updates. Always use for: API syntax questions, configuration options, version migration issues, \"how do I\" questions mentioning a library name, debugging that involves library-specific behavior, setup instructions, and CLI tool usage. Use even when you think you know the answer — do not rely on training data for API details, signatures, or configuration options as they are frequently outdated. Always verify against current docs. Prefer this over web search for library documentation and API details.","author":"upstash","license":"MIT","stars":62297,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"documentation lookup retrieves up-to-date documentation, api references, and code examples for any developer technology. use this skill whenever the user asks about a specific library, framework, sdk, cli tool, or cloud service — even for well-known ones like react, next.js, prisma, express, tailwind, django, or spring boot. your training data may not reflect recent api changes or version updates. always use for: api syntax questions, configuration options, version migration issues, \"how do i\" questions mentioning a library name, debugging that involves library-specific behavior, setup instructions, and cli tool usage. use even when you think you know the answer — do not rely on training data for api details, signatures, or configuration options as they are frequently outdated. always verify against current docs. prefer this over web search for library documentation and api details. find-docs coding "},{"slug":"ai-seo","kind":"skill","name":"AI SEO","tagline":"When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM optimizati","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"ai seo when the user wants to optimize content for ai search engines, get cited by llms, or appear in ai-generated answers. also use when the user mentions 'ai seo,' 'aeo,' 'geo,' 'llmo,' 'answer engine optimization,' 'generative engine optimization,' 'llm optimizati ai-seo data & ai "},{"slug":"analytics","kind":"skill","name":"Analytics Tracking","tagline":"When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions \"set up tracking,\" \"GA4,\" \"Google Analytics,\" \"conversion tracking,\" \"event tracking,\" \"UTM parameters,\" \"tag manager,\" \"GTM,\" \"analytics implementation,\" \"tracking plan,\" \"how do I measure this,\" \"track conversions,\" \"Mixpanel,\" \"Segment,\" \"are my events firing,\" or \"analytics isn't working.\" Use this whenever someone asks how to know if something is working or wants to measure marketing results. For choosing attribution models, comparing multi-touch/MMM/incrementality, or reconciling conflicting numbers across tools, see attribution. For A/B test measurement, see ab-testing.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/measure-marketing","taskName":"Attribution","hay":"analytics tracking when the user wants to set up, improve, or audit analytics tracking and measurement. also use when the user mentions \"set up tracking,\" \"ga4,\" \"google analytics,\" \"conversion tracking,\" \"event tracking,\" \"utm parameters,\" \"tag manager,\" \"gtm,\" \"analytics implementation,\" \"tracking plan,\" \"how do i measure this,\" \"track conversions,\" \"mixpanel,\" \"segment,\" \"are my events firing,\" or \"analytics isn't working.\" use this whenever someone asks how to know if something is working or wants to measure marketing results. for choosing attribution models, comparing multi-touch/mmm/incrementality, or reconciling conflicting numbers across tools, see attribution. for a/b test measurement, see ab-testing. analytics marketing "},{"slug":"aso","kind":"skill","name":"ASO Audit","tagline":"When the user wants to audit or optimize an App Store or Google Play listing. Also use when the user mentions 'ASO audit,' 'app store optimization,' 'optimize my app listing,' 'improve app visibility,' 'app store ranking,' 'audit my listing,' 'why aren't peopl","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/app-store-listing","taskName":"App store (ASO)","hay":"aso audit when the user wants to audit or optimize an app store or google play listing. also use when the user mentions 'aso audit,' 'app store optimization,' 'optimize my app listing,' 'improve app visibility,' 'app store ranking,' 'audit my listing,' 'why aren't peopl aso coding "},{"slug":"revops","kind":"skill","name":"Build a system for handling sales leads","tagline":"Tell us how leads reach your team today and you get back a written playbook for scoring, routing, and following up on every lead fast.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"build a system for handling sales leads tell us how leads reach your team today and you get back a written playbook for scoring, routing, and following up on every lead fast. revops business & ops leads come in from all over and half of them go cold before anyone calls back. nobody agrees on which leads are worth chasing or whose job it is to chase them."},{"slug":"cold-email","kind":"skill","name":"Cold Email Writing","tagline":"Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails, prospecting emails, cold email campaigns, sales development emails, or SDR emails. Also use when the user mentions \"cold outreach,\" \"prospecting email,\" \"outbound email,\" \"email to leads,\" \"reach out to prospects,\" \"sales email,\" \"follow-up email sequence,\" \"nobody's replying to my emails,\" or \"how do I write a cold email.\" Covers subject lines, opening lines, body copy, CTAs, personalization, and multi-touch follow-up sequences. For warm/lifecycle email sequences, see emails. For sales collateral beyond emails, see sales-enablement.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"cold email writing write b2b cold emails and follow-up sequences that get replies. use when the user wants to write cold outreach emails, prospecting emails, cold email campaigns, sales development emails, or sdr emails. also use when the user mentions \"cold outreach,\" \"prospecting email,\" \"outbound email,\" \"email to leads,\" \"reach out to prospects,\" \"sales email,\" \"follow-up email sequence,\" \"nobody's replying to my emails,\" or \"how do i write a cold email.\" covers subject lines, opening lines, body copy, ctas, personalization, and multi-touch follow-up sequences. for warm/lifecycle email sequences, see emails. for sales collateral beyond emails, see sales-enablement. cold-email marketing "},{"slug":"competitors","kind":"skill","name":"Competitor & Alternative Pages","tagline":"When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' 'competitive landing pages,' 'how do we compare to X,' 'battle card,' or 'competitor teardown.' Use this for any content that positions your product against competitors. Covers four formats: singular alternative, plural alternatives, you vs competitor, and competitor vs competitor. For sales-specific competitor docs, see sales-enablement.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor & alternative pages when the user wants to create competitor comparison or alternative pages for seo and sales enablement. also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[product] vs [product],' '[product] alternative,' 'competitive landing pages,' 'how do we compare to x,' 'battle card,' or 'competitor teardown.' use this for any content that positions your product against competitors. covers four formats: singular alternative, plural alternatives, you vs competitor, and competitor vs competitor. for sales-specific competitor docs, see sales-enablement. competitors marketing "},{"slug":"competitor-profiling","kind":"skill","name":"Competitor profiling","tagline":"When the user wants to research, profile, or analyze competitors from their URLs. Also use when the user mentions 'competitor profile,' 'competitor research,' 'competitor analysis,' 'profile this competitor,' 'analyze competitor,' 'competitive intelligence,' '","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor profiling when the user wants to research, profile, or analyze competitors from their urls. also use when the user mentions 'competitor profile,' 'competitor research,' 'competitor analysis,' 'profile this competitor,' 'analyze competitor,' 'competitive intelligence,' ' competitor-profiling coding "},{"slug":"content-strategy","kind":"skill","name":"Content strategy","tagline":"When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions \"content strategy,\" \"what should I write about,\" \"content ideas,\" \"blog strategy,\" \"topic clusters,\" \"content pla","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"content strategy when the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. also use when the user mentions \"content strategy,\" \"what should i write about,\" \"content ideas,\" \"blog strategy,\" \"topic clusters,\" \"content pla content-strategy content & docs "},{"slug":"cro","kind":"skill","name":"Conversion Rate Optimization (CRO)","tagline":"When the user wants to optimize, improve, or increase conversions on any marketing page or form — including homepage, landing pages, pricing pages, feature pages, lead capture forms, or contact forms. Also use when the user says 'CRO,' 'conversion rate optimization,' 'this page isn't converting,' 'improve conversions,' 'why isn't this page working,' 'my landing page sucks,' 'form abandonment,' 'nobody's converting,' 'low conversion rate,' or 'this page needs work.' Use this even if the user just shares a URL and asks for feedback. For signup/registration flows, see signup. For post-signup activation, see onboarding. For popups/modals, see popups.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"conversion rate optimization (cro) when the user wants to optimize, improve, or increase conversions on any marketing page or form — including homepage, landing pages, pricing pages, feature pages, lead capture forms, or contact forms. also use when the user says 'cro,' 'conversion rate optimization,' 'this page isn't converting,' 'improve conversions,' 'why isn't this page working,' 'my landing page sucks,' 'form abandonment,' 'nobody's converting,' 'low conversion rate,' or 'this page needs work.' use this even if the user just shares a url and asks for feedback. for signup/registration flows, see signup. for post-signup activation, see onboarding. for popups/modals, see popups. cro marketing "},{"slug":"copy-editing","kind":"skill","name":"Copy editing","tagline":"When the user wants to edit, review, or improve existing marketing copy, or refresh outdated content. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' 'copy sweep,' 'tighten this up,' 'this reads awkwardly,' 'clean up this text,' 'too wordy,' 'sharpen the messaging,' 'refresh this content,' 'update this page,' 'this content is outdated,' or 'content audit.' Use this when the user already has copy and wants it improved or refreshed rather than rewritten from scratch. For writing new copy, see copywriting.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"copy editing when the user wants to edit, review, or improve existing marketing copy, or refresh outdated content. also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' 'copy sweep,' 'tighten this up,' 'this reads awkwardly,' 'clean up this text,' 'too wordy,' 'sharpen the messaging,' 'refresh this content,' 'update this page,' 'this content is outdated,' or 'content audit.' use this when the user already has copy and wants it improved or refreshed rather than rewritten from scratch. for writing new copy, see copywriting. copy-editing marketing "},{"slug":"directory-submissions","kind":"skill","name":"Directory submissions","tagline":"When the user wants to submit their product to startup, SaaS, AI, agent, MCP, no-code, or review directories for backlinks, domain rating, and discovery. Also use when the user mentions \"directory submissions,\" \"submit to directories,\" \"backlinks from directories,\" \"list my product,\" \"submit to Product Hunt,\" \"BetaList,\" \"TAAFT,\" \"Futurepedia,\" \"G2 listing,\" \"Capterra listing,\" \"AlternativeTo,\" \"SaaSHub,\" \"AI directories,\" \"MCP registry,\" \"agent directory,\" \"dofollow backlinks,\" \"launch directories,\" or \"directory tracker.\" Use this whenever someone is planning the directory layer of a product launch or an ongoing backlink campaign. For the broader launch moment, see launch. For programmatic SEO pages that should live behind these backlinks, see programmatic-seo. For AI citation optimization, see ai-seo.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"directory submissions when the user wants to submit their product to startup, saas, ai, agent, mcp, no-code, or review directories for backlinks, domain rating, and discovery. also use when the user mentions \"directory submissions,\" \"submit to directories,\" \"backlinks from directories,\" \"list my product,\" \"submit to product hunt,\" \"betalist,\" \"taaft,\" \"futurepedia,\" \"g2 listing,\" \"capterra listing,\" \"alternativeto,\" \"saashub,\" \"ai directories,\" \"mcp registry,\" \"agent directory,\" \"dofollow backlinks,\" \"launch directories,\" or \"directory tracker.\" use this whenever someone is planning the directory layer of a product launch or an ongoing backlink campaign. for the broader launch moment, see launch. for programmatic seo pages that should live behind these backlinks, see programmatic-seo. for ai citation optimization, see ai-seo. directory-submissions marketing "},{"slug":"emails","kind":"skill","name":"Email Sequence Design","tagline":"Tell us about your business and who just signed up, and get back a ready-to-send series of emails that welcomes them and turns them into buyers.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"email sequence design tell us about your business and who just signed up, and get back a ready-to-send series of emails that welcomes them and turns them into buyers. emails business & ops people sign up or buy from you and then you never really follow up, so they forget about you and drift away. you know you should be emailing them but you have no idea what to say or when to send it."},{"slug":"events","kind":"skill","name":"Event Marketing","tagline":"When the user wants to plan, run, sponsor, speak at, or get pipeline from events — webinars, conferences, trade shows, meetups, dinners, workshops, virtual summits, or user conferences. Also use when the user mentions 'event marketing,' 'field marketing,' 'run","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"event marketing when the user wants to plan, run, sponsor, speak at, or get pipeline from events — webinars, conferences, trade shows, meetups, dinners, workshops, virtual summits, or user conferences. also use when the user mentions 'event marketing,' 'field marketing,' 'run events infrastructure & ops "},{"slug":"attribution","kind":"skill","name":"Find Out Which Marketing Actually Made The Sale","tagline":"Paste the conflicting numbers from your ad accounts, website stats and sales records; get back one honest read on which channels really drove sales and where to put your budget.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/measure-marketing","taskName":"Attribution","hay":"find out which marketing actually made the sale paste the conflicting numbers from your ad accounts, website stats and sales records; get back one honest read on which channels really drove sales and where to put your budget. attribution data & ai google says one thing, facebook says another, and your website stats say something else entirely — and if you add them all up you 'sold' twice as much as you actually did. you have no idea which ads and channels are truly worth the money and which are just taking credit for sales you'd have won anyway."},{"slug":"co-marketing","kind":"skill","name":"Find partners to run joint promotions with","tagline":"Tell us about your business and who you sell to, and get a shortlist of ideal partner companies plus specific joint campaign ideas to grow your audience together.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"find partners to run joint promotions with tell us about your business and who you sell to, and get a shortlist of ideal partner companies plus specific joint campaign ideas to grow your audience together. co-marketing business & ops you know teaming up with another business could get you in front of way more customers, but you have no idea who to approach or what to actually pitch them. every attempt feels like a cold shot in the dark that goes nowhere."},{"slug":"free-tools","kind":"skill","name":"Free Tool Strategy (Engineering as Marketing)","tagline":"When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions \"engineering as marketing,\" \"free tool,\" \"marketing tool,\" \"calculator,\" \"generator,\" \"interact","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"free tool strategy (engineering as marketing) when the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, seo value, or brand awareness. also use when the user mentions \"engineering as marketing,\" \"free tool,\" \"marketing tool,\" \"calculator,\" \"generator,\" \"interact free-tools design & ui "},{"slug":"image","kind":"skill","name":"Image","tagline":"When the user wants to create, generate, edit, or optimize images for marketing — blog heroes, social graphics, product mockups, profile banners, listing visuals, or brand assets. Also use when the user mentions 'AI image generation,' 'generate an image,' 'create a graphic,' 'product mockup,' 'hero image,' 'social media graphic,' 'banner image,' 'cover photo,' 'profile banner,' 'listing screenshot,' 'Flux,' 'Flux Kontext,' 'Midjourney,' 'DALL-E,' 'GPT Image,' 'ChatGPT Images,' 'Ideogram,' 'Gemini image,' 'Nano Banana,' 'Recraft,' 'Stable Diffusion,' 'Canva,' 'Figma,' 'image optimization,' 'compress images,' 'WebP,' or 'OG image.' Use this for general-purpose marketing image creation and optimization. For paid ad image creative and platform-specific ad specs, see ad-creative. For video production, see video.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"image when the user wants to create, generate, edit, or optimize images for marketing — blog heroes, social graphics, product mockups, profile banners, listing visuals, or brand assets. also use when the user mentions 'ai image generation,' 'generate an image,' 'create a graphic,' 'product mockup,' 'hero image,' 'social media graphic,' 'banner image,' 'cover photo,' 'profile banner,' 'listing screenshot,' 'flux,' 'flux kontext,' 'midjourney,' 'dall-e,' 'gpt image,' 'chatgpt images,' 'ideogram,' 'gemini image,' 'nano banana,' 'recraft,' 'stable diffusion,' 'canva,' 'figma,' 'image optimization,' 'compress images,' 'webp,' or 'og image.' use this for general-purpose marketing image creation and optimization. for paid ad image creative and platform-specific ad specs, see ad-creative. for video production, see video. image marketing "},{"slug":"influencer-marketing","kind":"skill","name":"Influencer & Creator Marketing","tagline":"When the user wants to run influencer, creator, or ambassador partnerships to promote their product — finding and vetting partners, structuring deals, briefing creators, disclosure compliance, and measuring ROI. Also use when the user mentions 'influencer mark","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/partner-influencer","taskName":"Partners & influencers","hay":"influencer & creator marketing when the user wants to run influencer, creator, or ambassador partnerships to promote their product — finding and vetting partners, structuring deals, briefing creators, disclosure compliance, and measuring roi. also use when the user mentions 'influencer mark influencer-marketing coding "},{"slug":"launch","kind":"skill","name":"Launch Strategy","tagline":"When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'how do I launch this,' 'launch checklist,' 'GTM plan,' or 'we're about to ship.' Use this whenever someone is preparing to release something publicly. For ongoing marketing after launch, see marketing-ideas. For the offer being launched (bonuses, guarantees, scarcity, naming), see offers.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"launch strategy when the user wants to plan a product launch, feature announcement, or release strategy. also use when the user mentions 'launch,' 'product hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'how do i launch this,' 'launch checklist,' 'gtm plan,' or 'we're about to ship.' use this whenever someone is preparing to release something publicly. for ongoing marketing after launch, see marketing-ideas. for the offer being launched (bonuses, guarantees, scarcity, naming), see offers. launch marketing "},{"slug":"marketing-ideas","kind":"skill","name":"Marketing Ideas for SaaS","tagline":"When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' 'ideas to grow,' 'what else can I try,' 'I don't know how to market this,' 'brainstorm marketing,' or 'what marketing should I do.' Use this as a starting point whenever someone is stuck or looking for inspiration on how to grow. For specific channel execution, see the relevant skill (ads, social, emails, etc.).","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/plan-marketing","taskName":"Marketing strategy","hay":"marketing ideas for saas when the user needs marketing ideas, inspiration, or strategies for their saas or software product. also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' 'ideas to grow,' 'what else can i try,' 'i don't know how to market this,' 'brainstorm marketing,' or 'what marketing should i do.' use this as a starting point whenever someone is stuck or looking for inspiration on how to grow. for specific channel execution, see the relevant skill (ads, social, emails, etc.). marketing-ideas marketing "},{"slug":"marketing-loops","kind":"skill","name":"Marketing loops","tagline":"When the user wants to set up a recurring, self-running marketing workflow — a repeatable loop an AI agent runs on a cadence (weekly, daily, on a trigger) rather than a one-off task. Also use when the user mentions 'marketing loop,' 'recurring marketing workflow,' 'automate my marketing,' 'marketing on autopilot,' 'weekly marketing review,' 'ad fatigue check,' 'content refresh loop,' 'churn watch,' 'ranking drop alert,' 'always-on marketing,' 'marketing automation workflow,' or 'run this every week.' Use this to pick, adapt, and schedule an ongoing marketing loop that orchestrates the other marketing skills. For one-off marketing ideas, see marketing-ideas. For the experimentation loop specifically, see ab-testing.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"marketing loops when the user wants to set up a recurring, self-running marketing workflow — a repeatable loop an ai agent runs on a cadence (weekly, daily, on a trigger) rather than a one-off task. also use when the user mentions 'marketing loop,' 'recurring marketing workflow,' 'automate my marketing,' 'marketing on autopilot,' 'weekly marketing review,' 'ad fatigue check,' 'content refresh loop,' 'churn watch,' 'ranking drop alert,' 'always-on marketing,' 'marketing automation workflow,' or 'run this every week.' use this to pick, adapt, and schedule an ongoing marketing loop that orchestrates the other marketing skills. for one-off marketing ideas, see marketing-ideas. for the experimentation loop specifically, see ab-testing. marketing-loops marketing "},{"slug":"marketing-plan","kind":"skill","name":"Marketing plan","tagline":"When the user needs a comprehensive marketing plan for a client, a company they advise, or their own product. Also use when the user mentions \"marketing plan,\" \"growth plan,\" \"GTM plan,\" \"go-to-market plan,\" \"AARRR plan,\" \"90-day marketing plan,\" \"12-month marketing roadmap,\" \"fractional CMO plan,\" or \"fCMO plan.\" Generates an exhaustive 13-section plan structured by AARRR (Acquisition, Activation, Retention, Referral, Revenue), customized to the client's current budget, team, and stage, mapped to future funding milestones, cross-referenced with the 139-idea marketing-ideas library and an embedded 17-section current-state audit rubric, with a full marketing operations stack showing which skills and MCP/API integrations execute each part. Outputs a Notion-paste-ready markdown document. For positioning and ICP context before planning, see product-marketing. For stage-specific deep work, see onboarding, signup, emails, referrals, pricing.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/plan-marketing","taskName":"Marketing strategy","hay":"marketing plan when the user needs a comprehensive marketing plan for a client, a company they advise, or their own product. also use when the user mentions \"marketing plan,\" \"growth plan,\" \"gtm plan,\" \"go-to-market plan,\" \"aarrr plan,\" \"90-day marketing plan,\" \"12-month marketing roadmap,\" \"fractional cmo plan,\" or \"fcmo plan.\" generates an exhaustive 13-section plan structured by aarrr (acquisition, activation, retention, referral, revenue), customized to the client's current budget, team, and stage, mapped to future funding milestones, cross-referenced with the 139-idea marketing-ideas library and an embedded 17-section current-state audit rubric, with a full marketing operations stack showing which skills and mcp/api integrations execute each part. outputs a notion-paste-ready markdown document. for positioning and icp context before planning, see product-marketing. for stage-specific deep work, see onboarding, signup, emails, referrals, pricing. marketing-plan marketing "},{"slug":"marketing-psychology","kind":"skill","name":"Marketing Psychology & Mental Models","tagline":"When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' 'consumer behavior,' 'anchoring,' 'social proof,' 'scarcity,' 'loss aversion,' 'framing,' or 'nudge.' Use this whenever someone wants to understand or leverage how people think and make decisions in a marketing context. For applying psychology to specific pages, see cro; for pricing tactics, see pricing; for copy framing, see copywriting.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"marketing psychology & mental models when the user wants to apply psychological principles, mental models, or behavioral science to marketing. also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' 'consumer behavior,' 'anchoring,' 'social proof,' 'scarcity,' 'loss aversion,' 'framing,' or 'nudge.' use this whenever someone wants to understand or leverage how people think and make decisions in a marketing context. for applying psychology to specific pages, see cro; for pricing tactics, see pricing; for copy framing, see copywriting. marketing-psychology marketing "},{"slug":"offers","kind":"skill","name":"Offer Design","tagline":"Tell us what you sell, your price, and who it's for. Get back a stronger deal: better bonuses, a fair guarantee, an honest reason to buy now, and a sharper name and price.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"offer design tell us what you sell, your price, and who it's for. get back a stronger deal: better bonuses, a fair guarantee, an honest reason to buy now, and a sharper name and price. offers business & ops people check out what i'm selling and just don't buy, even though it's genuinely good. i keep rewriting the words on my page but nothing actually moves."},{"slug":"onboarding","kind":"skill","name":"Onboarding CRO","tagline":"When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions \"onboarding flow,\" \"activation rate,\" \"user activation,\" \"first-run experience,\" \"empty states,\" \"onboarding checkl","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"support","deptName":"Customer support","task":"support/onboard-customer","taskName":"Customer onboarding","hay":"onboarding cro when the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. also use when the user mentions \"onboarding flow,\" \"activation rate,\" \"user activation,\" \"first-run experience,\" \"empty states,\" \"onboarding checkl onboarding coding "},{"slug":"ads","kind":"skill","name":"Paid Ads","tagline":"When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ROAS,' 'CPA,' 'ad campaign,' 'retargeting,' 'audience targeting,' 'Google Ads,' 'Facebook ads,' 'LinkedIn ads,' 'ad budget,' 'cost per click,' 'ad spend,' 'should I run ads,' 'ABM,' 'account-based marketing,' 'B2B ads,' 'lead quality,' 'negative keywords,' 'Performance Max,' 'thought leader ads,' or 'when should I kill an ad.' Use this for campaign strategy, audience targeting, bidding, and optimization. For bulk ad creative generation and iteration, see ad-creative. For landing page optimization, see cro.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"paid ads when the user wants help with paid advertising campaigns on google ads, meta (facebook/instagram), linkedin, twitter/x, or other ad platforms. also use when the user mentions 'ppc,' 'paid media,' 'roas,' 'cpa,' 'ad campaign,' 'retargeting,' 'audience targeting,' 'google ads,' 'facebook ads,' 'linkedin ads,' 'ad budget,' 'cost per click,' 'ad spend,' 'should i run ads,' 'abm,' 'account-based marketing,' 'b2b ads,' 'lead quality,' 'negative keywords,' 'performance max,' 'thought leader ads,' or 'when should i kill an ad.' use this for campaign strategy, audience targeting, bidding, and optimization. for bulk ad creative generation and iteration, see ad-creative. for landing page optimization, see cro. ads marketing "},{"slug":"paywalls","kind":"skill","name":"Paywall and Upgrade Screen CRO","tagline":"When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,\" \"upsell,\" \"feature gate,\" \"convert free to paid,\" \"freemium conversion,\" \"trial expiration screen,\" \"limit reached screen,\" \"plan upgrade prompt,\" \"in-app pricing,\" \"free users won't upgrade,\" \"trial to paid conversion,\" or \"how do I get users to pay.\" Use this for any in-product moment where you're asking users to upgrade. Distinct from public pricing pages (see cro) — this focuses on in-product upgrade moments where the user has already experienced value. For pricing decisions, see pricing.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"paywall and upgrade screen cro when the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,\" \"upsell,\" \"feature gate,\" \"convert free to paid,\" \"freemium conversion,\" \"trial expiration screen,\" \"limit reached screen,\" \"plan upgrade prompt,\" \"in-app pricing,\" \"free users won't upgrade,\" \"trial to paid conversion,\" or \"how do i get users to pay.\" use this for any in-product moment where you're asking users to upgrade. distinct from public pricing pages (see cro) — this focuses on in-product upgrade moments where the user has already experienced value. for pricing decisions, see pricing. paywalls marketing "},{"slug":"community-marketing","kind":"skill","name":"Plan to Launch and Grow Your Community","tagline":"Tell us about your business and members, and get back a step-by-step plan to start a community, keep people active, and turn them into fans.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"plan to launch and grow your community tell us about your business and members, and get back a step-by-step plan to start a community, keep people active, and turn them into fans. community-marketing content & docs you want a place where your customers hang out, help each other, and spread the word, but you have no idea how to get it off the ground. everyone says 'build a community' and nobody tells you what to actually do first."},{"slug":"popups","kind":"skill","name":"Popup CRO","tagline":"When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also use when the user mentions \"exit intent,\" \"popup conversions,\" \"modal optimization,\" \"lead capture popup,\" \"email popup,\" \"announcement banner,\" \"overlay,\" \"collect emails with a popup,\" \"exit popup,\" \"scroll trigger,\" \"sticky bar,\" or \"notification bar.\" Use this for any overlay or interrupt-style conversion element. For forms outside of popups, see cro. For general page conversion optimization, see cro.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"popup cro when the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. also use when the user mentions \"exit intent,\" \"popup conversions,\" \"modal optimization,\" \"lead capture popup,\" \"email popup,\" \"announcement banner,\" \"overlay,\" \"collect emails with a popup,\" \"exit popup,\" \"scroll trigger,\" \"sticky bar,\" or \"notification bar.\" use this for any overlay or interrupt-style conversion element. for forms outside of popups, see cro. for general page conversion optimization, see cro. popups marketing "},{"slug":"pricing","kind":"skill","name":"Pricing Strategy","tagline":"Tell us what you sell and who buys it, and get back a clear pricing plan with tiers, price points, and the reasoning behind each number.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"pricing strategy tell us what you sell and who buys it, and get back a clear pricing plan with tiers, price points, and the reasoning behind each number. pricing business & ops i'm guessing at my prices and i'm scared i'm either scaring people off or leaving money on the table. i don't know how to build tiers or what to actually charge."},{"slug":"product-marketing","kind":"skill","name":"Product Marketing Context","tagline":"When the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing context,' 'set up context,' 'positioning,' 'who is my target audience,' 'describe my product,' 'ICP,' 'ideal customer profile,' or wants to avoid repeating foundational information across marketing tasks. Use this at the start of any new project before using other marketing skills — it creates `.agents/product-marketing.md` that all other skills reference for product, audience, and positioning context.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"product marketing context when the user wants to create or update their product marketing context document. also use when the user mentions 'product context,' 'marketing context,' 'set up context,' 'positioning,' 'who is my target audience,' 'describe my product,' 'icp,' 'ideal customer profile,' or wants to avoid repeating foundational information across marketing tasks. use this at the start of any new project before using other marketing skills — it creates `.agents/product-marketing.md` that all other skills reference for product, audience, and positioning context. product-marketing marketing "},{"slug":"programmatic-seo","kind":"skill","name":"Programmatic SEO","tagline":"When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions \"programmatic SEO,\" \"template pages,\" \"pages at scale,\" \"directory pages,\" \"location pages,\" \"[keyword] + [city] pages,\" \"comparison pages,\" \"inte","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"programmatic seo when the user wants to create seo-driven pages at scale using templates and data. also use when the user mentions \"programmatic seo,\" \"template pages,\" \"pages at scale,\" \"directory pages,\" \"location pages,\" \"[keyword] + [city] pages,\" \"comparison pages,\" \"inte programmatic-seo coding "},{"slug":"public-relations","kind":"skill","name":"Public Relations & Earned Media","tagline":"When the user wants help with public relations, earned media, press coverage, journalist outreach, or media strategy (not pull requests). Also use when the user mentions 'PR,' 'public relations,' 'press,' 'press release,' 'press coverage,' 'media outreach,' 'pitch a journalist,' 'get featured,' 'media list,' 'media kit,' 'press kit,' 'newsjacking,' 'news hijack,' 'HARO,' 'Qwoted,' 'Featured,' 'Help A Reporter,' 'reporter request,' 'tech press,' 'TechCrunch,' 'earned media,' 'thought leadership placement,' 'op-ed,' 'guest article,' 'press contacts,' 'podcast prep,' 'going on a podcast,' 'podcast guest,' 'prep me for this podcast,' or 'how do I get press.' Use this for earned media work — finding journalists, pitching stories, newsjacking, prepping podcast appearances, and responding to press requests. For startup/SaaS/AI directory submissions, see directory-submissions. For product launches, see launch. For social-media engagement, see social. For cold-email outreach to prospects, see cold-email.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/run-pr","taskName":"PR & reputation","hay":"public relations & earned media when the user wants help with public relations, earned media, press coverage, journalist outreach, or media strategy (not pull requests). also use when the user mentions 'pr,' 'public relations,' 'press,' 'press release,' 'press coverage,' 'media outreach,' 'pitch a journalist,' 'get featured,' 'media list,' 'media kit,' 'press kit,' 'newsjacking,' 'news hijack,' 'haro,' 'qwoted,' 'featured,' 'help a reporter,' 'reporter request,' 'tech press,' 'techcrunch,' 'earned media,' 'thought leadership placement,' 'op-ed,' 'guest article,' 'press contacts,' 'podcast prep,' 'going on a podcast,' 'podcast guest,' 'prep me for this podcast,' or 'how do i get press.' use this for earned media work — finding journalists, pitching stories, newsjacking, prepping podcast appearances, and responding to press requests. for startup/saas/ai directory submissions, see directory-submissions. for product launches, see launch. for social-media engagement, see social. for cold-email outreach to prospects, see cold-email. public-relations marketing "},{"slug":"referrals","kind":"skill","name":"Referral & Affiliate Programs","tagline":"When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' 'refer a friend,' 'partner program,' 'referral incentive,' 'how to get referrals,' 'customers referring customers,' or 'affiliate payout.' Use this whenever someone wants existing users or partners to bring in new customers. For launch-specific virality, see launch.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/run-affiliate","taskName":"Affiliate programs","hay":"referral & affiliate programs when the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' 'refer a friend,' 'partner program,' 'referral incentive,' 'how to get referrals,' 'customers referring customers,' or 'affiliate payout.' use this whenever someone wants existing users or partners to bring in new customers. for launch-specific virality, see launch. referrals marketing "},{"slug":"sales-enablement","kind":"skill","name":"Sales materials that help you close deals","tagline":"Tell us what you sell and who buys it; get back a pitch outline, a one-page leave-behind, and ready answers to the objections you hear most.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"sales materials that help you close deals tell us what you sell and who buys it; get back a pitch outline, a one-page leave-behind, and ready answers to the objections you hear most. sales-enablement business & ops you know your product is good, but when you're in front of a buyer the words come out messy and you lose the deal. you need a clear pitch and quick comebacks for the 'too expensive' and 'we already use something' pushback."},{"slug":"schema","kind":"skill","name":"Schema Markup","tagline":"When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions \"schema markup,\" \"structured data,\" \"JSON-LD,\" \"rich snippets,\" \"schema.org,\" \"FAQ schema,\" \"product schema,\" \"review schema,\" \"breadcrumb schema,\" \"Google rich results,\" \"knowledge panel,\" \"star ratings in search,\" or \"add structured data.\" Use this whenever someone wants their pages to show enhanced results in Google. For broader SEO issues, see seo-audit. For AI search optimization, see ai-seo.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"schema markup when the user wants to add, fix, or optimize schema markup and structured data on their site. also use when the user mentions \"schema markup,\" \"structured data,\" \"json-ld,\" \"rich snippets,\" \"schema.org,\" \"faq schema,\" \"product schema,\" \"review schema,\" \"breadcrumb schema,\" \"google rich results,\" \"knowledge panel,\" \"star ratings in search,\" or \"add structured data.\" use this whenever someone wants their pages to show enhanced results in google. for broader seo issues, see seo-audit. for ai search optimization, see ai-seo. schema marketing "},{"slug":"seo-audit","kind":"skill","name":"SEO audit","tagline":"When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions \"SEO audit,\" \"technical SEO,\" \"why am I not ranking,\" \"SEO issues,\" \"on-page SEO,\" \"meta tags review,\" \"SEO health check,\" \"my traffic dropped,\" \"lost rankings,\" \"not showing up in Google,\" \"site isn't ranking,\" \"Google update hit me,\" \"page speed,\" \"core web vitals,\" \"crawl errors,\" or \"indexing issues.\" Use this even if the user just says something vague like \"my SEO is bad\" or \"help with SEO\" — start with an audit. For building pages at scale to target keywords, see programmatic-seo. For adding structured data, see schema. For AI search optimization, see ai-seo.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo audit when the user wants to audit, review, or diagnose seo issues on their site. also use when the user mentions \"seo audit,\" \"technical seo,\" \"why am i not ranking,\" \"seo issues,\" \"on-page seo,\" \"meta tags review,\" \"seo health check,\" \"my traffic dropped,\" \"lost rankings,\" \"not showing up in google,\" \"site isn't ranking,\" \"google update hit me,\" \"page speed,\" \"core web vitals,\" \"crawl errors,\" or \"indexing issues.\" use this even if the user just says something vague like \"my seo is bad\" or \"help with seo\" — start with an audit. for building pages at scale to target keywords, see programmatic-seo. for adding structured data, see schema. for ai search optimization, see ai-seo. seo-audit marketing "},{"slug":"signup","kind":"skill","name":"Signup Flow CRO","tagline":"When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions \"signup conversions,\" \"registration friction,\" \"signup form optimization,\" \"free trial signup,\" \"reduce signup dropoff,\" \"account creation flow,\" \"people aren't signing up,\" \"signup abandonment,\" \"trial conversion rate,\" \"nobody completes registration,\" \"too many steps to sign up,\" or \"simplify our signup.\" Use this whenever the user has a signup or registration flow that isn't performing. For post-signup onboarding, see onboarding. For lead capture forms (not account creation), see cro.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"signup flow cro when the user wants to optimize signup, registration, account creation, or trial activation flows. also use when the user mentions \"signup conversions,\" \"registration friction,\" \"signup form optimization,\" \"free trial signup,\" \"reduce signup dropoff,\" \"account creation flow,\" \"people aren't signing up,\" \"signup abandonment,\" \"trial conversion rate,\" \"nobody completes registration,\" \"too many steps to sign up,\" or \"simplify our signup.\" use this whenever the user has a signup or registration flow that isn't performing. for post-signup onboarding, see onboarding. for lead capture forms (not account creation), see cro. signup marketing "},{"slug":"site-architecture","kind":"skill","name":"Site architecture","tagline":"When the user wants to plan, map, or restructure their website's page hierarchy, navigation, URL structure, or internal linking. Also use when the user mentions \"sitemap,\" \"site map,\" \"visual sitemap,\" \"site structure,\" \"page hierarchy,\" \"information architecture,\" \"IA,\" \"navigation design,\" \"URL structure,\" \"breadcrumbs,\" \"internal linking strategy,\" \"website planning,\" \"what pages do I need,\" \"how should I organize my site,\" or \"site navigation.\" Use this whenever someone is planning what pages a website should have and how they connect. NOT for XML sitemaps (that's technical SEO — see seo-audit). For SEO audits, see seo-audit. For structured data, see schema.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"site architecture when the user wants to plan, map, or restructure their website's page hierarchy, navigation, url structure, or internal linking. also use when the user mentions \"sitemap,\" \"site map,\" \"visual sitemap,\" \"site structure,\" \"page hierarchy,\" \"information architecture,\" \"ia,\" \"navigation design,\" \"url structure,\" \"breadcrumbs,\" \"internal linking strategy,\" \"website planning,\" \"what pages do i need,\" \"how should i organize my site,\" or \"site navigation.\" use this whenever someone is planning what pages a website should have and how they connect. not for xml sitemaps (that's technical seo — see seo-audit). for seo audits, see seo-audit. for structured data, see schema. site-architecture marketing "},{"slug":"social","kind":"skill","name":"Social Content","tagline":"When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms, or wants to do social listening and engagement triage. Also use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' 'viral content,' 'what should I post,' 'repurpose this content,' 'tweet ideas,' 'LinkedIn carousel,' 'social media strategy,' 'grow my following,' 'TikTok video,' 'Reels,' 'Shorts,' 'video script,' 'video hook,' 'short-form video,' 'create a reel,' 'social listening,' 'brand mentions,' 'competitor monitoring,' 'top posts to comment on,' 'find people asking for,' 'carousel,' 'slide-by-slide,' or 'document post.' Use this for social media content creation, repurposing, scheduling, short-form video scripting, and social listening. For broader content strategy, see content-strategy. For paid ads, see ad-creative. For earned media, see public-relations.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"social content when the user wants help creating, scheduling, or optimizing social media content for linkedin, twitter/x, instagram, tiktok, facebook, or other platforms, or wants to do social listening and engagement triage. also use when the user mentions 'linkedin post,' 'twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' 'viral content,' 'what should i post,' 'repurpose this content,' 'tweet ideas,' 'linkedin carousel,' 'social media strategy,' 'grow my following,' 'tiktok video,' 'reels,' 'shorts,' 'video script,' 'video hook,' 'short-form video,' 'create a reel,' 'social listening,' 'brand mentions,' 'competitor monitoring,' 'top posts to comment on,' 'find people asking for,' 'carousel,' 'slide-by-slide,' or 'document post.' use this for social media content creation, repurposing, scheduling, short-form video scripting, and social listening. for broader content strategy, see content-strategy. for paid ads, see ad-creative. for earned media, see public-relations. social marketing "},{"slug":"customer-research","kind":"skill","name":"Turn customer feedback into clear insights","tagline":"Paste your reviews, survey answers, or support messages and get back the top themes, the exact words customers use, and what's really driving them.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"support","deptName":"Customer support","task":"support/read-feedback","taskName":"Feedback analysis","hay":"turn customer feedback into clear insights paste your reviews, survey answers, or support messages and get back the top themes, the exact words customers use, and what's really driving them. customer-research data & ai i've got piles of reviews, survey replies and support emails but no time to read through it all and figure out what people actually want. i can feel there are patterns in there, but i can't pull out what matters or what to do about it."},{"slug":"video","kind":"skill","name":"Video","tagline":"When the user wants to create, generate, or produce video content using AI tools or programmatic frameworks. Also use when the user mentions 'video production,' 'AI video,' 'Remotion,' 'Hyperframes,' 'HeyGen,' 'Synthesia,' 'Veo,' 'Sora,' 'Runway,' 'Kling,' 'Se","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"video when the user wants to create, generate, or produce video content using ai tools or programmatic frameworks. also use when the user mentions 'video production,' 'ai video,' 'remotion,' 'hyperframes,' 'heygen,' 'synthesia,' 'veo,' 'sora,' 'runway,' 'kling,' 'se video content & docs "},{"slug":"churn-prevention","kind":"skill","name":"Win back customers before they cancel","tagline":"Tell us about your subscription business and why people quit. Get back a ready-to-use plan to keep more customers and recover failed payments.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"support","deptName":"Customer support","task":"support/stop-churn","taskName":"Churn & renewals","hay":"win back customers before they cancel tell us about your subscription business and why people quit. get back a ready-to-use plan to keep more customers and recover failed payments. churn-prevention business & ops people sign up, then quietly drift away or their card fails and they're gone before i even notice. i know i'm losing money every month but i have no plan to stop it or win anyone back."},{"slug":"copywriting","kind":"skill","name":"Write Copy That Turns Visitors Into Buyers","tagline":"Tell us about your business and what page you need. Get back a full set of headlines, section copy, and buttons written to make people take action.","author":"coreyhaines31","license":"MIT","stars":51120,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"write copy that turns visitors into buyers tell us about your business and what page you need. get back a full set of headlines, section copy, and buttons written to make people take action. copywriting business & ops you know your product is good, but the words on your website fall flat and visitors leave without buying. writing copy that actually sells is hard, and you don't have time to guess at it."},{"slug":"analytical-method-validation","kind":"skill","name":"Analytical method validation","tagline":"Plan, execute, and document validation, verification, and transfer of analytical procedures under the governing framework - ICH Q2(R2) and Q14, USP <1220>/<1225>/<1226>, ICH M10 bioanalytical, CLSI EP, or ISO/IEC 17025. Use for HPLC, LC-MS/MS, GC, CE, ICP-MS, dissolution, qNMR, qPCR, NIR, and ligand binding or cell-based assays whenever the question is whether a procedure is fit for its intended purpose. Triggers include \"method validation\", \"analytical method validation\", \"AMV\", \"validation protocol\", \"acceptance criteria\", \"linearity\", \"reportable range\", \"accuracy and precision\", \"repeatability\", \"intermediate precision\", \"recovery\", \"LOD\", \"LOQ\", \"detection limit\", \"quantitation limit\", \"specificity\", \"robustness\", \"method transfer\", \"method comparison\", \"Deming\", \"Passing-Bablok\", \"Bland-Altman\", \"equivalence testing\", \"OOS investigation\", \"ICH Q2\", \"Q2(R2)\", \"Q14\", \"USP 1225\", \"ICH M10\", \"incurred sample reanalysis\", \"ISR\", \"CLSI EP\", and any request to show that an assay works.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"analytical method validation plan, execute, and document validation, verification, and transfer of analytical procedures under the governing framework - ich q2(r2) and q14, usp <1220>/<1225>/<1226>, ich m10 bioanalytical, clsi ep, or iso/iec 17025. use for hplc, lc-ms/ms, gc, ce, icp-ms, dissolution, qnmr, qpcr, nir, and ligand binding or cell-based assays whenever the question is whether a procedure is fit for its intended purpose. triggers include \"method validation\", \"analytical method validation\", \"amv\", \"validation protocol\", \"acceptance criteria\", \"linearity\", \"reportable range\", \"accuracy and precision\", \"repeatability\", \"intermediate precision\", \"recovery\", \"lod\", \"loq\", \"detection limit\", \"quantitation limit\", \"specificity\", \"robustness\", \"method transfer\", \"method comparison\", \"deming\", \"passing-bablok\", \"bland-altman\", \"equivalence testing\", \"oos investigation\", \"ich q2\", \"q2(r2)\", \"q14\", \"usp 1225\", \"ich m10\", \"incurred sample reanalysis\", \"isr\", \"clsi ep\", and any request to show that an assay works. analytical-method-validation science "},{"slug":"anndata","kind":"skill","name":"Anndata","tagline":"Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"anndata data structure for annotated matrices in single-cell analysis. use when working with .h5ad files or integrating with the scverse ecosystem. this is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census. anndata science "},{"slug":"arbor","kind":"skill","name":"Arbor — Autonomous Optimization via Hypothesis Tree Refinement","tagline":"Autonomously improve a real artifact (code, training recipe, agent harness, data pipeline, prompt) against an objective and an evaluator, using Hypothesis Tree Refinement (HTR) from the Arbor paper. Use this whenever someone wants to iteratively optimize something over many experiments without overfitting — e.g. \"get my model's eval score up\", \"improve this agent/harness\", \"tune this pipeline\", \"beat the baseline on this benchmark\", \"run a search over approaches and keep the best\", \"do an MLE-bench / Kaggle-style optimization\", or any long-horizon \"make this artifact better and don't just memorize the dev set\" task. Trigger it even when the user doesn't say \"Arbor\" or \"hypothesis tree\" but describes repeated experiment-and-evaluate loops, branching exploration of competing ideas, or worries about a dev/test gap. Runs Claude itself as the coordinator with subagent executors in isolated git worktrees; for the standalone `arbor` CLI tool see references/arbor-upstream.md.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"arbor — autonomous optimization via hypothesis tree refinement autonomously improve a real artifact (code, training recipe, agent harness, data pipeline, prompt) against an objective and an evaluator, using hypothesis tree refinement (htr) from the arbor paper. use this whenever someone wants to iteratively optimize something over many experiments without overfitting — e.g. \"get my model's eval score up\", \"improve this agent/harness\", \"tune this pipeline\", \"beat the baseline on this benchmark\", \"run a search over approaches and keep the best\", \"do an mle-bench / kaggle-style optimization\", or any long-horizon \"make this artifact better and don't just memorize the dev set\" task. trigger it even when the user doesn't say \"arbor\" or \"hypothesis tree\" but describes repeated experiment-and-evaluate loops, branching exploration of competing ideas, or worries about a dev/test gap. runs claude itself as the coordinator with subagent executors in isolated git worktrees; for the standalone `arbor` cli tool see references/arbor-upstream.md. arbor science "},{"slug":"arboreto","kind":"skill","name":"Arboreto","tagline":"Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data (bulk RNA-seq, single-cell RNA-seq) to identify transcription factor-target gene relationships and regulatory interactions. Supports distributed computation for large-scale datasets.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"arboreto infer gene regulatory networks (grns) from gene expression data using scalable algorithms (grnboost2, genie3). use when analyzing transcriptomics data (bulk rna-seq, single-cell rna-seq) to identify transcription factor-target gene relationships and regulatory interactions. supports distributed computation for large-scale datasets. arboreto science "},{"slug":"astropy","kind":"skill","name":"Astropy","tagline":"Core Python library for astronomy and astrophysics workflows that need Astropy APIs, including units/quantities, coordinates, FITS I/O, tables, time systems, WCS, and cosmology. Use when implementing or debugging astronomical data analysis code with Astropy.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/study-physical","taskName":"Physics & astronomy","hay":"astropy core python library for astronomy and astrophysics workflows that need astropy apis, including units/quantities, coordinates, fits i/o, tables, time systems, wcs, and cosmology. use when implementing or debugging astronomical data analysis code with astropy. astropy science "},{"slug":"autoskill","kind":"skill","name":"Autoskill","tagline":"Observe the user's screen via screenpipe, detect repeated research workflows, match them against existing scientific-agent-skills, and draft new skills (or composition recipes that chain existing ones) for the patterns not yet covered. Use when the user asks to analyze their recent work and propose skills based on what they actually do. Requires the screenpipe daemon (https://github.com/screenpipe/screenpipe) running locally on port 3030 — the skill has no other data source and will refuse to run if screenpipe is unreachable. All detection runs locally; only redacted cluster summaries reach the LLM.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"autoskill observe the user's screen via screenpipe, detect repeated research workflows, match them against existing scientific-agent-skills, and draft new skills (or composition recipes that chain existing ones) for the patterns not yet covered. use when the user asks to analyze their recent work and propose skills based on what they actually do. requires the screenpipe daemon (https://github.com/screenpipe/screenpipe) running locally on port 3030 — the skill has no other data source and will refuse to run if screenpipe is unreachable. all detection runs locally; only redacted cluster summaries reach the llm. autoskill science "},{"slug":"benchling-integration","kind":"skill","name":"Benchling integration","tagline":"Benchling Python SDK and REST API integration for registry entities, inventory, ELN entries, workflows, Benchling Apps, and Data Warehouse queries. Use when automating lab data with benchling-sdk or the v2 API.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"benchling integration benchling python sdk and rest api integration for registry entities, inventory, eln entries, workflows, benchling apps, and data warehouse queries. use when automating lab data with benchling-sdk or the v2 api. benchling-integration science "},{"slug":"bgpt-paper-search","kind":"skill","name":"Bgpt paper search","tagline":"Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. Returns 25+ fields per paper including methods, results, sample sizes, quality scores, and conclusions. Use for literature reviews, evidence synthesis, and finding experimental details not available in abstracts alone.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"bgpt paper search search scientific papers and retrieve structured experimental data extracted from full-text studies via the bgpt mcp server. returns 25+ fields per paper including methods, results, sample sizes, quality scores, and conclusions. use for literature reviews, evidence synthesis, and finding experimental details not available in abstracts alone. bgpt-paper-search science "},{"slug":"biopython","kind":"skill","name":"Biopython: Computational Molecular Biology in Python","tagline":"Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"biopython: computational molecular biology in python comprehensive molecular biology toolkit. use for sequence manipulation, file parsing (fasta/genbank/pdb), phylogenetics, and programmatic ncbi/pubmed access (bio.entrez). best for batch processing, custom bioinformatics pipelines, blast automation. for quick lookups use gget; for multi-service integration use bioservices. biopython science "},{"slug":"bioservices","kind":"skill","name":"Bioservices","tagline":"Unified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Reactome) in a single workflow with consistent API. Best for cross-database analysis, ID mapping across services. For quick single-database lookups use gget; for sequence/file manipulation use biopython.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"bioservices unified python interface to 40+ bioinformatics services. use when querying multiple databases (uniprot, kegg, chembl, reactome) in a single workflow with consistent api. best for cross-database analysis, id mapping across services. for quick single-database lookups use gget; for sequence/file manipulation use biopython. bioservices science "},{"slug":"bids","kind":"skill","name":"Brain Imaging Data Structure (BIDS)","tagline":"Use this skill when working with Brain Imaging Data Structure (BIDS) datasets: organizing neuroscience and biomedical data (MRI, EEG, MEG, iEEG, PET, microscopy, NIRS, motion capture, EMG, MR spectroscopy, behavioral), querying BIDS layouts, validating compliance, converting DICOM to BIDS, writing metadata sidecars, or creating BIDS derivatives.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/run-clinical","taskName":"Clinical & trials","hay":"brain imaging data structure (bids) use this skill when working with brain imaging data structure (bids) datasets: organizing neuroscience and biomedical data (mri, eeg, meg, ieeg, pet, microscopy, nirs, motion capture, emg, mr spectroscopy, behavioral), querying bids layouts, validating compliance, converting dicom to bids, writing metadata sidecars, or creating bids derivatives. bids science "},{"slug":"bulk-rnaseq","kind":"skill","name":"Bulk rnaseq","tagline":"End-to-end bulk RNA-seq orchestrator — takes raw FASTQ reads through QC and trimming (FastQC, fastp/Trim Galore), alignment and quantification (STAR, Salmon, featureCounts), assembles a gene-level counts matrix, then hands off to differential expression (pydeseq2), pathway/GSEA enrichment (pathway-enrichment), and publication figures (scientific-visualization). Use whenever the user has bulk RNA-seq reads or quant output and wants a complete, reproducible differential-expression workflow — e.g. \"analyze my RNA-seq\", \"FASTQ to DESeq2\", \"run nf-core/rnaseq\", \"STAR/Salmon quantification\", \"build a counts matrix for DESeq2\", or \"go from reads to differentially expressed genes and enriched pathways\". Routes between an nf-core/rnaseq (Nextflow) path and a standalone STAR/Salmon path, and covers experimental design, strandedness, and QC gates. For single-cell RNA-seq use the scanpy skill instead.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"bulk rnaseq end-to-end bulk rna-seq orchestrator — takes raw fastq reads through qc and trimming (fastqc, fastp/trim galore), alignment and quantification (star, salmon, featurecounts), assembles a gene-level counts matrix, then hands off to differential expression (pydeseq2), pathway/gsea enrichment (pathway-enrichment), and publication figures (scientific-visualization). use whenever the user has bulk rna-seq reads or quant output and wants a complete, reproducible differential-expression workflow — e.g. \"analyze my rna-seq\", \"fastq to deseq2\", \"run nf-core/rnaseq\", \"star/salmon quantification\", \"build a counts matrix for deseq2\", or \"go from reads to differentially expressed genes and enriched pathways\". routes between an nf-core/rnaseq (nextflow) path and a standalone star/salmon path, and covers experimental design, strandedness, and qc gates. for single-cell rna-seq use the scanpy skill instead. bulk-rnaseq science "},{"slug":"cirq","kind":"skill","name":"Cirq - Quantum Computing with Python","tagline":"Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments. Best for Google hardware, noise modeling, and low-level circuit design. For IBM hardware use qiskit; for quantum ML with autodiff use pennylane; for physics simulations use qutip.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/study-physical","taskName":"Physics & astronomy","hay":"cirq - quantum computing with python google quantum computing framework. use when targeting google quantum ai hardware, designing noise-aware circuits, or running quantum characterization experiments. best for google hardware, noise modeling, and low-level circuit design. for ibm hardware use qiskit; for quantum ml with autodiff use pennylane; for physics simulations use qutip. cirq science "},{"slug":"citation-management","kind":"skill","name":"Citation management","tagline":"Comprehensive citation management for academic research. Search OpenAlex, PubMed, and Google Scholar for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"citation management comprehensive citation management for academic research. search openalex, pubmed, and google scholar for papers, extract accurate metadata, validate citations, and generate properly formatted bibtex entries. this skill should be used when you need to find papers, verify citation information, convert dois to bibtex, or ensure reference accuracy in scientific writing. citation-management science "},{"slug":"clinical-decision-support","kind":"skill","name":"Clinical Decision-Support Research and Evaluation","tagline":"Prepare and validate research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance artifacts. Use for aggregate or synthetic research documentation and traceability—not patient care or live clinical operation.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"clinical decision-support research and evaluation prepare and validate research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance artifacts. use for aggregate or synthetic research documentation and traceability—not patient care or live clinical operation. clinical-decision-support science "},{"slug":"clinical-reports","kind":"skill","name":"Clinical reports","tagline":"Create safety-bounded draft structures and run local deterministic checks for clinical case, diagnostic, trial, safety, and aggregate research reports. Use only with synthetic, de-identified, or aggregate inputs and verified source-fact manifests; every output requires qualified review.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"clinical reports create safety-bounded draft structures and run local deterministic checks for clinical case, diagnostic, trial, safety, and aggregate research reports. use only with synthetic, de-identified, or aggregate inputs and verified source-fact manifests; every output requires qualified review. clinical-reports science "},{"slug":"cobrapy","kind":"skill","name":"COBRApy - Constraint-Based Reconstruction and Analysis","tagline":"Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"cobrapy - constraint-based reconstruction and analysis constraint-based metabolic modeling (cobra). fba, fva, gene knockouts, flux sampling, sbml models, for systems biology and metabolic engineering analysis. cobrapy science "},{"slug":"cellxgene-census","kind":"skill","name":"CZ CELLxGENE Census","tagline":"Query the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data. Use when you need population-scale cell metadata, gene expression slices, Census summary counts, source H5AD URIs/downloads, embeddings, spatial Census data, or reference atlas comparisons across organisms, tissues, diseases, assays, and cell types. For analyzing your own local single-cell data use scanpy, anndata, or scvi-tools.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"cz cellxgene census query the cz cellxgene census programmatically for versioned public single-cell and spatial transcriptomics data. use when you need population-scale cell metadata, gene expression slices, census summary counts, source h5ad uris/downloads, embeddings, spatial census data, or reference atlas comparisons across organisms, tissues, diseases, assays, and cell types. for analyzing your own local single-cell data use scanpy, anndata, or scvi-tools. cellxgene-census science "},{"slug":"dask","kind":"skill","name":"Dask","tagline":"Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed ML, integration with existing pandas code. For out-of-core analytics on single machine use vaex; for in-memory speed use polars.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"operations","deptName":"Operations","task":"operations/keep-notes","taskName":"Notes & knowledge","hay":"dask distributed computing for larger-than-ram pandas/numpy workflows. use when you need to scale existing pandas/numpy code beyond memory or across clusters. best for parallel file processing, distributed ml, integration with existing pandas code. for out-of-core analytics on single machine use vaex; for in-memory speed use polars. dask science "},{"slug":"database-lookup","kind":"skill","name":"Database lookup","tagline":"Query documented public database APIs with explicit endpoints, filters, pagination, and provenance. Use when a scientific, regulatory, financial, or other database-backed fact must be retrieved reproducibly from a named source rather than inferred from general knowledge.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"database lookup query documented public database apis with explicit endpoints, filters, pagination, and provenance. use when a scientific, regulatory, financial, or other database-backed fact must be retrieved reproducibly from a named source rather than inferred from general knowledge. database-lookup science "},{"slug":"datamol","kind":"skill","name":"Datamol Cheminformatics Skill","tagline":"Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery including SMILES parsing, standardization, descriptors, fingerprints, clustering, 3D conformers, parallel processing. Returns native rdkit.Chem.Mol objects. For advanced control or custom parameters, use rdkit directly.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/model-biology","taskName":"Molecules & structures","hay":"datamol cheminformatics skill pythonic wrapper around rdkit with simplified interface and sensible defaults. preferred for standard drug discovery including smiles parsing, standardization, descriptors, fingerprints, clustering, 3d conformers, parallel processing. returns native rdkit.chem.mol objects. for advanced control or custom parameters, use rdkit directly. datamol science "},{"slug":"deepchem","kind":"skill","name":"Deepchem","tagline":"Molecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditional ML or GNNs when you want extensive featurization options and MoleculeNet benchmarks. Best for quick experiments with pre-trained models, diverse molecular representations. For graph-first PyTorch workflows use torchdrug; for benchmark datasets use pytdc.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/model-biology","taskName":"Molecules & structures","hay":"deepchem molecular ml with diverse featurizers and pre-built datasets. use for property prediction (admet, toxicity) with traditional ml or gnns when you want extensive featurization options and moleculenet benchmarks. best for quick experiments with pre-trained models, diverse molecular representations. for graph-first pytorch workflows use torchdrug; for benchmark datasets use pytdc. deepchem science "},{"slug":"deeptools","kind":"skill","name":"deepTools: NGS Data Analysis Toolkit","tagline":"NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visualization.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"data","deptName":"Data & analytics","task":"data/analyse-data","taskName":"Data analysis","hay":"deeptools: ngs data analysis toolkit ngs analysis toolkit. bam to bigwig conversion, qc (correlation, pca, fingerprints), heatmaps/profiles (tss, peaks), for chip-seq, rna-seq, atac-seq visualization. deeptools science "},{"slug":"depmap","kind":"skill","name":"DepMap — Cancer Dependency Map","tagline":"Query the Cancer Dependency Map (DepMap) for cancer cell line gene dependency scores (CRISPR Chronos), drug sensitivity data, and gene effect profiles. Use for identifying cancer-specific vulnerabilities, synthetic lethal interactions, and validating oncology drug targets.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"depmap — cancer dependency map query the cancer dependency map (depmap) for cancer cell line gene dependency scores (crispr chronos), drug sensitivity data, and gene effect profiles. use for identifying cancer-specific vulnerabilities, synthetic lethal interactions, and validating oncology drug targets. depmap science "},{"slug":"dhdna-profiler","kind":"skill","name":"DHDNA Profiler — Cognitive Pattern Extraction","tagline":"Paste any email, proposal, or note someone wrote, and get back a plain-language read on how they think, what drives their decisions, and how they communicate.","author":"K-Dense-AI","license":"MIT license","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"dhdna profiler — cognitive pattern extraction paste any email, proposal, or note someone wrote, and get back a plain-language read on how they think, what drives their decisions, and how they communicate. dhdna-profiler data & ai people send me long emails and proposals and i can't always tell what actually drives them or how they make up their minds. i want a clear read on how someone thinks before i sit across the table from them."},{"slug":"diffdock","kind":"skill","name":"DiffDock: Molecular Docking with Diffusion Models","tagline":"DiffDock and DiffDock-L molecular docking. Use for protein-small-molecule pose prediction from PDB or sequence plus SMILES/SDF/MOL2, batch docking, virtual screening, and pose-confidence interpretation. Not for binding affinity prediction.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/model-biology","taskName":"Molecules & structures","hay":"diffdock: molecular docking with diffusion models diffdock and diffdock-l molecular docking. use for protein-small-molecule pose prediction from pdb or sequence plus smiles/sdf/mol2, batch docking, virtual screening, and pose-confidence interpretation. not for binding affinity prediction. diffdock science "},{"slug":"dnanexus-integration","kind":"skill","name":"Dnanexus integration","tagline":"Build and operate reproducible genomics workloads on DNAnexus with the dx CLI, dxpy, apps/applets, native workflows, dxCompiler, and Nextflow. Use for DNAnexus data transfers, dxapp.json development, execution monitoring, workflow import, and project automation.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"dnanexus integration build and operate reproducible genomics workloads on dnanexus with the dx cli, dxpy, apps/applets, native workflows, dxcompiler, and nextflow. use for dnanexus data transfers, dxapp.json development, execution monitoring, workflow import, and project automation. dnanexus-integration science "},{"slug":"esm","kind":"skill","name":"ESM: Evolutionary Scale Modeling","tagline":"Use when working directly with the `esm` Python SDK, ESM3 or ESMC model IDs, Forge/Biohub inference clients, or ESMFold2 folding workflows.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"esm: evolutionary scale modeling use when working directly with the `esm` python sdk, esm3 or esmc model ids, forge/biohub inference clients, or esmfold2 folding workflows. esm science "},{"slug":"etetoolkit","kind":"skill","name":"ETE Toolkit 4","tagline":"Analyze, manipulate, compare, annotate, and visualize phylogenetic or other hierarchical trees with ETE 4. Use for Newick/Nexus tree I/O, topology edits and pattern matching, Robinson-Foulds comparisons, gene-tree evolutionary events and reconciliation, NCBI/GTDB taxonomy, SmartView exploration, and publication rendering. Do not use it to infer trees from raw sequences; align sequences and infer a tree first.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"ete toolkit 4 analyze, manipulate, compare, annotate, and visualize phylogenetic or other hierarchical trees with ete 4. use for newick/nexus tree i/o, topology edits and pattern matching, robinson-foulds comparisons, gene-tree evolutionary events and reconciliation, ncbi/gtdb taxonomy, smartview exploration, and publication rendering. do not use it to infer trees from raw sequences; align sequences and infer a tree first. etetoolkit science "},{"slug":"exa-search","kind":"skill","name":"Exa Web Toolkit","tagline":"Web toolkit powered by Exa, tuned for scientific and technical content. Use this skill when the user needs to search the web or fetch/extract URL content. Covers: web search (semantic lookups, research, current info — with optional research-paper category and academic domain filtering) and URL extraction (fetching pages, articles, academic PDFs in batch). Use this skill for web-related tasks when the user wants high-quality search or scholarly filtering via category=research paper. Triggers on requests to search, look up, fetch a page, or extract an article.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"exa web toolkit web toolkit powered by exa, tuned for scientific and technical content. use this skill when the user needs to search the web or fetch/extract url content. covers: web search (semantic lookups, research, current info — with optional research-paper category and academic domain filtering) and url extraction (fetching pages, articles, academic pdfs in batch). use this skill for web-related tasks when the user wants high-quality search or scholarly filtering via category=research paper. triggers on requests to search, look up, fetch a page, or extract an article. exa-search science "},{"slug":"experimental-design","kind":"skill","name":"Experimental design","tagline":"Design experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so results are interpretable. Use whenever someone is planning a study, asks how to assign subjects/samples to groups, mentions randomization, blocking, stratification, controls, factorial or fractional-factorial designs, design of experiments (DOE), screening many factors, response-surface optimization, crossover or repeated-measures or split-plot designs, cluster/group randomization, Latin squares, plate layouts, batch/run-order effects, replication vs. pseudoreplication, or sequential/adaptive/group-sequential designs. Trigger even for informal phrasings like \"how should I set up this experiment\", \"how do I avoid confounding\", \"what's the best way to test these 6 factors\", or \"assign these mice to conditions\". For computing the sample size or power once the design is chosen, use statistical-power; for analyzing data already collected, use statistical-analysis.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"experimental design design experiments and studies before data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so results are interpretable. use whenever someone is planning a study, asks how to assign subjects/samples to groups, mentions randomization, blocking, stratification, controls, factorial or fractional-factorial designs, design of experiments (doe), screening many factors, response-surface optimization, crossover or repeated-measures or split-plot designs, cluster/group randomization, latin squares, plate layouts, batch/run-order effects, replication vs. pseudoreplication, or sequential/adaptive/group-sequential designs. trigger even for informal phrasings like \"how should i set up this experiment\", \"how do i avoid confounding\", \"what's the best way to test these 6 factors\", or \"assign these mice to conditions\". for computing the sample size or power once the design is chosen, use statistical-power; for analyzing data already collected, use statistical-analysis. experimental-design science "},{"slug":"exploratory-data-analysis","kind":"skill","name":"Exploratory data analysis","tagline":"Perform bounded, local exploratory analysis of explicitly supported scientific files. Use for redacted CSV/TSV/JSON profiles; optional NumPy, HDF5, FASTA/FASTQ, and basic image metadata inspection; missingness/leakage audits; outlier and transformation sensitivity; and rigorous EDA report scaffolds. Other domain formats are reference-only and unknown formats fail closed.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"data","deptName":"Data & analytics","task":"data/analyse-data","taskName":"Data analysis","hay":"exploratory data analysis perform bounded, local exploratory analysis of explicitly supported scientific files. use for redacted csv/tsv/json profiles; optional numpy, hdf5, fasta/fastq, and basic image metadata inspection; missingness/leakage audits; outlier and transformation sensitivity; and rigorous eda report scaffolds. other domain formats are reference-only and unknown formats fail closed. exploratory-data-analysis science "},{"slug":"flowio","kind":"skill","name":"Flowio","tagline":"Read, inspect, and write Flow Cytometry Standard (FCS) 2.0, 3.0, and 3.1 files with FlowIO. Use for low-level FCS metadata and channel inspection, NumPy event extraction, multi-dataset files, table export, and FCS 3.1 creation; use FlowKit for compensation, cytometry transforms, gating, or FlowJo workspaces.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"flowio read, inspect, and write flow cytometry standard (fcs) 2.0, 3.0, and 3.1 files with flowio. use for low-level fcs metadata and channel inspection, numpy event extraction, multi-dataset files, table export, and fcs 3.1 creation; use flowkit for compensation, cytometry transforms, gating, or flowjo workspaces. flowio science "},{"slug":"fluidsim","kind":"skill","name":"Fluidsim","tagline":"Plan, configure, inspect, restart, and analyze bounded FluidSim computational-fluid-dynamics simulations with explicit numerical-validity and HPC safety checks. Use for FluidSim solver selection, parameter review, FFT/MPI setup, output diagnostics, or restart compatibility.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/study-physical","taskName":"Physics & astronomy","hay":"fluidsim plan, configure, inspect, restart, and analyze bounded fluidsim computational-fluid-dynamics simulations with explicit numerical-validity and hpc safety checks. use for fluidsim solver selection, parameter review, fft/mpi setup, output diagnostics, or restart compatibility. fluidsim science "},{"slug":"folklore-variant-evidence","kind":"skill","name":"Folklore variant evidence","tagline":"Retrieve ClinGen gene-disease validity assertions for a public gene or disease, and review source-linked public evidence and literature for one supported GRCh38 germline nuclear SNV or simple indel through Folklore Clinical Variant Interpretation MCP. Use when a scientific agent must branch deterministically on resolved, ambiguous, not-found, invalid, unsupported, or unavailable variant outcomes; chain a resolved public variant into related literature or publication details; or preserve evidence provenance without accepting patient, phenotype, family, segregation, or private case data.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"folklore variant evidence retrieve clingen gene-disease validity assertions for a public gene or disease, and review source-linked public evidence and literature for one supported grch38 germline nuclear snv or simple indel through folklore clinical variant interpretation mcp. use when a scientific agent must branch deterministically on resolved, ambiguous, not-found, invalid, unsupported, or unavailable variant outcomes; chain a resolved public variant into related literature or publication details; or preserve evidence provenance without accepting patient, phenotype, family, segregation, or private case data. folklore-variant-evidence science "},{"slug":"genomic-coordinates","kind":"skill","name":"Genomic coordinates","tagline":"Convert genomic intervals between coordinate conventions, normalise and compare variant representations, and detect assembly or contig-naming mismatches before they corrupt an analysis. Use whenever coordinates cross a format, tool, or assembly boundary - converting between BED, GFF/GTF, VCF, SAM/BAM, WIG, PSL, genePred, Picard interval_list, or region strings; reconciling 0-based half-open with 1-based inclusive; left-aligning or trimming indels; checking whether two variant records describe the same change; mapping genomic to transcript, CDS, or protein positions; auditing a BED/GTF/VCF for convention violations; or diagnosing GRCh37 vs hg19 vs GRCh38 vs T2T, chr-prefix, and liftover problems. Triggers include \"off by one\", \"0-based\", \"1-based\", \"half-open\", \"coordinate system\", \"left-align\", \"normalize variant\", \"bcftools norm\", \"chr prefix\", \"wrong genome build\", \"liftover\", \"REF mismatch\", and \"HGVS\".","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"genomic coordinates convert genomic intervals between coordinate conventions, normalise and compare variant representations, and detect assembly or contig-naming mismatches before they corrupt an analysis. use whenever coordinates cross a format, tool, or assembly boundary - converting between bed, gff/gtf, vcf, sam/bam, wig, psl, genepred, picard interval_list, or region strings; reconciling 0-based half-open with 1-based inclusive; left-aligning or trimming indels; checking whether two variant records describe the same change; mapping genomic to transcript, cds, or protein positions; auditing a bed/gtf/vcf for convention violations; or diagnosing grch37 vs hg19 vs grch38 vs t2t, chr-prefix, and liftover problems. triggers include \"off by one\", \"0-based\", \"1-based\", \"half-open\", \"coordinate system\", \"left-align\", \"normalize variant\", \"bcftools norm\", \"chr prefix\", \"wrong genome build\", \"liftover\", \"ref mismatch\", and \"hgvs\". genomic-coordinates science "},{"slug":"genomic-intelligence","kind":"skill","name":"Genomic Intelligence — DNA Sequence Models","tagline":"Predict regulatory features, gene structure, and expression directly from DNA sequence using Genomic Intelligence's hosted transformer DNA language models — no local GPU or model weights. Six tasks over a REST API and a hosted MCP server (keyless public demo): promoter regions, splice donor/acceptor sites, enhancer activity, chromatin state, sequence-to-expression (log TPM), and de-novo gene annotation, plus a composite find-genes-then-predict-expression workflow. Use when the user has a gene symbol, a genomic region, or a DNA/FASTA sequence and wants any of these predictions, mentions Genomic Intelligence, genomicintelligence.ai, api.genomicintelligence.ai, or mcp.genomicintelligence.ai.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"genomic intelligence — dna sequence models predict regulatory features, gene structure, and expression directly from dna sequence using genomic intelligence's hosted transformer dna language models — no local gpu or model weights. six tasks over a rest api and a hosted mcp server (keyless public demo): promoter regions, splice donor/acceptor sites, enhancer activity, chromatin state, sequence-to-expression (log tpm), and de-novo gene annotation, plus a composite find-genes-then-predict-expression workflow. use when the user has a gene symbol, a genomic region, or a dna/fasta sequence and wants any of these predictions, mentions genomic intelligence, genomicintelligence.ai, api.genomicintelligence.ai, or mcp.genomicintelligence.ai. genomic-intelligence science "},{"slug":"geomaster","kind":"skill","name":"Geomaster","tagline":"Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains. Supports satellite imagery processing (Sentinel, Landsat, MODIS, SAR, hyperspectral), vector and raster data operations, spatial statistics, point cloud processing, network analysis, cloud-native workflows (STAC, COG, Planetary Computer), and 8 programming languages (Python, R, Julia, JavaScript, C++, Java, Go, Rust) with 500+ code examples. Use for remote sensing workflows, GIS analysis, spatial ML, Earth observation data processing, terrain analysis, hydrological modeling, marine spatial analysis, atmospheric science, and any geospatial computation task.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"geomaster comprehensive geospatial science skill covering remote sensing, gis, spatial analysis, machine learning for earth observation, and 30+ scientific domains. supports satellite imagery processing (sentinel, landsat, modis, sar, hyperspectral), vector and raster data operations, spatial statistics, point cloud processing, network analysis, cloud-native workflows (stac, cog, planetary computer), and 8 programming languages (python, r, julia, javascript, c++, java, go, rust) with 500+ code examples. use for remote sensing workflows, gis analysis, spatial ml, earth observation data processing, terrain analysis, hydrological modeling, marine spatial analysis, atmospheric science, and any geospatial computation task. geomaster science "},{"slug":"geopandas","kind":"skill","name":"Geopandas","tagline":"Guidance and local audit tools for Python workflows that directly use GeoPandas GeoSeries, GeoDataFrame, spatial operations, or vector-data I/O.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"geopandas guidance and local audit tools for python workflows that directly use geopandas geoseries, geodataframe, spatial operations, or vector-data i/o. geopandas science "},{"slug":"get-available-resources","kind":"skill","name":"Get available resources","tagline":"Detect host inventory and effective CPU, memory, disk, scheduler, container, and accelerator limits when a user asks for resource-aware planning or before a clearly resource-sensitive local workload. Produces a redacted JSON snapshot and conservative planning helpers without stress tests or assuming visible host hardware is usable.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"get available resources detect host inventory and effective cpu, memory, disk, scheduler, container, and accelerator limits when a user asks for resource-aware planning or before a clearly resource-sensitive local workload. produces a redacted json snapshot and conservative planning helpers without stress tests or assuming visible host hardware is usable. get-available-resources science "},{"slug":"gget","kind":"skill","name":"Gget","tagline":"Fast CLI/Python queries to 20+ bioinformatics databases. Use for quick lookups: gene info, BLAST/BLAT, viral sequence downloads, AlphaFold structures, enrichment analysis, OpenTargets, COSMIC, CELLxGENE, and 8cube mouse specificity/expression data. Best for interactive exploration and simple queries. For batch processing or advanced BLAST use biopython; for multi-database Python workflows use bioservices.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"gget fast cli/python queries to 20+ bioinformatics databases. use for quick lookups: gene info, blast/blat, viral sequence downloads, alphafold structures, enrichment analysis, opentargets, cosmic, cellxgene, and 8cube mouse specificity/expression data. best for interactive exploration and simple queries. for batch processing or advanced blast use biopython; for multi-database python workflows use bioservices. gget science "},{"slug":"ginkgo-cloud-lab","kind":"skill","name":"Ginkgo cloud lab","tagline":"Submit and manage protocols on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio), a web-based interface for autonomous lab execution on Reconfigurable Automation Carts (RACs). Use when the user wants to run protein expression and purification (cell-free, E. coli, or Pichia), HiBiT or A280 or LabChip quantification, IVT mRNA/circRNA synthesis, thermal shift / developability assays, Echo-MS enzyme or analyte methods, SPR target onboarding, fluorescent pixel art, or otherwise interact with Ginkgo Cloud Lab services. Covers protocol selection, input preparation, pricing, and ordering workflows.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"ginkgo cloud lab submit and manage protocols on ginkgo bioworks cloud lab (cloud.ginkgo.bio), a web-based interface for autonomous lab execution on reconfigurable automation carts (racs). use when the user wants to run protein expression and purification (cell-free, e. coli, or pichia), hibit or a280 or labchip quantification, ivt mrna/circrna synthesis, thermal shift / developability assays, echo-ms enzyme or analyte methods, spr target onboarding, fluorescent pixel art, or otherwise interact with ginkgo cloud lab services. covers protocol selection, input preparation, pricing, and ordering workflows. ginkgo-cloud-lab science "},{"slug":"glycoengineering","kind":"skill","name":"Glycoengineering","tagline":"Analyze and engineer protein glycosylation. Scan sequences for N-glycosylation sequons (N-X-S/T), predict O-glycosylation hotspots, and access curated glycoengineering tools (NetOGlyc, GlycoShield, GlycoWorkbench). For glycoprotein engineering, therapeutic antibody optimization, and vaccine design.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"glycoengineering analyze and engineer protein glycosylation. scan sequences for n-glycosylation sequons (n-x-s/t), predict o-glycosylation hotspots, and access curated glycoengineering tools (netoglyc, glycoshield, glycoworkbench). for glycoprotein engineering, therapeutic antibody optimization, and vaccine design. glycoengineering science "},{"slug":"optimize-for-gpu","kind":"skill","name":"GPU Optimization for Python with NVIDIA","tagline":"GPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster. Use for CUDA/GPU optimization; CPU-bound NumPy, SciPy, pandas, scikit-learn, NetworkX, scikit-image, vector-search, image-processing, graph, simulation, or file-I/O workloads; CuPy, cuDF, cuML, cuGraph, cuVS, cuCIM, KvikIO, Warp, Newton, Numba-CUDA, or RAFT questions; and profiling, memory-transfer, kernel, or multi-GPU bottlenecks. Also use when large data-parallel Python code is slow and GPU acceleration is a plausible option, even if the user does not name CUDA.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"gpu optimization for python with nvidia gpu-accelerates scientific python on nvidia hardware and verifies that the result is correct and faster. use for cuda/gpu optimization; cpu-bound numpy, scipy, pandas, scikit-learn, networkx, scikit-image, vector-search, image-processing, graph, simulation, or file-i/o workloads; cupy, cudf, cuml, cugraph, cuvs, cucim, kvikio, warp, newton, numba-cuda, or raft questions; and profiling, memory-transfer, kernel, or multi-gpu bottlenecks. also use when large data-parallel python code is slow and gpu acceleration is a plausible option, even if the user does not name cuda. optimize-for-gpu science "},{"slug":"gtars","kind":"skill","name":"Gtars","tagline":"Use Gtars for local genomic interval models and set algebra, overlaps and counts, consensus and coverage, tokenization, fragment processing, and refget/BEDbase planning across Python, Rust, and the CLI.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"gtars use gtars for local genomic interval models and set algebra, overlaps and counts, consensus and coverage, tokenization, fragment processing, and refget/bedbase planning across python, rust, and the cli. gtars science "},{"slug":"histolab","kind":"skill","name":"Histolab","tagline":"Lightweight WSI tile extraction and preprocessing. Use for basic slide processing, tissue detection, tile extraction, and stain normalization for H&E images. Best for simple pipelines, dataset preparation, and quick tile-based analysis. For advanced spatial proteomics, multiplexed imaging, or deep learning pipelines use pathml.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/run-clinical","taskName":"Clinical & trials","hay":"histolab lightweight wsi tile extraction and preprocessing. use for basic slide processing, tissue detection, tile extraction, and stain normalization for h&e images. best for simple pipelines, dataset preparation, and quick tile-based analysis. for advanced spatial proteomics, multiplexed imaging, or deep learning pipelines use pathml. histolab science "},{"slug":"hugging-science","kind":"skill","name":"Hugging science","tagline":"Use when the user is doing AI/ML work in a scientific domain such as biology, chemistry, physics, astronomy, climate, genomics, materials, medicine, ecology, energy, engineering, math, drug discovery, protein design, weather modeling, theorem proving, single-cell, or PDE solving. Hugging Science is a curated catalog of scientific datasets, models, blog posts, and interactive Spaces. This skill helps discover and use resources via `datasets`, `transformers`, the HF Inference API, `gradio_client`, and methodology citations.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"hugging science use when the user is doing ai/ml work in a scientific domain such as biology, chemistry, physics, astronomy, climate, genomics, materials, medicine, ecology, energy, engineering, math, drug discovery, protein design, weather modeling, theorem proving, single-cell, or pde solving. hugging science is a curated catalog of scientific datasets, models, blog posts, and interactive spaces. this skill helps discover and use resources via `datasets`, `transformers`, the hf inference api, `gradio_client`, and methodology citations. hugging-science science "},{"slug":"hypogenic","kind":"skill","name":"Hypogenic","tagline":"Plans and audits use of ChicagoHAI HypoGeniC/HypoRefine for LLM-assisted hypothesis generation from labeled text datasets. Use for the `hypogenic` package, its task configs, hypothesis banks, or HypoBench datasets—not for manual hypothesis formulation or scientific validation.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"hypogenic plans and audits use of chicagohai hypogenic/hyporefine for llm-assisted hypothesis generation from labeled text datasets. use for the `hypogenic` package, its task configs, hypothesis banks, or hypobench datasets—not for manual hypothesis formulation or scientific validation. hypogenic science "},{"slug":"imaging-data-commons","kind":"skill","name":"Imaging data commons","tagline":"Query and download public cancer imaging data from NCI Imaging Data Commons. Invoke for any question about IDC collections, cancer imaging datasets, DICOM data access, radiology (CT, MR, PET) or pathology AI training sets, metadata queries, visualization, or license checks — even when the user doesn't explicitly mention \"IDC\". No authentication required.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"imaging data commons query and download public cancer imaging data from nci imaging data commons. invoke for any question about idc collections, cancer imaging datasets, dicom data access, radiology (ct, mr, pet) or pathology ai training sets, metadata queries, visualization, or license checks — even when the user doesn't explicitly mention \"idc\". no authentication required. imaging-data-commons science "},{"slug":"infographics","kind":"skill","name":"Infographics","tagline":"Create professional infographics using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3.6 Flash for quality review. Integrates research-lookup and web search for accurate data. Supports 10 infographic types, 8 industry styles, and colorblind-safe palettes.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"infographics create professional infographics using nano banana pro ai with smart iterative refinement. uses gemini 3.6 flash for quality review. integrates research-lookup and web search for accurate data. supports 10 infographic types, 8 industry styles, and colorblind-safe palettes. infographics science "},{"slug":"lab-hardware-cad","kind":"skill","name":"Lab hardware cad","tagline":"Design custom laboratory hardware as parametric build123d models and export fabrication-ready STEP, STL, and DXF files - microfluidic chips and molds, optomechanical mounts and breadboard adapters, cuvette and microplate holders, tube racks, animal-behavior rigs, and 3D-printed instrument fixtures. Use when a research task needs a physical part that must mate with standardized labware, an optical table, a cage system, or a printer, CNC, or laser process.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"lab hardware cad design custom laboratory hardware as parametric build123d models and export fabrication-ready step, stl, and dxf files - microfluidic chips and molds, optomechanical mounts and breadboard adapters, cuvette and microplate holders, tube racks, animal-behavior rigs, and 3d-printed instrument fixtures. use when a research task needs a physical part that must mate with standardized labware, an optical table, a cage system, or a printer, cnc, or laser process. lab-hardware-cad science "},{"slug":"labarchive-integration","kind":"skill","name":"LabArchives Integration","tagline":"Securely integrate with the official LabArchives ELN REST-like API and Inventory API v1. Use for regional endpoint selection, signed-request construction, user authorization and UID flows, local LA container validation, and verified LabArchives integration workflows.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"labarchives integration securely integrate with the official labarchives eln rest-like api and inventory api v1. use for regional endpoint selection, signed-request construction, user authorization and uid flows, local la container validation, and verified labarchives integration workflows. labarchive-integration science "},{"slug":"lamindb","kind":"skill","name":"Lamindb","tagline":"Use when working with LaminDB, the open-source lineage-native lakehouse for biological datasets and models. Covers setup, artifact registration, query/search, lineage tracking, validation, ontology-backed annotation with Bionty, collections, branches, storage, and workflow integrations.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"lamindb use when working with lamindb, the open-source lineage-native lakehouse for biological datasets and models. covers setup, artifact registration, query/search, lineage tracking, validation, ontology-backed annotation with bionty, collections, branches, storage, and workflow integrations. lamindb science "},{"slug":"latchbio-integration","kind":"skill","name":"Latchbio integration","tagline":"Build, register, debug, and operate bioinformatics workflows on Latch using the Python SDK, CLI, Latch Data and Registry, Nextflow, Snakemake, programmatic execution, and Latch MCP. Use when authoring or deploying Latch workflows, configuring resources or interfaces, moving data, integrating Registry, or launching and monitoring runs.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"latchbio integration build, register, debug, and operate bioinformatics workflows on latch using the python sdk, cli, latch data and registry, nextflow, snakemake, programmatic execution, and latch mcp. use when authoring or deploying latch workflows, configuring resources or interfaces, moving data, integrating registry, or launching and monitoring runs. latchbio-integration science "},{"slug":"latex-posters","kind":"skill","name":"LaTeX Research Posters","tagline":"Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"latex research posters create professional research posters in latex using beamerposter, tikzposter, or baposter. support for conference presentations, academic posters, and scientific communication. includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication. latex-posters science "},{"slug":"liteparse","kind":"skill","name":"LiteParse — Local Document Parsing","tagline":"Local document and PDF parsing that returns spatial text with bounding boxes. Use for extracting text from PDFs, DOCX, Office files, and images; running OCR on scans; producing layout-preserved JSON for RAG; batch-ingesting folders of papers; or rendering pages to PNG for multimodal agents. Distinguishing capabilities are per-token bounding boxes, page raster output, and fully local processing with no cloud API.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"liteparse — local document parsing local document and pdf parsing that returns spatial text with bounding boxes. use for extracting text from pdfs, docx, office files, and images; running ocr on scans; producing layout-preserved json for rag; batch-ingesting folders of papers; or rendering pages to png for multimodal agents. distinguishing capabilities are per-token bounding boxes, page raster output, and fully local processing with no cloud api. liteparse science "},{"slug":"literature-review","kind":"skill","name":"Literature review","tagline":"Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"literature review conduct comprehensive, systematic literature reviews using multiple academic databases (pubmed, arxiv, biorxiv, semantic scholar, etc.). this skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. creates professionally formatted markdown documents and pdfs with verified citations in multiple citation styles (apa, nature, vancouver, etc.). literature-review science "},{"slug":"markdown-mermaid-writing","kind":"skill","name":"Markdown and Mermaid Writing","tagline":"Comprehensive markdown and Mermaid diagram writing skill. Use when creating any scientific document, report, analysis, or visualization. Establishes text-based diagrams as the default documentation standard with full style guides (markdown + mermaid), 24 diagram type references, and 9 document templates.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"markdown and mermaid writing comprehensive markdown and mermaid diagram writing skill. use when creating any scientific document, report, analysis, or visualization. establishes text-based diagrams as the default documentation standard with full style guides (markdown + mermaid), 24 diagram type references, and 9 document templates. markdown-mermaid-writing science "},{"slug":"market-research-reports","kind":"skill","name":"Market research reports","tagline":"Build evidence-traceable market research reports and assumption-driven market sizing or forecast scenarios. Use for market definition, industry and customer evidence, competitive landscapes, TAM/SAM/SOM reconciliation, forecast sensitivity, and auditable report scaffolds.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"market research reports build evidence-traceable market research reports and assumption-driven market sizing or forecast scenarios. use for market definition, industry and customer evidence, competitive landscapes, tam/sam/som reconciliation, forecast sensitivity, and auditable report scaffolds. market-research-reports science "},{"slug":"markitdown","kind":"skill","name":"Markitdown","tagline":"Convert heterogeneous documents and selected URIs to Markdown with Microsoft MarkItDown for text analysis, search, and LLM/RAG ingestion. Covers safe local conversion, streams, Office/PDF/data formats, batch workflows, plugins, vision OCR, Azure extraction, and the official MCP server.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"markitdown convert heterogeneous documents and selected uris to markdown with microsoft markitdown for text analysis, search, and llm/rag ingestion. covers safe local conversion, streams, office/pdf/data formats, batch workflows, plugins, vision ocr, azure extraction, and the official mcp server. markitdown science "},{"slug":"matchms","kind":"skill","name":"Matchms","tagline":"Process, clean, compare, and search tandem mass spectra with matchms. Use for MS/MS file I/O, metadata harmonization, peak filtering, spectral similarity, library matching, score matrices, and molecular-similarity networks. Use pyopenms instead for LC-MS feature detection or proteomics pipelines.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/model-biology","taskName":"Molecules & structures","hay":"matchms process, clean, compare, and search tandem mass spectra with matchms. use for ms/ms file i/o, metadata harmonization, peak filtering, spectral similarity, library matching, score matrices, and molecular-similarity networks. use pyopenms instead for lc-ms feature detection or proteomics pipelines. matchms science "},{"slug":"matlab","kind":"skill","name":"MATLAB and GNU Octave","tagline":"Build, review, migrate, and safely plan MATLAB or GNU Octave numerical workflows, including arrays, tabular/time data, tests, projects, graphics, MAT files, and explicit Python interoperability.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"matlab and gnu octave build, review, migrate, and safely plan matlab or gnu octave numerical workflows, including arrays, tabular/time data, tests, projects, graphics, mat files, and explicit python interoperability. matlab science "},{"slug":"matplotlib","kind":"skill","name":"Matplotlib","tagline":"Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integrating with specific scientific workflows. Export to PNG/PDF/SVG for publication. For quick statistical plots use seaborn; for interactive plots use plotly; for publication-ready multi-panel figures with journal styling, use scientific-visualization.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"matplotlib low-level plotting library for full customization. use when you need fine-grained control over every plot element, creating novel plot types, or integrating with specific scientific workflows. export to png/pdf/svg for publication. for quick statistical plots use seaborn; for interactive plots use plotly; for publication-ready multi-panel figures with journal styling, use scientific-visualization. matplotlib science "},{"slug":"medchem","kind":"skill","name":"Medchem","tagline":"Medicinal chemistry filters for compound triage. Apply drug-likeness rules (Lipinski, Veber, CNS), structural alert catalogs (PAINS, NIBR, ChEMBL), complexity metrics, and the medchem query language for library filtering.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/model-biology","taskName":"Molecules & structures","hay":"medchem medicinal chemistry filters for compound triage. apply drug-likeness rules (lipinski, veber, cns), structural alert catalogs (pains, nibr, chembl), complexity metrics, and the medchem query language for library filtering. medchem science "},{"slug":"modal","kind":"skill","name":"Modal","tagline":"Modal is a serverless cloud platform for running Python on demand, including on-demand GPUs. Use when deploying or serving AI/ML models, running GPU-accelerated workloads (training, fine-tuning, inference), serving web endpoints, scheduling batch jobs, or scaling Python code to cloud containers with the Modal SDK.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"modal modal is a serverless cloud platform for running python on demand, including on-demand gpus. use when deploying or serving ai/ml models, running gpu-accelerated workloads (training, fine-tuning, inference), serving web endpoints, scheduling batch jobs, or scaling python code to cloud containers with the modal sdk. modal science "},{"slug":"molecular-dynamics","kind":"skill","name":"Molecular dynamics","tagline":"Run and analyze molecular dynamics simulations with OpenMM and MDAnalysis. Set up protein/small molecule systems, define force fields, run energy minimization and production MD, analyze trajectories (RMSD, RMSF, contact maps, free energy surfaces). For structural biology, drug binding, and biophysics.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/model-biology","taskName":"Molecules & structures","hay":"molecular dynamics run and analyze molecular dynamics simulations with openmm and mdanalysis. set up protein/small molecule systems, define force fields, run energy minimization and production md, analyze trajectories (rmsd, rmsf, contact maps, free energy surfaces). for structural biology, drug binding, and biophysics. molecular-dynamics science "},{"slug":"molfeat","kind":"skill","name":"Molfeat - Molecular Featurization Hub","tagline":"Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert SMILES to features, for QSAR and molecular ML.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/model-biology","taskName":"Molecules & structures","hay":"molfeat - molecular featurization hub molecular featurization for ml (100+ featurizers). ecfp, maccs, descriptors, pretrained models (chemberta), convert smiles to features, for qsar and molecular ml. molfeat science "},{"slug":"networkx","kind":"skill","name":"Networkx","tagline":"Create, analyze, and visualize complex networks and graphs in Python with NetworkX. Use when working with network/graph data structures, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic networks (random, scale-free, small-world), reading/writing graph file formats, or drawing network topologies. Common applications include social, biological, transportation, and citation networks.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"networkx create, analyze, and visualize complex networks and graphs in python with networkx. use when working with network/graph data structures, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic networks (random, scale-free, small-world), reading/writing graph file formats, or drawing network topologies. common applications include social, biological, transportation, and citation networks. networkx science "},{"slug":"neurokit2","kind":"skill","name":"Neurokit2","tagline":"Use NeuroKit2 to build or audit reproducible research workflows for physiological time-series preprocessing, event/interval analysis, multimodal alignment, variability, and complexity. Trigger when code imports neurokit2 or needs its current APIs, schemas, and method-aware validation—not for diagnosis or device validation.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/run-clinical","taskName":"Clinical & trials","hay":"neurokit2 use neurokit2 to build or audit reproducible research workflows for physiological time-series preprocessing, event/interval analysis, multimodal alignment, variability, and complexity. trigger when code imports neurokit2 or needs its current apis, schemas, and method-aware validation—not for diagnosis or device validation. neurokit2 science "},{"slug":"neuropixels-analysis","kind":"skill","name":"Neuropixels Data Analysis","tagline":"Analyze Neuropixels extracellular recordings end-to-end with SpikeInterface. Covers loading SpikeGLX/Open Ephys/NWB data, preprocessing, drift/motion correction, Kilosort4 (and CPU) spike sorting, quality metrics, and unit curation (threshold-based, model-based UnitRefine, and AI-assisted visual review). Use when working with Neuropixels 1.0/2.0 recordings, spike sorting, or extracellular electrophysiology analysis.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"data","deptName":"Data & analytics","task":"data/analyse-data","taskName":"Data analysis","hay":"neuropixels data analysis analyze neuropixels extracellular recordings end-to-end with spikeinterface. covers loading spikeglx/open ephys/nwb data, preprocessing, drift/motion correction, kilosort4 (and cpu) spike sorting, quality metrics, and unit curation (threshold-based, model-based unitrefine, and ai-assisted visual review). use when working with neuropixels 1.0/2.0 recordings, spike sorting, or extracellular electrophysiology analysis. neuropixels-analysis science "},{"slug":"nextflow","kind":"skill","name":"Nextflow","tagline":"Build, run, and debug Nextflow data pipelines and nf-core workflows end to end. Use whenever the user mentions Nextflow, nf-core, .nf files, nextflow.config, DSL2, processes/channels/operators, samplesheets, or wants to run a community pipeline (e.g. nf-core/rnaseq, nf-core/sarek), write or test a module/subworkflow with nf-test, configure executors/containers (Docker, Singularity/Apptainer, Conda, Wave), scale a workflow to HPC/SLURM or cloud (AWS Batch, Google Batch, Azure, Kubernetes), or debug a failed/-resume run. Make sure to use this skill for any reproducible scientific/bioinformatics workflow work even if the user does not say the word \"Nextflow\", and for authoring nf-core-compliant pipelines, modules, configs, and linting.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"nextflow build, run, and debug nextflow data pipelines and nf-core workflows end to end. use whenever the user mentions nextflow, nf-core, .nf files, nextflow.config, dsl2, processes/channels/operators, samplesheets, or wants to run a community pipeline (e.g. nf-core/rnaseq, nf-core/sarek), write or test a module/subworkflow with nf-test, configure executors/containers (docker, singularity/apptainer, conda, wave), scale a workflow to hpc/slurm or cloud (aws batch, google batch, azure, kubernetes), or debug a failed/-resume run. make sure to use this skill for any reproducible scientific/bioinformatics workflow work even if the user does not say the word \"nextflow\", and for authoring nf-core-compliant pipelines, modules, configs, and linting. nextflow science "},{"slug":"omero-integration","kind":"skill","name":"Omero integration","tagline":"Securely inspect and automate microscopy data workflows against OMERO.server with omero-py, BlitzGateway, OMERO CLI, tables, annotations, ROIs, rendering, and documented OMERO.web APIs. Use for scoped OMERO inventory, metadata export, import/export planning, or reviewed write workflows.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"omero integration securely inspect and automate microscopy data workflows against omero.server with omero-py, blitzgateway, omero cli, tables, annotations, rois, rendering, and documented omero.web apis. use for scoped omero inventory, metadata export, import/export planning, or reviewed write workflows. omero-integration science "},{"slug":"onekgpd","kind":"skill","name":"OneKGPd: Individual-Level Queries over the 1000 Genomes Project","tagline":"Query the 1000 Genomes Project dataset (3,202 whole-genome-sequenced individuals, GRCh38) at the level of individual participants. Use when a question is about individuals or variants in the 1000 Genomes Project cohort: which individuals carry variants matching specific criteria in a gene or region, which individuals are homozygous-reference at a position, which variants exist in the dataset or carried by specified individuals in a gene or region, the relatedness between two specified individuals. Variants are returned with 1000 Genomes allele frequencies (AF), gnomAD v4.1 exome and genome AF, AlphaMissense score, and HGVSp annotations.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"onekgpd: individual-level queries over the 1000 genomes project query the 1000 genomes project dataset (3,202 whole-genome-sequenced individuals, grch38) at the level of individual participants. use when a question is about individuals or variants in the 1000 genomes project cohort: which individuals carry variants matching specific criteria in a gene or region, which individuals are homozygous-reference at a position, which variants exist in the dataset or carried by specified individuals in a gene or region, the relatedness between two specified individuals. variants are returned with 1000 genomes allele frequencies (af), gnomad v4.1 exome and genome af, alphamissense score, and hgvsp annotations. onekgpd science "},{"slug":"ontology-term-resolution","kind":"skill","name":"Ontology term resolution","tagline":"Resolve free-text scientific labels to ontology term IDs and validate existing CURIEs against the EBI Ontology Lookup Service (OLS4). Also look up prefixes in Bioregistry, resolve compact identifiers via Identifiers.org, map lab shorthand with ZOOMA, and build Ontobee term pages. Use whenever an ontology identifier must be produced or checked - annotating tissue, cell type, disease, phenotype, assay, chemical, organism, sex, or developmental stage fields; preparing metadata for GEO, ENA, BioSamples, CELLxGENE, HCA, or ISA-Tab submission; auditing a metadata table of term IDs; checking whether a term is obsolete and what replaced it; or deciding HPO vs HP. Triggers include \"ontology term\", \"ontology ID\", \"CURIE\", \"controlled vocabulary\", \"UBERON\", \"CL:\", \"MONDO\", \"HPO\", \"EFO\", \"ChEBI\", \"NCBITaxon\", \"GO term\", \"PATO\", \"Zooma\", \"Bioregistry\", \"Identifiers.org\", \"Ontobee\", \"annotate this tissue/cell type/disease\", and any request to emit or verify an identifier shaped like PREFIX:0001234.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"ontology term resolution resolve free-text scientific labels to ontology term ids and validate existing curies against the ebi ontology lookup service (ols4). also look up prefixes in bioregistry, resolve compact identifiers via identifiers.org, map lab shorthand with zooma, and build ontobee term pages. use whenever an ontology identifier must be produced or checked - annotating tissue, cell type, disease, phenotype, assay, chemical, organism, sex, or developmental stage fields; preparing metadata for geo, ena, biosamples, cellxgene, hca, or isa-tab submission; auditing a metadata table of term ids; checking whether a term is obsolete and what replaced it; or deciding hpo vs hp. triggers include \"ontology term\", \"ontology id\", \"curie\", \"controlled vocabulary\", \"uberon\", \"cl:\", \"mondo\", \"hpo\", \"efo\", \"chebi\", \"ncbitaxon\", \"go term\", \"pato\", \"zooma\", \"bioregistry\", \"identifiers.org\", \"ontobee\", \"annotate this tissue/cell type/disease\", and any request to emit or verify an identifier shaped like prefix:0001234. ontology-term-resolution science "},{"slug":"open-notebook","kind":"skill","name":"Open notebook","tagline":"Self-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis. Use when organizing research materials into notebooks, ingesting diverse content sources (PDFs, videos, audio, web pages, Office documents), generating AI-powered notes and summaries, creating multi-speaker podcasts from research, chatting with documents using context-aware AI, searching across materials with full-text and vector search, or running custom content transformations. Supports 16+ AI providers including OpenAI, Anthropic, Google, Ollama, Groq, and Mistral with complete data privacy through self-hosting.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"open notebook self-hosted, open-source alternative to google notebooklm for ai-powered research and document analysis. use when organizing research materials into notebooks, ingesting diverse content sources (pdfs, videos, audio, web pages, office documents), generating ai-powered notes and summaries, creating multi-speaker podcasts from research, chatting with documents using context-aware ai, searching across materials with full-text and vector search, or running custom content transformations. supports 16+ ai providers including openai, anthropic, google, ollama, groq, and mistral with complete data privacy through self-hosting. open-notebook science "},{"slug":"openpiv","kind":"skill","name":"Openpiv","tagline":"Particle Image Velocimetry (PIV) analysis with OpenPIV. Use when extracting velocity fields from PIV image pairs, analyzing fluid dynamics or flow visualization experiments, cross-correlating interrogation windows, validating and replacing spurious PIV vectors, or computing vorticity, strain rate, and turbulence statistics from measured velocity fields.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/study-physical","taskName":"Physics & astronomy","hay":"openpiv particle image velocimetry (piv) analysis with openpiv. use when extracting velocity fields from piv image pairs, analyzing fluid dynamics or flow visualization experiments, cross-correlating interrogation windows, validating and replacing spurious piv vectors, or computing vorticity, strain rate, and turbulence statistics from measured velocity fields. openpiv science "},{"slug":"opentrons-integration","kind":"skill","name":"Opentrons integration","tagline":"Author, review, migrate, simulate, and troubleshoot official Opentrons Python Protocol API v2 protocols for Flex and OT-2 robots. Use for robot-specific liquid handling, deck and labware setup, pipettes, modules, runtime parameters, liquid classes, and Opentrons App analysis. Use pylabrobot instead when one workflow must support multiple robot vendors.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"opentrons integration author, review, migrate, simulate, and troubleshoot official opentrons python protocol api v2 protocols for flex and ot-2 robots. use for robot-specific liquid handling, deck and labware setup, pipettes, modules, runtime parameters, liquid classes, and opentrons app analysis. use pylabrobot instead when one workflow must support multiple robot vendors. opentrons-integration science "},{"slug":"pacsomatic","kind":"skill","name":"Pacsomatic","tagline":"Operator toolkit for nf-core/pacsomatic matched tumor-normal workflows from BAM inputs. Use this skill when the user needs to validate run inputs, generate pacsomatic-compliant samplesheets, prepare reproducible Nextflow launch artifacts, run locally or submit to schedulers (LSF/Slurm/PBS/SGE), and triage execution failures. Triggers on requests to run pacsomatic, prepare launch commands/scripts, perform dry-run checks, or troubleshoot pipeline startup and scheduler submission errors.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"pacsomatic operator toolkit for nf-core/pacsomatic matched tumor-normal workflows from bam inputs. use this skill when the user needs to validate run inputs, generate pacsomatic-compliant samplesheets, prepare reproducible nextflow launch artifacts, run locally or submit to schedulers (lsf/slurm/pbs/sge), and triage execution failures. triggers on requests to run pacsomatic, prepare launch commands/scripts, perform dry-run checks, or troubleshoot pipeline startup and scheduler submission errors. pacsomatic science "},{"slug":"paper-lookup","kind":"skill","name":"Paper lookup","tagline":"Search 18 scholarly APIs for papers, preprints, citations, open-access full text, repository records, and journal OA status, and return results with reproducible provenance. Covers PubMed, PMC, Europe PMC, bioRxiv, medRxiv, arXiv, OpenAlex, Crossref, Semantic Scholar, CORE, Unpaywall, OpenCitations, PubTator3, Zenodo, Figshare, ROR, BioStudies, and DOAJ. Use when searching for papers, citations, DOI/PMID/arXiv lookups, abstracts, full text, open-access PDFs, preprints, citation graphs, author publications, biomedical entity annotations, deposited records (Zenodo, Figshare, BioStudies), institution ROR IDs, or any scholarly literature query. Triggers on mentions of any supported database or requests like \"find papers on X\", \"look up this DOI\", \"who cites this paper\", or \"get me the PDF\".","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"paper lookup search 18 scholarly apis for papers, preprints, citations, open-access full text, repository records, and journal oa status, and return results with reproducible provenance. covers pubmed, pmc, europe pmc, biorxiv, medrxiv, arxiv, openalex, crossref, semantic scholar, core, unpaywall, opencitations, pubtator3, zenodo, figshare, ror, biostudies, and doaj. use when searching for papers, citations, doi/pmid/arxiv lookups, abstracts, full text, open-access pdfs, preprints, citation graphs, author publications, biomedical entity annotations, deposited records (zenodo, figshare, biostudies), institution ror ids, or any scholarly literature query. triggers on mentions of any supported database or requests like \"find papers on x\", \"look up this doi\", \"who cites this paper\", or \"get me the pdf\". paper-lookup science "},{"slug":"paperclip","kind":"skill","name":"Paperclip CLI","tagline":"Search and read full-text biomedical papers, FDA/PMDA/EMA regulatory documents, clinical trial registries, and UniProt/PDB/ChEMBL entries with the Paperclip CLI from GXL. Covers installing and authenticating the `paperclip` binary with a PAPERCLIP_API_KEY, the read-only virtual filesystem under /papers, /fda, /trials, /proteins and /clipboard, source-scoped semantic search, corpus-wide grep, metadata lookup and SQL, map/reduce reading across many papers, figure vision analysis, opt-in paper repositories with claim verification, and line-pinned citations. Use when asked to install paperclip, run paperclip search/grep/map/reduce/sql/repo, find or read biomedical literature, regulatory filings or clinical trials through paperclip, or produce citations with line numbers.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"paperclip cli search and read full-text biomedical papers, fda/pmda/ema regulatory documents, clinical trial registries, and uniprot/pdb/chembl entries with the paperclip cli from gxl. covers installing and authenticating the `paperclip` binary with a paperclip_api_key, the read-only virtual filesystem under /papers, /fda, /trials, /proteins and /clipboard, source-scoped semantic search, corpus-wide grep, metadata lookup and sql, map/reduce reading across many papers, figure vision analysis, opt-in paper repositories with claim verification, and line-pinned citations. use when asked to install paperclip, run paperclip search/grep/map/reduce/sql/repo, find or read biomedical literature, regulatory filings or clinical trials through paperclip, or produce citations with line numbers. paperclip science "},{"slug":"paperzilla","kind":"skill","name":"Paperzilla","tagline":"Chat with your agent about projects, recommendations, and canonical papers in Paperzilla. Use when users ask for recent project recommendations, canonical paper details, markdown-based summaries, recommendation feedback, feed export, or Atom feed URLs.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"paperzilla chat with your agent about projects, recommendations, and canonical papers in paperzilla. use when users ask for recent project recommendations, canonical paper details, markdown-based summaries, recommendation feedback, feed export, or atom feed urls. paperzilla science "},{"slug":"parallel-web","kind":"skill","name":"Parallel Web Toolkit","tagline":"Use Parallel CLI for web search, URL extraction, deep research, structured data enrichment, entity discovery, and recurring web monitoring. Best for requests that explicitly need current web evidence, academic-source discovery, repeated entity lookups, exhaustive reports, or ongoing change tracking.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"parallel web toolkit use parallel cli for web search, url extraction, deep research, structured data enrichment, entity discovery, and recurring web monitoring. best for requests that explicitly need current web evidence, academic-source discovery, repeated entity lookups, exhaustive reports, or ongoing change tracking. parallel-web science "},{"slug":"pathml","kind":"skill","name":"Pathml","tagline":"Use PathML for local, research-only computational pathology workflows: load and tile slides, build preprocessing and QC pipelines, manage h5path data, quantify multiplex images, construct spatial graphs, and plan bounded model inference.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/run-clinical","taskName":"Clinical & trials","hay":"pathml use pathml for local, research-only computational pathology workflows: load and tile slides, build preprocessing and qc pipelines, manage h5path data, quantify multiplex images, construct spatial graphs, and plan bounded model inference. pathml science "},{"slug":"pathogen-variant-surveillance","kind":"skill","name":"Pathogen variant surveillance","tagline":"Query live pathogen genomic surveillance data through the GenSpectrum LAPIS API to find which viral lineages are circulating now, how fast they are growing, and what mutations they carry. Use whenever a question depends on the current state of a pathogen population rather than on remembered facts - which SARS-CoV-2 variant is dominant, whether a Pango lineage is still designated or has been withdrawn, what clade or genotype of H5N1 is in a host or region, whether a PCR primer or assay target still matches circulating sequence, or how a lineage's prevalence has moved week to week. Triggers include \"variant surveillance\", \"genomic surveillance\", \"what variant is circulating\", \"dominant variant\", \"Pango lineage\", \"lineage prevalence\", \"growth advantage\", \"SARS-CoV-2 variant\", \"XFG\", \"clade 2.3.4.4b\", \"H5N1 genotype\", \"influenza clade\", \"RSV/mpox/measles/dengue lineage\", \"CoV-Spectrum\", \"LAPIS\", \"Nextclade\", \"pango-designation\", and any request to report what a pathogen population looks like today.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"pathogen variant surveillance query live pathogen genomic surveillance data through the genspectrum lapis api to find which viral lineages are circulating now, how fast they are growing, and what mutations they carry. use whenever a question depends on the current state of a pathogen population rather than on remembered facts - which sars-cov-2 variant is dominant, whether a pango lineage is still designated or has been withdrawn, what clade or genotype of h5n1 is in a host or region, whether a pcr primer or assay target still matches circulating sequence, or how a lineage's prevalence has moved week to week. triggers include \"variant surveillance\", \"genomic surveillance\", \"what variant is circulating\", \"dominant variant\", \"pango lineage\", \"lineage prevalence\", \"growth advantage\", \"sars-cov-2 variant\", \"xfg\", \"clade 2.3.4.4b\", \"h5n1 genotype\", \"influenza clade\", \"rsv/mpox/measles/dengue lineage\", \"cov-spectrum\", \"lapis\", \"nextclade\", \"pango-designation\", and any request to report what a pathogen population looks like today. pathogen-variant-surveillance science "},{"slug":"pathway-enrichment","kind":"skill","name":"Pathway enrichment","tagline":"Run pathway and gene-set enrichment analysis on gene lists or ranked gene data, then interpret the results. Use whenever the user has a set of genes (differentially expressed genes from PyDESeq2/Scanpy, CRISPR-screen hits, cluster marker genes, proteomics hits) and wants to know which biological pathways, GO terms, or gene sets are over-represented or enriched. Covers over-representation analysis (ORA / Enrichr / Fisher / hypergeometric), ranked Gene Set Enrichment Analysis (GSEA / preranked), single-sample scoring (ssGSEA/GSVA), and functional profiling via gseapy, g:Profiler, Enrichr libraries, MSigDB, GO, KEGG, Reactome, and WikiPathways — plus gene-ID mapping, choosing the right background universe, multiple-testing correction, redundancy reduction, dotplots/enrichment maps, and publication-ready tables. Use this for \"pathway analysis\", \"enrichment analysis\", \"GO enrichment\", \"KEGG/Reactome pathways\", \"GSEA\", \"over-representation\", \"functional annotation\", or \"what pathways are my genes in\".","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"pathway enrichment run pathway and gene-set enrichment analysis on gene lists or ranked gene data, then interpret the results. use whenever the user has a set of genes (differentially expressed genes from pydeseq2/scanpy, crispr-screen hits, cluster marker genes, proteomics hits) and wants to know which biological pathways, go terms, or gene sets are over-represented or enriched. covers over-representation analysis (ora / enrichr / fisher / hypergeometric), ranked gene set enrichment analysis (gsea / preranked), single-sample scoring (ssgsea/gsva), and functional profiling via gseapy, g:profiler, enrichr libraries, msigdb, go, kegg, reactome, and wikipathways — plus gene-id mapping, choosing the right background universe, multiple-testing correction, redundancy reduction, dotplots/enrichment maps, and publication-ready tables. use this for \"pathway analysis\", \"enrichment analysis\", \"go enrichment\", \"kegg/reactome pathways\", \"gsea\", \"over-representation\", \"functional annotation\", or \"what pathways are my genes in\". pathway-enrichment science "},{"slug":"peer-review","kind":"skill","name":"Peer review","tagline":"Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments. Use for authorized review of scientific manuscripts, protocols, preprints, or research proposals; reporting-guideline selection; claim–evidence checks; methods, statistics, reproducibility, ethics, figure/table, and citation critique; or revision-response planning.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"peer review prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments. use for authorized review of scientific manuscripts, protocols, preprints, or research proposals; reporting-guideline selection; claim–evidence checks; methods, statistics, reproducibility, ethics, figure/table, and citation critique; or revision-response planning. peer-review science "},{"slug":"pennylane","kind":"skill","name":"Pennylane","tagline":"Hardware-agnostic quantum ML framework with automatic differentiation. Use when training quantum circuits via gradients, building hybrid quantum-classical models, or needing device portability across IBM/Google/Rigetti/IonQ. Best for variational algorithms (VQE, QAOA), quantum neural networks, and integration with PyTorch or JAX. For hardware-specific optimizations use qiskit (IBM) or cirq (Google); for open quantum systems use qutip.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/study-physical","taskName":"Physics & astronomy","hay":"pennylane hardware-agnostic quantum ml framework with automatic differentiation. use when training quantum circuits via gradients, building hybrid quantum-classical models, or needing device portability across ibm/google/rigetti/ionq. best for variational algorithms (vqe, qaoa), quantum neural networks, and integration with pytorch or jax. for hardware-specific optimizations use qiskit (ibm) or cirq (google); for open quantum systems use qutip. pennylane science "},{"slug":"pkpd-modeling","kind":"skill","name":"Pharmacokinetic and Pharmacodynamic Modelling","tagline":"Pharmacokinetic and pharmacodynamic modelling and simulation - non-compartmental analysis, compartmental and population PK, PK/PD and exposure-response, TMDD, PBPK orientation, bioequivalence, allometric scaling and first-in-human dose, drug interaction prediction, and Bayesian therapeutic drug monitoring. Use when analysing concentration-time data, deriving exposure metrics, fitting PK or PD models, or evaluating dosing regimens. Triggers include \"pharmacokinetics\", \"pharmacodynamics\", \"PK/PD\", \"NCA\", \"non-compartmental\", \"AUC\", \"Cmax\", \"lambda z\", \"half-life\", \"clearance\", \"volume of distribution\", \"compartmental model\", \"population PK\", \"popPK\", \"NONMEM\", \"nlmixr2\", \"Pharmpy\", \"Monolix\", \"exposure-response\", \"Emax\", \"EC50\", \"indirect response\", \"effect compartment\", \"TMDD\", \"PBPK\", \"bioequivalence\", \"RSABE\", \"ABEL\", \"allometric scaling\", \"first-in-human\", \"MABEL\", \"drug-drug interaction\", \"DDI\", \"ICH M12\", \"concentration-QTc\", \"therapeutic drug monitoring\", \"MIPD\", and \"dosing regimen\".","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"pharmacokinetic and pharmacodynamic modelling pharmacokinetic and pharmacodynamic modelling and simulation - non-compartmental analysis, compartmental and population pk, pk/pd and exposure-response, tmdd, pbpk orientation, bioequivalence, allometric scaling and first-in-human dose, drug interaction prediction, and bayesian therapeutic drug monitoring. use when analysing concentration-time data, deriving exposure metrics, fitting pk or pd models, or evaluating dosing regimens. triggers include \"pharmacokinetics\", \"pharmacodynamics\", \"pk/pd\", \"nca\", \"non-compartmental\", \"auc\", \"cmax\", \"lambda z\", \"half-life\", \"clearance\", \"volume of distribution\", \"compartmental model\", \"population pk\", \"poppk\", \"nonmem\", \"nlmixr2\", \"pharmpy\", \"monolix\", \"exposure-response\", \"emax\", \"ec50\", \"indirect response\", \"effect compartment\", \"tmdd\", \"pbpk\", \"bioequivalence\", \"rsabe\", \"abel\", \"allometric scaling\", \"first-in-human\", \"mabel\", \"drug-drug interaction\", \"ddi\", \"ich m12\", \"concentration-qtc\", \"therapeutic drug monitoring\", \"mipd\", and \"dosing regimen\". pkpd-modeling science "},{"slug":"phylogenetics","kind":"skill","name":"Phylogenetics","tagline":"Build and analyze phylogenetic trees using MAFFT (multiple alignment), IQ-TREE 2 (maximum likelihood), and FastTree (fast NJ/ML). Visualize with ETE3 or FigTree. For evolutionary analysis, microbial genomics, viral phylodynamics, protein family analysis, and molecular clock studies.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"phylogenetics build and analyze phylogenetic trees using mafft (multiple alignment), iq-tree 2 (maximum likelihood), and fasttree (fast nj/ml). visualize with ete3 or figtree. for evolutionary analysis, microbial genomics, viral phylodynamics, protein family analysis, and molecular clock studies. phylogenetics science "},{"slug":"pi-agent","kind":"skill","name":"Pi agent","tagline":"Build with and use Pi, the minimal terminal coding harness. Use for installing Pi, configuring providers/models/settings/environment variables, creating Pi skills/extensions/packages/themes/prompt templates, embedding Pi through the SDK, integrating over RPC or JSON event streams, parsing sessions, running local models through the llama.cpp router, developing custom Pi providers and TUI components, or using ecosystem packages such as pi-subagents (delegation/orchestration), pi-mcp-adapter (MCP servers), pi-interview (interactive forms), and pi-web-access (web search, fetching, video understanding).","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"pi agent build with and use pi, the minimal terminal coding harness. use for installing pi, configuring providers/models/settings/environment variables, creating pi skills/extensions/packages/themes/prompt templates, embedding pi through the sdk, integrating over rpc or json event streams, parsing sessions, running local models through the llama.cpp router, developing custom pi providers and tui components, or using ecosystem packages such as pi-subagents (delegation/orchestration), pi-mcp-adapter (mcp servers), pi-interview (interactive forms), and pi-web-access (web search, fetching, video understanding). pi-agent science "},{"slug":"polars","kind":"skill","name":"Polars","tagline":"High-performance DataFrame library for Python ETL, analytics, and pandas migration. Use for expression-based data manipulation with lazy query optimization, parallel execution, streaming out-of-core processing, Arrow interoperability, and optional GPU execution.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"polars high-performance dataframe library for python etl, analytics, and pandas migration. use for expression-based data manipulation with lazy query optimization, parallel execution, streaming out-of-core processing, arrow interoperability, and optional gpu execution. polars science "},{"slug":"polars-bio","kind":"skill","name":"Polars bio","tagline":"High-performance genomic interval operations and bioinformatics file I/O on Polars DataFrames. Overlap, nearest, merge, coverage, complement, subtract for BED/VCF/BAM/GFF intervals. Streaming, cloud-native, faster bioframe alternative.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"polars bio high-performance genomic interval operations and bioinformatics file i/o on polars dataframes. overlap, nearest, merge, coverage, complement, subtract for bed/vcf/bam/gff intervals. streaming, cloud-native, faster bioframe alternative. polars-bio science "},{"slug":"pptx-posters","kind":"skill","name":"Pptx posters","tagline":"Create and audit editable scientific posters in macro-free PowerPoint (.pptx) from author-approved local content and assets. Use when the requested deliverable is a PowerPoint research/conference poster and exact physical, printer, accessibility, provenance, and package-security checks are required.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"pptx posters create and audit editable scientific posters in macro-free powerpoint (.pptx) from author-approved local content and assets. use when the requested deliverable is a powerpoint research/conference poster and exact physical, printer, accessibility, provenance, and package-security checks are required. pptx-posters science "},{"slug":"primekg","kind":"skill","name":"PrimeKG Knowledge Graph Skill","tagline":"Query the Precision Medicine Knowledge Graph (PrimeKG) for multiscale biological data including genes, drugs, diseases, phenotypes, and more.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"operations","deptName":"Operations","task":"operations/keep-notes","taskName":"Notes & knowledge","hay":"primekg knowledge graph skill query the precision medicine knowledge graph (primekg) for multiscale biological data including genes, drugs, diseases, phenotypes, and more. primekg science "},{"slug":"protocolsio-integration","kind":"skill","name":"protocols.io Integration","tagline":"Read, validate, and safely export protocols.io data with current official REST/MCP contracts, or create non-executing mutation plans. The bundled client makes bounded official-host GET requests only with explicit --execute. Use only for tasks explicitly targeting protocols.io or an exact protocols.io protocol version.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"protocols.io integration read, validate, and safely export protocols.io data with current official rest/mcp contracts, or create non-executing mutation plans. the bundled client makes bounded official-host get requests only with explicit --execute. use only for tasks explicitly targeting protocols.io or an exact protocols.io protocol version. protocolsio-integration science "},{"slug":"pufferlib","kind":"skill","name":"Pufferlib","tagline":"Version-aware guidance for PufferLib reinforcement-learning environments, vectorization, policies, PuffeRL training, evaluation, and safe checkpoint review. Use when adapting Gymnasium/PettingZoo environments to published PufferLib 3.0.0 or working with the redesigned native 4.0 source line.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/study-physical","taskName":"Physics & astronomy","hay":"pufferlib version-aware guidance for pufferlib reinforcement-learning environments, vectorization, policies, pufferl training, evaluation, and safe checkpoint review. use when adapting gymnasium/pettingzoo environments to published pufferlib 3.0.0 or working with the redesigned native 4.0 source line. pufferlib science "},{"slug":"pydeseq2","kind":"skill","name":"Pydeseq2","tagline":"Differential gene expression analysis for bulk RNA-seq with PyDESeq2, including formulaic designs, Wald tests, FDR correction, LFC shrinkage, and result visualization.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"pydeseq2 differential gene expression analysis for bulk rna-seq with pydeseq2, including formulaic designs, wald tests, fdr correction, lfc shrinkage, and result visualization. pydeseq2 science "},{"slug":"pydicom","kind":"skill","name":"Pydicom","tagline":"Use pydicom to read, inspect, write, transform, and safely preflight local DICOM datasets and pixel data. Applies to DICOM metadata, transfer syntaxes, compression plugins, frames, private elements, JSON, and bounded de-identification review.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/run-clinical","taskName":"Clinical & trials","hay":"pydicom use pydicom to read, inspect, write, transform, and safely preflight local dicom datasets and pixel data. applies to dicom metadata, transfer syntaxes, compression plugins, frames, private elements, json, and bounded de-identification review. pydicom science "},{"slug":"pyhealth","kind":"skill","name":"Pyhealth","tagline":"Build clinical/healthcare deep-learning pipelines with PyHealth — loading EHR/signal/imaging datasets (MIMIC-III/IV, eICU, OMOP, SleepEDF, ChestXray14, EHRShot), defining tasks (mortality, readmission, length-of-stay, drug recommendation, sleep staging, ICD coding, EEG events), instantiating models (Transformer, RETAIN, GAMENet, SafeDrug, MICRON, StageNet, AdaCare, CNN/RNN/MLP), training with the PyHealth Trainer, computing clinical metrics, and using medical code utilities (ICD/ATC/NDC/RxNorm lookup and cross-mapping). Use this skill whenever the user mentions PyHealth, MIMIC, eICU, OMOP, EHR modeling, clinical prediction, drug recommendation, sleep staging, medical code mapping, ICD/ATC codes, or any healthcare ML pipeline that fits the dataset → task → model → trainer → metrics pattern, even if \"PyHealth\" isn't named explicitly.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/run-clinical","taskName":"Clinical & trials","hay":"pyhealth build clinical/healthcare deep-learning pipelines with pyhealth — loading ehr/signal/imaging datasets (mimic-iii/iv, eicu, omop, sleepedf, chestxray14, ehrshot), defining tasks (mortality, readmission, length-of-stay, drug recommendation, sleep staging, icd coding, eeg events), instantiating models (transformer, retain, gamenet, safedrug, micron, stagenet, adacare, cnn/rnn/mlp), training with the pyhealth trainer, computing clinical metrics, and using medical code utilities (icd/atc/ndc/rxnorm lookup and cross-mapping). use this skill whenever the user mentions pyhealth, mimic, eicu, omop, ehr modeling, clinical prediction, drug recommendation, sleep staging, medical code mapping, icd/atc codes, or any healthcare ml pipeline that fits the dataset → task → model → trainer → metrics pattern, even if \"pyhealth\" isn't named explicitly. pyhealth science "},{"slug":"pylabrobot","kind":"skill","name":"Pylabrobot","tagline":"Develop and review PyLabRobot lab-automation resources, liquid-handling plans, offline simulations, and supported-device integrations. Use for PyLabRobot protocols or API questions; keep physical execution behind an explicit operator safety gate.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"pylabrobot develop and review pylabrobot lab-automation resources, liquid-handling plans, offline simulations, and supported-device integrations. use for pylabrobot protocols or api questions; keep physical execution behind an explicit operator safety gate. pylabrobot science "},{"slug":"pymatgen","kind":"skill","name":"Pymatgen","tagline":"Analyze, validate, convert, and transform materials structures and computed materials data with current pymatgen APIs, including local phase diagrams, symmetry sensitivity, electronic-structure I/O, and explicitly bounded Materials Project queries.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/model-biology","taskName":"Molecules & structures","hay":"pymatgen analyze, validate, convert, and transform materials structures and computed materials data with current pymatgen apis, including local phase diagrams, symmetry sensitivity, electronic-structure i/o, and explicitly bounded materials project queries. pymatgen science "},{"slug":"pymc","kind":"skill","name":"PyMC Bayesian Modeling","tagline":"Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"pymc bayesian modeling bayesian modeling with pymc. build hierarchical models, mcmc (nuts), variational inference, loo/waic comparison, posterior checks, for probabilistic programming and inference. pymc science "},{"slug":"pymoo","kind":"skill","name":"Pymoo - Multi-Objective Optimization in Python","tagline":"Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization problems.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"pymoo - multi-objective optimization in python multi-objective optimization framework. nsga-ii, nsga-iii, moea/d, pareto fronts, constraint handling, benchmarks (zdt, dtlz), for engineering design and optimization problems. pymoo science "},{"slug":"pyopenms","kind":"skill","name":"Pyopenms","tagline":"Complete mass spectrometry analysis platform. Use for proteomics and metabolomics workflows—feature detection, peptide/protein identification, label-free and isobaric quantification, adduct/accurate-mass annotation, and complex LC-MS/MS pipelines. Supports extensive file formats and algorithms. For simple spectral comparison and small-molecule library matching use matchms.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/model-biology","taskName":"Molecules & structures","hay":"pyopenms complete mass spectrometry analysis platform. use for proteomics and metabolomics workflows—feature detection, peptide/protein identification, label-free and isobaric quantification, adduct/accurate-mass annotation, and complex lc-ms/ms pipelines. supports extensive file formats and algorithms. for simple spectral comparison and small-molecule library matching use matchms. pyopenms science "},{"slug":"pysam","kind":"skill","name":"Pysam","tagline":"Python/HTSlib workflows for genomic files. Use when reading, querying, filtering, or writing SAM/BAM/CRAM, VCF/BCF, FASTA/FASTQ, or tabix data with pysam, including pileup, coverage, indexing, and CRAM references.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"pysam python/htslib workflows for genomic files. use when reading, querying, filtering, or writing sam/bam/cram, vcf/bcf, fasta/fastq, or tabix data with pysam, including pileup, coverage, indexing, and cram references. pysam science "},{"slug":"pytdc","kind":"skill","name":"PyTDC (Therapeutics Data Commons)","tagline":"Use Therapeutics Data Commons through the PyTDC Python package for registry discovery, approved dataset access, task-aware splits, evaluator metrics, benchmark groups, and bounded molecular-oracle workflows.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/model-biology","taskName":"Molecules & structures","hay":"pytdc (therapeutics data commons) use therapeutics data commons through the pytdc python package for registry discovery, approved dataset access, task-aware splits, evaluator metrics, benchmark groups, and bounded molecular-oracle workflows. pytdc science "},{"slug":"torch-geometric","kind":"skill","name":"PyTorch Geometric (PyG)","tagline":"PyTorch Geometric (PyG) for graph neural networks — node/link/graph classification, message passing (GCN, GAT, GraphSAGE, GIN), heterogeneous graphs, neighbor sampling, and custom datasets. Use when working with torch_geometric, not for general NetworkX analytics or non-graph PyTorch models.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"pytorch geometric (pyg) pytorch geometric (pyg) for graph neural networks — node/link/graph classification, message passing (gcn, gat, graphsage, gin), heterogeneous graphs, neighbor sampling, and custom datasets. use when working with torch_geometric, not for general networkx analytics or non-graph pytorch models. torch-geometric science "},{"slug":"pytorch-lightning","kind":"skill","name":"Pytorch lightning","tagline":"Deep learning framework (PyTorch Lightning / lightning package). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard, MLflow), distributed training (DDP, FSDP, DeepSpeed), for scalable neural network training.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"people","deptName":"People & hiring","task":"people/train-team","taskName":"Training","hay":"pytorch lightning deep learning framework (pytorch lightning / lightning package). organize pytorch code into lightningmodules, configure trainers for multi-gpu/tpu, implement data pipelines, callbacks, logging (w&b, tensorboard, mlflow), distributed training (ddp, fsdp, deepspeed), for scalable neural network training. pytorch-lightning science "},{"slug":"pyzotero","kind":"skill","name":"Pyzotero","tagline":"Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via the Zotero Web API v3. Use this skill when working with Zotero libraries programmatically, managing bibliographic references, exporting citations, searching library contents, uploading PDF attachments, or building research automation workflows that integrate with Zotero.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"pyzotero interact with zotero reference management libraries using the pyzotero python client. retrieve, create, update, and delete items, collections, tags, and attachments via the zotero web api v3. use this skill when working with zotero libraries programmatically, managing bibliographic references, exporting citations, searching library contents, uploading pdf attachments, or building research automation workflows that integrate with zotero. pyzotero science "},{"slug":"qiskit","kind":"skill","name":"Qiskit","tagline":"Build, simulate, transpile, and execute quantum circuits with Qiskit and IBM Quantum Runtime. Use for Qiskit 2.x circuits and operators, V2 Sampler or Estimator primitives, target-aware transpilation, local or noisy simulation, IBM QPU execution, Runtime sessions or batches, error mitigation, and Qiskit ecosystem packages.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/study-physical","taskName":"Physics & astronomy","hay":"qiskit build, simulate, transpile, and execute quantum circuits with qiskit and ibm quantum runtime. use for qiskit 2.x circuits and operators, v2 sampler or estimator primitives, target-aware transpilation, local or noisy simulation, ibm qpu execution, runtime sessions or batches, error mitigation, and qiskit ecosystem packages. qiskit science "},{"slug":"qutip","kind":"skill","name":"QuTiP 5","tagline":"Simulate and audit closed and open quantum-system models with QuTiP 5, including deterministic, trajectory, steady-state, spectral, and phase-space workflows. Use for local quantum-dynamics work where physical assumptions, dimensions, and numerical convergence must be explicit.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/study-physical","taskName":"Physics & astronomy","hay":"qutip 5 simulate and audit closed and open quantum-system models with qutip 5, including deterministic, trajectory, steady-state, spectral, and phase-space workflows. use for local quantum-dynamics work where physical assumptions, dimensions, and numerical convergence must be explicit. qutip science "},{"slug":"rdkit","kind":"skill","name":"RDKit Cheminformatics Toolkit","tagline":"Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, reactions. For standard workflows with simpler interface, use datamol (wrapper around RDKit). Use rdkit for advanced control, custom sanitization, specialized algorithms.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/model-biology","taskName":"Molecules & structures","hay":"rdkit cheminformatics toolkit cheminformatics toolkit for fine-grained molecular control. smiles/sdf parsing, descriptors (mw, logp, tpsa), fingerprints, substructure search, 2d/3d generation, similarity, reactions. for standard workflows with simpler interface, use datamol (wrapper around rdkit). use rdkit for advanced control, custom sanitization, specialized algorithms. rdkit science "},{"slug":"relsa-severity-assessment","kind":"skill","name":"RELSA severity assessment and humane endpoint forecasting","tagline":"Multivariate severity assessment and humane endpoint prediction for laboratory animal studies using the RELSA (RELative Severity Assessment) score and ARIMA-based foRcast forecasting. Use when combining welfare readouts — body weight or weight loss, body temperature, clinical or nesting scores, biomarkers, activity, heart rate, burrowing, wheel running — into one severity score per animal per day, when asking which animals are at risk of reaching a humane endpoint or when one will be reached, when defining attention/danger zones or thresholds on a severity scale by kernel density estimation, or when reporting severity for a 3Rs, refinement, animal-welfare, or EU Directive 2010/63/EU severity-assessment context. Covers directionality (\"turned\" variables), baseline normalization, reference sets, RELSA weights, ARIMA prediction intervals, and RMSE/PICP/MPIW evaluation.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/run-clinical","taskName":"Clinical & trials","hay":"relsa severity assessment and humane endpoint forecasting multivariate severity assessment and humane endpoint prediction for laboratory animal studies using the relsa (relative severity assessment) score and arima-based forcast forecasting. use when combining welfare readouts — body weight or weight loss, body temperature, clinical or nesting scores, biomarkers, activity, heart rate, burrowing, wheel running — into one severity score per animal per day, when asking which animals are at risk of reaching a humane endpoint or when one will be reached, when defining attention/danger zones or thresholds on a severity scale by kernel density estimation, or when reporting severity for a 3rs, refinement, animal-welfare, or eu directive 2010/63/eu severity-assessment context. covers directionality (\"turned\" variables), baseline normalization, reference sets, relsa weights, arima prediction intervals, and rmse/picp/mpiw evaluation. relsa-severity-assessment science "},{"slug":"research-grants","kind":"skill","name":"Research Grant Writing","tagline":"Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"research grant writing write competitive research proposals for nsf, nih, doe, darpa, and taiwan nstc. agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements. research-grants science "},{"slug":"research-lookup","kind":"skill","name":"Research lookup","tagline":"Compile current scholarly evidence for a scientific manuscript or research brief. Use when the user explicitly asks to gather literature, references, background evidence, competing findings, or a manuscript research packet. Uses Parallel Search by default, Parallel Extract for source verification, Parallel Research for explicitly deep/exhaustive work, optional explicit Parallel Chat, and optional Perplexity only when requested or allowed as a failure fallback.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"research lookup compile current scholarly evidence for a scientific manuscript or research brief. use when the user explicitly asks to gather literature, references, background evidence, competing findings, or a manuscript research packet. uses parallel search by default, parallel extract for source verification, parallel research for explicitly deep/exhaustive work, optional explicit parallel chat, and optional perplexity only when requested or allowed as a failure fallback. research-lookup science "},{"slug":"scanpy","kind":"skill","name":"Scanpy: Single-Cell Analysis","tagline":"Standard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression, visualization, and converting R-friendly single-cell formats such as Seurat or SingleCellExperiment RDS files into h5ad for Scanpy. Best for exploratory scRNA-seq analysis with established workflows. For deep learning models use scvi-tools; for data format questions use anndata.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"scanpy: single-cell analysis standard single-cell rna-seq analysis pipeline. use for qc, normalization, dimensionality reduction (pca/umap/t-sne), clustering, differential expression, visualization, and converting r-friendly single-cell formats such as seurat or singlecellexperiment rds files into h5ad for scanpy. best for exploratory scrna-seq analysis with established workflows. for deep learning models use scvi-tools; for data format questions use anndata. scanpy science "},{"slug":"scholar-evaluation","kind":"skill","name":"Scholar evaluation","tagline":"Provide qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional local quality controls. Never use for ranking people or consequential decisions.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"scholar evaluation provide qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional local quality controls. never use for ranking people or consequential decisions. scholar-evaluation science "},{"slug":"scientific-brainstorming","kind":"skill","name":"Scientific brainstorming","tagline":"Facilitates evidence-aware scientific ideation with independent generation, structured discussion, explicit assumptions, transparent evaluation, adversarial review, and decision logs. Use for early-stage research brainstorming or prioritizing candidate directions; hand off empirical validation, study design, ethics or regulatory review, and clinical questions to appropriate experts or skills.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"scientific brainstorming facilitates evidence-aware scientific ideation with independent generation, structured discussion, explicit assumptions, transparent evaluation, adversarial review, and decision logs. use for early-stage research brainstorming or prioritizing candidate directions; hand off empirical validation, study design, ethics or regulatory review, and clinical questions to appropriate experts or skills. scientific-brainstorming science "},{"slug":"scientific-critical-thinking","kind":"skill","name":"Scientific critical thinking","tagline":"Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE, Cochrane Risk of Bias), or teaching critical analysis. Best for understanding evidence quality, identifying flaws. For formal peer review writing use peer-review.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"product","deptName":"Product","task":"product/deep-research","taskName":"Deep research","hay":"scientific critical thinking evaluate scientific claims and evidence quality. use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (grade, cochrane risk of bias), or teaching critical analysis. best for understanding evidence quality, identifying flaws. for formal peer review writing use peer-review. scientific-critical-thinking science "},{"slug":"hypothesis-generation","kind":"skill","name":"Scientific Hypothesis Generation","tagline":"Formulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions, measurements, and preregistration-ready analysis plans. Use when turning observations or preliminary findings into transparent, testable research plans without treating hypotheses as facts.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"scientific hypothesis generation formulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions, measurements, and preregistration-ready analysis plans. use when turning observations or preliminary findings into transparent, testable research plans without treating hypotheses as facts. hypothesis-generation science "},{"slug":"scientific-schematics","kind":"skill","name":"Scientific Schematics and Diagrams","tagline":"Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.6 Flash for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"scientific schematics and diagrams create publication-quality scientific diagrams using nano banana 2 ai with smart iterative refinement. uses gemini 3.6 flash for quality review. only regenerates if quality is below threshold for your document type. specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations. scientific-schematics science "},{"slug":"scientific-slides","kind":"skill","name":"Scientific slides","tagline":"Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. Provides slide structure, design templates, timing guidance, and visual validation. Works with PowerPoint and LaTeX Beamer.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"scientific slides build slide decks and presentations for research talks. use this for making powerpoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. provides slide structure, design templates, timing guidance, and visual validation. works with powerpoint and latex beamer. scientific-slides science "},{"slug":"scientific-visualization","kind":"skill","name":"Scientific visualization","tagline":"Create and audit truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly. Use for figure design, multi-panel layouts, uncertainty and missing-data displays, color/contrast review, image metadata validation, and journal export planning.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"scientific visualization create and audit truthful, accessible, publication-ready scientific figures with matplotlib, seaborn, or plotly. use for figure design, multi-panel layouts, uncertainty and missing-data displays, color/contrast review, image metadata validation, and journal export planning. scientific-visualization science "},{"slug":"scientific-writing","kind":"skill","name":"Scientific writing","tagline":"Draft, revise, and audit scientific manuscripts or reports with explicit evidence provenance, reporting-guideline coverage, authorship accountability, confidentiality controls, and local consistency checks. Use for manuscript sections, references, declarations, tables, figures, or submission preparation when scientific accuracy and traceability matter.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"scientific writing draft, revise, and audit scientific manuscripts or reports with explicit evidence provenance, reporting-guideline coverage, authorship accountability, confidentiality controls, and local consistency checks. use for manuscript sections, references, declarations, tables, figures, or submission preparation when scientific accuracy and traceability matter. scientific-writing science "},{"slug":"scikit-bio","kind":"skill","name":"Scikit bio","tagline":"Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for microbiome analysis.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"scikit bio biological data toolkit. sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, unifrac), ordination (pcoa), permanova, fasta/newick i/o, for microbiome analysis. scikit-bio science "},{"slug":"scikit-learn","kind":"skill","name":"Scikit learn","tagline":"Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"scikit learn machine learning in python with scikit-learn. use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ml pipelines. provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices. scikit-learn science "},{"slug":"scikit-survival","kind":"skill","name":"Scikit survival","tagline":"Build, evaluate, and audit right-censored or competing-risk survival workflows with scikit-survival, including leakage-safe preprocessing, model selection, probability prediction, and censoring-aware metrics.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/run-clinical","taskName":"Clinical & trials","hay":"scikit survival build, evaluate, and audit right-censored or competing-risk survival workflows with scikit-survival, including leakage-safe preprocessing, model selection, probability prediction, and censoring-aware metrics. scikit-survival science "},{"slug":"scvelo","kind":"skill","name":"scVelo — RNA Velocity Analysis","tagline":"RNA velocity analysis with scVelo. Estimate cell state transitions from unspliced/spliced mRNA dynamics, infer trajectory directions, compute latent time, and identify driver genes in single-cell RNA-seq data. Complements Scanpy/scVI-tools for trajectory inference.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"scvelo — rna velocity analysis rna velocity analysis with scvelo. estimate cell state transitions from unspliced/spliced mrna dynamics, infer trajectory directions, compute latent time, and identify driver genes in single-cell rna-seq data. complements scanpy/scvi-tools for trajectory inference. scvelo science "},{"slug":"scvi-tools","kind":"skill","name":"Scvi tools","tagline":"Deep generative models for single-cell omics. Use when you need probabilistic batch correction (scVI), transfer learning, differential expression with uncertainty, or multi-modal integration (TOTALVI, MultiVI). Best for advanced modeling, batch effects, multimodal data. For standard analysis pipelines use scanpy.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"scvi tools deep generative models for single-cell omics. use when you need probabilistic batch correction (scvi), transfer learning, differential expression with uncertainty, or multi-modal integration (totalvi, multivi). best for advanced modeling, batch effects, multimodal data. for standard analysis pipelines use scanpy. scvi-tools science "},{"slug":"seaborn","kind":"skill","name":"Seaborn Statistical Visualization","tagline":"Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults. Best for box plots, violin plots, pair plots, heatmaps. Built on matplotlib. For interactive plots use plotly; for publication styling use scientific-visualization.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"seaborn statistical visualization statistical visualization with pandas integration. use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults. best for box plots, violin plots, pair plots, heatmaps. built on matplotlib. for interactive plots use plotly; for publication styling use scientific-visualization. seaborn science "},{"slug":"shap","kind":"skill","name":"Shap","tagline":"Explain and audit machine-learning predictions with SHAP. Use for selecting SHAP explainers and maskers, computing and validating feature attributions, handling multi-output explanations, and producing local or global SHAP visualizations.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"shap explain and audit machine-learning predictions with shap. use for selecting shap explainers and maskers, computing and validating feature attributions, handling multi-output explanations, and producing local or global shap visualizations. shap science "},{"slug":"simpy","kind":"skill","name":"Simpy","tagline":"Build, inspect, test, and analyze bounded process-based discrete-event simulations with SimPy, including events, resources, interrupts, monitoring, replications, warm-up, and reproducible output analysis.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/study-physical","taskName":"Physics & astronomy","hay":"simpy build, inspect, test, and analyze bounded process-based discrete-event simulations with simpy, including events, resources, interrupts, monitoring, replications, warm-up, and reproducible output analysis. simpy science "},{"slug":"stable-baselines3","kind":"skill","name":"Stable baselines3","tagline":"Production-ready reinforcement learning algorithms (PPO, SAC, DQN, TD3, DDPG, A2C) with scikit-learn-like API. Use for standard RL experiments, quick prototyping, and well-documented algorithm implementations. Best for single-agent RL with Gymnasium environments. For high-performance parallel training, multi-agent systems, or custom vectorized environments, use pufferlib instead.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"stable baselines3 production-ready reinforcement learning algorithms (ppo, sac, dqn, td3, ddpg, a2c) with scikit-learn-like api. use for standard rl experiments, quick prototyping, and well-documented algorithm implementations. best for single-agent rl with gymnasium environments. for high-performance parallel training, multi-agent systems, or custom vectorized environments, use pufferlib instead. stable-baselines3 science "},{"slug":"statistical-analysis","kind":"skill","name":"Statistical analysis","tagline":"Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives, and APA-formatted reporting. Use whenever a user wants to compare groups, test a hypothesis, analyze experimental or survey data, check statistical assumptions, compute required sample sizes, or write up results - even if they never name a specific test. Covers t-tests, ANOVA, chi-square, correlation, regression, non-parametric and Bayesian methods. For low-level model APIs, see the statsmodels and pymc skills.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"statistical analysis guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, bayesian alternatives, and apa-formatted reporting. use whenever a user wants to compare groups, test a hypothesis, analyze experimental or survey data, check statistical assumptions, compute required sample sizes, or write up results - even if they never name a specific test. covers t-tests, anova, chi-square, correlation, regression, non-parametric and bayesian methods. for low-level model apis, see the statsmodels and pymc skills. statistical-analysis science "},{"slug":"statistical-power","kind":"skill","name":"Statistical Power & Sample Size","tagline":"Sample-size and statistical power calculations for planning studies. Use whenever someone asks \"how many subjects/samples/replicates do I need\", wants an a priori power analysis, a minimum detectable effect (MDE), a power curve, or needs to justify a sample size for a grant, IRB protocol, or pre-registration. Covers closed-form power for t-tests, ANOVA, proportions, correlations, chi-square, and regression, plus simulation-based (Monte Carlo) power for designs with no formula — logistic/Poisson regression, mixed models, cluster-randomized trials, survival, and interactions. Use this skill even when the request only mentions an effect size, alpha, or \"80% power\" without saying \"power analysis\" explicitly. For laying out the study (randomization, blocking, factorial/DOE, crossover, sequential designs) use experimental-design; for analyzing data already collected and reporting it use statistical-analysis.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"data","deptName":"Data & analytics","task":"data/analyse-data","taskName":"Data analysis","hay":"statistical power & sample size sample-size and statistical power calculations for planning studies. use whenever someone asks \"how many subjects/samples/replicates do i need\", wants an a priori power analysis, a minimum detectable effect (mde), a power curve, or needs to justify a sample size for a grant, irb protocol, or pre-registration. covers closed-form power for t-tests, anova, proportions, correlations, chi-square, and regression, plus simulation-based (monte carlo) power for designs with no formula — logistic/poisson regression, mixed models, cluster-randomized trials, survival, and interactions. use this skill even when the request only mentions an effect size, alpha, or \"80% power\" without saying \"power analysis\" explicitly. for laying out the study (randomization, blocking, factorial/doe, crossover, sequential designs) use experimental-design; for analyzing data already collected and reporting it use statistical-analysis. statistical-power science "},{"slug":"statsmodels","kind":"skill","name":"Statsmodels: Statistical Modeling and Econometrics","tagline":"Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with coefficient tables. For guided statistical test selection with APA reporting use statistical-analysis.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"statsmodels: statistical modeling and econometrics statistical models library for python. use when you need specific model classes (ols, glm, mixed models, arima) with detailed diagnostics, residuals, and inference. best for econometrics, time series, rigorous inference with coefficient tables. for guided statistical test selection with apa reporting use statistical-analysis. statsmodels science "},{"slug":"sympy","kind":"skill","name":"SymPy - Symbolic Mathematics in Python","tagline":"Use when you need exact symbolic math in Python — algebra, calculus, equation solving, symbolic linear algebra, or code generation via lambdify/LaTeX. Prefer NumPy or SciPy when floating-point approximations are sufficient.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"sympy - symbolic mathematics in python use when you need exact symbolic math in python — algebra, calculus, equation solving, symbolic linear algebra, or code generation via lambdify/latex. prefer numpy or scipy when floating-point approximations are sufficient. sympy science "},{"slug":"tamarind","kind":"skill","name":"Tamarind Bio","tagline":"Access a collection of open-source molecular design and structural biology tools on the Tamarind Bio platform, via its REST API or MCP server — no local GPUs required. Tamarind bundles popular open-source models for structure prediction (AlphaFold, Boltz, Chai, ESMFold), protein, binder, and de novo design (RFdiffusion, ProteinMPNN, BoltzGen), antibody and nanobody design and developability, protein-ligand docking (DiffDock, Autodock Vina), binding-affinity prediction, MSA generation, and molecular dynamics. Use when the user mentions Tamarind or tamarind.bio, wants to run any of these open-source tools in the cloud, references app.tamarind.bio/api or the x-api-key header, or needs to submit batches of sequences for structural or biophysical characterization.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"tamarind bio access a collection of open-source molecular design and structural biology tools on the tamarind bio platform, via its rest api or mcp server — no local gpus required. tamarind bundles popular open-source models for structure prediction (alphafold, boltz, chai, esmfold), protein, binder, and de novo design (rfdiffusion, proteinmpnn, boltzgen), antibody and nanobody design and developability, protein-ligand docking (diffdock, autodock vina), binding-affinity prediction, msa generation, and molecular dynamics. use when the user mentions tamarind or tamarind.bio, wants to run any of these open-source tools in the cloud, references app.tamarind.bio/api or the x-api-key header, or needs to submit batches of sequences for structural or biophysical characterization. tamarind science "},{"slug":"tiledbvcf","kind":"skill","name":"Tiledbvcf","tagline":"Efficient storage and retrieval of genomic variant data using TileDB. Scalable VCF/BCF ingestion, incremental sample addition, compressed storage, parallel queries, and export capabilities for population genomics.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/analyse-omics","taskName":"Genomics & omics","hay":"tiledbvcf efficient storage and retrieval of genomic variant data using tiledb. scalable vcf/bcf ingestion, incremental sample addition, compressed storage, parallel queries, and export capabilities for population genomics. tiledbvcf science "},{"slug":"timesfm-forecasting","kind":"skill","name":"Timesfm forecasting","tagline":"Zero-shot time series forecasting with Google's TimesFM foundation model. Use for any univariate time series (sales, sensors, energy, vitals, weather) without training a custom model. Supports CSV/DataFrame/array inputs with point forecasts and prediction intervals. Includes a preflight system checker script to verify RAM/GPU before first use.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"timesfm forecasting zero-shot time series forecasting with google's timesfm foundation model. use for any univariate time series (sales, sensors, energy, vitals, weather) without training a custom model. supports csv/dataframe/array inputs with point forecasts and prediction intervals. includes a preflight system checker script to verify ram/gpu before first use. timesfm-forecasting science "},{"slug":"torchdrug","kind":"skill","name":"Torchdrug","tagline":"Build and troubleshoot TorchDrug 0.2.1 workflows for molecular graphs, property prediction, self-supervised pretraining, molecule generation, retrosynthesis, protein representation learning, and knowledge graph reasoning. Use when code imports torchdrug or needs its datasets, models, tasks, or Engine.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/model-biology","taskName":"Molecules & structures","hay":"torchdrug build and troubleshoot torchdrug 0.2.1 workflows for molecular graphs, property prediction, self-supervised pretraining, molecule generation, retrosynthesis, protein representation learning, and knowledge graph reasoning. use when code imports torchdrug or needs its datasets, models, tasks, or engine. torchdrug science "},{"slug":"consciousness-council","kind":"skill","name":"Tough Decision Advisor: Every Angle Considered","tagline":"Hand in a decision you're stuck on. Get back a clear breakdown of every angle — the trade-offs, the risks, the blind spot, and a recommended path.","author":"K-Dense-AI","license":"MIT license","stars":45977,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"tough decision advisor: every angle considered hand in a decision you're stuck on. get back a clear breakdown of every angle — the trade-offs, the risks, the blind spot, and a recommended path. consciousness-council data & ai you're going back and forth on a big decision and can't see it clearly anymore. you keep talking yourself in circles and worry you're missing something obvious that will cost you later."},{"slug":"transformers","kind":"skill","name":"Transformers","tagline":"Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision, audio, and multimodal tasks. Use when working with AutoModel, pipelines, tokenizers, or TrainingArguments—not for general ML outside the Transformers library.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"transformers hugging face transformers for loading hub models, running pipeline inference, text generation, and trainer fine-tuning on nlp, vision, audio, and multimodal tasks. use when working with automodel, pipelines, tokenizers, or trainingarguments—not for general ml outside the transformers library. transformers science "},{"slug":"treatment-plans","kind":"skill","name":"Treatment-Plan Documentation","tagline":"Format and structurally validate local treatment-plan documentation after clinical decisions have already been supplied and verified by authorized licensed professionals. Use for source traceability, clinician-authored intervention records, goals and checkpoints, shared-decision records, reconciliation handoffs, and release gates—not for clinical decision-making.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/write-dev-docs","taskName":"Developer docs","hay":"treatment-plan documentation format and structurally validate local treatment-plan documentation after clinical decisions have already been supplied and verified by authorized licensed professionals. use for source traceability, clinician-authored intervention records, goals and checkpoints, shared-decision records, reconciliation handoffs, and release gates—not for clinical decision-making. treatment-plans science "},{"slug":"usfiscaldata","kind":"skill","name":"U.S. Treasury Fiscal Data API","tagline":"Query the U.S. Treasury Fiscal Data REST API for federal financial data. No API key required. Use for national debt (Debt to the Penny), Daily Treasury Statements, Monthly Treasury Statements, Treasury securities auctions, interest rates, foreign exchange rates, savings bonds, or U.S. government revenue and spending statistics.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"u.s. treasury fiscal data api query the u.s. treasury fiscal data rest api for federal financial data. no api key required. use for national debt (debt to the penny), daily treasury statements, monthly treasury statements, treasury securities auctions, interest rates, foreign exchange rates, savings bonds, or u.s. government revenue and spending statistics. usfiscaldata science "},{"slug":"umap-learn","kind":"skill","name":"Umap learn","tagline":"Use UMAP-learn for nonlinear dimensionality reduction, 2D/3D embeddings, clustering preprocessing, supervised or semi-supervised UMAP, DensMAP, AlignedUMAP, and Parametric UMAP workflows.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/model-biology","taskName":"Molecules & structures","hay":"umap learn use umap-learn for nonlinear dimensionality reduction, 2d/3d embeddings, clustering preprocessing, supervised or semi-supervised umap, densmap, alignedumap, and parametric umap workflows. umap-learn science "},{"slug":"uncertainty-and-units","kind":"skill","name":"Uncertainty and units","tagline":"Track physical units and propagate measurement uncertainty in scientific calculations using pint and uncertainties. Use for unit conversion and dimensional checking, GUM uncertainty budgets, Type A and Type B evaluation, coverage factors and expanded uncertainty, Monte Carlo propagation, significant-figure and plus-minus reporting, error propagation through curve fits, CODATA constants, auditing Python code for stripped units or broken uncertainty propagation, and order-of-magnitude plausibility checks using dimensionless groups (Reynolds, Peclet, Damkohler, Knudsen, Biot, Womersley), characteristic scales such as diffusion time or Debye length, and observed magnitude ranges. Trigger on \"is this number physically reasonable\", \"sanity check these units\", \"what regime is this flow in\", or a result that looks off by orders of magnitude.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/study-physical","taskName":"Physics & astronomy","hay":"uncertainty and units track physical units and propagate measurement uncertainty in scientific calculations using pint and uncertainties. use for unit conversion and dimensional checking, gum uncertainty budgets, type a and type b evaluation, coverage factors and expanded uncertainty, monte carlo propagation, significant-figure and plus-minus reporting, error propagation through curve fits, codata constants, auditing python code for stripped units or broken uncertainty propagation, and order-of-magnitude plausibility checks using dimensionless groups (reynolds, peclet, damkohler, knudsen, biot, womersley), characteristic scales such as diffusion time or debye length, and observed magnitude ranges. trigger on \"is this number physically reasonable\", \"sanity check these units\", \"what regime is this flow in\", or a result that looks off by orders of magnitude. uncertainty-and-units science "},{"slug":"vaex","kind":"skill","name":"Vaex","tagline":"Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex excels at out-of-core DataFrame operations, lazy evaluation, fast aggregations, efficient visualization of big data, and machine learning on large datasets. Apply when users need to work with large CSV/HDF5/Arrow/Parquet files, perform fast statistics on massive datasets, create visualizations of big data, or build ML pipelines that do not fit in memory.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/handle-research-data","taskName":"Research data","hay":"vaex use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available ram. vaex excels at out-of-core dataframe operations, lazy evaluation, fast aggregations, efficient visualization of big data, and machine learning on large datasets. apply when users need to work with large csv/hdf5/arrow/parquet files, perform fast statistics on massive datasets, create visualizations of big data, or build ml pipelines that do not fit in memory. vaex science "},{"slug":"venue-templates","kind":"skill","name":"Venue templates","tagline":"Prepare journal manuscripts, conference papers, research posters, and grant documents using venue-specific formatting guidance and bundled LaTeX scaffolds. Use when selecting an official template, checking current page or anonymity rules, adapting academic writing to a venue, or inspecting a submission PDF.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"venue templates prepare journal manuscripts, conference papers, research posters, and grant documents using venue-specific formatting guidance and bundled latex scaffolds. use when selecting an official template, checking current page or anonymity rules, adapting academic writing to a venue, or inspecting a submission pdf. venue-templates science "},{"slug":"waypoint-bio","kind":"skill","name":"Waypoint: Outpost Bio's Open Microbiome Foundation Models","tagline":"Use when working with Outpost Bio's open microbiome foundation models - the Waypoint checkpoints (Waypoint-6m, Waypoint-45m, Waypoint-170m), the Atlas pretraining corpus, the Compass eight-task benchmark, or the `waypoint` CLI from the `waypoint-bio` package. Covers embedding microbiome samples, fine-tuning on taxonomic abundance data, benchmarking a checkpoint on Compass, pretraining a GPT-2 model on taxonomic abundance profiles, and converting MetaPhlAn, Kraken2, QIIME 2, or MGnify abundance tables into waypoint format.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"waypoint: outpost bio's open microbiome foundation models use when working with outpost bio's open microbiome foundation models - the waypoint checkpoints (waypoint-6m, waypoint-45m, waypoint-170m), the atlas pretraining corpus, the compass eight-task benchmark, or the `waypoint` cli from the `waypoint-bio` package. covers embedding microbiome samples, fine-tuning on taxonomic abundance data, benchmarking a checkpoint on compass, pretraining a gpt-2 model on taxonomic abundance profiles, and converting metaphlan, kraken2, qiime 2, or mgnify abundance tables into waypoint format. waypoint-bio science "},{"slug":"zarr-python","kind":"skill","name":"Zarr python","tagline":"Chunked N-D arrays for cloud storage (Zarr-Python 3). Compressed arrays, parallel I/O, S3/GCS via fsspec, NumPy/Dask/Xarray compatible, for large-scale scientific computing pipelines.","author":"K-Dense-AI","license":"MIT","stars":45977,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"zarr python chunked n-d arrays for cloud storage (zarr-python 3). compressed arrays, parallel i/o, s3/gcs via fsspec, numpy/dask/xarray compatible, for large-scale scientific computing pipelines. zarr-python science "},{"slug":"animate-expo","kind":"skill","name":"Building Animations in Expo","tagline":"Build animations in React Native and Expo, making the decisions in the order that determines whether they feel right — should it animate, which thread it runs on, which properties, spring or timing, how the gesture hands off, how it degrades. Writes the implementation with Reanimated, Gesture Handler, Expo Router and expo-haptics. Use when animating anything in an Expo app, adding gestures, sheets, screen transitions, press feedback or haptics, or fixing motion that stutters on device. For web animation use `animate`.","author":"emilkowalski","license":"MIT","stars":40755,"dept":"engineering","deptName":"Development","task":"engineering/mobile","taskName":"Mobile apps","hay":"building animations in expo build animations in react native and expo, making the decisions in the order that determines whether they feel right — should it animate, which thread it runs on, which properties, spring or timing, how the gesture hands off, how it degrades. writes the implementation with reanimated, gesture handler, expo router and expo-haptics. use when animating anything in an expo app, adding gestures, sheets, screen transitions, press feedback or haptics, or fixing motion that stutters on device. for web animation use `animate`. animate-expo design & ui "},{"slug":"emil-design-eng","kind":"skill","name":"Design Engineering","tagline":"This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the invisible details that make software feel great.","author":"emilkowalski","license":"MIT","stars":40755,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"design engineering this skill encodes emil kowalski's philosophy on ui polish, component design, animation decisions, and the invisible details that make software feel great. emil-design-eng design & ui "},{"slug":"mobile-native","kind":"skill","name":"Feeling Native On Mobile","tagline":"Make a web app feel native on a phone — the small CSS and meta-tag fixes that separate \"a website in a browser\" from something that feels installed. Covers sticky hover states, tap highlight flashes, the 100vh bug, inputs that zoom the page, laggy taps, pull-to-refresh hijacking scroll, content under the notch, long-press selecting button text, carousels that scroll the wrong way, mismatched status bars, and the rule that you test on real hardware. Use when a web app is being built for or reviewed on mobile, when something \"works in Chrome but feels wrong on my phone\", when building a PWA, a bottom sheet, a carousel, a full-screen layout, or any touch interaction. For motion itself use animate; for React Native use animate-expo.","author":"emilkowalski","license":"MIT","stars":40755,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"feeling native on mobile make a web app feel native on a phone — the small css and meta-tag fixes that separate \"a website in a browser\" from something that feels installed. covers sticky hover states, tap highlight flashes, the 100vh bug, inputs that zoom the page, laggy taps, pull-to-refresh hijacking scroll, content under the notch, long-press selecting button text, carousels that scroll the wrong way, mismatched status bars, and the rule that you test on real hardware. use when a web app is being built for or reviewed on mobile, when something \"works in chrome but feels wrong on my phone\", when building a pwa, a bottom sheet, a carousel, a full-screen layout, or any touch interaction. for motion itself use animate; for react native use animate-expo. mobile-native design & ui "},{"slug":"find-animation-opportunities","kind":"skill","name":"Finding Animation Opportunities","tagline":"Search a codebase or UI for places that don't animate but should, and reject everything that shouldn't. Read-only; it proposes motion with exact values, it does not implement it. Use when the user asks \"what could be animated here?\" or wants to \"make this feel more alive\". For fixing existing animations, use improve-animations or review-animations instead.","author":"emilkowalski","license":"MIT","stars":40755,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"finding animation opportunities search a codebase or ui for places that don't animate but should, and reject everything that shouldn't. read-only; it proposes motion with exact values, it does not implement it. use when the user asks \"what could be animated here?\" or wants to \"make this feel more alive\". for fixing existing animations, use improve-animations or review-animations instead. find-animation-opportunities design & ui "},{"slug":"improve-animations","kind":"skill","name":"Improving Animations","tagline":"Survey a codebase's animation and motion code as a senior motion advisor, then produce a prioritized audit and self-contained implementation plans for other agents (or cheaper models) to execute. Read-only on source code — it plans improvements, it does not apply them. Use when the user asks to \"improve the animations\", \"audit the motion\", \"make this app feel better\", or wants a roadmap of animation fixes rather than a review of a single diff.","author":"emilkowalski","license":"MIT","stars":40755,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"improving animations survey a codebase's animation and motion code as a senior motion advisor, then produce a prioritized audit and self-contained implementation plans for other agents (or cheaper models) to execute. read-only on source code — it plans improvements, it does not apply them. use when the user asks to \"improve the animations\", \"audit the motion\", \"make this app feel better\", or wants a roadmap of animation fixes rather than a review of a single diff. improve-animations design & ui "},{"slug":"pick-ui-library","kind":"skill","name":"Picking The Right Library","tagline":"Pick the right library for a given frontend task from a curated, opinionated list — numbers, OTP inputs, charts, command menus, virtualization, drag and drop, toasts, state, styling, and more. Only runs when explicitly invoked; it does not trigger on its own.","author":"emilkowalski","license":"MIT","stars":40755,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"picking the right library pick the right library for a given frontend task from a curated, opinionated list — numbers, otp inputs, charts, command menus, virtualization, drag and drop, toasts, state, styling, and more. only runs when explicitly invoked; it does not trigger on its own. pick-ui-library design & ui "},{"slug":"prototype","kind":"skill","name":"Prototyping Variants","tagline":"Build multiple genuinely different versions of a UI piece you describe, rendered behind a visual picker so you can flip through them live and promote the one that feels right. Only runs when explicitly invoked; it does not trigger on its own.","author":"emilkowalski","license":"MIT","stars":40755,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"prototyping variants build multiple genuinely different versions of a ui piece you describe, rendered behind a visual picker so you can flip through them live and promote the one that feels right. only runs when explicitly invoked; it does not trigger on its own. prototype design & ui "},{"slug":"review-animations","kind":"skill","name":"Reviewing Animations","tagline":"Reviews animation and motion code against a high craft bar derived from Emil Kowalski's design engineering philosophy. Default to flagging; approval is earned.","author":"emilkowalski","license":"MIT","stars":40755,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"reviewing animations reviews animation and motion code against a high craft bar derived from emil kowalski's design engineering philosophy. default to flagging; approval is earned. review-animations design & ui "},{"slug":"ask-sonner","kind":"skill","name":"Working With Sonner","tagline":"Guide to Sonner, the React toast library — install and wire up the Toaster, pick the right toast() call, promise and loading toasts, updating, dismissing and persisting toasts, styling, theming and icons, positioning and multiple toasters. Use when working with Sonner or troubleshooting it — toasts that don't appear, appear twice, lose their styles, ignore Tailwind classes, sit behind a modal, or don't follow dark mode.","author":"emilkowalski","license":"MIT","stars":40755,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"working with sonner guide to sonner, the react toast library — install and wire up the toaster, pick the right toast() call, promise and loading toasts, updating, dismissing and persisting toasts, styling, theming and icons, positioning and multiple toasters. use when working with sonner or troubleshooting it — toasts that don't appear, appear twice, lose their styles, ignore tailwind classes, sit behind a modal, or don't follow dark mode. ask-sonner design & ui "},{"slug":"write-swift","kind":"skill","name":"Write swift","tagline":"How to write modern Swift well — modeling with value types, Swift 6 data-race safety and approachable concurrency (@concurrent, main-actor-by-default, actors, task groups), protocols and generics (some vs any), API design, performance and ARC, Swift Testing, macros, and the modern language features agents don't know about yet. Use when writing, reviewing, or migrating Swift, or when a concurrency error, a hang, a data race, a retain cycle, or a performance problem needs fixing.","author":"emilkowalski","license":"MIT","stars":40755,"dept":"engineering","deptName":"Development","task":"engineering/mobile","taskName":"Mobile apps","hay":"write swift how to write modern swift well — modeling with value types, swift 6 data-race safety and approachable concurrency (@concurrent, main-actor-by-default, actors, task groups), protocols and generics (some vs any), api design, performance and arc, swift testing, macros, and the modern language features agents don't know about yet. use when writing, reviewing, or migrating swift, or when a concurrency error, a hang, a data race, a retain cycle, or a performance problem needs fixing. write-swift design & ui "},{"slug":"mobile-android-design","kind":"skill","name":"Android Mobile Design","tagline":"Master Material Design 3 and Jetpack Compose patterns for building native Android apps. Use when designing Android interfaces, implementing Compose UI, or following Google's Material Design guidelines.","author":"wshobson","license":"MIT","stars":39857,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"android mobile design master material design 3 and jetpack compose patterns for building native android apps. use when designing android interfaces, implementing compose ui, or following google's material design guidelines. mobile-android-design design & ui "},{"slug":"angular-migration","kind":"skill","name":"Angular migration","tagline":"Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or modernizing legacy Angular code.","author":"wshobson","license":"MIT","stars":39857,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"angular migration migrate from angularjs to angular using hybrid mode, incremental component rewriting, and dependency injection updates. use when upgrading angularjs applications, planning framework migrations, or modernizing legacy angular code. angular-migration coding "},{"slug":"anti-reversing-techniques","kind":"skill","name":"Anti reversing techniques","tagline":"Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use this skill when analyzing malware evasion techniques, when implementing anti-debugging protections for CTF challenges, when reverse engineering packed binaries, or when building security research tools that need to detect virtualized environments.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"anti reversing techniques understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. use this skill when analyzing malware evasion techniques, when implementing anti-debugging protections for ctf challenges, when reverse engineering packed binaries, or when building security research tools that need to detect virtualized environments. anti-reversing-techniques security "},{"slug":"airflow-dag-patterns","kind":"skill","name":"Apache Airflow DAG Patterns","tagline":"Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/build-pipeline","taskName":"Data pipelines","hay":"apache airflow dag patterns build production apache airflow dags with best practices for operators, sensors, testing, and deployment. use when creating data pipelines, orchestrating workflows, or scheduling batch jobs. airflow-dag-patterns data & ai "},{"slug":"spark-optimization","kind":"skill","name":"Apache Spark Optimization","tagline":"Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/build-pipeline","taskName":"Data pipelines","hay":"apache spark optimization optimize apache spark jobs with partitioning, caching, shuffle optimization, and memory tuning. use when improving spark performance, debugging slow jobs, or scaling data processing pipelines. spark-optimization data & ai "},{"slug":"api-design-principles","kind":"skill","name":"API design principles","tagline":"Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"api design principles master rest and graphql api design principles to build intuitive, scalable, and maintainable apis that delight developers. use when designing new apis, reviewing api specifications, or establishing api design standards. api-design-principles coding "},{"slug":"architecture-decision-records","kind":"skill","name":"Architecture decision records","tagline":"Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architectural choices, or establishing decision processes.","author":"wshobson","license":"MIT","stars":39857,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"architecture decision records write and maintain architecture decision records (adrs) following best practices for technical decision documentation. use when documenting significant technical decisions, reviewing past architectural choices, or establishing decision processes. architecture-decision-records content & docs "},{"slug":"architecture-patterns","kind":"skill","name":"Architecture patterns","tagline":"Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use this skill when designing clean architecture for a new microservice, when refactoring a monolith to use bounded contexts, when implementing hexagonal or onion architecture patterns, or when debugging dependency cycles between application layers.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"architecture patterns implement proven backend architecture patterns including clean architecture, hexagonal architecture, and domain-driven design. use this skill when designing clean architecture for a new microservice, when refactoring a monolith to use bounded contexts, when implementing hexagonal or onion architecture patterns, or when debugging dependency cycles between application layers. architecture-patterns coding "},{"slug":"async-python-patterns","kind":"skill","name":"Async python patterns","tagline":"Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/jobs-queues","taskName":"Jobs & queues","hay":"async python patterns master python asyncio, concurrent programming, and async/await patterns for high-performance applications. use when building async apis, concurrent systems, or i/o-bound applications requiring non-blocking operations. async-python-patterns coding "},{"slug":"attack-tree-construction","kind":"skill","name":"Attack tree construction","tagline":"Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"attack tree construction build comprehensive attack trees to visualize threat paths. use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders. attack-tree-construction security "},{"slug":"auth-implementation-patterns","kind":"skill","name":"Authentication & Authorization Implementation Patterns","tagline":"Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing APIs, or debugging security issues.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"authentication & authorization implementation patterns master authentication and authorization patterns including jwt, oauth2, session management, and rbac to build secure, scalable access control systems. use when implementing auth systems, securing apis, or debugging security issues. auth-implementation-patterns coding "},{"slug":"backtesting-frameworks","kind":"skill","name":"Backtesting frameworks","tagline":"Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strategies, or building backtesting infrastructure.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"backtesting frameworks build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. use when developing trading algorithms, validating strategies, or building backtesting infrastructure. backtesting-frameworks data & ai "},{"slug":"bash-defensive-patterns","kind":"skill","name":"Bash defensive patterns","tagline":"Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"bash defensive patterns master defensive bash programming techniques for production-grade scripts. use when writing robust shell scripts, ci/cd pipelines, or system utilities requiring fault tolerance and safety. bash-defensive-patterns coding "},{"slug":"bats-testing-patterns","kind":"skill","name":"Bats testing patterns","tagline":"Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"bats testing patterns master bash automated testing system (bats) for comprehensive shell script testing. use when writing tests for shell scripts, ci/cd pipelines, or requiring test-driven development of shell utilities. bats-testing-patterns coding "},{"slug":"bazel-build-optimization","kind":"skill","name":"Bazel build optimization","tagline":"Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"bazel build optimization optimize bazel builds for large-scale monorepos. use when configuring bazel, implementing remote execution, or optimizing build performance for enterprise codebases. bazel-build-optimization coding "},{"slug":"billing-automation","kind":"skill","name":"Billing automation","tagline":"Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recurring payment systems.","author":"wshobson","license":"MIT","stars":39857,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"billing automation build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. use when implementing subscription billing, automating invoicing, or managing recurring payment systems. billing-automation business & ops "},{"slug":"binary-analysis-patterns","kind":"skill","name":"Binary analysis patterns","tagline":"Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing static analysis on binaries.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"binary analysis patterns master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. use when analyzing executables, understanding compiled code, or performing static analysis on binaries. binary-analysis-patterns security "},{"slug":"block-no-verify-hook","kind":"skill","name":"Block no verify hook","tagline":"Configure a PreToolUse hook to prevent AI agents from skipping git pre-commit hooks with --no-verify and other bypass flags. Use when setting up Claude Code projects that enforce commit quality gates.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"block no verify hook configure a pretooluse hook to prevent ai agents from skipping git pre-commit hooks with --no-verify and other bypass flags. use when setting up claude code projects that enforce commit quality gates. block-no-verify-hook security "},{"slug":"brand-landingpage","kind":"skill","name":"Brand Landing Page Designer","tagline":"Brand-first landing page designer — runs a brand-identity interview (colors, typography, shape language), then generates and iterates on a polished landing page via Stitch with deployment-ready HTML. Use when the user asks to create, design, or build a landing page, homepage, or marketing page and has no established visual direction. Skip when they have a design mockup, need a dashboard or app UI, are working at component level, building a multi-page app, or restyling with known design tokens — use frontend-design instead.","author":"wshobson","license":"MIT","stars":39857,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"brand landing page designer brand-first landing page designer — runs a brand-identity interview (colors, typography, shape language), then generates and iterates on a polished landing page via stitch with deployment-ready html. use when the user asks to create, design, or build a landing page, homepage, or marketing page and has no established visual direction. skip when they have a design mockup, need a dashboard or app ui, are working at component level, building a multi-page app, or restyling with known design tokens — use frontend-design instead. brand-landingpage design & ui "},{"slug":"business-analyst-wshobson","kind":"agent","name":"Business analyst","tagline":"Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for business intelligence or strategic analysis.","author":"wshobson","license":"MIT","stars":39857,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"business analyst master modern business analysis with ai-powered analytics, real-time dashboards, and data-driven insights. build comprehensive kpi frameworks, predictive models, and strategic recommendations. use proactively for business intelligence or strategic analysis. business-analyst-wshobson data & ai "},{"slug":"changelog-automation","kind":"skill","name":"Changelog automation","tagline":"Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"changelog automation automate changelog generation from commits, prs, and releases following keep a changelog format. use when setting up release workflows, generating release notes, or standardizing commit conventions. changelog-automation content & docs "},{"slug":"cost-optimization","kind":"skill","name":"Cloud Cost Optimization","tagline":"Optimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing cost governance policies.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"cloud cost optimization optimize cloud costs across aws, azure, gcp, and oci through resource rightsizing, tagging strategies, reserved instances, and spending analysis. use when reducing cloud expenses, analyzing infrastructure costs, or implementing cost governance policies. cost-optimization infrastructure & ops "},{"slug":"code-review-excellence","kind":"skill","name":"Code review excellence","tagline":"Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing review standards, or mentoring developers.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"code review excellence master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. use when reviewing pull requests, establishing review standards, or mentoring developers. code-review-excellence coding "},{"slug":"code-review-preshipment","kind":"agent","name":"Code review preshipment","tagline":"Comprehensive pre-ship review of all changes since the last deploy or a specified commit. Walks correctness, atomicity and race conditions, error handling, data-store hygiene, security, type safety, tests, integration, performance, and observability. Use after any sprint and always before deploying. Ends with a SHIP / SHIP WITH FIXES / DO NOT SHIP verdict.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"code review preshipment comprehensive pre-ship review of all changes since the last deploy or a specified commit. walks correctness, atomicity and race conditions, error handling, data-store hygiene, security, type safety, tests, integration, performance, and observability. use after any sprint and always before deploying. ends with a ship / ship with fixes / do not ship verdict. code-review-preshipment coding "},{"slug":"scan","kind":"skill","name":"Codebase Scanner","tagline":"Scans the codebase to generate project-doc.md and AGENTS.md. Use when bootstrapping a new agent-driven repo, refreshing project documentation after architectural changes, or running a delta scan to detect drift. Runs a full scan on first use and a smart delta scan on subsequent runs. Uses understand-anything + context-mode when available, falls back to native tools otherwise. Only updates AGENTS.md on detected architectural changes with human confirmation.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/write-dev-docs","taskName":"Developer docs","hay":"codebase scanner scans the codebase to generate project-doc.md and agents.md. use when bootstrapping a new agent-driven repo, refreshing project documentation after architectural changes, or running a delta scan to detect drift. runs a full scan on first use and a smart delta scan on subsequent runs. uses understand-anything + context-mode when available, falls back to native tools otherwise. only updates agents.md on detected architectural changes with human confirmation. scan business & ops "},{"slug":"competitive-landscape","kind":"skill","name":"Competitive Landscape Analysis","tagline":"Analyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, Blue Ocean Strategy, and positioning maps. Use this skill when evaluating competitors, assessing market positioning, identifying sustainable competitive advantages, or preparing competitive strategy analysis for a startup or investor pitch.","author":"wshobson","license":"MIT","stars":39857,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"competitive landscape analysis analyze competition, identify differentiation opportunities, and develop winning market positioning strategies using porter's five forces, blue ocean strategy, and positioning maps. use this skill when evaluating competitors, assessing market positioning, identifying sustainable competitive advantages, or preparing competitive strategy analysis for a startup or investor pitch. competitive-landscape business & ops "},{"slug":"content-marketer-wshobson","kind":"agent","name":"Content marketer","tagline":"Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marketing. Masters modern content tools, social media automation, and conversion optimization with 2024/2025 best practices. Use PROACTIVELY for comprehensive content marketing.","author":"wshobson","license":"MIT","stars":39857,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"content marketer elite content marketing strategist specializing in ai-powered content creation, omnichannel distribution, seo optimization, and data-driven performance marketing. masters modern content tools, social media automation, and conversion optimization with 2024/2025 best practices. use proactively for comprehensive content marketing. content-marketer-wshobson marketing "},{"slug":"context-driven-development","kind":"skill","name":"Context driven development","tagline":"Creates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a `conductor/` directory. Scaffolds new projects from scratch, extracts context from existing codebases, validates artifact consistency before implementation, and synchronizes documents as the project evolves. Use when setting up a project, creating or updating product docs, managing a tech stack file, defining development workflows, tracking work units, onboarding to an existing codebase, or running project scaffolding.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"context driven development creates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a `conductor/` directory. scaffolds new projects from scratch, extracts context from existing codebases, validates artifact consistency before implementation, and synchronizes documents as the project evolves. use when setting up a project, creating or updating product docs, managing a tech stack file, defining development workflows, tracking work units, onboarding to an existing codebase, or running project scaffolding. context-driven-development data & ai "},{"slug":"cqrs-implementation","kind":"skill","name":"Cqrs implementation","tagline":"Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"cqrs implementation implement command query responsibility segregation for scalable architectures. use when separating read and write models, optimizing query performance, or building event-sourced systems. cqrs-implementation coding "},{"slug":"customer-support","kind":"agent","name":"Customer support","tagline":"Elite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences. Integrates modern support tools, chatbot platforms, and CX optimization with 2024/2025 best practices. Use PROACTIVELY for comprehensive customer experience management.","author":"wshobson","license":"MIT","stars":39857,"dept":"support","deptName":"Customer support","task":"support/triage-tickets","taskName":"Ticket triage","hay":"customer support elite ai-powered customer support specialist mastering conversational ai, automated ticketing, sentiment analysis, and omnichannel support experiences. integrates modern support tools, chatbot platforms, and cx optimization with 2024/2025 best practices. use proactively for comprehensive customer experience management. customer-support business & ops "},{"slug":"data-quality-frameworks","kind":"skill","name":"Data quality frameworks","tagline":"Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/build-pipeline","taskName":"Data pipelines","hay":"data quality frameworks implement data quality validation with great expectations, dbt tests, and data contracts. use when building data quality pipelines, implementing validation rules, or establishing data contracts. data-quality-frameworks data & ai "},{"slug":"data-storytelling","kind":"skill","name":"Data storytelling","tagline":"Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.","author":"wshobson","license":"MIT","stars":39857,"dept":"data","deptName":"Data & analytics","task":"data/tell-data-story","taskName":"Data storytelling","hay":"data storytelling transform data into compelling narratives using visualization, context, and persuasive structure. use when presenting analytics to stakeholders, creating data reports, or building executive presentations. data-storytelling data & ai "},{"slug":"database-migration","kind":"skill","name":"Database migration","tagline":"Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data transformations, or implementing zero-downtime deployment strategies.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/work-database","taskName":"Databases","hay":"database migration execute database migrations across orms and platforms with zero-downtime strategies, data transformation, and rollback procedures. use when migrating databases, changing schemas, performing data transformations, or implementing zero-downtime deployment strategies. database-migration coding "},{"slug":"dbt-transformation-patterns","kind":"skill","name":"Dbt transformation patterns","tagline":"Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or implementing analytics engineering best practices.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/build-pipeline","taskName":"Data pipelines","hay":"dbt transformation patterns master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. use when building data transformations, creating data models, or implementing analytics engineering best practices. dbt-transformation-patterns data & ai "},{"slug":"debugging-strategies","kind":"skill","name":"Debugging strategies","tagline":"Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected behavior.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"debugging strategies master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. use when investigating bugs, performance issues, or unexpected behavior. debugging-strategies coding "},{"slug":"defi-protocol-templates","kind":"skill","name":"Defi protocol templates","tagline":"Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and flash loans. Use when building decentralized finance applications or smart contract protocols.","author":"wshobson","license":"MIT","stars":39857,"dept":"finance","deptName":"Finance","task":"finance/trade-model","taskName":"Trading models","hay":"defi protocol templates implement defi protocols with production-ready templates for staking, amms, governance, and flash loans. use when building decentralized finance applications or smart contract protocols. defi-protocol-templates coding "},{"slug":"dependency-upgrade","kind":"skill","name":"Dependency upgrade","tagline":"Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing breaking changes in libraries.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"dependency upgrade manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. use when upgrading framework versions, updating major dependencies, or managing breaking changes in libraries. dependency-upgrade coding "},{"slug":"deploy-with-verification","kind":"agent","name":"Deploy with verification","tagline":"Use when deploying to production. Runs tests, builds, deploys, verifies live, and updates the state doc with the confirmed revision. Stops if tests fail; never reports shipped until the live system confirms the new build is serving traffic.","author":"wshobson","license":"MIT","stars":39857,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"deploy with verification use when deploying to production. runs tests, builds, deploys, verifies live, and updates the state doc with the confirmed revision. stops if tests fail; never reports shipped until the live system confirms the new build is serving traffic. deploy-with-verification uncategorised "},{"slug":"deployment-pipeline-design","kind":"skill","name":"Deployment pipeline design","tagline":"Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use this skill when designing zero-downtime deployment pipelines, implementing canary rollout strategies, setting up multi-environment promotion workflows, or debugging failed deployment gates in CI/CD.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"deployment pipeline design design multi-stage ci/cd pipelines with approval gates, security checks, and deployment orchestration. use this skill when designing zero-downtime deployment pipelines, implementing canary rollout strategies, setting up multi-environment promotion workflows, or debugging failed deployment gates in ci/cd. deployment-pipeline-design infrastructure & ops "},{"slug":"design-system-patterns","kind":"skill","name":"Design system patterns","tagline":"Build scalable design systems with design tokens, theming infrastructure, and component architecture patterns. Use when creating design tokens, implementing theme switching, building component libraries, or establishing design system foundations.","author":"wshobson","license":"MIT","stars":39857,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"design system patterns build scalable design systems with design tokens, theming infrastructure, and component architecture patterns. use when creating design tokens, implementing theme switching, building component libraries, or establishing design system foundations. design-system-patterns design & ui "},{"slug":"distributed-tracing","kind":"skill","name":"Distributed tracing","tagline":"Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implementing observability for distributed systems.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"distributed tracing implement distributed tracing with jaeger and tempo to track requests across microservices and identify performance bottlenecks. use when debugging microservices, analyzing request flows, or implementing observability for distributed systems. distributed-tracing infrastructure & ops "},{"slug":"e2e-testing-patterns","kind":"skill","name":"E2e testing patterns","tagline":"Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky tests, or establishing testing standards.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"e2e testing patterns master end-to-end testing with playwright and cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. use when implementing e2e tests, debugging flaky tests, or establishing testing standards. e2e-testing-patterns coding "},{"slug":"embedding-strategies","kind":"skill","name":"Embedding strategies","tagline":"Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific domains.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"embedding strategies select and optimize embedding models for semantic search and rag applications. use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific domains. embedding-strategies data & ai "},{"slug":"employment-contract-templates","kind":"skill","name":"Employment contract templates","tagline":"Create employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating HR policies, or standardizing employment documentation.","author":"wshobson","license":"MIT","stars":39857,"dept":"legal","deptName":"Legal & compliance","task":"legal/draft-contract","taskName":"Contracts","hay":"employment contract templates create employment contracts, offer letters, and hr policy documents following legal best practices. use when drafting employment agreements, creating hr policies, or standardizing employment documentation. employment-contract-templates business & ops "},{"slug":"error-handling-patterns","kind":"skill","name":"Error handling patterns","tagline":"Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling, designing APIs, or improving application reliability.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"error handling patterns master error handling patterns across languages including exceptions, result types, error propagation, and graceful degradation to build resilient applications. use when implementing error handling, designing apis, or improving application reliability. error-handling-patterns coding "},{"slug":"event-store-design","kind":"skill","name":"Event store design","tagline":"Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"event store design design and implement event stores for event-sourced systems. use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns. event-store-design coding "},{"slug":"fastapi-templates","kind":"skill","name":"FastAPI Project Templates","tagline":"Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"fastapi project templates create production-ready fastapi projects with async patterns, dependency injection, and comprehensive error handling. use when building new fastapi applications or setting up backend api projects. fastapi-templates coding "},{"slug":"file-conversion","kind":"skill","name":"File Conversion (ChangeThisFile)","tagline":"Convert files between formats — PDF to Word, HEIC to JPG, MP4 to MP3, CSV to JSON, EPUB to MOBI, and 999 total routes across images, video, audio, documents, data, fonts, ebooks, and archives. Free via changethisfile.com, no API key or signup. Use when the user needs a file converted to a different format.","author":"wshobson","license":"MIT","stars":39857,"dept":"media","deptName":"Content creator","task":"media/edit-media","taskName":"Photo & audio","hay":"file conversion (changethisfile) convert files between formats — pdf to word, heic to jpg, mp4 to mp3, csv to json, epub to mobi, and 999 total routes across images, video, audio, documents, data, fonts, ebooks, and archives. free via changethisfile.com, no api key or signup. use when the user needs a file converted to a different format. file-conversion content & docs "},{"slug":"gallery-researcher","kind":"agent","name":"Gallery researcher","tagline":"Gallery search and inspiration agent. Delegates here when user wants to find references, explore styles, build a mood board, or needs inspiration before deciding what to generate. Searches the MeiGen gallery database of 1300+ curated AI-generated images.","author":"wshobson","license":"MIT","stars":39857,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"gallery researcher gallery search and inspiration agent. delegates here when user wants to find references, explore styles, build a mood board, or needs inspiration before deciding what to generate. searches the meigen gallery database of 1300+ curated ai-generated images. gallery-researcher uncategorised "},{"slug":"gdpr-data-handling","kind":"skill","name":"Gdpr data handling","tagline":"Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, or conducting GDPR compliance reviews.","author":"wshobson","license":"MIT","stars":39857,"dept":"legal","deptName":"Legal & compliance","task":"legal/meet-regulation","taskName":"Regulation & privacy","hay":"gdpr data handling implement gdpr-compliant data handling with consent management, data subject rights, and privacy by design. use when building systems that process eu personal data, implementing privacy controls, or conducting gdpr compliance reviews. gdpr-data-handling business & ops "},{"slug":"git-advanced-workflows","kind":"skill","name":"Git advanced workflows","tagline":"Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, collaborating on feature branches, or troubleshooting repository issues.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"git advanced workflows master advanced git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. use when managing complex git histories, collaborating on feature branches, or troubleshooting repository issues. git-advanced-workflows coding "},{"slug":"gitlab-ci-patterns","kind":"skill","name":"Gitlab ci patterns","tagline":"Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up automated testing and deployment.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"gitlab ci patterns build gitlab ci/cd pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. use when implementing gitlab ci/cd, optimizing pipeline performance, or setting up automated testing and deployment. gitlab-ci-patterns infrastructure & ops "},{"slug":"go-concurrency-patterns","kind":"skill","name":"Go concurrency patterns","tagline":"Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/jobs-queues","taskName":"Jobs & queues","hay":"go concurrency patterns master go concurrency with goroutines, channels, sync primitives, and context. use when building concurrent go applications, implementing worker pools, or debugging race conditions. go-concurrency-patterns coding "},{"slug":"godot-gdscript-patterns","kind":"skill","name":"Godot gdscript patterns","tagline":"Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"godot gdscript patterns master godot 4 gdscript patterns including signals, scenes, state machines, and optimization. use when building godot games, implementing game systems, or learning gdscript best practices. godot-gdscript-patterns coding "},{"slug":"hads","kind":"skill","name":"HADS Claude Skill","tagline":"Use when writing technical documentation that needs to be readable by both humans and AI models, converting existing docs to HADS format, validating a HADS document, or optimizing documentation for token-efficient AI consumption.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/write-dev-docs","taskName":"Developer docs","hay":"hads claude skill use when writing technical documentation that needs to be readable by both humans and ai models, converting existing docs to hads format, validating a hads document, or optimizing documentation for token-efficient ai consumption. hads content & docs "},{"slug":"helm-chart-scaffolding","kind":"skill","name":"Helm chart scaffolding","tagline":"Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or implementing templated deployments.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"helm chart scaffolding design, organize, and manage helm charts for templating and packaging kubernetes applications with reusable configurations. use when creating helm charts, packaging kubernetes applications, or implementing templated deployments. helm-chart-scaffolding infrastructure & ops "},{"slug":"hermes-tweet","kind":"skill","name":"Hermes tweet","tagline":"Install and operate Hermes Tweet, a Hermes Agent plugin for X/Twitter research, timeline reading, tweet analysis, and approval-gated private or state-changing operations. Use this skill when installing Hermes Tweet, researching X/Twitter accounts, monitoring launch signals, investigating mentions, auditing giveaways, or preparing gated X operations. Use proactively when a Hermes Agent workflow needs current X/Twitter context. Requires XQUIK_API_KEY for read and action tools.","author":"wshobson","license":"MIT","stars":39857,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"hermes tweet install and operate hermes tweet, a hermes agent plugin for x/twitter research, timeline reading, tweet analysis, and approval-gated private or state-changing operations. use this skill when installing hermes tweet, researching x/twitter accounts, monitoring launch signals, investigating mentions, auditing giveaways, or preparing gated x operations. use proactively when a hermes agent workflow needs current x/twitter context. requires xquik_api_key for read and action tools. hermes-tweet content & docs "},{"slug":"hr-pro","kind":"agent","name":"HR pro","tagline":"Professional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations. Ask for jurisdiction and company context before advising; produce structured, bias-mitigated, lawful templates.","author":"wshobson","license":"MIT","stars":39857,"dept":"people","deptName":"People & hiring","task":"people/hire","taskName":"Hiring","hay":"hr pro professional, ethical hr partner for hiring, onboarding/offboarding, pto and leave, performance, compliant policies, and employee relations. ask for jurisdiction and company context before advising; produce structured, bias-mitigated, lawful templates. hr-pro business & ops "},{"slug":"hybrid-cloud-networking","kind":"skill","name":"Hybrid cloud networking","tagline":"Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting data centers to cloud, or implementing secure cross-premises networking.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"hybrid cloud networking configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using vpn and dedicated connections. use when building hybrid cloud architectures, connecting data centers to cloud, or implementing secure cross-premises networking. hybrid-cloud-networking infrastructure & ops "},{"slug":"hybrid-search-implementation","kind":"skill","name":"Hybrid search implementation","tagline":"Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"hybrid search implementation combine vector and keyword search for improved retrieval. use when implementing rag systems, building search engines, or when neither approach alone provides sufficient recall. hybrid-search-implementation data & ai "},{"slug":"image-generator","kind":"agent","name":"Image generator","tagline":"Image generation executor agent. Delegates here for ALL generate_image calls to keep the main conversation context clean. Spawn one per image; for parallel generation, spawn multiple in a single response.","author":"wshobson","license":"MIT","stars":39857,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"image generator image generation executor agent. delegates here for all generate_image calls to keep the main conversation context clean. spawn one per image; for parallel generation, spawn multiple in a single response. image-generator uncategorised "},{"slug":"incident-runbook-templates","kind":"skill","name":"Incident runbook templates","tagline":"Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use this skill when building a service outage runbook for a payment processing system; creating database incident procedures covering connection pool exhaustion, replication lag, and disk space alerts; onboarding new on-call engineers who need step-by-step recovery guides written for a 3 AM brain; or standardizing escalation matrices across multiple engineering teams.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"incident runbook templates create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. use this skill when building a service outage runbook for a payment processing system; creating database incident procedures covering connection pool exhaustion, replication lag, and disk space alerts; onboarding new on-call engineers who need step-by-step recovery guides written for a 3 am brain; or standardizing escalation matrices across multiple engineering teams. incident-runbook-templates infrastructure & ops "},{"slug":"interaction-design","kind":"skill","name":"Interaction design","tagline":"Design and implement microinteractions, motion design, transitions, and user feedback patterns. Use when adding polish to UI interactions, implementing loading states, or creating delightful user experiences.","author":"wshobson","license":"MIT","stars":39857,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"interaction design design and implement microinteractions, motion design, transitions, and user feedback patterns. use when adding polish to ui interactions, implementing loading states, or creating delightful user experiences. interaction-design design & ui "},{"slug":"mobile-ios-design","kind":"skill","name":"iOS Mobile Design","tagline":"Master iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps. Use when designing iOS interfaces, implementing SwiftUI views, or ensuring apps follow Apple's design principles.","author":"wshobson","license":"MIT","stars":39857,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"ios mobile design master ios human interface guidelines and swiftui patterns for building native ios apps. use when designing ios interfaces, implementing swiftui views, or ensuring apps follow apple's design principles. mobile-ios-design design & ui "},{"slug":"istio-traffic-management","kind":"skill","name":"Istio traffic management","tagline":"Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilience patterns.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"istio traffic management configure istio traffic management including routing, load balancing, circuit breakers, and canary deployments. use when implementing service mesh traffic policies, progressive delivery, or resilience patterns. istio-traffic-management infrastructure & ops "},{"slug":"javascript-testing-patterns","kind":"skill","name":"Javascript testing patterns","tagline":"Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use when writing JavaScript/TypeScript tests, setting up test infrastructure, or implementing TDD/BDD workflows.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"javascript testing patterns implement comprehensive testing strategies using jest, vitest, and testing library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. use when writing javascript/typescript tests, setting up test infrastructure, or implementing tdd/bdd workflows. javascript-testing-patterns coding "},{"slug":"kpi-dashboard-design","kind":"skill","name":"KPI dashboard design","tagline":"Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC ratios; designing an operations center with live service health and request throughput; creating a cohort retention analysis view for a product team; or debugging a dashboard where metrics contradict each other due to inconsistent calculation methodology.","author":"wshobson","license":"MIT","stars":39857,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"kpi dashboard design design effective kpi dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. use this skill when building an executive saas metrics dashboard tracking mrr, churn, and ltv/cac ratios; designing an operations center with live service health and request throughput; creating a cohort retention analysis view for a product team; or debugging a dashboard where metrics contradict each other due to inconsistent calculation methodology. kpi-dashboard-design data & ai "},{"slug":"k8s-manifest-generator","kind":"skill","name":"Kubernetes Manifest Generator","tagline":"Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes configurations.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"kubernetes manifest generator create production-ready kubernetes manifests for deployments, services, configmaps, and secrets following best practices and security standards. use when generating kubernetes yaml manifests, creating k8s resources, or implementing production-grade kubernetes configurations. k8s-manifest-generator infrastructure & ops "},{"slug":"k8s-security-policies","kind":"skill","name":"Kubernetes Security Policies","tagline":"Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or enforcing pod security standards.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"kubernetes security policies implement kubernetes security policies including networkpolicy, podsecuritypolicy, and rbac for production-grade security. use when securing kubernetes clusters, implementing network isolation, or enforcing pod security standards. k8s-security-policies infrastructure & ops "},{"slug":"langchain-architecture","kind":"skill","name":"LangChain & LangGraph Architecture","tagline":"Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"langchain & langgraph architecture design llm applications using langchain 1.x and langgraph for agents, memory, and tool integration. use when building langchain applications, implementing ai agents, or creating complex llm workflows. langchain-architecture data & ai "},{"slug":"legal-advisor-wshobson","kind":"agent","name":"Legal advisor","tagline":"Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements. Use PROACTIVELY for legal documentation, compliance texts, or regulatory requirements.","author":"wshobson","license":"MIT","stars":39857,"dept":"legal","deptName":"Legal & compliance","task":"legal/meet-regulation","taskName":"Regulation & privacy","hay":"legal advisor draft privacy policies, terms of service, disclaimers, and legal notices. creates gdpr-compliant texts, cookie policies, and data processing agreements. use proactively for legal documentation, compliance texts, or regulatory requirements. legal-advisor-wshobson business & ops "},{"slug":"linkerd-patterns","kind":"skill","name":"Linkerd patterns","tagline":"Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking with minimal overhead.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"linkerd patterns implement linkerd service mesh patterns for lightweight, security-focused service mesh deployments. use when setting up linkerd, configuring traffic policies, or implementing zero-trust networking with minimal overhead. linkerd-patterns infrastructure & ops "},{"slug":"llm-evaluation","kind":"skill","name":"LLM evaluation","tagline":"Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"llm evaluation implement comprehensive evaluation strategies for llm applications using automated metrics, human feedback, and benchmarking. use when testing llm performance, measuring ai application quality, or establishing evaluation frameworks. llm-evaluation data & ai "},{"slug":"market-sizing-analysis","kind":"skill","name":"Market sizing analysis","tagline":"Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets, estimating addressable revenue, validating market opportunity for a new venture, or building investor-ready market analysis for a startup pitch or business plan.","author":"wshobson","license":"MIT","stars":39857,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"market sizing analysis calculate tam/sam/som for market opportunities using top-down, bottom-up, and value theory methodologies. use this skill when sizing markets, estimating addressable revenue, validating market opportunity for a new venture, or building investor-ready market analysis for a startup pitch or business plan. market-sizing-analysis business & ops "},{"slug":"memory-forensics","kind":"skill","name":"Memory forensics","tagline":"Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating incidents, or performing malware analysis from RAM captures.","author":"wshobson","license":"MIT","stars":39857,"dept":"operations","deptName":"Operations","task":"operations/keep-notes","taskName":"Notes & knowledge","hay":"memory forensics master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using volatility and related tools. use when analyzing memory dumps, investigating incidents, or performing malware analysis from ram captures. memory-forensics security "},{"slug":"memory-safety-patterns","kind":"skill","name":"Memory safety patterns","tagline":"Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory bugs.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"memory safety patterns implement memory-safe programming with raii, ownership, smart pointers, and resource management across rust, c++, and c. use when writing safe systems code, managing resources, or preventing memory bugs. memory-safety-patterns coding "},{"slug":"microservices-patterns","kind":"skill","name":"Microservices patterns","tagline":"Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/jobs-queues","taskName":"Jobs & queues","hay":"microservices patterns design microservices architectures with service boundaries, event-driven communication, and resilience patterns. use when building distributed systems, decomposing monoliths, or implementing microservices. microservices-patterns coding "},{"slug":"modern-javascript-patterns","kind":"skill","name":"Modern javascript patterns","tagline":"Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, efficient JavaScript code. Use when refactoring legacy code, implementing modern patterns, or optimizing JavaScript applications.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/jobs-queues","taskName":"Jobs & queues","hay":"modern javascript patterns master es6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, efficient javascript code. use when refactoring legacy code, implementing modern patterns, or optimizing javascript applications. modern-javascript-patterns coding "},{"slug":"monorepo-management","kind":"skill","name":"Monorepo management","tagline":"Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency management. Use when setting up monorepos, optimizing builds, or managing shared dependencies.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"monorepo management master monorepo management with turborepo, nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency management. use when setting up monorepos, optimizing builds, or managing shared dependencies. monorepo-management coding "},{"slug":"mtls-configuration","kind":"skill","name":"Mtls configuration","tagline":"Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"mtls configuration configure mutual tls (mtls) for zero-trust service-to-service communication. use when implementing zero-trust networking, certificate management, or securing internal service communication. mtls-configuration infrastructure & ops "},{"slug":"multi-cloud-architecture","kind":"skill","name":"Multi cloud architecture","tagline":"Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI. Use when building multi-cloud systems, avoiding vendor lock-in, or leveraging best-of-breed services from multiple providers.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"multi cloud architecture design multi-cloud architectures using a decision framework to select and integrate services across aws, azure, gcp, and oci. use when building multi-cloud systems, avoiding vendor lock-in, or leveraging best-of-breed services from multiple providers. multi-cloud-architecture infrastructure & ops "},{"slug":"multi-reviewer-patterns","kind":"skill","name":"Multi reviewer patterns","tagline":"Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use this skill when organizing multi-reviewer code reviews, calibrating finding severity, or consolidating review results.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"multi reviewer patterns coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. use this skill when organizing multi-reviewer code reviews, calibrating finding severity, or consolidating review results. multi-reviewer-patterns data & ai "},{"slug":"nextjs-app-router-patterns","kind":"skill","name":"Next.js App Router Patterns","tagline":"Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Server Components.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/web-framework","taskName":"Web frameworks","hay":"next.js app router patterns master next.js 14+ app router with server components, streaming, parallel routes, and advanced data fetching. use when building next.js applications, implementing ssr/ssg, or optimizing react server components. nextjs-app-router-patterns coding "},{"slug":"nft-standards","kind":"skill","name":"Nft standards","tagline":"Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementing digital asset systems.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"nft standards implement nft standards (erc-721, erc-1155) with proper metadata handling, minting strategies, and marketplace integration. use when creating nft contracts, building nft marketplaces, or implementing digital asset systems. nft-standards coding "},{"slug":"nodejs-backend-patterns","kind":"skill","name":"Node.js Backend Patterns","tagline":"Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when creating Node.js servers, REST APIs, GraphQL backends, or microservices architectures.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"node.js backend patterns build production-ready node.js backend services with express/fastify, implementing middleware patterns, error handling, authentication, database integration, and api design best practices. use when creating node.js servers, rest apis, graphql backends, or microservices architectures. nodejs-backend-patterns coding "},{"slug":"nx-workspace-patterns","kind":"skill","name":"Nx workspace patterns","tagline":"Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected commands.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"nx workspace patterns configure and optimize nx monorepo workspaces. use when setting up nx, configuring project boundaries, optimizing build caching, or implementing affected commands. nx-workspace-patterns coding "},{"slug":"openapi-spec-generation","kind":"skill","name":"Openapi spec generation","tagline":"Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.","author":"wshobson","license":"MIT","stars":39857,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"openapi spec generation generate and maintain openapi 3.1 specifications from code, design-first specs, and validation patterns. use when creating api documentation, generating sdks, or ensuring api contract compliance. openapi-spec-generation content & docs "},{"slug":"parallel-debugging","kind":"skill","name":"Parallel debugging","tagline":"Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debugging bugs with multiple potential causes, performing root cause analysis, or organizing parallel investigation workflows.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"parallel debugging debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. use this skill when debugging bugs with multiple potential causes, performing root cause analysis, or organizing parallel investigation workflows. parallel-debugging data & ai "},{"slug":"parallel-feature-development","kind":"skill","name":"Parallel feature development","tagline":"Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation. Use this skill when decomposing a large feature into independent work streams, when two or more agents need to implement different layers of the same system simultaneously, when establishing file ownership to prevent merge conflicts in a shared codebase, when designing interface contracts so parallel implementers can build against each other's APIs before they are ready, or when deciding whether to use vertical slices versus horizontal layers for a full-stack feature.","author":"wshobson","license":"MIT","stars":39857,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"parallel feature development coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation. use this skill when decomposing a large feature into independent work streams, when two or more agents need to implement different layers of the same system simultaneously, when establishing file ownership to prevent merge conflicts in a shared codebase, when designing interface contracts so parallel implementers can build against each other's apis before they are ready, or when deciding whether to use vertical slices versus horizontal layers for a full-stack feature. parallel-feature-development data & ai "},{"slug":"payment-integration-wshobson","kind":"agent","name":"Payment integration","tagline":"Integrate Stripe, PayPal, and payment processors. Handles checkout flows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when implementing payments, billing, or subscription features.","author":"wshobson","license":"MIT","stars":39857,"dept":"finance","deptName":"Finance","task":"finance/do-books","taskName":"Bookkeeping","hay":"payment integration integrate stripe, paypal, and payment processors. handles checkout flows, subscriptions, webhooks, and pci compliance. use proactively when implementing payments, billing, or subscription features. payment-integration-wshobson business & ops "},{"slug":"paypal-integration","kind":"skill","name":"Paypal integration","tagline":"Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-commerce checkout flows.","author":"wshobson","license":"MIT","stars":39857,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"paypal integration integrate paypal payment processing with support for express checkout, subscriptions, and refund management. use when implementing paypal payments, processing online transactions, or building e-commerce checkout flows. paypal-integration business & ops "},{"slug":"pci-compliance","kind":"skill","name":"Pci compliance","tagline":"Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card security measures.","author":"wshobson","license":"MIT","stars":39857,"dept":"legal","deptName":"Legal & compliance","task":"legal/meet-regulation","taskName":"Regulation & privacy","hay":"pci compliance implement pci dss compliance requirements for secure handling of payment card data and payment systems. use when securing payment processing, achieving pci compliance, or implementing payment card security measures. pci-compliance business & ops "},{"slug":"pptx-deck-context","kind":"skill","name":"Pptx deck context","tagline":"Use when preparing the narrative, sources, and design context for a new editable PPTX deck.","author":"wshobson","license":"MIT","stars":39857,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"pptx deck context use when preparing the narrative, sources, and design context for a new editable pptx deck. pptx-deck-context content & docs "},{"slug":"pptx-deck-creation-builder","kind":"agent","name":"Pptx deck creation builder","tagline":"Use when creating, repairing, or auditing a production-ready editable PowerPoint (PPTX) deck from a brief, source material, or reference deck.","author":"wshobson","license":"MIT","stars":39857,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"pptx deck creation builder use when creating, repairing, or auditing a production-ready editable powerpoint (pptx) deck from a brief, source material, or reference deck. pptx-deck-creation-builder design & ui "},{"slug":"pptx-quality-gates","kind":"skill","name":"Pptx quality gates","tagline":"Use when validating or repairing an editable PPTX deck for geometry, accessibility, native editability, source lineage, and OOXML package integrity.","author":"wshobson","license":"MIT","stars":39857,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"pptx quality gates use when validating or repairing an editable pptx deck for geometry, accessibility, native editability, source lineage, and ooxml package integrity. pptx-quality-gates content & docs "},{"slug":"pptx-reference-deck-analysis","kind":"skill","name":"Pptx reference deck analysis","tagline":"Use when analyzing a reference PPTX for read-only structure, theme, typography, layout rhythm, diagnostics, derived template catalogs, or safe OOXML package inspection.","author":"wshobson","license":"MIT","stars":39857,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"pptx reference deck analysis use when analyzing a reference pptx for read-only structure, theme, typography, layout rhythm, diagnostics, derived template catalogs, or safe ooxml package inspection. pptx-reference-deck-analysis content & docs "},{"slug":"pptx-slide-specification","kind":"skill","name":"Pptx slide specification","tagline":"Use when authoring or repairing a coordinate-explicit JSON specification for an editable PPTX deck.","author":"wshobson","license":"MIT","stars":39857,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"pptx slide specification use when authoring or repairing a coordinate-explicit json specification for an editable pptx deck. pptx-slide-specification content & docs "},{"slug":"pptx-visual-assets","kind":"skill","name":"Pptx visual assets","tagline":"Use when selecting and placing approved supporting icons, images, SVGs, diagrams, or infographics in an editable PPTX deck.","author":"wshobson","license":"MIT","stars":39857,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"pptx visual assets use when selecting and placing approved supporting icons, images, svgs, diagrams, or infographics in an editable pptx deck. pptx-visual-assets content & docs "},{"slug":"prod-logs-health-check","kind":"agent","name":"Prod logs health check","tagline":"Pulls recent production logs filtered for errors, warnings, and anomalies. Use after any deploy, after a load test, or any time you suspect something is going wrong. Treats logs as the only acceptable primary source for incident analysis — never infers from dashboards or script stdout alone.","author":"wshobson","license":"MIT","stars":39857,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"prod logs health check pulls recent production logs filtered for errors, warnings, and anomalies. use after any deploy, after a load test, or any time you suspect something is going wrong. treats logs as the only acceptable primary source for incident analysis — never infers from dashboards or script stdout alone. prod-logs-health-check uncategorised "},{"slug":"projection-patterns","kind":"skill","name":"Projection patterns","tagline":"Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"projection patterns build read models and projections from event streams. use when implementing cqrs read sides, building materialized views, or optimizing query performance in event-sourced systems. projection-patterns coding "},{"slug":"prometheus-configuration","kind":"skill","name":"Prometheus configuration","tagline":"Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or configuring alerting systems.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"prometheus configuration set up prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. use when implementing metrics collection, setting up monitoring infrastructure, or configuring alerting systems. prometheus-configuration infrastructure & ops "},{"slug":"prompt-crafter","kind":"agent","name":"Prompt crafter","tagline":"Batch prompt writing agent. Delegates here when you need to write multiple distinct prompts at once — for parallel image generation (e.g., \"5 logo concepts\"), serial-to-parallel workflows (e.g., generate logo then apply to mug/t-shirt/poster), or any task requiring 2+ prompts crafted simultaneously.","author":"wshobson","license":"MIT","stars":39857,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"prompt crafter batch prompt writing agent. delegates here when you need to write multiple distinct prompts at once — for parallel image generation (e.g., \"5 logo concepts\"), serial-to-parallel workflows (e.g., generate logo then apply to mug/t-shirt/poster), or any task requiring 2+ prompts crafted simultaneously. prompt-crafter creator "},{"slug":"prompt-engineering-patterns","kind":"skill","name":"Prompt engineering patterns","tagline":"This skill should be used when the user asks to \"optimize a prompt\", \"improve prompt performance\", \"design a prompt template\", \"write better prompts\", \"debug prompt issues\", \"use chain-of-thought\", \"structured prompting\", \"few-shot prompting\", or wants to apply advanced prompt engineering patterns for production LLM applications.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"prompt engineering patterns this skill should be used when the user asks to \"optimize a prompt\", \"improve prompt performance\", \"design a prompt template\", \"write better prompts\", \"debug prompt issues\", \"use chain-of-thought\", \"structured prompting\", \"few-shot prompting\", or wants to apply advanced prompt engineering patterns for production llm applications. prompt-engineering-patterns data & ai "},{"slug":"protect-mcp-setup","kind":"skill","name":"protect-mcp — Policy Enforcement + Signed Receipts","tagline":"Configure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls. Use when setting up projects that need cryptographic audit trails, policy-gated tool execution, or compliance-ready evidence of agent actions.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"protect-mcp — policy enforcement + signed receipts configure cedar policy enforcement and ed25519 signed receipts for claude code tool calls. use when setting up projects that need cryptographic audit trails, policy-gated tool execution, or compliance-ready evidence of agent actions. protect-mcp-setup security "},{"slug":"protocol-reverse-engineering","kind":"skill","name":"Protocol reverse engineering","tagline":"Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocols, or debugging network communication.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/write-dev-docs","taskName":"Developer docs","hay":"protocol reverse engineering master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. use when analyzing network traffic, understanding proprietary protocols, or debugging network communication. protocol-reverse-engineering security "},{"slug":"python-anti-patterns","kind":"skill","name":"Python Anti-Patterns Checklist","tagline":"Use this skill when reviewing Python code for common anti-patterns to avoid. Use as a checklist when reviewing code, before finalizing implementations, or when debugging issues that might stem from known bad practices.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"python anti-patterns checklist use this skill when reviewing python code for common anti-patterns to avoid. use as a checklist when reviewing code, before finalizing implementations, or when debugging issues that might stem from known bad practices. python-anti-patterns coding "},{"slug":"python-background-jobs","kind":"skill","name":"Python Background Jobs & Task Queues","tagline":"Python background job patterns including task queues, workers, and event-driven architecture. Use when implementing async task processing, job queues, long-running operations, or decoupling work from request/response cycles.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/jobs-queues","taskName":"Jobs & queues","hay":"python background jobs & task queues python background job patterns including task queues, workers, and event-driven architecture. use when implementing async task processing, job queues, long-running operations, or decoupling work from request/response cycles. python-background-jobs coding "},{"slug":"python-configuration","kind":"skill","name":"Python Configuration Management","tagline":"Python configuration management via environment variables and typed settings. Use when externalizing config, setting up pydantic-settings, managing secrets, or implementing environment-specific behavior.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"python configuration management python configuration management via environment variables and typed settings. use when externalizing config, setting up pydantic-settings, managing secrets, or implementing environment-specific behavior. python-configuration coding "},{"slug":"python-design-patterns","kind":"skill","name":"Python design patterns","tagline":"Python design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance. Use this skill when designing a new service or component from scratch and choosing how to layer responsibilities, when refactoring a God class or monolithic function that has grown too large, when deciding whether to add a new abstraction or live with duplication, when evaluating a pull request for structural issues like tight coupling or leaking internal types, when choosing between inheritance and composition for a new class hierarchy, or when a codebase is becoming hard to test because of entangled I/O and business logic.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"python design patterns python design patterns including kiss, separation of concerns, single responsibility, and composition over inheritance. use this skill when designing a new service or component from scratch and choosing how to layer responsibilities, when refactoring a god class or monolithic function that has grown too large, when deciding whether to add a new abstraction or live with duplication, when evaluating a pull request for structural issues like tight coupling or leaking internal types, when choosing between inheritance and composition for a new class hierarchy, or when a codebase is becoming hard to test because of entangled i/o and business logic. python-design-patterns coding "},{"slug":"python-error-handling","kind":"skill","name":"Python error handling","tagline":"Python error handling patterns including input validation, exception hierarchies, and partial failure handling. Use when implementing validation logic, designing exception strategies, handling batch processing failures, or building robust APIs.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"python error handling python error handling patterns including input validation, exception hierarchies, and partial failure handling. use when implementing validation logic, designing exception strategies, handling batch processing failures, or building robust apis. python-error-handling coding "},{"slug":"python-observability","kind":"skill","name":"Python observability","tagline":"Python observability patterns including structured logging, metrics, and distributed tracing. Use when adding logging, implementing metrics collection, setting up tracing, or debugging production systems.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"python observability python observability patterns including structured logging, metrics, and distributed tracing. use when adding logging, implementing metrics collection, setting up tracing, or debugging production systems. python-observability coding "},{"slug":"python-packaging","kind":"skill","name":"Python packaging","tagline":"Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python code.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"python packaging create distributable python packages with proper project structure, setup.py/pyproject.toml, and publishing to pypi. use when packaging python libraries, creating cli tools, or distributing python code. python-packaging coding "},{"slug":"python-performance-optimization","kind":"skill","name":"Python performance optimization","tagline":"Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"python performance optimization profile and optimize python code using cprofile, memory profilers, and performance best practices. use when debugging slow python code, optimizing bottlenecks, or improving application performance. python-performance-optimization coding "},{"slug":"python-resilience","kind":"skill","name":"Python Resilience Patterns","tagline":"Python resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators. Use when adding retry logic, implementing timeouts, building fault-tolerant services, or handling transient failures.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/jobs-queues","taskName":"Jobs & queues","hay":"python resilience patterns python resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators. use when adding retry logic, implementing timeouts, building fault-tolerant services, or handling transient failures. python-resilience coding "},{"slug":"python-resource-management","kind":"skill","name":"Python resource management","tagline":"Python resource management with context managers, cleanup patterns, and streaming. Use when managing connections, file handles, implementing cleanup logic, or building streaming responses with accumulated state.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"python resource management python resource management with context managers, cleanup patterns, and streaming. use when managing connections, file handles, implementing cleanup logic, or building streaming responses with accumulated state. python-resource-management coding "},{"slug":"python-testing-patterns","kind":"skill","name":"Python testing patterns","tagline":"Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"python testing patterns implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. use when writing python tests, setting up test suites, or implementing testing best practices. python-testing-patterns coding "},{"slug":"python-type-safety","kind":"skill","name":"Python type safety","tagline":"Python type safety with type hints, generics, protocols, and strict type checking. Use when adding type annotations, implementing generic classes, defining structural interfaces, or configuring mypy/pyright.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"python type safety python type safety with type hints, generics, protocols, and strict type checking. use when adding type annotations, implementing generic classes, defining structural interfaces, or configuring mypy/pyright. python-type-safety coding "},{"slug":"quant-analyst-wshobson","kind":"agent","name":"Quant analyst","tagline":"Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage. Use PROACTIVELY for quantitative finance, trading algorithms, or risk analysis.","author":"wshobson","license":"MIT","stars":39857,"dept":"finance","deptName":"Finance","task":"finance/trade-model","taskName":"Trading models","hay":"quant analyst build financial models, backtest trading strategies, and analyze market data. implements risk metrics, portfolio optimization, and statistical arbitrage. use proactively for quantitative finance, trading algorithms, or risk analysis. quant-analyst-wshobson business & ops "},{"slug":"rag-implementation","kind":"skill","name":"Rag implementation","tagline":"Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"rag implementation build retrieval-augmented generation (rag) systems for llm applications with vector databases and semantic search. use when implementing knowledge-grounded ai, building document q&a systems, or integrating llms with external knowledge bases. rag-implementation data & ai "},{"slug":"react-modernization","kind":"skill","name":"React modernization","tagline":"Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to latest React versions.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/ui-components","taskName":"UI components","hay":"react modernization upgrade react applications to latest versions, migrate from class components to hooks, and adopt concurrent features. use when modernizing react codebases, migrating to react hooks, or upgrading to latest react versions. react-modernization coding "},{"slug":"react-native-architecture","kind":"skill","name":"React native architecture","tagline":"Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecting React Native projects.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/mobile","taskName":"Mobile apps","hay":"react native architecture build production react native apps with expo, navigation, native modules, offline sync, and cross-platform patterns. use when developing mobile apps, implementing native integrations, or architecting react native projects. react-native-architecture coding "},{"slug":"react-native-design","kind":"skill","name":"React native design","tagline":"Master React Native styling, navigation, and Reanimated animations for cross-platform mobile development. Use when building React Native apps, implementing navigation patterns, or creating performant animations.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/mobile","taskName":"Mobile apps","hay":"react native design master react native styling, navigation, and reanimated animations for cross-platform mobile development. use when building react native apps, implementing navigation patterns, or creating performant animations. react-native-design design & ui "},{"slug":"react-state-management","kind":"skill","name":"React state management","tagline":"Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/ui-components","taskName":"UI components","hay":"react state management master modern react state management with redux toolkit, zustand, jotai, and react query. use when setting up global state, managing server state, or choosing between state management solutions. react-state-management coding "},{"slug":"responsive-design","kind":"skill","name":"Responsive design","tagline":"Implement modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first breakpoint strategies. Use when building adaptive interfaces, implementing fluid layouts, or creating component-level responsive behavior.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"responsive design implement modern responsive layouts using container queries, fluid typography, css grid, and mobile-first breakpoint strategies. use when building adaptive interfaces, implementing fluid layouts, or creating component-level responsive behavior. responsive-design design & ui "},{"slug":"review-agent-setup","kind":"skill","name":"review-agent-governance — Setup","tagline":"Configure human-in-the-loop gating for AI agent review actions in Claude Code. Use when setting up a project where an agent may post PR reviews, comments, merges, or edit CI configuration, and you want a cryptographically auditable approval trail with Cedar-enforced gates.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"review-agent-governance — setup configure human-in-the-loop gating for ai agent review actions in claude code. use when setting up a project where an agent may post pr reviews, comments, merges, or edit ci configuration, and you want a cryptographically auditable approval trail with cedar-enforced gates. review-agent-setup security "},{"slug":"risk-manager-wshobson","kind":"agent","name":"Risk manager","tagline":"Monitor portfolio risk, R-multiples, and position limits. Creates hedging strategies, calculates expectancy, and implements stop-losses. Use PROACTIVELY for risk assessment, trade tracking, or portfolio protection.","author":"wshobson","license":"MIT","stars":39857,"dept":"finance","deptName":"Finance","task":"finance/trade-model","taskName":"Trading models","hay":"risk manager monitor portfolio risk, r-multiples, and position limits. creates hedging strategies, calculates expectancy, and implements stop-losses. use proactively for risk assessment, trade tracking, or portfolio protection. risk-manager-wshobson business & ops "},{"slug":"risk-metrics-calculation","kind":"skill","name":"Risk metrics calculation","tagline":"Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"risk metrics calculation calculate portfolio risk metrics including var, cvar, sharpe, sortino, and drawdown analysis. use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems. risk-metrics-calculation data & ai "},{"slug":"rust-async-patterns","kind":"skill","name":"Rust async patterns","tagline":"Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/jobs-queues","taskName":"Jobs & queues","hay":"rust async patterns master rust async programming with tokio, async traits, error handling, and concurrent patterns. use when building async rust applications, implementing concurrent systems, or debugging async code. rust-async-patterns coding "},{"slug":"saga-orchestration","kind":"skill","name":"Saga orchestration","tagline":"Implement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when implementing distributed transactions across microservices where 2PC is unavailable, designing compensating actions for failed order workflows that span inventory, payment, and shipping services, building event-driven saga coordinators for travel booking systems that must roll back hotel, flight, and car rental reservations atomically, or debugging stuck saga states in production where compensation steps never complete.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"saga orchestration implement saga patterns for distributed transactions and cross-aggregate workflows. use this skill when implementing distributed transactions across microservices where 2pc is unavailable, designing compensating actions for failed order workflows that span inventory, payment, and shipping services, building event-driven saga coordinators for travel booking systems that must roll back hotel, flight, and car rental reservations atomically, or debugging stuck saga states in production where compensation steps never complete. saga-orchestration coding "},{"slug":"sales-automator-wshobson","kind":"agent","name":"Sales automator","tagline":"Draft cold emails, follow-ups, and proposal templates. Creates pricing pages, case studies, and sales scripts. Use PROACTIVELY for sales outreach or lead nurturing.","author":"wshobson","license":"MIT","stars":39857,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"sales automator draft cold emails, follow-ups, and proposal templates. creates pricing pages, case studies, and sales scripts. use proactively for sales outreach or lead nurturing. sales-automator-wshobson uncategorised "},{"slug":"screen-reader-testing","kind":"skill","name":"Screen reader testing","tagline":"Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology support.","author":"wshobson","license":"MIT","stars":39857,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"screen reader testing test web applications with screen readers including voiceover, nvda, and jaws. use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology support. screen-reader-testing design & ui "},{"slug":"search-specialist-wshobson","kind":"agent","name":"Search specialist","tagline":"Expert web researcher using advanced search techniques and synthesis. Masters search operators, result filtering, and multi-source verification. Handles competitive analysis and fact-checking. Use PROACTIVELY for deep research, information gathering, or trend analysis.","author":"wshobson","license":"MIT","stars":39857,"dept":"data","deptName":"Data & analytics","task":"data/analyse-data","taskName":"Data analysis","hay":"search specialist expert web researcher using advanced search techniques and synthesis. masters search operators, result filtering, and multi-source verification. handles competitive analysis and fact-checking. use proactively for deep research, information gathering, or trend analysis. search-specialist-wshobson data & ai "},{"slug":"security-requirement-extraction","kind":"skill","name":"Security requirement extraction","tagline":"Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"security requirement extraction derive security requirements from threat models and business context. use when translating threats into actionable requirements, creating security user stories, or building security test cases. security-requirement-extraction security "},{"slug":"seo-authority-builder","kind":"agent","name":"SEO authority builder","tagline":"Analyzes content for E-E-A-T signals and suggests improvements to build authority and trust. Identifies missing credibility elements. Use PROACTIVELY for YMYL topics.","author":"wshobson","license":"MIT","stars":39857,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo authority builder analyzes content for e-e-a-t signals and suggests improvements to build authority and trust. identifies missing credibility elements. use proactively for ymyl topics. seo-authority-builder marketing "},{"slug":"seo-cannibalization-detector","kind":"agent","name":"SEO cannibalization detector","tagline":"Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when reviewing similar content.","author":"wshobson","license":"MIT","stars":39857,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo cannibalization detector analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. suggests differentiation strategies. use proactively when reviewing similar content. seo-cannibalization-detector marketing "},{"slug":"seo-content-auditor","kind":"agent","name":"SEO content auditor","tagline":"Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines. Use PROACTIVELY for content review.","author":"wshobson","license":"MIT","stars":39857,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo content auditor analyzes provided content for quality, e-e-a-t signals, and seo best practices. scores content and provides improvement recommendations based on established guidelines. use proactively for content review. seo-content-auditor marketing "},{"slug":"seo-content-planner","kind":"agent","name":"SEO content planner","tagline":"Creates comprehensive content outlines and topic clusters for SEO. Plans content calendars and identifies topic gaps. Use PROACTIVELY for content strategy and planning.","author":"wshobson","license":"MIT","stars":39857,"dept":"media","deptName":"Content creator","task":"media/plan-content","taskName":"Content planning","hay":"seo content planner creates comprehensive content outlines and topic clusters for seo. plans content calendars and identifies topic gaps. use proactively for content strategy and planning. seo-content-planner creator "},{"slug":"seo-content-refresher","kind":"agent","name":"SEO content refresher","tagline":"Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PROACTIVELY for older content.","author":"wshobson","license":"MIT","stars":39857,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo content refresher identifies outdated elements in provided content and suggests updates to maintain freshness. finds statistics, dates, and examples that need updating. use proactively for older content. seo-content-refresher marketing "},{"slug":"seo-content-writer-wshobson","kind":"agent","name":"SEO content writer","tagline":"Writes SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY for content creation tasks.","author":"wshobson","license":"MIT","stars":39857,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo content writer writes seo-optimized content based on provided keywords and topic briefs. creates engaging, comprehensive content following best practices. use proactively for content creation tasks. seo-content-writer-wshobson marketing "},{"slug":"seo-keyword-strategist","kind":"agent","name":"SEO keyword strategist","tagline":"Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization. Use PROACTIVELY for content optimization.","author":"wshobson","license":"MIT","stars":39857,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo keyword strategist analyzes keyword usage in provided content, calculates density, suggests semantic variations and lsi keywords based on the topic. prevents over-optimization. use proactively for content optimization. seo-keyword-strategist marketing "},{"slug":"seo-meta-optimizer","kind":"agent","name":"SEO meta optimizer","tagline":"Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use PROACTIVELY for new content.","author":"wshobson","license":"MIT","stars":39857,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo meta optimizer creates optimized meta titles, descriptions, and url suggestions based on character limits and best practices. generates compelling, keyword-rich metadata. use proactively for new content. seo-meta-optimizer marketing "},{"slug":"seo-snippet-hunter","kind":"agent","name":"SEO snippet hunter","tagline":"Formats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use PROACTIVELY for question-based content.","author":"wshobson","license":"MIT","stars":39857,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo snippet hunter formats content to be eligible for featured snippets and serp features. creates snippet-optimized content blocks based on best practices. use proactively for question-based content. seo-snippet-hunter marketing "},{"slug":"seo-structure-architect","kind":"agent","name":"SEO structure architect","tagline":"Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly content organization. Use PROACTIVELY for content structuring.","author":"wshobson","license":"MIT","stars":39857,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo structure architect analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. creates search-friendly content organization. use proactively for content structuring. seo-structure-architect marketing "},{"slug":"service-mesh-observability","kind":"skill","name":"Service mesh observability","tagline":"Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SLOs for service communication.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"service mesh observability implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. use when setting up mesh monitoring, debugging latency issues, or implementing slos for service communication. service-mesh-observability infrastructure & ops "},{"slug":"session-start","kind":"agent","name":"Session start","tagline":"Use at the start of every work session. Reads the canonical state doc, verifies live state, reconciles drift from external deploys or dirty shutdowns, and prints a concise briefing. Pairs with session-end.","author":"wshobson","license":"MIT","stars":39857,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"session start use at the start of every work session. reads the canonical state doc, verifies live state, reconciles drift from external deploys or dirty shutdowns, and prints a concise briefing. pairs with session-end. session-start uncategorised "},{"slug":"shellcheck-configuration","kind":"skill","name":"ShellCheck Configuration and Static Analysis","tagline":"Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring script portability.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"shellcheck configuration and static analysis master shellcheck static analysis configuration and usage for shell script quality. use when setting up linting infrastructure, fixing code issues, or ensuring script portability. shellcheck-configuration coding "},{"slug":"similarity-search-patterns","kind":"skill","name":"Similarity search patterns","tagline":"Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"similarity search patterns implement efficient similarity search with vector databases. use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance. similarity-search-patterns data & ai "},{"slug":"social-publishing","kind":"skill","name":"Social publishing","tagline":"Schedule and publish social media posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, Pinterest) via the SocialClaw API. Use when the user wants to publish, schedule, or manage social media content programmatically. Requires SOCIALCLAW_API_KEY.","author":"wshobson","license":"MIT","stars":39857,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"social publishing schedule and publish social media posts across 13 platforms (x, linkedin, instagram, facebook pages, tiktok, discord, telegram, youtube, reddit, wordpress, pinterest) via the socialclaw api. use when the user wants to publish, schedule, or manage social media content programmatically. requires socialclaw_api_key. social-publishing content & docs "},{"slug":"social-publishing-publisher","kind":"agent","name":"Social publishing publisher","tagline":"Agent-first social media publishing specialist. Use this agent to schedule and publish posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, Pinterest) via the SocialClaw API. Invoke for multi-platform campaigns, content scheduling, media upload, and post analytics. Requires a SocialClaw workspace API key (SOCIALCLAW_API_KEY).","author":"wshobson","license":"MIT","stars":39857,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"social publishing publisher agent-first social media publishing specialist. use this agent to schedule and publish posts across 13 platforms (x, linkedin, instagram, facebook pages, tiktok, discord, telegram, youtube, reddit, wordpress, pinterest) via the socialclaw api. invoke for multi-platform campaigns, content scheduling, media upload, and post analytics. requires a socialclaw workspace api key (socialclaw_api_key). social-publishing-publisher marketing "},{"slug":"solidity-security","kind":"skill","name":"Solidity security","tagline":"Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementing security measures for blockchain applications.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"solidity security master smart contract security best practices to prevent common vulnerabilities and implement secure solidity patterns. use when writing smart contracts, auditing existing contracts, or implementing security measures for blockchain applications. solidity-security coding "},{"slug":"sql-optimization-patterns","kind":"skill","name":"SQL optimization patterns","tagline":"Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"sql optimization patterns master sql query optimization, indexing strategies, and explain analysis to dramatically improve database performance and eliminate slow queries. use when debugging slow queries, designing database schemas, or optimizing application performance. sql-optimization-patterns coding "},{"slug":"startup-analyst","kind":"agent","name":"Startup analyst","tagline":"Expert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage companies. Use PROACTIVELY when the user asks about market opportunity, TAM/SAM/SOM, financial projections, unit economics, competitive landscape, team planning, startup metrics, or business strategy for pre-seed through Series A startups.","author":"wshobson","license":"MIT","stars":39857,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"startup analyst expert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage companies. use proactively when the user asks about market opportunity, tam/sam/som, financial projections, unit economics, competitive landscape, team planning, startup metrics, or business strategy for pre-seed through series a startups. startup-analyst business & ops "},{"slug":"startup-financial-modeling","kind":"skill","name":"Startup financial modeling","tagline":"Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups. Use this skill when creating financial projections, calculating burn rate or runway, modeling fundraising scenarios, or preparing investor-ready financials for a seed or Series A raise.","author":"wshobson","license":"MIT","stars":39857,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"startup financial modeling build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups. use this skill when creating financial projections, calculating burn rate or runway, modeling fundraising scenarios, or preparing investor-ready financials for a seed or series a raise. startup-financial-modeling business & ops "},{"slug":"startup-metrics-framework","kind":"skill","name":"Startup metrics framework","tagline":"Track, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B startups from seed through Series A, including unit economics, growth efficiency, and cash management. Use this skill when defining a metrics framework, calculating CAC/LTV/burn multiple, benchmarking business health, or preparing metrics dashboards for investors or board reporting.","author":"wshobson","license":"MIT","stars":39857,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"startup metrics framework track, calculate, and optimize key performance metrics for saas, marketplace, consumer, and b2b startups from seed through series a, including unit economics, growth efficiency, and cash management. use this skill when defining a metrics framework, calculating cac/ltv/burn multiple, benchmarking business health, or preparing metrics dashboards for investors or board reporting. startup-metrics-framework business & ops "},{"slug":"stride-analysis-patterns","kind":"skill","name":"Stride analysis patterns","tagline":"Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"stride analysis patterns apply stride methodology to systematically identify threats. use when analyzing system security, conducting threat modeling sessions, or creating security documentation. stride-analysis-patterns security "},{"slug":"stripe-integration","kind":"skill","name":"Stripe integration","tagline":"Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or implementing secure checkout flows.","author":"wshobson","license":"MIT","stars":39857,"dept":"finance","deptName":"Finance","task":"finance/do-books","taskName":"Bookkeeping","hay":"stripe integration implement stripe payment processing for robust, pci-compliant payment flows including checkout, subscriptions, and webhooks. use when integrating stripe payments, building subscription systems, or implementing secure checkout flows. stripe-integration business & ops "},{"slug":"tailwind-design-system","kind":"skill","name":"Tailwind Design System (v4)","tagline":"Build scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI patterns.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"tailwind design system (v4) build scalable design systems with tailwind css v4, design tokens, component libraries, and responsive patterns. use when creating component libraries, implementing design systems, or standardizing ui patterns. tailwind-design-system coding "},{"slug":"task-coordination-strategies","kind":"skill","name":"Task coordination strategies","tagline":"Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when breaking down work for agent teams, managing task dependencies, or monitoring team progress.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"task coordination strategies decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. use this skill when breaking down work for agent teams, managing task dependencies, or monitoring team progress. task-coordination-strategies data & ai "},{"slug":"team-collaboration-dx-optimizer","kind":"agent","name":"Team collaboration dx optimizer","tagline":"Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed.","author":"wshobson","license":"MIT","stars":39857,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"team collaboration dx optimizer developer experience specialist. improves tooling, setup, and workflows. use proactively when setting up new projects, after team feedback, or when development friction is noticed. team-collaboration-dx-optimizer uncategorised "},{"slug":"team-communication-protocols","kind":"skill","name":"Team communication protocols","tagline":"Structured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoid. Use this skill when establishing communication norms for a newly spawned team, when deciding whether to send a direct message or a broadcast, when a team-lead needs to review and approve an implementer's plan before work begins, when orchestrating a graceful team shutdown after all tasks are complete, or when debugging why teammates are not coordinating correctly at integration points.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"team communication protocols structured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoid. use this skill when establishing communication norms for a newly spawned team, when deciding whether to send a direct message or a broadcast, when a team-lead needs to review and approve an implementer's plan before work begins, when orchestrating a graceful team shutdown after all tasks are complete, or when debugging why teammates are not coordinating correctly at integration points. team-communication-protocols data & ai "},{"slug":"team-composition-analysis","kind":"skill","name":"Team composition analysis","tagline":"Design optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A. Use this skill when planning headcount, determining which roles to hire next, setting compensation or equity ranges, designing org structure, or building a hiring budget aligned to funding milestones.","author":"wshobson","license":"MIT","stars":39857,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"team composition analysis design optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through series a. use this skill when planning headcount, determining which roles to hire next, setting compensation or equity ranges, designing org structure, or building a hiring budget aligned to funding milestones. team-composition-analysis business & ops "},{"slug":"team-composition-patterns","kind":"skill","name":"Team composition patterns","tagline":"Design optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection. Use this skill when deciding how many agents to spawn for a task, when choosing between a review team versus a feature team versus a debug team, when selecting the correct subagent_type for each role to ensure agents have the tools they need, when configuring display modes (tmux, iTerm2, in-process) for a CI or local environment, or when building a custom team composition for a non-standard workflow such as a migration or security audit.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"team composition patterns design optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection. use this skill when deciding how many agents to spawn for a task, when choosing between a review team versus a feature team versus a debug team, when selecting the correct subagent_type for each role to ensure agents have the tools they need, when configuring display modes (tmux, iterm2, in-process) for a ci or local environment, or when building a custom team composition for a non-standard workflow such as a migration or security audit. team-composition-patterns data & ai "},{"slug":"temporal-python-testing","kind":"skill","name":"Temporal Python Testing Strategies","tagline":"Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal workflow tests or debugging test failures.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"temporal python testing strategies test temporal workflows with pytest, time-skipping, and mocking strategies. covers unit testing, integration testing, replay testing, and local development setup. use when implementing temporal workflow tests or debugging test failures. temporal-python-testing coding "},{"slug":"terraform-module-library","kind":"skill","name":"Terraform module library","tagline":"Build reusable Terraform modules for AWS, Azure, GCP, and OCI infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, or implementing reusable IaC components.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"terraform module library build reusable terraform modules for aws, azure, gcp, and oci infrastructure following infrastructure-as-code best practices. use when creating infrastructure modules, standardizing cloud provisioning, or implementing reusable iac components. terraform-module-library infrastructure & ops "},{"slug":"threat-mitigation-mapping","kind":"skill","name":"Threat mitigation mapping","tagline":"Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"threat mitigation mapping map identified threats to appropriate security controls and mitigations. use when prioritizing security investments, creating remediation plans, or validating control effectiveness. threat-mitigation-mapping security "},{"slug":"track-management","kind":"skill","name":"Track management","tagline":"Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md, and track lifecycle operations.","author":"wshobson","license":"MIT","stars":39857,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"track management use this skill when creating, managing, or working with conductor tracks - the logical work units for features, bugs, and refactors. applies to spec.md, plan.md, and track lifecycle operations. track-management data & ai "},{"slug":"turborepo-caching","kind":"skill","name":"Turborepo caching","tagline":"Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"turborepo caching configure turborepo for efficient monorepo builds with local and remote caching. use when setting up turborepo, optimizing build pipelines, or implementing distributed caching. turborepo-caching coding "},{"slug":"typescript-advanced-types","kind":"skill","name":"Typescript advanced types","tagline":"Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex type logic, creating reusable type utilities, or ensuring compile-time type safety in TypeScript projects.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"typescript advanced types master typescript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. use when implementing complex type logic, creating reusable type utilities, or ensuring compile-time type safety in typescript projects. typescript-advanced-types coding "},{"slug":"unity-ecs-patterns","kind":"skill","name":"Unity ecs patterns","tagline":"Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large entity counts.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"unity ecs patterns master unity ecs (entity component system) with dots, jobs, and burst for high-performance game development. use when building data-oriented games, optimizing performance, or working with large entity counts. unity-ecs-patterns coding "},{"slug":"uv-package-manager","kind":"skill","name":"Uv package manager","tagline":"Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"uv package manager master the uv package manager for fast python dependency management, virtual environments, and modern python project workflows. use when setting up python projects, managing dependencies, or optimizing python development workflows with uv. uv-package-manager coding "},{"slug":"vector-index-tuning","kind":"skill","name":"Vector index tuning","tagline":"Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/work-database","taskName":"Databases","hay":"vector index tuning optimize vector index performance for latency, recall, and memory. use when tuning hnsw parameters, selecting quantization strategies, or scaling vector search infrastructure. vector-index-tuning data & ai "},{"slug":"visual-design-foundations","kind":"skill","name":"Visual design foundations","tagline":"Apply typography, color theory, spacing systems, and iconography principles to create cohesive visual designs. Use when establishing design tokens, building style guides, or improving visual hierarchy and consistency.","author":"wshobson","license":"MIT","stars":39857,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"visual design foundations apply typography, color theory, spacing systems, and iconography principles to create cohesive visual designs. use when establishing design tokens, building style guides, or improving visual hierarchy and consistency. visual-design-foundations design & ui "},{"slug":"wcag-audit-patterns","kind":"skill","name":"Wcag audit patterns","tagline":"Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing accessible design patterns.","author":"wshobson","license":"MIT","stars":39857,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"wcag audit patterns conduct wcag 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. use when auditing websites for accessibility, fixing wcag violations, or implementing accessible design patterns. wcag-audit-patterns design & ui "},{"slug":"web-component-design","kind":"skill","name":"Web component design","tagline":"Master React, Vue, and Svelte component patterns including CSS-in-JS, composition strategies, and reusable component architecture. Use when building UI component libraries, designing component APIs, or implementing frontend design systems.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/ui-components","taskName":"UI components","hay":"web component design master react, vue, and svelte component patterns including css-in-js, composition strategies, and reusable component architecture. use when building ui component libraries, designing component apis, or implementing frontend design systems. web-component-design design & ui "},{"slug":"web3-testing","kind":"skill","name":"Web3 Smart Contract Testing","tagline":"Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or validating DeFi protocols.","author":"wshobson","license":"MIT","stars":39857,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"web3 smart contract testing test smart contracts comprehensively using hardhat and foundry with unit tests, integration tests, and mainnet forking. use when testing solidity contracts, setting up blockchain test suites, or validating defi protocols. web3-testing coding "},{"slug":"workflow-orchestration-patterns","kind":"skill","name":"Workflow orchestration patterns","tagline":"Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running processes, distributed transactions, or microservice orchestration.","author":"wshobson","license":"MIT","stars":39857,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"workflow orchestration patterns design durable workflows with temporal for distributed systems. covers workflow vs activity separation, saga patterns, state management, and determinism constraints. use when building long-running processes, distributed transactions, or microservice orchestration. workflow-orchestration-patterns coding "},{"slug":"workflow-patterns","kind":"skill","name":"Workflow patterns","tagline":"Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the verification protocol.","author":"wshobson","license":"MIT","stars":39857,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"workflow patterns use this skill when implementing tasks according to conductor's tdd workflow, handling phase checkpoints, managing git commits for tasks, or understanding the verification protocol. workflow-patterns data & ai "},{"slug":"ab-test-setup-davila7","kind":"skill","name":"Ab test setup","tagline":"When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions \"A/B test,\" \"split test,\" \"experiment,\" \"test this change,\" \"variant copy,\" \"multivariate test,\" or \"hypothesis.\" For tracking implementation, see analytics-tracking.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"ab test setup when the user wants to plan, design, or implement an a/b test or experiment. also use when the user mentions \"a/b test,\" \"split test,\" \"experiment,\" \"test this change,\" \"variant copy,\" \"multivariate test,\" or \"hypothesis.\" for tracking implementation, see analytics-tracking. ab-test-setup-davila7 marketing "},{"slug":"academic-research-synthesizer","kind":"agent","name":"Academic research synthesizer","tagline":"Academic research synthesis specialist. Use PROACTIVELY for comprehensive research on academic topics, literature reviews, technical investigations, and well-cited analysis combining multiple sources. <example>Context: A podcast episode needs a segment grounded in peer-reviewed evidence with formal citations. user: \"Research the current state of transformer efficiency techniques for the episode, with proper academic citations.\" assistant: \"I'll use the academic-research-synthesizer agent to search arXiv and Semantic Scholar, extract full-text findings via WebFetch, and produce a cited literature synthesis with confidence levels.\" <commentary>Use academic-research-synthesizer (not comprehensive-researcher) when the episode segment needs peer-reviewed sourcing, formal citation format, and explicit confidence tagging rather than general-purpose multi-source coverage.</commentary></example> <example>Context: The episode-orchestrator has routed a \"literature review\" request for a technical deep-dive segment. user: \"Summarize the research landscape on federated learning privacy guarantees.\" assistant: \"I'll invoke academic-research-synthesizer to systematically search academic sources, note peer-review status per source, and synthesize consensus vs. open debates.\"</example>","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/deep-research","taskName":"Deep research","hay":"academic research synthesizer academic research synthesis specialist. use proactively for comprehensive research on academic topics, literature reviews, technical investigations, and well-cited analysis combining multiple sources. <example>context: a podcast episode needs a segment grounded in peer-reviewed evidence with formal citations. user: \"research the current state of transformer efficiency techniques for the episode, with proper academic citations.\" assistant: \"i'll use the academic-research-synthesizer agent to search arxiv and semantic scholar, extract full-text findings via webfetch, and produce a cited literature synthesis with confidence levels.\" <commentary>use academic-research-synthesizer (not comprehensive-researcher) when the episode segment needs peer-reviewed sourcing, formal citation format, and explicit confidence tagging rather than general-purpose multi-source coverage.</commentary></example> <example>context: the episode-orchestrator has routed a \"literature review\" request for a technical deep-dive segment. user: \"summarize the research landscape on federated learning privacy guarantees.\" assistant: \"i'll invoke academic-research-synthesizer to systematically search academic sources, note peer-review status per source, and synthesize consensus vs. open debates.\"</example> academic-research-synthesizer business & ops "},{"slug":"academic-researcher","kind":"agent","name":"Academic researcher","tagline":"Academic research specialist for scholarly sources, peer-reviewed papers, and academic literature. Use PROACTIVELY for research paper analysis, literature reviews, citation tracking, and academic methodology evaluation. <example>Context: The research-orchestrator has kicked off Phase 4 parallel research on 'efficacy of intermittent fasting' and needs peer-reviewed evidence. user: \"Find the academic evidence on intermittent fasting outcomes.\" assistant: \"I'll use the academic-researcher agent to search Semantic Scholar, PubMed, and OpenAlex for peer-reviewed studies and write structured findings to academic-research.md.\" <commentary>The request is specifically for scholarly/peer-reviewed evidence rather than general web coverage or code, so academic-researcher (not web-researcher or technical-researcher) is the right specialist.</commentary></example> <example>Context: The user wants a literature review comparing methodologies across studies on a topic. user: \"Can you review the literature on transformer model interpretability and identify research gaps?\" assistant: \"Let me invoke the academic-researcher agent to pull foundational and recent papers, extract methodologies, and surface open research gaps.\" <commentary>Literature review, methodology extraction, and research-gap identification are core academic-researcher capabilities, distinct from technical-researcher's focus on code repositories and implementations.</commentary></example>","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/deep-research","taskName":"Deep research","hay":"academic researcher academic research specialist for scholarly sources, peer-reviewed papers, and academic literature. use proactively for research paper analysis, literature reviews, citation tracking, and academic methodology evaluation. <example>context: the research-orchestrator has kicked off phase 4 parallel research on 'efficacy of intermittent fasting' and needs peer-reviewed evidence. user: \"find the academic evidence on intermittent fasting outcomes.\" assistant: \"i'll use the academic-researcher agent to search semantic scholar, pubmed, and openalex for peer-reviewed studies and write structured findings to academic-research.md.\" <commentary>the request is specifically for scholarly/peer-reviewed evidence rather than general web coverage or code, so academic-researcher (not web-researcher or technical-researcher) is the right specialist.</commentary></example> <example>context: the user wants a literature review comparing methodologies across studies on a topic. user: \"can you review the literature on transformer model interpretability and identify research gaps?\" assistant: \"let me invoke the academic-researcher agent to pull foundational and recent papers, extract methodologies, and surface open research gaps.\" <commentary>literature review, methodology extraction, and research-gap identification are core academic-researcher capabilities, distinct from technical-researcher's focus on code repositories and implementations.</commentary></example> academic-researcher business & ops "},{"slug":"accessibility-auditor-davila7","kind":"skill","name":"Accessibility Auditor","tagline":"Web accessibility specialist for WCAG compliance, ARIA implementation, and inclusive design. Use when auditing websites for accessibility issues, implementing WCAG 2.1 AA/AAA standards, testing with screen readers, or ensuring ADA compliance. Expert in semantic HTML, keyboard navigation, and assistive technology compatibility.","author":"davila7","license":"MIT","stars":32299,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"accessibility auditor web accessibility specialist for wcag compliance, aria implementation, and inclusive design. use when auditing websites for accessibility issues, implementing wcag 2.1 aa/aaa standards, testing with screen readers, or ensuring ada compliance. expert in semantic html, keyboard navigation, and assistive technology compatibility. accessibility-auditor-davila7 design & ui "},{"slug":"address-github-comments","kind":"skill","name":"Address github comments","tagline":"Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"address github comments use when you need to address review or issue comments on an open github pull request using the gh cli. address-github-comments uncategorised "},{"slug":"agile-product-owner-davila7","kind":"skill","name":"Agile product owner","tagline":"Agile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planning, backlog management, and velocity tracking. Use for story writing, sprint planning, stakeholder communication, and agile ceremonies.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"agile product owner agile product ownership toolkit for senior product owner including invest-compliant user story generation, sprint planning, backlog management, and velocity tracking. use for story writing, sprint planning, stakeholder communication, and agile ceremonies. agile-product-owner-davila7 business & ops "},{"slug":"ai-product","kind":"skill","name":"AI product","tagline":"Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt engineering that scales, AI UX that users trust, and cost optimization that doesn't bankrupt you. Use when: keywords, file_patterns, code_patterns.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"ai product every product will be ai-powered. the question is whether you'll build it right or ship a demo that falls apart in production. this skill covers llm integration patterns, rag architecture, prompt engineering that scales, ai ux that users trust, and cost optimization that doesn't bankrupt you. use when: keywords, file_patterns, code_patterns. ai-product data & ai "},{"slug":"ai-wrapper-product","kind":"skill","name":"AI wrapper product","tagline":"Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Covers prompt engineering for products, cost management, rate limiting, and building defensible AI businesses. Use when: AI wrapper, GPT product, AI tool, wrap AI, AI SaaS.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"ai wrapper product expert in building products that wrap ai apis (openai, anthropic, etc.) into focused tools people will pay for. not just 'chatgpt but different' - products that solve specific problems with ai. covers prompt engineering for products, cost management, rate limiting, and building defensible ai businesses. use when: ai wrapper, gpt product, ai tool, wrap ai, ai saas. ai-wrapper-product coding "},{"slug":"analytics-tracking-davila7","kind":"skill","name":"Analytics tracking","tagline":"When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions \"set up tracking,\" \"GA4,\" \"Google Analytics,\" \"conversion tracking,\" \"event tracking,\" \"UTM parameters,\" \"tag manager,\" \"GTM,\" \"analytics implementation,\" or \"tracking plan.\" For A/B test measurement, see ab-test-setup.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/measure-marketing","taskName":"Attribution","hay":"analytics tracking when the user wants to set up, improve, or audit analytics tracking and measurement. also use when the user mentions \"set up tracking,\" \"ga4,\" \"google analytics,\" \"conversion tracking,\" \"event tracking,\" \"utm parameters,\" \"tag manager,\" \"gtm,\" \"analytics implementation,\" or \"tracking plan.\" for a/b test measurement, see ab-test-setup. analytics-tracking-davila7 marketing "},{"slug":"app-builder","kind":"skill","name":"App builder","tagline":"Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"app builder main application building orchestrator. creates full-stack applications from natural language requests. determines project type, selects tech stack, coordinates agents. app-builder uncategorised "},{"slug":"app-store-optimization-davila7","kind":"skill","name":"App store optimization","tagline":"Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/app-store-listing","taskName":"App store (ASO)","hay":"app store optimization complete app store optimization (aso) toolkit for researching, optimizing, and tracking mobile app performance on apple app store and google play store app-store-optimization-davila7 marketing "},{"slug":"audio-mixer","kind":"agent","name":"Audio mixer","tagline":"Multi-track audio mixing and mastering specialist. Use PROACTIVELY for complex audio arrangements, track balancing, spatial audio, sound design, and professional audio production.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"audio mixer multi-track audio mixing and mastering specialist. use proactively for complex audio arrangements, track balancing, spatial audio, sound design, and professional audio production. audio-mixer uncategorised "},{"slug":"audio-quality-controller","kind":"agent","name":"Audio quality controller","tagline":"Audio quality enhancement and analysis specialist. Use PROACTIVELY for loudness normalization, noise reduction, audio standardization, and broadcast-ready quality control.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"audio quality controller audio quality enhancement and analysis specialist. use proactively for loudness normalization, noise reduction, audio standardization, and broadcast-ready quality control. audio-quality-controller uncategorised "},{"slug":"avoid-ai-writing-davila7","kind":"skill","name":"Avoid AI writing","tagline":"Audit and rewrite content to remove AI writing patterns (\"AI-isms\"). Use this skill when asked to \"remove AI-isms,\" \"clean up AI writing,\" \"edit writing for AI patterns,\" \"audit writing for AI tells,\" or \"make this sound less like AI.\" Supports a detect-only mode, an edit-in-place mode for files, an optional voice profile (casual / professional / technical / warm / blunt), and an iterate-to-convergence pass.","author":"davila7","license":"MIT","stars":32299,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"avoid ai writing audit and rewrite content to remove ai writing patterns (\"ai-isms\"). use this skill when asked to \"remove ai-isms,\" \"clean up ai writing,\" \"edit writing for ai patterns,\" \"audit writing for ai tells,\" or \"make this sound less like ai.\" supports a detect-only mode, an edit-in-place mode for files, an optional voice profile (casual / professional / technical / warm / blunt), and an iterate-to-convergence pass. avoid-ai-writing-davila7 creator "},{"slug":"backend-to-frontend-handoff-docs","kind":"skill","name":"Backend to frontend handoff docs","tagline":"Create API handoff documentation for frontend developers. Use when backend work is complete and needs to be documented for frontend integration, or user says 'create handoff', 'document API', 'frontend handoff', or 'API documentation'.","author":"davila7","license":"MIT","stars":32299,"dept":"operations","deptName":"Operations","task":"operations/document-process","taskName":"Process docs","hay":"backend to frontend handoff docs create api handoff documentation for frontend developers. use when backend work is complete and needs to be documented for frontend integration, or user says 'create handoff', 'document api', 'frontend handoff', or 'api documentation'. backend-to-frontend-handoff-docs business & ops "},{"slug":"bettoredge-value-finder","kind":"agent","name":"Bettoredge value finder","tagline":"Find +EV betting opportunities on BettorEdge prediction markets with edge calculation, Kelly criterion sizing, and bankroll management","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"bettoredge value finder find +ev betting opportunities on bettoredge prediction markets with edge calculation, kelly criterion sizing, and bankroll management bettoredge-value-finder uncategorised "},{"slug":"brainstorming-davila7","kind":"skill","name":"brainstorming","tagline":"You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"brainstorming you must use this before any creative work - creating features, building components, adding functionality, or modifying behavior. explores user intent, requirements and design before implementation. brainstorming-davila7 uncategorised "},{"slug":"business-analyst-davila7","kind":"agent","name":"Business analyst","tagline":"Use when analyzing business processes, gathering requirements from stakeholders, or identifying process improvement opportunities to drive operational efficiency and measurable business value. Specifically:\\\\n\\\\n<example>\\\\nContext: A company needs to understand their customer onboarding process to identify where customers are dropping off. Management wants data-driven insights on bottlenecks.\\\\nuser: \"We're losing customers during onboarding. Can you analyze our current process and recommend improvements?\"\\\\nassistant: \"I'll conduct a comprehensive business analysis of your onboarding process. I'll map current workflows, interview stakeholders, analyze conversion data, identify bottlenecks, and deliver specific recommendations with projected ROI for each improvement.\"\\\\n<commentary>\\\\nUse the business-analyst when you need to understand current business processes, gather requirements through stakeholder engagement, and identify data-driven improvement opportunities. This is different from project-manager who focuses on execution - the business-analyst focuses on discovery and optimization.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: An organization is building a new system but stakeholders have conflicting requirements. Someone needs to consolidate, prioritize, and document these requirements clearly.\\\\nuser: \"We have 20 different business stakeholders with different ideas for our new system. We need someone to sort this out.\"\\\\nassistant: \"I'll facilitate requirements workshops with all stakeholders, document their needs, identify dependencies and conflicts, prioritize based on business value, and create comprehensive specifications that align all parties.\"\\\\n<commentary>\\\\nUse the business-analyst when facing complex requirements elicitation challenges requiring stakeholder management, conflict resolution, and comprehensive documentation. The analyst bridges the gap between business needs and technical solutions.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: After system implementation, management wants to measure whether promised benefits are being realized and identify next-generation improvements.\\\\nuser: \"We implemented the new CRM system 6 months ago. Did it actually improve our sales process? What should we do next?\"\\\\nassistant: \"I'll conduct a post-implementation analysis measuring KPIs against baseline metrics, assess stakeholder adoption, evaluate ROI, and deliver insights on realized benefits plus recommendations for phase 2 enhancements.\"\\\\n<commentary>\\\\nUse the business-analyst for post-implementation reviews, benefits realization analysis, and continuous improvement planning. The analyst ensures business value is actually achieved and identifies optimization opportunities.\\\\n</commentary>\\\\n</example>","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"business analyst use when analyzing business processes, gathering requirements from stakeholders, or identifying process improvement opportunities to drive operational efficiency and measurable business value. specifically:\\\\n\\\\n<example>\\\\ncontext: a company needs to understand their customer onboarding process to identify where customers are dropping off. management wants data-driven insights on bottlenecks.\\\\nuser: \"we're losing customers during onboarding. can you analyze our current process and recommend improvements?\"\\\\nassistant: \"i'll conduct a comprehensive business analysis of your onboarding process. i'll map current workflows, interview stakeholders, analyze conversion data, identify bottlenecks, and deliver specific recommendations with projected roi for each improvement.\"\\\\n<commentary>\\\\nuse the business-analyst when you need to understand current business processes, gather requirements through stakeholder engagement, and identify data-driven improvement opportunities. this is different from project-manager who focuses on execution - the business-analyst focuses on discovery and optimization.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: an organization is building a new system but stakeholders have conflicting requirements. someone needs to consolidate, prioritize, and document these requirements clearly.\\\\nuser: \"we have 20 different business stakeholders with different ideas for our new system. we need someone to sort this out.\"\\\\nassistant: \"i'll facilitate requirements workshops with all stakeholders, document their needs, identify dependencies and conflicts, prioritize based on business value, and create comprehensive specifications that align all parties.\"\\\\n<commentary>\\\\nuse the business-analyst when facing complex requirements elicitation challenges requiring stakeholder management, conflict resolution, and comprehensive documentation. the analyst bridges the gap between business needs and technical solutions.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: after system implementation, management wants to measure whether promised benefits are being realized and identify next-generation improvements.\\\\nuser: \"we implemented the new crm system 6 months ago. did it actually improve our sales process? what should we do next?\"\\\\nassistant: \"i'll conduct a post-implementation analysis measuring kpis against baseline metrics, assess stakeholder adoption, evaluate roi, and deliver insights on realized benefits plus recommendations for phase 2 enhancements.\"\\\\n<commentary>\\\\nuse the business-analyst for post-implementation reviews, benefits realization analysis, and continuous improvement planning. the analyst ensures business value is actually achieved and identifies optimization opportunities.\\\\n</commentary>\\\\n</example> business-analyst-davila7 business & ops "},{"slug":"c4-architecture","kind":"skill","name":"C4 architecture","tagline":"Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system architecture, visualize software structure, create C4 diagrams, or generate context/container/component/deployment diagrams. Triggers include \"architecture diagram\", \"C4 diagram\", \"system context\", \"container diagram\", \"component diagram\", \"deployment diagram\", \"document architecture\", \"visualize architecture\".","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"c4 architecture generate architecture documentation using c4 model mermaid diagrams. use when asked to create architecture diagrams, document system architecture, visualize software structure, create c4 diagrams, or generate context/container/component/deployment diagrams. triggers include \"architecture diagram\", \"c4 diagram\", \"system context\", \"container diagram\", \"component diagram\", \"deployment diagram\", \"document architecture\", \"visualize architecture\". c4-architecture coding "},{"slug":"capa-officer-davila7","kind":"skill","name":"Capa officer","tagline":"Senior CAPA Officer specialist for managing Corrective and Preventive Actions within Quality Management Systems. Provides CAPA process management, root cause analysis, effectiveness verification, and continuous improvement coordination. Use for CAPA investigations, corrective action planning, preventive action implementation, and CAPA system optimization.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"capa officer senior capa officer specialist for managing corrective and preventive actions within quality management systems. provides capa process management, root cause analysis, effectiveness verification, and continuous improvement coordination. use for capa investigations, corrective action planning, preventive action implementation, and capa system optimization. capa-officer-davila7 business & ops "},{"slug":"ceo-advisor-davila7","kind":"skill","name":"Ceo advisor","tagline":"Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Includes strategy analyzer, financial scenario modeling, board governance frameworks, and investor relations playbooks. Use when planning strategy, preparing board presentations, managing investors, developing organizational culture, making executive decisions, or when user mentions CEO, strategic planning, board meetings, investor updates, organizational leadership, or executive strategy.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"ceo advisor executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. includes strategy analyzer, financial scenario modeling, board governance frameworks, and investor relations playbooks. use when planning strategy, preparing board presentations, managing investors, developing organizational culture, making executive decisions, or when user mentions ceo, strategic planning, board meetings, investor updates, organizational leadership, or executive strategy. ceo-advisor-davila7 business & ops "},{"slug":"claude-code-sessions","kind":"skill","name":"Claude code sessions","tagline":"Search, analyze, and manage Claude Code session history. Use when the user wants to find past sessions, check token usage, review tool breakdowns, resume previous work, or manage tasks across sessions. Provides 11 skills and a web dashboard.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"claude code sessions search, analyze, and manage claude code session history. use when the user wants to find past sessions, check token usage, review tool breakdowns, resume previous work, or manage tasks across sessions. provides 11 skills and a web dashboard. claude-code-sessions uncategorised "},{"slug":"code-review-excellence-davila7","kind":"skill","name":"Code review excellence","tagline":"Transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"code review excellence transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement. code-review-excellence-davila7 coding "},{"slug":"code-simplifier","kind":"skill","name":"Code simplifier","tagline":"Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Use when asked to \"simplify code\", \"clean up code\", \"refactor for clarity\", \"improve readability\", or review recently modified code for elegance. Focuses on project-specific best practices.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"code simplifier simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. use when asked to \"simplify code\", \"clean up code\", \"refactor for clarity\", \"improve readability\", or review recently modified code for elegance. focuses on project-specific best practices. code-simplifier uncategorised "},{"slug":"commit-work","kind":"skill","name":"Commit work","tagline":"Create high-quality git commits: review/stage intended changes, split into logical commits, and write clear commit messages (including Conventional Commits). Use when the user asks to commit, craft a commit message, stage changes, or split work into multiple commits.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"commit work create high-quality git commits: review/stage intended changes, split into logical commits, and write clear commit messages (including conventional commits). use when the user asks to commit, craft a commit message, stage changes, or split work into multiple commits. commit-work uncategorised "},{"slug":"communication-excellence-coach","kind":"agent","name":"Communication excellence coach","tagline":"Use PROACTIVELY when reviewing email or message drafts, calibrating tone for an audience, practicing a difficult conversation via roleplay, or reviewing a presentation outline. Communication specialist providing draft review, tone calibration, roleplay practice, and presentation feedback grounded in established frameworks (What-Why-How, SBI). Specifically:\\\\n\\\\n<example>\\\\nContext: A user is about to send a sensitive email to their manager about a missed deadline.\\\\nuser: \"Review this email I'm about to send to my manager about missing the deadline. Suggest improvements.\"\\\\nassistant: \"I'll analyze the draft for structure, clarity, tone, and effectiveness, then provide specific line-level suggestions and flag any risks before you send it.\"\\\\n<commentary>\\\\nUse communication-excellence-coach for pre-send review of emails or messages where tone and framing matter.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: A user needs to deliver critical feedback to a direct report and wants to practice first.\\\\nuser: \"Roleplay as my direct report who I need to give critical feedback to. Help me practice.\"\\\\nassistant: \"I'll adopt the persona of your direct report, react realistically to your feedback attempts, and provide coaching afterward using the SBI framework.\"\\\\n<commentary>\\\\nUse communication-excellence-coach for roleplay practice ahead of a difficult workplace conversation.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: A user has a presentation outline for an architecture review and wants feedback on structure.\\\\nuser: \"Review my presentation outline for the architecture review. Is the flow logical?\"\\\\nassistant: \"I'll assess the outline against the What-Why-How structure, check whether the audience's likely questions are addressed, and suggest reordering or trimming where needed.\"\\\\n<commentary>\\\\nUse communication-excellence-coach for presentation outline or speaker-notes feedback before a talk.\\\\n</commentary>\\\\n</example>","author":"davila7","license":"MIT","stars":32299,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"communication excellence coach use proactively when reviewing email or message drafts, calibrating tone for an audience, practicing a difficult conversation via roleplay, or reviewing a presentation outline. communication specialist providing draft review, tone calibration, roleplay practice, and presentation feedback grounded in established frameworks (what-why-how, sbi). specifically:\\\\n\\\\n<example>\\\\ncontext: a user is about to send a sensitive email to their manager about a missed deadline.\\\\nuser: \"review this email i'm about to send to my manager about missing the deadline. suggest improvements.\"\\\\nassistant: \"i'll analyze the draft for structure, clarity, tone, and effectiveness, then provide specific line-level suggestions and flag any risks before you send it.\"\\\\n<commentary>\\\\nuse communication-excellence-coach for pre-send review of emails or messages where tone and framing matter.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: a user needs to deliver critical feedback to a direct report and wants to practice first.\\\\nuser: \"roleplay as my direct report who i need to give critical feedback to. help me practice.\"\\\\nassistant: \"i'll adopt the persona of your direct report, react realistically to your feedback attempts, and provide coaching afterward using the sbi framework.\"\\\\n<commentary>\\\\nuse communication-excellence-coach for roleplay practice ahead of a difficult workplace conversation.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: a user has a presentation outline for an architecture review and wants feedback on structure.\\\\nuser: \"review my presentation outline for the architecture review. is the flow logical?\"\\\\nassistant: \"i'll assess the outline against the what-why-how structure, check whether the audience's likely questions are addressed, and suggest reordering or trimming where needed.\"\\\\n<commentary>\\\\nuse communication-excellence-coach for presentation outline or speaker-notes feedback before a talk.\\\\n</commentary>\\\\n</example> communication-excellence-coach design & ui "},{"slug":"competitive-ads-extractor","kind":"skill","name":"Competitive ads extractor","tagline":"Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"competitive ads extractor extracts and analyzes competitors' ads from ad libraries (facebook, linkedin, etc.) to understand what messaging, problems, and creative approaches are working. helps inspire and improve your own ad campaigns. competitive-ads-extractor uncategorised "},{"slug":"competitive-analyst-davila7","kind":"agent","name":"Competitive analyst","tagline":"Use this agent when you need to analyze direct and indirect competitors, benchmark against market leaders, or develop strategies to strengthen competitive positioning and market advantage. Specifically:\\\\n\\\\n<example>\\\\nContext: A SaaS company wants to understand how they compare to three main competitors in feature set, pricing, and market positioning to guide their product roadmap.\\\\nuser: \"We need a competitive analysis of our top 3 rivals. How do we compare on features, pricing, and market positioning?\"\\\\nassistant: \"I'll conduct a comprehensive competitive analysis covering feature comparison matrices, pricing strategy analysis, market positioning maps, customer perception research, and strategic recommendations for differentiation. I'll identify gaps in your offering and opportunities to strengthen your competitive position.\"\\\\n<commentary>\\\\nUse the competitive-analyst when you need detailed benchmarking against specific competitors. The analyst gathers intelligence on competitor products, pricing, positioning, and strategies to inform your competitive strategy and product development decisions.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: An enterprise software vendor detects new market entrants and needs to understand potential threats, their capabilities, and recommended defensive strategies.\\\\nuser: \"Three new competitors just entered our market. What should we be worried about, and how should we respond?\"\\\\nassistant: \"I'll analyze the new entrants' business models, technology capabilities, funding, customer targets, and go-to-market strategies. I'll assess competitive threats, identify your vulnerable segments, and develop defensive and offensive response strategies to maintain market leadership.\"\\\\n<commentary>\\\\nUse the competitive-analyst when facing new competitive threats. The analyst evaluates competitor capabilities, strategic intent, and market impact to help you develop appropriate competitive responses and protect market position.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: A financial services firm is planning a geographic expansion and needs to understand the competitive landscape, local players, and entry strategies in target markets.\\\\nuser: \"We're expanding into three new geographic markets. What's the competitive landscape in each, and what are the best entry strategies?\"\\\\nassistant: \"I'll map the competitive landscape in each target market, analyze local competitors' strengths and weaknesses, assess market consolidation trends, evaluate regulatory factors, and provide region-specific entry strategies with competitive positioning recommendations.\"\\\\n<commentary>\\\\nUse the competitive-analyst for market-specific competitive analysis. The analyst helps you understand local competitive dynamics, identify opportunities and threats in new markets, and develop market-entry strategies that account for regional competitive factors.\\\\n</commentary>\\\\n</example>","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitive analyst use this agent when you need to analyze direct and indirect competitors, benchmark against market leaders, or develop strategies to strengthen competitive positioning and market advantage. specifically:\\\\n\\\\n<example>\\\\ncontext: a saas company wants to understand how they compare to three main competitors in feature set, pricing, and market positioning to guide their product roadmap.\\\\nuser: \"we need a competitive analysis of our top 3 rivals. how do we compare on features, pricing, and market positioning?\"\\\\nassistant: \"i'll conduct a comprehensive competitive analysis covering feature comparison matrices, pricing strategy analysis, market positioning maps, customer perception research, and strategic recommendations for differentiation. i'll identify gaps in your offering and opportunities to strengthen your competitive position.\"\\\\n<commentary>\\\\nuse the competitive-analyst when you need detailed benchmarking against specific competitors. the analyst gathers intelligence on competitor products, pricing, positioning, and strategies to inform your competitive strategy and product development decisions.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: an enterprise software vendor detects new market entrants and needs to understand potential threats, their capabilities, and recommended defensive strategies.\\\\nuser: \"three new competitors just entered our market. what should we be worried about, and how should we respond?\"\\\\nassistant: \"i'll analyze the new entrants' business models, technology capabilities, funding, customer targets, and go-to-market strategies. i'll assess competitive threats, identify your vulnerable segments, and develop defensive and offensive response strategies to maintain market leadership.\"\\\\n<commentary>\\\\nuse the competitive-analyst when facing new competitive threats. the analyst evaluates competitor capabilities, strategic intent, and market impact to help you develop appropriate competitive responses and protect market position.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: a financial services firm is planning a geographic expansion and needs to understand the competitive landscape, local players, and entry strategies in target markets.\\\\nuser: \"we're expanding into three new geographic markets. what's the competitive landscape in each, and what are the best entry strategies?\"\\\\nassistant: \"i'll map the competitive landscape in each target market, analyze local competitors' strengths and weaknesses, assess market consolidation trends, evaluate regulatory factors, and provide region-specific entry strategies with competitive positioning recommendations.\"\\\\n<commentary>\\\\nuse the competitive-analyst for market-specific competitive analysis. the analyst helps you understand local competitive dynamics, identify opportunities and threats in new markets, and develop market-entry strategies that account for regional competitive factors.\\\\n</commentary>\\\\n</example> competitive-analyst-davila7 business & ops "},{"slug":"competitive-intelligence-analyst","kind":"agent","name":"Competitive intelligence analyst","tagline":"Competitive intelligence and market research specialist. Use PROACTIVELY for competitor analysis, market positioning research, industry trend analysis, business intelligence gathering, and strategic market insights.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitive intelligence analyst competitive intelligence and market research specialist. use proactively for competitor analysis, market positioning research, industry trend analysis, business intelligence gathering, and strategic market insights. competitive-intelligence-analyst business & ops "},{"slug":"competitor-alternatives-davila7","kind":"skill","name":"Competitor alternatives","tagline":"When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' or 'competitive landing pages.' Covers four formats: singular alternative, plural alternatives, you vs competitor, and competitor vs competitor. Emphasizes deep research, modular content architecture, and varied section types beyond feature tables.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor alternatives when the user wants to create competitor comparison or alternative pages for seo and sales enablement. also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[product] vs [product],' '[product] alternative,' or 'competitive landing pages.' covers four formats: singular alternative, plural alternatives, you vs competitor, and competitor vs competitor. emphasizes deep research, modular content architecture, and varied section types beyond feature tables. competitor-alternatives-davila7 business & ops "},{"slug":"comprehensive-researcher","kind":"agent","name":"Comprehensive researcher","tagline":"Comprehensive research specialist. Use PROACTIVELY for in-depth research on any topic, requiring multiple sources, cross-verification, and structured reports with citations.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"comprehensive researcher comprehensive research specialist. use proactively for in-depth research on any topic, requiring multiple sources, cross-verification, and structured reports with citations. comprehensive-researcher uncategorised "},{"slug":"concise-planning","kind":"skill","name":"Concise planning","tagline":"Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"concise planning use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist. concise-planning business & ops "},{"slug":"content-creator-davila7","kind":"skill","name":"Content creator","tagline":"Create SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer, SEO optimizer, content frameworks, and social media templates. Use when writing blog posts, creating social media content, analyzing brand voice, optimizing SEO, planning content calendars, or when user mentions content creation, brand voice, SEO optimization, social media marketing, or content strategy.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"content creator create seo-optimized marketing content with consistent brand voice. includes brand voice analyzer, seo optimizer, content frameworks, and social media templates. use when writing blog posts, creating social media content, analyzing brand voice, optimizing seo, planning content calendars, or when user mentions content creation, brand voice, seo optimization, social media marketing, or content strategy. content-creator-davila7 marketing "},{"slug":"content-marketer-davila7","kind":"agent","name":"Content marketer","tagline":"Use this agent PROACTIVELY when you need to develop comprehensive content strategies, create SEO-optimized marketing content, or execute multi-channel content campaigns to drive engagement and conversions. Invoke this agent for content planning, content creation, audience analysis, and measuring content ROI. Specifically:\\\\n\\\\n<example>\\\\nContext: Startup has launched a new SaaS product and needs to build organic traffic through content marketing with limited budget.\\\\nuser: \"We just launched our SaaS product. How should we use content to get initial traction and reach our target customers?\"\\\\nassistant: \"I'll develop a content strategy focused on low-cost, high-impact channels. I'll identify your target audience pain points, create an editorial calendar with keyword-optimized blog posts targeting high-intent search terms, and design lead magnets that convert visitors into qualified leads. I'll prioritize evergreen content that builds long-term authority.\"\\\\n<commentary>\\\\nUse this agent when you need a complete content marketing strategy from scratch, including audience research, topic planning, and distribution channels. The agent will ensure all content is aligned with business goals and optimized for search and conversion.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: E-commerce company has 6 months of content published but engagement rates are stagnant at 2% and organic traffic is declining despite increased publishing volume.\\\\nuser: \"We're publishing content regularly but not seeing results. Our engagement is stuck at 2% and traffic dropped 20% YoY. What are we doing wrong?\"\\\\nassistant: \"I'll audit your existing content for SEO gaps, competitor positioning, and conversion optimization. I'll identify underperforming content to refresh, recommend repurposing strategies to extend content lifespan, and restructure your distribution approach across owned, earned, and paid channels. I'll provide specific optimizations: title rewrites, internal linking strategies, and CTA improvements, then measure the actual before/after engagement and traffic once you have real data.\"\\\\n<commentary>\\\\nUse this agent when existing content performance is below targets. The agent will analyze what's working and what isn't, then provide specific, data-driven optimizations to recover and improve metrics. This differs from seo-specialist (which runs technical SEO/Core Web Vitals audits) and marketing-attribution-analyst (which models cross-channel credit and incrementality) — content-marketer owns the content strategy, drafting, and on-page/content-level optimization itself.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: B2B software company needs content support for an upcoming product launch campaign with coordinated messaging across blog, email, social media, and paid advertising channels.\\\\nuser: \"We're launching a major product feature in 6 weeks. We need content for launch day, pre-launch awareness, and post-launch nurturing across all channels.\"\\\\nassistant: \"I'll create an integrated launch content calendar including thought leadership pieces for your CEO, technical deep-dives for early adopters, social media asset briefs for each platform, email sequences for lead nurturing, and success stories from beta users. I'll ensure consistent messaging across channels while optimizing each format for its specific audience and platform dynamics.\"\\\\n<commentary>\\\\nUse this agent when executing coordinated marketing campaigns across multiple channels. The agent will develop channel-specific content variants while maintaining brand consistency and driving aligned metrics across all touchpoints.\\\\n</commentary>\\\\n</example>","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"content marketer use this agent proactively when you need to develop comprehensive content strategies, create seo-optimized marketing content, or execute multi-channel content campaigns to drive engagement and conversions. invoke this agent for content planning, content creation, audience analysis, and measuring content roi. specifically:\\\\n\\\\n<example>\\\\ncontext: startup has launched a new saas product and needs to build organic traffic through content marketing with limited budget.\\\\nuser: \"we just launched our saas product. how should we use content to get initial traction and reach our target customers?\"\\\\nassistant: \"i'll develop a content strategy focused on low-cost, high-impact channels. i'll identify your target audience pain points, create an editorial calendar with keyword-optimized blog posts targeting high-intent search terms, and design lead magnets that convert visitors into qualified leads. i'll prioritize evergreen content that builds long-term authority.\"\\\\n<commentary>\\\\nuse this agent when you need a complete content marketing strategy from scratch, including audience research, topic planning, and distribution channels. the agent will ensure all content is aligned with business goals and optimized for search and conversion.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: e-commerce company has 6 months of content published but engagement rates are stagnant at 2% and organic traffic is declining despite increased publishing volume.\\\\nuser: \"we're publishing content regularly but not seeing results. our engagement is stuck at 2% and traffic dropped 20% yoy. what are we doing wrong?\"\\\\nassistant: \"i'll audit your existing content for seo gaps, competitor positioning, and conversion optimization. i'll identify underperforming content to refresh, recommend repurposing strategies to extend content lifespan, and restructure your distribution approach across owned, earned, and paid channels. i'll provide specific optimizations: title rewrites, internal linking strategies, and cta improvements, then measure the actual before/after engagement and traffic once you have real data.\"\\\\n<commentary>\\\\nuse this agent when existing content performance is below targets. the agent will analyze what's working and what isn't, then provide specific, data-driven optimizations to recover and improve metrics. this differs from seo-specialist (which runs technical seo/core web vitals audits) and marketing-attribution-analyst (which models cross-channel credit and incrementality) — content-marketer owns the content strategy, drafting, and on-page/content-level optimization itself.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: b2b software company needs content support for an upcoming product launch campaign with coordinated messaging across blog, email, social media, and paid advertising channels.\\\\nuser: \"we're launching a major product feature in 6 weeks. we need content for launch day, pre-launch awareness, and post-launch nurturing across all channels.\"\\\\nassistant: \"i'll create an integrated launch content calendar including thought leadership pieces for your ceo, technical deep-dives for early adopters, social media asset briefs for each platform, email sequences for lead nurturing, and success stories from beta users. i'll ensure consistent messaging across channels while optimizing each format for its specific audience and platform dynamics.\"\\\\n<commentary>\\\\nuse this agent when executing coordinated marketing campaigns across multiple channels. the agent will develop channel-specific content variants while maintaining brand consistency and driving aligned metrics across all touchpoints.\\\\n</commentary>\\\\n</example> content-marketer-davila7 marketing "},{"slug":"content-research-writer","kind":"skill","name":"Content research writer","tagline":"Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"content research writer assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. transforms your writing process from solo effort to collaborative partnership. content-research-writer uncategorised "},{"slug":"copy-editing-davila7","kind":"skill","name":"Copy editing","tagline":"When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' or 'copy sweep.' This skill provides a systematic approach to editing marketing copy through multiple focused passes.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"copy editing when the user wants to edit, review, or improve existing marketing copy. also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' or 'copy sweep.' this skill provides a systematic approach to editing marketing copy through multiple focused passes. copy-editing-davila7 uncategorised "},{"slug":"copywriting-davila7","kind":"skill","name":"copywriting","tagline":"When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says \"write copy for,\" \"improve this copy,\" \"rewrite this page,\" \"marketing copy,\" \"headline help,\" or \"CTA copy.\" For email copy, see email-sequence. For popup copy, see popup-cro.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"copywriting when the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. also use when the user says \"write copy for,\" \"improve this copy,\" \"rewrite this page,\" \"marketing copy,\" \"headline help,\" or \"cta copy.\" for email copy, see email-sequence. for popup copy, see popup-cro. copywriting-davila7 marketing "},{"slug":"crafting-effective-readmes","kind":"skill","name":"Crafting effective readmes","tagline":"Use when writing or improving README files. Not all READMEs are the same — provides templates and guidance matched to your audience and project type.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"crafting effective readmes use when writing or improving readme files. not all readmes are the same — provides templates and guidance matched to your audience and project type. crafting-effective-readmes uncategorised "},{"slug":"cto-advisor-davila7","kind":"skill","name":"Cto advisor","tagline":"Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR templates. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"cto advisor technical leadership guidance for engineering teams, architecture decisions, and technology strategy. includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and adr templates. use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions cto, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, dora metrics, or technology strategy. cto-advisor-davila7 business & ops "},{"slug":"customer-success-manager-davila7","kind":"agent","name":"Customer success manager","tagline":"Use this agent when you need to assess customer health, develop retention strategies, identify upsell opportunities, or maximize customer lifetime value. Invoke this agent for account health analysis, churn prevention, product adoption optimization, and customer success planning. Specifically:\\\\n\\\\n<example>\\\\nContext: Customer success team notices a large enterprise customer has reduced usage frequency by 40% over the past month and hasn't engaged in quarterly business reviews.\\\\nuser: \"We're concerned about TechCorp's engagement. Usage is down significantly. Can you assess what's happening and help us develop a retention strategy?\"\\\\nassistant: \"I'll analyze TechCorp's health metrics including usage patterns, feature adoption, support interactions, and engagement history. I'll identify specific churn risks, assess whether there are product fit issues or implementation gaps, and develop a targeted intervention plan with clear milestones and success metrics.\"\\\\n<commentary>\\\\nUse customer-success-manager when you need to evaluate at-risk accounts and create proactive retention strategies. This agent analyzes health signals holistically and prescribes specific interventions.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: Product team is rolling out new features and customer success team wants to maximize adoption across the customer base while identifying expansion revenue opportunities.\\\\nuser: \"We're launching three new features next month. How do we ensure our customers actually adopt them? And which customers might be willing to upgrade to higher tiers?\"\\\\nassistant: \"I'll segment your customer base by maturity level and current product usage patterns. I'll develop feature-specific adoption strategies for each segment, identify high-value customers ready for expansion conversations, and create a phased rollout plan with success metrics and training resources.\"\\\\n<commentary>\\\\nInvoke this agent when you need to drive adoption of new features or identify expansion opportunities. The agent analyzes customer readiness and creates tailored engagement strategies for different segments.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: Quarterly renewal period is approaching and customer success team wants to prepare for renewal conversations with key accounts and identify which customers are at risk of non-renewal.\\\\nuser: \"We have 40 accounts up for renewal in the next 90 days. Can you help us prepare renewal strategies and flag which ones might be at risk?\"\\\\nassistant: \"I'll assess each account's health indicators including NPS, usage trends, executive engagement, feature adoption, and any unresolved issues. I'll prioritize high-risk accounts for intervention, develop renewal talking points based on demonstrated value, and create a pre-renewal engagement plan for each tier of customer.\"\\\\n<commentary>\\\\nUse this agent when renewal periods are approaching or you need to forecast renewal risk. The agent quantifies customer health and develops specific pre-renewal strategies to maximize renewal rates.\\\\n</commentary>\\\\n</example>\\\\n\\\\nDoes not handle individual support tickets or FAQ/help-center content — hand those to customer-support. Does not own pre-sale technical POC/RFP work — hand that to sales-engineer. Does not finalize pricing or discount decisions — route to the account/deal team. Does not review or negotiate contract/legal terms — route to legal-advisor.","author":"davila7","license":"MIT","stars":32299,"dept":"support","deptName":"Customer support","task":"support/stop-churn","taskName":"Churn & renewals","hay":"customer success manager use this agent when you need to assess customer health, develop retention strategies, identify upsell opportunities, or maximize customer lifetime value. invoke this agent for account health analysis, churn prevention, product adoption optimization, and customer success planning. specifically:\\\\n\\\\n<example>\\\\ncontext: customer success team notices a large enterprise customer has reduced usage frequency by 40% over the past month and hasn't engaged in quarterly business reviews.\\\\nuser: \"we're concerned about techcorp's engagement. usage is down significantly. can you assess what's happening and help us develop a retention strategy?\"\\\\nassistant: \"i'll analyze techcorp's health metrics including usage patterns, feature adoption, support interactions, and engagement history. i'll identify specific churn risks, assess whether there are product fit issues or implementation gaps, and develop a targeted intervention plan with clear milestones and success metrics.\"\\\\n<commentary>\\\\nuse customer-success-manager when you need to evaluate at-risk accounts and create proactive retention strategies. this agent analyzes health signals holistically and prescribes specific interventions.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: product team is rolling out new features and customer success team wants to maximize adoption across the customer base while identifying expansion revenue opportunities.\\\\nuser: \"we're launching three new features next month. how do we ensure our customers actually adopt them? and which customers might be willing to upgrade to higher tiers?\"\\\\nassistant: \"i'll segment your customer base by maturity level and current product usage patterns. i'll develop feature-specific adoption strategies for each segment, identify high-value customers ready for expansion conversations, and create a phased rollout plan with success metrics and training resources.\"\\\\n<commentary>\\\\ninvoke this agent when you need to drive adoption of new features or identify expansion opportunities. the agent analyzes customer readiness and creates tailored engagement strategies for different segments.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: quarterly renewal period is approaching and customer success team wants to prepare for renewal conversations with key accounts and identify which customers are at risk of non-renewal.\\\\nuser: \"we have 40 accounts up for renewal in the next 90 days. can you help us prepare renewal strategies and flag which ones might be at risk?\"\\\\nassistant: \"i'll assess each account's health indicators including nps, usage trends, executive engagement, feature adoption, and any unresolved issues. i'll prioritize high-risk accounts for intervention, develop renewal talking points based on demonstrated value, and create a pre-renewal engagement plan for each tier of customer.\"\\\\n<commentary>\\\\nuse this agent when renewal periods are approaching or you need to forecast renewal risk. the agent quantifies customer health and develops specific pre-renewal strategies to maximize renewal rates.\\\\n</commentary>\\\\n</example>\\\\n\\\\ndoes not handle individual support tickets or faq/help-center content — hand those to customer-support. does not own pre-sale technical poc/rfp work — hand that to sales-engineer. does not finalize pricing or discount decisions — route to the account/deal team. does not review or negotiate contract/legal terms — route to legal-advisor. customer-success-manager-davila7 business & ops "},{"slug":"customer-support-davila7","kind":"agent","name":"Customer support","tagline":"Customer support and documentation specialist. Use PROACTIVELY for support ticket responses, FAQ creation, troubleshooting guides, help documentation, and customer satisfaction optimization. Specifically:\\n\\n<example>\\nContext: A customer emails in confused about why their exported report is missing a column that used to be there.\\nuser: \"A customer says their CSV export is missing the 'status' column since yesterday. Can you draft a reply?\"\\nassistant: \"I'll acknowledge the issue, check the provided context/docs for any confirmed change to the export format, and draft a clear response. If nothing confirms a format change, I'll say we're looking into it rather than guessing at a cause, offer a workaround if one exists, and flag it for escalation to engineering if it looks like a regression.\"\\n<commentary>\\nUse customer-support for direct, single-ticket responses grounded only in confirmed information, with escalation when the root cause isn't verifiable from available context.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: Support volume shows the same question about resetting two-factor authentication coming in repeatedly.\\nuser: \"We keep getting tickets asking how to reset 2FA. Can you create something we can point people to?\"\\nassistant: \"I'll search the existing help center/FAQ content first to avoid duplicating or contradicting an existing article, then draft a new FAQ entry with clear numbered steps, called out prerequisites, and a note on when to escalate (e.g., if the customer is locked out entirely and needs identity verification).\"\\n<commentary>\\nUse customer-support for FAQ/help-center content creation, checking existing docs for duplicates before writing new ones.\\n</commentary>\\n</example>\\n\\nDoes not cover account health, retention, or expansion conversations — hand those off to customer-success-manager.","author":"davila7","license":"MIT","stars":32299,"dept":"support","deptName":"Customer support","task":"support/triage-tickets","taskName":"Ticket triage","hay":"customer support customer support and documentation specialist. use proactively for support ticket responses, faq creation, troubleshooting guides, help documentation, and customer satisfaction optimization. specifically:\\n\\n<example>\\ncontext: a customer emails in confused about why their exported report is missing a column that used to be there.\\nuser: \"a customer says their csv export is missing the 'status' column since yesterday. can you draft a reply?\"\\nassistant: \"i'll acknowledge the issue, check the provided context/docs for any confirmed change to the export format, and draft a clear response. if nothing confirms a format change, i'll say we're looking into it rather than guessing at a cause, offer a workaround if one exists, and flag it for escalation to engineering if it looks like a regression.\"\\n<commentary>\\nuse customer-support for direct, single-ticket responses grounded only in confirmed information, with escalation when the root cause isn't verifiable from available context.\\n</commentary>\\n</example>\\n\\n<example>\\ncontext: support volume shows the same question about resetting two-factor authentication coming in repeatedly.\\nuser: \"we keep getting tickets asking how to reset 2fa. can you create something we can point people to?\"\\nassistant: \"i'll search the existing help center/faq content first to avoid duplicating or contradicting an existing article, then draft a new faq entry with clear numbered steps, called out prerequisites, and a note on when to escalate (e.g., if the customer is locked out entirely and needs identity verification).\"\\n<commentary>\\nuse customer-support for faq/help-center content creation, checking existing docs for duplicates before writing new ones.\\n</commentary>\\n</example>\\n\\ndoes not cover account health, retention, or expansion conversations — hand those off to customer-success-manager. customer-support-davila7 business & ops "},{"slug":"d3-viz","kind":"skill","name":"D3 viz","tagline":"Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visualisation that requires fine-grained control over visual elements, transitions, or interactions. Use this for bespoke visualisations beyond standard charting libraries, whether in React, Vue, Svelte, vanilla JavaScript, or any other environment.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"d3 viz creating interactive data visualisations using d3.js. this skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex svg-based data visualisation that requires fine-grained control over visual elements, transitions, or interactions. use this for bespoke visualisations beyond standard charting libraries, whether in react, vue, svelte, vanilla javascript, or any other environment. d3-viz uncategorised "},{"slug":"daily-meeting-update","kind":"skill","name":"Daily meeting update","tagline":"Interactive daily standup/meeting update generator. Use when user says 'daily', 'standup', 'scrum update', 'status update', 'what did I do yesterday', 'prepare for meeting', 'morning update', or 'team sync'. Pulls activity from GitHub, Jira, and Claude Code session history. Conducts 4-question interview (yesterday, today, blockers, discussion topics) and generates formatted Markdown update.","author":"davila7","license":"MIT","stars":32299,"dept":"operations","deptName":"Operations","task":"operations/run-project","taskName":"Project management","hay":"daily meeting update interactive daily standup/meeting update generator. use when user says 'daily', 'standup', 'scrum update', 'status update', 'what did i do yesterday', 'prepare for meeting', 'morning update', or 'team sync'. pulls activity from github, jira, and claude code session history. conducts 4-question interview (yesterday, today, blockers, discussion topics) and generates formatted markdown update. daily-meeting-update business & ops "},{"slug":"data-analyst-davila7","kind":"agent","name":"Data analyst","tagline":"Use this agent when you need quantitative analysis, statistical insights, or data-driven research. This includes analyzing numerical data, identifying trends, creating comparisons, evaluating metrics, and suggesting data visualizations. The agent excels at finding and interpreting data from statistical databases, research datasets, government sources, and market research.\\n\\nExamples:\\n- <example>\\n Context: The user wants to understand market trends in electric vehicle adoption.\\n user: \"What are the trends in electric vehicle sales over the past 5 years?\"\\n assistant: \"I'll use the data-analyst agent to analyze EV sales data and identify trends.\"\\n <commentary>\\n Since the user is asking for trend analysis of numerical data over time, the data-analyst agent is perfect for finding sales statistics, calculating growth rates, and identifying patterns.\\n </commentary>\\n</example>\\n- <example>\\n Context: The user needs comparative analysis of different technologies.\\n user: \"Compare the performance metrics of different cloud providers\"\\n assistant: \"Let me launch the data-analyst agent to gather and analyze performance benchmarks across cloud providers.\"\\n <commentary>\\n The user needs quantitative comparison of metrics, which requires the data-analyst agent to find benchmark data, create comparisons, and identify statistical differences.\\n </commentary>\\n</example>\\n- <example>\\n Context: After implementing a new feature, the user wants to analyze its impact.\\n user: \"We just launched the new recommendation system. Can you analyze its performance?\"\\n assistant: \"I'll use the data-analyst agent to examine the performance metrics and identify any significant changes.\"\\n <commentary>\\n Performance analysis requires statistical evaluation of metrics, trend detection, and data quality assessment - all core capabilities of the data-analyst agent.\\n </commentary>\\n</example>","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"data analyst use this agent when you need quantitative analysis, statistical insights, or data-driven research. this includes analyzing numerical data, identifying trends, creating comparisons, evaluating metrics, and suggesting data visualizations. the agent excels at finding and interpreting data from statistical databases, research datasets, government sources, and market research.\\n\\nexamples:\\n- <example>\\n context: the user wants to understand market trends in electric vehicle adoption.\\n user: \"what are the trends in electric vehicle sales over the past 5 years?\"\\n assistant: \"i'll use the data-analyst agent to analyze ev sales data and identify trends.\"\\n <commentary>\\n since the user is asking for trend analysis of numerical data over time, the data-analyst agent is perfect for finding sales statistics, calculating growth rates, and identifying patterns.\\n </commentary>\\n</example>\\n- <example>\\n context: the user needs comparative analysis of different technologies.\\n user: \"compare the performance metrics of different cloud providers\"\\n assistant: \"let me launch the data-analyst agent to gather and analyze performance benchmarks across cloud providers.\"\\n <commentary>\\n the user needs quantitative comparison of metrics, which requires the data-analyst agent to find benchmark data, create comparisons, and identify statistical differences.\\n </commentary>\\n</example>\\n- <example>\\n context: after implementing a new feature, the user wants to analyze its impact.\\n user: \"we just launched the new recommendation system. can you analyze its performance?\"\\n assistant: \"i'll use the data-analyst agent to examine the performance metrics and identify any significant changes.\"\\n <commentary>\\n performance analysis requires statistical evaluation of metrics, trend detection, and data quality assessment - all core capabilities of the data-analyst agent.\\n </commentary>\\n</example> data-analyst-davila7 coding "},{"slug":"data-privacy-compliance","kind":"skill","name":"Data privacy compliance","tagline":"Data privacy and regulatory compliance specialist for GDPR, CCPA, HIPAA, and international data protection laws. Use when implementing privacy controls, conducting data protection impact assessments, ensuring regulatory compliance, or managing data subject rights. Expert in consent management, data minimization, and privacy-by-design principles.","author":"davila7","license":"MIT","stars":32299,"dept":"legal","deptName":"Legal & compliance","task":"legal/meet-regulation","taskName":"Regulation & privacy","hay":"data privacy compliance data privacy and regulatory compliance specialist for gdpr, ccpa, hipaa, and international data protection laws. use when implementing privacy controls, conducting data protection impact assessments, ensuring regulatory compliance, or managing data subject rights. expert in consent management, data minimization, and privacy-by-design principles. data-privacy-compliance business & ops "},{"slug":"deadline-prep","kind":"skill","name":"Deadline prep","tagline":"Generate a structured demo outline from your session's change log and git history. Reads .claude/critical_log_changes.csv and git log to produce presentation-ready talking points for end-of-day demos, standups, or delivery deadlines.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"deadline prep generate a structured demo outline from your session's change log and git history. reads .claude/critical_log_changes.csv and git log to produce presentation-ready talking points for end-of-day demos, standups, or delivery deadlines. deadline-prep infrastructure & ops "},{"slug":"debugger-davila7","kind":"skill","name":"debugger","tagline":"Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"debugger debugging specialist for errors, test failures, and unexpected behavior. use proactively when encountering any issues. debugger-davila7 coding "},{"slug":"debugging-strategies-davila7","kind":"skill","name":"Debugging strategies","tagline":"Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"debugging strategies transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches. debugging-strategies-davila7 uncategorised "},{"slug":"develop-web-game","kind":"skill","name":"Develop web game","tagline":"Use when Codex is building or iterating on a web game (HTML/JS) and needs a reliable development + testing loop: implement small changes, run a Playwright-based test script with short input bursts and intentional pauses, inspect screenshots/text, and review console errors with render_game_to_text.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"develop web game use when codex is building or iterating on a web game (html/js) and needs a reliable development + testing loop: implement small changes, run a playwright-based test script with short input bursts and intentional pauses, inspect screenshots/text, and review console errors with render_game_to_text. develop-web-game uncategorised "},{"slug":"devil","kind":"skill","name":"Devil","tagline":"Reviews a product document (PRD, spec, design brief) BEFORE implementation to surface holes — undefined edge cases, missing states, policy gaps — by attacking what the document is SILENT about (things unwritten, and things written only for the happy path). Acts as a strict \"sign-off manager,\" ruling Approve / Conditional / Reject and producing a polite, forwardable question list. Works for planners/PMs (self-review before sharing), engineers (blocking questions before coding), and designers (screen states with no mockup). Use whenever the user wants a spec/PRD/plan/brief checked for readiness or gaps, or says review this spec\", \"find holes in this PRD\", \"poke holes in this\", \"is this plan good to build?\", \"can I start implementing this?\", \"what states/edge cases am I missing?\", \"what should I ask the PM before coding?\", \"run devil\", or pastes/links a planning document and asks whether it's ready to act on. Do NOT use it to: write or draft a new spec, summarize or translate a document, estimate/break down tickets, generate test cases, review or debug code, or compare already-built code against a doc — this skill runs on the DOCUMENT stage, before code exists.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"devil reviews a product document (prd, spec, design brief) before implementation to surface holes — undefined edge cases, missing states, policy gaps — by attacking what the document is silent about (things unwritten, and things written only for the happy path). acts as a strict \"sign-off manager,\" ruling approve / conditional / reject and producing a polite, forwardable question list. works for planners/pms (self-review before sharing), engineers (blocking questions before coding), and designers (screen states with no mockup). use whenever the user wants a spec/prd/plan/brief checked for readiness or gaps, or says review this spec\", \"find holes in this prd\", \"poke holes in this\", \"is this plan good to build?\", \"can i start implementing this?\", \"what states/edge cases am i missing?\", \"what should i ask the pm before coding?\", \"run devil\", or pastes/links a planning document and asks whether it's ready to act on. do not use it to: write or draft a new spec, summarize or translate a document, estimate/break down tickets, generate test cases, review or debug code, or compare already-built code against a doc — this skill runs on the document stage, before code exists. devil business & ops "},{"slug":"diagrammer","kind":"skill","name":"Diagrammer","tagline":"Render clean blueprint-style SVG diagrams from JSON specs. Use when users ask to draw, sketch, or diagram a request flow, neural net, transformer block, system architecture, state machine, data pipeline, or any node-and-edge technical visual they want as an SVG for docs, READMEs, posts, or slides.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"diagrammer render clean blueprint-style svg diagrams from json specs. use when users ask to draw, sketch, or diagram a request flow, neural net, transformer block, system architecture, state machine, data pipeline, or any node-and-edge technical visual they want as an svg for docs, readmes, posts, or slides. diagrammer uncategorised "},{"slug":"difficult-workplace-conversations","kind":"skill","name":"Difficult workplace conversations","tagline":"Structured approach to workplace conflicts, performance discussions, and challenging feedback using preparation-delivery-followup framework. Use when preparing for tough conversations, addressing conflicts, giving critical feedback, or navigating sensitive workplace discussions.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"difficult workplace conversations structured approach to workplace conflicts, performance discussions, and challenging feedback using preparation-delivery-followup framework. use when preparing for tough conversations, addressing conflicts, giving critical feedback, or navigating sensitive workplace discussions. difficult-workplace-conversations uncategorised "},{"slug":"discord-bot-architect","kind":"skill","name":"Discord bot architect","tagline":"Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"discord bot architect specialized skill for building production-ready discord bots. covers discord.js (javascript) and pycord (python), gateway intents, slash commands, interactive components, rate limiting, and sharding. discord-bot-architect marketing "},{"slug":"doc-chaser-lite","kind":"skill","name":"Doc chaser lite","tagline":"Free lite skill — drafts one friendly (level-1) client document-request email for a single tax client from a short brief plus the practice profile. A strict subset of client-doc-chaser (no batch, no escalation levels 2/3), carrying the pack's full guard. Use to try the kit before buying, or as the directory-published funnel skill. Triggers - \"client document request email\", \"chase a client's documents\", \"free document request writer\", \"doc-chaser-lite\".","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"doc chaser lite free lite skill — drafts one friendly (level-1) client document-request email for a single tax client from a short brief plus the practice profile. a strict subset of client-doc-chaser (no batch, no escalation levels 2/3), carrying the pack's full guard. use to try the kit before buying, or as the directory-published funnel skill. triggers - \"client document request email\", \"chase a client's documents\", \"free document request writer\", \"doc-chaser-lite\". doc-chaser-lite uncategorised "},{"slug":"draw-io","kind":"skill","name":"Draw io","tagline":"Draw.io diagram creation, editing, and review. Use for .drawio XML editing, PNG conversion, layout adjustment, and AWS icon usage.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"draw io draw.io diagram creation, editing, and review. use for .drawio xml editing, png conversion, layout adjustment, and aws icon usage. draw-io infrastructure & ops "},{"slug":"email-composer","kind":"skill","name":"Email composer","tagline":"Draft professional emails for various contexts including business, technical, and customer communication. Use when the user needs help writing emails or composing professional messages.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"email composer draft professional emails for various contexts including business, technical, and customer communication. use when the user needs help writing emails or composing professional messages. email-composer uncategorised "},{"slug":"email-sequence-davila7","kind":"skill","name":"Email sequence","tagline":"When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campaign,\" \"nurture sequence,\" \"onboarding emails,\" \"welcome sequence,\" \"re-engagement emails,\" \"email automation,\" or \"lifecycle emails.\" For in-app onboarding, see onboarding-cro.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"email sequence when the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. also use when the user mentions \"email sequence,\" \"drip campaign,\" \"nurture sequence,\" \"onboarding emails,\" \"welcome sequence,\" \"re-engagement emails,\" \"email automation,\" or \"lifecycle emails.\" for in-app onboarding, see onboarding-cro. email-sequence-davila7 marketing "},{"slug":"email-systems","kind":"skill","name":"Email systems","tagline":"Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, landing in spam folders. This skill covers transactional email that works, marketing automation that converts, deliverability that reaches inboxes, and the infrastructure decisions that scale. Use when: keywords, file_patterns, code_patterns.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"email systems email has the highest roi of any marketing channel. $36 for every $1 spent. yet most startups treat it as an afterthought - bulk blasts, no personalization, landing in spam folders. this skill covers transactional email that works, marketing automation that converts, deliverability that reaches inboxes, and the infrastructure decisions that scale. use when: keywords, file_patterns, code_patterns. email-systems uncategorised "},{"slug":"episode-orchestrator","kind":"agent","name":"Episode orchestrator","tagline":"Episode workflow orchestrator. Use PROACTIVELY for managing episode-based workflows that coordinate multiple specialized agents in sequence, with payload validation and conditional routing.","author":"davila7","license":"MIT","stars":32299,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"episode orchestrator episode workflow orchestrator. use proactively for managing episode-based workflows that coordinate multiple specialized agents in sequence, with payload validation and conditional routing. episode-orchestrator business & ops "},{"slug":"excalidraw","kind":"skill","name":"Excalidraw","tagline":"Use when working with *.excalidraw or *.excalidraw.json files, user mentions diagrams/flowcharts, or requests architecture visualization - delegates all Excalidraw operations to subagents to prevent context exhaustion from verbose JSON (single files: 4k-22k tokens, can exceed read limits)","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"excalidraw use when working with *.excalidraw or *.excalidraw.json files, user mentions diagrams/flowcharts, or requests architecture visualization - delegates all excalidraw operations to subagents to prevent context exhaustion from verbose json (single files: 4k-22k tokens, can exceed read limits) excalidraw uncategorised "},{"slug":"excel-analysis","kind":"skill","name":"Excel analysis","tagline":"Analyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis. Use when analyzing Excel files, spreadsheets, tabular data, or .xlsx files.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"excel analysis analyze excel spreadsheets, create pivot tables, generate charts, and perform data analysis. use when analyzing excel files, spreadsheets, tabular data, or .xlsx files. excel-analysis uncategorised "},{"slug":"executing-marketing-campaigns","kind":"skill","name":"Executing marketing campaigns","tagline":"Plans, creates, and optimizes marketing campaigns including content strategy, social media, email, and analytics. Helps develop go-to-market strategies, campaign messaging, and performance measurement.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"executing marketing campaigns plans, creates, and optimizes marketing campaigns including content strategy, social media, email, and analytics. helps develop go-to-market strategies, campaign messaging, and performance measurement. executing-marketing-campaigns marketing "},{"slug":"executing-plans-davila7","kind":"skill","name":"Executing plans","tagline":"Use when you have a written implementation plan to execute in a separate session with review checkpoints","author":"davila7","license":"MIT","stars":32299,"dept":"operations","deptName":"Operations","task":"operations/plan-week","taskName":"Planning the work","hay":"executing plans use when you have a written implementation plan to execute in a separate session with review checkpoints executing-plans-davila7 business & ops "},{"slug":"fact-checker","kind":"agent","name":"Fact checker","tagline":"Fact verification and source validation specialist. Use PROACTIVELY for claim verification, source credibility assessment, misinformation detection, citation validation, and information accuracy analysis.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"fact checker fact verification and source validation specialist. use proactively for claim verification, source credibility assessment, misinformation detection, citation validation, and information accuracy analysis. fact-checker uncategorised "},{"slug":"fda-consultant-specialist-davila7","kind":"skill","name":"Fda consultant specialist","tagline":"Senior FDA consultant and specialist for medical device companies including HIPAA compliance and requirement management. Provides FDA pathway expertise, QSR compliance, cybersecurity guidance, and regulatory submission support. Use for FDA submission planning, QSR compliance assessments, HIPAA evaluations, and FDA regulatory strategy development.","author":"davila7","license":"MIT","stars":32299,"dept":"legal","deptName":"Legal & compliance","task":"legal/meet-regulation","taskName":"Regulation & privacy","hay":"fda consultant specialist senior fda consultant and specialist for medical device companies including hipaa compliance and requirement management. provides fda pathway expertise, qsr compliance, cybersecurity guidance, and regulatory submission support. use for fda submission planning, qsr compliance assessments, hipaa evaluations, and fda regulatory strategy development. fda-consultant-specialist-davila7 business & ops "},{"slug":"feedback-mastery","kind":"skill","name":"Feedback mastery","tagline":"Navigate difficult conversations and deliver constructive feedback using structured frameworks. Covers the Preparation-Delivery-Follow-up model and Situation-Behavior-Impact (SBI) feedback technique. Use when preparing for difficult conversations, giving feedback, or managing conflicts.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"feedback mastery navigate difficult conversations and deliver constructive feedback using structured frameworks. covers the preparation-delivery-follow-up model and situation-behavior-impact (sbi) feedback technique. use when preparing for difficult conversations, giving feedback, or managing conflicts. feedback-mastery uncategorised "},{"slug":"figma","kind":"skill","name":"Figma","tagline":"Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Trigger when a task involves Figma URLs, node IDs, design-to-code implementation, or Figma MCP setup and troubleshooting.","author":"davila7","license":"MIT","stars":32299,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"figma use the figma mcp server to fetch design context, screenshots, variables, and assets from figma, and to translate figma nodes into production code. trigger when a task involves figma urls, node ids, design-to-code implementation, or figma mcp setup and troubleshooting. figma design & ui "},{"slug":"figma-implement-design","kind":"skill","name":"Figma implement design","tagline":"Translate Figma nodes into production-ready code with 1:1 visual fidelity using the Figma MCP workflow (design context, screenshots, assets, and project-convention translation). Trigger when the user provides Figma URLs or node IDs, or asks to implement designs or components that must match Figma specs. Requires a working Figma MCP server connection.","author":"davila7","license":"MIT","stars":32299,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"figma implement design translate figma nodes into production-ready code with 1:1 visual fidelity using the figma mcp workflow (design context, screenshots, assets, and project-convention translation). trigger when the user provides figma urls or node ids, or asks to implement designs or components that must match figma specs. requires a working figma mcp server connection. figma-implement-design design & ui "},{"slug":"file-organizer","kind":"skill","name":"File organizer","tagline":"Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures. Use when user wants to clean up directories, organize downloads, remove duplicates, or restructure projects.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"file organizer intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures. use when user wants to clean up directories, organize downloads, remove duplicates, or restructure projects. file-organizer uncategorised "},{"slug":"form-cro-davila7","kind":"skill","name":"Form CRO","tagline":"When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also use when the user mentions \"form optimization,\" \"lead form conversions,\" \"form friction,\" \"form fields,\" \"form completion rate,\" or \"contact form.\" For signup/registration forms, see signup-flow-cro. For popups containing forms, see popup-cro.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"form cro when the user wants to optimize any form that is not signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. also use when the user mentions \"form optimization,\" \"lead form conversions,\" \"form friction,\" \"form fields,\" \"form completion rate,\" or \"contact form.\" for signup/registration forms, see signup-flow-cro. for popups containing forms, see popup-cro. form-cro-davila7 uncategorised "},{"slug":"free-tool-strategy-davila7","kind":"skill","name":"Free tool strategy","tagline":"When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions \"engineering as marketing,\" \"free tool,\" \"marketing tool,\" \"calculator,\" \"generator,\" \"interactive tool,\" \"lead gen tool,\" \"build a tool for leads,\" or \"free resource.\" This skill bridges engineering and marketing — useful for founders and technical marketers.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"free tool strategy when the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, seo value, or brand awareness. also use when the user mentions \"engineering as marketing,\" \"free tool,\" \"marketing tool,\" \"calculator,\" \"generator,\" \"interactive tool,\" \"lead gen tool,\" \"build a tool for leads,\" or \"free resource.\" this skill bridges engineering and marketing — useful for founders and technical marketers. free-tool-strategy-davila7 business & ops "},{"slug":"frontend-to-backend-requirements","kind":"skill","name":"Frontend to backend requirements","tagline":"Document frontend data needs for backend developers. Use when frontend needs to communicate API requirements to backend, or user says 'backend requirements', 'what data do I need', 'API requirements', or is describing data needs for a UI.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"frontend to backend requirements document frontend data needs for backend developers. use when frontend needs to communicate api requirements to backend, or user says 'backend requirements', 'what data do i need', 'api requirements', or is describing data needs for a ui. frontend-to-backend-requirements coding "},{"slug":"game-art","kind":"skill","name":"Game art","tagline":"Game art principles. Visual style selection, asset pipeline, animation workflow.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"game art game art principles. visual style selection, asset pipeline, animation workflow. game-art uncategorised "},{"slug":"game-audio","kind":"skill","name":"Game audio","tagline":"Game audio principles. Sound design, music integration, adaptive audio systems.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"game audio game audio principles. sound design, music integration, adaptive audio systems. game-audio uncategorised "},{"slug":"game-changing-features","kind":"skill","name":"Game changing features","tagline":"Find 10x product opportunities and high-leverage improvements. Use when user wants strategic product thinking, mentions '10x', wants to find high-impact features, or says 'what would make this 10x better', 'product strategy', or 'what should we build next'.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"game changing features find 10x product opportunities and high-leverage improvements. use when user wants strategic product thinking, mentions '10x', wants to find high-impact features, or says 'what would make this 10x better', 'product strategy', or 'what should we build next'. game-changing-features business & ops "},{"slug":"game-design","kind":"skill","name":"Game design","tagline":"Game design principles. GDD structure, balancing, player psychology, progression.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"game design game design principles. gdd structure, balancing, player psychology, progression. game-design uncategorised "},{"slug":"game-development","kind":"skill","name":"Game development","tagline":"Game development orchestrator. Routes to platform-specific skills based on project needs.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"game development game development orchestrator. routes to platform-specific skills based on project needs. game-development uncategorised "},{"slug":"gdpr-dsgvo-expert-davila7","kind":"skill","name":"Gdpr dsgvo expert","tagline":"Senior GDPR/DSGVO expert and internal/external auditor for data protection compliance. Provides EU GDPR and German DSGVO expertise, privacy impact assessments, data protection auditing, and compliance verification. Use for GDPR compliance assessments, privacy audits, data protection planning, and regulatory compliance verification.","author":"davila7","license":"MIT","stars":32299,"dept":"legal","deptName":"Legal & compliance","task":"legal/meet-regulation","taskName":"Regulation & privacy","hay":"gdpr dsgvo expert senior gdpr/dsgvo expert and internal/external auditor for data protection compliance. provides eu gdpr and german dsgvo expertise, privacy impact assessments, data protection auditing, and compliance verification. use for gdpr compliance assessments, privacy audits, data protection planning, and regulatory compliance verification. gdpr-dsgvo-expert-davila7 business & ops "},{"slug":"guest-outreach-coordinator","kind":"agent","name":"Guest outreach coordinator","tagline":"Podcast guest outreach and coordination specialist. Use PROACTIVELY for guest research, outreach templates, interview scheduling, pre-interview preparation, and guest relationship management.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"guest outreach coordinator podcast guest outreach and coordination specialist. use proactively for guest research, outreach templates, interview scheduling, pre-interview preparation, and guest relationship management. guest-outreach-coordinator business & ops "},{"slug":"image-enhancer","kind":"skill","name":"Image enhancer","tagline":"Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"image enhancer improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. perfect for preparing images for presentations, documentation, or social media posts. image-enhancer uncategorised "},{"slug":"imagegen","kind":"skill","name":"Imagegen","tagline":"Use when the user asks to generate or edit images via the OpenAI Image API (for example: generate image, edit/inpaint/mask, background removal or replacement, transparent background, product shots, concept art, covers, or batch variants); run the bundled CLI (`scripts/image_gen.py`) and require `OPENAI_API_KEY` for live calls.","author":"davila7","license":"MIT","stars":32299,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"imagegen use when the user asks to generate or edit images via the openai image api (for example: generate image, edit/inpaint/mask, background removal or replacement, transparent background, product shots, concept art, covers, or batch variants); run the bundled cli (`scripts/image_gen.py`) and require `openai_api_key` for live calls. imagegen creator "},{"slug":"information-security-manager-iso27001-davila7","kind":"skill","name":"Information security manager iso27001","tagline":"Senior Information Security Manager specializing in ISO 27001 and ISO 27002 implementation for HealthTech and MedTech companies. Provides ISMS implementation, cybersecurity risk assessment, security controls management, and compliance oversight. Use for ISMS design, security risk assessments, control implementation, and ISO 27001 certification activities.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"information security manager iso27001 senior information security manager specializing in iso 27001 and iso 27002 implementation for healthtech and medtech companies. provides isms implementation, cybersecurity risk assessment, security controls management, and compliance oversight. use for isms design, security risk assessments, control implementation, and iso 27001 certification activities. information-security-manager-iso27001-davila7 security "},{"slug":"interactive-portfolio","kind":"skill","name":"Interactive portfolio","tagline":"Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios, and portfolios that convert visitors into opportunities. Use when: portfolio, personal website, showcase work, developer portfolio, designer portfolio.","author":"davila7","license":"MIT","stars":32299,"dept":"finance","deptName":"Finance","task":"finance/trade-model","taskName":"Trading models","hay":"interactive portfolio expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. covers developer portfolios, designer portfolios, creative portfolios, and portfolios that convert visitors into opportunities. use when: portfolio, personal website, showcase work, developer portfolio, designer portfolio. interactive-portfolio business & ops "},{"slug":"invoice-organizer","kind":"skill","name":"Invoice organizer","tagline":"Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into minutes of automated organization.","author":"davila7","license":"MIT","stars":32299,"dept":"finance","deptName":"Finance","task":"finance/do-books","taskName":"Bookkeeping","hay":"invoice organizer automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. turns hours of manual bookkeeping into minutes of automated organization. invoice-organizer business & ops "},{"slug":"isms-audit-expert-davila7","kind":"skill","name":"Isms audit expert","tagline":"Senior ISMS Audit Expert for internal and external information security management system auditing. Provides ISO 27001 audit expertise, security audit program management, security control assessment, and compliance verification. Use for ISMS internal auditing, external audit preparation, security control testing, and ISO 27001 certification support.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"isms audit expert senior isms audit expert for internal and external information security management system auditing. provides iso 27001 audit expertise, security audit program management, security control assessment, and compliance verification. use for isms internal auditing, external audit preparation, security control testing, and iso 27001 certification support. isms-audit-expert-davila7 security "},{"slug":"kaizen","kind":"skill","name":"Kaizen","tagline":"Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"kaizen guide for continuous improvement, error proofing, and standardization. use this skill when the user wants to improve code quality, refactor, or discuss process improvements. kaizen uncategorised "},{"slug":"launch-strategy-davila7","kind":"skill","name":"Launch strategy","tagline":"When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' or 'product update.' This skill covers phased launches, channel strategy, and ongoing launch momentum.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"launch strategy when the user wants to plan a product launch, feature announcement, or release strategy. also use when the user mentions 'launch,' 'product hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' or 'product update.' this skill covers phased launches, channel strategy, and ongoing launch momentum. launch-strategy-davila7 business & ops "},{"slug":"lead-research-assistant","kind":"skill","name":"Lead research assistant","tagline":"Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business development, and marketing professionals.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"lead research assistant identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. perfect for sales, business development, and marketing professionals. lead-research-assistant uncategorised "},{"slug":"legal-advisor-davila7","kind":"agent","name":"Legal advisor","tagline":"Use PROACTIVELY for privacy policies, terms of service, GDPR/CCPA compliance, legal notices, and regulatory documentation. Expert in technology law and data protection. Specifically:\\n\\n<example>\\nContext: A SaaS startup is preparing to launch and needs a privacy policy and terms of service before going live.\\nuser: \"We're launching our SaaS product next week and need a privacy policy and terms of service. We collect emails, usage analytics, and payment info via Stripe.\"\\nassistant: \"I'll draft a privacy policy and terms of service for your SaaS. First I need to confirm the jurisdictions you'll operate in, whether you'll serve EU/UK/California users, your data retention practices, and whether you use any subprocessors besides Stripe, so the documents cover the right regulations without assuming facts you haven't confirmed.\"\\n<commentary>\\nUse legal-advisor when drafting new compliance documents from scratch. The agent gathers jurisdiction and data-handling facts before drafting rather than assuming a generic template applies.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: A company expanded into the EU market and needs its existing terms of service and privacy policy audited for GDPR gaps.\\nuser: \"We just expanded to the EU. Can you review our existing ToS and privacy policy for GDPR compliance gaps?\"\\nassistant: \"I'll audit your existing documents against GDPR requirements — lawful basis for processing, data subject rights, DPA/subprocessor disclosures, and cross-border transfer mechanisms — and flag specific gaps with citations, rather than rewriting the documents wholesale.\"\\n<commentary>\\nUse legal-advisor for compliance audits of existing legal documents, not just first drafts. The agent should flag gaps precisely and avoid asserting a law applies without confirming the actual data flows.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: A marketing team wants to know if their planned cookie banner and consent flow are compliant before launch.\\nuser: \"Is a simple 'Accept All' cookie banner enough for our EU and California traffic?\"\\nassistant: \"I'll walk through what the ePrivacy Directive/GDPR and CCPA/CPRA require for cookie consent — including granular opt-in for non-essential cookies in the EU and opt-out signals like Global Privacy Control for California — and flag where 'Accept All' alone would fall short, based on the traffic mix you confirm.\"\\n<commentary>\\nUse legal-advisor for targeted compliance questions, not only full document drafting. Confirm the actual audience/jurisdiction mix before giving a definitive answer.\\n</commentary>\\n</example>","author":"davila7","license":"MIT","stars":32299,"dept":"legal","deptName":"Legal & compliance","task":"legal/meet-regulation","taskName":"Regulation & privacy","hay":"legal advisor use proactively for privacy policies, terms of service, gdpr/ccpa compliance, legal notices, and regulatory documentation. expert in technology law and data protection. specifically:\\n\\n<example>\\ncontext: a saas startup is preparing to launch and needs a privacy policy and terms of service before going live.\\nuser: \"we're launching our saas product next week and need a privacy policy and terms of service. we collect emails, usage analytics, and payment info via stripe.\"\\nassistant: \"i'll draft a privacy policy and terms of service for your saas. first i need to confirm the jurisdictions you'll operate in, whether you'll serve eu/uk/california users, your data retention practices, and whether you use any subprocessors besides stripe, so the documents cover the right regulations without assuming facts you haven't confirmed.\"\\n<commentary>\\nuse legal-advisor when drafting new compliance documents from scratch. the agent gathers jurisdiction and data-handling facts before drafting rather than assuming a generic template applies.\\n</commentary>\\n</example>\\n\\n<example>\\ncontext: a company expanded into the eu market and needs its existing terms of service and privacy policy audited for gdpr gaps.\\nuser: \"we just expanded to the eu. can you review our existing tos and privacy policy for gdpr compliance gaps?\"\\nassistant: \"i'll audit your existing documents against gdpr requirements — lawful basis for processing, data subject rights, dpa/subprocessor disclosures, and cross-border transfer mechanisms — and flag specific gaps with citations, rather than rewriting the documents wholesale.\"\\n<commentary>\\nuse legal-advisor for compliance audits of existing legal documents, not just first drafts. the agent should flag gaps precisely and avoid asserting a law applies without confirming the actual data flows.\\n</commentary>\\n</example>\\n\\n<example>\\ncontext: a marketing team wants to know if their planned cookie banner and consent flow are compliant before launch.\\nuser: \"is a simple 'accept all' cookie banner enough for our eu and california traffic?\"\\nassistant: \"i'll walk through what the eprivacy directive/gdpr and ccpa/cpra require for cookie consent — including granular opt-in for non-essential cookies in the eu and opt-out signals like global privacy control for california — and flag where 'accept all' alone would fall short, based on the traffic mix you confirm.\"\\n<commentary>\\nuse legal-advisor for targeted compliance questions, not only full document drafting. confirm the actual audience/jurisdiction mix before giving a definitive answer.\\n</commentary>\\n</example> legal-advisor-davila7 business & ops "},{"slug":"linear","kind":"skill","name":"Linear","tagline":"Manage issues, projects & team workflows in Linear. Use when the user wants to read, create or updates tickets in Linear.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"linear manage issues, projects & team workflows in linear. use when the user wants to read, create or updates tickets in linear. linear uncategorised "},{"slug":"luma-imagegen","kind":"skill","name":"Luma imagegen","tagline":"Use when the user asks to generate images via the Luma AI API (Dream Machine / Photon); collects a prompt and options interactively, then calls the API using the bundled script. Requires LUMA_API_KEY — will prompt the user if missing.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"luma imagegen use when the user asks to generate images via the luma ai api (dream machine / photon); collects a prompt and options interactively, then calls the api using the bundled script. requires luma_api_key — will prompt the user if missing. luma-imagegen coding "},{"slug":"mac-storage-cleaner","kind":"skill","name":"Mac storage cleaner","tagline":"Safely reclaim disk space on a Mac — the trustworthy, transparent, reversible alternative to CleanMyMac and similar tools. Use whenever the user says their Mac disk or storage is full or nearly full, gets a \"startup disk almost full\" / low-storage warning, asks to free up space, clean/clear caches, remove junk, delete leftover files from apps they uninstalled, or find what's eating their disk — in any language (e.g. English \"my mac is out of space\", \"free up disk\", \"clear caches\", \"what's taking up my storage\"; Georgian \"ქეში გაასუფთავე\", \"მეხსიერება გადამევსო\", \"ადგილი აღარ მაქვს\"). Surveys usage first, auto-clears only pure caches, moves anything riskier to the Trash (restorable), asks before anything expensive, logs every deletion, and reports what was freed. Do NOT use for cloud storage, RAM/memory-pressure, or a single named app's own in-app cache button.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"mac storage cleaner safely reclaim disk space on a mac — the trustworthy, transparent, reversible alternative to cleanmymac and similar tools. use whenever the user says their mac disk or storage is full or nearly full, gets a \"startup disk almost full\" / low-storage warning, asks to free up space, clean/clear caches, remove junk, delete leftover files from apps they uninstalled, or find what's eating their disk — in any language (e.g. english \"my mac is out of space\", \"free up disk\", \"clear caches\", \"what's taking up my storage\"; georgian \"ქეში გაასუფთავე\", \"მეხსიერება გადამევსო\", \"ადგილი აღარ მაქვს\"). surveys usage first, auto-clears only pure caches, moves anything riskier to the trash (restorable), asks before anything expensive, logs every deletion, and reports what was freed. do not use for cloud storage, ram/memory-pressure, or a single named app's own in-app cache button. mac-storage-cleaner uncategorised "},{"slug":"manim","kind":"skill","name":"Manim","tagline":"Comprehensive guide for Manim Community - Python framework for creating mathematical animations and educational videos with programmatic control","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"manim comprehensive guide for manim community - python framework for creating mathematical animations and educational videos with programmatic control manim uncategorised "},{"slug":"market-research-analyst","kind":"agent","name":"Market research analyst","tagline":"Market research and competitive analysis specialist. Use PROACTIVELY for comprehensive market intelligence, industry trends, competitive analysis, and strategic business insights.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"market research analyst market research and competitive analysis specialist. use proactively for comprehensive market intelligence, industry trends, competitive analysis, and strategic business insights. market-research-analyst business & ops "},{"slug":"market-researcher-davila7","kind":"agent","name":"Market researcher","tagline":"Use this agent when you need to analyze markets, understand consumer behavior, assess competitive landscapes, and size opportunities to inform business strategy and market entry decisions. Specifically:\\\\n\\\\n<example>\\\\nContext: A startup is planning to enter a new industry segment and needs comprehensive market sizing and opportunity analysis.\\\\nuser: \"We're considering entering the smart home healthcare market. Can you analyze market size, growth trends, and key competitors?\"\\\\nassistant: \"I'll use the market-researcher agent to conduct a comprehensive market analysis including sizing, growth projections, competitive mapping, consumer needs analysis, and strategic opportunity identification.\"\\\\n<commentary>\\\\nUse the market-researcher agent when you need systematic market analysis that combines sizing, trend validation, competitive intelligence, and consumer insights to support market entry or expansion decisions.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: A product team needs to understand consumer segments and validate their target market assumptions.\\\\nuser: \"I need to validate our target customer segments. Who are the early adopters and what do they value most?\"\\\\nassistant: \"I'll launch the market-researcher agent to conduct consumer behavior analysis, segment the market by demographics and psychographics, identify early adopter characteristics, and analyze their purchase drivers and satisfaction factors.\"\\\\n<commentary>\\\\nInvoke the market-researcher agent to conduct deep consumer segmentation and behavioral analysis that reveals target audience characteristics, decision journeys, and value perceptions.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: A board needs competitive positioning strategy and differentiation recommendations before launch.\\\\nuser: \"How are we positioned against competitors? Where's our differentiation advantage?\"\\\\nassistant: \"I'll use the market-researcher agent to map the competitive landscape, analyze competitor positioning, identify market gaps and white spaces, and recommend strategic positioning that leverages our unique value proposition.\"\\\\n<commentary>\\\\nUse the market-researcher agent when you need comprehensive competitive intelligence combined with market gap analysis to develop positioning and differentiation strategy.\\\\n</commentary>\\\\n</example>","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"market researcher use this agent when you need to analyze markets, understand consumer behavior, assess competitive landscapes, and size opportunities to inform business strategy and market entry decisions. specifically:\\\\n\\\\n<example>\\\\ncontext: a startup is planning to enter a new industry segment and needs comprehensive market sizing and opportunity analysis.\\\\nuser: \"we're considering entering the smart home healthcare market. can you analyze market size, growth trends, and key competitors?\"\\\\nassistant: \"i'll use the market-researcher agent to conduct a comprehensive market analysis including sizing, growth projections, competitive mapping, consumer needs analysis, and strategic opportunity identification.\"\\\\n<commentary>\\\\nuse the market-researcher agent when you need systematic market analysis that combines sizing, trend validation, competitive intelligence, and consumer insights to support market entry or expansion decisions.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: a product team needs to understand consumer segments and validate their target market assumptions.\\\\nuser: \"i need to validate our target customer segments. who are the early adopters and what do they value most?\"\\\\nassistant: \"i'll launch the market-researcher agent to conduct consumer behavior analysis, segment the market by demographics and psychographics, identify early adopter characteristics, and analyze their purchase drivers and satisfaction factors.\"\\\\n<commentary>\\\\ninvoke the market-researcher agent to conduct deep consumer segmentation and behavioral analysis that reveals target audience characteristics, decision journeys, and value perceptions.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: a board needs competitive positioning strategy and differentiation recommendations before launch.\\\\nuser: \"how are we positioned against competitors? where's our differentiation advantage?\"\\\\nassistant: \"i'll use the market-researcher agent to map the competitive landscape, analyze competitor positioning, identify market gaps and white spaces, and recommend strategic positioning that leverages our unique value proposition.\"\\\\n<commentary>\\\\nuse the market-researcher agent when you need comprehensive competitive intelligence combined with market gap analysis to develop positioning and differentiation strategy.\\\\n</commentary>\\\\n</example> market-researcher-davila7 business & ops "},{"slug":"marketing-attribution-analyst","kind":"agent","name":"Marketing attribution analyst","tagline":"Use when you need to model multi-touch attribution, measure marketing mix impact, validate channel performance with incrementality testing, or optimize budget allocation across paid/owned/earned channels. Specifically:\\\\n\\\\n<example>\\\\nContext: A DTC brand spends across paid search, paid social, and email but can't tell which channels are actually driving incremental revenue versus just claiming credit for conversions that would have happened anyway.\\\\nuser: \"Our last-click attribution says paid social drives 40% of revenue, but we're not sure that's real. How do we find out?\"\\\\nassistant: \"I'll first confirm your tracking stack (GA4/GTM/CDP), attribution window, and available spend/conversion data. Then I'll build a multi-touch attribution query alongside a geo-based incrementality test to validate whether paid social's credited revenue reflects true incremental lift or is displacing organic/brand-search conversions. I'll triangulate the MTA output against the incrementality result before recommending any budget shift.\"\\\\n<commentary>\\\\nUse marketing-attribution-analyst when the question is specifically about cross-channel credit assignment and causal validation of marketing spend. This differs from content-marketer (which measures content-specific engagement/ROI for a single content program) and market-researcher (external market sizing/customer research) — this agent works with the company's own tracking and spend data to answer \"which channel/touchpoint gets credit, and is that credit real.\"\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: A mid-market SaaS company with $2M/year in marketing spend wants to move from last-click attribution to something more defensible before their next board budget review.\\\\nuser: \"We need a real methodology to justify our channel budget split to the board next quarter. What should we actually use?\"\\\\nassistant: \"Given your spend level, I'll recommend a triangulated approach: a lightweight Bayesian MMM (e.g., Google Meridian) for strategic quarterly allocation, incrementality/holdout tests on your top 2-3 channels for causal validation, and multi-touch attribution for tactical, campaign-level optimization in between. I'll ask for your historical spend/conversion data and current tracking setup before building anything.\"\\\\n<commentary>\\\\nUse marketing-attribution-analyst for measurement-strategy decisions (which methodology fits the business's spend level and data maturity), not just for running one specific model. It differs from business-analyst, which focuses on broader operational/process data rather than marketing-channel causal measurement.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: A retailer's GA4 attribution numbers shifted significantly after a tracking migration and marketing wants to know if the channel mix actually changed or if it's a measurement artifact.\\\\nuser: \"Our GA4 numbers look totally different since we migrated our tagging setup last month. Did our channel mix actually shift, or is this a tracking issue?\"\\\\nassistant: \"I'll ask what changed in the migration (consent mode configuration, server-side tagging, conversion API setup) and pull the pre/post data. I'll check for signal-loss patterns consistent with consent or tagging gaps versus a genuine behavioral shift, and validate any real shift with an incrementality read before you act on the new numbers.\"\\\\n<commentary>\\\\nUse marketing-attribution-analyst for diagnosing tracking/measurement integrity issues that affect attribution output, not just building new models. Always distinguish a real channel-mix shift from a data-quality artifact before recommending action.\\\\n</commentary>\\\\n</example>","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/measure-marketing","taskName":"Attribution","hay":"marketing attribution analyst use when you need to model multi-touch attribution, measure marketing mix impact, validate channel performance with incrementality testing, or optimize budget allocation across paid/owned/earned channels. specifically:\\\\n\\\\n<example>\\\\ncontext: a dtc brand spends across paid search, paid social, and email but can't tell which channels are actually driving incremental revenue versus just claiming credit for conversions that would have happened anyway.\\\\nuser: \"our last-click attribution says paid social drives 40% of revenue, but we're not sure that's real. how do we find out?\"\\\\nassistant: \"i'll first confirm your tracking stack (ga4/gtm/cdp), attribution window, and available spend/conversion data. then i'll build a multi-touch attribution query alongside a geo-based incrementality test to validate whether paid social's credited revenue reflects true incremental lift or is displacing organic/brand-search conversions. i'll triangulate the mta output against the incrementality result before recommending any budget shift.\"\\\\n<commentary>\\\\nuse marketing-attribution-analyst when the question is specifically about cross-channel credit assignment and causal validation of marketing spend. this differs from content-marketer (which measures content-specific engagement/roi for a single content program) and market-researcher (external market sizing/customer research) — this agent works with the company's own tracking and spend data to answer \"which channel/touchpoint gets credit, and is that credit real.\"\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: a mid-market saas company with $2m/year in marketing spend wants to move from last-click attribution to something more defensible before their next board budget review.\\\\nuser: \"we need a real methodology to justify our channel budget split to the board next quarter. what should we actually use?\"\\\\nassistant: \"given your spend level, i'll recommend a triangulated approach: a lightweight bayesian mmm (e.g., google meridian) for strategic quarterly allocation, incrementality/holdout tests on your top 2-3 channels for causal validation, and multi-touch attribution for tactical, campaign-level optimization in between. i'll ask for your historical spend/conversion data and current tracking setup before building anything.\"\\\\n<commentary>\\\\nuse marketing-attribution-analyst for measurement-strategy decisions (which methodology fits the business's spend level and data maturity), not just for running one specific model. it differs from business-analyst, which focuses on broader operational/process data rather than marketing-channel causal measurement.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: a retailer's ga4 attribution numbers shifted significantly after a tracking migration and marketing wants to know if the channel mix actually changed or if it's a measurement artifact.\\\\nuser: \"our ga4 numbers look totally different since we migrated our tagging setup last month. did our channel mix actually shift, or is this a tracking issue?\"\\\\nassistant: \"i'll ask what changed in the migration (consent mode configuration, server-side tagging, conversion api setup) and pull the pre/post data. i'll check for signal-loss patterns consistent with consent or tagging gaps versus a genuine behavioral shift, and validate any real shift with an incrementality read before you act on the new numbers.\"\\\\n<commentary>\\\\nuse marketing-attribution-analyst for diagnosing tracking/measurement integrity issues that affect attribution output, not just building new models. always distinguish a real channel-mix shift from a data-quality artifact before recommending action.\\\\n</commentary>\\\\n</example> marketing-attribution-analyst marketing "},{"slug":"marketing-demand-acquisition-davila7","kind":"skill","name":"Marketing demand acquisition","tagline":"Multi-channel demand generation, paid media optimization, SEO strategy, and partnership programs for Series A+ startups. Includes CAC calculator, channel playbooks, HubSpot integration, and international expansion tactics. Use when planning demand generation campaigns, optimizing paid media, building SEO strategies, establishing partnerships, or when user mentions demand gen, paid ads, LinkedIn ads, Google ads, CAC, acquisition, lead generation, or pipeline generation.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"marketing demand acquisition multi-channel demand generation, paid media optimization, seo strategy, and partnership programs for series a+ startups. includes cac calculator, channel playbooks, hubspot integration, and international expansion tactics. use when planning demand generation campaigns, optimizing paid media, building seo strategies, establishing partnerships, or when user mentions demand gen, paid ads, linkedin ads, google ads, cac, acquisition, lead generation, or pipeline generation. marketing-demand-acquisition-davila7 business & ops "},{"slug":"marketing-ideas-davila7","kind":"skill","name":"Marketing ideas","tagline":"When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' or 'ideas to grow.' This skill provides 140 proven marketing approaches organized by category.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/plan-marketing","taskName":"Marketing strategy","hay":"marketing ideas when the user needs marketing ideas, inspiration, or strategies for their saas or software product. also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' or 'ideas to grow.' this skill provides 140 proven marketing approaches organized by category. marketing-ideas-davila7 marketing "},{"slug":"marketing-strategy-pmm-davila7","kind":"skill","name":"Marketing strategy pmm","tagline":"Product marketing, positioning, GTM strategy, and competitive intelligence. Includes ICP definition, April Dunford positioning methodology, launch playbooks, competitive battlecards, and international market entry guides. Use when developing positioning, planning product launches, creating messaging, analyzing competitors, entering new markets, enabling sales, or when user mentions product marketing, positioning, GTM, go-to-market, competitive analysis, market entry, or sales enablement.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"marketing strategy pmm product marketing, positioning, gtm strategy, and competitive intelligence. includes icp definition, april dunford positioning methodology, launch playbooks, competitive battlecards, and international market entry guides. use when developing positioning, planning product launches, creating messaging, analyzing competitors, entering new markets, enabling sales, or when user mentions product marketing, positioning, gtm, go-to-market, competitive analysis, market entry, or sales enablement. marketing-strategy-pmm-davila7 business & ops "},{"slug":"marp-slide","kind":"skill","name":"Marp slide","tagline":"Create professional Marp presentation slides with 7 beautiful themes (default, minimal, colorful, dark, gradient, tech, business). Use when users request slide creation, presentations, or Marp documents. Supports custom themes, image layouts, and \"make it look good\" requests with automatic quality improvements.","author":"davila7","license":"MIT","stars":32299,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"marp slide create professional marp presentation slides with 7 beautiful themes (default, minimal, colorful, dark, gradient, tech, business). use when users request slide creation, presentations, or marp documents. supports custom themes, image layouts, and \"make it look good\" requests with automatic quality improvements. marp-slide design & ui "},{"slug":"mdr-745-specialist-davila7","kind":"skill","name":"Mdr 745 specialist","tagline":"EU MDR 2017/745 regulation specialist and consultant for medical device requirement management. Provides comprehensive MDR compliance expertise, gap analysis, technical documentation guidance, clinical evidence requirements, and post-market surveillance implementation. Use for MDR compliance assessment, classification decisions, technical file preparation, and regulatory requirement interpretation.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"mdr 745 specialist eu mdr 2017/745 regulation specialist and consultant for medical device requirement management. provides comprehensive mdr compliance expertise, gap analysis, technical documentation guidance, clinical evidence requirements, and post-market surveillance implementation. use for mdr compliance assessment, classification decisions, technical file preparation, and regulatory requirement interpretation. mdr-745-specialist-davila7 business & ops "},{"slug":"meeting-insights-analyzer","kind":"skill","name":"Meeting insights analyzer","tagline":"Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to listen. Perfect for professionals seeking to improve their communication and leadership skills.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"meeting insights analyzer analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to listen. perfect for professionals seeking to improve their communication and leadership skills. meeting-insights-analyzer uncategorised "},{"slug":"meme-factory","kind":"skill","name":"Meme factory","tagline":"Generate memes using the memegen.link API. Use when users request memes, want to add humor to content, or need visual aids for social media. Supports 100+ popular templates with custom text and styling.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"meme factory generate memes using the memegen.link api. use when users request memes, want to add humor to content, or need visual aids for social media. supports 100+ popular templates with custom text and styling. meme-factory uncategorised "},{"slug":"mermaid-diagrams","kind":"skill","name":"Mermaid diagrams","tagline":"Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams including class diagrams (domain modeling, object-oriented design), sequence diagrams (application flows, API interactions, code execution), flowcharts (processes, algorithms, user journeys), entity relationship diagrams (database schemas), C4 architecture diagrams (system context, containers, components), state diagrams, git graphs, pie charts, gantt charts, or any other diagram type. Triggers include requests to \"diagram\", \"visualize\", \"model\", \"map out\", \"show the flow\", or when explaining system architecture, database design, code structure, or user/application flows.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"mermaid diagrams comprehensive guide for creating software diagrams using mermaid syntax. use when users need to create, visualize, or document software through diagrams including class diagrams (domain modeling, object-oriented design), sequence diagrams (application flows, api interactions, code execution), flowcharts (processes, algorithms, user journeys), entity relationship diagrams (database schemas), c4 architecture diagrams (system context, containers, components), state diagrams, git graphs, pie charts, gantt charts, or any other diagram type. triggers include requests to \"diagram\", \"visualize\", \"model\", \"map out\", \"show the flow\", or when explaining system architecture, database design, code structure, or user/application flows. mermaid-diagrams coding "},{"slug":"micro-saas-launcher","kind":"skill","name":"Micro SAAS launcher","tagline":"Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing to sustainable revenue. Ship in weeks, not months. Use when: micro saas, indie hacker, small saas, side project, saas mvp.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"micro saas launcher expert in launching small, focused saas products fast - the indie hacker approach to building profitable software. covers idea validation, mvp development, pricing, launch strategies, and growing to sustainable revenue. ship in weeks, not months. use when: micro saas, indie hacker, small saas, side project, saas mvp. micro-saas-launcher uncategorised "},{"slug":"mobile-design","kind":"skill","name":"Mobile design","tagline":"Mobile-first design thinking and decision-making for iOS and Android apps. Touch interaction, performance patterns, platform conventions. Teaches principles, not fixed values. Use when building React Native, Flutter, or native mobile apps.","author":"davila7","license":"MIT","stars":32299,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"mobile design mobile-first design thinking and decision-making for ios and android apps. touch interaction, performance patterns, platform conventions. teaches principles, not fixed values. use when building react native, flutter, or native mobile apps. mobile-design design & ui "},{"slug":"mobile-games","kind":"skill","name":"Mobile games","tagline":"Mobile game development principles. Touch input, battery, performance, app stores.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"mobile games mobile game development principles. touch input, battery, performance, app stores. mobile-games uncategorised "},{"slug":"motion-canvas","kind":"skill","name":"Motion canvas","tagline":"Complete production-ready guide for Motion Canvas with ESM/CommonJS workarounds, full setup templates, and troubleshooting for programmatic video creation using TypeScript","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"motion canvas complete production-ready guide for motion canvas with esm/commonjs workarounds, full setup templates, and troubleshooting for programmatic video creation using typescript motion-canvas uncategorised "},{"slug":"multiplayer","kind":"skill","name":"Multiplayer","tagline":"Multiplayer game development principles. Architecture, networking, synchronization.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"multiplayer multiplayer game development principles. architecture, networking, synchronization. multiplayer uncategorised "},{"slug":"naming-analyzer","kind":"skill","name":"Naming analyzer","tagline":"Suggest better variable, function, and class names based on context and conventions.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"naming analyzer suggest better variable, function, and class names based on context and conventions. naming-analyzer uncategorised "},{"slug":"nia-oracle","kind":"agent","name":"Nia oracle","tagline":"Expert research agent specialized in leveraging Nia's knowledge tools. Use PROACTIVELY for discovering repos/docs, deep technical research, remote codebases exploration, documentation queries, and cross-agent knowledge handoffs. Automatically indexes and searches discovered resources.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"nia oracle expert research agent specialized in leveraging nia's knowledge tools. use proactively for discovering repos/docs, deep technical research, remote codebases exploration, documentation queries, and cross-agent knowledge handoffs. automatically indexes and searches discovered resources. nia-oracle uncategorised "},{"slug":"notebooklm-davila7","kind":"skill","name":"notebooklm","tagline":"Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Drastically reduced hallucinations through document-only responses.","author":"davila7","license":"MIT","stars":32299,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"notebooklm use this skill to query your google notebooklm notebooks directly from claude code for source-grounded, citation-backed answers from gemini. browser automation, library management, persistent auth. drastically reduced hallucinations through document-only responses. notebooklm-davila7 business & ops "},{"slug":"notion-knowledge-capture","kind":"skill","name":"Notion knowledge capture","tagline":"Capture conversations and decisions into structured Notion pages; use when turning chats/notes into wiki entries, how-tos, decisions, or FAQs with proper linking.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"notion knowledge capture capture conversations and decisions into structured notion pages; use when turning chats/notes into wiki entries, how-tos, decisions, or faqs with proper linking. notion-knowledge-capture uncategorised "},{"slug":"notion-meeting-intelligence","kind":"skill","name":"Notion meeting intelligence","tagline":"Prepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to attendees.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"notion meeting intelligence prepare meeting materials with notion context and codex research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to attendees. notion-meeting-intelligence uncategorised "},{"slug":"notion-research-documentation","kind":"skill","name":"Notion research documentation","tagline":"Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs, comparisons, or reports with citations.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/write-dev-docs","taskName":"Developer docs","hay":"notion research documentation research across notion and synthesize into structured documentation; use when gathering info from multiple notion sources to produce briefs, comparisons, or reports with citations. notion-research-documentation coding "},{"slug":"notion-spec-to-implementation","kind":"skill","name":"Notion spec to implementation","tagline":"Turn Notion specs into implementation plans, tasks, and progress tracking; use when implementing PRDs/feature specs and creating Notion plans + tasks from them.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"notion spec to implementation turn notion specs into implementation plans, tasks, and progress tracking; use when implementing prds/feature specs and creating notion plans + tasks from them. notion-spec-to-implementation business & ops "},{"slug":"notion-template-business","kind":"skill","name":"Notion template business","tagline":"Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, marketing, and scaling to real revenue. Use when: notion template, sell templates, digital product, notion business, gumroad.","author":"davila7","license":"MIT","stars":32299,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"notion template business expert in building and selling notion templates as a business - not just making templates, but building a sustainable digital product business. covers template design, pricing, marketplaces, marketing, and scaling to real revenue. use when: notion template, sell templates, digital product, notion business, gumroad. notion-template-business sales & ecommerce "},{"slug":"nowait-reasoning-optimizer","kind":"skill","name":"Nowait reasoning optimizer","tagline":"Implements the NOWAIT technique for efficient reasoning in R1-style LLMs. Use when optimizing inference of reasoning models (QwQ, DeepSeek-R1, Phi4-Reasoning, Qwen3, Kimi-VL, QvQ), reducing chain-of-thought token usage by 27-51% while preserving accuracy. Triggers on \"optimize reasoning\", \"reduce thinking tokens\", \"efficient inference\", \"suppress reflection tokens\", or when working with verbose CoT outputs.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"nowait reasoning optimizer implements the nowait technique for efficient reasoning in r1-style llms. use when optimizing inference of reasoning models (qwq, deepseek-r1, phi4-reasoning, qwen3, kimi-vl, qvq), reducing chain-of-thought token usage by 27-51% while preserving accuracy. triggers on \"optimize reasoning\", \"reduce thinking tokens\", \"efficient inference\", \"suppress reflection tokens\", or when working with verbose cot outputs. nowait-reasoning-optimizer data & ai "},{"slug":"obsidian-clipper-template-creator","kind":"skill","name":"Obsidian clipper template creator","tagline":"Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"obsidian clipper template creator guide for creating templates for the obsidian web clipper. use when you want to create a new clipping template, understand available variables, or format clipped content. obsidian-clipper-template-creator uncategorised "},{"slug":"onboarding-cro-davila7","kind":"skill","name":"Onboarding CRO","tagline":"When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions \"onboarding flow,\" \"activation rate,\" \"user activation,\" \"first-run experience,\" \"empty states,\" \"onboarding checklist,\" \"aha moment,\" or \"new user experience.\" For signup/registration optimization, see signup-flow-cro. For ongoing email sequences, see email-sequence.","author":"davila7","license":"MIT","stars":32299,"dept":"support","deptName":"Customer support","task":"support/onboard-customer","taskName":"Customer onboarding","hay":"onboarding cro when the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. also use when the user mentions \"onboarding flow,\" \"activation rate,\" \"user activation,\" \"first-run experience,\" \"empty states,\" \"onboarding checklist,\" \"aha moment,\" or \"new user experience.\" for signup/registration optimization, see signup-flow-cro. for ongoing email sequences, see email-sequence. onboarding-cro-davila7 business & ops "},{"slug":"page-cro-davila7","kind":"skill","name":"Page CRO","tagline":"When the user wants to optimize, improve, or increase conversions on any marketing page — including homepage, landing pages, pricing pages, feature pages, or blog posts. Also use when the user says \"CRO,\" \"conversion rate optimization,\" \"this page isn't converting,\" \"improve conversions,\" or \"why isn't this page working.\" For signup/registration flows, see signup-flow-cro. For post-signup activation, see onboarding-cro. For forms outside of signup, see form-cro. For popups/modals, see popup-cro.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"page cro when the user wants to optimize, improve, or increase conversions on any marketing page — including homepage, landing pages, pricing pages, feature pages, or blog posts. also use when the user says \"cro,\" \"conversion rate optimization,\" \"this page isn't converting,\" \"improve conversions,\" or \"why isn't this page working.\" for signup/registration flows, see signup-flow-cro. for post-signup activation, see onboarding-cro. for forms outside of signup, see form-cro. for popups/modals, see popup-cro. page-cro-davila7 uncategorised "},{"slug":"paid-ads-davila7","kind":"skill","name":"Paid ads","tagline":"When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ad copy,' 'ad creative,' 'ROAS,' 'CPA,' 'ad campaign,' 'retargeting,' or 'audience targeting.' This skill covers campaign strategy, ad creation, audience targeting, and optimization.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/run-search-ads","taskName":"Search ads","hay":"paid ads when the user wants help with paid advertising campaigns on google ads, meta (facebook/instagram), linkedin, twitter/x, or other ad platforms. also use when the user mentions 'ppc,' 'paid media,' 'ad copy,' 'ad creative,' 'roas,' 'cpa,' 'ad campaign,' 'retargeting,' or 'audience targeting.' this skill covers campaign strategy, ad creation, audience targeting, and optimization. paid-ads-davila7 marketing "},{"slug":"patentfig","kind":"skill","name":"Patentfig","tagline":"Generate patent-office-compliant figures via the PatentFig AI API — patent line art from text (PNG or SVG), vectorize drawings to SVG/DXF/vector PDF, AI-upscale images, and convert to filing-ready TIFF/PDF/PNG. Use when the user asks for patent drawings, patent figures, invention diagrams, USPTO/EPO-compliant line art, vectorizing a drawing for CAD, or preparing figures for a patent filing. Requires a PATENTFIG_API_KEY environment variable.","author":"davila7","license":"MIT","stars":32299,"dept":"legal","deptName":"Legal & compliance","task":"legal/file-ip","taskName":"Patents & IP","hay":"patentfig generate patent-office-compliant figures via the patentfig ai api — patent line art from text (png or svg), vectorize drawings to svg/dxf/vector pdf, ai-upscale images, and convert to filing-ready tiff/pdf/png. use when the user asks for patent drawings, patent figures, invention diagrams, uspto/epo-compliant line art, vectorizing a drawing for cad, or preparing figures for a patent filing. requires a patentfig_api_key environment variable. patentfig business & ops "},{"slug":"payment-integration-davila7","kind":"agent","name":"Payment integration","tagline":"Payment systems integration specialist. Use PROACTIVELY for Stripe, PayPal, and payment processor implementations, checkout flows, subscription billing, webhook handling, and PCI compliance.","author":"davila7","license":"MIT","stars":32299,"dept":"finance","deptName":"Finance","task":"finance/do-books","taskName":"Bookkeeping","hay":"payment integration payment systems integration specialist. use proactively for stripe, paypal, and payment processor implementations, checkout flows, subscription billing, webhook handling, and pci compliance. payment-integration-davila7 business & ops "},{"slug":"paywall-upgrade-cro-davila7","kind":"skill","name":"Paywall upgrade CRO","tagline":"When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,\" \"upsell,\" \"feature gate,\" \"convert free to paid,\" \"freemium conversion,\" \"trial expiration screen,\" \"limit reached screen,\" \"plan upgrade prompt,\" or \"in-app pricing.\" Distinct from public pricing pages (see page-cro) — this skill focuses on in-product upgrade moments where the user has already experienced value.","author":"davila7","license":"MIT","stars":32299,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"paywall upgrade cro when the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,\" \"upsell,\" \"feature gate,\" \"convert free to paid,\" \"freemium conversion,\" \"trial expiration screen,\" \"limit reached screen,\" \"plan upgrade prompt,\" or \"in-app pricing.\" distinct from public pricing pages (see page-cro) — this skill focuses on in-product upgrade moments where the user has already experienced value. paywall-upgrade-cro-davila7 sales & ecommerce "},{"slug":"pc-games","kind":"skill","name":"Pc games","tagline":"PC and console game development principles. Engine selection, platform features, optimization strategies.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"pc games pc and console game development principles. engine selection, platform features, optimization strategies. pc-games uncategorised "},{"slug":"performance-optimizer","kind":"skill","name":"Performance optimizer","tagline":"Identifies and fixes performance bottlenecks in code, databases, and APIs. Measures before and after to prove improvements.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"performance optimizer identifies and fixes performance bottlenecks in code, databases, and apis. measures before and after to prove improvements. performance-optimizer coding "},{"slug":"personal-tool-builder","kind":"skill","name":"Personal tool builder","tagline":"Expert in building custom tools that solve your own problems first. The best products often start as personal tools - scratch your own itch, build for yourself, then discover others have the same itch. Covers rapid prototyping, local-first apps, CLI tools, scripts that grow into products, and the art of dogfooding. Use when: build a tool, personal tool, scratch my itch, solve my problem, CLI tool.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"personal tool builder expert in building custom tools that solve your own problems first. the best products often start as personal tools - scratch your own itch, build for yourself, then discover others have the same itch. covers rapid prototyping, local-first apps, cli tools, scripts that grow into products, and the art of dogfooding. use when: build a tool, personal tool, scratch my itch, solve my problem, cli tool. personal-tool-builder uncategorised "},{"slug":"plan-writing","kind":"skill","name":"Plan writing","tagline":"Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"plan writing structured task planning with clear breakdowns, dependencies, and verification criteria. use when implementing features, refactoring, or any multi-step work. plan-writing uncategorised "},{"slug":"planning-with-files","kind":"skill","name":"Planning with files","tagline":"Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"planning with files implements manus-style file-based planning for complex tasks. creates task_plan.md, findings.md, and progress.md. use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls. planning-with-files business & ops "},{"slug":"podcast-content-analyzer","kind":"agent","name":"Podcast content analyzer","tagline":"Podcast content analysis specialist. Use PROACTIVELY for identifying viral moments, creating chapter markers, extracting SEO keywords, and scoring engagement potential from transcripts.","author":"davila7","license":"MIT","stars":32299,"dept":"media","deptName":"Content creator","task":"media/make-podcast","taskName":"Podcast & newsletter","hay":"podcast content analyzer podcast content analysis specialist. use proactively for identifying viral moments, creating chapter markers, extracting seo keywords, and scoring engagement potential from transcripts. podcast-content-analyzer creator "},{"slug":"podcast-editor","kind":"agent","name":"Podcast editor","tagline":"Podcast editing and post-production specialist. Use PROACTIVELY for audio editing guidance, show notes creation, chapter markers, timestamp management, and podcast publishing workflows.","author":"davila7","license":"MIT","stars":32299,"dept":"media","deptName":"Content creator","task":"media/make-podcast","taskName":"Podcast & newsletter","hay":"podcast editor podcast editing and post-production specialist. use proactively for audio editing guidance, show notes creation, chapter markers, timestamp management, and podcast publishing workflows. podcast-editor creator "},{"slug":"podcast-metadata-specialist","kind":"agent","name":"Podcast metadata specialist","tagline":"Podcast metadata and show notes specialist. Use PROACTIVELY for SEO-optimized titles, chapter markers, platform-specific descriptions, and comprehensive publishing metadata.","author":"davila7","license":"MIT","stars":32299,"dept":"media","deptName":"Content creator","task":"media/make-podcast","taskName":"Podcast & newsletter","hay":"podcast metadata specialist podcast metadata and show notes specialist. use proactively for seo-optimized titles, chapter markers, platform-specific descriptions, and comprehensive publishing metadata. podcast-metadata-specialist creator "},{"slug":"podcast-transcriber","kind":"agent","name":"Podcast transcriber","tagline":"Audio transcription specialist. Use PROACTIVELY for extracting accurate transcripts from media files with speaker identification, timestamps, and structured output.","author":"davila7","license":"MIT","stars":32299,"dept":"media","deptName":"Content creator","task":"media/make-podcast","taskName":"Podcast & newsletter","hay":"podcast transcriber audio transcription specialist. use proactively for extracting accurate transcripts from media files with speaker identification, timestamps, and structured output. podcast-transcriber creator "},{"slug":"podcast-trend-scout","kind":"agent","name":"Podcast trend scout","tagline":"Podcast trend analysis specialist. Use PROACTIVELY for identifying emerging tech topics, breaking developments, and timely content suggestions for podcast episodes.","author":"davila7","license":"MIT","stars":32299,"dept":"media","deptName":"Content creator","task":"media/make-podcast","taskName":"Podcast & newsletter","hay":"podcast trend scout podcast trend analysis specialist. use proactively for identifying emerging tech topics, breaking developments, and timely content suggestions for podcast episodes. podcast-trend-scout creator "},{"slug":"premium-web-design","kind":"skill","name":"Premium web design","tagline":"Create premium, Awwwards-quality website designs as React (.jsx) components that look like they were built by a top-tier agency charging $50k+ per project. Use this skill whenever the user asks for a website, landing page, portfolio, or web component that should look expensive, premium, luxury, editorial, high-end, or agency-quality. Also trigger when the user mentions Awwwards, FWA, award-winning design, or references brands like Apple, Aesop, Bottega Veneta, Stripe, or any luxury/fashion/design-forward brand. Trigger when the user says things like \"make it look professional\", make it look expensive\", \"I want it to look really good\", \"high quality design\", \"not generic\", or expresses dissatisfaction with typical AI-generated website aesthetics. Do NOT trigger for dashboards, admin panels, internal tools, or functional UI where aesthetics are secondary to utility — the standard frontend-design skill handles those.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/ui-components","taskName":"UI components","hay":"premium web design create premium, awwwards-quality website designs as react (.jsx) components that look like they were built by a top-tier agency charging $50k+ per project. use this skill whenever the user asks for a website, landing page, portfolio, or web component that should look expensive, premium, luxury, editorial, high-end, or agency-quality. also trigger when the user mentions awwwards, fwa, award-winning design, or references brands like apple, aesop, bottega veneta, stripe, or any luxury/fashion/design-forward brand. trigger when the user says things like \"make it look professional\", make it look expensive\", \"i want it to look really good\", \"high quality design\", \"not generic\", or expresses dissatisfaction with typical ai-generated website aesthetics. do not trigger for dashboards, admin panels, internal tools, or functional ui where aesthetics are secondary to utility — the standard frontend-design skill handles those. premium-web-design coding "},{"slug":"pricing-strategy-davila7","kind":"skill","name":"Pricing strategy","tagline":"When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' or 'monetization.' This skill covers pricing research, tier structure, and packaging strategy.","author":"davila7","license":"MIT","stars":32299,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"pricing strategy when the user wants help with pricing decisions, packaging, or monetization strategy. also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'van westendorp,' 'willingness to pay,' or 'monetization.' this skill covers pricing research, tier structure, and packaging strategy. pricing-strategy-davila7 sales & ecommerce "},{"slug":"product-manager-davila7","kind":"agent","name":"Product manager","tagline":"Use this agent when you need to make product strategy decisions, prioritize features, or define roadmap plans based on user needs and business goals. Specifically:\\\\n\\\\n<example>\\\\nContext: User is deciding whether to build feature A (high user demand, low revenue impact) or feature B (medium demand, high revenue impact).\\\\nuser: \"We have two features competing for Q2. How should we prioritize? Feature A is requested by many users but won't directly drive revenue. Feature B is less requested but could increase our ARPU significantly.\"\\\\nassistant: \"I'll help you analyze this using product prioritization frameworks. Let me assess the impact, effort, and strategic alignment of both features to recommend a prioritized roadmap that balances user value and business growth.\"\\\\n<commentary>\\\\nUse the product-manager agent when you need to balance competing priorities using data-driven frameworks like RICE scoring, user satisfaction metrics, and business impact analysis. product-strategist also covers prioritization/roadmap work, but product-manager owns the end-to-end discovery-to-launch execution and day-to-day prioritization calls.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: User is planning the next quarter and needs to structure goals around product vision and market opportunity.\\\\nuser: \"We want to increase retention from 60% to 75% next quarter. What should be our focus areas and how do we measure success?\"\\\\nassistant: \"I'll develop a strategic roadmap with clear OKRs, identify the retention bottlenecks through user research insights, and prioritize features that address your highest-impact pain points. I'll also establish success metrics and recommend a launch strategy, using only baseline figures you or your analytics can confirm.\"\\\\n<commentary>\\\\nInvoke the product-manager agent when you need to develop quarterly strategy, set metrics-driven goals, and create detailed roadmaps aligned with measurable business outcomes.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: User has gathered user feedback about pain points but needs to validate and prioritize what to build.\\\\nuser: \"Our support team says users are frustrated with onboarding. We've collected 50 feedback items. How do we know what to build first?\"\\\\nassistant: \"I'll analyze the feedback patterns, validate the problem through usage data and user interviews, assess the impact on retention and NPS, and create a prioritized list of improvements using pain point analysis and effort estimation.\"\\\\n<commentary>\\\\nUse the product-manager agent when you need to synthesize qualitative feedback into validated product requirements, translate user problems into prioritized solutions, and ensure alignment with business objectives. Once a decision is made, hand off to se-product-manager-advisor to turn it into GitHub issues.\\\\n</commentary>\\\\n</example>","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"product manager use this agent when you need to make product strategy decisions, prioritize features, or define roadmap plans based on user needs and business goals. specifically:\\\\n\\\\n<example>\\\\ncontext: user is deciding whether to build feature a (high user demand, low revenue impact) or feature b (medium demand, high revenue impact).\\\\nuser: \"we have two features competing for q2. how should we prioritize? feature a is requested by many users but won't directly drive revenue. feature b is less requested but could increase our arpu significantly.\"\\\\nassistant: \"i'll help you analyze this using product prioritization frameworks. let me assess the impact, effort, and strategic alignment of both features to recommend a prioritized roadmap that balances user value and business growth.\"\\\\n<commentary>\\\\nuse the product-manager agent when you need to balance competing priorities using data-driven frameworks like rice scoring, user satisfaction metrics, and business impact analysis. product-strategist also covers prioritization/roadmap work, but product-manager owns the end-to-end discovery-to-launch execution and day-to-day prioritization calls.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: user is planning the next quarter and needs to structure goals around product vision and market opportunity.\\\\nuser: \"we want to increase retention from 60% to 75% next quarter. what should be our focus areas and how do we measure success?\"\\\\nassistant: \"i'll develop a strategic roadmap with clear okrs, identify the retention bottlenecks through user research insights, and prioritize features that address your highest-impact pain points. i'll also establish success metrics and recommend a launch strategy, using only baseline figures you or your analytics can confirm.\"\\\\n<commentary>\\\\ninvoke the product-manager agent when you need to develop quarterly strategy, set metrics-driven goals, and create detailed roadmaps aligned with measurable business outcomes.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: user has gathered user feedback about pain points but needs to validate and prioritize what to build.\\\\nuser: \"our support team says users are frustrated with onboarding. we've collected 50 feedback items. how do we know what to build first?\"\\\\nassistant: \"i'll analyze the feedback patterns, validate the problem through usage data and user interviews, assess the impact on retention and nps, and create a prioritized list of improvements using pain point analysis and effort estimation.\"\\\\n<commentary>\\\\nuse the product-manager agent when you need to synthesize qualitative feedback into validated product requirements, translate user problems into prioritized solutions, and ensure alignment with business objectives. once a decision is made, hand off to se-product-manager-advisor to turn it into github issues.\\\\n</commentary>\\\\n</example> product-manager-davila7 business & ops "},{"slug":"product-manager-toolkit-davila7","kind":"skill","name":"Product manager toolkit","tagline":"Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"product manager toolkit comprehensive toolkit for product managers including rice prioritization, customer interview analysis, prd templates, discovery frameworks, and go-to-market strategies. use for feature prioritization, user research synthesis, requirement documentation, and product strategy development. product-manager-toolkit-davila7 business & ops "},{"slug":"product-strategist-davila7-2","kind":"skill","name":"Product strategist","tagline":"Strategic product leadership toolkit for Head of Product including OKR cascade generation, market analysis, vision setting, and team scaling. Use for strategic planning, goal alignment, competitive analysis, and organizational design.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"product strategist strategic product leadership toolkit for head of product including okr cascade generation, market analysis, vision setting, and team scaling. use for strategic planning, goal alignment, competitive analysis, and organizational design. product-strategist-davila7-2 business & ops "},{"slug":"product-strategist-davila7","kind":"agent","name":"Product strategist","tagline":"Product strategy and roadmap planning specialist. Use PROACTIVELY for product positioning, market analysis, feature prioritization, go-to-market strategy, and competitive intelligence.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"product strategist product strategy and roadmap planning specialist. use proactively for product positioning, market analysis, feature prioritization, go-to-market strategy, and competitive intelligence. product-strategist-davila7 business & ops "},{"slug":"professional-communication","kind":"skill","name":"Professional communication","tagline":"Guide technical communication for software developers. Covers email structure, team messaging etiquette, meeting agendas, and adapting messages for technical vs non-technical audiences. Use when drafting professional messages, preparing meeting communications, or improving written communication.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"professional communication guide technical communication for software developers. covers email structure, team messaging etiquette, meeting agendas, and adapting messages for technical vs non-technical audiences. use when drafting professional messages, preparing meeting communications, or improving written communication. professional-communication uncategorised "},{"slug":"programmatic-seo-davila7","kind":"skill","name":"Programmatic SEO","tagline":"When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions \"programmatic SEO,\" \"template pages,\" \"pages at scale,\" \"directory pages,\" \"location pages,\" \"[keyword] + [city] pages,\" \"comparison pages,\" \"integration pages,\" or \"building many pages for SEO.\" For auditing existing SEO issues, see seo-audit.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"programmatic seo when the user wants to create seo-driven pages at scale using templates and data. also use when the user mentions \"programmatic seo,\" \"template pages,\" \"pages at scale,\" \"directory pages,\" \"location pages,\" \"[keyword] + [city] pages,\" \"comparison pages,\" \"integration pages,\" or \"building many pages for seo.\" for auditing existing seo issues, see seo-audit. programmatic-seo-davila7 marketing "},{"slug":"project-manager-davila7","kind":"agent","name":"Project manager","tagline":"Use this agent when you need to establish project plans, track execution progress, manage risks, control budget/schedule, and coordinate stakeholders across complex initiatives. Specifically:\\\\n\\\\n<example>\\\\nContext: A software team is starting a major product release with multiple dependencies and tight deadlines. The stakeholders need a comprehensive project plan with timeline, resource allocation, and risk mitigation strategies.\\\\nuser: \"We're launching a new payment processing platform in Q2. Can you help us plan the project, identify risks, and set up tracking?\"\\\\nassistant: \"I'll establish a comprehensive project management plan including scope definition, work breakdown structure, detailed timeline with milestones, resource allocation strategy, risk register with mitigation plans, budget estimates, and communication protocols. I'll also set up progress tracking mechanisms and escalation procedures.\"\\\\n<commentary>\\\\nInvoke project-manager when a project needs comprehensive planning from inception, including scope, timeline, budget, resources, and risk management. This is distinct from scrum-master (which facilitates team execution within sprints) and differs in scope than a single-area task.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: A mid-project review shows the team is running 2 weeks behind schedule, budget is trending 12% over, and there are unresolved dependency issues with another team.\\\\nuser: \"Our project is sliding. We're behind schedule, over budget, and stuck waiting on another team. I need to understand what's happening and how to fix it.\"\\\\nassistant: \"I'll conduct a project health assessment: analyze schedule variance and critical path to identify what's causing the delay, review budget performance and forecast final costs, identify blocking dependencies and propose resolution strategies, assess risk mitigation effectiveness, and develop a corrective action plan with stakeholder communication strategy.\"\\\\n<commentary>\\\\nUse project-manager when a project is in execution phase and you need to address performance issues (schedule, budget, scope, quality) or resolve cross-team dependencies and blockers. Project-manager handles systemic project problems, not just individual team execution.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: A project is nearing completion with deliverables ready for handoff. The team needs to verify all objectives were met, document lessons learned, and properly close the project.\\\\nuser: \"We're wrapping up the mobile app redesign. Everything seems done but I want to make sure we're closing this properly. Need to document what we learned and ensure all deliverables are signed off.\"\\\\nassistant: \"I'll manage project closure: verify all deliverables against acceptance criteria, confirm stakeholder sign-off, facilitate lessons learned session to capture what worked well and areas for improvement, ensure complete documentation, conduct team retrospective, and create archive for future reference. I'll also compile final metrics on schedule, budget, quality, and team satisfaction.\"\\\\n<commentary>\\\\nInvoke project-manager at the end of a project lifecycle to ensure proper closure, stakeholder handoff, documentation completion, and organizational learning. This captures the full project management cycle from planning through closure.\\\\n</commentary>\\\\n</example>","author":"davila7","license":"MIT","stars":32299,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"project manager use this agent when you need to establish project plans, track execution progress, manage risks, control budget/schedule, and coordinate stakeholders across complex initiatives. specifically:\\\\n\\\\n<example>\\\\ncontext: a software team is starting a major product release with multiple dependencies and tight deadlines. the stakeholders need a comprehensive project plan with timeline, resource allocation, and risk mitigation strategies.\\\\nuser: \"we're launching a new payment processing platform in q2. can you help us plan the project, identify risks, and set up tracking?\"\\\\nassistant: \"i'll establish a comprehensive project management plan including scope definition, work breakdown structure, detailed timeline with milestones, resource allocation strategy, risk register with mitigation plans, budget estimates, and communication protocols. i'll also set up progress tracking mechanisms and escalation procedures.\"\\\\n<commentary>\\\\ninvoke project-manager when a project needs comprehensive planning from inception, including scope, timeline, budget, resources, and risk management. this is distinct from scrum-master (which facilitates team execution within sprints) and differs in scope than a single-area task.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: a mid-project review shows the team is running 2 weeks behind schedule, budget is trending 12% over, and there are unresolved dependency issues with another team.\\\\nuser: \"our project is sliding. we're behind schedule, over budget, and stuck waiting on another team. i need to understand what's happening and how to fix it.\"\\\\nassistant: \"i'll conduct a project health assessment: analyze schedule variance and critical path to identify what's causing the delay, review budget performance and forecast final costs, identify blocking dependencies and propose resolution strategies, assess risk mitigation effectiveness, and develop a corrective action plan with stakeholder communication strategy.\"\\\\n<commentary>\\\\nuse project-manager when a project is in execution phase and you need to address performance issues (schedule, budget, scope, quality) or resolve cross-team dependencies and blockers. project-manager handles systemic project problems, not just individual team execution.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: a project is nearing completion with deliverables ready for handoff. the team needs to verify all objectives were met, document lessons learned, and properly close the project.\\\\nuser: \"we're wrapping up the mobile app redesign. everything seems done but i want to make sure we're closing this properly. need to document what we learned and ensure all deliverables are signed off.\"\\\\nassistant: \"i'll manage project closure: verify all deliverables against acceptance criteria, confirm stakeholder sign-off, facilitate lessons learned session to capture what worked well and areas for improvement, ensure complete documentation, conduct team retrospective, and create archive for future reference. i'll also compile final metrics on schedule, budget, quality, and team satisfaction.\"\\\\n<commentary>\\\\ninvoke project-manager at the end of a project lifecycle to ensure proper closure, stakeholder handoff, documentation completion, and organizational learning. this captures the full project management cycle from planning through closure.\\\\n</commentary>\\\\n</example> project-manager-davila7 business & ops "},{"slug":"project-supervisor-orchestrator","kind":"agent","name":"Project supervisor orchestrator","tagline":"Project workflow orchestrator. Use PROACTIVELY for managing complex multi-step workflows that coordinate multiple specialized agents in sequence with intelligent routing and payload validation.","author":"davila7","license":"MIT","stars":32299,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"project supervisor orchestrator project workflow orchestrator. use proactively for managing complex multi-step workflows that coordinate multiple specialized agents in sequence with intelligent routing and payload validation. project-supervisor-orchestrator business & ops "},{"slug":"qms-audit-expert-davila7","kind":"skill","name":"Qms audit expert","tagline":"Senior QMS Audit Expert for internal and external quality management system auditing. Provides ISO 13485 audit expertise, audit program management, nonconformity identification, and corrective action verification. Use for internal audit planning, external audit preparation, audit execution, and audit follow-up activities.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"qms audit expert senior qms audit expert for internal and external quality management system auditing. provides iso 13485 audit expertise, audit program management, nonconformity identification, and corrective action verification. use for internal audit planning, external audit preparation, audit execution, and audit follow-up activities. qms-audit-expert-davila7 uncategorised "},{"slug":"quality-documentation-manager-davila7","kind":"skill","name":"Quality documentation manager","tagline":"Senior Quality Documentation Manager for comprehensive documentation control and regulatory document review. Provides document management system design, change control, configuration management, and regulatory documentation oversight. Use for document control system implementation, regulatory document review, change management, and documentation compliance verification.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/write-dev-docs","taskName":"Developer docs","hay":"quality documentation manager senior quality documentation manager for comprehensive documentation control and regulatory document review. provides document management system design, change control, configuration management, and regulatory documentation oversight. use for document control system implementation, regulatory document review, change management, and documentation compliance verification. quality-documentation-manager-davila7 coding "},{"slug":"quality-manager-qmr-davila7","kind":"skill","name":"Quality manager qmr","tagline":"Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides overall quality system responsibility, regulatory compliance oversight, management accountability, and strategic quality leadership. Use for quality system governance, regulatory compliance oversight, management responsibility, and quality strategic planning.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"quality manager qmr senior quality manager responsible person (qmr) for healthtech and medtech companies. provides overall quality system responsibility, regulatory compliance oversight, management accountability, and strategic quality leadership. use for quality system governance, regulatory compliance oversight, management responsibility, and quality strategic planning. quality-manager-qmr-davila7 business & ops "},{"slug":"quality-manager-qms-iso13485-davila7","kind":"skill","name":"Quality manager qms iso13485","tagline":"ISO 13485 Quality Management System specialist for medical device companies. Provides QMS implementation, maintenance, process optimization, and compliance expertise. Use for QMS design, documentation control, management review, internal auditing, corrective actions, and ISO 13485 certification activities.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"quality manager qms iso13485 iso 13485 quality management system specialist for medical device companies. provides qms implementation, maintenance, process optimization, and compliance expertise. use for qms design, documentation control, management review, internal auditing, corrective actions, and iso 13485 certification activities. quality-manager-qms-iso13485-davila7 uncategorised "},{"slug":"query-clarifier","kind":"agent","name":"Query clarifier","tagline":"Use this agent when you need to analyze research queries for clarity and determine if user clarification is needed before proceeding with research. This agent should be invoked at the beginning of research workflows to ensure queries are specific and actionable. Examples: <example>Context: The user has created a query-clarifier agent to analyze research queries for clarity. user: \"Tell me about AI\" assistant: \"I'll use the query-clarifier agent to analyze this query for clarity and determine if we need more specific information.\" <commentary>Since the query is quite broad and could refer to many aspects of AI, the query-clarifier agent should analyze it and likely request clarification about which specific aspect of AI the user is interested in.</commentary></example> <example>Context: The user has created a query-clarifier agent to ensure research queries are actionable. user: \"Compare the performance of different sorting algorithms in terms of time complexity\" assistant: \"Let me analyze this query with the query-clarifier agent to ensure it's clear and specific enough for research.\" <commentary>This query is relatively clear but the agent should still analyze it to confirm no clarification is needed before proceeding with the research.</commentary></example>","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"query clarifier use this agent when you need to analyze research queries for clarity and determine if user clarification is needed before proceeding with research. this agent should be invoked at the beginning of research workflows to ensure queries are specific and actionable. examples: <example>context: the user has created a query-clarifier agent to analyze research queries for clarity. user: \"tell me about ai\" assistant: \"i'll use the query-clarifier agent to analyze this query for clarity and determine if we need more specific information.\" <commentary>since the query is quite broad and could refer to many aspects of ai, the query-clarifier agent should analyze it and likely request clarification about which specific aspect of ai the user is interested in.</commentary></example> <example>context: the user has created a query-clarifier agent to ensure research queries are actionable. user: \"compare the performance of different sorting algorithms in terms of time complexity\" assistant: \"let me analyze this query with the query-clarifier agent to ensure it's clear and specific enough for research.\" <commentary>this query is relatively clear but the agent should still analyze it to confirm no clarification is needed before proceeding with the research.</commentary></example> query-clarifier uncategorised "},{"slug":"raffle-winner-picker","kind":"skill","name":"Raffle winner picker","tagline":"Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with transparency.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"raffle winner picker picks random winners from lists, spreadsheets, or google sheets for giveaways, raffles, and contests. ensures fair, unbiased selection with transparency. raffle-winner-picker uncategorised "},{"slug":"reducing-entropy","kind":"skill","name":"Reducing entropy","tagline":"Manual-only skill for minimizing total codebase size. Only activate when explicitly requested by user. Measures success by final code amount, not effort. Bias toward deletion.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"reducing entropy manual-only skill for minimizing total codebase size. only activate when explicitly requested by user. measures success by final code amount, not effort. bias toward deletion. reducing-entropy uncategorised "},{"slug":"referral-program-davila7","kind":"skill","name":"Referral program","tagline":"When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' 'refer a friend,' or 'partner program.' This skill covers program design, incentive structure, and growth optimization.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/run-affiliate","taskName":"Affiliate programs","hay":"referral program when the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' 'refer a friend,' or 'partner program.' this skill covers program design, incentive structure, and growth optimization. referral-program-davila7 marketing "},{"slug":"regulatory-affairs-head-davila7","kind":"skill","name":"Regulatory affairs head","tagline":"Senior Regulatory Affairs Manager expertise for HealthTech and MedTech companies. Provides strategic regulatory guidance, submission management, regulatory pathway analysis, global compliance coordination, and cross-functional team leadership. Use for regulatory strategy development, submission planning, regulatory risk assessment, and team coordination activities.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"regulatory affairs head senior regulatory affairs manager expertise for healthtech and medtech companies. provides strategic regulatory guidance, submission management, regulatory pathway analysis, global compliance coordination, and cross-functional team leadership. use for regulatory strategy development, submission planning, regulatory risk assessment, and team coordination activities. regulatory-affairs-head-davila7 business & ops "},{"slug":"report-generator-davila7","kind":"agent","name":"Report generator","tagline":"Use this agent when you need to transform synthesized research findings into a comprehensive, well-structured final report. This agent excels at creating readable narratives from complex research data, organizing content logically, and ensuring proper citation formatting. It should be used after research has been completed and findings have been synthesized, as the final step in the research process. Examples: <example>Context: The user has completed research on climate change impacts and needs a final report. user: 'I've gathered all this research on climate change effects on coastal cities. Can you create a comprehensive report?' assistant: 'I'll use the report-generator agent to create a well-structured report from your research findings.' <commentary>Since the user has completed research and needs it transformed into a final report, use the report-generator agent to create a comprehensive, properly formatted document.</commentary></example> <example>Context: Multiple research threads have been synthesized and need to be presented cohesively. user: 'We have findings from 5 different researchers on AI safety. Need a unified report.' assistant: 'Let me use the report-generator agent to create a cohesive report that integrates all the research findings.' <commentary>The user needs multiple research streams combined into a single comprehensive report, which is exactly what the report-generator agent is designed for.</commentary></example>","author":"davila7","license":"MIT","stars":32299,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"report generator use this agent when you need to transform synthesized research findings into a comprehensive, well-structured final report. this agent excels at creating readable narratives from complex research data, organizing content logically, and ensuring proper citation formatting. it should be used after research has been completed and findings have been synthesized, as the final step in the research process. examples: <example>context: the user has completed research on climate change impacts and needs a final report. user: 'i've gathered all this research on climate change effects on coastal cities. can you create a comprehensive report?' assistant: 'i'll use the report-generator agent to create a well-structured report from your research findings.' <commentary>since the user has completed research and needs it transformed into a final report, use the report-generator agent to create a comprehensive, properly formatted document.</commentary></example> <example>context: multiple research threads have been synthesized and need to be presented cohesively. user: 'we have findings from 5 different researchers on ai safety. need a unified report.' assistant: 'let me use the report-generator agent to create a cohesive report that integrates all the research findings.' <commentary>the user needs multiple research streams combined into a single comprehensive report, which is exactly what the report-generator agent is designed for.</commentary></example> report-generator-davila7 data & ai "},{"slug":"requirements-clarity","kind":"skill","name":"Requirements clarity","tagline":"Clarify ambiguous requirements through focused dialogue before implementation. Use when requirements are unclear, features are complex (>2 days), or involve cross-team coordination. Ask two core questions - Why? (YAGNI check) and Simpler? (KISS check) - to ensure clarity before coding.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"requirements clarity clarify ambiguous requirements through focused dialogue before implementation. use when requirements are unclear, features are complex (>2 days), or involve cross-team coordination. ask two core questions - why? (yagni check) and simpler? (kiss check) - to ensure clarity before coding. requirements-clarity uncategorised "},{"slug":"research-brief-generator","kind":"agent","name":"Research brief generator","tagline":"Use this agent when you need to transform a user's research query into a structured, actionable research brief that will guide subsequent research activities. This agent takes clarified queries and converts them into comprehensive research plans with specific questions, keywords, source preferences, and success criteria. <example>Context: The user has asked a research question that needs to be structured into a formal research brief.\\nuser: \"I want to understand the impact of AI on healthcare diagnostics\"\\nassistant: \"I'll use the research-brief-generator agent to transform this query into a structured research brief that will guide our research.\"\\n<commentary>Since we need to create a structured research plan from the user's query, use the research-brief-generator agent to break down the question into specific sub-questions, identify keywords, and define research parameters.</commentary></example><example>Context: After query clarification, we need to create a research framework.\\nuser: \"How are quantum computers being used in drug discovery?\"\\nassistant: \"Let me use the research-brief-generator agent to create a comprehensive research brief for investigating quantum computing applications in drug discovery.\"\\n<commentary>The query needs to be transformed into a structured brief with specific research questions and parameters, so use the research-brief-generator agent.</commentary></example>","author":"davila7","license":"MIT","stars":32299,"dept":"science","deptName":"Science","task":"science/model-biology","taskName":"Molecules & structures","hay":"research brief generator use this agent when you need to transform a user's research query into a structured, actionable research brief that will guide subsequent research activities. this agent takes clarified queries and converts them into comprehensive research plans with specific questions, keywords, source preferences, and success criteria. <example>context: the user has asked a research question that needs to be structured into a formal research brief.\\nuser: \"i want to understand the impact of ai on healthcare diagnostics\"\\nassistant: \"i'll use the research-brief-generator agent to transform this query into a structured research brief that will guide our research.\"\\n<commentary>since we need to create a structured research plan from the user's query, use the research-brief-generator agent to break down the question into specific sub-questions, identify keywords, and define research parameters.</commentary></example><example>context: after query clarification, we need to create a research framework.\\nuser: \"how are quantum computers being used in drug discovery?\"\\nassistant: \"let me use the research-brief-generator agent to create a comprehensive research brief for investigating quantum computing applications in drug discovery.\"\\n<commentary>the query needs to be transformed into a structured brief with specific research questions and parameters, so use the research-brief-generator agent.</commentary></example> research-brief-generator science "},{"slug":"research-coordinator","kind":"agent","name":"Research coordinator","tagline":"Use this agent when you need to strategically plan and coordinate complex research tasks across multiple specialist researchers. This agent analyzes research requirements, allocates tasks to appropriate specialists, and defines iteration strategies for comprehensive coverage. <example>Context: The user has asked for a comprehensive analysis of quantum computing applications in healthcare. user: \"I need a thorough research report on how quantum computing is being applied in healthcare, including current implementations, future potential, and technical challenges\" assistant: \"I'll use the research-coordinator agent to plan this complex research task across our specialist researchers\" <commentary>Since this requires coordinating multiple aspects (technical, medical, current applications), use the research-coordinator to strategically allocate tasks to different specialist researchers.</commentary></example> <example>Context: The user wants to understand the economic impact of AI on job markets. user: \"Research the economic impact of AI on job markets, including statistical data, expert opinions, and case studies\" assistant: \"Let me engage the research-coordinator agent to organize this multi-faceted research project\" <commentary>This requires coordination between data analysis, academic research, and current news, making the research-coordinator ideal for planning the research strategy.</commentary></example>","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"research coordinator use this agent when you need to strategically plan and coordinate complex research tasks across multiple specialist researchers. this agent analyzes research requirements, allocates tasks to appropriate specialists, and defines iteration strategies for comprehensive coverage. <example>context: the user has asked for a comprehensive analysis of quantum computing applications in healthcare. user: \"i need a thorough research report on how quantum computing is being applied in healthcare, including current implementations, future potential, and technical challenges\" assistant: \"i'll use the research-coordinator agent to plan this complex research task across our specialist researchers\" <commentary>since this requires coordinating multiple aspects (technical, medical, current applications), use the research-coordinator to strategically allocate tasks to different specialist researchers.</commentary></example> <example>context: the user wants to understand the economic impact of ai on job markets. user: \"research the economic impact of ai on job markets, including statistical data, expert opinions, and case studies\" assistant: \"let me engage the research-coordinator agent to organize this multi-faceted research project\" <commentary>this requires coordination between data analysis, academic research, and current news, making the research-coordinator ideal for planning the research strategy.</commentary></example> research-coordinator business & ops "},{"slug":"research-orchestrator","kind":"agent","name":"Research orchestrator","tagline":"Use this agent when you need to coordinate a comprehensive research project that requires multiple specialized agents working in sequence. This agent manages the entire research workflow from initial query clarification through final report generation. <example>Context: User wants to conduct thorough research on a complex topic. user: \"I need to research the impact of quantum computing on cryptography\" assistant: \"I'll use the research-orchestrator agent to coordinate a comprehensive research project on this topic\" <commentary>Since this is a complex research request requiring multiple phases and specialized agents, the research-orchestrator will manage the entire workflow.</commentary></example> <example>Context: User has a vague research request that needs clarification and systematic investigation. user: \"Tell me about AI safety\" assistant: \"Let me use the research-orchestrator to coordinate a structured research process on AI safety\" <commentary>The broad nature of this query requires orchestration of multiple research phases, making the research-orchestrator the appropriate choice.</commentary></example>","author":"davila7","license":"MIT","stars":32299,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"research orchestrator use this agent when you need to coordinate a comprehensive research project that requires multiple specialized agents working in sequence. this agent manages the entire research workflow from initial query clarification through final report generation. <example>context: user wants to conduct thorough research on a complex topic. user: \"i need to research the impact of quantum computing on cryptography\" assistant: \"i'll use the research-orchestrator agent to coordinate a comprehensive research project on this topic\" <commentary>since this is a complex research request requiring multiple phases and specialized agents, the research-orchestrator will manage the entire workflow.</commentary></example> <example>context: user has a vague research request that needs clarification and systematic investigation. user: \"tell me about ai safety\" assistant: \"let me use the research-orchestrator to coordinate a structured research process on ai safety\" <commentary>the broad nature of this query requires orchestration of multiple research phases, making the research-orchestrator the appropriate choice.</commentary></example> research-orchestrator business & ops "},{"slug":"research-synthesizer","kind":"agent","name":"Research synthesizer","tagline":"Use this agent when you need to consolidate and synthesize findings from multiple research sources or specialist researchers into a unified, comprehensive analysis. This agent excels at merging diverse perspectives, identifying patterns across sources, highlighting contradictions, and creating structured insights that preserve the complexity and nuance of the original research while making it more accessible and actionable. <example>Context: The research-orchestrator has completed Phase 4 parallel research on 'LLM fine-tuning costs' using academic-researcher, web-researcher, and data-analyst. user: \"Synthesize the research outputs.\" assistant: \"I'll invoke the research-synthesizer agent to merge all specialist findings into a unified analysis.\" <commentary>The orchestrator has confirmed all three researcher outputs exist as files, making this the correct trigger point for synthesis. The agent will locate each output file, extract claims, and produce both synthesis-summary.md and synthesis.json.</commentary></example> <example>Context: The research-orchestrator has completed parallel research on 'WASM adoption in server-side runtimes' using academic-researcher, web-researcher, and technical-researcher. All three output files are confirmed present. user: \"All researchers are done. Synthesize everything into a report.\" assistant: \"Let me use the research-synthesizer agent to consolidate the three specialist outputs into a structured synthesis.\" <commentary>Three distinct researcher outputs referencing the same topic are present; the synthesis agent is the correct next step to unify them and surface contradictions and shared themes.</commentary></example>","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"research synthesizer use this agent when you need to consolidate and synthesize findings from multiple research sources or specialist researchers into a unified, comprehensive analysis. this agent excels at merging diverse perspectives, identifying patterns across sources, highlighting contradictions, and creating structured insights that preserve the complexity and nuance of the original research while making it more accessible and actionable. <example>context: the research-orchestrator has completed phase 4 parallel research on 'llm fine-tuning costs' using academic-researcher, web-researcher, and data-analyst. user: \"synthesize the research outputs.\" assistant: \"i'll invoke the research-synthesizer agent to merge all specialist findings into a unified analysis.\" <commentary>the orchestrator has confirmed all three researcher outputs exist as files, making this the correct trigger point for synthesis. the agent will locate each output file, extract claims, and produce both synthesis-summary.md and synthesis.json.</commentary></example> <example>context: the research-orchestrator has completed parallel research on 'wasm adoption in server-side runtimes' using academic-researcher, web-researcher, and technical-researcher. all three output files are confirmed present. user: \"all researchers are done. synthesize everything into a report.\" assistant: \"let me use the research-synthesizer agent to consolidate the three specialist outputs into a structured synthesis.\" <commentary>three distinct researcher outputs referencing the same topic are present; the synthesis agent is the correct next step to unify them and surface contradictions and shared themes.</commentary></example> research-synthesizer uncategorised "},{"slug":"risk-management-specialist-davila7","kind":"skill","name":"Risk management specialist","tagline":"Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use for risk management planning, risk assessments, risk control verification, and risk management file maintenance.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"risk management specialist senior risk management specialist for medical device companies implementing iso 14971 risk management throughout product lifecycle. provides risk analysis, risk evaluation, risk control, and post-production information analysis. use for risk management planning, risk assessments, risk control verification, and risk management file maintenance. risk-management-specialist-davila7 business & ops "},{"slug":"sales-automator","kind":"agent","name":"Sales automator","tagline":"Sales automation and outreach specialist. Use PROACTIVELY for cold email campaigns, follow-up sequences, proposal templates, case studies, sales scripts, and conversion optimization. Specifically:\\n\\n<example>\\nContext: A founder wants a cold outreach sequence for a new B2B SaaS product targeting operations managers.\\nuser: \"Write me a 4-email cold sequence to reach operations managers at mid-size logistics companies.\"\\nassistant: \"I'll first ask for the value proposition, target ICP details, and how the contact list was sourced (opt-in, public directory, or purchased). Then I'll draft a 4-touchpoint sequence that leads with value, includes required CAN-SPAM elements (sender identity, physical address, working unsubscribe), and flags any personalization facts pulled from research with their source.\"\\n<commentary>\\nUse sales-automator for cold email/follow-up copy, but only after confirming ICP, value prop, and list provenance, and only with compliance elements built in.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: A sales rep wants case studies to include in a proposal template.\\nuser: \"Add some case studies and social proof to this proposal — say we've helped companies cut costs by 30%.\"\\nassistant: \"I can include case studies only using real customer names/results you provide. If you don't have a confirmed example yet, I'll use a clearly marked placeholder (e.g., '[Customer Name — pending confirmed results]') rather than inventing a company, quote, or percentage.\"\\n<commentary>\\nUse sales-automator for proposal/case-study drafting, but never fabricate customer names, quotes, or statistics — placeholders only until the user supplies real data.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: A prospect asks a deep technical integration question mid-sequence.\\nuser: \"The prospect wants to know if our API supports batch webhook retries before they'll take a call.\"\\nassistant: \"That's a technical capability question best answered by sales-engineer, who can validate it against the actual product. I can draft the outreach copy and scheduling logic around their answer once you have it.\"\\n<commentary>\\nsales-automator handles outreach copy and cadences, not product/technical validation — hand off technical questions to sales-engineer.\\n</commentary>\\n</example>\\n\\nDoes not build CRM/outbound sending infrastructure or Salesforce automation — hand off to salesforce-expert or sales-engineer for that. Does not draft jurisdiction-specific compliance/legal language — hand off to legal-advisor.","author":"davila7","license":"MIT","stars":32299,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"sales automator sales automation and outreach specialist. use proactively for cold email campaigns, follow-up sequences, proposal templates, case studies, sales scripts, and conversion optimization. specifically:\\n\\n<example>\\ncontext: a founder wants a cold outreach sequence for a new b2b saas product targeting operations managers.\\nuser: \"write me a 4-email cold sequence to reach operations managers at mid-size logistics companies.\"\\nassistant: \"i'll first ask for the value proposition, target icp details, and how the contact list was sourced (opt-in, public directory, or purchased). then i'll draft a 4-touchpoint sequence that leads with value, includes required can-spam elements (sender identity, physical address, working unsubscribe), and flags any personalization facts pulled from research with their source.\"\\n<commentary>\\nuse sales-automator for cold email/follow-up copy, but only after confirming icp, value prop, and list provenance, and only with compliance elements built in.\\n</commentary>\\n</example>\\n\\n<example>\\ncontext: a sales rep wants case studies to include in a proposal template.\\nuser: \"add some case studies and social proof to this proposal — say we've helped companies cut costs by 30%.\"\\nassistant: \"i can include case studies only using real customer names/results you provide. if you don't have a confirmed example yet, i'll use a clearly marked placeholder (e.g., '[customer name — pending confirmed results]') rather than inventing a company, quote, or percentage.\"\\n<commentary>\\nuse sales-automator for proposal/case-study drafting, but never fabricate customer names, quotes, or statistics — placeholders only until the user supplies real data.\\n</commentary>\\n</example>\\n\\n<example>\\ncontext: a prospect asks a deep technical integration question mid-sequence.\\nuser: \"the prospect wants to know if our api supports batch webhook retries before they'll take a call.\"\\nassistant: \"that's a technical capability question best answered by sales-engineer, who can validate it against the actual product. i can draft the outreach copy and scheduling logic around their answer once you have it.\"\\n<commentary>\\nsales-automator handles outreach copy and cadences, not product/technical validation — hand off technical questions to sales-engineer.\\n</commentary>\\n</example>\\n\\ndoes not build crm/outbound sending infrastructure or salesforce automation — hand off to salesforce-expert or sales-engineer for that. does not draft jurisdiction-specific compliance/legal language — hand off to legal-advisor. sales-automator sales & ecommerce "},{"slug":"sales-engineer-davila7","kind":"agent","name":"Sales engineer","tagline":"Use this agent when you need to conduct technical pre-sales activities including solution architecture, proof-of-concept development, and technical demonstrations for complex sales deals. Specifically:\\\\n\\\\n<example>\\\\nContext: A prospect with complex technical requirements needs a custom solution designed and demonstrated before committing to evaluation.\\\\nuser: \"We have a potential customer with high technical requirements: 10k+ transaction throughput, sub-100ms latency, and complex integrations. They want to see this works before signing an evaluation agreement.\"\\\\nassistant: \"I'll conduct discovery to understand their technical landscape, design a solution architecture that addresses their requirements, create a POC environment demonstrating feasibility, and prepare a technical walkthrough addressing their integration needs and performance expectations.\"\\\\n<commentary>\\\\nUse the sales-engineer agent when you need to design and demonstrate technical solutions that address specific prospect requirements. This agent bridges technical capabilities with sales objectives, particularly for complex enterprise deals requiring proof of concept.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: Sales team is facing technical objections from a qualified prospect and needs expert help addressing security, scalability, or integration concerns.\\\\nuser: \"The prospect's security team is concerned about our compliance posture and data residency. They also want to know how we handle failover and disaster recovery. Can someone address these concerns technically?\"\\\\nassistant: \"I'll prepare a comprehensive technical response covering our security architecture, compliance mappings, data residency options, and disaster recovery procedures. I'll create documentation showing how our solution meets their requirements and schedule a technical discussion with their team to answer detailed questions.\"\\\\n<commentary>\\\\nInvoke sales-engineer when technical objections or deep architectural questions need expert answers that build prospect confidence and move the deal forward.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: A prospect is ready to move forward and needs a detailed RFP response with technical specifications, architecture diagrams, and implementation roadmap.\\\\nuser: \"We received an RFP from a high-value prospect. They need detailed technical specifications, security documentation, performance benchmarks, and a proposed implementation timeline. This needs to be thorough and competitive.\"\\\\nassistant: \"I'll build a comprehensive RFP response including detailed architecture diagrams, security and compliance analysis, performance specifications with benchmarks, integration capabilities assessment, customization options, implementation roadmap with milestones, and risk mitigation strategies. I'll ensure the response is competitive and positions our solution as the best technical fit.\"\\\\n<commentary>\\\\nUse this agent for RFP/RFI responses and formal technical proposals when you need professional documentation that demonstrates technical fit and differentiates against competitors.\\\\n</commentary>\\\\n</example>\\\\n\\\\nDoes not own pricing/discount decisions or contract negotiation — hand off to the account team. Does not draft compliance/legal certification language — hand off to legal-advisor.","author":"davila7","license":"MIT","stars":32299,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"sales engineer use this agent when you need to conduct technical pre-sales activities including solution architecture, proof-of-concept development, and technical demonstrations for complex sales deals. specifically:\\\\n\\\\n<example>\\\\ncontext: a prospect with complex technical requirements needs a custom solution designed and demonstrated before committing to evaluation.\\\\nuser: \"we have a potential customer with high technical requirements: 10k+ transaction throughput, sub-100ms latency, and complex integrations. they want to see this works before signing an evaluation agreement.\"\\\\nassistant: \"i'll conduct discovery to understand their technical landscape, design a solution architecture that addresses their requirements, create a poc environment demonstrating feasibility, and prepare a technical walkthrough addressing their integration needs and performance expectations.\"\\\\n<commentary>\\\\nuse the sales-engineer agent when you need to design and demonstrate technical solutions that address specific prospect requirements. this agent bridges technical capabilities with sales objectives, particularly for complex enterprise deals requiring proof of concept.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: sales team is facing technical objections from a qualified prospect and needs expert help addressing security, scalability, or integration concerns.\\\\nuser: \"the prospect's security team is concerned about our compliance posture and data residency. they also want to know how we handle failover and disaster recovery. can someone address these concerns technically?\"\\\\nassistant: \"i'll prepare a comprehensive technical response covering our security architecture, compliance mappings, data residency options, and disaster recovery procedures. i'll create documentation showing how our solution meets their requirements and schedule a technical discussion with their team to answer detailed questions.\"\\\\n<commentary>\\\\ninvoke sales-engineer when technical objections or deep architectural questions need expert answers that build prospect confidence and move the deal forward.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: a prospect is ready to move forward and needs a detailed rfp response with technical specifications, architecture diagrams, and implementation roadmap.\\\\nuser: \"we received an rfp from a high-value prospect. they need detailed technical specifications, security documentation, performance benchmarks, and a proposed implementation timeline. this needs to be thorough and competitive.\"\\\\nassistant: \"i'll build a comprehensive rfp response including detailed architecture diagrams, security and compliance analysis, performance specifications with benchmarks, integration capabilities assessment, customization options, implementation roadmap with milestones, and risk mitigation strategies. i'll ensure the response is competitive and positions our solution as the best technical fit.\"\\\\n<commentary>\\\\nuse this agent for rfp/rfi responses and formal technical proposals when you need professional documentation that demonstrates technical fit and differentiates against competitors.\\\\n</commentary>\\\\n</example>\\\\n\\\\ndoes not own pricing/discount decisions or contract negotiation — hand off to the account team. does not draft compliance/legal certification language — hand off to legal-advisor. sales-engineer-davila7 sales & ecommerce "},{"slug":"salesforce-expert","kind":"agent","name":"Salesforce expert","tagline":"Use this agent for expert Salesforce Platform guidance, including Apex Enterprise Patterns, LWC development, integrations, Aura-to-LWC migration, and Flow-vs-Apex architecture decisions. Use PROACTIVELY when reviewing Apex code for bulkification/security issues or planning Agentforce actions. Specifically:\\n\\n<example>\\nContext: A developer submits an Apex trigger handler for review.\\nuser: \"Can you review this OpportunityTrigger handler? It updates related Contacts when an Opportunity closes.\"\\nassistant: \"I'll use the salesforce-expert agent to review the trigger for bulkification, FLS/CRUD enforcement, and adherence to the Service/Domain layer separation from Enterprise Design Patterns.\"\\n<commentary>\\nUse salesforce-expert for Apex code review that requires deep knowledge of governor limits, fflib patterns, and security enforcement.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: A team still has legacy Aura components and wants to modernize.\\nuser: \"We have an Aura component that saves a Contact record. Can we move it to LWC?\"\\nassistant: \"I'll use the salesforce-expert agent to migrate this to LWC using lightning-record-edit-form and LDS, mapping the Aura attributes and events to LWC equivalents.\"\\n<commentary>\\nInvoke salesforce-expert for Aura-to-LWC migration work requiring knowledge of both frameworks.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: A team is deciding how to implement a multi-step approval process.\\nuser: \"Should we build this approval workflow as a Record-Triggered Flow or as Apex?\"\\nassistant: \"I'll use the salesforce-expert agent to weigh Flow vs. Apex for this use case, considering maintainability, bulk-processing needs, and complexity of the branching logic.\"\\n<commentary>\\nUse salesforce-expert for declarative-vs-code architecture decisions on the Salesforce platform.\\n</commentary>\\n</example>","author":"davila7","license":"MIT","stars":32299,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"salesforce expert use this agent for expert salesforce platform guidance, including apex enterprise patterns, lwc development, integrations, aura-to-lwc migration, and flow-vs-apex architecture decisions. use proactively when reviewing apex code for bulkification/security issues or planning agentforce actions. specifically:\\n\\n<example>\\ncontext: a developer submits an apex trigger handler for review.\\nuser: \"can you review this opportunitytrigger handler? it updates related contacts when an opportunity closes.\"\\nassistant: \"i'll use the salesforce-expert agent to review the trigger for bulkification, fls/crud enforcement, and adherence to the service/domain layer separation from enterprise design patterns.\"\\n<commentary>\\nuse salesforce-expert for apex code review that requires deep knowledge of governor limits, fflib patterns, and security enforcement.\\n</commentary>\\n</example>\\n\\n<example>\\ncontext: a team still has legacy aura components and wants to modernize.\\nuser: \"we have an aura component that saves a contact record. can we move it to lwc?\"\\nassistant: \"i'll use the salesforce-expert agent to migrate this to lwc using lightning-record-edit-form and lds, mapping the aura attributes and events to lwc equivalents.\"\\n<commentary>\\ninvoke salesforce-expert for aura-to-lwc migration work requiring knowledge of both frameworks.\\n</commentary>\\n</example>\\n\\n<example>\\ncontext: a team is deciding how to implement a multi-step approval process.\\nuser: \"should we build this approval workflow as a record-triggered flow or as apex?\"\\nassistant: \"i'll use the salesforce-expert agent to weigh flow vs. apex for this use case, considering maintainability, bulk-processing needs, and complexity of the branching logic.\"\\n<commentary>\\nuse salesforce-expert for declarative-vs-code architecture decisions on the salesforce platform.\\n</commentary>\\n</example> salesforce-expert business & ops "},{"slug":"schema-markup-davila7","kind":"skill","name":"Schema markup","tagline":"When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions \"schema markup,\" \"structured data,\" \"JSON-LD,\" \"rich snippets,\" \"schema.org,\" \"FAQ schema,\" \"product schema,\" \"review schema,\" or \"breadcrumb schema.\" For broader SEO issues, see seo-audit.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"schema markup when the user wants to add, fix, or optimize schema markup and structured data on their site. also use when the user mentions \"schema markup,\" \"structured data,\" \"json-ld,\" \"rich snippets,\" \"schema.org,\" \"faq schema,\" \"product schema,\" \"review schema,\" or \"breadcrumb schema.\" for broader seo issues, see seo-audit. schema-markup-davila7 marketing "},{"slug":"screenshot","kind":"skill","name":"Screenshot","tagline":"Use when the user explicitly asks for a desktop or system screenshot (full screen, specific app or window, or a pixel region), or when tool-specific capture capabilities are unavailable and an OS-level capture is needed.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"screenshot use when the user explicitly asks for a desktop or system screenshot (full screen, specific app or window, or a pixel region), or when tool-specific capture capabilities are unavailable and an os-level capture is needed. screenshot uncategorised "},{"slug":"scroll-experience","kind":"skill","name":"Scroll experience","tagline":"Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product pages, and award-winning web experiences. Makes websites feel like experiences, not just pages. Use when: scroll animation, parallax, scroll storytelling, interactive story, cinematic website.","author":"davila7","license":"MIT","stars":32299,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"scroll experience expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. like ny times interactives, apple product pages, and award-winning web experiences. makes websites feel like experiences, not just pages. use when: scroll animation, parallax, scroll storytelling, interactive story, cinematic website. scroll-experience creator "},{"slug":"scrum-master-davila7","kind":"agent","name":"Scrum master","tagline":"Use when teams need facilitation, process optimization, velocity improvement, or agile ceremony management—especially for sprint planning, retrospectives, impediment removal, and scaling agile practices across multiple teams. Specifically:\\\\n\\\\n<example>\\\\nContext: A team is struggling with sprint planning, taking 4+ hours with unclear goals and inconsistent velocity estimates\\\\nuser: \"Our 8-person team wastes too much time in sprint planning. Stories are poorly sized, we never agree on the goal, and our estimates vary wildly. Velocity bounces between 20-60 points each sprint.\"\\\\nassistant: \"I'll help optimize sprint planning by establishing estimation consistency through planning poker, breaking stories into better-sized increments, facilitating clear sprint goals aligned to product strategy, implementing capacity planning, and creating a reusable definition of done. This should shorten planning sessions and make velocity more predictable over time.\"\\\\n<commentary>\\\\nInvoke scrum-master when a team's ceremonies are inefficient, estimates are inconsistent, or sprint goals lack clarity. This agent excels at facilitating structured planning sessions and establishing sustainable rhythms.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: Multiple teams across the organization are using different agile frameworks and processes with little coordination, creating bottlenecks at sprint boundaries\\\\nuser: \"We have 4 product teams, each doing Scrum differently. One team completes sprints mid-week, another doesn't track velocity, and nobody talks about dependencies. We need to scale agile across the organization without being too prescriptive.\"\\\\nassistant: \"I'll help establish a Scrum of Scrums structure, align sprint calendars, create a shared definition of done, implement dependency mapping, establish consistent velocity tracking, and coach teams on cross-team communication. If a heavier framework like SAFe or LeSS looks like it would help, I'll lay out the tradeoffs and confirm with you before recommending that structural change.\"\\\\n<commentary>\\\\nUse scrum-master for organizational scaling challenges, framework alignment, inter-team coordination, and establishing consistent agile practices across multiple teams without creating silos.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: Team has high turnover, morale is low, retrospectives feel unproductive, and impediments go unresolved for weeks\\\\nuser: \"Our 6-person team lost 2 members recently and morale is low. Retros have become complaint sessions with no follow-through. We also have 3 lingering blockers no one owns—unclear who should fix them.\"\\\\nassistant: \"I'll facilitate team recovery by creating psychological safety in retrospectives, establishing escalation paths for impediments with 48-hour resolution targets, implementing action item ownership with tracking, running team health checks, coaching on conflict resolution, and rebuilding trust through celebration of wins.\"\\\\n<commentary>\\\\nInvoke scrum-master when team dynamics suffer, retrospectives become unproductive, impediments languish, or morale drops. This agent focuses on team health, psychological safety, and sustainable improvement.\\\\n</commentary>\\\\n</example>","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"scrum master use when teams need facilitation, process optimization, velocity improvement, or agile ceremony management—especially for sprint planning, retrospectives, impediment removal, and scaling agile practices across multiple teams. specifically:\\\\n\\\\n<example>\\\\ncontext: a team is struggling with sprint planning, taking 4+ hours with unclear goals and inconsistent velocity estimates\\\\nuser: \"our 8-person team wastes too much time in sprint planning. stories are poorly sized, we never agree on the goal, and our estimates vary wildly. velocity bounces between 20-60 points each sprint.\"\\\\nassistant: \"i'll help optimize sprint planning by establishing estimation consistency through planning poker, breaking stories into better-sized increments, facilitating clear sprint goals aligned to product strategy, implementing capacity planning, and creating a reusable definition of done. this should shorten planning sessions and make velocity more predictable over time.\"\\\\n<commentary>\\\\ninvoke scrum-master when a team's ceremonies are inefficient, estimates are inconsistent, or sprint goals lack clarity. this agent excels at facilitating structured planning sessions and establishing sustainable rhythms.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: multiple teams across the organization are using different agile frameworks and processes with little coordination, creating bottlenecks at sprint boundaries\\\\nuser: \"we have 4 product teams, each doing scrum differently. one team completes sprints mid-week, another doesn't track velocity, and nobody talks about dependencies. we need to scale agile across the organization without being too prescriptive.\"\\\\nassistant: \"i'll help establish a scrum of scrums structure, align sprint calendars, create a shared definition of done, implement dependency mapping, establish consistent velocity tracking, and coach teams on cross-team communication. if a heavier framework like safe or less looks like it would help, i'll lay out the tradeoffs and confirm with you before recommending that structural change.\"\\\\n<commentary>\\\\nuse scrum-master for organizational scaling challenges, framework alignment, inter-team coordination, and establishing consistent agile practices across multiple teams without creating silos.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: team has high turnover, morale is low, retrospectives feel unproductive, and impediments go unresolved for weeks\\\\nuser: \"our 6-person team lost 2 members recently and morale is low. retros have become complaint sessions with no follow-through. we also have 3 lingering blockers no one owns—unclear who should fix them.\"\\\\nassistant: \"i'll facilitate team recovery by creating psychological safety in retrospectives, establishing escalation paths for impediments with 48-hour resolution targets, implementing action item ownership with tracking, running team health checks, coaching on conflict resolution, and rebuilding trust through celebration of wins.\"\\\\n<commentary>\\\\ninvoke scrum-master when team dynamics suffer, retrospectives become unproductive, impediments languish, or morale drops. this agent focuses on team health, psychological safety, and sustainable improvement.\\\\n</commentary>\\\\n</example> scrum-master-davila7 business & ops "},{"slug":"seo-audit-davila7","kind":"skill","name":"SEO audit","tagline":"When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions \"SEO audit,\" \"technical SEO,\" \"why am I not ranking,\" \"SEO issues,\" \"on-page SEO,\" \"meta tags review,\" or \"SEO health check.\" For building pages at scale to target keywords, see programmatic-seo. For adding structured data, see schema-markup.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo audit when the user wants to audit, review, or diagnose seo issues on their site. also use when the user mentions \"seo audit,\" \"technical seo,\" \"why am i not ranking,\" \"seo issues,\" \"on-page seo,\" \"meta tags review,\" or \"seo health check.\" for building pages at scale to target keywords, see programmatic-seo. for adding structured data, see schema-markup. seo-audit-davila7 marketing "},{"slug":"seo-fundamentals","kind":"skill","name":"SEO fundamentals","tagline":"SEO fundamentals, E-E-A-T, Core Web Vitals, and Google algorithm principles.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo fundamentals seo fundamentals, e-e-a-t, core web vitals, and google algorithm principles. seo-fundamentals marketing "},{"slug":"seo-optimizer-davila7","kind":"skill","name":"SEO Optimizer","tagline":"Search Engine Optimization specialist for content strategy, technical SEO, keyword research, and ranking improvements. Use when optimizing website content, improving search rankings, conducting keyword analysis, or implementing SEO best practices. Expert in on-page SEO, meta tags, schema markup, and Core Web Vitals.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo optimizer search engine optimization specialist for content strategy, technical seo, keyword research, and ranking improvements. use when optimizing website content, improving search rankings, conducting keyword analysis, or implementing seo best practices. expert in on-page seo, meta tags, schema markup, and core web vitals. seo-optimizer-davila7 marketing "},{"slug":"seo-podcast-optimizer","kind":"agent","name":"SEO podcast optimizer","tagline":"SEO podcast optimization specialist. Use PROACTIVELY for creating SEO-friendly titles, meta descriptions, and identifying relevant keywords for podcast episodes.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo podcast optimizer seo podcast optimization specialist. use proactively for creating seo-friendly titles, meta descriptions, and identifying relevant keywords for podcast episodes. seo-podcast-optimizer marketing "},{"slug":"seo-specialist-davila7","kind":"agent","name":"SEO specialist","tagline":"Use this agent PROACTIVELY when you need comprehensive SEO optimization — technical audits, keyword strategy, content optimization, structured data, or search ranking recovery. Specifically:\\\\n\\\\n<example>\\\\nContext: An e-commerce company is experiencing declining organic traffic and needs a systematic SEO audit and recovery strategy.\\\\nuser: \"Our organic traffic dropped 30% after Google's latest algorithm update. Can you audit our technical SEO, identify issues, and create a recovery plan?\"\\\\nassistant: \"I'll conduct a comprehensive technical SEO audit examining crawl errors, site architecture, Core Web Vitals, structured data, and internal linking. I'll analyze your content for thin pages and optimization gaps, review your backlink profile, assess algorithm impact, and deliver a prioritized recovery strategy with implementation timelines and monitoring dashboards.\"\\\\n<commentary>\\\\nUse SEO specialist when you need a full technical SEO audit combined with strategic recommendations for fixing algorithmic issues and improving search visibility. This agent handles deep technical analysis and recovery planning.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: A software startup wants to improve search rankings for high-intent, high-value keywords in their target market.\\\\nuser: \"We want to rank for enterprise SaaS keywords like 'cloud-based project management for teams' and 'enterprise collaboration tools.' Can you develop a keyword strategy and content roadmap?\"\\\\nassistant: \"I'll conduct keyword research identifying search volumes, keyword difficulty, and commercial intent. I'll analyze competitor content strategies, identify content gaps and opportunities, develop a content roadmap prioritizing high-impact keywords, and provide on-page optimization guidelines ensuring each piece ranks for target keywords.\"\\\\n<commentary>\\\\nInvoke SEO specialist when building comprehensive keyword strategies and content roadmaps for ranking on high-value search terms. The agent combines keyword research, competitor analysis, and content planning.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: A media publisher needs to implement structured data across hundreds of pages to enable rich results and improve CTR.\\\\nuser: \"We need to implement schema markup across our articles, recipes, and videos to get rich snippets in search results. How do we scale this across 5,000+ pages?\"\\\\nassistant: \"I'll assess your content structure and identify schema types needed for each content category. I'll develop schema implementation templates, create validation procedures using Rich Results Test, design a rollout plan for your CMS, and establish monitoring to track rich results coverage and CTR improvements.\"\\\\n<commentary>\\\\nUse SEO specialist for technical implementation projects like structured data deployment, site architecture changes, and complex SEO infrastructure improvements requiring specialized technical knowledge.\\\\n</commentary>\\\\n</example>","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo specialist use this agent proactively when you need comprehensive seo optimization — technical audits, keyword strategy, content optimization, structured data, or search ranking recovery. specifically:\\\\n\\\\n<example>\\\\ncontext: an e-commerce company is experiencing declining organic traffic and needs a systematic seo audit and recovery strategy.\\\\nuser: \"our organic traffic dropped 30% after google's latest algorithm update. can you audit our technical seo, identify issues, and create a recovery plan?\"\\\\nassistant: \"i'll conduct a comprehensive technical seo audit examining crawl errors, site architecture, core web vitals, structured data, and internal linking. i'll analyze your content for thin pages and optimization gaps, review your backlink profile, assess algorithm impact, and deliver a prioritized recovery strategy with implementation timelines and monitoring dashboards.\"\\\\n<commentary>\\\\nuse seo specialist when you need a full technical seo audit combined with strategic recommendations for fixing algorithmic issues and improving search visibility. this agent handles deep technical analysis and recovery planning.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: a software startup wants to improve search rankings for high-intent, high-value keywords in their target market.\\\\nuser: \"we want to rank for enterprise saas keywords like 'cloud-based project management for teams' and 'enterprise collaboration tools.' can you develop a keyword strategy and content roadmap?\"\\\\nassistant: \"i'll conduct keyword research identifying search volumes, keyword difficulty, and commercial intent. i'll analyze competitor content strategies, identify content gaps and opportunities, develop a content roadmap prioritizing high-impact keywords, and provide on-page optimization guidelines ensuring each piece ranks for target keywords.\"\\\\n<commentary>\\\\ninvoke seo specialist when building comprehensive keyword strategies and content roadmaps for ranking on high-value search terms. the agent combines keyword research, competitor analysis, and content planning.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: a media publisher needs to implement structured data across hundreds of pages to enable rich results and improve ctr.\\\\nuser: \"we need to implement schema markup across our articles, recipes, and videos to get rich snippets in search results. how do we scale this across 5,000+ pages?\"\\\\nassistant: \"i'll assess your content structure and identify schema types needed for each content category. i'll develop schema implementation templates, create validation procedures using rich results test, design a rollout plan for your cms, and establish monitoring to track rich results coverage and ctr improvements.\"\\\\n<commentary>\\\\nuse seo specialist for technical implementation projects like structured data deployment, site architecture changes, and complex seo infrastructure improvements requiring specialized technical knowledge.\\\\n</commentary>\\\\n</example> seo-specialist-davila7 marketing "},{"slug":"seoagent","kind":"skill","name":"Seoagent","tagline":"Persistent SEO workflow for Claude Code — run a technical SEO audit, build a hub-and-spoke keyword strategy, write page-type-aware content briefs, and draft SEO-optimized articles, persisting every artifact to a .seoagent/ workspace so the work compounds across sessions. Use when auditing a site's technical SEO, planning a keyword/content strategy, writing content briefs, drafting SEO articles with structured data, or resuming SEO work started in a previous session.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seoagent persistent seo workflow for claude code — run a technical seo audit, build a hub-and-spoke keyword strategy, write page-type-aware content briefs, and draft seo-optimized articles, persisting every artifact to a .seoagent/ workspace so the work compounds across sessions. use when auditing a site's technical seo, planning a keyword/content strategy, writing content briefs, drafting seo articles with structured data, or resuming seo work started in a previous session. seoagent marketing "},{"slug":"session-handoff-davila7","kind":"skill","name":"Session handoff","tagline":"Creates comprehensive handoff documents for seamless AI agent session transfers. Triggered when: (1) user requests handoff/memory/context save, (2) context window approaches capacity, (3) major task milestone completed, (4) work session ending, (5) user says 'save state', 'create handoff', 'I need to pause', 'context is getting full', (6) resuming work with 'load handoff', 'resume from', 'continue where we left off'. Proactively suggests handoffs after substantial work (multiple file edits, complex debugging, architecture decisions). Solves long-running agent context exhaustion by enabling fresh agents to continue with zero ambiguity.","author":"davila7","license":"MIT","stars":32299,"dept":"operations","deptName":"Operations","task":"operations/document-process","taskName":"Process docs","hay":"session handoff creates comprehensive handoff documents for seamless ai agent session transfers. triggered when: (1) user requests handoff/memory/context save, (2) context window approaches capacity, (3) major task milestone completed, (4) work session ending, (5) user says 'save state', 'create handoff', 'i need to pause', 'context is getting full', (6) resuming work with 'load handoff', 'resume from', 'continue where we left off'. proactively suggests handoffs after substantial work (multiple file edits, complex debugging, architecture decisions). solves long-running agent context exhaustion by enabling fresh agents to continue with zero ambiguity. session-handoff-davila7 business & ops "},{"slug":"skill-developer","kind":"skill","name":"Skill developer","tagline":"Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skill activation, or implementing progressive disclosure. Covers skill structure, YAML frontmatter, trigger types (keywords, intent patterns, file paths, content patterns), enforcement levels (block, suggest, warn), hook mechanisms (UserPromptSubmit, PreToolUse), session tracking, and the 500-line rule.","author":"davila7","license":"MIT","stars":32299,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"skill developer create and manage claude code skills following anthropic best practices. use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skill activation, or implementing progressive disclosure. covers skill structure, yaml frontmatter, trigger types (keywords, intent patterns, file paths, content patterns), enforcement levels (block, suggest, warn), hook mechanisms (userpromptsubmit, pretooluse), session tracking, and the 500-line rule. skill-developer business & ops "},{"slug":"skill-judge","kind":"skill","name":"Skill judge","tagline":"Evaluate Agent Skill design quality against official specifications and best practices. Use when reviewing, auditing, or improving SKILL.md files and skill packages. Provides multi-dimensional scoring and actionable improvement suggestions.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"skill judge evaluate agent skill design quality against official specifications and best practices. use when reviewing, auditing, or improving skill.md files and skill packages. provides multi-dimensional scoring and actionable improvement suggestions. skill-judge coding "},{"slug":"slack-bot-builder","kind":"skill","name":"Slack bot builder","tagline":"Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and Workflow Builder integration. Focus on best practices for production-ready Slack apps. Use when: slack bot, slack app, bolt framework, block kit, slash command.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"slack bot builder build slack apps using the bolt framework across python, javascript, and java. covers block kit for rich uis, interactive components, slash commands, event handling, oauth installation flows, and workflow builder integration. focus on best practices for production-ready slack apps. use when: slack bot, slack app, bolt framework, block kit, slash command. slack-bot-builder coding "},{"slug":"social-content-davila7","kind":"skill","name":"Social content","tagline":"When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' or 'viral content.' This skill covers content creation, repurposing, and platform-specific strategies.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"social content when the user wants help creating, scheduling, or optimizing social media content for linkedin, twitter/x, instagram, tiktok, facebook, or other platforms. also use when the user mentions 'linkedin post,' 'twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' or 'viral content.' this skill covers content creation, repurposing, and platform-specific strategies. social-content-davila7 marketing "},{"slug":"social-media-clip-creator","kind":"agent","name":"Social media clip creator","tagline":"Social media video clip optimization specialist. Use PROACTIVELY for creating platform-specific clips with proper aspect ratios, subtitles, thumbnails, and encoding optimization.","author":"davila7","license":"MIT","stars":32299,"dept":"media","deptName":"Content creator","task":"media/caption-subtitle","taskName":"Captions & subs","hay":"social media clip creator social media video clip optimization specialist. use proactively for creating platform-specific clips with proper aspect ratios, subtitles, thumbnails, and encoding optimization. social-media-clip-creator creator "},{"slug":"social-media-copywriter","kind":"agent","name":"Social media copywriter","tagline":"Social media content creation specialist. Use PROACTIVELY for creating Twitter threads, LinkedIn posts, and Instagram captions from podcast episode information for maximum engagement.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"social media copywriter social media content creation specialist. use proactively for creating twitter threads, linkedin posts, and instagram captions from podcast episode information for maximum engagement. social-media-copywriter marketing "},{"slug":"sora","kind":"skill","name":"Sora","tagline":"Use when the user asks to generate, remix, poll, list, download, or delete Sora videos via OpenAI\\u2019s video API using the bundled CLI (`scripts/sora.py`), including requests like \\u201cgenerate AI video,\\u201d \\u201cSora,\\u201d \\u201cvideo remix,\\u201d \\u201cdownload video/thumbnail/spritesheet,\\u201d and batch video generation; requires `OPENAI_API_KEY` and Sora API access.","author":"davila7","license":"MIT","stars":32299,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"sora use when the user asks to generate, remix, poll, list, download, or delete sora videos via openai\\u2019s video api using the bundled cli (`scripts/sora.py`), including requests like \\u201cgenerate ai video,\\u201d \\u201csora,\\u201d \\u201cvideo remix,\\u201d \\u201cdownload video/thumbnail/spritesheet,\\u201d and batch video generation; requires `openai_api_key` and sora api access. sora creator "},{"slug":"speech","kind":"skill","name":"Speech","tagline":"Use when the user asks for text-to-speech narration or voiceover, accessibility reads, audio prompts, or batch speech generation. OpenAI remains the default; Atlas Cloud is an explicit optional backend for asynchronous multilingual speech. Custom voice creation is out of scope.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"speech use when the user asks for text-to-speech narration or voiceover, accessibility reads, audio prompts, or batch speech generation. openai remains the default; atlas cloud is an explicit optional backend for asynchronous multilingual speech. custom voice creation is out of scope. speech uncategorised "},{"slug":"tailwind-patterns","kind":"skill","name":"Tailwind patterns","tagline":"Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"tailwind patterns tailwind css v4 principles. css-first configuration, container queries, modern patterns, design token architecture. tailwind-patterns coding "},{"slug":"technical-researcher","kind":"agent","name":"Technical researcher","tagline":"Use this agent when you need to analyze code repositories, technical documentation, implementation details, or evaluate technical solutions. This includes researching GitHub projects, reviewing API documentation, finding code examples, assessing code quality, tracking version histories, or comparing technical implementations. <example>Context: The user wants to understand different implementations of a rate limiting algorithm. user: \"I need to implement rate limiting in my API. What are the best approaches?\" assistant: \"I'll use the technical-researcher agent to analyze different rate limiting implementations and libraries.\" <commentary>Since the user is asking about technical implementations, use the technical-researcher agent to analyze code repositories and documentation.</commentary></example> <example>Context: The user needs to evaluate a specific open source project. user: \"Can you analyze the architecture and code quality of the FastAPI framework?\" assistant: \"Let me use the technical-researcher agent to examine the FastAPI repository and its technical details.\" <commentary>The user wants a technical analysis of a code repository, which is exactly what the technical-researcher agent specializes in.</commentary></example>","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"technical researcher use this agent when you need to analyze code repositories, technical documentation, implementation details, or evaluate technical solutions. this includes researching github projects, reviewing api documentation, finding code examples, assessing code quality, tracking version histories, or comparing technical implementations. <example>context: the user wants to understand different implementations of a rate limiting algorithm. user: \"i need to implement rate limiting in my api. what are the best approaches?\" assistant: \"i'll use the technical-researcher agent to analyze different rate limiting implementations and libraries.\" <commentary>since the user is asking about technical implementations, use the technical-researcher agent to analyze code repositories and documentation.</commentary></example> <example>context: the user needs to evaluate a specific open source project. user: \"can you analyze the architecture and code quality of the fastapi framework?\" assistant: \"let me use the technical-researcher agent to examine the fastapi repository and its technical details.\" <commentary>the user wants a technical analysis of a code repository, which is exactly what the technical-researcher agent specializes in.</commentary></example> technical-researcher coding "},{"slug":"telegram-bot-builder","kind":"skill","name":"Telegram bot builder","tagline":"Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategies, and scaling bots to thousands of users. Use when: telegram bot, bot api, telegram automation, chat bot telegram, tg bot.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"telegram bot builder expert in building telegram bots that solve real problems - from simple automation to complex ai-powered bots. covers bot architecture, the telegram bot api, user experience, monetization strategies, and scaling bots to thousands of users. use when: telegram bot, bot api, telegram automation, chat bot telegram, tg bot. telegram-bot-builder coding "},{"slug":"telegram-mini-app","kind":"skill","name":"Telegram mini app","tagline":"Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and building viral mini apps that monetize. Use when: telegram mini app, TWA, telegram web app, TON app, mini app.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"telegram mini app expert in building telegram mini apps (twa) - web apps that run inside telegram with native-like experience. covers the ton ecosystem, telegram web app api, payments, user authentication, and building viral mini apps that monetize. use when: telegram mini app, twa, telegram web app, ton app, mini app. telegram-mini-app coding "},{"slug":"think-tank","kind":"skill","name":"Think tank","tagline":"Run a Virtual Think Tank — a structured multi-persona debate — before planning or making architectural/design/strategic decisions. Use this skill whenever the user is about to plan a system, make a technology choice, evaluate trade-offs, decide on an approach, or faces any decision where multiple perspectives would sharpen the outcome. Also trigger when the user says \"think tank\", \"debate this\", \"perspectives on\", \"trade-offs\", \"should I use X or Y\", \"help me decide\", \"before we plan\", or asks for pros/cons of competing approaches. This skill should run BEFORE any implementation planning begins — it produces a structured analysis that feeds into better plans.","author":"davila7","license":"MIT","stars":32299,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"think tank run a virtual think tank — a structured multi-persona debate — before planning or making architectural/design/strategic decisions. use this skill whenever the user is about to plan a system, make a technology choice, evaluate trade-offs, decide on an approach, or faces any decision where multiple perspectives would sharpen the outcome. also trigger when the user says \"think tank\", \"debate this\", \"perspectives on\", \"trade-offs\", \"should i use x or y\", \"help me decide\", \"before we plan\", or asks for pros/cons of competing approaches. this skill should run before any implementation planning begins — it produces a structured analysis that feeds into better plans. think-tank business & ops "},{"slug":"timestamp-precision-specialist","kind":"agent","name":"Timestamp precision specialist","tagline":"Frame-accurate timestamp extraction specialist. Use PROACTIVELY for precise cut points, speech boundary detection, silence analysis, and professional podcast editing timestamps.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"timestamp precision specialist frame-accurate timestamp extraction specialist. use proactively for precise cut points, speech boundary detection, silence analysis, and professional podcast editing timestamps. timestamp-precision-specialist uncategorised "},{"slug":"trading-risk-manager","kind":"agent","name":"Trading risk manager","tagline":"Trading and portfolio risk management specialist for retail/discretionary traders and investors. Use PROACTIVELY for position sizing, R-multiple analysis, hedging strategies, and risk-adjusted performance measurement. Distinct from finance/risk-manager, which covers enterprise-level ERM, regulatory compliance (Basel III, COSO), and institutional risk frameworks. Specifically:\\n\\n<example>\\nContext: A trader wants help sizing a new position in a volatile stock.\\nuser: \"I have a $50,000 account and want to buy a stock trading at $120 with a stop-loss at $110. How many shares should I buy?\"\\nassistant: \"I'll first confirm your risk tolerance (e.g., 1% max risk per trade), then calculate position size in R-multiples: risk per share is $10, so at 1% ($500) max risk you could take roughly 50 shares. I'll also flag that this is educational risk-sizing math, not investment advice.\"\\n<commentary>\\nUse trading-risk-manager for concrete position-sizing and R-multiple calculations tied to a stated account size and risk tolerance, not generic stock picks.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: A discretionary trader wants to evaluate whether to use full Kelly criterion sizing after a winning streak.\\nuser: \"My system has a 60% win rate with a 2:1 reward-to-risk ratio. Should I size positions using the full Kelly criterion?\"\\nassistant: \"I'll calculate your full Kelly percentage from those inputs, but recommend sizing at a fraction of it (typically half or quarter Kelly) since full Kelly is highly sensitive to estimation error in your win rate and reward ratio and can produce large drawdowns.\"\\n<commentary>\\nUse trading-risk-manager when a user proposes an aggressive sizing method; the agent should surface the estimation-error risk and recommend fractional Kelly rather than applying the formula uncritically.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: An investor holding a leveraged crypto position wants to understand liquidation risk.\\nuser: \"I'm running 5x leverage on a BTC perpetual futures position. What's my liquidation risk?\"\\nassistant: \"I'll walk through your liquidation price given the leverage and current margin, discuss how funding rates and volatility affect margin-call risk, and outline hedging options like reducing leverage or adding protective positions — while flagging that leveraged derivatives carry substantial loss-of-principal risk.\"\\n<commentary>\\nUse trading-risk-manager for leverage, margin, and liquidation risk questions on derivatives and crypto, a common retail trading scenario.\\n</commentary>\\n</example>","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"trading risk manager trading and portfolio risk management specialist for retail/discretionary traders and investors. use proactively for position sizing, r-multiple analysis, hedging strategies, and risk-adjusted performance measurement. distinct from finance/risk-manager, which covers enterprise-level erm, regulatory compliance (basel iii, coso), and institutional risk frameworks. specifically:\\n\\n<example>\\ncontext: a trader wants help sizing a new position in a volatile stock.\\nuser: \"i have a $50,000 account and want to buy a stock trading at $120 with a stop-loss at $110. how many shares should i buy?\"\\nassistant: \"i'll first confirm your risk tolerance (e.g., 1% max risk per trade), then calculate position size in r-multiples: risk per share is $10, so at 1% ($500) max risk you could take roughly 50 shares. i'll also flag that this is educational risk-sizing math, not investment advice.\"\\n<commentary>\\nuse trading-risk-manager for concrete position-sizing and r-multiple calculations tied to a stated account size and risk tolerance, not generic stock picks.\\n</commentary>\\n</example>\\n\\n<example>\\ncontext: a discretionary trader wants to evaluate whether to use full kelly criterion sizing after a winning streak.\\nuser: \"my system has a 60% win rate with a 2:1 reward-to-risk ratio. should i size positions using the full kelly criterion?\"\\nassistant: \"i'll calculate your full kelly percentage from those inputs, but recommend sizing at a fraction of it (typically half or quarter kelly) since full kelly is highly sensitive to estimation error in your win rate and reward ratio and can produce large drawdowns.\"\\n<commentary>\\nuse trading-risk-manager when a user proposes an aggressive sizing method; the agent should surface the estimation-error risk and recommend fractional kelly rather than applying the formula uncritically.\\n</commentary>\\n</example>\\n\\n<example>\\ncontext: an investor holding a leveraged crypto position wants to understand liquidation risk.\\nuser: \"i'm running 5x leverage on a btc perpetual futures position. what's my liquidation risk?\"\\nassistant: \"i'll walk through your liquidation price given the leverage and current margin, discuss how funding rates and volatility affect margin-call risk, and outline hedging options like reducing leverage or adding protective positions — while flagging that leveraged derivatives carry substantial loss-of-principal risk.\"\\n<commentary>\\nuse trading-risk-manager for leverage, margin, and liquidation risk questions on derivatives and crypto, a common retail trading scenario.\\n</commentary>\\n</example> trading-risk-manager uncategorised "},{"slug":"transcribe","kind":"skill","name":"Transcribe","tagline":"Transcribe audio files to text with optional diarization and known-speaker hints. Use when a user asks to transcribe speech from audio/video, extract text from recordings, or label speakers in interviews or meetings.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"transcribe transcribe audio files to text with optional diarization and known-speaker hints. use when a user asks to transcribe speech from audio/video, extract text from recordings, or label speakers in interviews or meetings. transcribe uncategorised "},{"slug":"twilio-communications","kind":"skill","name":"Twilio communications","tagline":"Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems and multi-channel authentication. Critical focus on compliance, rate limits, and error handling. Use when: twilio, send SMS, text message, voice call, phone verification.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"twilio communications build communication features with twilio: sms messaging, voice calls, whatsapp business api, and user verification (2fa). covers the full spectrum from simple notifications to complex ivr systems and multi-channel authentication. critical focus on compliance, rate limits, and error handling. use when: twilio, send sms, text message, voice call, phone verification. twilio-communications coding "},{"slug":"twitter-ai-influencer-manager","kind":"agent","name":"Twitter AI influencer manager","tagline":"Twitter AI influencer engagement specialist. Use PROACTIVELY for interacting with AI thought leaders, posting AI-focused tweets, analyzing influencer content, and managing AI community engagement.","author":"davila7","license":"MIT","stars":32299,"dept":"marketing","deptName":"Marketing","task":"marketing/partner-influencer","taskName":"Partners & influencers","hay":"twitter ai influencer manager twitter ai influencer engagement specialist. use proactively for interacting with ai thought leaders, posting ai-focused tweets, analyzing influencer content, and managing ai community engagement. twitter-ai-influencer-manager marketing "},{"slug":"ui-design-system-davila7","kind":"skill","name":"UI design system","tagline":"UI design system toolkit for Senior UI Designer including design token generation, component documentation, responsive design calculations, and developer handoff tools. Use for creating design systems, maintaining visual consistency, and facilitating design-dev collaboration.","author":"davila7","license":"MIT","stars":32299,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"ui design system ui design system toolkit for senior ui designer including design token generation, component documentation, responsive design calculations, and developer handoff tools. use for creating design systems, maintaining visual consistency, and facilitating design-dev collaboration. ui-design-system-davila7 design & ui "},{"slug":"ui-ux-pro-max-davila7","kind":"skill","name":"UI UX pro max","tagline":"UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient. Integrations: shadcn/ui MCP for component search and examples.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"ui ux pro max ui/ux design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (react, next.js, vue, svelte, swiftui, react native, flutter, tailwind, shadcn/ui). actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check ui/ux code. projects: website, landing page, dashboard, admin panel, e-commerce, saas, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. elements: button, modal, navbar, sidebar, card, table, form, chart. styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient. integrations: shadcn/ui mcp for component search and examples. ui-ux-pro-max-davila7 coding "},{"slug":"ux-researcher-davila7","kind":"agent","name":"UX researcher","tagline":"Use this agent when you need to design user research plans, analyze user-supplied data (interview transcripts, analytics, notes/transcripts from session recordings you provide), and generate actionable insights to validate design decisions and uncover user needs. Invoke when you need usability-test planning, interview/survey design, analytics interpretation, persona development, or competitive UX benchmarking to inform product strategy. Specifically:\\\\n\\\\n<example>\\\\nContext: A product team is launching a new feature and needs a research plan to validate it with real users before full release.\\\\nuser: \"We've built a new checkout flow, but we want to test it with real users first to catch any issues. Can you help us plan usability testing?\"\\\\nassistant: \"I'll design a comprehensive usability test plan including task flows, screener criteria for recruiting participants, a moderation/observation guide, and an analysis framework for the sessions your team runs. Once you share session notes or transcripts, I'll analyze drop-off points and synthesize findings into specific design recommendations to improve conversion and reduce friction.\"\\\\n<commentary>\\\\nInvoke ux-researcher when you need a rigorous usability-test protocol and the analysis framework to translate results into design recommendations. This agent designs the research and analyzes data the team gathers or provides — it does not recruit participants or run live sessions itself.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: A product manager is exploring a new market segment and needs to understand user needs and behaviors before defining requirements.\\\\nuser: \"We want to expand into a new user segment, but we don't know their pain points or workflows. How can we understand what they need?\"\\\\nassistant: \"I'll design a mixed-methods research plan: a discussion guide and screener for target-user interviews, an in-context observation protocol, and a survey instrument to validate findings across a broader population. Once you provide interview transcripts, survey responses, or field notes, I'll synthesize results into personas, journey maps, and opportunity areas to guide your product roadmap.\"\\\\n<commentary>\\\\nUse ux-researcher for exploratory research design when you need instruments and a synthesis framework to understand user needs, motivations, and behaviors in unfamiliar segments. The agent designs the protocols and analyzes the data you supply.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\nContext: Analytics show a 40% drop-off in your user funnel but the team doesn't understand why users are leaving.\\\\nuser: \"Our analytics show users are abandoning the onboarding flow at the same step. What's causing this and how do we fix it?\"\\\\nassistant: \"I'll analyze the behavioral analytics export you provide to map the exact moment and context of drop-offs, design a targeted interview guide for users who abandoned at that step, review publicly available competitor onboarding flows for comparison, and synthesize findings into design recommendations. I'll prioritize the highest-impact changes and design iterations to test next.\"\\\\n<commentary>\\\\nInvoke ux-researcher when quantitative metrics show a problem but you need qualitative understanding of the root cause. This agent combines analytics interpretation (from data you provide) with research-design expertise to translate metrics into actionable insights.\\\\n</commentary>\\\\n</example>","author":"davila7","license":"MIT","stars":32299,"dept":"design","deptName":"Design","task":"design/map-flow","taskName":"User flows","hay":"ux researcher use this agent when you need to design user research plans, analyze user-supplied data (interview transcripts, analytics, notes/transcripts from session recordings you provide), and generate actionable insights to validate design decisions and uncover user needs. invoke when you need usability-test planning, interview/survey design, analytics interpretation, persona development, or competitive ux benchmarking to inform product strategy. specifically:\\\\n\\\\n<example>\\\\ncontext: a product team is launching a new feature and needs a research plan to validate it with real users before full release.\\\\nuser: \"we've built a new checkout flow, but we want to test it with real users first to catch any issues. can you help us plan usability testing?\"\\\\nassistant: \"i'll design a comprehensive usability test plan including task flows, screener criteria for recruiting participants, a moderation/observation guide, and an analysis framework for the sessions your team runs. once you share session notes or transcripts, i'll analyze drop-off points and synthesize findings into specific design recommendations to improve conversion and reduce friction.\"\\\\n<commentary>\\\\ninvoke ux-researcher when you need a rigorous usability-test protocol and the analysis framework to translate results into design recommendations. this agent designs the research and analyzes data the team gathers or provides — it does not recruit participants or run live sessions itself.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: a product manager is exploring a new market segment and needs to understand user needs and behaviors before defining requirements.\\\\nuser: \"we want to expand into a new user segment, but we don't know their pain points or workflows. how can we understand what they need?\"\\\\nassistant: \"i'll design a mixed-methods research plan: a discussion guide and screener for target-user interviews, an in-context observation protocol, and a survey instrument to validate findings across a broader population. once you provide interview transcripts, survey responses, or field notes, i'll synthesize results into personas, journey maps, and opportunity areas to guide your product roadmap.\"\\\\n<commentary>\\\\nuse ux-researcher for exploratory research design when you need instruments and a synthesis framework to understand user needs, motivations, and behaviors in unfamiliar segments. the agent designs the protocols and analyzes the data you supply.\\\\n</commentary>\\\\n</example>\\\\n\\\\n<example>\\\\ncontext: analytics show a 40% drop-off in your user funnel but the team doesn't understand why users are leaving.\\\\nuser: \"our analytics show users are abandoning the onboarding flow at the same step. what's causing this and how do we fix it?\"\\\\nassistant: \"i'll analyze the behavioral analytics export you provide to map the exact moment and context of drop-offs, design a targeted interview guide for users who abandoned at that step, review publicly available competitor onboarding flows for comparison, and synthesize findings into design recommendations. i'll prioritize the highest-impact changes and design iterations to test next.\"\\\\n<commentary>\\\\ninvoke ux-researcher when quantitative metrics show a problem but you need qualitative understanding of the root cause. this agent combines analytics interpretation (from data you provide) with research-design expertise to translate metrics into actionable insights.\\\\n</commentary>\\\\n</example> ux-researcher-davila7 design & ui "},{"slug":"ux-researcher-designer-davila7","kind":"skill","name":"UX researcher designer","tagline":"UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona creation, journey mapping, and design validation.","author":"davila7","license":"MIT","stars":32299,"dept":"design","deptName":"Design","task":"design/map-flow","taskName":"User flows","hay":"ux researcher designer ux research and design toolkit for senior ux designer/researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. use for user research, persona creation, journey mapping, and design validation. ux-researcher-designer-davila7 design & ui "},{"slug":"video-downloader","kind":"skill","name":"Video downloader","tagline":"Downloads videos from YouTube and other platforms for offline viewing, editing, or archival. Handles various formats and quality options.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"video downloader downloads videos from youtube and other platforms for offline viewing, editing, or archival. handles various formats and quality options. video-downloader uncategorised "},{"slug":"video-editor","kind":"agent","name":"Video editor","tagline":"Video editing and production specialist. Use PROACTIVELY for video cuts, transitions, effects, color correction, multi-track editing, and professional video assembly using FFmpeg.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"video editor video editing and production specialist. use proactively for video cuts, transitions, effects, color correction, multi-track editing, and professional video assembly using ffmpeg. video-editor uncategorised "},{"slug":"viral-generator-builder","kind":"skill","name":"Viral generator builder","tagline":"Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanics, and building tools people can't resist sharing with friends. Use when: generator tool, quiz maker, name generator, avatar creator, viral tool.","author":"davila7","license":"MIT","stars":32299,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"viral generator builder expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. covers the psychology of sharing, viral mechanics, and building tools people can't resist sharing with friends. use when: generator tool, quiz maker, name generator, avatar creator, viral tool. viral-generator-builder creator "},{"slug":"vr-ar","kind":"skill","name":"Vr ar","tagline":"VR/AR development principles. Comfort, interaction, performance requirements.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"vr ar vr/ar development principles. comfort, interaction, performance requirements. vr-ar uncategorised "},{"slug":"web-games","kind":"skill","name":"Web games","tagline":"Web browser game development principles. Framework selection, WebGPU, optimization, PWA.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"web games web browser game development principles. framework selection, webgpu, optimization, pwa. web-games uncategorised "},{"slug":"workorai","kind":"skill","name":"Workorai","tagline":"WorkorAI talent marketplace skill: candidate job search and employer hiring with white-box match explanations via the WorkorAI MCP server (https://workorai.com/mcp). Use when the user asks to find a job, apply to jobs, respond to employer invitations, or when an employer wants to post jobs, search and evaluate candidates, invite them, and review applicants.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"workorai workorai talent marketplace skill: candidate job search and employer hiring with white-box match explanations via the workorai mcp server (https://workorai.com/mcp). use when the user asks to find a job, apply to jobs, respond to employer invitations, or when an employer wants to post jobs, search and evaluate candidates, invite them, and review applicants. workorai coding "},{"slug":"writing-clearly-and-concisely","kind":"skill","name":"Writing clearly and concisely","tagline":"Use when writing prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Applies Strunk's timeless rules for clearer, stronger, more professional writing.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"writing clearly and concisely use when writing prose humans will read—documentation, commit messages, error messages, explanations, reports, or ui text. applies strunk's timeless rules for clearer, stronger, more professional writing. writing-clearly-and-concisely uncategorised "},{"slug":"writing-hookify-rules","kind":"skill","name":"Writing hookify rules","tagline":"This skill should be used when the user asks to \"create a hookify rule\", \"write a hook rule\", \"configure hookify\", \"add a hookify rule\", or needs guidance on hookify rule syntax and patterns.","author":"davila7","license":"MIT","stars":32299,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"writing hookify rules this skill should be used when the user asks to \"create a hookify rule\", \"write a hook rule\", \"configure hookify\", \"add a hookify rule\", or needs guidance on hookify rule syntax and patterns. writing-hookify-rules uncategorised "},{"slug":"writing-plans-davila7","kind":"skill","name":"Writing plans","tagline":"Use when you have a spec or requirements for a multi-step task, before touching code","author":"davila7","license":"MIT","stars":32299,"dept":"operations","deptName":"Operations","task":"operations/plan-week","taskName":"Planning the work","hay":"writing plans use when you have a spec or requirements for a multi-step task, before touching code writing-plans-davila7 business & ops "},{"slug":"writing-skills-davila7","kind":"skill","name":"Writing skills","tagline":"Use when creating new skills, editing existing skills, or verifying skills work before deployment","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"writing skills use when creating new skills, editing existing skills, or verifying skills work before deployment writing-skills-davila7 coding "},{"slug":"x-twitter-scraper-davila7","kind":"skill","name":"X twitter scraper","tagline":"X API & Twitter scraper skill for AI coding agents. Builds integrations with the Xquik REST API, MCP server & webhooks: tweet search, user lookup, follower extraction, engagement metrics, giveaway contest draws, trending topics, account monitoring, reply/retweet/quote extraction, community & Space data, mutual follow checks. Works with Claude Code, Cursor, Codex, Copilot, Windsurf & 40+ agents.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"x twitter scraper x api & twitter scraper skill for ai coding agents. builds integrations with the xquik rest api, mcp server & webhooks: tweet search, user lookup, follower extraction, engagement metrics, giveaway contest draws, trending topics, account monitoring, reply/retweet/quote extraction, community & space data, mutual follow checks. works with claude code, cursor, codex, copilot, windsurf & 40+ agents. x-twitter-scraper-davila7 coding "},{"slug":"x-twitter-scraper","kind":"skill","name":"X twitter scraper","tagline":"Use when the user wants to integrate with the X (Twitter) API via Xquik to search tweets, look up user profiles, extract followers, run giveaway draws, monitor accounts, or access trending topics. Also use when the user mentions 'Xquik,' 'Twitter API,' 'X API,' 'tweet scraper,' 'follower extraction,' or 'Twitter monitoring.' Covers REST API, webhooks, and MCP server setup.","author":"davila7","license":"MIT","stars":32299,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"x twitter scraper use when the user wants to integrate with the x (twitter) api via xquik to search tweets, look up user profiles, extract followers, run giveaway draws, monitor accounts, or access trending topics. also use when the user mentions 'xquik,' 'twitter api,' 'x api,' 'tweet scraper,' 'follower extraction,' or 'twitter monitoring.' covers rest api, webhooks, and mcp server setup. x-twitter-scraper coding "},{"slug":"beachhead-segment","kind":"skill","name":"Beachhead segment","tagline":"Identify the first beachhead market segment for a product launch. Evaluates segments against burning pain, willingness to pay, winnable market share, and referral potential. Use when choosing a first market, targeting an initial customer segment, or planning market entry strategy.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"beachhead segment identify the first beachhead market segment for a product launch. evaluates segments against burning pain, willingness to pay, winnable market share, and referral potential. use when choosing a first market, targeting an initial customer segment, or planning market entry strategy. beachhead-segment business & ops "},{"slug":"brainstorm-experiments-existing","kind":"skill","name":"Brainstorm experiments existing","tagline":"Design experiments to test assumptions for an existing product — prototypes, A/B tests, spikes, and other low-effort validation methods. Use when validating assumptions, testing feature ideas cheaply, or planning product experiments.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"brainstorm experiments existing design experiments to test assumptions for an existing product — prototypes, a/b tests, spikes, and other low-effort validation methods. use when validating assumptions, testing feature ideas cheaply, or planning product experiments. brainstorm-experiments-existing business & ops "},{"slug":"brainstorm-experiments-new","kind":"skill","name":"Brainstorm experiments new","tagline":"Design lean startup experiments (pretotypes) for a new product. Creates XYZ hypotheses and suggests low-effort validation methods like landing pages, explainer videos, and pre-orders. Use when validating a new product idea, creating pretotypes, or testing market demand.","author":"phuryn","license":"MIT","stars":26557,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"brainstorm experiments new design lean startup experiments (pretotypes) for a new product. creates xyz hypotheses and suggests low-effort validation methods like landing pages, explainer videos, and pre-orders. use when validating a new product idea, creating pretotypes, or testing market demand. brainstorm-experiments-new business & ops "},{"slug":"brainstorm-ideas-existing","kind":"skill","name":"Brainstorm ideas existing","tagline":"Brainstorm product ideas for an existing product using multi-perspective ideation from PM, Designer, and Engineer viewpoints. Use when generating new feature ideas, brainstorming solutions for an identified opportunity, or ideating with a product trio.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"brainstorm ideas existing brainstorm product ideas for an existing product using multi-perspective ideation from pm, designer, and engineer viewpoints. use when generating new feature ideas, brainstorming solutions for an identified opportunity, or ideating with a product trio. brainstorm-ideas-existing business & ops "},{"slug":"brainstorm-ideas-new","kind":"skill","name":"Brainstorm ideas new","tagline":"Brainstorm feature ideas for a new product in initial discovery from PM, Designer, and Engineer perspectives. Use when starting product discovery for a new product, exploring features for a startup idea, or doing initial ideation.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"brainstorm ideas new brainstorm feature ideas for a new product in initial discovery from pm, designer, and engineer perspectives. use when starting product discovery for a new product, exploring features for a startup idea, or doing initial ideation. brainstorm-ideas-new business & ops "},{"slug":"brainstorm-okrs","kind":"skill","name":"Brainstorm Team OKRs","tagline":"Brainstorm team-level OKRs aligned with company objectives — qualitative objectives with measurable key results. Use when setting quarterly OKRs, aligning team goals with company strategy, drafting objectives, or learning how to write effective OKRs.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"brainstorm team okrs brainstorm team-level okrs aligned with company objectives — qualitative objectives with measurable key results. use when setting quarterly okrs, aligning team goals with company strategy, drafting objectives, or learning how to write effective okrs. brainstorm-okrs business & ops "},{"slug":"business-model","kind":"skill","name":"Business Model Canvas","tagline":"Generate a Business Model Canvas with all 9 building blocks. Use when creating a business model, documenting how a business creates value, or analyzing an existing business model.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"business model canvas generate a business model canvas with all 9 building blocks. use when creating a business model, documenting how a business creates value, or analyzing an existing business model. business-model business & ops "},{"slug":"code-review","kind":"skill","name":"Code review","tagline":"Review code for actionable defects. Correctness is the core; performance and security are optional sub-cases of the same engine. Anchors on agreements between participants across a boundary, forces a violating execution, and refutes every candidate before reporting. Use when asked to review changes, find bugs, audit a codebase, or check whether a fix is safe.","author":"phuryn","license":"MIT","stars":26557,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"code review review code for actionable defects. correctness is the core; performance and security are optional sub-cases of the same engine. anchors on agreements between participants across a boundary, forces a violating execution, and refutes every candidate before reporting. use when asked to review changes, find bugs, audit a codebase, or check whether a fix is safe. code-review business & ops "},{"slug":"cohort-analysis-3","kind":"skill","name":"Cohort Analysis & Retention Explorer","tagline":"Perform cohort analysis on user engagement data — retention curves, feature adoption trends, and segment-level insights. Use when analyzing user retention by cohort, studying feature adoption over time, investigating churn patterns, or identifying engagement trends.","author":"phuryn","license":"MIT","stars":26557,"dept":"marketing","deptName":"Marketing","task":"marketing/measure-marketing","taskName":"Attribution","hay":"cohort analysis & retention explorer perform cohort analysis on user engagement data — retention curves, feature adoption trends, and segment-level insights. use when analyzing user retention by cohort, studying feature adoption over time, investigating churn patterns, or identifying engagement trends. cohort-analysis-3 business & ops "},{"slug":"competitive-battlecard","kind":"skill","name":"Competitive battlecard","tagline":"Create sales-ready competitive battlecards comparing your product against a specific competitor — positioning, feature comparison, objection handling, and win/loss patterns. Use when preparing sales teams, creating competitive materials, or responding to 'why not competitor X?'","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitive battlecard create sales-ready competitive battlecards comparing your product against a specific competitor — positioning, feature comparison, objection handling, and win/loss patterns. use when preparing sales teams, creating competitive materials, or responding to 'why not competitor x?' competitive-battlecard business & ops "},{"slug":"competitor-analysis-2","kind":"skill","name":"Competitor analysis","tagline":"Analyze competitors with strengths, weaknesses, and differentiation opportunities. Identifies direct competitors and maps the competitive landscape. Use when doing competitive research, preparing a competitive brief, or finding differentiation opportunities.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor analysis analyze competitors with strengths, weaknesses, and differentiation opportunities. identifies direct competitors and maps the competitive landscape. use when doing competitive research, preparing a competitive brief, or finding differentiation opportunities. competitor-analysis-2 business & ops "},{"slug":"create-prd","kind":"skill","name":"Create a Product Requirements Document","tagline":"Create a Product Requirements Document using a comprehensive 8-section template covering problem, objectives, segments, value propositions, solution, and release planning. Use when writing a PRD, documenting product requirements, preparing a feature spec, or reviewing an existing PRD.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"create a product requirements document create a product requirements document using a comprehensive 8-section template covering problem, objectives, segments, value propositions, solution, and release planning. use when writing a prd, documenting product requirements, preparing a feature spec, or reviewing an existing prd. create-prd business & ops "},{"slug":"dummy-dataset","kind":"skill","name":"Dummy Dataset Generation","tagline":"Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script). Use when creating test data, building mock datasets, or generating sample data for development and demos.","author":"phuryn","license":"MIT","stars":26557,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"dummy dataset generation generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (csv, json, sql, python script). use when creating test data, building mock datasets, or generating sample data for development and demos. dummy-dataset business & ops "},{"slug":"market-sizing","kind":"skill","name":"Estimate Market Size (TAM, SAM, SOM)","tagline":"Estimate market size using TAM, SAM, and SOM with top-down and bottom-up approaches. Use when sizing a market opportunity, estimating addressable market, preparing for investor pitches, or evaluating market entry.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"estimate market size (tam, sam, som) estimate market size using tam, sam, and som with top-down and bottom-up approaches. use when sizing a market opportunity, estimating addressable market, preparing for investor pitches, or evaluating market entry. market-sizing business & ops "},{"slug":"grammar-check","kind":"skill","name":"Grammar and Flow Checking","tagline":"Identify grammar, logical, and flow errors in text and suggest targeted fixes without rewriting the entire text. Use when proofreading content, checking writing quality, or reviewing a draft.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"grammar and flow checking identify grammar, logical, and flow errors in text and suggest targeted fixes without rewriting the entire text. use when proofreading content, checking writing quality, or reviewing a draft. grammar-check business & ops "},{"slug":"growth-loops-2","kind":"skill","name":"Growth loops","tagline":"Identify growth loops (flywheels) for sustainable traction. Evaluates 5 loop types: Viral, Usage, Collaboration, User-Generated, and Referral. Use when designing growth mechanisms, building product-led traction, or understanding how growth loops work.","author":"phuryn","license":"MIT","stars":26557,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"growth loops identify growth loops (flywheels) for sustainable traction. evaluates 5 loop types: viral, usage, collaboration, user-generated, and referral. use when designing growth mechanisms, building product-led traction, or understanding how growth loops work. growth-loops-2 business & ops "},{"slug":"gtm-motions","kind":"skill","name":"Gtm motions","tagline":"Identify the best GTM motions and tools across 7 motion types: Inbound, Outbound, Paid Digital, Community, Partners, ABM, and PLG. Use when selecting marketing channels, choosing between inbound and outbound strategy, or planning cross-channel campaigns.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"gtm motions identify the best gtm motions and tools across 7 motion types: inbound, outbound, paid digital, community, partners, abm, and plg. use when selecting marketing channels, choosing between inbound and outbound strategy, or planning cross-channel campaigns. gtm-motions business & ops "},{"slug":"gtm-strategy","kind":"skill","name":"Gtm strategy","tagline":"Create a go-to-market strategy covering marketing channels, messaging, success metrics, and launch timeline. Use when planning a product launch, creating a GTM plan from scratch, or defining a launch strategy for a new market.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"gtm strategy create a go-to-market strategy covering marketing channels, messaging, success metrics, and launch timeline. use when planning a product launch, creating a gtm plan from scratch, or defining a launch strategy for a new market. gtm-strategy business & ops "},{"slug":"ideal-customer-profile","kind":"skill","name":"Ideal customer profile","tagline":"Identify the Ideal Customer Profile (ICP) from research data with demographics, behaviors, JTBD, and needs. Use when defining your ICP, analyzing PMF survey data, or understanding who your best customers are.","author":"phuryn","license":"MIT","stars":26557,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"ideal customer profile identify the ideal customer profile (icp) from research data with demographics, behaviors, jtbd, and needs. use when defining your icp, analyzing pmf survey data, or understanding who your best customers are. ideal-customer-profile business & ops "},{"slug":"identify-assumptions-existing","kind":"skill","name":"Identify assumptions existing","tagline":"Identify risky assumptions for a feature idea in an existing product across Value, Usability, Viability, and Feasibility. Uses multi-perspective devil's advocate thinking. Use when stress-testing a feature idea, doing risk assessment, or preparing for assumption mapping.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"identify assumptions existing identify risky assumptions for a feature idea in an existing product across value, usability, viability, and feasibility. uses multi-perspective devil's advocate thinking. use when stress-testing a feature idea, doing risk assessment, or preparing for assumption mapping. identify-assumptions-existing business & ops "},{"slug":"identify-assumptions-new","kind":"skill","name":"Identify assumptions new","tagline":"Identify risky assumptions for a new product idea across 8 risk categories including Go-to-Market, Strategy, and Team. Use when evaluating startup risks, assessing a new product concept, or mapping assumptions for a new venture.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"identify assumptions new identify risky assumptions for a new product idea across 8 risk categories including go-to-market, strategy, and team. use when evaluating startup risks, assessing a new product concept, or mapping assumptions for a new venture. identify-assumptions-new business & ops "},{"slug":"intended-vs-implemented","kind":"skill","name":"Intended vs. Implemented: Auditing the Gap","tagline":"The method for finding the gap between what a system is supposed to do and what the code actually does — the class of bug generic scanners miss because they have no model of intent. Defines what counts as documented intent, what counts as implementation evidence, which mismatches matter, and how to avoid hand-wavy findings. Use when auditing AI-built code, reviewing access control against documented permissions, or checking whether a codebase matches its own documentation.","author":"phuryn","license":"MIT","stars":26557,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"intended vs. implemented: auditing the gap the method for finding the gap between what a system is supposed to do and what the code actually does — the class of bug generic scanners miss because they have no model of intent. defines what counts as documented intent, what counts as implementation evidence, which mismatches matter, and how to avoid hand-wavy findings. use when auditing ai-built code, reviewing access control against documented permissions, or checking whether a codebase matches its own documentation. intended-vs-implemented business & ops "},{"slug":"interview-script","kind":"skill","name":"Interview script","tagline":"Create a structured customer interview script with JTBD probing questions, warm-up, core exploration, and wrap-up sections. Follows The Mom Test principles — no leading questions, no pitching, focus on past behavior. Use when preparing for user interviews, creating interview guides, or planning discovery research.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"interview script create a structured customer interview script with jtbd probing questions, warm-up, core exploration, and wrap-up sections. follows the mom test principles — no leading questions, no pitching, focus on past behavior. use when preparing for user interviews, creating interview guides, or planning discovery research. interview-script business & ops "},{"slug":"job-stories","kind":"skill","name":"Job stories","tagline":"Create job stories using the 'When [situation], I want to [motivation], so I can [outcome]' format with detailed acceptance criteria. Use when writing job stories, creating JTBD-style backlog items, or expressing user situations and motivations.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"job stories create job stories using the 'when [situation], i want to [motivation], so i can [outcome]' format with detailed acceptance criteria. use when writing job stories, creating jtbd-style backlog items, or expressing user situations and motivations. job-stories business & ops "},{"slug":"lean-canvas","kind":"skill","name":"Lean canvas","tagline":"Generate a Lean Canvas with problem, solution, metrics, cost structure, UVP, unfair advantage, channels, segments, and revenue. Use when exploring a lean startup canvas, testing a business hypothesis, or modeling a new venture.","author":"phuryn","license":"MIT","stars":26557,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"lean canvas generate a lean canvas with problem, solution, metrics, cost structure, uvp, unfair advantage, channels, segments, and revenue. use when exploring a lean startup canvas, testing a business hypothesis, or modeling a new venture. lean-canvas business & ops "},{"slug":"market-segments","kind":"skill","name":"Market segments","tagline":"Identify 3-5 potential customer segments with demographics, JTBD, and product fit analysis. Use when exploring market segments, identifying target audiences, evaluating new markets, or learning how to segment a market.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"market segments identify 3-5 potential customer segments with demographics, jtbd, and product fit analysis. use when exploring market segments, identifying target audiences, evaluating new markets, or learning how to segment a market. market-segments business & ops "},{"slug":"marketing-ideas-3","kind":"skill","name":"Marketing ideas","tagline":"Generate 5 creative, cost-effective marketing ideas with channels, messaging, and engagement rationale. Use when brainstorming marketing campaigns, planning product promotion, or looking for creative marketing tactics.","author":"phuryn","license":"MIT","stars":26557,"dept":"marketing","deptName":"Marketing","task":"marketing/plan-marketing","taskName":"Marketing strategy","hay":"marketing ideas generate 5 creative, cost-effective marketing ideas with channels, messaging, and engagement rationale. use when brainstorming marketing campaigns, planning product promotion, or looking for creative marketing tactics. marketing-ideas-3 business & ops "},{"slug":"metrics-dashboard","kind":"skill","name":"Metrics dashboard","tagline":"Define and design a product metrics dashboard with key metrics, data sources, visualization types, and alert thresholds. Use when creating a metrics dashboard, defining KPIs, setting up product analytics, or building a data monitoring plan.","author":"phuryn","license":"MIT","stars":26557,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"metrics dashboard define and design a product metrics dashboard with key metrics, data sources, visualization types, and alert thresholds. use when creating a metrics dashboard, defining kpis, setting up product analytics, or building a data monitoring plan. metrics-dashboard business & ops "},{"slug":"monetization-strategy","kind":"skill","name":"Monetization strategy","tagline":"Brainstorm 3-5 monetization strategies with audience fit, risks, and validation experiments. Use when exploring revenue models, evaluating pricing strategies, or deciding how to monetize a product.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"monetization strategy brainstorm 3-5 monetization strategies with audience fit, risks, and validation experiments. use when exploring revenue models, evaluating pricing strategies, or deciding how to monetize a product. monetization-strategy business & ops "},{"slug":"draft-nda","kind":"skill","name":"NDA (Non-Disclosure Agreement) Drafting","tagline":"Draft a detailed Non-Disclosure Agreement between two parties covering information types, jurisdiction, and clauses needing legal review. Use when creating confidentiality agreements or preparing an NDA for a partnership.","author":"phuryn","license":"MIT","stars":26557,"dept":"legal","deptName":"Legal & compliance","task":"legal/draft-contract","taskName":"Contracts","hay":"nda (non-disclosure agreement) drafting draft a detailed non-disclosure agreement between two parties covering information types, jurisdiction, and clauses needing legal review. use when creating confidentiality agreements or preparing an nda for a partnership. draft-nda business & ops "},{"slug":"north-star-metric","kind":"skill","name":"North star metric","tagline":"Define a North Star Metric and 3-5 supporting input metrics that form a metrics constellation. Classify the business game (Attention, Transaction, Productivity) and validate against 7 criteria for an effective North Star. Use when choosing a North Star Metric, setting up a metrics framework, learning about the North Star Framework, or deciding what to measure.","author":"phuryn","license":"MIT","stars":26557,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"north star metric define a north star metric and 3-5 supporting input metrics that form a metrics constellation. classify the business game (attention, transaction, productivity) and validate against 7 criteria for an effective north star. use when choosing a north star metric, setting up a metrics framework, learning about the north star framework, or deciding what to measure. north-star-metric business & ops "},{"slug":"opportunity-solution-tree","kind":"skill","name":"Opportunity solution tree","tagline":"Build an Opportunity Solution Tree (OST) to structure product discovery — map a desired outcome to opportunities, solutions, and experiments. Based on Teresa Torres' Continuous Discovery Habits. Use when structuring discovery work, mapping opportunities to solutions, or deciding what to build next.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"opportunity solution tree build an opportunity solution tree (ost) to structure product discovery — map a desired outcome to opportunities, solutions, and experiments. based on teresa torres' continuous discovery habits. use when structuring discovery work, mapping opportunities to solutions, or deciding what to build next. opportunity-solution-tree business & ops "},{"slug":"pestle-analysis","kind":"skill","name":"Pestle analysis","tagline":"Perform a PESTLE analysis covering Political, Economic, Social, Technological, Legal, and Environmental factors. Use when assessing the macro environment, doing strategic planning, or evaluating external factors affecting your business.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"pestle analysis perform a pestle analysis covering political, economic, social, technological, legal, and environmental factors. use when assessing the macro environment, doing strategic planning, or evaluating external factors affecting your business. pestle-analysis business & ops "},{"slug":"porters-five-forces","kind":"skill","name":"Porter's Five Forces","tagline":"Perform Porter's Five Forces analysis — competitive rivalry, supplier power, buyer power, threat of substitutes, and threat of new entrants. Use when analyzing industry dynamics, assessing competitive forces, or evaluating market attractiveness.","author":"phuryn","license":"MIT","stars":26557,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"porter's five forces perform porter's five forces analysis — competitive rivalry, supplier power, buyer power, threat of substitutes, and threat of new entrants. use when analyzing industry dynamics, assessing competitive forces, or evaluating market attractiveness. porters-five-forces business & ops "},{"slug":"positioning-ideas","kind":"skill","name":"Positioning ideas","tagline":"Brainstorm product positioning ideas differentiated from competitors. Identifies top competitors and generates positioning statements with rationale. Use when developing product positioning, differentiating from competitors, or crafting brand positioning strategy.","author":"phuryn","license":"MIT","stars":26557,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"positioning ideas brainstorm product positioning ideas differentiated from competitors. identifies top competitors and generates positioning statements with rationale. use when developing product positioning, differentiating from competitors, or crafting brand positioning strategy. positioning-ideas business & ops "},{"slug":"pre-mortem","kind":"skill","name":"Pre-Mortem: Risk Analysis for Product Launch","tagline":"Run a pre-mortem risk analysis on a PRD or launch plan. Categorizes risks as Tigers (real problems), Paper Tigers (overblown concerns), and Elephants (unspoken worries), then classifies as launch-blocking, fast-follow, or track. Use when preparing for launch, stress-testing a product plan, or identifying what could go wrong.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"pre-mortem: risk analysis for product launch run a pre-mortem risk analysis on a prd or launch plan. categorizes risks as tigers (real problems), paper tigers (overblown concerns), and elephants (unspoken worries), then classifies as launch-blocking, fast-follow, or track. use when preparing for launch, stress-testing a product plan, or identifying what could go wrong. pre-mortem business & ops "},{"slug":"pricing-strategy-4","kind":"skill","name":"Pricing strategy","tagline":"Analyze and design pricing strategies including pricing models, competitive pricing analysis, willingness-to-pay estimation, and price elasticity. Use when setting prices, evaluating pricing models, preparing for a pricing change, or comparing freemium vs paid approaches.","author":"phuryn","license":"MIT","stars":26557,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"pricing strategy analyze and design pricing strategies including pricing models, competitive pricing analysis, willingness-to-pay estimation, and price elasticity. use when setting prices, evaluating pricing models, preparing for a pricing change, or comparing freemium vs paid approaches. pricing-strategy-4 business & ops "},{"slug":"prioritization-frameworks","kind":"skill","name":"Prioritization frameworks","tagline":"Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more. Use when selecting a prioritization method, comparing frameworks like RICE vs ICE, or learning how different prioritization approaches work.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"prioritization frameworks reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — rice, ice, kano, moscow, opportunity score, and more. use when selecting a prioritization method, comparing frameworks like rice vs ice, or learning how different prioritization approaches work. prioritization-frameworks business & ops "},{"slug":"prioritize-assumptions","kind":"skill","name":"Prioritize assumptions","tagline":"Prioritize assumptions using an Impact × Risk matrix and suggest experiments for each. Use when triaging a list of assumptions, deciding what to test first, or applying the assumption prioritization canvas.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"prioritize assumptions prioritize assumptions using an impact × risk matrix and suggest experiments for each. use when triaging a list of assumptions, deciding what to test first, or applying the assumption prioritization canvas. prioritize-assumptions business & ops "},{"slug":"prioritize-features","kind":"skill","name":"Prioritize features","tagline":"Prioritize a backlog of feature ideas based on impact, effort, risk, and strategic alignment with top 5 recommendations. Use when prioritizing a feature backlog, making scope decisions, or ranking product ideas.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"prioritize features prioritize a backlog of feature ideas based on impact, effort, risk, and strategic alignment with top 5 recommendations. use when prioritizing a feature backlog, making scope decisions, or ranking product ideas. prioritize-features business & ops "},{"slug":"privacy-policy","kind":"skill","name":"Privacy Policy Generator","tagline":"Draft a detailed privacy policy covering data types, jurisdiction, GDPR and compliance considerations, and clauses needing legal review. Use when creating a privacy policy, updating data protection documentation, or preparing for compliance.","author":"phuryn","license":"MIT","stars":26557,"dept":"legal","deptName":"Legal & compliance","task":"legal/meet-regulation","taskName":"Regulation & privacy","hay":"privacy policy generator draft a detailed privacy policy covering data types, jurisdiction, gdpr and compliance considerations, and clauses needing legal review. use when creating a privacy policy, updating data protection documentation, or preparing for compliance. privacy-policy business & ops "},{"slug":"product-name","kind":"skill","name":"Product name","tagline":"Brainstorm 5 unique, memorable product names with rationale aligned to brand values and target audience. Use when naming a new product, rebranding, or exploring product name ideas.","author":"phuryn","license":"MIT","stars":26557,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"product name brainstorm 5 unique, memorable product names with rationale aligned to brand values and target audience. use when naming a new product, rebranding, or exploring product name ideas. product-name business & ops "},{"slug":"product-strategy","kind":"skill","name":"Product Strategy Canvas","tagline":"Create a comprehensive product strategy using the 9-section Product Strategy Canvas — vision, segments, costs, value propositions, trade-offs, metrics, growth, capabilities, and defensibility. Use when building a product strategy, creating a strategic plan, or defining product direction.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"product strategy canvas create a comprehensive product strategy using the 9-section product strategy canvas — vision, segments, costs, value propositions, trade-offs, metrics, growth, capabilities, and defensibility. use when building a product strategy, creating a strategic plan, or defining product direction. product-strategy business & ops "},{"slug":"product-vision","kind":"skill","name":"Product vision","tagline":"Brainstorm an inspiring, achievable, and emotional product vision that motivates teams and aligns stakeholders. Use when defining or refining a product vision, creating a vision statement, or aligning the team around a shared direction.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"product vision brainstorm an inspiring, achievable, and emotional product vision that motivates teams and aligns stakeholders. use when defining or refining a product vision, creating a vision statement, or aligning the team around a shared direction. product-vision business & ops "},{"slug":"release-notes","kind":"skill","name":"Release notes","tagline":"Generate user-facing release notes from tickets, PRDs, or changelogs. Creates clear, engaging summaries organized by category (new features, improvements, fixes). Use when writing release notes, creating changelogs, announcing product updates, or summarizing what shipped.","author":"phuryn","license":"MIT","stars":26557,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"release notes generate user-facing release notes from tickets, prds, or changelogs. creates clear, engaging summaries organized by category (new features, improvements, fixes). use when writing release notes, creating changelogs, announcing product updates, or summarizing what shipped. release-notes business & ops "},{"slug":"review-resume","kind":"skill","name":"Resume Review for Product Managers","tagline":"Comprehensive PM resume review and tailoring against 10 best practices including XYZ+S formula, keyword optimization, job-specific tailoring, and structure. Use when reviewing a PM resume, preparing for job applications, or improving resume impact.","author":"phuryn","license":"MIT","stars":26557,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"resume review for product managers comprehensive pm resume review and tailoring against 10 best practices including xyz+s formula, keyword optimization, job-specific tailoring, and structure. use when reviewing a pm resume, preparing for job applications, or improving resume impact. review-resume business & ops "},{"slug":"retro","kind":"skill","name":"Retro","tagline":"Facilitate a structured sprint retrospective — what went well, what didn't, and prioritized action items with owners and deadlines. Use when running a retrospective, reflecting on a sprint, creating action items from team feedback, or learning how to run effective retros.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"retro facilitate a structured sprint retrospective — what went well, what didn't, and prioritized action items with owners and deadlines. use when running a retrospective, reflecting on a sprint, creating action items from team feedback, or learning how to run effective retros. retro business & ops "},{"slug":"sentiment-analysis","kind":"skill","name":"Sentiment analysis","tagline":"Analyze user feedback data to identify segments with sentiment scores, JTBD, and product satisfaction insights. Use when analyzing user feedback at scale, running sentiment analysis on reviews or surveys, or identifying satisfaction patterns.","author":"phuryn","license":"MIT","stars":26557,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"sentiment analysis analyze user feedback data to identify segments with sentiment scores, jtbd, and product satisfaction insights. use when analyzing user feedback at scale, running sentiment analysis on reviews or surveys, or identifying satisfaction patterns. sentiment-analysis business & ops "},{"slug":"shipping-artifacts","kind":"skill","name":"Shipping Artifacts: The Docs That Make AI-Built Code Reviewable","tagline":"The durable documentation set that makes an AI-built (vibe-coded) app reviewable before shipping. A small core every app needs — architecture, user/permission flows, permissions, variables/secrets, and a test-coverage map — plus conditional docs added only when they apply: emails, scheduled work, SEO, and embedded agents/automation. Defines what each doc must capture and how a reviewer or auditor uses it. Use when documenting a codebase for handoff, mapping user journeys and trust-boundary crossings, planning test coverage, or preparing for a security or performance audit.","author":"phuryn","license":"MIT","stars":26557,"dept":"operations","deptName":"Operations","task":"operations/document-process","taskName":"Process docs","hay":"shipping artifacts: the docs that make ai-built code reviewable the durable documentation set that makes an ai-built (vibe-coded) app reviewable before shipping. a small core every app needs — architecture, user/permission flows, permissions, variables/secrets, and a test-coverage map — plus conditional docs added only when they apply: emails, scheduled work, seo, and embedded agents/automation. defines what each doc must capture and how a reviewer or auditor uses it. use when documenting a codebase for handoff, mapping user journeys and trust-boundary crossings, planning test coverage, or preparing for a security or performance audit. shipping-artifacts business & ops "},{"slug":"sprint-plan","kind":"skill","name":"Sprint plan","tagline":"Plan a sprint with capacity estimation, story selection, dependency mapping, and risk identification. Use when preparing for sprint planning, estimating team capacity, selecting stories, or balancing sprint scope against velocity.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"sprint plan plan a sprint with capacity estimation, story selection, dependency mapping, and risk identification. use when preparing for sprint planning, estimating team capacity, selecting stories, or balancing sprint scope against velocity. sprint-plan business & ops "},{"slug":"sql-queries","kind":"skill","name":"SQL Query Generator","tagline":"Generate SQL queries from natural language descriptions. Supports BigQuery, PostgreSQL, MySQL, and other dialects. Reads database schemas from uploaded diagrams or documentation. Use when writing SQL, building data reports, exploring databases, or translating business questions into queries.","author":"phuryn","license":"MIT","stars":26557,"dept":"operations","deptName":"Operations","task":"operations/write-clearly","taskName":"Clear writing","hay":"sql query generator generate sql queries from natural language descriptions. supports bigquery, postgresql, mysql, and other dialects. reads database schemas from uploaded diagrams or documentation. use when writing sql, building data reports, exploring databases, or translating business questions into queries. sql-queries business & ops "},{"slug":"stakeholder-map","kind":"skill","name":"Stakeholder map","tagline":"Build a stakeholder map using a power/interest grid, identify communication strategies per quadrant, and generate a communication plan. Use when managing stakeholders, preparing for a launch, aligning cross-functional teams, or planning stakeholder engagement.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"stakeholder map build a stakeholder map using a power/interest grid, identify communication strategies per quadrant, and generate a communication plan. use when managing stakeholders, preparing for a launch, aligning cross-functional teams, or planning stakeholder engagement. stakeholder-map business & ops "},{"slug":"startup-canvas","kind":"skill","name":"Startup canvas","tagline":"Generate a Startup Canvas combining Product Strategy (9 sections) and Business Model (costs + revenue) for a new product. An alternative to BMC and Lean Canvas that separates strategy from business model. Use when launching a new product or evaluating a startup concept.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"startup canvas generate a startup canvas combining product strategy (9 sections) and business model (costs + revenue) for a new product. an alternative to bmc and lean canvas that separates strategy from business model. use when launching a new product or evaluating a startup concept. startup-canvas business & ops "},{"slug":"strategy-red-team","kind":"skill","name":"Strategy Red-Team: Attack the Assumptions Before Reality Does","tagline":"Red-team a PRD, roadmap, or strategy by attacking its load-bearing assumptions before reality does. Steelmans then attacks each claim, ranks failure modes by impact × likelihood × cheapness-to-test, and returns the cheapest test and kill criteria for each. Use when stress-testing a plan, pressure-testing a strategy, challenging assumptions, or preparing a doc for executive review.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"strategy red-team: attack the assumptions before reality does red-team a prd, roadmap, or strategy by attacking its load-bearing assumptions before reality does. steelmans then attacks each claim, ranks failure modes by impact × likelihood × cheapness-to-test, and returns the cheapest test and kill criteria for each. use when stress-testing a plan, pressure-testing a strategy, challenging assumptions, or preparing a doc for executive review. strategy-red-team business & ops "},{"slug":"summarize-interview","kind":"skill","name":"Summarize interview","tagline":"Summarize a customer interview transcript into a structured template with JTBD, satisfaction signals, and action items. Use when processing interview recordings or transcripts, synthesizing discovery interviews, or creating interview summaries.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"summarize interview summarize a customer interview transcript into a structured template with jtbd, satisfaction signals, and action items. use when processing interview recordings or transcripts, synthesizing discovery interviews, or creating interview summaries. summarize-interview business & ops "},{"slug":"summarize-meeting","kind":"skill","name":"Summarize meeting","tagline":"Summarize a meeting transcript into structured notes with date, participants, topic, key decisions, summary points, and action items. Use when processing meeting recordings, creating meeting notes, writing meeting minutes, or recapping discussions.","author":"phuryn","license":"MIT","stars":26557,"dept":"operations","deptName":"Operations","task":"operations/write-clearly","taskName":"Clear writing","hay":"summarize meeting summarize a meeting transcript into structured notes with date, participants, topic, key decisions, summary points, and action items. use when processing meeting recordings, creating meeting notes, writing meeting minutes, or recapping discussions. summarize-meeting business & ops "},{"slug":"swot-analysis","kind":"skill","name":"Swot analysis","tagline":"Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations. Use when doing strategic assessment, competitive analysis, or evaluating a product or business position.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"swot analysis perform a detailed swot analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations. use when doing strategic assessment, competitive analysis, or evaluating a product or business position. swot-analysis business & ops "},{"slug":"test-scenarios","kind":"skill","name":"Test scenarios","tagline":"Create comprehensive test scenarios from user stories with test objectives, starting conditions, user roles, step-by-step actions, and expected outcomes. Use when writing QA test cases, creating test plans, defining acceptance tests, or preparing for feature validation.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"test scenarios create comprehensive test scenarios from user stories with test objectives, starting conditions, user roles, step-by-step actions, and expected outcomes. use when writing qa test cases, creating test plans, defining acceptance tests, or preparing for feature validation. test-scenarios business & ops "},{"slug":"outcome-roadmap","kind":"skill","name":"Transform Roadmap to Outcome-Focused Format","tagline":"Transform an output-focused roadmap into an outcome-focused one that communicates strategic intent. Rewrites initiatives as outcome statements reflecting user and business impacts. Use when shifting to outcome roadmaps, making a roadmap more strategic, or rewriting feature lists as outcomes.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"transform roadmap to outcome-focused format transform an output-focused roadmap into an outcome-focused one that communicates strategic intent. rewrites initiatives as outcome statements reflecting user and business impacts. use when shifting to outcome roadmaps, making a roadmap more strategic, or rewriting feature lists as outcomes. outcome-roadmap business & ops "},{"slug":"user-personas","kind":"skill","name":"User personas","tagline":"Create refined user personas from research data — 3 personas with JTBD, pains, gains, and unexpected insights. Use when building personas from survey data, creating user profiles from research, or segmenting users for product decisions.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"user personas create refined user personas from research data — 3 personas with jtbd, pains, gains, and unexpected insights. use when building personas from survey data, creating user profiles from research, or segmenting users for product decisions. user-personas business & ops "},{"slug":"user-segmentation","kind":"skill","name":"User segmentation","tagline":"Segment users from feedback data based on behavior, JTBD, and needs. Identifies at least 3 distinct user segments. Use when segmenting a user base, analyzing diverse user feedback, or building a segmentation model.","author":"phuryn","license":"MIT","stars":26557,"dept":"data","deptName":"Data & analytics","task":"data/analyse-data","taskName":"Data analysis","hay":"user segmentation segment users from feedback data based on behavior, jtbd, and needs. identifies at least 3 distinct user segments. use when segmenting a user base, analyzing diverse user feedback, or building a segmentation model. user-segmentation business & ops "},{"slug":"user-stories","kind":"skill","name":"User stories","tagline":"Create user stories following the 3 C's (Card, Conversation, Confirmation) and INVEST criteria with descriptions, design links, and acceptance criteria. Use when writing user stories, breaking down features into backlog items, or defining acceptance criteria.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"user stories create user stories following the 3 c's (card, conversation, confirmation) and invest criteria with descriptions, design links, and acceptance criteria. use when writing user stories, breaking down features into backlog items, or defining acceptance criteria. user-stories business & ops "},{"slug":"value-proposition-2","kind":"skill","name":"Value proposition","tagline":"Design a detailed value proposition using a 6-part JTBD template — Who, Why, What before, How, What after, Alternatives. Use when creating a value proposition, analyzing customer value delivery, or articulating why customers should choose your product.","author":"phuryn","license":"MIT","stars":26557,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"value proposition design a detailed value proposition using a 6-part jtbd template — who, why, what before, how, what after, alternatives. use when creating a value proposition, analyzing customer value delivery, or articulating why customers should choose your product. value-proposition-2 business & ops "},{"slug":"value-prop-statements","kind":"skill","name":"Value Proposition Statements","tagline":"Generate value proposition statements for marketing, sales, and onboarding from existing value propositions. Use when writing marketing copy, creating sales messaging, or crafting onboarding messages.","author":"phuryn","license":"MIT","stars":26557,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"value proposition statements generate value proposition statements for marketing, sales, and onboarding from existing value propositions. use when writing marketing copy, creating sales messaging, or crafting onboarding messages. value-prop-statements business & ops "},{"slug":"wwas","kind":"skill","name":"Why-What-Acceptance (WWA)","tagline":"Create product backlog items in Why-What-Acceptance format — independent, valuable, testable items with strategic context. Use when writing structured backlog items, breaking features into work items, or using the WWA format.","author":"phuryn","license":"MIT","stars":26557,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"why-what-acceptance (wwa) create product backlog items in why-what-acceptance format — independent, valuable, testable items with strategic context. use when writing structured backlog items, breaking features into work items, or using the wwa format. wwas business & ops "},{"slug":"run-2","kind":"skill","name":"/ar:run — Single Experiment Iteration","tagline":"Run a single experiment iteration. Edit the target file, evaluate, keep or discard. Use when the user runs /ar:run or asks for one manual autoresearch iteration.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"/ar:run — single experiment iteration run a single experiment iteration. edit the target file, evaluate, keep or discard. use when the user runs /ar:run or asks for one manual autoresearch iteration. run-2 coding "},{"slug":"setup","kind":"skill","name":"/ar:setup — Create New Experiment","tagline":"Set up a new autoresearch experiment interactively. Collects domain, target file, eval command, metric, direction, and evaluator. Use when the user runs /ar:setup or asks to start optimizing a file with the autoresearch loop.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"/ar:setup — create new experiment set up a new autoresearch experiment interactively. collects domain, target file, eval command, metric, direction, and evaluator. use when the user runs /ar:setup or asks to start optimizing a file with the autoresearch loop. setup coding "},{"slug":"boardroom","kind":"skill","name":"/cs:boardroom — Multi-Role Boardroom Deliberation","tagline":"/cs:boardroom <brief> — 6-phase multi-role deliberation across the C-suite with Phase 2 isolation, critic pre-screen, and synthesis. Outputs a board memo. Use when a decision spans multiple executive domains — e.g. a pricing change touching finance, positioning, and product, or a raise-vs-cut runway call.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"/cs:boardroom — multi-role boardroom deliberation /cs:boardroom <brief> — 6-phase multi-role deliberation across the c-suite with phase 2 isolation, critic pre-screen, and synthesis. outputs a board memo. use when a decision spans multiple executive domains — e.g. a pricing change touching finance, positioning, and product, or a raise-vs-cut runway call. boardroom business & ops "},{"slug":"brief","kind":"skill","name":"/cs:brief — One-Page Strategy Brief","tagline":"/cs:brief <topic> — Generate a one-page strategy brief from an office-hours intake. First step in the strategic sprint pipeline. Use when a strategic question needs to be framed before boardroom deliberation — e.g. locking options, assumptions, and success criteria for a pricing change or a market-entry decision.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"/cs:brief — one-page strategy brief /cs:brief <topic> — generate a one-page strategy brief from an office-hours intake. first step in the strategic sprint pipeline. use when a strategic question needs to be framed before boardroom deliberation — e.g. locking options, assumptions, and success criteria for a pricing change or a market-entry decision. brief business & ops "},{"slug":"caio-review","kind":"skill","name":"/cs:caio-review — CAIO Forcing Questions","tagline":"/cs:caio-review <plan> — Eval-demanding Chief AI Officer interrogation of any plan that involves AI: model selection, risk classification, cost economics, or AI hiring. Use when shipping an AI feature without an eval set, choosing between API, fine-tune, and self-hosted, or classifying a use case under the EU AI Act.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"/cs:caio-review — caio forcing questions /cs:caio-review <plan> — eval-demanding chief ai officer interrogation of any plan that involves ai: model selection, risk classification, cost economics, or ai hiring. use when shipping an ai feature without an eval set, choosing between api, fine-tune, and self-hosted, or classifying a use case under the eu ai act. caio-review business & ops "},{"slug":"cco-review","kind":"skill","name":"/cs:cco-review — CCO Forcing Questions","tagline":"/cs:cco-review <plan> — Retention-obsessed Chief Customer Officer interrogation of any plan that touches customer retention, segmentation, CS team sizing, or CS team hiring. Use when gross retention is slipping, before approving CSM headcount, or when deciding which customer segments to keep or fire.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"support","deptName":"Customer support","task":"support/stop-churn","taskName":"Churn & renewals","hay":"/cs:cco-review — cco forcing questions /cs:cco-review <plan> — retention-obsessed chief customer officer interrogation of any plan that touches customer retention, segmentation, cs team sizing, or cs team hiring. use when gross retention is slipping, before approving csm headcount, or when deciding which customer segments to keep or fire. cco-review business & ops "},{"slug":"cdo-review","kind":"skill","name":"/cs:cdo-review — CDO Forcing Questions","tagline":"/cs:cdo-review <plan> — Decision-driven Chief Data Officer interrogation of any plan that touches training data, data architecture, data productization, or data team hiring. Use when validating training-data rights before model work, choosing warehouse vs lakehouse vs mesh, or valuing data assets for productization or M&A.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"/cs:cdo-review — cdo forcing questions /cs:cdo-review <plan> — decision-driven chief data officer interrogation of any plan that touches training data, data architecture, data productization, or data team hiring. use when validating training-data rights before model work, choosing warehouse vs lakehouse vs mesh, or valuing data assets for productization or m&a. cdo-review business & ops "},{"slug":"cfo-review","kind":"skill","name":"/cs:cfo-review — CFO Forcing Questions","tagline":"/cs:cfo-review <plan> — Numerate-skeptic interrogation of any plan that touches money. Unit economics, runway, dilution, capital allocation. Use when a plan commits meaningful spend — e.g. a hiring wave, a fundraise decision, or a new channel budget.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"/cs:cfo-review — cfo forcing questions /cs:cfo-review <plan> — numerate-skeptic interrogation of any plan that touches money. unit economics, runway, dilution, capital allocation. use when a plan commits meaningful spend — e.g. a hiring wave, a fundraise decision, or a new channel budget. cfo-review business & ops "},{"slug":"ciso-review","kind":"skill","name":"/cs:ciso-review — CISO Forcing Questions","tagline":"/cs:ciso-review <plan> — Risk-paranoid interrogation of any plan that touches data, compliance, or production access. Use when launching features that handle customer data, before a SOC 2 / ISO audit, or after any incident or near-miss.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"legal","deptName":"Legal & compliance","task":"legal/meet-regulation","taskName":"Regulation & privacy","hay":"/cs:ciso-review — ciso forcing questions /cs:ciso-review <plan> — risk-paranoid interrogation of any plan that touches data, compliance, or production access. use when launching features that handle customer data, before a soc 2 / iso audit, or after any incident or near-miss. ciso-review business & ops "},{"slug":"cmo-review","kind":"skill","name":"/cs:cmo-review — CMO Forcing Questions","tagline":"/cs:cmo-review <plan> — Narrative-first interrogation of positioning, ICP, message house, and channel mix. Use when launching a campaign or repositioning, or when CAC is rising and the one-sentence positioning test fails.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"/cs:cmo-review — cmo forcing questions /cs:cmo-review <plan> — narrative-first interrogation of positioning, icp, message house, and channel mix. use when launching a campaign or repositioning, or when cac is rising and the one-sentence positioning test fails. cmo-review business & ops "},{"slug":"cpo-review","kind":"skill","name":"/cs:cpo-review — CPO Forcing Questions","tagline":"/cs:cpo-review <plan> — JTBD-driven interrogation of product roadmap, PMF signal, and portfolio focus. Use when committing a quarter's roadmap, deciding whether to kill a feature, or claiming PMF without a retention curve.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"/cs:cpo-review — cpo forcing questions /cs:cpo-review <plan> — jtbd-driven interrogation of product roadmap, pmf signal, and portfolio focus. use when committing a quarter's roadmap, deciding whether to kill a feature, or claiming pmf without a retention curve. cpo-review business & ops "},{"slug":"cro-review","kind":"skill","name":"/cs:cro-review — CRO Forcing Questions","tagline":"/cs:cro-review <plan> — Pipeline-paranoid interrogation of revenue, win rate, NRR, and ramp time. Use when the forecast misses pipeline coverage, win rates drop, or before scaling the sales team.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"/cs:cro-review — cro forcing questions /cs:cro-review <plan> — pipeline-paranoid interrogation of revenue, win rate, nrr, and ramp time. use when the forecast misses pipeline coverage, win rates drop, or before scaling the sales team. cro-review business & ops "},{"slug":"cross-eval","kind":"skill","name":"/cs:cross-eval — Multi-Model Consensus","tagline":"/cs:cross-eval <memo> — Multi-model consensus on a board memo or strategy brief. Claude + Codex + Gemini cross-review with graceful degradation. Use when a high-stakes memo needs an independent sanity check before the boardroom — e.g. a bet-the-company pivot or fundraise terms.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"/cs:cross-eval — multi-model consensus /cs:cross-eval <memo> — multi-model consensus on a board memo or strategy brief. claude + codex + gemini cross-review with graceful degradation. use when a high-stakes memo needs an independent sanity check before the boardroom — e.g. a bet-the-company pivot or fundraise terms. cross-eval business & ops "},{"slug":"cto-review","kind":"skill","name":"/cs:cto-review — CTO Forcing Questions","tagline":"/cs:cto-review <plan> — Architecture and scaling interrogation. Tech debt, scaling cliffs, team scaling, build-vs-buy. Use when committing to an architecture, planning for 10x load, or weighing a rebuild against a vendor.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"/cs:cto-review — cto forcing questions /cs:cto-review <plan> — architecture and scaling interrogation. tech debt, scaling cliffs, team scaling, build-vs-buy. use when committing to an architecture, planning for 10x load, or weighing a rebuild against a vendor. cto-review business & ops "},{"slug":"decide","kind":"skill","name":"/cs:decide — Log the Decision","tagline":"/cs:decide <memo> — Log a decision to two-layer memory via decision-logger. Approved memo becomes durable; raw transcripts kept for reference. Use when the founder has approved a boardroom memo and the decision must become durable company memory — e.g. right after /cs:boardroom concludes.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"/cs:decide — log the decision /cs:decide <memo> — log a decision to two-layer memory via decision-logger. approved memo becomes durable; raw transcripts kept for reference. use when the founder has approved a boardroom memo and the decision must become durable company memory — e.g. right after /cs:boardroom concludes. decide business & ops "},{"slug":"execute","kind":"skill","name":"/cs:execute — 90-Day Execution Plan","tagline":"/cs:execute <decision> — Generate a 90-day execution plan with weekly milestones, DRIs, and check-in cadence from an approved decision. Use when a logged decision needs to become an operating plan — e.g. turning an approved market-entry call into weekly milestones with DRIs.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"/cs:execute — 90-day execution plan /cs:execute <decision> — generate a 90-day execution plan with weekly milestones, dris, and check-in cadence from an approved decision. use when a logged decision needs to become an operating plan — e.g. turning an approved market-entry call into weekly milestones with dris. execute business & ops "},{"slug":"founder-mode","kind":"skill","name":"/cs:founder-mode — The Auto-Router","tagline":"/cs:founder-mode <question> — Auto-routes any founder question to the right C-role advisor or to /cs:boardroom for multi-role topics. The single-command entry point. Use when a founder asks any strategic question without knowing which advisor or command fits — e.g. 'runway pressure' routes to the CFO, 'gross retention dropped' routes to the CCO.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"/cs:founder-mode — the auto-router /cs:founder-mode <question> — auto-routes any founder question to the right c-role advisor or to /cs:boardroom for multi-role topics. the single-command entry point. use when a founder asks any strategic question without knowing which advisor or command fits — e.g. 'runway pressure' routes to the cfo, 'gross retention dropped' routes to the cco. founder-mode business & ops "},{"slug":"freeze","kind":"skill","name":"/cs:freeze — Cooldown Lock on a Decision","tagline":"/cs:freeze <decision> <days> — Lock a strategic decision for a cooldown period to prevent impulse reversal. Mirrors gstack's safety primitives for the business layer. Use when an irreversible decision was made under pressure — e.g. a layoff plan or multi-year contract — and deserves a cooling-off lock before execution.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"/cs:freeze — cooldown lock on a decision /cs:freeze <decision> <days> — lock a strategic decision for a cooldown period to prevent impulse reversal. mirrors gstack's safety primitives for the business layer. use when an irreversible decision was made under pressure — e.g. a layoff plan or multi-year contract — and deserves a cooling-off lock before execution. freeze business & ops "},{"slug":"gc-review","kind":"skill","name":"/cs:gc-review — General Counsel Forcing Questions","tagline":"/cs:gc-review <plan> — General Counsel interrogation of contracts, IP, regulatory, term sheets, and employment-law surface. Use when reviewing a term sheet before signing, redlining a customer MSA, or checking IP assignment and regulatory exposure on a new product.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"/cs:gc-review — general counsel forcing questions /cs:gc-review <plan> — general counsel interrogation of contracts, ip, regulatory, term sheets, and employment-law surface. use when reviewing a term sheet before signing, redlining a customer msa, or checking ip assignment and regulatory exposure on a new product. gc-review business & ops "},{"slug":"office-hours","kind":"skill","name":"/cs:office-hours — Six-Question Founder Interrogation","tagline":"/cs:office-hours <topic> — YC-style 6-question founder interrogation before any advice. Forces clarity on problem, customer, distribution, defensibility, capital, and founder fit. Use when a founder question is too vague to route — e.g. 'should we grow faster?' — or before drafting a strategy brief.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"/cs:office-hours — six-question founder interrogation /cs:office-hours <topic> — yc-style 6-question founder interrogation before any advice. forces clarity on problem, customer, distribution, defensibility, capital, and founder fit. use when a founder question is too vague to route — e.g. 'should we grow faster?' — or before drafting a strategy brief. office-hours business & ops "},{"slug":"onboard","kind":"skill","name":"/cs:onboard — Founder Interview","tagline":"/cs:onboard — Founder interview that populates ~/.claude/company-context.md using the canonical 7-dimension cs-onboard schema. The first command to run when starting with c-level-agents. Use when setting up the virtual C-suite for a new company, or when advisors lack company context — e.g. before a first /cs:boardroom or after a fundraise changes the numbers.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"/cs:onboard — founder interview /cs:onboard — founder interview that populates ~/.claude/company-context.md using the canonical 7-dimension cs-onboard schema. the first command to run when starting with c-level-agents. use when setting up the virtual c-suite for a new company, or when advisors lack company context — e.g. before a first /cs:boardroom or after a fundraise changes the numbers. onboard business & ops "},{"slug":"post-mortem","kind":"skill","name":"/cs:post-mortem — Honest Retrospective","tagline":"/cs:post-mortem <decision> — Honest retrospective on an executed decision, scored against original assumptions and dissent. Closes the strategic sprint loop. Use when a decision hits its 90-day review checkpoint or its kill criteria trigger — e.g. scoring last quarter's pricing change against its pre-committed success metrics.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"/cs:post-mortem — honest retrospective /cs:post-mortem <decision> — honest retrospective on an executed decision, scored against original assumptions and dissent. closes the strategic sprint loop. use when a decision hits its 90-day review checkpoint or its kill criteria trigger — e.g. scoring last quarter's pricing change against its pre-committed success metrics. post-mortem business & ops "},{"slug":"vpe-review","kind":"skill","name":"/cs:vpe-review — VPE Forcing Questions","tagline":"/cs:vpe-review <plan> — Throughput-first VP of Engineering interrogation of any plan that touches delivery, eng hiring, team structure, or production discipline. Use when cycle time balloons, DORA metrics slide, or before committing to an eng hiring wave or a reorg.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"/cs:vpe-review — vpe forcing questions /cs:vpe-review <plan> — throughput-first vp of engineering interrogation of any plan that touches delivery, eng hiring, team structure, or production discipline. use when cycle time balloons, dora metrics slide, or before committing to an eng hiring wave or a reorg. vpe-review business & ops "},{"slug":"board-prep","kind":"skill","name":"/em:board-prep — Board Meeting Preparation","tagline":"Board meeting preparation for the adversarial scenario, not the friendly one. Forces numbers-cold mastery, anticipates hard questions, builds a narrative that acknowledges weakness without losing the room. Use when preparing for a board meeting, an investor update, fundraising presentation, or any high-stakes adversarial review where every number must live in your head not just on a slide.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"/em:board-prep — board meeting preparation board meeting preparation for the adversarial scenario, not the friendly one. forces numbers-cold mastery, anticipates hard questions, builds a narrative that acknowledges weakness without losing the room. use when preparing for a board meeting, an investor update, fundraising presentation, or any high-stakes adversarial review where every number must live in your head not just on a slide. board-prep business & ops "},{"slug":"challenge","kind":"skill","name":"/em:challenge — Pre-Mortem Plan Analysis","tagline":"Pre-mortem plan analysis. Imagine the plan failed 12 months from now and work backwards to find the weaknesses. Surfaces assumptions, dependencies, and execution risks before committing resources. Use when before significant resource commitment, before presenting to a board or investors, when feedback has been one-sidedly positive, or when there is pressure to move fast and figure it out later.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"/em:challenge — pre-mortem plan analysis pre-mortem plan analysis. imagine the plan failed 12 months from now and work backwards to find the weaknesses. surfaces assumptions, dependencies, and execution risks before committing resources. use when before significant resource commitment, before presenting to a board or investors, when feedback has been one-sidedly positive, or when there is pressure to move fast and figure it out later. challenge business & ops "},{"slug":"hard-call","kind":"skill","name":"/em:hard-call — Framework for Decisions With No Good Options","tagline":"/em:hard-call — Framework for decisions with no good options. Use when every option is painful and a structured 10/10/10 + regret-minimization pass is needed — e.g. choosing between a layoff and a down round, or killing a beloved product line.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"/em:hard-call — framework for decisions with no good options /em:hard-call — framework for decisions with no good options. use when every option is painful and a structured 10/10/10 + regret-minimization pass is needed — e.g. choosing between a layoff and a down round, or killing a beloved product line. hard-call business & ops "},{"slug":"postmortem","kind":"skill","name":"/em:postmortem — Honest Analysis of What Went Wrong","tagline":"/em:postmortem — Honest analysis of what went wrong. Use after a failed launch, missed quarter, or bad hire to run a blameless 5-Whys retrospective with a change register — e.g. dissecting why the Q3 release slipped six weeks.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"/em:postmortem — honest analysis of what went wrong /em:postmortem — honest analysis of what went wrong. use after a failed launch, missed quarter, or bad hire to run a blameless 5-whys retrospective with a change register — e.g. dissecting why the q3 release slipped six weeks. postmortem business & ops "},{"slug":"stress-test","kind":"skill","name":"/em:stress-test — Business Assumption Stress Testing","tagline":"/em:stress-test — Business assumption stress testing. Use before betting on a plan whose core assumptions are unvalidated — e.g. stress-testing 'enterprise buyers will tolerate a 6-month pilot' or a hockey-stick revenue model.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"/em:stress-test — business assumption stress testing /em:stress-test — business assumption stress testing. use before betting on a plan whose core assumptions are unvalidated — e.g. stress-testing 'enterprise buyers will tolerate a 6-month pilot' or a hockey-stick revenue model. stress-test business & ops "},{"slug":"board","kind":"skill","name":"/hub:board — Message Board","tagline":"Read, write, and browse the AgentHub message board for agent coordination. Use when the user runs /hub:board or asks to post, read, or inspect coordination messages between competing AgentHub agents.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"/hub:board — message board read, write, and browse the agenthub message board for agent coordination. use when the user runs /hub:board or asks to post, read, or inspect coordination messages between competing agenthub agents. board coding "},{"slug":"eval","kind":"skill","name":"/hub:eval — Evaluate Agent Results","tagline":"Evaluate and rank agent results by metric or LLM judge for an AgentHub session. Use when the user runs /hub:eval or asks to score, compare, or pick a winner among completed AgentHub agents.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"/hub:eval — evaluate agent results evaluate and rank agent results by metric or llm judge for an agenthub session. use when the user runs /hub:eval or asks to score, compare, or pick a winner among completed agenthub agents. eval coding "},{"slug":"hub-init","kind":"skill","name":"/hub:hub-init — Create New Session","tagline":"Create a new AgentHub collaboration session with task, agent count, and evaluation criteria. Use when the user runs /hub:hub-init or asks to start a multi-agent competition on a task.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"/hub:hub-init — create new session create a new agenthub collaboration session with task, agent count, and evaluation criteria. use when the user runs /hub:hub-init or asks to start a multi-agent competition on a task. hub-init coding "},{"slug":"hub-status","kind":"skill","name":"/hub:hub-status — Session Status","tagline":"Show DAG state, agent progress, and branch status for an AgentHub session. Use when the user runs /hub:hub-status or asks how the AgentHub agents are doing.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"/hub:hub-status — session status show dag state, agent progress, and branch status for an agenthub session. use when the user runs /hub:hub-status or asks how the agenthub agents are doing. hub-status coding "},{"slug":"merge","kind":"skill","name":"/hub:merge — Merge Winner","tagline":"Merge the winning agent's branch into base, archive losers, and clean up worktrees. Use when the user runs /hub:merge or asks to land the winning AgentHub result and tidy the session.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"/hub:merge — merge winner merge the winning agent's branch into base, archive losers, and clean up worktrees. use when the user runs /hub:merge or asks to land the winning agenthub result and tidy the session. merge coding "},{"slug":"run","kind":"skill","name":"/hub:run — One-Shot Lifecycle","tagline":"One-shot lifecycle command that chains init → baseline → spawn → eval → merge in a single invocation. Use when the user runs /hub:run or asks to execute a full AgentHub competition end-to-end.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"/hub:run — one-shot lifecycle one-shot lifecycle command that chains init → baseline → spawn → eval → merge in a single invocation. use when the user runs /hub:run or asks to execute a full agenthub competition end-to-end. run coding "},{"slug":"spawn","kind":"skill","name":"/hub:spawn — Launch Parallel Agents","tagline":"Launch N parallel subagents in isolated git worktrees to compete on the session task. Use when the user runs /hub:spawn or asks to start the competing agents for an initialized AgentHub session.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"/hub:spawn — launch parallel agents launch n parallel subagents in isolated git worktrees to compete on the session task. use when the user runs /hub:spawn or asks to start the competing agents for an initialized agenthub session. spawn coding "},{"slug":"memory-review","kind":"skill","name":"/si:memory-review — Analyze Auto-Memory","tagline":"Analyze auto-memory for promotion candidates, stale entries, consolidation opportunities, and health metrics. Use when the user runs /si:memory-review or asks what has been learned and what should be promoted or pruned.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/keep-notes","taskName":"Notes & knowledge","hay":"/si:memory-review — analyze auto-memory analyze auto-memory for promotion candidates, stale entries, consolidation opportunities, and health metrics. use when the user runs /si:memory-review or asks what has been learned and what should be promoted or pruned. memory-review business & ops "},{"slug":"memory-status","kind":"skill","name":"/si:memory-status — Memory Health Dashboard","tagline":"Memory health dashboard showing line counts, topic files, capacity, stale entries, and recommendations. Use when the user runs /si:memory-status or asks how full or healthy the agent memory is.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/keep-notes","taskName":"Notes & knowledge","hay":"/si:memory-status — memory health dashboard memory health dashboard showing line counts, topic files, capacity, stale entries, and recommendations. use when the user runs /si:memory-status or asks how full or healthy the agent memory is. memory-status business & ops "},{"slug":"remember","kind":"skill","name":"/si:remember — Save Knowledge Explicitly","tagline":"Explicitly save important knowledge to auto-memory with timestamp and context. Use when a discovery is too important to rely on auto-capture.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"/si:remember — save knowledge explicitly explicitly save important knowledge to auto-memory with timestamp and context. use when a discovery is too important to rely on auto-capture. remember coding "},{"slug":"ab-test-setup","kind":"skill","name":"A/B Test Setup","tagline":"When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions \"A/B test,\" \"split test,\" \"experiment,\" \"test this change,\" \"variant copy,\" \"multivariate test,\" \"hypothesis,\" \"conversion experiment,\" \"statistical significance,\" or \"test this.\" For tracking implementation, see analytics-tracking.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"a/b test setup when the user wants to plan, design, or implement an a/b test or experiment. also use when the user mentions \"a/b test,\" \"split test,\" \"experiment,\" \"test this change,\" \"variant copy,\" \"multivariate test,\" \"hypothesis,\" \"conversion experiment,\" \"statistical significance,\" or \"test this.\" for tracking implementation, see analytics-tracking. ab-test-setup marketing "},{"slug":"a11y-audit","kind":"skill","name":"Accessibility Audit","tagline":"Accessibility audit skill for scanning, fixing, and verifying WCAG 2.2 Level A and AA compliance across React, Next.js, Vue, Angular, Svelte, and plain HTML codebases. Use when auditing accessibility, fixing a11y violations, checking color contrast, generating compliance reports, or integrating accessibility checks into CI/CD pipelines.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"accessibility audit accessibility audit skill for scanning, fixing, and verifying wcag 2.2 level a and aa compliance across react, next.js, vue, angular, svelte, and plain html codebases. use when auditing accessibility, fixing a11y violations, checking color contrast, generating compliance reports, or integrating accessibility checks into ci/cd pipelines. a11y-audit design & ui "},{"slug":"ad-creative-3","kind":"skill","name":"Ad creative","tagline":"When the user needs to generate, iterate, or scale ad creative for paid advertising. Use when they say 'write ad copy,' 'generate headlines,' 'create ad variations,' 'bulk creative,' 'iterate on ads,' 'ad copy validation,' 'RSA headlines,' 'Meta ad copy,' 'LinkedIn ad,' or 'creative testing.' This is pure creative production — distinct from paid-ads (campaign strategy). Use ad-creative when you need the copy, not the campaign plan.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"ad creative when the user needs to generate, iterate, or scale ad creative for paid advertising. use when they say 'write ad copy,' 'generate headlines,' 'create ad variations,' 'bulk creative,' 'iterate on ads,' 'ad copy validation,' 'rsa headlines,' 'meta ad copy,' 'linkedin ad,' or 'creative testing.' this is pure creative production — distinct from paid-ads (campaign strategy). use ad-creative when you need the copy, not the campaign plan. ad-creative-3 marketing "},{"slug":"adversarial-reviewer","kind":"skill","name":"Adversarial Code Reviewer","tagline":"Adversarial code review that breaks the self-review monoculture. Use when you want a genuinely critical review of recent changes, before merging a PR, or when you suspect Claude is being too agreeable about code quality. Forces perspective shifts through hostile reviewer personas that catch blind spots the author's mental model shares with the reviewer.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"adversarial code reviewer adversarial code review that breaks the self-review monoculture. use when you want a genuinely critical review of recent changes, before merging a pr, or when you suspect claude is being too agreeable about code quality. forces perspective shifts through hostile reviewer personas that catch blind spots the author's mental model shares with the reviewer. adversarial-reviewer coding "},{"slug":"agent-designer","kind":"skill","name":"Agent Designer — Multi-Agent System Architecture","tagline":"Use when the user asks to design a multi-agent system, pick an orchestration pattern (supervisor/swarm/pipeline), generate tool schemas for agents, or evaluate agent execution logs for cost, latency, and failure bottlenecks. Examples: 'design an agent architecture for research automation', 'generate Anthropic tool schemas from these tool descriptions', 'analyze these agent run logs for bottlenecks'. NOT for Claude Code workflow files (use workflow-builder) or single-agent prompt design (use agent-workflow-designer).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"agent designer — multi-agent system architecture use when the user asks to design a multi-agent system, pick an orchestration pattern (supervisor/swarm/pipeline), generate tool schemas for agents, or evaluate agent execution logs for cost, latency, and failure bottlenecks. examples: 'design an agent architecture for research automation', 'generate anthropic tool schemas from these tool descriptions', 'analyze these agent run logs for bottlenecks'. not for claude code workflow files (use workflow-builder) or single-agent prompt design (use agent-workflow-designer). agent-designer coding "},{"slug":"agent-name","kind":"agent","name":"Agent name","tagline":"One paragraph describing what this agent does, who it's for, and when to activate it.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"agent name one paragraph describing what this agent does, who it's for, and when to activate it. agent-name uncategorised "},{"slug":"agent-workflow-designer","kind":"skill","name":"Agent workflow designer","tagline":"Design production-grade multi-agent workflows with clear pattern choice (sequential, parallel, hierarchical), handoff contracts, failure handling, and cost/context controls. Use when architecting a multi-step agent pipeline, choosing between single-agent vs multi-agent approaches, or refactoring an LLM workflow that suffers from context bloat or unreliable handoffs.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"agent workflow designer design production-grade multi-agent workflows with clear pattern choice (sequential, parallel, hierarchical), handoff contracts, failure handling, and cost/context controls. use when architecting a multi-step agent pipeline, choosing between single-agent vs multi-agent approaches, or refactoring an llm workflow that suffers from context bloat or unreliable handoffs. agent-workflow-designer business & ops "},{"slug":"agent-launcher-orchestrator","kind":"skill","name":"agent-launcher — Domain Orchestrator","tagline":"Use when a user wants to build, launch, grade, or schedule a Claude Managed Agent (CMA) in their own Anthropic account — \"build me an agent\", \"launch this as a managed agent\", \"run this on a schedule\", \"grade my agent against a rubric\", \"set up a nightly worker\". Reads the per-session goal (./my-agent/goal.json), routes deterministically to one of five phase sub-skills (interview → stage-launch → grade-iterate → run-without-you → wrap-up) via goal_router.py, and compiles the goal+phase into an execution shape (single-pass workflow / bounded grade→iterate loop / recurring cron deployment loop) via loop_compiler.py. Forks context so heavy intake (build sheets, payloads, eval cases) stays out of the parent thread. All launches are emitted as BYOK curl the user runs with their own key; no tool makes API calls. Inspired by anthropics/launch-your-agent (Apache-2.0). Distinct from engineering/agent-harness (generic domain loop) and engineering/write-a-skill (authors Claude Code skills, not CMAs).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"agent-launcher — domain orchestrator use when a user wants to build, launch, grade, or schedule a claude managed agent (cma) in their own anthropic account — \"build me an agent\", \"launch this as a managed agent\", \"run this on a schedule\", \"grade my agent against a rubric\", \"set up a nightly worker\". reads the per-session goal (./my-agent/goal.json), routes deterministically to one of five phase sub-skills (interview → stage-launch → grade-iterate → run-without-you → wrap-up) via goal_router.py, and compiles the goal+phase into an execution shape (single-pass workflow / bounded grade→iterate loop / recurring cron deployment loop) via loop_compiler.py. forks context so heavy intake (build sheets, payloads, eval cases) stays out of the parent thread. all launches are emitted as byok curl the user runs with their own key; no tool makes api calls. inspired by anthropics/launch-your-agent (apache-2.0). distinct from engineering/agent-harness (generic domain loop) and engineering/write-a-skill (authors claude code skills, not cmas). agent-launcher-orchestrator business & ops "},{"slug":"agenthub","kind":"skill","name":"AgentHub — Multi-Agent Collaboration","tagline":"Multi-agent collaboration plugin that spawns N parallel subagents competing on the same task via git worktree isolation. Agents work independently, results are evaluated by metric or LLM judge, and the best branch is merged. Use when: user wants multiple approaches tried in parallel — code optimization, content variation, research exploration, or any task that benefits from parallel competition. Requires: a git repo.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"agenthub — multi-agent collaboration multi-agent collaboration plugin that spawns n parallel subagents competing on the same task via git worktree isolation. agents work independently, results are evaluated by metric or llm judge, and the best branch is merged. use when: user wants multiple approaches tried in parallel — code optimization, content variation, research exploration, or any task that benefits from parallel competition. requires: a git repo. agenthub coding "},{"slug":"agile-product-owner","kind":"skill","name":"Agile product owner","tagline":"Agile product ownership for backlog management and sprint execution. Covers user story writing, acceptance criteria, sprint planning, and velocity tracking. Use when writing user stories, creating acceptance criteria, planning sprints, estimating story points, breaking down epics, or prioritizing the backlog.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"agile product owner agile product ownership for backlog management and sprint execution. covers user story writing, acceptance criteria, sprint planning, and velocity tracking. use when writing user stories, creating acceptance criteria, planning sprints, estimating story points, breaking down epics, or prioritizing the backlog. agile-product-owner business & ops "},{"slug":"ai-security","kind":"skill","name":"AI security","tagline":"Use when assessing AI/ML systems for prompt injection, jailbreak vulnerabilities, model inversion risk, data poisoning exposure, or agent tool abuse. Covers MITRE ATLAS technique mapping, injection signature detection, and adversarial robustness scoring.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"ai security use when assessing ai/ml systems for prompt injection, jailbreak vulnerabilities, model inversion risk, data poisoning exposure, or agent tool abuse. covers mitre atlas technique mapping, injection signature detection, and adversarial robustness scoring. ai-security security "},{"slug":"analytics-tracking","kind":"skill","name":"Analytics tracking","tagline":"Set up, audit, and debug analytics tracking implementation — GA4, Google Tag Manager, event taxonomy, conversion tracking, and data quality. Use when building a tracking plan from scratch, auditing existing analytics for gaps or errors, debugging missing events, or setting up GTM. Trigger keywords: GA4 setup, Google Tag Manager, GTM, event tracking, analytics implementation, conversion tracking, tracking plan, event taxonomy, custom dimensions, UTM tracking, analytics audit, missing events, tracking broken. NOT for analyzing marketing campaign data — use campaign-analytics for that. NOT for BI dashboards — use product-analytics for in-product event analysis.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/measure-marketing","taskName":"Attribution","hay":"analytics tracking set up, audit, and debug analytics tracking implementation — ga4, google tag manager, event taxonomy, conversion tracking, and data quality. use when building a tracking plan from scratch, auditing existing analytics for gaps or errors, debugging missing events, or setting up gtm. trigger keywords: ga4 setup, google tag manager, gtm, event tracking, analytics implementation, conversion tracking, tracking plan, event taxonomy, custom dimensions, utm tracking, analytics audit, missing events, tracking broken. not for analyzing marketing campaign data — use campaign-analytics for that. not for bi dashboards — use product-analytics for in-product event analysis. analytics-tracking marketing "},{"slug":"coverage","kind":"skill","name":"Analyze Test Coverage Gaps","tagline":"Analyze test coverage gaps. Use when user says \"test coverage\", what's not tested\", \"coverage gaps\", \"missing tests\", \"coverage report\", or \"what needs testing\".","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"analyze test coverage gaps analyze test coverage gaps. use when user says \"test coverage\", what's not tested\", \"coverage gaps\", \"missing tests\", \"coverage report\", or \"what needs testing\". coverage coding "},{"slug":"andreessen","kind":"skill","name":"Andreessen — Market-First Decision & Productivity Mode","tagline":"Marc Andreessen-mode decision and productivity skill. A blunt, market-first operator that pressure-tests ideas, ventures, features, and career bets through Andreessen's actual frameworks — market dominates team and product; the only milestone that matters is product/market fit; bias to build over deliberate. Use when the user says 'andreessen', 'pmarca mode', 'should I build this', 'is there a market', 'are we at product/market fit', 'pmf check', 'pressure-test this idea', 'be brutal about this venture', 'market-first take', or wants a no-disclaimers, no-hedging, confidence-leveled verdict on whether something is worth pursuing. Also provides the 3x5-card + Anti-Todo personal productivity routine. Runs on a fixed anti-sycophancy operating prompt: leads with the strongest counterargument, never validates premises, uses explicit confidence levels, never apologizes for disagreeing. Not for polite brainstorming — this skill exists to tell you the market is dead when it is.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"andreessen — market-first decision & productivity mode marc andreessen-mode decision and productivity skill. a blunt, market-first operator that pressure-tests ideas, ventures, features, and career bets through andreessen's actual frameworks — market dominates team and product; the only milestone that matters is product/market fit; bias to build over deliberate. use when the user says 'andreessen', 'pmarca mode', 'should i build this', 'is there a market', 'are we at product/market fit', 'pmf check', 'pressure-test this idea', 'be brutal about this venture', 'market-first take', or wants a no-disclaimers, no-hedging, confidence-leveled verdict on whether something is worth pursuing. also provides the 3x5-card + anti-todo personal productivity routine. runs on a fixed anti-sycophancy operating prompt: leads with the strongest counterargument, never validates premises, uses explicit confidence levels, never apologizes for disagreeing. not for polite brainstorming — this skill exists to tell you the market is dead when it is. andreessen business & ops "},{"slug":"aeo-2","kind":"skill","name":"Answer Engine Optimization (AEO)","tagline":"Answer Engine Optimization (AEO) skill — optimize content to be cited by AI language models (ChatGPT, Perplexity, Claude, Gemini, Mistral) as authoritative sources. Distinct from SEO — AEO optimizes for citation in LLM-generated responses, not search rankings. Use when planning content for AI-first search audiences, auditing existing content for E-E-A-T signals, tracking which pages get cited by which LLMs, or building a citation-friendly content strategy. Triggers — 'AEO audit', 'optimize for ChatGPT', 'get cited by Perplexity', 'LLM citation strategy', 'answer engine optimization', 'content for AI search', 'E-E-A-T audit'. Output is a markdown audit report (default) or JSON for pipeline integration. Stdlib-only Python tools.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"answer engine optimization (aeo) answer engine optimization (aeo) skill — optimize content to be cited by ai language models (chatgpt, perplexity, claude, gemini, mistral) as authoritative sources. distinct from seo — aeo optimizes for citation in llm-generated responses, not search rankings. use when planning content for ai-first search audiences, auditing existing content for e-e-a-t signals, tracking which pages get cited by which llms, or building a citation-friendly content strategy. triggers — 'aeo audit', 'optimize for chatgpt', 'get cited by perplexity', 'llm citation strategy', 'answer engine optimization', 'content for ai search', 'e-e-a-t audit'. output is a markdown audit report (default) or json for pipeline integration. stdlib-only python tools. aeo-2 marketing "},{"slug":"api-design-reviewer","kind":"skill","name":"API design reviewer","tagline":"Comprehensive REST API design review with automated linting, breaking-change detection, and design scorecards. Catches inconsistent conventions, missing versioning, and design smells before APIs ship. Use when reviewing a PR that adds or changes API endpoints, auditing an existing API for v2 migration, or establishing API standards for a team.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"api design reviewer comprehensive rest api design review with automated linting, breaking-change detection, and design scorecards. catches inconsistent conventions, missing versioning, and design smells before apis ship. use when reviewing a pr that adds or changes api endpoints, auditing an existing api for v2 migration, or establishing api standards for a team. api-design-reviewer coding "},{"slug":"api-test-suite-builder","kind":"skill","name":"API test suite builder","tagline":"Use when the user asks to generate API tests, create integration test suites, test REST endpoints, or build contract tests.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"api test suite builder use when the user asks to generate api tests, create integration test suites, test rest endpoints, or build contract tests. api-test-suite-builder coding "},{"slug":"app-store-optimization","kind":"skill","name":"App Store Optimization (ASO)","tagline":"App Store Optimization (ASO) toolkit for researching keywords, analyzing competitor rankings, generating metadata suggestions, and improving app visibility on Apple App Store and Google Play Store. Use when the user asks about ASO, app store rankings, app metadata, app titles and descriptions, app store listings, app visibility, or mobile app marketing on iOS or Android. Supports keyword research and scoring, competitor keyword analysis, metadata optimization, A/B test planning, launch checklists, and tracking ranking changes.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/app-store-listing","taskName":"App store (ASO)","hay":"app store optimization (aso) app store optimization (aso) toolkit for researching keywords, analyzing competitor rankings, generating metadata suggestions, and improving app visibility on apple app store and google play store. use when the user asks about aso, app store rankings, app metadata, app titles and descriptions, app store listings, app visibility, or mobile app marketing on ios or android. supports keyword research and scoring, competitor keyword analysis, metadata optimization, a/b test planning, launch checklists, and tracking ranking changes. app-store-optimization marketing "},{"slug":"apple-hig-expert","kind":"skill","name":"Apple hig expert","tagline":"Audits and designs iOS/macOS/watchOS/visionOS interfaces against the Apple Human Interface Guidelines, including the Liquid Glass design language (announced WWDC25, shipped with iOS 26/macOS Tahoe, Sept 2025). Use when reviewing an Apple-platform mockup or app for HIG compliance, checking contrast or tap-target sizes, or designing native-feeling Apple UI (e.g., 'audit my iOS app against the HIG', 'is this text readable on Liquid Glass?').","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"apple hig expert audits and designs ios/macos/watchos/visionos interfaces against the apple human interface guidelines, including the liquid glass design language (announced wwdc25, shipped with ios 26/macos tahoe, sept 2025). use when reviewing an apple-platform mockup or app for hig compliance, checking contrast or tap-target sizes, or designing native-feeling apple ui (e.g., 'audit my ios app against the hig', 'is this text readable on liquid glass?'). apple-hig-expert design & ui "},{"slug":"atlassian-admin","kind":"skill","name":"Atlassian Administrator Expert","tagline":"Atlassian Administrator for managing and organizing Atlassian products (Jira, Confluence, Bitbucket, Trello), users, permissions, security, integrations, system configuration, and org-wide governance. Use when asked to add users to Jira, change Confluence permissions, configure access control, update admin settings, manage Atlassian groups, set up SSO, install marketplace apps, review security policies, or handle any org-wide Atlassian administration task.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"atlassian administrator expert atlassian administrator for managing and organizing atlassian products (jira, confluence, bitbucket, trello), users, permissions, security, integrations, system configuration, and org-wide governance. use when asked to add users to jira, change confluence permissions, configure access control, update admin settings, manage atlassian groups, set up sso, install marketplace apps, review security policies, or handle any org-wide atlassian administration task. atlassian-admin business & ops "},{"slug":"confluence-expert","kind":"skill","name":"Atlassian Confluence Expert","tagline":"Atlassian Confluence expert for creating and managing spaces, knowledge bases, and documentation. Configures space permissions and hierarchies, creates page templates with macros, sets up documentation taxonomies, designs page layouts, and manages content governance. Use when users need to build or restructure a Confluence space, design page hierarchies with permission structures, author or standardise documentation templates, embed Jira reports in pages, run knowledge base audits, or establish documentation standards and collaborative workflows.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/write-dev-docs","taskName":"Developer docs","hay":"atlassian confluence expert atlassian confluence expert for creating and managing spaces, knowledge bases, and documentation. configures space permissions and hierarchies, creates page templates with macros, sets up documentation taxonomies, designs page layouts, and manages content governance. use when users need to build or restructure a confluence space, design page hierarchies with permission structures, author or standardise documentation templates, embed jira reports in pages, run knowledge base audits, or establish documentation standards and collaborative workflows. confluence-expert business & ops "},{"slug":"jira-expert","kind":"skill","name":"Atlassian Jira Expert","tagline":"Atlassian Jira expert for creating and managing projects, planning, product discovery, JQL queries, workflows, custom fields, automation, reporting, and all Jira features. Use when setting up or configuring Jira projects, writing JQL and advanced searches, creating dashboards, designing workflows, or performing technical Jira operations.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"atlassian jira expert atlassian jira expert for creating and managing projects, planning, product discovery, jql queries, workflows, custom fields, automation, reporting, and all jira features. use when setting up or configuring jira projects, writing jql and advanced searches, creating dashboards, designing workflows, or performing technical jira operations. jira-expert business & ops "},{"slug":"atlassian-templates","kind":"skill","name":"Atlassian Template & Files Creator Expert","tagline":"Atlassian Template and Files Creator/Modifier expert for creating, modifying, and managing Jira and Confluence templates, blueprints, custom layouts, reusable components, and standardized content structures. Use when building org-wide templates, custom blueprints, page layouts, and automated content generation.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"atlassian template & files creator expert atlassian template and files creator/modifier expert for creating, modifying, and managing jira and confluence templates, blueprints, custom layouts, reusable components, and standardized content structures. use when building org-wide templates, custom blueprints, page layouts, and automated content generation. atlassian-templates business & ops "},{"slug":"autoresearch-agent","kind":"skill","name":"Autoresearch agent","tagline":"Autonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's autoresearch. The agent edits a target file, runs a fixed evaluation, keeps improvements (git commit), discards failures (git reset), and loops indefinitely. Use when: user wants to optimize code speed, reduce bundle/image size, improve test pass rate, optimize prompts, improve content quality (headlines, copy, CTR), or run any measurable improvement loop. Requires: a target file, an evaluation command that outputs a metric, and a git repo.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"autoresearch agent autonomous experiment loop that optimizes any file by a measurable metric. inspired by karpathy's autoresearch. the agent edits a target file, runs a fixed evaluation, keeps improvements (git commit), discards failures (git reset), and loops indefinitely. use when: user wants to optimize code speed, reduce bundle/image size, improve test pass rate, optimize prompts, improve content quality (headlines, copy, ctr), or run any measurable improvement loop. requires: a target file, an evaluation command that outputs a metric, and a git repo. autoresearch-agent coding "},{"slug":"aws-solution-architect","kind":"skill","name":"Aws solution architect","tagline":"Design AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design serverless architecture, create CloudFormation templates, optimize AWS costs, set up CI/CD pipelines, or migrate to AWS. Covers Lambda, API Gateway, DynamoDB, ECS, Aurora, and cost optimization.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"aws solution architect design aws architectures for startups using serverless patterns and iac templates. use when asked to design serverless architecture, create cloudformation templates, optimize aws costs, set up ci/cd pipelines, or migrate to aws. covers lambda, api gateway, dynamodb, ecs, aurora, and cost optimization. aws-solution-architect infrastructure & ops "},{"slug":"azure-cloud-architect","kind":"skill","name":"Azure cloud architect","tagline":"Design Azure architectures for startups and enterprises. Use when asked to design Azure infrastructure, create Bicep/ARM templates, optimize Azure costs, set up Azure DevOps pipelines, or migrate to Azure. Covers AKS, App Service, Azure Functions, Cosmos DB, and cost optimization.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"azure cloud architect design azure architectures for startups and enterprises. use when asked to design azure infrastructure, create bicep/arm templates, optimize azure costs, set up azure devops pipelines, or migrate to azure. covers aks, app service, azure functions, cosmos db, and cost optimization. azure-cloud-architect infrastructure & ops "},{"slug":"board-deck-builder","kind":"skill","name":"Board deck builder","tagline":"Assembles comprehensive board and investor update decks by pulling perspectives from all C-suite roles. Use when preparing board meetings, investor updates, quarterly business reviews, or fundraising narratives. Covers structure, narrative framework, bad news delivery, and common mistakes.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"board deck builder assembles comprehensive board and investor update decks by pulling perspectives from all c-suite roles. use when preparing board meetings, investor updates, quarterly business reviews, or fundraising narratives. covers structure, narrative framework, bad news delivery, and common mistakes. board-deck-builder business & ops "},{"slug":"board-meeting","kind":"skill","name":"Board Meeting Protocol","tagline":"Multi-agent board meeting protocol for strategic decisions. Runs a structured 6-phase deliberation: context loading, independent C-suite contributions (isolated, no cross-pollination), critic analysis, synthesis, founder review, and decision extraction. Use when the user invokes /cs:boardroom, calls a board meeting, or wants structured multi-perspective executive deliberation on a strategic question.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"board meeting protocol multi-agent board meeting protocol for strategic decisions. runs a structured 6-phase deliberation: context loading, independent c-suite contributions (isolated, no cross-pollination), critic analysis, synthesis, founder review, and decision extraction. use when the user invokes /cs:boardroom, calls a board meeting, or wants structured multi-perspective executive deliberation on a strategic question. board-meeting business & ops "},{"slug":"brand-guidelines-2","kind":"skill","name":"Brand guidelines","tagline":"When the user wants to apply, document, or enforce brand guidelines for any product or company. Also use when the user mentions 'brand guidelines,' 'brand colors,' 'typography,' 'logo usage,' 'brand voice,' 'visual identity,' 'tone of voice,' 'brand standards,' 'style guide,' 'brand consistency,' or 'company design standards.' Covers color systems, typography, logo rules, imagery guidelines, and tone matrix for any brand — including Anthropic's official identity.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"brand guidelines when the user wants to apply, document, or enforce brand guidelines for any product or company. also use when the user mentions 'brand guidelines,' 'brand colors,' 'typography,' 'logo usage,' 'brand voice,' 'visual identity,' 'tone of voice,' 'brand standards,' 'style guide,' 'brand consistency,' or 'company design standards.' covers color systems, typography, logo rules, imagery guidelines, and tone matrix for any brand — including anthropic's official identity. brand-guidelines-2 marketing "},{"slug":"browser-automation","kind":"skill","name":"Browser Automation - POWERFUL","tagline":"Use when the user asks to automate browser tasks, scrape websites, fill forms, capture screenshots, extract structured data from web pages, or build web automation workflows. NOT for testing — use playwright-pro for that.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"data","deptName":"Data & analytics","task":"data/scrape-web","taskName":"Scraping & extraction","hay":"browser automation - powerful use when the user asks to automate browser tasks, scrape websites, fill forms, capture screenshots, extract structured data from web pages, or build web automation workflows. not for testing — use playwright-pro for that. browser-automation data & ai "},{"slug":"browserstack","kind":"skill","name":"BrowserStack Integration","tagline":"Run tests on BrowserStack. Use when user mentions \"browserstack\", cross-browser\", \"cloud testing\", \"browser matrix\", \"test on safari\", test on firefox\", or \"browser compatibility\".","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"browserstack integration run tests on browserstack. use when user mentions \"browserstack\", cross-browser\", \"cloud testing\", \"browser matrix\", \"test on safari\", test on firefox\", or \"browser compatibility\". browserstack coding "},{"slug":"business-growth-skills","kind":"skill","name":"Business & Growth Skills — Router","tagline":"Router/index for the 4 business & growth skills bundled in this plugin: customer-success-manager (health scoring, churn risk, expansion), sales-engineer (RFP analysis, competitive matrices, PoC planning), revenue-operations (pipeline, forecast accuracy, GTM efficiency), and contract-and-proposal-writer. Use when a growth/revenue request doesn't obviously match one skill and you need to pick the right one (e.g., 'which accounts are at risk', 'should we bid on this RFP').","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"business & growth skills — router router/index for the 4 business & growth skills bundled in this plugin: customer-success-manager (health scoring, churn risk, expansion), sales-engineer (rfp analysis, competitive matrices, poc planning), revenue-operations (pipeline, forecast accuracy, gtm efficiency), and contract-and-proposal-writer. use when a growth/revenue request doesn't obviously match one skill and you need to pick the right one (e.g., 'which accounts are at risk', 'should we bid on this rfp'). business-growth-skills sales & ecommerce "},{"slug":"business-investment-advisor","kind":"skill","name":"Business investment advisor","tagline":"Business investment analysis and capital allocation advisor. Use when evaluating whether to invest in equipment, real estate, a new business, hiring, technology, or any capital expenditure. Also use for ROI calculations, IRR, NPV, payback period, build vs buy decisions, lease vs buy analysis, vendor evaluation, or deciding where to allocate limited budget for maximum return.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"business investment advisor business investment analysis and capital allocation advisor. use when evaluating whether to invest in equipment, real estate, a new business, hiring, technology, or any capital expenditure. also use for roi calculations, irr, npv, payback period, build vs buy decisions, lease vs buy analysis, vendor evaluation, or deciding where to allocate limited budget for maximum return. business-investment-advisor business & ops "},{"slug":"business-name-fit","kind":"skill","name":"Business name fit","tagline":"Suggest, pick, or vet a business, startup, or product name that stays true to the founder's cultural origin while working professionally in the markets they want to sell into. Use when someone is naming a company, brand, or product and cares about how it lands across languages and regions — for example a name that sounds right at home but might read oddly to English speakers, or an authentic name they want to check before committing. Trigger this for any request about choosing a business name, checking if a name \"works\" abroad, spotting bad meanings in other languages, or making a name sound trustworthy in a specific market — even if the person doesn't say the word \"skill\".","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"business name fit suggest, pick, or vet a business, startup, or product name that stays true to the founder's cultural origin while working professionally in the markets they want to sell into. use when someone is naming a company, brand, or product and cares about how it lands across languages and regions — for example a name that sounds right at home but might read oddly to english speakers, or an authentic name they want to check before committing. trigger this for any request about choosing a business name, checking if a name \"works\" abroad, spotting bad meanings in other languages, or making a name sound trustworthy in a specific market — even if the person doesn't say the word \"skill\". business-name-fit marketing "},{"slug":"business-operations-skills","kind":"skill","name":"Business Operations — Domain Orchestrator","tagline":"Use when running, diagnosing, or designing internal business operations — process documentation, vendor SLAs, capacity planning, internal comms, SOP/runbook authoring, procurement spend. Triggers on \"BizOps review\", \"where's the bottleneck\", \"vendor health\", \"internal SOP\", \"all-hands deck\", \"spend categorization\", \"capacity for Q3\", \"process mapping\". Forks context to route to one of six BizOps sub-skills (process-mapper, vendor-management, capacity-planner, internal-comms, knowledge-ops, procurement-optimizer) and returns a digest. Distinct from business-growth (external sales motion) and c-level-advisor (strategic, not operational).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/document-process","taskName":"Process docs","hay":"business operations — domain orchestrator use when running, diagnosing, or designing internal business operations — process documentation, vendor slas, capacity planning, internal comms, sop/runbook authoring, procurement spend. triggers on \"bizops review\", \"where's the bottleneck\", \"vendor health\", \"internal sop\", \"all-hands deck\", \"spend categorization\", \"capacity for q3\", \"process mapping\". forks context to route to one of six bizops sub-skills (process-mapper, vendor-management, capacity-planner, internal-comms, knowledge-ops, procurement-optimizer) and returns a digest. distinct from business-growth (external sales motion) and c-level-advisor (strategic, not operational). business-operations-skills business & ops "},{"slug":"c-level-skills","kind":"skill","name":"C-Level Advisory Bundle — Index","tagline":"Index and router for the C-level advisory bundle: 33 skills covering 14 C-suite roles, orchestration, cross-cutting capabilities, and culture. Use when exploring what the c-level-advisor bundle contains, deciding which advisor skill fits a question, or finding the entry points (cs-onboard interview, chief-of-staff routing, board-meeting protocol).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"c-level advisory bundle — index index and router for the c-level advisory bundle: 33 skills covering 14 c-suite roles, orchestration, cross-cutting capabilities, and culture. use when exploring what the c-level-advisor bundle contains, deciding which advisor skill fits a question, or finding the entry points (cs-onboard interview, chief-of-staff routing, board-meeting protocol). c-level-skills business & ops "},{"slug":"c-level-agents","kind":"skill","name":"c-level-agents — Founder-Mode Executive Team","tagline":"Founder-mode executive team. 13 cs-* C-suite agents (CFO, CMO, CRO, CPO, COO, CHRO, CISO, GC, CDO, CAIO, CCO, VPE, Chief of Staff) and 21 /cs:* slash commands for forcing-question office hours, multi-role boardroom deliberation, strategic sprint pipeline, and meta routing. Use when the founder needs a virtual executive team, when invoking /cs:* commands, or when orchestrating multi-role decisions.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"c-level-agents — founder-mode executive team founder-mode executive team. 13 cs-* c-suite agents (cfo, cmo, cro, cpo, coo, chro, ciso, gc, cdo, caio, cco, vpe, chief of staff) and 21 /cs:* slash commands for forcing-question office hours, multi-role boardroom deliberation, strategic sprint pipeline, and meta routing. use when the founder needs a virtual executive team, when invoking /cs:* commands, or when orchestrating multi-role decisions. c-level-agents business & ops "},{"slug":"cs-onboard","kind":"skill","name":"C-Suite Onboarding","tagline":"Founder onboarding interview that captures company context across 7 dimensions. Invoke with /cs:setup for initial interview or /cs:update for quarterly refresh. Generates ~/.claude/company-context.md used by all C-suite advisor skills. Use when setting up the C-suite advisors for the first time, or when company context is missing or more than 90 days old — e.g. after a fundraise or pivot.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"c-suite onboarding founder onboarding interview that captures company context across 7 dimensions. invoke with /cs:setup for initial interview or /cs:update for quarterly refresh. generates ~/.claude/company-context.md used by all c-suite advisor skills. use when setting up the c-suite advisors for the first time, or when company context is missing or more than 90 days old — e.g. after a fundraise or pivot. cs-onboard business & ops "},{"slug":"campaign-analytics","kind":"skill","name":"Campaign analytics","tagline":"Analyzes campaign performance with multi-touch attribution, funnel conversion analysis, and ROI calculation for marketing optimization. Use when analyzing marketing campaigns, ad performance, attribution models, conversion rates, or calculating marketing ROI, ROAS, CPA, and campaign metrics across channels.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/measure-marketing","taskName":"Attribution","hay":"campaign analytics analyzes campaign performance with multi-touch attribution, funnel conversion analysis, and roi calculation for marketing optimization. use when analyzing marketing campaigns, ad performance, attribution models, conversion rates, or calculating marketing roi, roas, cpa, and campaign metrics across channels. campaign-analytics marketing "},{"slug":"capa-officer","kind":"skill","name":"Capa officer","tagline":"CAPA system management for medical device QMS. Covers root cause analysis, corrective action planning, effectiveness verification, and CAPA metrics. Use when running CAPA investigations, 5-Why analysis, fishbone diagrams, root cause determination, corrective action tracking, effectiveness verification, or CAPA program optimization.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"capa officer capa system management for medical device qms. covers root cause analysis, corrective action planning, effectiveness verification, and capa metrics. use when running capa investigations, 5-why analysis, fishbone diagrams, root cause determination, corrective action tracking, effectiveness verification, or capa program optimization. capa-officer business & ops "},{"slug":"capacity-planner","kind":"skill","name":"Capacity planner","tagline":"Use when an ops leader (Director of CX, Head of Support, VP Ops, Head of BizOps, Head of IT ops, Head of Finance ops) is sizing ops capacity, building a headcount plan, modeling utilization risk, planning Q3 capacity or annual support capacity, or designing CS coverage — and needs Erlang-C queueing math, P90 demand sizing, shrinkage-adjusted FTE, manager-trigger thresholds, and a quarterly hiring sequence with ramp + attrition. Apply when sustained team utilization is above 80% or when the team is growing >50% in 12 months. Run before committing the headcount budget. This is NOT engineering capacity (see vpe-advisor for DORA + cycle time) and NOT strategic 3-year workforce planning (see chro-advisor).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"capacity planner use when an ops leader (director of cx, head of support, vp ops, head of bizops, head of it ops, head of finance ops) is sizing ops capacity, building a headcount plan, modeling utilization risk, planning q3 capacity or annual support capacity, or designing cs coverage — and needs erlang-c queueing math, p90 demand sizing, shrinkage-adjusted fte, manager-trigger thresholds, and a quarterly hiring sequence with ramp + attrition. apply when sustained team utilization is above 80% or when the team is growing >50% in 12 months. run before committing the headcount budget. this is not engineering capacity (see vpe-advisor for dora + cycle time) and not strategic 3-year workforce planning (see chro-advisor). capacity-planner business & ops "},{"slug":"capture","kind":"skill","name":"Capture — Brain-Dump Organizer","tagline":"Captures and organizes chaotic brain dumps into a structured, actionable system with zero information loss. Use this skill whenever the user says 'capture this', 'brain dump', 'let me dump some ideas', 'I've got a bunch of thoughts', 'here's everything on my mind', 'idea dump', 'let me get this out of my head', 'I need to organize my thoughts', 'here's what I'm thinking', or any variation where someone is unloading a messy stream of ideas, tasks, thoughts, and plans wanting them turned into something coherent. Also trigger when the user pastes or dictates a long, unstructured block of mixed ideas — even without the exact phrase — the intent is the same. Fast-to-action by design: no upfront intake. Output is four sections (Projects/Ideas, Tasks, Connections, How I Can Help) ending with a directive question. Asks at most one mid-organization clarifying question when a single item is genuinely ambiguous between task and project.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"capture — brain-dump organizer captures and organizes chaotic brain dumps into a structured, actionable system with zero information loss. use this skill whenever the user says 'capture this', 'brain dump', 'let me dump some ideas', 'i've got a bunch of thoughts', 'here's everything on my mind', 'idea dump', 'let me get this out of my head', 'i need to organize my thoughts', 'here's what i'm thinking', or any variation where someone is unloading a messy stream of ideas, tasks, thoughts, and plans wanting them turned into something coherent. also trigger when the user pastes or dictates a long, unstructured block of mixed ideas — even without the exact phrase — the intent is the same. fast-to-action by design: no upfront intake. output is four sections (projects/ideas, tasks, connections, how i can help) ending with a directive question. asks at most one mid-organization clarifying question when a single item is genuinely ambiguous between task and project. capture uncategorised "},{"slug":"ceo-advisor","kind":"skill","name":"Ceo advisor","tagline":"Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Use when planning strategy, preparing board presentations, managing investors, developing organizational culture, making executive decisions, fundraising, or when user mentions CEO, strategic planning, board meetings, investor updates, organizational leadership, or executive strategy.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"ceo advisor executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. use when planning strategy, preparing board presentations, managing investors, developing organizational culture, making executive decisions, fundraising, or when user mentions ceo, strategic planning, board meetings, investor updates, organizational leadership, or executive strategy. ceo-advisor business & ops "},{"slug":"cfo-advisor","kind":"skill","name":"Cfo advisor","tagline":"Financial leadership for startups and scaling companies. Financial modeling, unit economics, fundraising strategy, cash management, and board financial packages. Use when building financial models, analyzing unit economics, planning fundraising, managing cash runway, preparing board materials, or when user mentions CFO, burn rate, runway, fundraising, unit economics, LTV, CAC, term sheets, or financial strategy.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"cfo advisor financial leadership for startups and scaling companies. financial modeling, unit economics, fundraising strategy, cash management, and board financial packages. use when building financial models, analyzing unit economics, planning fundraising, managing cash runway, preparing board materials, or when user mentions cfo, burn rate, runway, fundraising, unit economics, ltv, cac, term sheets, or financial strategy. cfo-advisor business & ops "},{"slug":"change-management","kind":"skill","name":"Change Management Playbook","tagline":"Framework for rolling out organizational changes without chaos. Covers the ADKAR model adapted for startups, communication templates, resistance patterns, and change fatigue management. Handles process changes, org restructures, strategy pivots, and culture changes. Use when announcing a reorg, switching tools, pivoting strategy, killing a product, changing leadership, or when user mentions change management, change rollout, managing resistance, org change, reorg, or pivot communication.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"change management playbook framework for rolling out organizational changes without chaos. covers the adkar model adapted for startups, communication templates, resistance patterns, and change fatigue management. handles process changes, org restructures, strategy pivots, and culture changes. use when announcing a reorg, switching tools, pivoting strategy, killing a product, changing leadership, or when user mentions change management, change rollout, managing resistance, org change, reorg, or pivot communication. change-management business & ops "},{"slug":"changelog-generator-2","kind":"skill","name":"Changelog generator","tagline":"Produce consistent, auditable release notes from Conventional Commits. Separates commit parsing, semantic-bump logic, and changelog rendering for automated releases with editorial control. Use when cutting a release, generating CHANGELOG.md from git history, computing the next semantic version from commits, automating release notes in CI, or planning a hotfix/rollback. Examples: 'generate the changelog for v1.4.0', 'what version bump do these commits require', 'we need an emergency hotfix process'.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/write-dev-docs","taskName":"Developer docs","hay":"changelog generator produce consistent, auditable release notes from conventional commits. separates commit parsing, semantic-bump logic, and changelog rendering for automated releases with editorial control. use when cutting a release, generating changelog.md from git history, computing the next semantic version from commits, automating release notes in ci, or planning a hotfix/rollback. examples: 'generate the changelog for v1.4.0', 'what version bump do these commits require', 'we need an emergency hotfix process'. changelog-generator-2 coding "},{"slug":"channel-economics","kind":"skill","name":"Channel economics","tagline":"Use when reviewing or rebalancing direct vs. partner-led channel economics — computing fully-loaded cost-to-serve per channel, channel ROI with cash / LTV / marginal lenses, and optimal channel mix subject to constraints. For Head of Commercial, RevOps, and VP Sales doing quarterly channel review when pipeline is mixed (e.g., 60% direct + 40% partner-led) and nobody actually knows which channel makes money after CAC, support load, partner discount, deal-velocity differences, retention differential, and overhead allocation are all loaded in. Outputs cost to serve, channel ROI verdicts (DOUBLE-DOWN / MAINTAIN / DEFUND / EXIT), a sensitivity-tested channel-mix recommendation, and the diminishing-returns inflection (e.g., 'which channel actually makes money — direct or partner?').","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"channel economics use when reviewing or rebalancing direct vs. partner-led channel economics — computing fully-loaded cost-to-serve per channel, channel roi with cash / ltv / marginal lenses, and optimal channel mix subject to constraints. for head of commercial, revops, and vp sales doing quarterly channel review when pipeline is mixed (e.g., 60% direct + 40% partner-led) and nobody actually knows which channel makes money after cac, support load, partner discount, deal-velocity differences, retention differential, and overhead allocation are all loaded in. outputs cost to serve, channel roi verdicts (double-down / maintain / defund / exit), a sensitivity-tested channel-mix recommendation, and the diminishing-returns inflection (e.g., 'which channel actually makes money — direct or partner?'). channel-economics uncategorised "},{"slug":"chief-ai-officer-advisor","kind":"skill","name":"Chief AI officer advisor","tagline":"Chief AI Officer advisory for startups: model build-vs-buy decisions (API vs fine-tune vs in-house), AI risk classification under EU AI Act + US state patchwork, AI cost economics (API-to-self-hosted breakeven), and AI team org evolution. Use when deciding whether to call an API or fine-tune, classifying AI use cases for regulatory risk, calculating when self-hosting pays off, sequencing AI hires, or when user mentions CAIO, AI strategy, model selection, foundation model, fine-tuning, EU AI Act, NIST AI RMF, AI governance, model risk, or AI economics. Strategic only — does not duplicate engineering AI/ML skills.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"chief ai officer advisor chief ai officer advisory for startups: model build-vs-buy decisions (api vs fine-tune vs in-house), ai risk classification under eu ai act + us state patchwork, ai cost economics (api-to-self-hosted breakeven), and ai team org evolution. use when deciding whether to call an api or fine-tune, classifying ai use cases for regulatory risk, calculating when self-hosting pays off, sequencing ai hires, or when user mentions caio, ai strategy, model selection, foundation model, fine-tuning, eu ai act, nist ai rmf, ai governance, model risk, or ai economics. strategic only — does not duplicate engineering ai/ml skills. chief-ai-officer-advisor business & ops "},{"slug":"chief-data-officer-advisor","kind":"skill","name":"Chief data officer advisor","tagline":"Chief Data Officer advisory for startups: AI training data rights and consent provenance, data product strategy (warehouse vs lakehouse vs mesh, build-vs-buy), B2B customer-data-as-asset valuation and M&A readiness, data team org evolution. Use when deciding whether to train models on customer data, choosing data architecture, valuing data for fundraising or M&A, sequencing data hires, or when user mentions CDO, chief data officer, data strategy, data mesh, lakehouse, training data, data product, data monetization, or customer data asset. NOT a tactical data engineering skill — strategic decisions only.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"chief data officer advisor chief data officer advisory for startups: ai training data rights and consent provenance, data product strategy (warehouse vs lakehouse vs mesh, build-vs-buy), b2b customer-data-as-asset valuation and m&a readiness, data team org evolution. use when deciding whether to train models on customer data, choosing data architecture, valuing data for fundraising or m&a, sequencing data hires, or when user mentions cdo, chief data officer, data strategy, data mesh, lakehouse, training data, data product, data monetization, or customer data asset. not a tactical data engineering skill — strategic decisions only. chief-data-officer-advisor business & ops "},{"slug":"chief-of-staff","kind":"skill","name":"Chief of staff","tagline":"C-suite orchestration layer. Routes founder questions to the right advisor role(s), triggers multi-role board meetings for complex decisions, synthesizes outputs, and tracks decisions. Every C-suite interaction starts here. Loads company context automatically. Use when a founder question needs routing to the right advisor — e.g. 'should we raise now or cut burn?' — or when a multi-domain decision needs a board meeting convened.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"chief of staff c-suite orchestration layer. routes founder questions to the right advisor role(s), triggers multi-role board meetings for complex decisions, synthesizes outputs, and tracks decisions. every c-suite interaction starts here. loads company context automatically. use when a founder question needs routing to the right advisor — e.g. 'should we raise now or cut burn?' — or when a multi-domain decision needs a board meeting convened. chief-of-staff business & ops "},{"slug":"chro-advisor","kind":"skill","name":"Chro advisor","tagline":"People leadership for scaling companies. Hiring strategy, compensation design, org structure, culture, and retention. Use when building hiring plans, designing comp frameworks, restructuring teams, managing performance, building culture, or when user mentions CHRO, HR, people strategy, talent, headcount, compensation, org design, retention, or performance management.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"chro advisor people leadership for scaling companies. hiring strategy, compensation design, org structure, culture, and retention. use when building hiring plans, designing comp frameworks, restructuring teams, managing performance, building culture, or when user mentions chro, hr, people strategy, talent, headcount, compensation, org design, retention, or performance management. chro-advisor business & ops "},{"slug":"churn-prevention-2","kind":"skill","name":"Churn prevention","tagline":"Reduce voluntary and involuntary churn through cancel flow design, save offers, exit surveys, and dunning sequences. Use when designing or optimizing a cancel flow, building save offers, setting up dunning emails, or reducing failed-payment churn. Trigger keywords: cancel flow, churn reduction, save offers, dunning, exit survey, payment recovery, win-back, involuntary churn, failed payments, cancel page. NOT for customer health scoring or expansion revenue — use customer-success-manager for that.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"support","deptName":"Customer support","task":"support/stop-churn","taskName":"Churn & renewals","hay":"churn prevention reduce voluntary and involuntary churn through cancel flow design, save offers, exit surveys, and dunning sequences. use when designing or optimizing a cancel flow, building save offers, setting up dunning emails, or reducing failed-payment churn. trigger keywords: cancel flow, churn reduction, save offers, dunning, exit survey, payment recovery, win-back, involuntary churn, failed payments, cancel page. not for customer health scoring or expansion revenue — use customer-success-manager for that. churn-prevention-2 marketing "},{"slug":"ci-cd-pipeline-builder","kind":"skill","name":"CI/CD Pipeline Builder","tagline":"Generate pragmatic CI/CD pipelines from detected project stack signals — fast baseline generation, repeatable checks, environment-aware deployment stages. Use when setting up CI for a new project, refactoring existing pipelines, or standardizing deployment workflows across multiple repos.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"ci/cd pipeline builder generate pragmatic ci/cd pipelines from detected project stack signals — fast baseline generation, repeatable checks, environment-aware deployment stages. use when setting up ci for a new project, refactoring existing pipelines, or standardizing deployment workflows across multiple repos. ci-cd-pipeline-builder infrastructure & ops "},{"slug":"ciso-advisor","kind":"skill","name":"Ciso advisor","tagline":"Security leadership for growth-stage companies. Risk quantification in dollars, compliance roadmap (SOC 2/ISO 27001/HIPAA/GDPR), security architecture strategy, incident response leadership, and board-level security reporting. Use when building security programs, justifying security budget, selecting compliance frameworks, managing incidents, assessing vendor risk, or when user mentions CISO, security strategy, compliance roadmap, zero trust, or board security reporting.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"ciso advisor security leadership for growth-stage companies. risk quantification in dollars, compliance roadmap (soc 2/iso 27001/hipaa/gdpr), security architecture strategy, incident response leadership, and board-level security reporting. use when building security programs, justifying security budget, selecting compliance frameworks, managing incidents, assessing vendor risk, or when user mentions ciso, security strategy, compliance roadmap, zero trust, or board security reporting. ciso-advisor business & ops "},{"slug":"claude-coach","kind":"skill","name":"Claude Coach — Your Power-User Companion","tagline":"Personal coach that teaches users to become Claude power users. Use this skill the FIRST time a user asks to \"learn Claude\", \"be a power user\", \"coach me\", \"teach me Claude tricks\", \"what can Claude do\", \"make me better at prompting\", or any variation. After activation, also use it on EVERY subsequent turn to detect missed optimization opportunities (vague prompts, ignored capabilities, manual work Claude could automate) and surface a single power-user tip. Trigger generously — most users do not know what they do not know, so err on the side of coaching.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"claude coach — your power-user companion personal coach that teaches users to become claude power users. use this skill the first time a user asks to \"learn claude\", \"be a power user\", \"coach me\", \"teach me claude tricks\", \"what can claude do\", \"make me better at prompting\", or any variation. after activation, also use it on every subsequent turn to detect missed optimization opportunities (vague prompts, ignored capabilities, manual work claude could automate) and surface a single power-user tip. trigger generously — most users do not know what they do not know, so err on the side of coaching. claude-coach coding "},{"slug":"clinical-research","kind":"skill","name":"Clinical research","tagline":"Use when designing a prospective clinical study before submission — selecting and classifying endpoints (primary / key-secondary / exploratory, with surrogate-endpoint flagging), estimating sample size and power for two-arm designs (means / proportions / survival), or scoring a study plan for feasibility and a GO / GO-WITH-CONDITIONS / REDESIGN / NO-GO phase-gate decision. Every output is an ESTIMATE plus a named human owner (clinician / biostatistician / regulatory owner) — never clinical fact, never a finished protocol. Distinct from ra-qm-team, which handles the regulatory/QM submission (ISO 13485, EU MDR, FDA 510(k)/PMA/QSR), not the study design.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"clinical research use when designing a prospective clinical study before submission — selecting and classifying endpoints (primary / key-secondary / exploratory, with surrogate-endpoint flagging), estimating sample size and power for two-arm designs (means / proportions / survival), or scoring a study plan for feasibility and a go / go-with-conditions / redesign / no-go phase-gate decision. every output is an estimate plus a named human owner (clinician / biostatistician / regulatory owner) — never clinical fact, never a finished protocol. distinct from ra-qm-team, which handles the regulatory/qm submission (iso 13485, eu mdr, fda 510(k)/pma/qsr), not the study design. clinical-research uncategorised "},{"slug":"cloud-security","kind":"skill","name":"Cloud security","tagline":"Use when assessing cloud infrastructure for security misconfigurations, IAM privilege escalation paths, S3 public exposure, open security group rules, or IaC security gaps. Covers AWS, Azure, and GCP posture assessment with MITRE ATT&CK mapping.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"cloud security use when assessing cloud infrastructure for security misconfigurations, iam privilege escalation paths, s3 public exposure, open security group rules, or iac security gaps. covers aws, azure, and gcp posture assessment with mitre att&ck mapping. cloud-security security "},{"slug":"cmo-advisor","kind":"skill","name":"Cmo advisor","tagline":"Marketing leadership for scaling companies. Brand positioning, growth model design, marketing budget allocation, and marketing org design. Use when designing brand strategy, selecting growth models (PLG vs sales-led vs community-led), allocating marketing budgets, building marketing teams, or when user mentions CMO, brand strategy, growth model, CAC, LTV, channel mix, or marketing ROI.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/plan-marketing","taskName":"Marketing strategy","hay":"cmo advisor marketing leadership for scaling companies. brand positioning, growth model design, marketing budget allocation, and marketing org design. use when designing brand strategy, selecting growth models (plg vs sales-led vs community-led), allocating marketing budgets, building marketing teams, or when user mentions cmo, brand strategy, growth model, cac, ltv, channel mix, or marketing roi. cmo-advisor business & ops "},{"slug":"code-to-prd","kind":"skill","name":"Code → PRD: Reverse-Engineer Any Codebase into Product Requirements","tagline":"Reverse-engineer any codebase into a complete Product Requirements Document (PRD). Analyzes routes, components, state management, API integrations, and user interactions to produce business-readable documentation detailed enough for engineers or AI agents to fully reconstruct every page and endpoint. Works with frontend frameworks (React, Vue, Angular, Svelte, Next.js, Nuxt), backend frameworks (NestJS, Django, Express, FastAPI), and fullstack applications. Use when users mention: generate PRD, reverse-engineer requirements, code to documentation, extract product specs from code, document page logic, analyze page fields and interactions, create a functional inventory, write requirements from an existing codebase, document API endpoints, or analyze backend routes.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"code → prd: reverse-engineer any codebase into product requirements reverse-engineer any codebase into a complete product requirements document (prd). analyzes routes, components, state management, api integrations, and user interactions to produce business-readable documentation detailed enough for engineers or ai agents to fully reconstruct every page and endpoint. works with frontend frameworks (react, vue, angular, svelte, next.js, nuxt), backend frameworks (nestjs, django, express, fastapi), and fullstack applications. use when users mention: generate prd, reverse-engineer requirements, code to documentation, extract product specs from code, document page logic, analyze page fields and interactions, create a functional inventory, write requirements from an existing codebase, document api endpoints, or analyze backend routes. code-to-prd coding "},{"slug":"code-reviewer-2","kind":"skill","name":"Code reviewer","tagline":"Code review automation for TypeScript, JavaScript, Python, Go, Swift, Kotlin, C#, .NET, Java, C, C++, Rust, Ruby, PHP, and Dart/Flutter. Analyzes PRs for complexity and risk, checks code quality for SOLID violations and code smells, generates review reports. Use when reviewing pull requests, analyzing code quality, identifying issues, generating review checklists.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"code reviewer code review automation for typescript, javascript, python, go, swift, kotlin, c#, .net, java, c, c++, rust, ruby, php, and dart/flutter. analyzes prs for complexity and risk, checks code quality for solid violations and code smells, generates review reports. use when reviewing pull requests, analyzing code quality, identifying issues, generating review checklists. code-reviewer-2 coding "},{"slug":"code-tour","kind":"skill","name":"Code tour","tagline":"Use when the user asks to create a CodeTour .tour file — persona-targeted, step-by-step walkthroughs that link to real files and line numbers. Trigger for: create a tour, onboarding tour, architecture tour, PR review tour, explain how X works, vibe check, RCA tour, contributor guide, or any structured code walkthrough request.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"code tour use when the user asks to create a codetour .tour file — persona-targeted, step-by-step walkthroughs that link to real files and line numbers. trigger for: create a tour, onboarding tour, architecture tour, pr review tour, explain how x works, vibe check, rca tour, contributor guide, or any structured code walkthrough request. code-tour coding "},{"slug":"codebase-onboarding","kind":"skill","name":"Codebase onboarding","tagline":"Analyze a codebase and generate onboarding documentation for engineers, tech leads, and contractors. Fast fact-gathering and repeatable onboarding outputs. Use when onboarding a new engineer, writing architecture-overview docs for a new project, or producing tech-lead briefings for unfamiliar repos.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"codebase onboarding analyze a codebase and generate onboarding documentation for engineers, tech leads, and contractors. fast fact-gathering and repeatable onboarding outputs. use when onboarding a new engineer, writing architecture-overview docs for a new project, or producing tech-lead briefings for unfamiliar repos. codebase-onboarding coding "},{"slug":"cold-email-3","kind":"skill","name":"Cold Email Outreach","tagline":"When the user wants to write, improve, or build a sequence of B2B cold outreach emails to prospects who haven't asked to hear from them. Use when the user mentions 'cold email,' 'cold outreach,' 'prospecting emails,' 'SDR emails,' 'sales emails,' 'first touch email,' 'follow-up sequence,' or 'email prospecting.' Also use when they share an email draft that sounds too sales-y and needs to be humanized. Distinct from email-sequence (lifecycle/nurture to opted-in subscribers) — this is unsolicited outreach to new prospects. NOT for lifecycle emails, newsletters, or drip campaigns (use email-sequence).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"cold email outreach when the user wants to write, improve, or build a sequence of b2b cold outreach emails to prospects who haven't asked to hear from them. use when the user mentions 'cold email,' 'cold outreach,' 'prospecting emails,' 'sdr emails,' 'sales emails,' 'first touch email,' 'follow-up sequence,' or 'email prospecting.' also use when they share an email draft that sounds too sales-y and needs to be humanized. distinct from email-sequence (lifecycle/nurture to opted-in subscribers) — this is unsolicited outreach to new prospects. not for lifecycle emails, newsletters, or drip campaigns (use email-sequence). cold-email-3 marketing "},{"slug":"commercial-skills","kind":"skill","name":"Commercial — Domain Orchestrator","tagline":"Use when reviewing, approving, or designing commercial motion — pricing models, deal review, discount approval, partnership economics, channel mix, commercial policy, RFP/RFI response, bookings forecast. Triggers on \"review this deal\", \"should we discount\", \"pricing model\", \"partner economics\", \"RFP response\", \"bookings forecast\", \"channel mix\". Forks context to route to one of seven Commercial sub-skills (pricing-strategist, deal-desk, partnerships-architect, channel-economics, commercial-policy, rfp-responder, commercial-forecaster) and returns a digest. Distinct from business-growth (sales execution) and c-level-advisor/cro-advisor (strategic CRO judgment).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"commercial — domain orchestrator use when reviewing, approving, or designing commercial motion — pricing models, deal review, discount approval, partnership economics, channel mix, commercial policy, rfp/rfi response, bookings forecast. triggers on \"review this deal\", \"should we discount\", \"pricing model\", \"partner economics\", \"rfp response\", \"bookings forecast\", \"channel mix\". forks context to route to one of seven commercial sub-skills (pricing-strategist, deal-desk, partnerships-architect, channel-economics, commercial-policy, rfp-responder, commercial-forecaster) and returns a digest. distinct from business-growth (sales execution) and c-level-advisor/cro-advisor (strategic cro judgment). commercial-skills sales & ecommerce "},{"slug":"commercial-forecaster","kind":"skill","name":"Commercial forecaster","tagline":"Use when building a quarterly bookings forecast, ARR projection, pipeline forecast, NRR projection, or commit/best-case/pipe-only board number — especially when the CRO needs to walk the board through funnel math + cohort ARR + per-stage conversion assumptions without the theatre of a single undefended number. Decomposes pipeline into commit, best-case, and pipe-only tiers; projects cohort-level NRR/GRR to surface leaky cohorts before they show up in the consolidated number; scores per-stage funnel confidence so soft-floor stages get treated differently from high-confidence ones. Every output explicitly names the conversion rate used, the data window, and the weighting choice. For Head of Commercial, RevOps, VP Sales, and CRO at quarterly forecast or board prep. NOT financial close (see finance/financial-analysis). NOT strategic CRO hiring/territory (see c-level-advisor/cro-advisor). NOT pricing (see sibling pricing-strategist).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"commercial forecaster use when building a quarterly bookings forecast, arr projection, pipeline forecast, nrr projection, or commit/best-case/pipe-only board number — especially when the cro needs to walk the board through funnel math + cohort arr + per-stage conversion assumptions without the theatre of a single undefended number. decomposes pipeline into commit, best-case, and pipe-only tiers; projects cohort-level nrr/grr to surface leaky cohorts before they show up in the consolidated number; scores per-stage funnel confidence so soft-floor stages get treated differently from high-confidence ones. every output explicitly names the conversion rate used, the data window, and the weighting choice. for head of commercial, revops, vp sales, and cro at quarterly forecast or board prep. not financial close (see finance/financial-analysis). not strategic cro hiring/territory (see c-level-advisor/cro-advisor). not pricing (see sibling pricing-strategist). commercial-forecaster sales & ecommerce "},{"slug":"commercial-policy","kind":"skill","name":"Commercial policy","tagline":"Use when designing or revising a company's commercial policy — the rules of engagement governing discounts off list price, approver thresholds, exception flows, and the deal framework that Deal Desk and AEs operate under. Covers discount matrix design (ARR band x term length x payment terms x strategic value), commercial policy design, exception policy, discount governance, approval thresholds, deal framework structure, and policy linting (contradictions, gaps, cliff edges, gaming surfaces). For Head of Commercial, Head of Deal Desk, VP Sales, or RevOps at the policy-design moment — NOT per-deal application (that is deal-desk) and NOT pricing model selection (that is pricing-strategist).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"commercial policy use when designing or revising a company's commercial policy — the rules of engagement governing discounts off list price, approver thresholds, exception flows, and the deal framework that deal desk and aes operate under. covers discount matrix design (arr band x term length x payment terms x strategic value), commercial policy design, exception policy, discount governance, approval thresholds, deal framework structure, and policy linting (contradictions, gaps, cliff edges, gaming surfaces). for head of commercial, head of deal desk, vp sales, or revops at the policy-design moment — not per-deal application (that is deal-desk) and not pricing model selection (that is pricing-strategist). commercial-policy sales & ecommerce "},{"slug":"arquiteto-de-empresa","kind":"skill","name":"Company Architect","tagline":"Company Architect: builds a business from scratch as an OKF (Open Knowledge Format) bundle — a tree of version-controllable .md files with frontmatter type, links forming a graph, and reserved index.md/log.md, readable by humans and agents. Guides the founder through a 12-phase interview (foundation, strategy, market, financial, sales, marketing, product, operations, tech, people, legal, governance), one phase at a time, few questions per block, and generates the concepts as conformant markdown. Trigger when the user wants to create, structure, or document an entire company in folders and .md files; when they mention build my company from scratch, company as code, company knowledge base for AI to read, company wiki for agents, OKF, or knowledge bundle. In English.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"company architect company architect: builds a business from scratch as an okf (open knowledge format) bundle — a tree of version-controllable .md files with frontmatter type, links forming a graph, and reserved index.md/log.md, readable by humans and agents. guides the founder through a 12-phase interview (foundation, strategy, market, financial, sales, marketing, product, operations, tech, people, legal, governance), one phase at a time, few questions per block, and generates the concepts as conformant markdown. trigger when the user wants to create, structure, or document an entire company in folders and .md files; when they mention build my company from scratch, company as code, company knowledge base for ai to read, company wiki for agents, okf, or knowledge bundle. in english. arquiteto-de-empresa business & ops "},{"slug":"context-engine","kind":"skill","name":"Company Context Engine","tagline":"Loads and manages company context for all C-suite advisor skills. Reads ~/.claude/company-context.md, detects stale context (>90 days), enriches context during conversations, and enforces privacy/anonymization rules before external API calls. Use when starting any C-suite advisor session, when context looks stale or missing, or before sending company data to an external service.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"company context engine loads and manages company context for all c-suite advisor skills. reads ~/.claude/company-context.md, detects stale context (>90 days), enriches context during conversations, and enforces privacy/anonymization rules before external api calls. use when starting any c-suite advisor session, when context looks stale or missing, or before sending company data to an external service. context-engine business & ops "},{"slug":"company-os","kind":"skill","name":"Company Operating System","tagline":"The meta-framework for how a company runs — the connective tissue between all C-suite roles. Covers operating system selection (EOS, Scaling Up, OKR-native, hybrid), accountability charts, scorecards, meeting pulse, issue resolution, and 90-day rocks. Use when setting up company operations, selecting a management framework, designing meeting rhythms, building accountability systems, implementing OKRs, or when user mentions EOS, Scaling Up, operating system, L10 meetings, rocks, scorecard, accountability chart, or quarterly planning.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"company operating system the meta-framework for how a company runs — the connective tissue between all c-suite roles. covers operating system selection (eos, scaling up, okr-native, hybrid), accountability charts, scorecards, meeting pulse, issue resolution, and 90-day rocks. use when setting up company operations, selecting a management framework, designing meeting rhythms, building accountability systems, implementing okrs, or when user mentions eos, scaling up, operating system, l10 meetings, rocks, scorecard, accountability chart, or quarterly planning. company-os business & ops "},{"slug":"competitive-intel","kind":"skill","name":"Competitive Intelligence","tagline":"Systematic competitor tracking that feeds CMO positioning, CRO battlecards, and CPO roadmap decisions. Use when analyzing competitors, building sales battlecards, tracking market moves, positioning against alternatives, or when user mentions competitive intelligence, competitive analysis, competitor research, battlecards, win/loss, or market positioning.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitive intelligence systematic competitor tracking that feeds cmo positioning, cro battlecards, and cpo roadmap decisions. use when analyzing competitors, building sales battlecards, tracking market moves, positioning against alternatives, or when user mentions competitive intelligence, competitive analysis, competitor research, battlecards, win/loss, or market positioning. competitive-intel business & ops "},{"slug":"competitive-teardown","kind":"skill","name":"Competitive teardown","tagline":"Analyzes competitor products and companies by synthesizing data from pricing pages, app store reviews, job postings, SEO signals, and social media into structured competitive intelligence. Produces feature comparison matrices scored across 12 dimensions, SWOT analyses, positioning maps, UX audits, pricing model breakdowns, action item roadmaps, and stakeholder presentation templates. Use when conducting competitor analysis, comparing products against competitors, researching the competitive landscape, building battle cards for sales, preparing for a product strategy or roadmap session, responding to a competitor's new feature or pricing change, or performing a quarterly competitive review.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitive teardown analyzes competitor products and companies by synthesizing data from pricing pages, app store reviews, job postings, seo signals, and social media into structured competitive intelligence. produces feature comparison matrices scored across 12 dimensions, swot analyses, positioning maps, ux audits, pricing model breakdowns, action item roadmaps, and stakeholder presentation templates. use when conducting competitor analysis, comparing products against competitors, researching the competitive landscape, building battle cards for sales, preparing for a product strategy or roadmap session, responding to a competitor's new feature or pricing change, or performing a quarterly competitive review. competitive-teardown business & ops "},{"slug":"competitor-alternatives","kind":"skill","name":"Competitor & Alternative Pages","tagline":"When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' 'competitive landing pages,' 'switch from competitor,' or 'comparison content.' Covers four formats: singular alternative, plural alternatives, you vs competitor, and competitor vs competitor. Emphasizes deep research, modular content architecture, and varied section types beyond feature tables.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor & alternative pages when the user wants to create competitor comparison or alternative pages for seo and sales enablement. also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[product] vs [product],' '[product] alternative,' 'competitive landing pages,' 'switch from competitor,' or 'comparison content.' covers four formats: singular alternative, plural alternatives, you vs competitor, and competitor vs competitor. emphasizes deep research, modular content architecture, and varied section types beyond feature tables. competitor-alternatives marketing "},{"slug":"compliance-os","kind":"skill","name":"Compliance OS — Meta-Orchestrator","tagline":"Compliance OS — meta-orchestrator that lets compliance teams CONFIGURE which frameworks apply, COMPUTE cross-framework control overlap, SIMULATE internal audits, and CONSOLIDATE evidence across multiple frameworks. Four decisions: (1) Given a company profile, which of the 12 supported frameworks apply (ISO 27001/13485/42001/14971, EU AI Act, MDR 745, GDPR, SOC 2, FDA QSR, NIST CSF 2.0, NIS2, HIPAA)? (2) Across selected frameworks, which controls overlap and how much evidence reuses? (3) For a given framework + scope, what does a realistic mock audit produce — drawing from the 205-scenario library? (4) Across selected frameworks, what's the unified evidence checklist with reuse map? Use when standing up a multi-framework program, planning the annual audit calendar, or preparing for certification stage 1. Does NOT replace per-framework skills (it orchestrates them).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"legal","deptName":"Legal & compliance","task":"legal/meet-regulation","taskName":"Regulation & privacy","hay":"compliance os — meta-orchestrator compliance os — meta-orchestrator that lets compliance teams configure which frameworks apply, compute cross-framework control overlap, simulate internal audits, and consolidate evidence across multiple frameworks. four decisions: (1) given a company profile, which of the 12 supported frameworks apply (iso 27001/13485/42001/14971, eu ai act, mdr 745, gdpr, soc 2, fda qsr, nist csf 2.0, nis2, hipaa)? (2) across selected frameworks, which controls overlap and how much evidence reuses? (3) for a given framework + scope, what does a realistic mock audit produce — drawing from the 205-scenario library? (4) across selected frameworks, what's the unified evidence checklist with reuse map? use when standing up a multi-framework program, planning the annual audit calendar, or preparing for certification stage 1. does not replace per-framework skills (it orchestrates them). compliance-os business & ops "},{"slug":"content-humanizer","kind":"skill","name":"Content humanizer","tagline":"Makes AI-generated content sound genuinely human — not just cleaned up, but alive. Use when content feels robotic, uses too many AI clichés, lacks personality, or reads like it was written by committee. Triggers: 'this sounds like AI', 'make it more human', 'add personality', 'it feels generic', 'sounds robotic', 'fix AI writing', 'inject our voice'. NOT for initial content creation (use content-production). NOT for SEO optimization (use content-production Mode 3).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"content humanizer makes ai-generated content sound genuinely human — not just cleaned up, but alive. use when content feels robotic, uses too many ai clichés, lacks personality, or reads like it was written by committee. triggers: 'this sounds like ai', 'make it more human', 'add personality', 'it feels generic', 'sounds robotic', 'fix ai writing', 'inject our voice'. not for initial content creation (use content-production). not for seo optimization (use content-production mode 3). content-humanizer marketing "},{"slug":"content-production","kind":"skill","name":"Content production","tagline":"Full content production pipeline — takes a topic from blank page to published-ready piece. Use when you need to execute content: write a blog post, article, or guide end-to-end. Triggers: 'write a post about', 'draft an article', 'create content for', 'help me write', 'I need a blog post'. NOT for content strategy or calendar planning (use content-strategy). NOT for repurposing existing content (use content-repurposing). NOT for social captions only.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"content production full content production pipeline — takes a topic from blank page to published-ready piece. use when you need to execute content: write a blog post, article, or guide end-to-end. triggers: 'write a post about', 'draft an article', 'create content for', 'help me write', 'i need a blog post'. not for content strategy or calendar planning (use content-strategy). not for repurposing existing content (use content-repurposing). not for social captions only. content-production marketing "},{"slug":"content-strategist","kind":"agent","name":"Content strategist","tagline":"Builds content engines that rank, convert, and compound. Thinks in systems — topic clusters, not individual posts. Every piece earns its place or gets killed. Use when content needs to behave like a system rather than a stream of posts — e.g., designing a topic-cluster plan to grow organic traffic from zero, or auditing an editorial calendar and killing pieces that don't convert after 90 days. (For single-asset, on-brand copy production, see cs-content-creator.)","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"media","deptName":"Content creator","task":"media/plan-content","taskName":"Content planning","hay":"content strategist builds content engines that rank, convert, and compound. thinks in systems — topic clusters, not individual posts. every piece earns its place or gets killed. use when content needs to behave like a system rather than a stream of posts — e.g., designing a topic-cluster plan to grow organic traffic from zero, or auditing an editorial calendar and killing pieces that don't convert after 90 days. (for single-asset, on-brand copy production, see cs-content-creator.) content-strategist creator "},{"slug":"content-strategy-2","kind":"skill","name":"Content strategy","tagline":"When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions \"content strategy,\" \"what should I write about,\" \"content ideas,\" \"blog strategy,\" \"topic clusters,\" or \"content planning.\" For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"content strategy when the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. also use when the user mentions \"content strategy,\" \"what should i write about,\" \"content ideas,\" \"blog strategy,\" \"topic clusters,\" or \"content planning.\" for writing individual pieces, see copywriting. for seo-specific audits, see seo-audit. content-strategy-2 marketing "},{"slug":"contract-and-proposal-writer","kind":"skill","name":"Contract & Proposal Writer","tagline":"Generate professional, jurisdiction-aware business documents: freelance contracts, project proposals, SOWs, NDAs, and MSAs. Structured Markdown output with docx conversion instructions. Covers US (Delaware), EU (GDPR), UK, and DACH (German law) jurisdictions. Not a substitute for legal counsel — use as strong starting points. Use when drafting a freelance contract, preparing a client proposal, writing an SOW for a new engagement, or producing an NDA before sharing sensitive material.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"legal","deptName":"Legal & compliance","task":"legal/draft-contract","taskName":"Contracts","hay":"contract & proposal writer generate professional, jurisdiction-aware business documents: freelance contracts, project proposals, sows, ndas, and msas. structured markdown output with docx conversion instructions. covers us (delaware), eu (gdpr), uk, and dach (german law) jurisdictions. not a substitute for legal counsel — use as strong starting points. use when drafting a freelance contract, preparing a client proposal, writing an sow for a new engagement, or producing an nda before sharing sensitive material. contract-and-proposal-writer business & ops "},{"slug":"coo-advisor","kind":"skill","name":"Coo advisor","tagline":"Operations leadership for scaling companies. Process design, OKR execution, operational cadence, and scaling playbooks. Use when designing operations, setting up OKRs, building processes, scaling teams, analyzing bottlenecks, planning operational cadence, or when user mentions COO, operations, process improvement, OKRs, scaling, operational efficiency, or execution.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"coo advisor operations leadership for scaling companies. process design, okr execution, operational cadence, and scaling playbooks. use when designing operations, setting up okrs, building processes, scaling teams, analyzing bottlenecks, planning operational cadence, or when user mentions coo, operations, process improvement, okrs, scaling, operational efficiency, or execution. coo-advisor business & ops "},{"slug":"cpo-advisor","kind":"skill","name":"Cpo advisor","tagline":"Product leadership for scaling companies. Product vision, portfolio strategy, product-market fit, and product org design. Use when setting product vision, managing a product portfolio, measuring PMF, designing product teams, prioritizing at the portfolio level, reporting to the board on product, or when user mentions CPO, product strategy, product-market fit, product organization, portfolio prioritization, or roadmap strategy.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"cpo advisor product leadership for scaling companies. product vision, portfolio strategy, product-market fit, and product org design. use when setting product vision, managing a product portfolio, measuring pmf, designing product teams, prioritizing at the portfolio level, reporting to the board on product, or when user mentions cpo, product strategy, product-market fit, product organization, portfolio prioritization, or roadmap strategy. cpo-advisor business & ops "},{"slug":"cro-advisor","kind":"skill","name":"CRO advisor","tagline":"Revenue leadership for B2B SaaS companies. Revenue forecasting, sales model design, pricing strategy, net revenue retention, and sales team scaling. Use when designing the revenue engine, setting quotas, modeling NRR, evaluating pricing, building board forecasts, or when user mentions CRO, chief revenue officer, revenue strategy, sales model, ARR growth, NRR, expansion revenue, churn, pricing strategy, or sales capacity.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"cro advisor revenue leadership for b2b saas companies. revenue forecasting, sales model design, pricing strategy, net revenue retention, and sales team scaling. use when designing the revenue engine, setting quotas, modeling nrr, evaluating pricing, building board forecasts, or when user mentions cro, chief revenue officer, revenue strategy, sales model, arr growth, nrr, expansion revenue, churn, pricing strategy, or sales capacity. cro-advisor business & ops "},{"slug":"cs-aeo","kind":"agent","name":"Cs aeo","tagline":"Answer Engine Optimization (AEO) specialist agent. Use when content needs to be optimized for citation by AI language models (ChatGPT, Perplexity, Claude, Gemini, Mistral) rather than for traditional search rankings. Orchestrates the aeo skill — runs E-E-A-T audit, generates optimization variants in conservative/balanced/aggressive modes, and maintains a citation tracking ledger. Industry-aware (8 industries with calibrated thresholds). Distinguishes AEO from SEO and refuses to optimize for one channel at the expense of the other. Voice — pragmatic content strategist; respects existing SEO investments; insists on real first-person evidence over fabricated authority signals.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"cs aeo answer engine optimization (aeo) specialist agent. use when content needs to be optimized for citation by ai language models (chatgpt, perplexity, claude, gemini, mistral) rather than for traditional search rankings. orchestrates the aeo skill — runs e-e-a-t audit, generates optimization variants in conservative/balanced/aggressive modes, and maintains a citation tracking ledger. industry-aware (8 industries with calibrated thresholds). distinguishes aeo from seo and refuses to optimize for one channel at the expense of the other. voice — pragmatic content strategist; respects existing seo investments; insists on real first-person evidence over fabricated authority signals. cs-aeo marketing "},{"slug":"cs-agile-product-owner","kind":"agent","name":"Cs agile product owner","tagline":"Agile product owner agent for epic breakdown, sprint planning, backlog refinement, and INVEST-compliant user story generation. Use when preparing work for a development team — e.g., decomposing a large epic into INVEST-compliant stories with acceptance criteria, or refining a messy backlog ahead of sprint planning.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"cs agile product owner agile product owner agent for epic breakdown, sprint planning, backlog refinement, and invest-compliant user story generation. use when preparing work for a development team — e.g., decomposing a large epic into invest-compliant stories with acceptance criteria, or refining a messy backlog ahead of sprint planning. cs-agile-product-owner business & ops "},{"slug":"cs-arquiteto","kind":"agent","name":"Cs arquiteto","tagline":"Company Architect — a senior chief of staff who builds a business from scratch as an OKF (Open Knowledge Format) bundle: a tree of version-controllable .md files with frontmatter type, links forming a graph, and reserved index.md/log.md. Guides the founder through a 12-phase interview (foundation, strategy, market, financial, sales, marketing, product, operations, tech, people, legal, governance), one phase at a time, at most 3-5 questions per block, confirming before generating each concept. Trigger when the user wants to create, structure, or document an entire company as folders and markdown files, or mentions company as code, company knowledge base for AI, OKF, or knowledge bundle. Works in English. Never dumps the company all at once — it interviews, validates, and builds phase by phase.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"cs arquiteto company architect — a senior chief of staff who builds a business from scratch as an okf (open knowledge format) bundle: a tree of version-controllable .md files with frontmatter type, links forming a graph, and reserved index.md/log.md. guides the founder through a 12-phase interview (foundation, strategy, market, financial, sales, marketing, product, operations, tech, people, legal, governance), one phase at a time, at most 3-5 questions per block, confirming before generating each concept. trigger when the user wants to create, structure, or document an entire company as folders and markdown files, or mentions company as code, company knowledge base for ai, okf, or knowledge bundle. works in english. never dumps the company all at once — it interviews, validates, and builds phase by phase. cs-arquiteto business & ops "},{"slug":"cs-bizops-orchestrator","kind":"agent","name":"Cs bizops orchestrator","tagline":"Process-obsessed BizOps lead. Routes internal-operations inquiries (process / vendor / capacity / comms / SOP / procurement) to the right sub-skill via the business-operations-skills orchestrator. Forks context to keep heavy ingestion (vendor catalogs, process transcripts, multi-doc SOPs) out of the parent thread. Signature forcing question — \"Where does the work spend most of its time waiting?","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/document-process","taskName":"Process docs","hay":"cs bizops orchestrator process-obsessed bizops lead. routes internal-operations inquiries (process / vendor / capacity / comms / sop / procurement) to the right sub-skill via the business-operations-skills orchestrator. forks context to keep heavy ingestion (vendor catalogs, process transcripts, multi-doc sops) out of the parent thread. signature forcing question — \"where does the work spend most of its time waiting? cs-bizops-orchestrator business & ops "},{"slug":"cs-capture","kind":"agent","name":"Cs capture","tagline":"Brain-dump organizer persona. Catches unstructured streams of mixed thoughts/tasks/ideas and transforms them into a 4-section actionable system with zero information loss. Refuses to fabricate workspace connections. Refuses to corporate-ify the user's voice. Refuses to act on dump items without explicit pick. Asks at most ONE mid-organization clarifying question per dump.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"cs capture brain-dump organizer persona. catches unstructured streams of mixed thoughts/tasks/ideas and transforms them into a 4-section actionable system with zero information loss. refuses to fabricate workspace connections. refuses to corporate-ify the user's voice. refuses to act on dump items without explicit pick. asks at most one mid-organization clarifying question per dump. cs-capture uncategorised "},{"slug":"cs-ceo-advisor","kind":"agent","name":"Cs ceo advisor","tagline":"Strategic leadership advisor for CEOs covering vision, strategy, board management, investor relations, and organizational culture. Use when a founder or CEO faces a company-level strategic decision — e.g., preparing the narrative and metrics for a quarterly board meeting, or stress-testing a pivot or market-expansion decision against vision, runway, and stakeholder expectations.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"cs ceo advisor strategic leadership advisor for ceos covering vision, strategy, board management, investor relations, and organizational culture. use when a founder or ceo faces a company-level strategic decision — e.g., preparing the narrative and metrics for a quarterly board meeting, or stress-testing a pivot or market-expansion decision against vision, runway, and stakeholder expectations. cs-ceo-advisor business & ops "},{"slug":"cs-chro-advisor","kind":"agent","name":"Cs chro advisor","tagline":"People-systems CHRO advisor for hiring strategy, comp bands, leveling ladders, org design, and retention","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"cs chro advisor people-systems chro advisor for hiring strategy, comp bands, leveling ladders, org design, and retention cs-chro-advisor business & ops "},{"slug":"cs-commercial-orchestrator","kind":"agent","name":"Cs commercial orchestrator","tagline":"Margin-protective Commercial lead. Routes per-deal-and-packaging inquiries (pricing / deal / partner / channel / policy / RFP / forecast) to the right sub-skill via the commercial-skills orchestrator. Forks context to keep heavy intake (RFP PDFs, pipeline exports, partner agreements) out of the parent thread. Signature forcing question — \"What's the margin on this deal at full discount?","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"cs commercial orchestrator margin-protective commercial lead. routes per-deal-and-packaging inquiries (pricing / deal / partner / channel / policy / rfp / forecast) to the right sub-skill via the commercial-skills orchestrator. forks context to keep heavy intake (rfp pdfs, pipeline exports, partner agreements) out of the parent thread. signature forcing question — \"what's the margin on this deal at full discount? cs-commercial-orchestrator sales & ecommerce "},{"slug":"cs-content-creator","kind":"agent","name":"Cs content creator","tagline":"Long-form marketing content producer orchestrating the content-production skill (research → brief → draft → optimize → gate). Use when content must be written, scored, or made publish-ready — e.g., drafting a 2,000-word blog post against a target keyword and blocking publish until content_quality_gates.py passes, or auditing a draft for brand-voice drift with brand_voice_analyzer.py before it ships. Routes planning requests (topic clusters, calendars) to content-strategy. Supersedes the deprecated content-creator skill.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"cs content creator long-form marketing content producer orchestrating the content-production skill (research → brief → draft → optimize → gate). use when content must be written, scored, or made publish-ready — e.g., drafting a 2,000-word blog post against a target keyword and blocking publish until content_quality_gates.py passes, or auditing a draft for brand-voice drift with brand_voice_analyzer.py before it ships. routes planning requests (topic clusters, calendars) to content-strategy. supersedes the deprecated content-creator skill. cs-content-creator business & ops "},{"slug":"cs-deep-work","kind":"agent","name":"Cs deep work","tagline":"Plans a deep work day the Cal Newport way — audits a task list deep vs shallow against a 30-50% shallow budget, builds an energy-first time-blocked schedule (deep blocks of at least 90 minutes in the earliest hours, a hard 4-hour deep ceiling, shallow work batched into at most two windows, 10-minute buffers, an immovable hard stop), logs focus sessions against a weekly target, and closes the day with a shutdown ritual. Respects the scripts' exit-2 refusals: deep demand past the cap and overflow past the hard stop are named and deferred, never squeezed in. Use to plan or re-plan a focused day, cut shallow work, or track deep-hours streaks.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"cs deep work plans a deep work day the cal newport way — audits a task list deep vs shallow against a 30-50% shallow budget, builds an energy-first time-blocked schedule (deep blocks of at least 90 minutes in the earliest hours, a hard 4-hour deep ceiling, shallow work batched into at most two windows, 10-minute buffers, an immovable hard stop), logs focus sessions against a weekly target, and closes the day with a shutdown ritual. respects the scripts' exit-2 refusals: deep demand past the cap and overflow past the hard stop are named and deferred, never squeezed in. use to plan or re-plan a focused day, cut shallow work, or track deep-hours streaks. cs-deep-work uncategorised "},{"slug":"cs-demand-gen-specialist","kind":"agent","name":"Cs demand gen specialist","tagline":"Demand generation and acquisition-funnel specialist orchestrating the marketing-demand-acquisition, paid-ads, and email-sequence skills. Use when building or fixing the acquisition engine — e.g., comparing channel CAC against B2B SaaS benchmarks before reallocating a $40k/month budget, scoring paid-ads account health with ad_health_scorer.py before scaling spend, or designing a nurture sequence that must score 70+ on sequence_analyzer.py before launch. Covers channel mix, CAC/ROAS math, MQL→SQL workflows, attribution, and nurture design.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"cs demand gen specialist demand generation and acquisition-funnel specialist orchestrating the marketing-demand-acquisition, paid-ads, and email-sequence skills. use when building or fixing the acquisition engine — e.g., comparing channel cac against b2b saas benchmarks before reallocating a $40k/month budget, scoring paid-ads account health with ad_health_scorer.py before scaling spend, or designing a nurture sequence that must score 70+ on sequence_analyzer.py before launch. covers channel mix, cac/roas math, mql→sql workflows, attribution, and nurture design. cs-demand-gen-specialist uncategorised "},{"slug":"cs-financial-analyst","kind":"agent","name":"Cs financial analyst","tagline":"Financial Analyst agent for DCF valuation, financial modeling, budgeting, forecasting, and SaaS metrics (ARR, MRR, churn, CAC, LTV, NRR). Orchestrates finance skills. Spawn when users need financial analysis, valuation models, budget planning, ratio analysis, SaaS health checks, or unit economics projections.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"cs financial analyst financial analyst agent for dcf valuation, financial modeling, budgeting, forecasting, and saas metrics (arr, mrr, churn, cac, ltv, nrr). orchestrates finance skills. spawn when users need financial analysis, valuation models, budget planning, ratio analysis, saas health checks, or unit economics projections. cs-financial-analyst business & ops "},{"slug":"cs-growth-strategist","kind":"agent","name":"Cs growth strategist","tagline":"Growth Strategist agent for revenue operations, sales engineering, customer success, and business development. Orchestrates business-growth skills. Spawn when users need pipeline analysis, churn prevention, expansion scoring, sales demos, or proposal writing.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"cs growth strategist growth strategist agent for revenue operations, sales engineering, customer success, and business development. orchestrates business-growth skills. spawn when users need pipeline analysis, churn prevention, expansion scoring, sales demos, or proposal writing. cs-growth-strategist sales & ecommerce "},{"slug":"cs-handoff-author","kind":"agent","name":"Cs handoff author","tagline":"Productivity persona for writing handoff documents. Terse, no-duplication, references-not-copies. Invoke when the user signals intent to pass work to a fresh agent ('hand this off', 'summarize this for a new session', 'I'm ending this session', 'pick this up later'), or when implicit signals appear (user switching machines, ending the day mid-task, conversation growing long without a natural stopping point). Walks the mandatory handoff_prompt.md checklist before writing; runs the redaction linter before save; suggests 3-5 skills (never more) for the next session.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/document-process","taskName":"Process docs","hay":"cs handoff author productivity persona for writing handoff documents. terse, no-duplication, references-not-copies. invoke when the user signals intent to pass work to a fresh agent ('hand this off', 'summarize this for a new session', 'i'm ending this session', 'pick this up later'), or when implicit signals appear (user switching machines, ending the day mid-task, conversation growing long without a natural stopping point). walks the mandatory handoff_prompt.md checklist before writing; runs the redaction linter before save; suggests 3-5 skills (never more) for the next session. cs-handoff-author business & ops "},{"slug":"cs-inbox-setup","kind":"agent","name":"Cs inbox setup","tagline":"One-time email-triage onboarding persona. Conducts an 8-section interactive interview (~25-31 grill-me questions) to build a personalized knowledge base of 7 markdown files in ${WORKSPACE}/Email/ that powers the companion inbox-triage skill. Refuses to batch questions. Refuses to skip the sample-emails ask (S3). Refuses to overwrite existing files without per-file consent on re-run. Refuses to persist sensitive credentials.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"cs inbox setup one-time email-triage onboarding persona. conducts an 8-section interactive interview (~25-31 grill-me questions) to build a personalized knowledge base of 7 markdown files in ${workspace}/email/ that powers the companion inbox-triage skill. refuses to batch questions. refuses to skip the sample-emails ask (s3). refuses to overwrite existing files without per-file consent on re-run. refuses to persist sensitive credentials. cs-inbox-setup business & ops "},{"slug":"cs-inbox-triage","kind":"agent","name":"Cs inbox triage","tagline":"Recurring email-triage execution persona. Reads the 7-file KB produced by inbox-setup, classifies recent emails via the user's taxonomy, researches new senders, generates recommendations, drafts replies, delivers a report, and updates the KB with learnings. NEVER SENDS — drafts only, non-negotiable. Halts with clear message if KB files are missing (directs user to run inbox-setup first). Light-intake — max 2 optional override questions.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"cs inbox triage recurring email-triage execution persona. reads the 7-file kb produced by inbox-setup, classifies recent emails via the user's taxonomy, researches new senders, generates recommendations, drafts replies, delivers a report, and updates the kb with learnings. never sends — drafts only, non-negotiable. halts with clear message if kb files are missing (directs user to run inbox-setup first). light-intake — max 2 optional override questions. cs-inbox-triage business & ops "},{"slug":"cs-landing","kind":"agent","name":"Cs landing","tagline":"Premium HTML landing page generator persona. Walks 3-4 forcing intake questions (product+pitch, audience register, brand overrides, tone) before writing any markup. Refuses vague product descriptions. Refuses to skip gsap.set() initial states (causes FOUC). Refuses to hardcode brand colors. Refuses external CSS/JS files (everything inline except Google Fonts + GSAP CDN). Outputs one self-contained .html file with GSAP 3D animations, scroll-triggered reveals, and mouse-parallax depth.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"cs landing premium html landing page generator persona. walks 3-4 forcing intake questions (product+pitch, audience register, brand overrides, tone) before writing any markup. refuses vague product descriptions. refuses to skip gsap.set() initial states (causes fouc). refuses to hardcode brand colors. refuses external css/js files (everything inline except google fonts + gsap cdn). outputs one self-contained .html file with gsap 3d animations, scroll-triggered reveals, and mouse-parallax depth. cs-landing coding "},{"slug":"cs-linkedin-editor","kind":"agent","name":"Cs linkedin editor","tagline":"Drafts, edits, and lints LinkedIn posts to a publishable standard — hook that survives the ~140-character mobile fold, one idea, real numbers, no engagement bait, no Unicode pseudo-bold, alt text and captions written. Runs post_linter.py to a clean exit rather than declaring a draft done, picks the format the material actually supports, and splits long sources into standalone units against a reuse ledger so nothing goes out twice. Refuses to invent a metric, client, result, or quote. Use when someone wants a LinkedIn post written, reviewed, rewritten, or repurposed from an article, talk, or transcript.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"cs linkedin editor drafts, edits, and lints linkedin posts to a publishable standard — hook that survives the ~140-character mobile fold, one idea, real numbers, no engagement bait, no unicode pseudo-bold, alt text and captions written. runs post_linter.py to a clean exit rather than declaring a draft done, picks the format the material actually supports, and splits long sources into standalone units against a reuse ledger so nothing goes out twice. refuses to invent a metric, client, result, or quote. use when someone wants a linkedin post written, reviewed, rewritten, or repurposed from an article, talk, or transcript. cs-linkedin-editor uncategorised "},{"slug":"cs-linkedin-orchestrator","kind":"agent","name":"Cs linkedin orchestrator","tagline":"Routes any LinkedIn organic-growth request to the right lane and gates it against LinkedIn's User Agreement before a word is drafted. Runs the policy gate (ALLOW / CONSTRAIN / REFUSE against §8.2 — automation, scraping, engagement pods, bulk DMs, fake identity, fabricated proof, prohibited third-party tools), then the deterministic five-lane router (profile / strategy / content / engagement / analytics), then walks the forcing questions until the chosen lane can run honestly. Holds no LinkedIn credentials and sends nothing. Use when someone wants to grow an organic LinkedIn presence, fix a profile, plan content, write posts, do outreach, or understand their numbers.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"cs linkedin orchestrator routes any linkedin organic-growth request to the right lane and gates it against linkedin's user agreement before a word is drafted. runs the policy gate (allow / constrain / refuse against §8.2 — automation, scraping, engagement pods, bulk dms, fake identity, fabricated proof, prohibited third-party tools), then the deterministic five-lane router (profile / strategy / content / engagement / analytics), then walks the forcing questions until the chosen lane can run honestly. holds no linkedin credentials and sends nothing. use when someone wants to grow an organic linkedin presence, fix a profile, plan content, write posts, do outreach, or understand their numbers. cs-linkedin-orchestrator uncategorised "},{"slug":"cs-litreview","kind":"agent","name":"Cs litreview","tagline":"Academic literature orientation persona. Walks 3 forcing intake questions (research question specificity + framework hint + tentative depth) before any search, then runs reconnaissance + targeted searches per depth tier via the free keyless lane (PubMed E-utilities + OpenAlex; Consensus MCP added only when connected), then halts at an interactive checkpoint for framework + sub-area + depth confirmation before consuming search budget. Refuses parallel search calls (1 q/sec is non-negotiable). Refuses to cite training knowledge as session results. Refuses to skip the post-Phase-2 checkpoint. Outputs an 8-section .docx research guide as a 'launching pad' for a researcher entering an unfamiliar field.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"cs litreview academic literature orientation persona. walks 3 forcing intake questions (research question specificity + framework hint + tentative depth) before any search, then runs reconnaissance + targeted searches per depth tier via the free keyless lane (pubmed e-utilities + openalex; consensus mcp added only when connected), then halts at an interactive checkpoint for framework + sub-area + depth confirmation before consuming search budget. refuses parallel search calls (1 q/sec is non-negotiable). refuses to cite training knowledge as session results. refuses to skip the post-phase-2 checkpoint. outputs an 8-section .docx research guide as a 'launching pad' for a researcher entering an unfamiliar field. cs-litreview business & ops "},{"slug":"cs-markdown-html-orchestrator","kind":"agent","name":"Cs markdown HTML orchestrator","tagline":"Density-first markdown-to-HTML converter. Routes long markdown files (≥ 100 lines per Shihipar's threshold) to one of three converter sub-skills (md-document / md-review / md-slides) via the markdown-html-orchestrator skill. Refuses below threshold or when the design-system isn't onboarded. Forks context so the full markdown body, diffs, and slide content stay out of the parent thread. Signature forcing question — \"What decision does this HTML drive — is the reader skimming, deciding, or presenting?","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"cs markdown html orchestrator density-first markdown-to-html converter. routes long markdown files (≥ 100 lines per shihipar's threshold) to one of three converter sub-skills (md-document / md-review / md-slides) via the markdown-html-orchestrator skill. refuses below threshold or when the design-system isn't onboarded. forks context so the full markdown body, diffs, and slide content stay out of the parent thread. signature forcing question — \"what decision does this html drive — is the reader skimming, deciding, or presenting? cs-markdown-html-orchestrator design & ui "},{"slug":"cs-meeting-discipline","kind":"agent","name":"Cs meeting discipline","tagline":"Enforces personal meeting hygiene end to end. Before a meeting it runs the cost gate (attendees x minutes x rate, optionally + 23-minute refocus overhead per attendee) and refuses to schedule anything without a decision, an agenda, and a named owner — verdict is ASYNC / NOT-READY / MEET, never a shrug. If the meeting survives, it builds a timeboxed, decision-first agenda where every topic has a desired outcome. After the meeting it extracts action items from raw notes into an owner + due-date checklist and flags every ORPHAN and NO-DUE item. Use before calling a meeting or after one ends with messy notes.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"cs meeting discipline enforces personal meeting hygiene end to end. before a meeting it runs the cost gate (attendees x minutes x rate, optionally + 23-minute refocus overhead per attendee) and refuses to schedule anything without a decision, an agenda, and a named owner — verdict is async / not-ready / meet, never a shrug. if the meeting survives, it builds a timeboxed, decision-first agenda where every topic has a desired outcome. after the meeting it extracts action items from raw notes into an owner + due-date checklist and flags every orphan and no-due item. use before calling a meeting or after one ends with messy notes. cs-meeting-discipline business & ops "},{"slug":"cs-patent","kind":"agent","name":"Cs patent","tagline":"Patent prior-art + landscape intelligence persona. Walks 6 forcing intake questions with mandatory sub-use-case commitment (novelty / FTO / landscape / diligence / litigation). Refuses to start without a sub-use-case picked. Refuses generic \"patent help\" requests. Searches Google Patents + Espacenet + USPTO + optional Lens.org sequentially at 1 q/sec. Always includes legal disclaimer for novelty + FTO sub-use-cases (signal, not legal advice). Family-resolves duplicates across jurisdictions. Outputs 8-section .docx with verdict + audit log.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"legal","deptName":"Legal & compliance","task":"legal/file-ip","taskName":"Patents & IP","hay":"cs patent patent prior-art + landscape intelligence persona. walks 6 forcing intake questions with mandatory sub-use-case commitment (novelty / fto / landscape / diligence / litigation). refuses to start without a sub-use-case picked. refuses generic \"patent help\" requests. searches google patents + espacenet + uspto + optional lens.org sequentially at 1 q/sec. always includes legal disclaimer for novelty + fto sub-use-cases (signal, not legal advice). family-resolves duplicates across jurisdictions. outputs 8-section .docx with verdict + audit log. cs-patent business & ops "},{"slug":"cs-product-analyst","kind":"agent","name":"Cs product analyst","tagline":"Product analytics agent for KPI definition, dashboard setup, experiment design, and test result interpretation. Use when a product question needs numbers — e.g., defining activation/retention KPIs and a dashboard spec for a new feature, or sizing an A/B test and judging whether the result is significant enough to ship.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"cs product analyst product analytics agent for kpi definition, dashboard setup, experiment design, and test result interpretation. use when a product question needs numbers — e.g., defining activation/retention kpis and a dashboard spec for a new feature, or sizing an a/b test and judging whether the result is significant enough to ship. cs-product-analyst data & ai "},{"slug":"cs-product-manager","kind":"agent","name":"Cs product manager","tagline":"Product management agent for feature prioritization, customer discovery, PRD development, and roadmap planning using RICE framework. Use when a product decision needs structure and evidence — e.g., RICE-scoring a backlog of 20 feature requests before quarterly planning, or drafting a PRD from raw customer-interview notes.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"cs product manager product management agent for feature prioritization, customer discovery, prd development, and roadmap planning using rice framework. use when a product decision needs structure and evidence — e.g., rice-scoring a backlog of 20 feature requests before quarterly planning, or drafting a prd from raw customer-interview notes. cs-product-manager business & ops "},{"slug":"cs-product-strategist","kind":"agent","name":"Cs product strategist","tagline":"Product strategy agent for quarterly OKR planning, competitive landscape analysis, product vision development, and strategy pivot evaluation. Use when the question is direction rather than delivery — e.g., cascading company OKRs into product-team objectives for next quarter, or running a competitive teardown to decide whether to enter an adjacent market.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"cs product strategist product strategy agent for quarterly okr planning, competitive landscape analysis, product vision development, and strategy pivot evaluation. use when the question is direction rather than delivery — e.g., cascading company okrs into product-team objectives for next quarter, or running a competitive teardown to decide whether to enter an adjacent market. cs-product-strategist business & ops "},{"slug":"cs-project-manager","kind":"agent","name":"Cs project manager","tagline":"Project Manager agent for sprint planning, Jira/Confluence workflows, Scrum ceremonies, and stakeholder reporting. Orchestrates project-management skills. Use when running delivery operations — e.g., planning a sprint with capacity and carry-over math in Jira, or assembling a portfolio health report for stakeholders from ticket and velocity data.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/run-project","taskName":"Project management","hay":"cs project manager project manager agent for sprint planning, jira/confluence workflows, scrum ceremonies, and stakeholder reporting. orchestrates project-management skills. use when running delivery operations — e.g., planning a sprint with capacity and carry-over math in jira, or assembling a portfolio health report for stakeholders from ticket and velocity data. cs-project-manager business & ops "},{"slug":"cs-pulse","kind":"agent","name":"Cs pulse","tagline":"Multi-source recency research persona. Walks 2–4 forcing intake questions one at a time (topic specificity, angle, time window, platform scope), runs Reddit + HN + Web in parallel (1 q/sec per platform), optionally pulls X/Twitter, and synthesizes cross-platform patterns into a citation-disciplined briefing. Refuses vague topics. Refuses to bundle intake questions. Refuses to fabricate sources or cite training knowledge as session results.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"cs pulse multi-source recency research persona. walks 2–4 forcing intake questions one at a time (topic specificity, angle, time window, platform scope), runs reddit + hn + web in parallel (1 q/sec per platform), optionally pulls x/twitter, and synthesizes cross-platform patterns into a citation-disciplined briefing. refuses vague topics. refuses to bundle intake questions. refuses to fabricate sources or cite training knowledge as session results. cs-pulse uncategorised "},{"slug":"cs-research","kind":"agent","name":"Cs research","tagline":"Hybrid research router + fallback persona. Walks 2-4 minimal intake questions (Q1 question + Q2 output preference; Q3 disambiguation only when classification is ambiguous; Q4 only if fallback). Deterministically classifies research questions by keyword signals and routes to one of 6 specialists (pulse / grants / litreview / syllabus / patent / dossier) at ≥2-signal confidence. Falls back to own plan-decompose-search-synthesize workflow when no specialist matches. NEVER delegates silently — always surfaces routing decision and accepts override. Refuses LLM-reasoned classification (must be deterministic keyword matching). Refuses to pre-answer specialist questions (lets specialists run their own intake).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"cs research hybrid research router + fallback persona. walks 2-4 minimal intake questions (q1 question + q2 output preference; q3 disambiguation only when classification is ambiguous; q4 only if fallback). deterministically classifies research questions by keyword signals and routes to one of 6 specialists (pulse / grants / litreview / syllabus / patent / dossier) at ≥2-signal confidence. falls back to own plan-decompose-search-synthesize workflow when no specialist matches. never delegates silently — always surfaces routing decision and accepts override. refuses llm-reasoned classification (must be deterministic keyword matching). refuses to pre-answer specialist questions (lets specialists run their own intake). cs-research uncategorised "},{"slug":"cs-roast-judge","kind":"agent","name":"Cs roast judge","tagline":"Convenes a 5-angle adversarial panel (Critic, Champion, Analyst, Investigator, Customer) on a business idea, then acts as the Judge to deliver one GO / RESHAPE / KILL verdict with the cheapest 48-hour test to de-risk it. Fires all five reviewers in parallel as general-purpose subagents with the same brief, refuses to average the scores, names and resolves the real tension, and never softens the call. Use to pressure-test or stress-test an idea before building it.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"cs roast judge convenes a 5-angle adversarial panel (critic, champion, analyst, investigator, customer) on a business idea, then acts as the judge to deliver one go / reshape / kill verdict with the cheapest 48-hour test to de-risk it. fires all five reviewers in parallel as general-purpose subagents with the same brief, refuses to average the scores, names and resolves the real tension, and never softens the call. use to pressure-test or stress-test an idea before building it. cs-roast-judge uncategorised "},{"slug":"cs-ux-researcher","kind":"agent","name":"Cs UX researcher","tagline":"UX research agent for research planning, persona generation, journey mapping, and usability test analysis. Use when product decisions need user evidence — e.g., planning interview scripts and recruiting criteria for a discovery study, or synthesizing usability-test sessions into prioritized findings and updated personas.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"design","deptName":"Design","task":"design/map-flow","taskName":"User flows","hay":"cs ux researcher ux research agent for research planning, persona generation, journey mapping, and usability test analysis. use when product decisions need user evidence — e.g., planning interview scripts and recruiting criteria for a discovery study, or synthesizing usability-test sessions into prioritized findings and updated personas. cs-ux-researcher design & ui "},{"slug":"cs-webinar-marketer","kind":"agent","name":"Cs webinar marketer","tagline":"Webinar & virtual-event marketing specialist agent. Use when planning, promoting, running, or rescuing a webinar, virtual event, live demo, workshop, masterclass, fireside chat, or virtual summit. Orchestrates the webinar-marketing skill — sizes the funnel backward from the business goal, builds the promotion runway, designs the show-up and live-to-close sequences, scores an existing funnel to find the broken stage, and plans evergreen/on-demand automation. Treats a webinar as a funnel, not an event. Voice — outcome-obsessed demand operator; refuses to celebrate registrations when nobody shows up or buys; fixes the stage that's actually broken instead of rewriting the landing page by reflex.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"cs webinar marketer webinar & virtual-event marketing specialist agent. use when planning, promoting, running, or rescuing a webinar, virtual event, live demo, workshop, masterclass, fireside chat, or virtual summit. orchestrates the webinar-marketing skill — sizes the funnel backward from the business goal, builds the promotion runway, designs the show-up and live-to-close sequences, scores an existing funnel to find the broken stage, and plans evergreen/on-demand automation. treats a webinar as a funnel, not an event. voice — outcome-obsessed demand operator; refuses to celebrate registrations when nobody shows up or buys; fixes the stage that's actually broken instead of rewriting the landing page by reflex. cs-webinar-marketer marketing "},{"slug":"cs-weekly-review","kind":"agent","name":"Cs weekly review","tagline":"Walks a user through a complete GTD weekly review — GET CLEAR (collect, process inboxes to zero, empty your head), GET CURRENT (next actions, previous + upcoming calendar, waiting-for, project lists), GET CREATIVE (someday/maybe, new ideas) — using deterministic scripts to inventory open loops, gate the checklist, and score commitment health. Refuses a COMPLETE verdict while any GET CURRENT step is unaccounted for, and never lets the review become a guilt ritual. Use to run a weekly review, close open loops, or restart a lapsed review habit.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"cs weekly review walks a user through a complete gtd weekly review — get clear (collect, process inboxes to zero, empty your head), get current (next actions, previous + upcoming calendar, waiting-for, project lists), get creative (someday/maybe, new ideas) — using deterministic scripts to inventory open loops, gate the checklist, and score commitment health. refuses a complete verdict while any get current step is unaccounted for, and never lets the review become a guilt ritual. use to run a weekly review, close open loops, or restart a lapsed review habit. cs-weekly-review uncategorised "},{"slug":"cto-advisor","kind":"skill","name":"Cto advisor","tagline":"Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"cto advisor technical leadership guidance for engineering teams, architecture decisions, and technology strategy. use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions cto, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, dora metrics, or technology strategy. cto-advisor business & ops "},{"slug":"culture-architect","kind":"skill","name":"Culture architect","tagline":"Build, measure, and evolve company culture as operational behavior — not wall posters. Covers mission/vision/values workshops, values-to-behaviors translation, culture code creation, culture health assessment, and cultural rituals by stage. Use when building company values, assessing culture health, designing cultural rituals, creating culture codes, handling culture clashes, or when user mentions culture, values, culture debt, founder culture, or culture code.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"culture architect build, measure, and evolve company culture as operational behavior — not wall posters. covers mission/vision/values workshops, values-to-behaviors translation, culture code creation, culture health assessment, and cultural rituals by stage. use when building company values, assessing culture health, designing cultural rituals, creating culture codes, handling culture clashes, or when user mentions culture, values, culture debt, founder culture, or culture code. culture-architect business & ops "},{"slug":"customer-success-manager-2","kind":"skill","name":"Customer success manager","tagline":"Monitors customer health, predicts churn risk, and identifies expansion opportunities using weighted scoring models for SaaS customer success. Use when analyzing customer accounts, reviewing retention metrics, scoring at-risk customers, or when the user mentions churn, customer health scores, upsell opportunities, expansion revenue, retention analysis, or customer analytics. Runs three Python CLI tools to produce deterministic health scores, churn risk tiers, and prioritized expansion recommendations across Enterprise, Mid-Market, and SMB segments.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"support","deptName":"Customer support","task":"support/stop-churn","taskName":"Churn & renewals","hay":"customer success manager monitors customer health, predicts churn risk, and identifies expansion opportunities using weighted scoring models for saas customer success. use when analyzing customer accounts, reviewing retention metrics, scoring at-risk customers, or when the user mentions churn, customer health scores, upsell opportunities, expansion revenue, retention analysis, or customer analytics. runs three python cli tools to produce deterministic health scores, churn risk tiers, and prioritized expansion recommendations across enterprise, mid-market, and smb segments. customer-success-manager-2 business & ops "},{"slug":"data-quality-auditor","kind":"skill","name":"Data quality auditor","tagline":"Audit datasets for completeness, consistency, accuracy, and validity. Profile data distributions, detect anomalies and outliers, surface structural issues, and produce an actionable remediation plan. Use when the user asks to check data quality, profile a dataset, hunt outliers or missing values, or validate data before analysis or model training.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/build-pipeline","taskName":"Data pipelines","hay":"data quality auditor audit datasets for completeness, consistency, accuracy, and validity. profile data distributions, detect anomalies and outliers, surface structural issues, and produce an actionable remediation plan. use when the user asks to check data quality, profile a dataset, hunt outliers or missing values, or validate data before analysis or model training. data-quality-auditor data & ai "},{"slug":"database-designer","kind":"skill","name":"Database Designer - POWERFUL Tier Skill","tagline":"Use when the user asks to design database schemas, plan data migrations, optimize queries, choose between SQL and NoSQL, or model data relationships.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/work-database","taskName":"Databases","hay":"database designer - powerful tier skill use when the user asks to design database schemas, plan data migrations, optimize queries, choose between sql and nosql, or model data relationships. database-designer coding "},{"slug":"database-schema-designer","kind":"skill","name":"Database schema designer","tagline":"Use when the user asks to create ERD diagrams, normalize database schemas, design table relationships, or plan schema migrations.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/work-database","taskName":"Databases","hay":"database schema designer use when the user asks to create erd diagrams, normalize database schemas, design table relationships, or plan schema migrations. database-schema-designer coding "},{"slug":"deal-desk","kind":"skill","name":"Deal desk","tagline":"Use when reviewing a specific inbound deal before close — when sales has asked for a discount that exceeds AE authority, when the customer has redlined the MSA, when per-deal economics (margin after discount, multi-year payment shape, indemnity exposure) need to be quantified, or when discount approval needs to be routed to a named human approver (Sales Director, VP Sales, CFO, CRO, General Counsel). Covers deal review, discount approval routing, per-deal margin scoring, deal exception handling, MSA redline triage, contract landmine detection (uncapped indemnity, MFN, perpetual license-back, missing DPA), and named-approver chain assembly. NEVER auto-approves — every output is a numeric scorecard plus a routing recommendation to a named human.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/web-framework","taskName":"Web frameworks","hay":"deal desk use when reviewing a specific inbound deal before close — when sales has asked for a discount that exceeds ae authority, when the customer has redlined the msa, when per-deal economics (margin after discount, multi-year payment shape, indemnity exposure) need to be quantified, or when discount approval needs to be routed to a named human approver (sales director, vp sales, cfo, cro, general counsel). covers deal review, discount approval routing, per-deal margin scoring, deal exception handling, msa redline triage, contract landmine detection (uncapped indemnity, mfn, perpetual license-back, missing dpa), and named-approver chain assembly. never auto-approves — every output is a numeric scorecard plus a routing recommendation to a named human. deal-desk coding "},{"slug":"decision-logger","kind":"skill","name":"Decision logger","tagline":"Two-layer memory architecture for board meeting decisions. Manages raw transcripts (Layer 1) and approved decisions (Layer 2). Use when logging decisions after a board meeting, reviewing past decisions with /cs:decisions, or checking overdue action items with /cs:review. Invoked automatically by the board-meeting skill after Phase 5 founder approval.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"decision logger two-layer memory architecture for board meeting decisions. manages raw transcripts (layer 1) and approved decisions (layer 2). use when logging decisions after a board meeting, reviewing past decisions with /cs:decisions, or checking overdue action items with /cs:review. invoked automatically by the board-meeting skill after phase 5 founder approval. decision-logger business & ops "},{"slug":"deep-research","kind":"skill","name":"Deep Research — Disciplined Meta-Research","tagline":"Run a disciplined, multi-source research investigation for a high-stakes question or decision — fan-out web search across many channels, parallel sub-agents, source triangulation (each claim backed by ≥3 independent sources), an adversarial review pass, and every source saved to its own file with verbatim quotes for reuse. Use when a low-quality answer is expensive: strategy work, comparing N products/methods/markets, validating a hypothesis with external data, or mapping how a field works. NOT for quick fact-checks (answer directly), structured 12-dimension competitor scoring (use competitive-teardown), or fast topic overviews where the decision risk is low (use the research router instead).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/deep-research","taskName":"Deep research","hay":"deep research — disciplined meta-research run a disciplined, multi-source research investigation for a high-stakes question or decision — fan-out web search across many channels, parallel sub-agents, source triangulation (each claim backed by ≥3 independent sources), an adversarial review pass, and every source saved to its own file with verbatim quotes for reuse. use when a low-quality answer is expensive: strategy work, comparing n products/methods/markets, validating a hypothesis with external data, or mapping how a field works. not for quick fact-checks (answer directly), structured 12-dimension competitor scoring (use competitive-teardown), or fast topic overviews where the decision risk is low (use the research router instead). deep-research business & ops "},{"slug":"deep-work","kind":"skill","name":"Deep Work — Time-Block the Day, Budget the Shallow","tagline":"Use when someone wants to plan a deep work day, time-block their calendar or task list, budget or cut shallow work, protect focus hours, track deep-work sessions and streaks, run an end-of-day shutdown ritual, or says \"/deep-work\" or \"/time-block\". Classifies tasks deep vs shallow, builds an energy-first time-blocked schedule that refuses deep demand past the 4-hour ceiling, batches shallow work into at most two windows, and logs focus sessions against a weekly target.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"deep work — time-block the day, budget the shallow use when someone wants to plan a deep work day, time-block their calendar or task list, budget or cut shallow work, protect focus hours, track deep-work sessions and streaks, run an end-of-day shutdown ritual, or says \"/deep-work\" or \"/time-block\". classifies tasks deep vs shallow, builds an energy-first time-blocked schedule that refuses deep demand past the 4-hour ceiling, batches shallow work into at most two windows, and logs focus sessions against a weekly target. deep-work business & ops "},{"slug":"deepread","kind":"skill","name":"Deepread","tagline":"Use when the user asks to deeply read a book, article, PDF, or document set; extract claims and evidence; build a knowledge map; or learn through Feynman explanation and recall. Covers quick, deep, map, Feynman, and whole-book reading modes.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"deepread use when the user asks to deeply read a book, article, pdf, or document set; extract claims and evidence; build a knowledge map; or learn through feynman explanation and recall. covers quick, deep, map, feynman, and whole-book reading modes. deepread uncategorised "},{"slug":"demo-video","kind":"skill","name":"Demo video","tagline":"Use when the user asks to create a demo video, product walkthrough, feature showcase, animated presentation, marketing video, or GIF from screenshots or scene descriptions. Orchestrates playwright, ffmpeg, and edge-tts MCPs to produce polished video content.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"demo video use when the user asks to create a demo video, product walkthrough, feature showcase, animated presentation, marketing video, or gif from screenshots or scene descriptions. orchestrates playwright, ffmpeg, and edge-tts mcps to produce polished video content. demo-video coding "},{"slug":"dependency-auditor","kind":"skill","name":"Dependency auditor","tagline":"Audit and manage dependencies across multi-language projects. Identifies vulnerabilities, license conflicts, transitive dependency risks, and safe-upgrade paths. Use when auditing third-party packages before release, investigating a CVE, planning a major version bump, or running a license-compliance review. Examples: 'audit our npm dependencies', 'do we have GPL contamination', 'plan the upgrade to React 19'.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"dependency auditor audit and manage dependencies across multi-language projects. identifies vulnerabilities, license conflicts, transitive dependency risks, and safe-upgrade paths. use when auditing third-party packages before release, investigating a cve, planning a major version bump, or running a license-compliance review. examples: 'audit our npm dependencies', 'do we have gpl contamination', 'plan the upgrade to react 19'. dependency-auditor business & ops "},{"slug":"design-system","kind":"skill","name":"Design System — Onboarding + Shared Brand Tokens","tagline":"Captures the user's brand identity once via a 10-question onboarding wizard (primary/accent HEX + heading + body Google Fonts + design style editorial/technical/minimal/playful + default output directory + syntax theme + TOC behavior + optional logo/company), validates body-text and link contrast against WCAG 2.2 AA, derives 12 CSS custom properties in HSL space, and stores the result for every markdown-html converter to consume. Use before any markdown-html conversion. Triggers on first-run onboarding (\"set up the brand\", \"configure markdown-html\", \"run onboarding\"), on explicit reset (\"reset the design system\", \"re-onboard\"), and is checked by every converter via config_loader.py before rendering. Refuses to save if body-text contrast fails AA 4.5:1 or the output dir isn't writable. Precedence is project (./.markdown-html/) > global (~/.config/markdown-html/) > built-in defaults; MARKDOWN_HTML_NO_CONFIG=1 bypasses.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"design system — onboarding + shared brand tokens captures the user's brand identity once via a 10-question onboarding wizard (primary/accent hex + heading + body google fonts + design style editorial/technical/minimal/playful + default output directory + syntax theme + toc behavior + optional logo/company), validates body-text and link contrast against wcag 2.2 aa, derives 12 css custom properties in hsl space, and stores the result for every markdown-html converter to consume. use before any markdown-html conversion. triggers on first-run onboarding (\"set up the brand\", \"configure markdown-html\", \"run onboarding\"), on explicit reset (\"reset the design system\", \"re-onboard\"), and is checked by every converter via config_loader.py before rendering. refuses to save if body-text contrast fails aa 4.5:1 or the output dir isn't writable. precedence is project (./.markdown-html/) > global (~/.config/markdown-html/) > built-in defaults; markdown_html_no_config=1 bypasses. design-system design & ui "},{"slug":"devops-engineer-alirezarezvani","kind":"agent","name":"DevOps Engineer","tagline":"Builds infrastructure that scales without babysitting. Automates everything worth automating. Monitors before it breaks. Treats clicking in consoles as a production incident waiting to happen. Use when infrastructure or delivery needs automation and observability — e.g., designing a CI/CD pipeline for a small team that deploys daily, or adding monitoring, alerts, and runbooks before a launch.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"devops engineer builds infrastructure that scales without babysitting. automates everything worth automating. monitors before it breaks. treats clicking in consoles as a production incident waiting to happen. use when infrastructure or delivery needs automation and observability — e.g., designing a ci/cd pipeline for a small team that deploys daily, or adding monitoring, alerts, and runbooks before a launch. devops-engineer-alirezarezvani infrastructure & ops "},{"slug":"docker-development","kind":"skill","name":"Docker development","tagline":"Docker and container development agent skill and plugin for Dockerfile optimization, docker-compose orchestration, multi-stage builds, and container security hardening. Use when: user wants to optimize a Dockerfile, create or improve docker-compose configurations, implement multi-stage builds, audit container security, reduce image size, or follow container best practices. Covers build performance, layer caching, secret management, and production-ready container patterns.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"docker development docker and container development agent skill and plugin for dockerfile optimization, docker-compose orchestration, multi-stage builds, and container security hardening. use when: user wants to optimize a dockerfile, create or improve docker-compose configurations, implement multi-stage builds, audit container security, reduce image size, or follow container best practices. covers build performance, layer caching, secret management, and production-ready container patterns. docker-development infrastructure & ops "},{"slug":"dossier","kind":"skill","name":"Dossier — Decision-Grade Entity Research","tagline":"Decision-grade entity research skill — produces a hypothesis-tested dossier on a specific company, person, nonprofit, or government org, not a generic profile. Forcing intake makes the user state their hypothesis upfront (what they already believe and want to verify or disprove) so the dossier tests it rather than confirms it. Output is an editable Word document (.docx) with verdict on the hypothesis, identity facts, 12-month activity timeline, network and reputation signals, red flags, conversation hooks tied to specific findings, and source-provenance audit log. Uses WebSearch + WebFetch + free APIs (SEC EDGAR, GitHub, ProPublica) as workhorses; optional BYOK MCPs enhance coverage. Use when the user asks for background research, diligence, or meeting prep on a specific entity (e.g., 'prep me for a meeting with [person/company]', 'due diligence on [company]'). Honors sensitivity exclusions for journalism + personal-vetting contexts.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"dossier — decision-grade entity research decision-grade entity research skill — produces a hypothesis-tested dossier on a specific company, person, nonprofit, or government org, not a generic profile. forcing intake makes the user state their hypothesis upfront (what they already believe and want to verify or disprove) so the dossier tests it rather than confirms it. output is an editable word document (.docx) with verdict on the hypothesis, identity facts, 12-month activity timeline, network and reputation signals, red flags, conversation hooks tied to specific findings, and source-provenance audit log. uses websearch + webfetch + free apis (sec edgar, github, propublica) as workhorses; optional byok mcps enhance coverage. use when the user asks for background research, diligence, or meeting prep on a specific entity (e.g., 'prep me for a meeting with [person/company]', 'due diligence on [company]'). honors sensitivity exclusions for journalism + personal-vetting contexts. dossier business & ops "},{"slug":"email-sequence-2","kind":"skill","name":"Email Sequence Design","tagline":"When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campaign,\" \"nurture sequence,\" \"onboarding emails,\" \"welcome sequence,\" \"re-engagement emails,\" \"email automation,\" or \"lifecycle emails.\" For in-app onboarding, see onboarding-cro.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"email sequence design when the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. also use when the user mentions \"email sequence,\" \"drip campaign,\" \"nurture sequence,\" \"onboarding emails,\" \"welcome sequence,\" \"re-engagement emails,\" \"email automation,\" or \"lifecycle emails.\" for in-app onboarding, see onboarding-cro. email-sequence-2 marketing "},{"slug":"embedded-iot-mentor","kind":"skill","name":"Embedded / IoT Mentor","tagline":"Mentor for embedded and IoT hardware projects. Helps select MCUs, dev boards, and toolchains, decides where sensor readings end up (phone, PC, dashboard, or alert), and gives time/cost estimates and a phased build plan from breadboard MVP to production PCB. Use when the user mentions embedded, IoT, microcontroller, ESP32, STM32, Arduino, Raspberry Pi Pico, firmware, PCB, KiCad, EasyEDA, PlatformIO, MQTT, Home Assistant, ESPHome, Grafana, an IoT dashboard, seeing sensor data on a phone, or asks for hardware tool recommendations, project planning, or cost/time estimates for an electronics project.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"embedded / iot mentor mentor for embedded and iot hardware projects. helps select mcus, dev boards, and toolchains, decides where sensor readings end up (phone, pc, dashboard, or alert), and gives time/cost estimates and a phased build plan from breadboard mvp to production pcb. use when the user mentions embedded, iot, microcontroller, esp32, stm32, arduino, raspberry pi pico, firmware, pcb, kicad, easyeda, platformio, mqtt, home assistant, esphome, grafana, an iot dashboard, seeing sensor data on a phone, or asks for hardware tool recommendations, project planning, or cost/time estimates for an electronics project. embedded-iot-mentor data & ai "},{"slug":"engineering-advanced-skills","kind":"skill","name":"Engineering Advanced Skills (POWERFUL Tier)","tagline":"Index of 37 advanced engineering agent skills for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. Use when browsing or choosing among the POWERFUL-tier engineering skills: agent design, RAG, MCP servers, CI/CD, database design, observability, security auditing, changelog/release automation, reliability (SLO/chaos/flags/operators), platform ops.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"engineering advanced skills (powerful tier) index of 37 advanced engineering agent skills for claude code, codex, gemini cli, cursor, openclaw. use when browsing or choosing among the powerful-tier engineering skills: agent design, rag, mcp servers, ci/cd, database design, observability, security auditing, changelog/release automation, reliability (slo/chaos/flags/operators), platform ops. engineering-advanced-skills coding "},{"slug":"engineering-skills","kind":"skill","name":"Engineering Team Skills","tagline":"Index of the engineering-team skills bundle for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw, and 6 more tools. Architecture, frontend, backend, QA, DevOps, security, AI/ML, data engineering, Playwright, Stripe, AWS, MS365 (stdlib-only Python tools). Use when browsing or choosing among engineering-team role skills — load only the one specialist SKILL.md you need, never bulk-load the bundle.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"engineering team skills index of the engineering-team skills bundle for claude code, codex, gemini cli, cursor, openclaw, and 6 more tools. architecture, frontend, backend, qa, devops, security, ai/ml, data engineering, playwright, stripe, aws, ms365 (stdlib-only python tools). use when browsing or choosing among engineering-team role skills — load only the one specialist skill.md you need, never bulk-load the bundle. engineering-skills sales & ecommerce "},{"slug":"env-secrets-manager","kind":"skill","name":"Env & Secrets Manager","tagline":"Manage environment-variable hygiene and secrets safety across local development and production. Practical auditing, drift awareness, rotation readiness. Use when auditing .env files for committed secrets, planning a credential rotation, debugging missing-env-var production incidents, or hardening a new project against secrets leakage.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"env & secrets manager manage environment-variable hygiene and secrets safety across local development and production. practical auditing, drift awareness, rotation readiness. use when auditing .env files for committed secrets, planning a credential rotation, debugging missing-env-var production incidents, or hardening a new project against secrets leakage. env-secrets-manager security "},{"slug":"executive-mentor","kind":"skill","name":"Executive mentor","tagline":"Adversarial thinking partner for founders and executives. Stress-tests plans, prepares for brutal board meetings, dissects decisions with no good options, and forces honest post-mortems. Use when you need someone to find the holes before the board does, make a decision you've been avoiding, or understand what actually went wrong.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"executive mentor adversarial thinking partner for founders and executives. stress-tests plans, prepares for brutal board meetings, dissects decisions with no good options, and forces honest post-mortems. use when you need someone to find the holes before the board does, make a decision you've been avoiding, or understand what actually went wrong. executive-mentor business & ops "},{"slug":"experiment-designer-2","kind":"skill","name":"Experiment designer","tagline":"Use when planning product experiments, writing testable hypotheses, estimating sample size, prioritizing tests, or interpreting A/B outcomes with practical statistical rigor.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"experiment designer use when planning product experiments, writing testable hypotheses, estimating sample size, prioritizing tests, or interpreting a/b outcomes with practical statistical rigor. experiment-designer-2 business & ops "},{"slug":"fable-goal","kind":"skill","name":"Fable Goal Prompt Writer","tagline":"Convert a rambling description of a desired outcome into one polished, autonomous /goal prompt ready to paste into a fresh session. Use when the user says \"/fable-goal\", \"turn this into a goal prompt\", \"write me a fable prompt\", \"write the prompt that builds X\", or rambles about something they want made and asks for the prompt that makes it happen. The output is a single copy-paste prompt, never the build itself. Do NOT use when the user wants the thing built right now in this session — only when they want the PROMPT that will make it happen in a fresh session.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/plan-week","taskName":"Planning the work","hay":"fable goal prompt writer convert a rambling description of a desired outcome into one polished, autonomous /goal prompt ready to paste into a fresh session. use when the user says \"/fable-goal\", \"turn this into a goal prompt\", \"write me a fable prompt\", \"write the prompt that builds x\", or rambles about something they want made and asks for the prompt that makes it happen. the output is a single copy-paste prompt, never the build itself. do not use when the user wants the thing built right now in this session — only when they want the prompt that will make it happen in a fresh session. fable-goal business & ops "},{"slug":"fda-consultant-specialist","kind":"skill","name":"Fda consultant specialist","tagline":"FDA regulatory consultant for medical device companies. Provides 510(k)/PMA/De Novo pathway guidance, QMSR (21 CFR 820, which incorporates ISO 13485:2016 by reference since 2026-02-02; formerly QSR) compliance, HIPAA assessments, and device cybersecurity. Use when user mentions FDA submission, 510(k), PMA, De Novo, QMSR, QSR, ISO 13485 for FDA, premarket, predicate device, substantial equivalence, HIPAA medical device, or FDA cybersecurity.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"legal","deptName":"Legal & compliance","task":"legal/meet-regulation","taskName":"Regulation & privacy","hay":"fda consultant specialist fda regulatory consultant for medical device companies. provides 510(k)/pma/de novo pathway guidance, qmsr (21 cfr 820, which incorporates iso 13485:2016 by reference since 2026-02-02; formerly qsr) compliance, hipaa assessments, and device cybersecurity. use when user mentions fda submission, 510(k), pma, de novo, qmsr, qsr, iso 13485 for fda, premarket, predicate device, substantial equivalence, hipaa medical device, or fda cybersecurity. fda-consultant-specialist business & ops "},{"slug":"finance-lead","kind":"agent","name":"Finance lead","tagline":"Startup CFO who builds models that survive contact with reality. Handles fundraising, unit economics, pricing, burn rate, and board reporting. Speaks fluent spreadsheet but translates to English for founders who'd rather build product. Use when a money question needs a model, not a vibe — e.g., building an 18-month runway plan with three scenarios, or pressure-testing unit economics and pricing before a fundraise. (For DCF and SaaS-metrics tooling, see cs-financial-analyst.)","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"finance lead startup cfo who builds models that survive contact with reality. handles fundraising, unit economics, pricing, burn rate, and board reporting. speaks fluent spreadsheet but translates to english for founders who'd rather build product. use when a money question needs a model, not a vibe — e.g., building an 18-month runway plan with three scenarios, or pressure-testing unit economics and pricing before a fundraise. (for dcf and saas-metrics tooling, see cs-financial-analyst.) finance-lead business & ops "},{"slug":"finance-skills","kind":"skill","name":"Finance Skills — Router","tagline":"Router/index for the 2 finance skills bundled in this plugin: financial-analyst (ratio analysis, DCF valuation, budget variance, rolling forecasts) and saas-metrics-coach (ARR/MRR, churn, CAC/LTV, NRR, quick ratio). Use when a finance request doesn't obviously match one skill and you need to pick the right one (e.g., 'analyze these financials', 'how healthy are my SaaS metrics').","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"finance skills — router router/index for the 2 finance skills bundled in this plugin: financial-analyst (ratio analysis, dcf valuation, budget variance, rolling forecasts) and saas-metrics-coach (arr/mrr, churn, cac/ltv, nrr, quick ratio). use when a finance request doesn't obviously match one skill and you need to pick the right one (e.g., 'analyze these financials', 'how healthy are my saas metrics'). finance-skills business & ops "},{"slug":"financial-analyst","kind":"skill","name":"Financial Analyst Skill","tagline":"Performs financial ratio analysis, DCF valuation, budget variance analysis, and rolling forecast construction for strategic decision-making. Use when analyzing financial statements, building valuation models, assessing budget variances, or constructing financial projections and forecasts. Also applicable when users mention financial modeling, cash flow analysis, company valuation, financial projections, or spreadsheet analysis.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"financial analyst skill performs financial ratio analysis, dcf valuation, budget variance analysis, and rolling forecast construction for strategic decision-making. use when analyzing financial statements, building valuation models, assessing budget variances, or constructing financial projections and forecasts. also applicable when users mention financial modeling, cash flow analysis, company valuation, financial projections, or spreadsheet analysis. financial-analyst business & ops "},{"slug":"fix","kind":"skill","name":"Fix Failing or Flaky Tests","tagline":"Fix failing or flaky Playwright tests. Use when user says \"fix test\", flaky test\", \"test failing\", \"debug test\", \"test broken\", \"test passes sometimes\", or \"intermittent failure\".","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"fix failing or flaky tests fix failing or flaky playwright tests. use when user says \"fix test\", flaky test\", \"test failing\", \"debug test\", \"test broken\", \"test passes sometimes\", or \"intermittent failure\". fix coding "},{"slug":"focused-fix","kind":"skill","name":"Focused Fix — Deep-Dive Feature Repair","tagline":"Use when the user asks to fix, debug, or make a specific feature/module/area work end-to-end. Triggers: 'make X work', 'fix the Y feature', 'the Z module is broken', 'focus on [area]'. Not for quick single-bug fixes — this is for systematic deep-dive repair across all files and dependencies.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"focused fix — deep-dive feature repair use when the user asks to fix, debug, or make a specific feature/module/area work end-to-end. triggers: 'make x work', 'fix the y feature', 'the z module is broken', 'focus on [area]'. not for quick single-bug fixes — this is for systematic deep-dive repair across all files and dependencies. focused-fix coding "},{"slug":"form-cro","kind":"skill","name":"Form CRO","tagline":"When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also use when the user mentions \"form optimization,\" \"lead form conversions,\" \"form friction,\" \"form fields,\" \"form completion rate,\" or \"contact form.\" For signup/registration forms, see signup-flow-cro. For popups containing forms, see popup-cro.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"form cro when the user wants to optimize any form that is not signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. also use when the user mentions \"form optimization,\" \"lead form conversions,\" \"form friction,\" \"form fields,\" \"form completion rate,\" or \"contact form.\" for signup/registration forms, see signup-flow-cro. for popups containing forms, see popup-cro. form-cro marketing "},{"slug":"founder-coach","kind":"skill","name":"Founder Development Coach","tagline":"Personal leadership development for founders and first-time CEOs. Covers founder archetype identification, delegation frameworks, energy management, CEO calendar audits, leadership style evolution, blind spot identification, imposter syndrome, founder mental health, and succession planning. Use when a founder feels like the bottleneck, struggles to delegate, is burning out, transitioning from IC to executive, managing a board, or when user mentions founder mode, CEO growth, leadership development, delegation, burnout, or imposter syndrome.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"founder development coach personal leadership development for founders and first-time ceos. covers founder archetype identification, delegation frameworks, energy management, ceo calendar audits, leadership style evolution, blind spot identification, imposter syndrome, founder mental health, and succession planning. use when a founder feels like the bottleneck, struggles to delegate, is burning out, transitioning from ic to executive, managing a board, or when user mentions founder mode, ceo growth, leadership development, delegation, burnout, or imposter syndrome. founder-coach business & ops "},{"slug":"free-tool-strategy","kind":"skill","name":"Free tool strategy","tagline":"When the user wants to build a free tool for marketing — lead generation, SEO value, or brand awareness. Use when they mention 'engineering as marketing,' 'free tool,' 'calculator,' 'generator,' 'checker,' 'grader,' 'marketing tool,' 'lead gen tool,' 'build something for traffic,' 'interactive tool,' or 'free resource.' Covers idea evaluation, tool design, and launch strategy. For pure SEO content strategy (no tool), use seo-audit or content-strategy instead.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"free tool strategy when the user wants to build a free tool for marketing — lead generation, seo value, or brand awareness. use when they mention 'engineering as marketing,' 'free tool,' 'calculator,' 'generator,' 'checker,' 'grader,' 'marketing tool,' 'lead gen tool,' 'build something for traffic,' 'interactive tool,' or 'free resource.' covers idea evaluation, tool design, and launch strategy. for pure seo content strategy (no tool), use seo-audit or content-strategy instead. free-tool-strategy marketing "},{"slug":"full-page-screenshot","kind":"skill","name":"Full page screenshot","tagline":"Use when the user asks to capture a full-page screenshot, long screenshot, or complete page capture of a web page. Handles SPA scroll containers, lazy-loaded images, and very tall pages via Chrome DevTools Protocol with zero external dependencies.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"full page screenshot use when the user asks to capture a full-page screenshot, long screenshot, or complete page capture of a web page. handles spa scroll containers, lazy-loaded images, and very tall pages via chrome devtools protocol with zero external dependencies. full-page-screenshot coding "},{"slug":"gcp-cloud-architect","kind":"skill","name":"Gcp cloud architect","tagline":"Design GCP architectures for startups and enterprises. Use when asked to design Google Cloud infrastructure, deploy to GKE or Cloud Run, configure BigQuery pipelines, optimize GCP costs, or migrate to GCP. Covers Cloud Run, GKE, Cloud Functions, Cloud SQL, BigQuery, and cost optimization.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"gcp cloud architect design gcp architectures for startups and enterprises. use when asked to design google cloud infrastructure, deploy to gke or cloud run, configure bigquery pipelines, optimize gcp costs, or migrate to gcp. covers cloud run, gke, cloud functions, cloud sql, bigquery, and cost optimization. gcp-cloud-architect infrastructure & ops "},{"slug":"gdpr-dsgvo-expert","kind":"skill","name":"GDPR/DSGVO Expert","tagline":"GDPR and German DSGVO compliance automation. Scans codebases for privacy risks, generates DPIA documentation, tracks data subject rights requests with Art. 12(3) one-month deadlines. Use when running GDPR compliance assessments, privacy audits, data protection planning, DPIA generation, or data subject rights (DSAR) management (e.g., 'check this service for GDPR risks', 'track an access request deadline'). Final compliance determinations route to the DPO or legal counsel.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"legal","deptName":"Legal & compliance","task":"legal/meet-regulation","taskName":"Regulation & privacy","hay":"gdpr/dsgvo expert gdpr and german dsgvo compliance automation. scans codebases for privacy risks, generates dpia documentation, tracks data subject rights requests with art. 12(3) one-month deadlines. use when running gdpr compliance assessments, privacy audits, data protection planning, dpia generation, or data subject rights (dsar) management (e.g., 'check this service for gdpr risks', 'track an access request deadline'). final compliance determinations route to the dpo or legal counsel. gdpr-dsgvo-expert business & ops "},{"slug":"general-counsel-advisor","kind":"skill","name":"General counsel advisor","tagline":"General Counsel advisory for startups: contract review (MSA, SaaS, NDA, DPA, employment), IP strategy, term sheet decoding, and regulatory landscape mapping. Use when reviewing any contract or term sheet, deciding when to engage outside counsel, defining IP strategy, evaluating regulatory exposure (HIPAA, GDPR, FDA, fintech), or when user mentions general counsel, GC, legal review, contract risk, term sheet, IP assignment, or regulatory exposure. NOT a substitute for licensed counsel — surfaces questions to bring to qualified attorneys.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"legal","deptName":"Legal & compliance","task":"legal/draft-contract","taskName":"Contracts","hay":"general counsel advisor general counsel advisory for startups: contract review (msa, saas, nda, dpa, employment), ip strategy, term sheet decoding, and regulatory landscape mapping. use when reviewing any contract or term sheet, deciding when to engage outside counsel, defining ip strategy, evaluating regulatory exposure (hipaa, gdpr, fda, fintech), or when user mentions general counsel, gc, legal review, contract risk, term sheet, ip assignment, or regulatory exposure. not a substitute for licensed counsel — surfaces questions to bring to qualified attorneys. general-counsel-advisor business & ops "},{"slug":"generate","kind":"skill","name":"Generate Playwright Tests","tagline":"Generate Playwright tests. Use when user says \"write tests\", \"generate tests\", add tests for\", \"test this component\", \"e2e test\", \"create test for\", test this page\", or \"test this feature\".","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"generate playwright tests generate playwright tests. use when user says \"write tests\", \"generate tests\", add tests for\", \"test this component\", \"e2e test\", \"create test for\", test this page\", or \"test this feature\". generate business & ops "},{"slug":"git-worktree-manager","kind":"skill","name":"Git worktree manager","tagline":"Run parallel feature work safely with Git worktrees. Standardizes branch isolation, port allocation, environment sync, and cleanup so each worktree behaves like an independent local app. Optimized for multi-agent workflows where each agent or terminal session owns one worktree. Use when running multiple feature branches simultaneously, isolating experimental work, or coordinating multi-agent development across the same repo.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"git worktree manager run parallel feature work safely with git worktrees. standardizes branch isolation, port allocation, environment sync, and cleanup so each worktree behaves like an independent local app. optimized for multi-agent workflows where each agent or terminal session owns one worktree. use when running multiple feature branches simultaneously, isolating experimental work, or coordinating multi-agent development across the same repo. git-worktree-manager infrastructure & ops "},{"slug":"google-workspace-cli","kind":"skill","name":"Google workspace CLI","tagline":"Google Workspace administration via the gws CLI (github.com/googleworkspace/cli). Install, authenticate, and automate Gmail, Drive, Sheets, Calendar, Docs, Chat, and Tasks. Run security audits and use local recipe templates and persona bundles. Use for Google Workspace admin, gws CLI setup, Gmail automation, Drive management, or Calendar scheduling.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"google workspace cli google workspace administration via the gws cli (github.com/googleworkspace/cli). install, authenticate, and automate gmail, drive, sheets, calendar, docs, chat, and tasks. run security audits and use local recipe templates and persona bundles. use for google workspace admin, gws cli setup, gmail automation, drive management, or calendar scheduling. google-workspace-cli coding "},{"slug":"grants","kind":"skill","name":"Grants — NIH Funding Intelligence","tagline":"NIH grant research skill for clinical researchers. Grill-me intake (research idea + career stage + preliminary data + environment + submission posture + known institute targets) locks down the funding strategy before any search runs. Runs a 5-facet Consensus positioning analysis (with draft Significance/Innovation language), maps the research to the right NIH institutes and study sections via RePORTER, finds NOSIs and funded overlap, and produces an editable Word document (.docx) with budget/scope-aware mechanism recommendations, submission timelines, and a mandatory program officer recommendation. Use when the user asks about research funding or makes any grant-related request (e.g., 'grants for [topic]', 'find grants for my research idea', 'what grants match my research', 'help me find NIH funding', 'grant opportunities for my research'). NIH-only scope — non-NIH funders (PCORI, DOD CDMRP, VA, foundations) are out of scope and flagged at intake.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"grants — nih funding intelligence nih grant research skill for clinical researchers. grill-me intake (research idea + career stage + preliminary data + environment + submission posture + known institute targets) locks down the funding strategy before any search runs. runs a 5-facet consensus positioning analysis (with draft significance/innovation language), maps the research to the right nih institutes and study sections via reporter, finds nosis and funded overlap, and produces an editable word document (.docx) with budget/scope-aware mechanism recommendations, submission timelines, and a mandatory program officer recommendation. use when the user asks about research funding or makes any grant-related request (e.g., 'grants for [topic]', 'find grants for my research idea', 'what grants match my research', 'help me find nih funding', 'grant opportunities for my research'). nih-only scope — non-nih funders (pcori, dod cdmrp, va, foundations) are out of scope and flagged at intake. grants uncategorised "},{"slug":"growth-marketer","kind":"agent","name":"Growth marketer","tagline":"Growth marketing specialist for bootstrapped startups and indie hackers. Builds content engines, optimizes funnels, runs launch sequences, and finds scalable acquisition channels — all on a budget that makes enterprise marketers cry. Use when growth has to come before budget — e.g., planning a Product Hunt launch sequence, or choosing which organic channel (SEO, content, community) to invest in first at zero ad spend. (For funnel diagnostics with paid budget, see cs-demand-gen-specialist.)","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"growth marketer growth marketing specialist for bootstrapped startups and indie hackers. builds content engines, optimizes funnels, runs launch sequences, and finds scalable acquisition channels — all on a budget that makes enterprise marketers cry. use when growth has to come before budget — e.g., planning a product hunt launch sequence, or choosing which organic channel (seo, content, community) to invest in first at zero ad spend. (for funnel diagnostics with paid budget, see cs-demand-gen-specialist.) growth-marketer business & ops "},{"slug":"handoff-2","kind":"skill","name":"Handoff","tagline":"Compact the current conversation into a handoff document for another agent to pick up. Save to a user-configured location (OS temp, home folder, or per-project .handoff/), redact secrets before write, suggest skills for the next session, and auto-load the latest handoff on the next SessionStart. First-run setup asks where to save so the project folder never gets cluttered. Use when the user says 'hand this off', 'handoff doc', 'summarize this for a new session', 'compact this conversation', 'I'm ending this session', 'pick this up later', or any variation signaling intent to pass work to a fresh agent. Also trigger on implicit signals: the user announcing they're switching machines, ending the day mid-task, or context is growing long without a natural stopping point.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/document-process","taskName":"Process docs","hay":"handoff compact the current conversation into a handoff document for another agent to pick up. save to a user-configured location (os temp, home folder, or per-project .handoff/), redact secrets before write, suggest skills for the next session, and auto-load the latest handoff on the next sessionstart. first-run setup asks where to save so the project folder never gets cluttered. use when the user says 'hand this off', 'handoff doc', 'summarize this for a new session', 'compact this conversation', 'i'm ending this session', 'pick this up later', or any variation signaling intent to pass work to a fresh agent. also trigger on implicit signals: the user announcing they're switching machines, ending the day mid-task, or context is growing long without a natural stopping point. handoff-2 business & ops "},{"slug":"regulatory-affairs-head","kind":"skill","name":"Head of Regulatory Affairs","tagline":"Senior Regulatory Affairs Manager for HealthTech and MedTech companies. Prepares FDA 510(k), De Novo, and PMA submission packages; analyzes regulatory pathways for new medical devices; drafts responses to FDA deficiency letters and Notified Body queries; develops CE marking technical documentation under EU MDR 2017/745; coordinates multi-market approval strategies across FDA, EU, Health Canada, PMDA, and NMPA; and maintains regulatory intelligence on evolving standards. Use when users need to plan or execute FDA submissions, navigate 510(k) or PMA approval processes, achieve CE marking, prepare pre-submission meeting materials, write regulatory strategy documents, respond to agency queries, or manage compliance documentation for medical device market access.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"head of regulatory affairs senior regulatory affairs manager for healthtech and medtech companies. prepares fda 510(k), de novo, and pma submission packages; analyzes regulatory pathways for new medical devices; drafts responses to fda deficiency letters and notified body queries; develops ce marking technical documentation under eu mdr 2017/745; coordinates multi-market approval strategies across fda, eu, health canada, pmda, and nmpa; and maintains regulatory intelligence on evolving standards. use when users need to plan or execute fda submissions, navigate 510(k) or pma approval processes, achieve ce marking, prepare pre-submission meeting materials, write regulatory strategy documents, respond to agency queries, or manage compliance documentation for medical device market access. regulatory-affairs-head business & ops "},{"slug":"helm-chart-builder","kind":"skill","name":"Helm chart builder","tagline":"Helm chart development agent skill and plugin for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw — chart scaffolding, values design, template patterns, dependency management, security hardening, and chart testing. Use when: user wants to create or improve Helm charts, design values.yaml files, implement template helpers, audit chart security (RBAC, network policies, pod security), manage subcharts, or run helm lint/test.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"helm chart builder helm chart development agent skill and plugin for claude code, codex, gemini cli, cursor, openclaw — chart scaffolding, values design, template patterns, dependency management, security hardening, and chart testing. use when: user wants to create or improve helm charts, design values.yaml files, implement template helpers, audit chart security (rbac, network policies, pod security), manage subcharts, or run helm lint/test. helm-chart-builder infrastructure & ops "},{"slug":"human-gate","kind":"skill","name":"Human gate","tagline":"Runs the human-verification lane of an agent loop, and proves review happened before work is called done. Builds a single-file HTML review page, collects batched feedback as a structured artifact instead of chat prose, and runs a gate that refuses to close while a BLOCKER is open, the reviewer is unnamed, or nobody has reviewed at all. Use when a plan, spec, RFC, report, landing page, migration, or any irreversible action needs human sign-off before shipping, or on requests such as 'get sign-off', 'have someone check this', 'hold until reviewed', 'needs approval first'. NOT for making AI text sound human (use content-humanizer or behuman). NOT for reviewing code diffs (use md-review or code-reviewer).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"human gate runs the human-verification lane of an agent loop, and proves review happened before work is called done. builds a single-file html review page, collects batched feedback as a structured artifact instead of chat prose, and runs a gate that refuses to close while a blocker is open, the reviewer is unnamed, or nobody has reviewed at all. use when a plan, spec, rfc, report, landing page, migration, or any irreversible action needs human sign-off before shipping, or on requests such as 'get sign-off', 'have someone check this', 'hold until reviewed', 'needs approval first'. not for making ai text sound human (use content-humanizer or behuman). not for reviewing code diffs (use md-review or code-reviewer). human-gate coding "},{"slug":"inbox-setup","kind":"skill","name":"Inbox-Setup — Email Triage Onboarding","tagline":"One-time setup skill that builds a personalized inbox triage knowledge base via interactive interview. Interviews the user about their email patterns, business context, reply style, and priorities using grill-me discipline (one question at a time, forcing format where possible, dependency-ordered, each question explains why I'm asking), then generates the knowledge base files that power the companion 'inbox-triage' skill. Run this once before using inbox-triage for the first time. Re-run when business, pricing, or priorities change significantly. Triggers: 'set up my inbox', 'configure inbox triage', 'set up my email system', 'configure email triage', 'build my email knowledge base', 'initialize email management', 'set up inbox triage', 'onboard email triage', or any variation where someone wants to get the email triage system running for the first time.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"inbox-setup — email triage onboarding one-time setup skill that builds a personalized inbox triage knowledge base via interactive interview. interviews the user about their email patterns, business context, reply style, and priorities using grill-me discipline (one question at a time, forcing format where possible, dependency-ordered, each question explains why i'm asking), then generates the knowledge base files that power the companion 'inbox-triage' skill. run this once before using inbox-triage for the first time. re-run when business, pricing, or priorities change significantly. triggers: 'set up my inbox', 'configure inbox triage', 'set up my email system', 'configure email triage', 'build my email knowledge base', 'initialize email management', 'set up inbox triage', 'onboard email triage', or any variation where someone wants to get the email triage system running for the first time. inbox-setup business & ops "},{"slug":"inbox-triage","kind":"skill","name":"Inbox-Triage — Recurring Email Triage","tagline":"Runs a full inbox triage using the knowledge base created by the 'inbox-setup' skill. Light-intake by design (most invocations skip questions and run with KB-default preferences); asks at most 2 grill-me override questions when invocation is outside normal cadence or includes category-skip intent. Searches recent emails, classifies them via the user's taxonomy, researches new senders, generates recommendations, drafts replies (NEVER sends), delivers a report in the user's preferred format, and updates the knowledge base with learnings. Designed to run on a recurring schedule (1-3x daily) or on demand. Use when the user wants their inbox processed, in any variation (e.g., 'triage my inbox', 'inbox triage', 'check my email', 'run email triage', 'process my inbox', 'what's new in my email', 'handle my email', 'email triage'). Requires the inbox-setup skill to have been run first.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"support","deptName":"Customer support","task":"support/triage-tickets","taskName":"Ticket triage","hay":"inbox-triage — recurring email triage runs a full inbox triage using the knowledge base created by the 'inbox-setup' skill. light-intake by design (most invocations skip questions and run with kb-default preferences); asks at most 2 grill-me override questions when invocation is outside normal cadence or includes category-skip intent. searches recent emails, classifies them via the user's taxonomy, researches new senders, generates recommendations, drafts replies (never sends), delivers a report in the user's preferred format, and updates the knowledge base with learnings. designed to run on a recurring schedule (1-3x daily) or on demand. use when the user wants their inbox processed, in any variation (e.g., 'triage my inbox', 'inbox triage', 'check my email', 'run email triage', 'process my inbox', 'what's new in my email', 'handle my email', 'email triage'). requires the inbox-setup skill to have been run first. inbox-triage business & ops "},{"slug":"incident-commander","kind":"skill","name":"Incident Commander Skill","tagline":"Comprehensive incident response framework from detection through resolution and post-incident review. Battle-tested SRE/DevOps practices: severity classification, timeline reconstruction, structured post-incident analysis. Use when declaring an incident, coordinating multi-team response during an outage, leading a post-mortem, or setting up on-call practices for a new service.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"incident commander skill comprehensive incident response framework from detection through resolution and post-incident review. battle-tested sre/devops practices: severity classification, timeline reconstruction, structured post-incident analysis. use when declaring an incident, coordinating multi-team response during an outage, leading a post-mortem, or setting up on-call practices for a new service. incident-commander coding "},{"slug":"incident-response","kind":"skill","name":"Incident response","tagline":"Use when a security incident has been detected or declared and needs classification, triage, escalation path determination, and forensic evidence collection. Covers SEV1-SEV4 classification, false positive filtering, incident taxonomy, and NIST SP 800-61 lifecycle.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"incident response use when a security incident has been detected or declared and needs classification, triage, escalation path determination, and forensic evidence collection. covers sev1-sev4 classification, false positive filtering, incident taxonomy, and nist sp 800-61 lifecycle. incident-response coding "},{"slug":"information-security-manager-iso27001","kind":"skill","name":"Information security manager iso27001","tagline":"ISO 27001 ISMS implementation and cybersecurity governance for HealthTech and MedTech companies. Use when designing an ISMS, running security risk assessments, implementing controls, pursuing ISO 27001 certification, preparing security audits, responding to security incidents, or verifying compliance. Covers ISO 27001, ISO 27002, healthcare security, and medical device cybersecurity.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"information security manager iso27001 iso 27001 isms implementation and cybersecurity governance for healthtech and medtech companies. use when designing an isms, running security risk assessments, implementing controls, pursuing iso 27001 certification, preparing security audits, responding to security incidents, or verifying compliance. covers iso 27001, iso 27002, healthcare security, and medical device cybersecurity. information-security-manager-iso27001 business & ops "},{"slug":"pw-init","kind":"skill","name":"Initialize Playwright Project","tagline":"Set up Playwright in a project. Use when user says \"set up playwright\", add e2e tests\", \"configure playwright\", \"testing setup\", \"init playwright\", or \"add test infrastructure\".","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"initialize playwright project set up playwright in a project. use when user says \"set up playwright\", add e2e tests\", \"configure playwright\", \"testing setup\", \"init playwright\", or \"add test infrastructure\". pw-init coding "},{"slug":"agent-protocol","kind":"skill","name":"Inter-Agent Protocol","tagline":"Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, and response formats. Use when C-suite agents need to query each other, coordinate cross-functional analysis, or run board meetings with multiple agent roles.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"inter-agent protocol inter-agent communication protocol for c-suite agent teams. defines invocation syntax, loop prevention, isolation rules, and response formats. use when c-suite agents need to query each other, coordinate cross-functional analysis, or run board meetings with multiple agent roles. agent-protocol business & ops "},{"slug":"team-communications","kind":"skill","name":"Internal Comms","tagline":"Write internal company communications — 3P updates (Progress/Plans/Problems), company-wide newsletters, FAQ roundups, incident reports, leadership updates, status reports, project updates, and general internal comms. Use this skill any time the user asks to draft, edit, or format something meant for internal audiences. Trigger on keywords like \"3P\", \"weekly update\", \"newsletter\", \"FAQ\", \"internal comms\", \"status report\", \"company update\", \"team update\", \"incident report\", or any request to summarize work for leadership, teammates, or the broader company. Even casual requests like \"write my update\" or \"summarize what my team did this week\" should trigger this skill.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"internal comms write internal company communications — 3p updates (progress/plans/problems), company-wide newsletters, faq roundups, incident reports, leadership updates, status reports, project updates, and general internal comms. use this skill any time the user asks to draft, edit, or format something meant for internal audiences. trigger on keywords like \"3p\", \"weekly update\", \"newsletter\", \"faq\", \"internal comms\", \"status report\", \"company update\", \"team update\", \"incident report\", or any request to summarize work for leadership, teammates, or the broader company. even casual requests like \"write my update\" or \"summarize what my team did this week\" should trigger this skill. team-communications business & ops "},{"slug":"internal-narrative","kind":"skill","name":"Internal Narrative Builder","tagline":"Build and maintain one coherent company story across all audiences — employees, investors, customers, candidates, and partners. Detects narrative contradictions and ensures the same truth is framed for each audience's needs. Use when preparing investor updates, all-hands presentations, board communications, recruiting narratives, crisis communications, or when user mentions company narrative, messaging consistency, storytelling, all-hands, investor update, or crisis communication.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"internal narrative builder build and maintain one coherent company story across all audiences — employees, investors, customers, candidates, and partners. detects narrative contradictions and ensures the same truth is framed for each audience's needs. use when preparing investor updates, all-hands presentations, board communications, recruiting narratives, crisis communications, or when user mentions company narrative, messaging consistency, storytelling, all-hands, investor update, or crisis communication. internal-narrative business & ops "},{"slug":"internal-comms","kind":"skill","name":"internal-comms — Tactical Internal Change-Management Authoring","tagline":"Use when a Head of People Ops, BizOps lead, or Internal Communications owner needs to draft and sequence an internal-only change-management communication — a re-org announcement, a tool rollout, a policy change, a leadership transition, a layoff, an acquisition close, or an internal product launch — and the audience is employees (not customers). Pairs Prosci ADKAR and Kotter's 8-step change model with deterministic stdlib-only Python tools to produce a sequenced touchpoint calendar, a Kotter-compliant primary announcement, an audience-segmented FAQ, and manager cascade talking points; industry-tuned via --profile {tech-startup, scaleup, enterprise, public-company, non-profit}. Triggers on \"all-hands announcement\", \"change comms\", \"rollout comms\", \"re-org announcement\", \"manager talking points\", \"layoff comms\".","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"internal-comms — tactical internal change-management authoring use when a head of people ops, bizops lead, or internal communications owner needs to draft and sequence an internal-only change-management communication — a re-org announcement, a tool rollout, a policy change, a leadership transition, a layoff, an acquisition close, or an internal product launch — and the audience is employees (not customers). pairs prosci adkar and kotter's 8-step change model with deterministic stdlib-only python tools to produce a sequenced touchpoint calendar, a kotter-compliant primary announcement, an audience-segmented faq, and manager cascade talking points; industry-tuned via --profile {tech-startup, scaleup, enterprise, public-company, non-profit}. triggers on \"all-hands announcement\", \"change comms\", \"rollout comms\", \"re-org announcement\", \"manager talking points\", \"layoff comms\". internal-comms business & ops "},{"slug":"intl-expansion","kind":"skill","name":"International Expansion","tagline":"International market expansion strategy. Market selection, entry modes, localization, regulatory compliance, and go-to-market by region. Use when expanding to new countries, evaluating international markets, planning localization, or building regional teams.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"international expansion international market expansion strategy. market selection, entry modes, localization, regulatory compliance, and go-to-market by region. use when expanding to new countries, evaluating international markets, planning localization, or building regional teams. intl-expansion business & ops "},{"slug":"interview-system-designer","kind":"skill","name":"Interview system designer","tagline":"This skill should be used when the user asks to \"design interview processes\", \"create hiring pipelines\", \"calibrate interview loops\", \"generate interview questions\", \"design competency matrices\", \"analyze interviewer bias\", \"create scoring rubrics\", \"build question banks\", or \"optimize hiring systems\". Use for designing role-specific interview loops, competency assessments, and hiring calibration systems.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"interview system designer this skill should be used when the user asks to \"design interview processes\", \"create hiring pipelines\", \"calibrate interview loops\", \"generate interview questions\", \"design competency matrices\", \"analyze interviewer bias\", \"create scoring rubrics\", \"build question banks\", or \"optimize hiring systems\". use for designing role-specific interview loops, competency assessments, and hiring calibration systems. interview-system-designer business & ops "},{"slug":"isms-audit-expert","kind":"skill","name":"Isms audit expert","tagline":"Information Security Management System (ISMS) audit expert for ISO 27001 compliance verification, security control assessment, and certification support. Use when the user mentions ISO 27001, ISMS audit, Annex A controls, Statement of Applicability (SOA), gap analysis, nonconformity management, internal audit, surveillance audit, or security certification preparation. Helps review control implementation evidence, document audit findings, classify nonconformities, generate risk-based audit plans, map controls to Annex A requirements, prepare Stage 1 and Stage 2 audit documentation, and support corrective action workflows.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"isms audit expert information security management system (isms) audit expert for iso 27001 compliance verification, security control assessment, and certification support. use when the user mentions iso 27001, isms audit, annex a controls, statement of applicability (soa), gap analysis, nonconformity management, internal audit, surveillance audit, or security certification preparation. helps review control implementation evidence, document audit findings, classify nonconformities, generate risk-based audit plans, map controls to annex a requirements, prepare stage 1 and stage 2 audit documentation, and support corrective action workflows. isms-audit-expert business & ops "},{"slug":"karpathy-coder","kind":"skill","name":"Karpathy Coder — Active Coding Discipline","tagline":"Use when writing, reviewing, or committing code to enforce Karpathy's 4 coding principles — surface assumptions before coding, keep it simple, make surgical changes, define verifiable goals. Triggers on \"review my diff\", \"check complexity\", \"am I overcomplicating this\", \"karpathy check\", \"before I commit\", or any code quality concern where the LLM might be overcoding.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"karpathy coder — active coding discipline use when writing, reviewing, or committing code to enforce karpathy's 4 coding principles — surface assumptions before coding, keep it simple, make surgical changes, define verifiable goals. triggers on \"review my diff\", \"check complexity\", \"am i overcomplicating this\", \"karpathy check\", \"before i commit\", or any code quality concern where the llm might be overcoding. karpathy-coder coding "},{"slug":"knowledge-ops","kind":"skill","name":"Knowledge ops","tagline":"Use when a Head of Ops, Knowledge Manager, or TPM-Internal needs to author, validate, or clean up company SOPs and internal runbooks (procurement intake, vendor offboarding, incident-comms cascade, employee onboarding) — including 5W2H completeness checks (Who-What-When-Where-Why-How-HowMuch), cross-link and orphan-page validation across a sprawling Notion/Confluence/Obsidian wiki, KB ingestion + hygiene reporting, and runbook step verification (named owner, expected duration, observable success signal, rollback path, escalation contact). Pairs Ishikawa's 5W2H method, Gawande's *The Checklist Manifesto*, ISO 9001, ITIL v4, and Google SRE Workbook runbook discipline with deterministic stdlib-only Python tools that score completeness, detect anti-patterns, and emit prioritized cleanup lists (e.g., \"validate this runbook before it goes into rotation\", \"audit our Confluence wiki for stale and orphaned SOPs\").","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/document-process","taskName":"Process docs","hay":"knowledge ops use when a head of ops, knowledge manager, or tpm-internal needs to author, validate, or clean up company sops and internal runbooks (procurement intake, vendor offboarding, incident-comms cascade, employee onboarding) — including 5w2h completeness checks (who-what-when-where-why-how-howmuch), cross-link and orphan-page validation across a sprawling notion/confluence/obsidian wiki, kb ingestion + hygiene reporting, and runbook step verification (named owner, expected duration, observable success signal, rollback path, escalation contact). pairs ishikawa's 5w2h method, gawande's *the checklist manifesto*, iso 9001, itil v4, and google sre workbook runbook discipline with deterministic stdlib-only python tools that score completeness, detect anti-patterns, and emit prioritized cleanup lists (e.g., \"validate this runbook before it goes into rotation\", \"audit our confluence wiki for stale and orphaned sops\"). knowledge-ops business & ops "},{"slug":"landing","kind":"skill","name":"Landing — Premium HTML Landing Page Generator","tagline":"Generates a premium single-page HTML landing page with 3D CSS animations, GSAP scroll effects, and mouse-parallax depth. Forcing intake (product + elevator pitch, audience register, brand overrides, tone) locks down positioning before any copy or markup is written, so the page reflects the actual product rather than generic boilerplate. Use whenever the user says 'landing for X', 'create a landing page', 'build a landing page', 'make a landing page for X', 'I need a web page for Y', or provides product/service details and wants a polished website. Also triggers on 'promotional page', 'product page', 'one-pager', 'web presence', 'sales page'. Outputs a single self-contained HTML file (Claude Code) or HTML artifact (Claude.ai). Supports configurable brand colors via CSS custom property overrides.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"landing — premium html landing page generator generates a premium single-page html landing page with 3d css animations, gsap scroll effects, and mouse-parallax depth. forcing intake (product + elevator pitch, audience register, brand overrides, tone) locks down positioning before any copy or markup is written, so the page reflects the actual product rather than generic boilerplate. use whenever the user says 'landing for x', 'create a landing page', 'build a landing page', 'make a landing page for x', 'i need a web page for y', or provides product/service details and wants a polished website. also triggers on 'promotional page', 'product page', 'one-pager', 'web presence', 'sales page'. outputs a single self-contained html file (claude code) or html artifact (claude.ai). supports configurable brand colors via css custom property overrides. landing marketing "},{"slug":"landing-page-generator","kind":"skill","name":"Landing page generator","tagline":"Generates high-converting landing pages as complete Next.js/React (TSX) components with Tailwind CSS. Creates hero sections, feature grids, pricing tables, FAQ accordions, testimonial blocks, and CTA sections using proven copy frameworks (PAS, AIDA, BAB). Outputs SEO meta tags, structured data, and performance-optimised code targeting Core Web Vitals (LCP < 1s, CLS < 0.1). Use when the user asks to create a landing page, marketing page, homepage, single-page site, lead capture page, campaign page, promo page, or conversion-optimised web page — or when they want to A/B test landing page variants or replace a static page with one designed to convert.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"landing page generator generates high-converting landing pages as complete next.js/react (tsx) components with tailwind css. creates hero sections, feature grids, pricing tables, faq accordions, testimonial blocks, and cta sections using proven copy frameworks (pas, aida, bab). outputs seo meta tags, structured data, and performance-optimised code targeting core web vitals (lcp < 1s, cls < 0.1). use when the user asks to create a landing page, marketing page, homepage, single-page site, lead capture page, campaign page, promo page, or conversion-optimised web page — or when they want to a/b test landing page variants or replace a static page with one designed to convert. landing-page-generator marketing "},{"slug":"launch-strategy","kind":"skill","name":"Launch strategy","tagline":"When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'GTM plan,' 'launch checklist,' or 'launch momentum.' This skill covers phased launches, channel strategy, and ongoing launch momentum.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"launch strategy when the user wants to plan a product launch, feature announcement, or release strategy. also use when the user mentions 'launch,' 'product hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'gtm plan,' 'launch checklist,' or 'launch momentum.' this skill covers phased launches, channel strategy, and ongoing launch momentum. launch-strategy marketing "},{"slug":"linkedin-analytics","kind":"skill","name":"LinkedIn Analytics — describe honestly, then refuse to over-conclude","tagline":"Use when someone wants to understand their own LinkedIn numbers — which posts worked, why reach dropped, whether a pattern is real, or how to test a hypothesis. Triggers on \"why did my reach drop\", \"what's working on my LinkedIn\", \"analyze my posts\", \"do carousels do better for me\", \"should I test this\", \"LinkedIn analytics\". Reads your own exported post data, reports medians and outlier bands, tests candidate patterns against a permutation null, and sizes a real experiment — refusing to conclude anything below 10 posts.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"linkedin analytics — describe honestly, then refuse to over-conclude use when someone wants to understand their own linkedin numbers — which posts worked, why reach dropped, whether a pattern is real, or how to test a hypothesis. triggers on \"why did my reach drop\", \"what's working on my linkedin\", \"analyze my posts\", \"do carousels do better for me\", \"should i test this\", \"linkedin analytics\". reads your own exported post data, reports medians and outlier bands, tests candidate patterns against a permutation null, and sizes a real experiment — refusing to conclude anything below 10 posts. linkedin-analytics uncategorised "},{"slug":"linkedin-content","kind":"skill","name":"LinkedIn Content — format, draft, lint","tagline":"Use when someone wants to write, edit, or lint a LinkedIn post — a story, how-to, opinion piece, carousel script, video script, or poll — or wants an article, talk, or transcript repurposed into posts. Triggers on \"write a LinkedIn post\", \"is this hook any good\", \"review my post\", \"turn this into LinkedIn posts\", \"carousel\", \"what format should this be\". Lints posts 0-100 on mechanics, hook, integrity, and accessibility; picks the format the material actually supports; and splits long sources into standalone units with a reuse ledger.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"linkedin content — format, draft, lint use when someone wants to write, edit, or lint a linkedin post — a story, how-to, opinion piece, carousel script, video script, or poll — or wants an article, talk, or transcript repurposed into posts. triggers on \"write a linkedin post\", \"is this hook any good\", \"review my post\", \"turn this into linkedin posts\", \"carousel\", \"what format should this be\". lints posts 0-100 on mechanics, hook, integrity, and accessibility; picks the format the material actually supports; and splits long sources into standalone units with a reuse ledger. linkedin-content marketing "},{"slug":"linkedin-engagement","kind":"skill","name":"LinkedIn Engagement — comments first, outreach second","tagline":"Use when someone wants to grow reach through comments, replies, groups, or outreach on LinkedIn — a commenting roster, a connection request note, a DM or InMail, a networking plan, or a check on whether their outreach volume is safe. Triggers on \"who should I engage with\", \"write a connection request\", \"cold DM\", \"LinkedIn outreach\", \"networking strategy\", \"how many invites can I send\". Builds a weekly comment roster inside a real time budget, assembles one message at a time and refuses templates, and caps volume against LinkedIn's limits. Nothing is ever sent.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"linkedin engagement — comments first, outreach second use when someone wants to grow reach through comments, replies, groups, or outreach on linkedin — a commenting roster, a connection request note, a dm or inmail, a networking plan, or a check on whether their outreach volume is safe. triggers on \"who should i engage with\", \"write a connection request\", \"cold dm\", \"linkedin outreach\", \"networking strategy\", \"how many invites can i send\". builds a weekly comment roster inside a real time budget, assembles one message at a time and refuses templates, and caps volume against linkedin's limits. nothing is ever sent. linkedin-engagement uncategorised "},{"slug":"linkedin-profile-2","kind":"skill","name":"LinkedIn Profile — audit, then rewrite the parts that pay","tagline":"Use when someone wants their LinkedIn profile audited or rewritten — headline, About section, experience bullets, Featured, banner, recommendations — or says \"fix my headline\", \"my profile gets views but nothing happens\", \"optimize my LinkedIn profile\", \"what should my About section say\". Scores the headline on five dimensions, audits the whole profile 0-100 and ranks fixes by points per hour, and assembles an About section that survives the \"…see more\" fold.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"linkedin profile — audit, then rewrite the parts that pay use when someone wants their linkedin profile audited or rewritten — headline, about section, experience bullets, featured, banner, recommendations — or says \"fix my headline\", \"my profile gets views but nothing happens\", \"optimize my linkedin profile\", \"what should my about section say\". scores the headline on five dimensions, audits the whole profile 0-100 and ranks fixes by points per hour, and assembles an about section that survives the \"…see more\" fold. linkedin-profile-2 business & ops "},{"slug":"linkedin-strategy","kind":"skill","name":"LinkedIn Strategy — brief, cadence, newsletter","tagline":"Use when someone needs a LinkedIn plan rather than a post — content pillars, positioning for a career change or consulting or thought leadership, a sustainable posting cadence, or a newsletter decision. Triggers on \"what should I post about\", \"how often should I post\", \"LinkedIn content strategy\", \"should I start a LinkedIn newsletter\", \"grow my following\", \"90-day plan\". Validates the positioning brief, sizes the week against real hours and refuses a plan that will not survive week five, and gates a newsletter against eligibility and a six-month cadence commitment.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"linkedin strategy — brief, cadence, newsletter use when someone needs a linkedin plan rather than a post — content pillars, positioning for a career change or consulting or thought leadership, a sustainable posting cadence, or a newsletter decision. triggers on \"what should i post about\", \"how often should i post\", \"linkedin content strategy\", \"should i start a linkedin newsletter\", \"grow my following\", \"90-day plan\". validates the positioning brief, sizes the week against real hours and refuses a plan that will not survive week five, and gates a newsletter against eligibility and a six-month cadence commitment. linkedin-strategy marketing "},{"slug":"litreview","kind":"skill","name":"Litreview — Academic Literature Orientation","tagline":"Academic literature orientation skill that searches papers via free keyless APIs (PubMed E-utilities + OpenAlex) by default — with the Consensus MCP as an optional enhancement lane when connected — builds a strategic search plan using PICO (default) or SPIDER / Decomposition / hybrid as fallbacks, and synthesizes findings into a formatted Word (.docx) research guide. Grill-me intake (research question specificity + framework hint + tentative depth) before the recon search; a second forcing checkpoint after Phase 2 confirms framework + sub-areas + depth before searches consume budget. Configurable depth (5/10/20 queries) controls coverage vs. speed. Output is a 'launching pad' — an orientation guide that lets a researcher dive in confidently, not a finished review. Use when the user starts literature-oriented research (e.g., 'litreview on [topic]', 'literature review on [topic]', 'I'm starting a literature review on X', 'I'm writing a paper on X', 'help me research X', 'I'm doing research on X', 'can you help me research X'). Do NOT use for single one-off paper searches wanting a quick list — that's a plain PubMed/OpenAlex (or Consensus) query.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"litreview — academic literature orientation academic literature orientation skill that searches papers via free keyless apis (pubmed e-utilities + openalex) by default — with the consensus mcp as an optional enhancement lane when connected — builds a strategic search plan using pico (default) or spider / decomposition / hybrid as fallbacks, and synthesizes findings into a formatted word (.docx) research guide. grill-me intake (research question specificity + framework hint + tentative depth) before the recon search; a second forcing checkpoint after phase 2 confirms framework + sub-areas + depth before searches consume budget. configurable depth (5/10/20 queries) controls coverage vs. speed. output is a 'launching pad' — an orientation guide that lets a researcher dive in confidently, not a finished review. use when the user starts literature-oriented research (e.g., 'litreview on [topic]', 'literature review on [topic]', 'i'm starting a literature review on x', 'i'm writing a paper on x', 'help me research x', 'i'm doing research on x', 'can you help me research x'). do not use for single one-off paper searches wanting a quick list — that's a plain pubmed/openalex (or consensus) query. litreview science "},{"slug":"llm-cost-optimizer","kind":"skill","name":"LLM cost optimizer","tagline":"Use proactively whenever LLM API costs come up -- or should. Triggers include: 'my AI costs are too high', 'optimize token usage', 'which model should I use', 'LLM spend is out of control', 'implement prompt caching', 'we're about to launch an AI feature', 'build me an AI endpoint'. Don't wait for an explicit cost complaint -- if someone is building an AI feature, designing an LLM endpoint, or choosing between models, cost architecture belongs in the conversation. Apply immediately when any of these are true: a system prompt appears that exceeds a few hundred tokens, all requests are hitting the same model, max_tokens is not set, or no per-feature cost logging exists. NOT for RAG pipeline design (use rag-architect). NOT for improving prompt quality or effectiveness (use senior-prompt-engineer).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"llm cost optimizer use proactively whenever llm api costs come up -- or should. triggers include: 'my ai costs are too high', 'optimize token usage', 'which model should i use', 'llm spend is out of control', 'implement prompt caching', 'we're about to launch an ai feature', 'build me an ai endpoint'. don't wait for an explicit cost complaint -- if someone is building an ai feature, designing an llm endpoint, or choosing between models, cost architecture belongs in the conversation. apply immediately when any of these are true: a system prompt appears that exceeds a few hundred tokens, all requests are hitting the same model, max_tokens is not set, or no per-feature cost logging exists. not for rag pipeline design (use rag-architect). not for improving prompt quality or effectiveness (use senior-prompt-engineer). llm-cost-optimizer business & ops "},{"slug":"llm-wiki","kind":"skill","name":"LLM Wiki — Second Brain for Claude Code + Obsidian","tagline":"Use when building or maintaining a persistent personal knowledge base (second brain) in Obsidian where an LLM incrementally ingests sources, updates entity/concept pages, maintains cross-references, and keeps a synthesis current. Triggers include \"second brain\", \"Obsidian wiki\", \"personal knowledge management\", \"ingest this paper/article/book\", \"build a research wiki\", \"compound knowledge\", \"Memex\", or whenever the user wants knowledge to accumulate across sessions instead of being re-derived by RAG on every query.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/keep-notes","taskName":"Notes & knowledge","hay":"llm wiki — second brain for claude code + obsidian use when building or maintaining a persistent personal knowledge base (second brain) in obsidian where an llm incrementally ingests sources, updates entity/concept pages, maintains cross-references, and keeps a synthesis current. triggers include \"second brain\", \"obsidian wiki\", \"personal knowledge management\", \"ingest this paper/article/book\", \"build a research wiki\", \"compound knowledge\", \"memex\", or whenever the user wants knowledge to accumulate across sessions instead of being re-derived by rag on every query. llm-wiki business & ops "},{"slug":"local-seo-manager","kind":"skill","name":"Local SEO manager","tagline":"Manage local SEO for service-area businesses — appliance repair, HVAC, plumbing, cleaning, and any business that serves customers at their location. Use when the user wants to: audit Google Business Profile, generate neighborhood service area pages, check NAP consistency across directories, create LocalBusiness schema, or write review responses. Triggers: 'local SEO', 'Google Business Profile', 'GBP', 'service area page', 'NAP consistency', 'local citations', 'LocalBusiness schema', 'review responses', 'Google Maps ranking'. NOT for national SEO (use seo-audit). NOT for general schema (use schema-markup). NOT for AI answer-engine visibility (use aeo).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"local seo manager manage local seo for service-area businesses — appliance repair, hvac, plumbing, cleaning, and any business that serves customers at their location. use when the user wants to: audit google business profile, generate neighborhood service area pages, check nap consistency across directories, create localbusiness schema, or write review responses. triggers: 'local seo', 'google business profile', 'gbp', 'service area page', 'nap consistency', 'local citations', 'localbusiness schema', 'review responses', 'google maps ranking'. not for national seo (use seo-audit). not for general schema (use schema-markup). not for ai answer-engine visibility (use aeo). local-seo-manager marketing "},{"slug":"ma-playbook","kind":"skill","name":"M&A Playbook","tagline":"M&A strategy for acquiring companies or being acquired. Due diligence, valuation, integration, and deal structure. Use when evaluating acquisitions, preparing for acquisition, M&A due diligence, integration planning, or deal negotiation.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"m&a playbook m&a strategy for acquiring companies or being acquired. due diligence, valuation, integration, and deal structure. use when evaluating acquisitions, preparing for acquisition, m&a due diligence, integration planning, or deal negotiation. ma-playbook business & ops "},{"slug":"markdown-html-orchestrator","kind":"skill","name":"Markdown → HTML — Domain Orchestrator","tagline":"Use when a user wants to convert any markdown file in their Claude project into a single-file, lightly-interactive HTML — long-form documents (specs, plans, RFCs, reports, explainers), code reviews with diffs and severity-tagged annotations, or slide decks. Triggers on \"convert this markdown to HTML\", \"make this an HTML file\", \"turn this into an interactive document\", \"render this report as HTML\", \"PR writeup as HTML\", \"slides from this markdown\". Forks context to route to one of three converter sub-skills (md-document, md-review, md-slides) based on a deterministic doctype classifier, after the user has run the design-system onboarding once. Refuses if input is under 100 lines (per Shihipar — markdown still wins below the threshold) or design-system isn't onboarded. Distinct from Anthropic's official Playground plugin (which is interactive prompt-tuning controls with sliders/knobs/prompt-copy-back) and from marketing/landing/ (which is a landing-page generator).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"markdown → html — domain orchestrator use when a user wants to convert any markdown file in their claude project into a single-file, lightly-interactive html — long-form documents (specs, plans, rfcs, reports, explainers), code reviews with diffs and severity-tagged annotations, or slide decks. triggers on \"convert this markdown to html\", \"make this an html file\", \"turn this into an interactive document\", \"render this report as html\", \"pr writeup as html\", \"slides from this markdown\". forks context to route to one of three converter sub-skills (md-document, md-review, md-slides) based on a deterministic doctype classifier, after the user has run the design-system onboarding once. refuses if input is under 100 lines (per shihipar — markdown still wins below the threshold) or design-system isn't onboarded. distinct from anthropic's official playground plugin (which is interactive prompt-tuning controls with sliders/knobs/prompt-copy-back) and from marketing/landing/ (which is a landing-page generator). markdown-html-orchestrator design & ui "},{"slug":"market-research-2","kind":"skill","name":"Market research","tagline":"Use when doing upstream market-research methodology — sizing a market as TAM/SAM/SOM computed BOTH top-down and bottoms-up (never a single unsourced number), planning a survey sample size with finite-population correction and per-segment minimums, or scoring candidate market segments against Kotler's measurable/substantial/accessible/differentiable/actionable criteria. Outputs always show the method and the assumptions. For market-research analysts and product-marketing at the sizing/survey/segmentation moment. Distinct from marketing-skill (campaign analytics, attribution, demand-gen) — this is the evidence-building methodology, not live-campaign optimization.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"market research use when doing upstream market-research methodology — sizing a market as tam/sam/som computed both top-down and bottoms-up (never a single unsourced number), planning a survey sample size with finite-population correction and per-segment minimums, or scoring candidate market segments against kotler's measurable/substantial/accessible/differentiable/actionable criteria. outputs always show the method and the assumptions. for market-research analysts and product-marketing at the sizing/survey/segmentation moment. distinct from marketing-skill (campaign analytics, attribution, demand-gen) — this is the evidence-building methodology, not live-campaign optimization. market-research-2 business & ops "},{"slug":"marketing-context","kind":"skill","name":"Marketing context","tagline":"Create and maintain the marketing context document that all marketing skills read before starting. Use when the user mentions 'marketing context,' 'brand voice,' 'set up context,' 'target audience,' 'ICP,' 'style guide,' 'who is my customer,' 'positioning,' or wants to avoid repeating foundational information across marketing tasks. Run this at the start of any new project before using other marketing skills.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"marketing context create and maintain the marketing context document that all marketing skills read before starting. use when the user mentions 'marketing context,' 'brand voice,' 'set up context,' 'target audience,' 'icp,' 'style guide,' 'who is my customer,' 'positioning,' or wants to avoid repeating foundational information across marketing tasks. run this at the start of any new project before using other marketing skills. marketing-context marketing "},{"slug":"marketing-demand-acquisition","kind":"skill","name":"Marketing Demand & Acquisition","tagline":"Creates demand generation campaigns, optimizes paid ad spend across LinkedIn, Google, and Meta, develops SEO strategies, and structures partnership programs. Use when planning demand gen strategy, growth marketing, advertising campaigns, PPC optimization, lead generation, pipeline generation, or marketing budgets. Covers multi-channel acquisition (Google Ads, LinkedIn Ads, Meta Ads), CAC analysis, MQL/SQL workflows, attribution modeling, technical SEO, and co-marketing partnerships. Default calibration profile is a Series A+ B2B SaaS scaling internationally (EU/US/Canada, hybrid PLG/Sales-Led) — adapt benchmarks for other stages and motions rather than skipping the skill.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"marketing demand & acquisition creates demand generation campaigns, optimizes paid ad spend across linkedin, google, and meta, develops seo strategies, and structures partnership programs. use when planning demand gen strategy, growth marketing, advertising campaigns, ppc optimization, lead generation, pipeline generation, or marketing budgets. covers multi-channel acquisition (google ads, linkedin ads, meta ads), cac analysis, mql/sql workflows, attribution modeling, technical seo, and co-marketing partnerships. default calibration profile is a series a+ b2b saas scaling internationally (eu/us/canada, hybrid plg/sales-led) — adapt benchmarks for other stages and motions rather than skipping the skill. marketing-demand-acquisition marketing "},{"slug":"marketing-ops","kind":"skill","name":"Marketing ops","tagline":"Central router for the marketing skill ecosystem. Use when unsure which marketing skill to use, when orchestrating a multi-skill campaign, or when coordinating across content, SEO, CRO, channels, and analytics. Also use when the user mentions 'marketing help,' 'campaign plan,' 'what should I do next,' 'marketing priorities,' or 'coordinate marketing.'","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"marketing ops central router for the marketing skill ecosystem. use when unsure which marketing skill to use, when orchestrating a multi-skill campaign, or when coordinating across content, seo, cro, channels, and analytics. also use when the user mentions 'marketing help,' 'campaign plan,' 'what should i do next,' 'marketing priorities,' or 'coordinate marketing.' marketing-ops marketing "},{"slug":"marketing-psychology-3","kind":"skill","name":"Marketing psychology","tagline":"When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' or 'consumer behavior.' This skill provides 70+ mental models organized for marketing application.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"marketing psychology when the user wants to apply psychological principles, mental models, or behavioral science to marketing. also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' or 'consumer behavior.' this skill provides 70+ mental models organized for marketing application. marketing-psychology-3 marketing "},{"slug":"marketing-skills","kind":"skill","name":"Marketing Skills — Directory + Router","tagline":"Directory and router for the marketing skills library. Use when you need to find the right marketing skill for a task, see what marketing capabilities exist, or get oriented in this plugin. 44 specialist skills across 8 pods (content, SEO + AEO, CRO, channels, growth, intelligence, sales enablement, ops), 59 stdlib Python tools. Routes to one skill — it does not execute marketing work itself.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"marketing skills — directory + router directory and router for the marketing skills library. use when you need to find the right marketing skill for a task, see what marketing capabilities exist, or get oriented in this plugin. 44 specialist skills across 8 pods (content, seo + aeo, cro, channels, growth, intelligence, sales enablement, ops), 59 stdlib python tools. routes to one skill — it does not execute marketing work itself. marketing-skills marketing "},{"slug":"marketing-strategy-pmm","kind":"skill","name":"Marketing Strategy & PMM","tagline":"Product marketing skill for positioning, GTM strategy, competitive intelligence, and product launches. Use when the user asks about product positioning, go-to-market planning, competitive analysis, target audience definition, ICP definition, market research, launch plans, or sales enablement. Covers April Dunford positioning, ICP definition, competitive battlecards, launch playbooks, and international market entry. Produces deliverables including positioning statements, battlecard documents, launch plans, and go-to-market strategies.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"marketing strategy & pmm product marketing skill for positioning, gtm strategy, competitive intelligence, and product launches. use when the user asks about product positioning, go-to-market planning, competitive analysis, target audience definition, icp definition, market research, launch plans, or sales enablement. covers april dunford positioning, icp definition, competitive battlecards, launch playbooks, and international market entry. produces deliverables including positioning statements, battlecard documents, launch plans, and go-to-market strategies. marketing-strategy-pmm marketing "},{"slug":"mcp-server-builder","kind":"skill","name":"MCP server builder","tagline":"Design and ship production-ready MCP (Model Context Protocol) servers from OpenAPI contracts instead of hand-written tool wrappers. Python and TypeScript support, schema validation, safe evolution. Use when exposing an existing API as an MCP server, building tool integrations for Claude or Codex or Cursor, or scaffolding an MCP project from scratch.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"mcp server builder design and ship production-ready mcp (model context protocol) servers from openapi contracts instead of hand-written tool wrappers. python and typescript support, schema validation, safe evolution. use when exposing an existing api as an mcp server, building tool integrations for claude or codex or cursor, or scaffolding an mcp project from scratch. mcp-server-builder coding "},{"slug":"md-review","kind":"skill","name":"Md review","tagline":"Converts a markdown PR writeup or code review (one with ```diff fenced blocks and severity-tagged > [!BLOCKER]/[!MAJOR]/[!MINOR]/[!NIT] callouts) into a single-file 2-column HTML review — unified-diff on the left, severity-tagged annotation cards on the right, top jump-nav listing every finding, mandatory named reviewer footer. Triggers when the markdown-html-orchestrator classifies an input as REVIEW, or when invoked directly via /cs:md-review. Refuses without explicit --reviewer (a code review must name a human), refuses if no diff hunks present (route to md-document instead), and refuses to encode severity in color only (every badge ships color + icon + aria-label per WCAG 1.4.1). Use after orchestrator routing.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"md review converts a markdown pr writeup or code review (one with ```diff fenced blocks and severity-tagged > [!blocker]/[!major]/[!minor]/[!nit] callouts) into a single-file 2-column html review — unified-diff on the left, severity-tagged annotation cards on the right, top jump-nav listing every finding, mandatory named reviewer footer. triggers when the markdown-html-orchestrator classifies an input as review, or when invoked directly via /cs:md-review. refuses without explicit --reviewer (a code review must name a human), refuses if no diff hunks present (route to md-document instead), and refuses to encode severity in color only (every badge ships color + icon + aria-label per wcag 1.4.1). use after orchestrator routing. md-review coding "},{"slug":"md-document","kind":"skill","name":"md-document — Long-form Markdown to HTML","tagline":"Converts long-form markdown (specs, RFCs, reports, plans, explainers) into a single-file, lightly-interactive HTML document with sticky TOC, scrollspy, search filter, code-copy buttons, and design-system-driven brand tokens. Triggers when the markdown-html-orchestrator classifies an input as DOCUMENT, or when invoked directly via /cs:md-document. Reads the design-system config via config_loader.py and inlines the user's 12 derived CSS custom properties; refuses to render if onboarding hasn't run. Single-file output — Google Fonts + Prism.js CDN are the only externals; no framework runtime, no build step. Use after orchestrator routing or after design-system onboarding is confirmed.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"md-document — long-form markdown to html converts long-form markdown (specs, rfcs, reports, plans, explainers) into a single-file, lightly-interactive html document with sticky toc, scrollspy, search filter, code-copy buttons, and design-system-driven brand tokens. triggers when the markdown-html-orchestrator classifies an input as document, or when invoked directly via /cs:md-document. reads the design-system config via config_loader.py and inlines the user's 12 derived css custom properties; refuses to render if onboarding hasn't run. single-file output — google fonts + prism.js cdn are the only externals; no framework runtime, no build step. use after orchestrator routing or after design-system onboarding is confirmed. md-document uncategorised "},{"slug":"md-slides","kind":"skill","name":"md-slides — Markdown deck → single-file HTML presentation","tagline":"Converts a markdown deck (slides separated by `---` HR boundaries or by `# ` H1 headings, with optional `<!-- notes: ... -->` presenter notes blocks) into a single-file HTML presentation with arrow-key / space / PgDn / PgUp / Home / End / P / Esc keyboard navigation, presenter mode (split view with current slide + speaker notes + clock + next-slide preview), URL-hash deep linking, and `@media print` page-per-slide for PDF export. Triggers when the markdown-html-orchestrator classifies an input as SLIDES, or when invoked directly via /cs:md-slides. Reuses md-document's markdown parser for slide-body rendering and reads design-system tokens via config_loader.py. Refuses if input has no clear slide boundaries, produces a 1-slide deck, or `--strict-notes` is on with < 50% notes coverage. Use after orchestrator routing.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"md-slides — markdown deck → single-file html presentation converts a markdown deck (slides separated by `---` hr boundaries or by `# ` h1 headings, with optional `<!-- notes: ... -->` presenter notes blocks) into a single-file html presentation with arrow-key / space / pgdn / pgup / home / end / p / esc keyboard navigation, presenter mode (split view with current slide + speaker notes + clock + next-slide preview), url-hash deep linking, and `@media print` page-per-slide for pdf export. triggers when the markdown-html-orchestrator classifies an input as slides, or when invoked directly via /cs:md-slides. reuses md-document's markdown parser for slide-body rendering and reads design-system tokens via config_loader.py. refuses if input has no clear slide boundaries, produces a 1-slide deck, or `--strict-notes` is on with < 50% notes coverage. use after orchestrator routing. md-slides design & ui "},{"slug":"mdr-745-specialist","kind":"skill","name":"MDR 2017/745 Specialist","tagline":"EU MDR 2017/745 compliance specialist for medical device classification, technical documentation, clinical evidence, and post-market surveillance. Covers Annex VIII classification rules, Annex II/III technical files, Annex XIV clinical evaluation, Art. 86 PSUR schedules, and EUDAMED integration. Use when classifying a medical device under MDR, building or gap-checking a technical file, planning clinical evaluation or PMS/PSUR cadence, or preparing for notified body review (e.g., 'what class is my device under MDR', 'review my PSUR schedule').","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"mdr 2017/745 specialist eu mdr 2017/745 compliance specialist for medical device classification, technical documentation, clinical evidence, and post-market surveillance. covers annex viii classification rules, annex ii/iii technical files, annex xiv clinical evaluation, art. 86 psur schedules, and eudamed integration. use when classifying a medical device under mdr, building or gap-checking a technical file, planning clinical evaluation or pms/psur cadence, or preparing for notified body review (e.g., 'what class is my device under mdr', 'review my psur schedule'). mdr-745-specialist business & ops "},{"slug":"meeting-analyzer","kind":"skill","name":"Meeting Insights Analyzer","tagline":"Analyzes meeting transcripts and recordings to surface behavioral patterns, communication anti-patterns, and actionable coaching feedback. Use this skill whenever the user uploads or points to meeting transcripts (.txt, .md, .vtt, .srt, .docx), asks about their communication habits, wants feedback on how they run meetings, requests speaking ratio analysis, mentions filler words or conflict avoidance, or wants to compare their communication across time periods. Also trigger when users mention tools like Granola, Otter, Fireflies, or Zoom transcripts. Even if the user just says \"look at my meetings\" or \"how do I come across in meetings\" — use this skill.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"meeting insights analyzer analyzes meeting transcripts and recordings to surface behavioral patterns, communication anti-patterns, and actionable coaching feedback. use this skill whenever the user uploads or points to meeting transcripts (.txt, .md, .vtt, .srt, .docx), asks about their communication habits, wants feedback on how they run meetings, requests speaking ratio analysis, mentions filler words or conflict avoidance, or wants to compare their communication across time periods. also trigger when users mention tools like granola, otter, fireflies, or zoom transcripts. even if the user just says \"look at my meetings\" or \"how do i come across in meetings\" — use this skill. meeting-analyzer business & ops "},{"slug":"meetings","kind":"skill","name":"Meetings — Cost Gate → Timeboxed Agenda → Owned Actions","tagline":"Use when someone wants to decide whether a meeting is worth calling, price a meeting in dollars, build a timeboxed agenda with desired outcomes, or turn messy meeting notes into owned action items — or says \"should this be a meeting\", \"/cs:meeting-prep\", or \"/cs:meeting-actions\". Runs a cost gate (ASYNC / NOT-READY / MEET), builds a decision-first agenda, and extracts an owner + due-date checklist that flags every orphan.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"meetings — cost gate → timeboxed agenda → owned actions use when someone wants to decide whether a meeting is worth calling, price a meeting in dollars, build a timeboxed agenda with desired outcomes, or turn messy meeting notes into owned action items — or says \"should this be a meeting\", \"/cs:meeting-prep\", or \"/cs:meeting-actions\". runs a cost gate (async / not-ready / meet), builds a decision-first agenda, and extracts an owner + due-date checklist that flags every orphan. meetings uncategorised "},{"slug":"memory-engineering","kind":"skill","name":"Memory Engineering — engineer the forgetting, not just the remembering","tagline":"Use when designing, reviewing, or paying for an agent memory system — adding memory to an agent, choosing between long-context / RAG / graph / agentic memory, auditing what a CLAUDE.md or memory directory actually holds, deciding what to keep and what to expire, or when a memory store keeps growing and nobody has said what leaves it. Prices the write path, picks which cost to pay, classifies records as facts / skills / logs, and refuses a design that has no forgetting policy.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/keep-notes","taskName":"Notes & knowledge","hay":"memory engineering — engineer the forgetting, not just the remembering use when designing, reviewing, or paying for an agent memory system — adding memory to an agent, choosing between long-context / rag / graph / agentic memory, auditing what a claude.md or memory directory actually holds, deciding what to keep and what to expire, or when a memory store keeps growing and nobody has said what leaves it. prices the write path, picks which cost to pay, classifies records as facts / skills / logs, and refuses a design that has no forgetting policy. memory-engineering business & ops "},{"slug":"ms365-tenant-manager","kind":"skill","name":"Microsoft 365 Tenant Manager","tagline":"Microsoft 365 tenant administration for Global Administrators. Automate M365 tenant setup, Office 365 admin tasks, Azure AD user management, Exchange Online configuration, Teams administration, and security policies. Generate PowerShell scripts for bulk operations, Conditional Access policies, license management, and compliance reporting. Use for M365 tenant manager, Office 365 admin, Azure AD users, Global Administrator, tenant configuration, or Microsoft 365 automation.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"microsoft 365 tenant manager microsoft 365 tenant administration for global administrators. automate m365 tenant setup, office 365 admin tasks, azure ad user management, exchange online configuration, teams administration, and security policies. generate powershell scripts for bulk operations, conditional access policies, license management, and compliance reporting. use for m365 tenant manager, office 365 admin, azure ad users, global administrator, tenant configuration, or microsoft 365 automation. ms365-tenant-manager infrastructure & ops "},{"slug":"migrate","kind":"skill","name":"Migrate to Playwright","tagline":"Migrate from Cypress or Selenium to Playwright. Use when user mentions cypress\", \"selenium\", \"migrate tests\", \"convert tests\", \"switch to playwright\", \"move from cypress\", or \"replace selenium\".","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"migrate to playwright migrate from cypress or selenium to playwright. use when user mentions cypress\", \"selenium\", \"migrate tests\", \"convert tests\", \"switch to playwright\", \"move from cypress\", or \"replace selenium\". migrate coding "},{"slug":"migration-architect","kind":"skill","name":"Migration architect","tagline":"Zero-downtime migration planning, compatibility validation, and rollback strategy generation. Tools for system, database, and infrastructure migrations with minimal business impact. Use when planning a database migration, infrastructure cutover, system replacement, or any high-risk transition that needs explicit rollback paths.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"migration architect zero-downtime migration planning, compatibility validation, and rollback strategy generation. tools for system, database, and infrastructure migrations with minimal business impact. use when planning a database migration, infrastructure cutover, system replacement, or any high-risk transition that needs explicit rollback paths. migration-architect business & ops "},{"slug":"monorepo-navigator","kind":"skill","name":"Monorepo navigator","tagline":"Navigate, manage, and optimize monorepos. Covers Turborepo, Nx, pnpm workspaces, and Lerna. Cross-package impact analysis, selective builds/tests on affected packages, remote caching, dependency graph visualization, and structured multi-repo to monorepo migrations. Use when setting up a new monorepo, optimizing CI for a large workspace, debugging cross-package dependency issues, or planning a multi-repo consolidation.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"monorepo navigator navigate, manage, and optimize monorepos. covers turborepo, nx, pnpm workspaces, and lerna. cross-package impact analysis, selective builds/tests on affected packages, remote caching, dependency graph visualization, and structured multi-repo to monorepo migrations. use when setting up a new monorepo, optimizing ci for a large workspace, debugging cross-package dependency issues, or planning a multi-repo consolidation. monorepo-navigator coding "},{"slug":"notebooklm","kind":"skill","name":"NotebookLM — Browser Automation","tagline":"Browser automation skill for controlling Google's NotebookLM. Use when the user wants anything done in NotebookLM (e.g., 'open NotebookLM', 'check my [name] notebook', 'ask my notebook about X', 'add [source] to NotebookLM', 'generate a Video Overview from my notebook', 'use NotebookLM Studio'). Handles reading and querying notebooks, adding sources (URLs, text, files, YouTube links, synthesized content), generating Studio outputs (Audio/Video Overviews, Mind Maps, Reports incl. Briefing Doc/Study Guide/FAQ, Flashcards, Quiz, slide decks, infographics — discover the exact set from the live Studio panel; the UI evolves fast), and creating new notebooks. Requires browser automation environment — fails gracefully when unavailable.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"data","deptName":"Data & analytics","task":"data/scrape-web","taskName":"Scraping & extraction","hay":"notebooklm — browser automation browser automation skill for controlling google's notebooklm. use when the user wants anything done in notebooklm (e.g., 'open notebooklm', 'check my [name] notebook', 'ask my notebook about x', 'add [source] to notebooklm', 'generate a video overview from my notebook', 'use notebooklm studio'). handles reading and querying notebooks, adding sources (urls, text, files, youtube links, synthesized content), generating studio outputs (audio/video overviews, mind maps, reports incl. briefing doc/study guide/faq, flashcards, quiz, slide decks, infographics — discover the exact set from the live studio panel; the ui evolves fast), and creating new notebooks. requires browser automation environment — fails gracefully when unavailable. notebooklm data & ai "},{"slug":"observability-designer","kind":"skill","name":"Observability Designer (POWERFUL)","tagline":"Design production-ready observability strategies combining metrics, logs, and traces. Includes SLI/SLO design, golden-signals monitoring, alert optimization. Use when adding observability to a new service, refactoring alerting that is too noisy, or designing an SLO program before scaling production load.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"observability designer (powerful) design production-ready observability strategies combining metrics, logs, and traces. includes sli/slo design, golden-signals monitoring, alert optimization. use when adding observability to a new service, refactoring alerting that is too noisy, or designing an slo program before scaling production load. observability-designer coding "},{"slug":"onboarding-cro","kind":"skill","name":"Onboarding CRO","tagline":"When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions \"onboarding flow,\" \"activation rate,\" \"user activation,\" \"first-run experience,\" \"empty states,\" \"onboarding checklist,\" \"aha moment,\" or \"new user experience.\" For signup/registration optimization, see signup-flow-cro. For ongoing email sequences, see email-sequence.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"support","deptName":"Customer support","task":"support/onboard-customer","taskName":"Customer onboarding","hay":"onboarding cro when the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. also use when the user mentions \"onboarding flow,\" \"activation rate,\" \"user activation,\" \"first-run experience,\" \"empty states,\" \"onboarding checklist,\" \"aha moment,\" or \"new user experience.\" for signup/registration optimization, see signup-flow-cro. for ongoing email sequences, see email-sequence. onboarding-cro marketing "},{"slug":"org-health-diagnostic","kind":"skill","name":"Org health diagnostic","tagline":"Cross-functional organizational health check combining signals from all C-suite roles. Scores 8 dimensions on a traffic-light scale with drill-down recommendations. Use when assessing overall company health, preparing for board reviews, identifying at-risk functions, or when user mentions org health, health check, or health dashboard.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"org health diagnostic cross-functional organizational health check combining signals from all c-suite roles. scores 8 dimensions on a traffic-light scale with drill-down recommendations. use when assessing overall company health, preparing for board reviews, identifying at-risk functions, or when user mentions org health, health check, or health dashboard. org-health-diagnostic business & ops "},{"slug":"page-cro","kind":"skill","name":"Page Conversion Rate Optimization (CRO)","tagline":"When the user wants to optimize, improve, or increase conversions on any marketing page — including homepage, landing pages, pricing pages, feature pages, or blog posts. Also use when the user says \"CRO,\" \"conversion rate optimization,\" \"this page isn't converting,\" \"improve conversions,\" or \"why isn't this page working.\" For signup/registration flows, see signup-flow-cro. For post-signup activation, see onboarding-cro. For forms outside of signup, see form-cro. For popups/modals, see popup-cro.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"page conversion rate optimization (cro) when the user wants to optimize, improve, or increase conversions on any marketing page — including homepage, landing pages, pricing pages, feature pages, or blog posts. also use when the user says \"cro,\" \"conversion rate optimization,\" \"this page isn't converting,\" \"improve conversions,\" or \"why isn't this page working.\" for signup/registration flows, see signup-flow-cro. for post-signup activation, see onboarding-cro. for forms outside of signup, see form-cro. for popups/modals, see popup-cro. page-cro marketing "},{"slug":"paid-ads","kind":"skill","name":"Paid ads","tagline":"When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ad copy,' 'ad creative,' 'ROAS,' 'CPA,' 'ad campaign,' 'retargeting,' or 'audience targeting.' This skill covers campaign strategy, ad creation, audience targeting, and optimization.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"paid ads when the user wants help with paid advertising campaigns on google ads, meta (facebook/instagram), linkedin, twitter/x, or other ad platforms. also use when the user mentions 'ppc,' 'paid media,' 'ad copy,' 'ad creative,' 'roas,' 'cpa,' 'ad campaign,' 'retargeting,' or 'audience targeting.' this skill covers campaign strategy, ad creation, audience targeting, and optimization. paid-ads marketing "},{"slug":"partnerships-architect","kind":"skill","name":"Partnerships architect","tagline":"Use when a startup is approached by a prospective partner and someone has to decide should we sign this partner, at what partner tier (referral / reseller / OEM / SI-consulting / strategic alliance), with what joint GTM commitment, and at what revshare. Classifies partner tier from independent-demand evidence vs. preferential-terms hunting, designs a 90-day joint GTM plan, models revshare against direct-sale margin, and surfaces kill criteria for unwinding under-performing partnerships. For Head of Partnerships, Head of BD, and Founder-CEOs doing reseller agreement, OEM deal, or strategic alliance review — not technical sale enablement, not channel cost economics, not M&A.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"partnerships architect use when a startup is approached by a prospective partner and someone has to decide should we sign this partner, at what partner tier (referral / reseller / oem / si-consulting / strategic alliance), with what joint gtm commitment, and at what revshare. classifies partner tier from independent-demand evidence vs. preferential-terms hunting, designs a 90-day joint gtm plan, models revshare against direct-sale margin, and surfaces kill criteria for unwinding under-performing partnerships. for head of partnerships, head of bd, and founder-ceos doing reseller agreement, oem deal, or strategic alliance review — not technical sale enablement, not channel cost economics, not m&a. partnerships-architect uncategorised "},{"slug":"patent","kind":"skill","name":"Patent — Prior-Art + Landscape Intelligence","tagline":"Patent prior-art and landscape intelligence skill — not generic patent help. Commits to one of five sub-use-cases via forcing intake (novelty search / freedom-to-operate / competitive landscape / acquisition diligence / litigation prior-art) before any search runs. Searches Google Patents, Espacenet, USPTO, and optionally Lens.org for citation-graph signals. Output is an editable Word document (.docx) with verdict, ranked closest art (claim-text extracted), CPC-class-aware landscape, family-resolved hits, geographic coverage, FTO flags where applicable, strategy recommendations, and full audit log. Use when the user asks for patent searching or analysis (e.g., 'prior art search for [invention]', 'freedom to operate analysis for [product]'). Produces search signal, not legal advice — always recommends consulting a patent attorney before filing or licensing decisions. Trademark, copyright, and trade-secret questions are out of scope.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"legal","deptName":"Legal & compliance","task":"legal/file-ip","taskName":"Patents & IP","hay":"patent — prior-art + landscape intelligence patent prior-art and landscape intelligence skill — not generic patent help. commits to one of five sub-use-cases via forcing intake (novelty search / freedom-to-operate / competitive landscape / acquisition diligence / litigation prior-art) before any search runs. searches google patents, espacenet, uspto, and optionally lens.org for citation-graph signals. output is an editable word document (.docx) with verdict, ranked closest art (claim-text extracted), cpc-class-aware landscape, family-resolved hits, geographic coverage, fto flags where applicable, strategy recommendations, and full audit log. use when the user asks for patent searching or analysis (e.g., 'prior art search for [invention]', 'freedom to operate analysis for [product]'). produces search signal, not legal advice — always recommends consulting a patent attorney before filing or licensing decisions. trademark, copyright, and trade-secret questions are out of scope. patent business & ops "},{"slug":"paywall-upgrade-cro","kind":"skill","name":"Paywall and Upgrade Screen CRO","tagline":"When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,\" \"upsell,\" \"feature gate,\" \"convert free to paid,\" \"freemium conversion,\" \"trial expiration screen,\" \"limit reached screen,\" \"plan upgrade prompt,\" or \"in-app pricing.\" Distinct from public pricing pages (see page-cro) — this skill focuses on in-product upgrade moments where the user has already experienced value.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"paywall and upgrade screen cro when the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,\" \"upsell,\" \"feature gate,\" \"convert free to paid,\" \"freemium conversion,\" \"trial expiration screen,\" \"limit reached screen,\" \"plan upgrade prompt,\" or \"in-app pricing.\" distinct from public pricing pages (see page-cro) — this skill focuses on in-product upgrade moments where the user has already experienced value. paywall-upgrade-cro marketing "},{"slug":"performance-profiler","kind":"skill","name":"Performance profiler","tagline":"Systematic performance profiling for Node.js, Python, and Go applications. Identifies CPU, memory, and I/O bottlenecks, generates flamegraphs, analyzes bundle sizes, optimizes database queries, runs load tests with k6 and Artillery. Always measures before and after. Use when investigating a slow endpoint, planning a performance budget, or hunting a memory leak in production.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"performance profiler systematic performance profiling for node.js, python, and go applications. identifies cpu, memory, and i/o bottlenecks, generates flamegraphs, analyzes bundle sizes, optimizes database queries, runs load tests with k6 and artillery. always measures before and after. use when investigating a slow endpoint, planning a performance budget, or hunting a memory leak in production. performance-profiler coding "},{"slug":"interview","kind":"skill","name":"Phase 1 — Interview → Plan","tagline":"Phase 1 of building a Claude Managed Agent — interview the founder about the one job the agent should do, then produce a build sheet (CMA primitives table + v1/v2 deferrals + eval plan) WITHOUT needing their API key yet. Use when the user says \"help me scope an agent\", \"I have an idea for an agent\", \"what should this agent be\", or when the orchestrator routes phase=interview. Drives the six intake slots (job, trigger, inputs, actions, definition-of-done, recurrence) via AskUserQuestion, maps them to primitives with interview_planner.py, assembles build-sheet.json with build_sheet_builder.py, and validates limits with primitives_validator.py. Connectors are mockable in v0 (schema-true custom tools); real MCP servers become v1 deferrals. Distinct from stage-launch (which turns the sheet into payloads).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"phase 1 — interview → plan phase 1 of building a claude managed agent — interview the founder about the one job the agent should do, then produce a build sheet (cma primitives table + v1/v2 deferrals + eval plan) without needing their api key yet. use when the user says \"help me scope an agent\", \"i have an idea for an agent\", \"what should this agent be\", or when the orchestrator routes phase=interview. drives the six intake slots (job, trigger, inputs, actions, definition-of-done, recurrence) via askuserquestion, maps them to primitives with interview_planner.py, assembles build-sheet.json with build_sheet_builder.py, and validates limits with primitives_validator.py. connectors are mockable in v0 (schema-true custom tools); real mcp servers become v1 deferrals. distinct from stage-launch (which turns the sheet into payloads). interview business & ops "},{"slug":"stage-launch","kind":"skill","name":"Phase 2 — Stage → Launch","tagline":"Phase 2 of building a Claude Managed Agent — turn a validated build sheet into exact API payloads and a resumable BYOK curl launch script, then launch (environment → agent → session → kickoff) using the founder's OWN Anthropic key. Use when the user says \"launch it\", \"deploy the agent\", \"create the agent now\", or when the orchestrator routes phase=stage-launch. payload_generator.py emits the four ordered payloads; launch_script_writer.py writes launch.sh that reads $ANTHROPIC_API_KEY at runtime and never embeds it; payload_validator.py runs a pre-launch check including an API-key-leak scan. No tool in this skill makes network calls — the user runs launch.sh themselves. Distinct from interview (planning) and grade-iterate (the outcome loop).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"phase 2 — stage → launch phase 2 of building a claude managed agent — turn a validated build sheet into exact api payloads and a resumable byok curl launch script, then launch (environment → agent → session → kickoff) using the founder's own anthropic key. use when the user says \"launch it\", \"deploy the agent\", \"create the agent now\", or when the orchestrator routes phase=stage-launch. payload_generator.py emits the four ordered payloads; launch_script_writer.py writes launch.sh that reads $anthropic_api_key at runtime and never embeds it; payload_validator.py runs a pre-launch check including an api-key-leak scan. no tool in this skill makes network calls — the user runs launch.sh themselves. distinct from interview (planning) and grade-iterate (the outcome loop). stage-launch business & ops "},{"slug":"grade-iterate","kind":"skill","name":"Phase 3 — Grade → Iterate (the bounded loop)","tagline":"Phase 3 of building a Claude Managed Agent — the bounded grade→iterate loop. Define a CMA outcome (a required markdown rubric graded by an isolated grader), read each verdict, decide the next move (sharpen / re-run / promote to schedule), and once a version passes, run held-back eval cases in parallel. Use when the user says \"grade my agent\", \"make it pass the rubric\", \"iterate until it's good\", \"is it good enough\", or when the orchestrator routes phase=grade-iterate. outcome_builder.py builds the user.define_outcome payload (rubric required, max_iterations clamped 1..20 — never unbounded); verdict_reader.py reads the grader result and recommends the next move; eval_scaffold.py generates held-back cases + a parallel run plan (capped at the 25-thread CMA ceiling). Distinct from stage-launch (first launch) and run-without-you (scheduling).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"phase 3 — grade → iterate (the bounded loop) phase 3 of building a claude managed agent — the bounded grade→iterate loop. define a cma outcome (a required markdown rubric graded by an isolated grader), read each verdict, decide the next move (sharpen / re-run / promote to schedule), and once a version passes, run held-back eval cases in parallel. use when the user says \"grade my agent\", \"make it pass the rubric\", \"iterate until it's good\", \"is it good enough\", or when the orchestrator routes phase=grade-iterate. outcome_builder.py builds the user.define_outcome payload (rubric required, max_iterations clamped 1..20 — never unbounded); verdict_reader.py reads the grader result and recommends the next move; eval_scaffold.py generates held-back cases + a parallel run plan (capped at the 25-thread cma ceiling). distinct from stage-launch (first launch) and run-without-you (scheduling). grade-iterate data & ai "},{"slug":"run-without-you","kind":"skill","name":"Phase 4 — Run Without You (the recurring loop)","tagline":"Phase 4 of building a Claude Managed Agent — make it run without you. Turn a graded agent into a recurring scheduled deployment (POSIX-cron), an event-driven curl trigger, or confirmed on-demand use, then finalize the versioned roadmap. Use when the user says \"run it every morning\", \"put it on a schedule\", \"nightly\", \"weekly\", \"automate this\", \"make it recurring\", or when the orchestrator routes phase=run-without-you. deployment_builder.py builds the POST /v1/deployments payload (initial_events must include user.message; optionally nests a user.define_outcome so each firing self-grades); cron_validator.py validates the 5-field cron + IANA timezone and prints the wall-clock DST note; next_directions_writer.py writes NEXT-DIRECTIONS.md. No tool makes API calls — the deployment is created via BYOK curl. Distinct from grade-iterate (the in-session loop) and wrap-up (closeout).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/jobs-queues","taskName":"Jobs & queues","hay":"phase 4 — run without you (the recurring loop) phase 4 of building a claude managed agent — make it run without you. turn a graded agent into a recurring scheduled deployment (posix-cron), an event-driven curl trigger, or confirmed on-demand use, then finalize the versioned roadmap. use when the user says \"run it every morning\", \"put it on a schedule\", \"nightly\", \"weekly\", \"automate this\", \"make it recurring\", or when the orchestrator routes phase=run-without-you. deployment_builder.py builds the post /v1/deployments payload (initial_events must include user.message; optionally nests a user.define_outcome so each firing self-grades); cron_validator.py validates the 5-field cron + iana timezone and prints the wall-clock dst note; next_directions_writer.py writes next-directions.md. no tool makes api calls — the deployment is created via byok curl. distinct from grade-iterate (the in-session loop) and wrap-up (closeout). run-without-you coding "},{"slug":"pw","kind":"skill","name":"Playwright Pro","tagline":"Production-grade Playwright testing toolkit. Use when the user mentions Playwright tests, end-to-end testing, browser automation, fixing flaky tests, test migration, CI/CD testing, or test suites. Generate tests, fix flaky failures, migrate from Cypress/Selenium, sync with TestRail, run on BrowserStack. 55 templates, 3 agents, smart reporting.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"playwright pro production-grade playwright testing toolkit. use when the user mentions playwright tests, end-to-end testing, browser automation, fixing flaky tests, test migration, ci/cd testing, or test suites. generate tests, fix flaky failures, migrate from cypress/selenium, sync with testrail, run on browserstack. 55 templates, 3 agents, smart reporting. pw coding "},{"slug":"popup-cro","kind":"skill","name":"Popup CRO","tagline":"When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also use when the user mentions \"exit intent,\" \"popup conversions,\" \"modal optimization,\" \"lead capture popup,\" \"email popup,\" \"announcement banner,\" or \"overlay.\" For forms outside of popups, see form-cro. For general page conversion optimization, see page-cro.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"popup cro when the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. also use when the user mentions \"exit intent,\" \"popup conversions,\" \"modal optimization,\" \"lead capture popup,\" \"email popup,\" \"announcement banner,\" or \"overlay.\" for forms outside of popups, see form-cro. for general page conversion optimization, see page-cro. popup-cro marketing "},{"slug":"pr-review-expert","kind":"skill","name":"PR review expert","tagline":"Use when the user asks to review pull requests, analyze code changes, check for security issues in PRs, or assess code quality of diffs.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"pr review expert use when the user asks to review pull requests, analyze code changes, check for security issues in prs, or assess code quality of diffs. pr-review-expert coding "},{"slug":"pricing-strategist","kind":"skill","name":"Pricing strategist","tagline":"Use when designing or revisiting product pricing — selecting a pricing model (subscription seat-based, usage-based, value-based, freemium, or hybrid), running Van Westendorp Price Sensitivity Meter analysis on WTP survey data, or designing Good/Better/Best packaging tiers. Recommends a model and a price range with trade-offs, never a single number. For Commercial leads, Product Marketing, and CMOs at the pricing-design moment — not deal-by-deal discounting, not brand positioning.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"pricing strategist use when designing or revisiting product pricing — selecting a pricing model (subscription seat-based, usage-based, value-based, freemium, or hybrid), running van westendorp price sensitivity meter analysis on wtp survey data, or designing good/better/best packaging tiers. recommends a model and a price range with trade-offs, never a single number. for commercial leads, product marketing, and cmos at the pricing-design moment — not deal-by-deal discounting, not brand positioning. pricing-strategist sales & ecommerce "},{"slug":"pricing-strategy-2","kind":"skill","name":"Pricing strategy","tagline":"Design, optimize, and communicate SaaS pricing — tier structure, value metrics, pricing pages, and price increase strategy. Use when building a pricing model from scratch, redesigning existing pricing, planning a price increase, or improving a pricing page. Trigger keywords: pricing tiers, pricing page, price increase, packaging, value metric, per seat pricing, usage-based pricing, freemium, good-better-best, pricing strategy, monetization, pricing page conversion, Van Westendorp. NOT for broader product strategy — use product-strategist for that. NOT for customer success or renewals — use customer-success-manager for expansion revenue.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"pricing strategy design, optimize, and communicate saas pricing — tier structure, value metrics, pricing pages, and price increase strategy. use when building a pricing model from scratch, redesigning existing pricing, planning a price increase, or improving a pricing page. trigger keywords: pricing tiers, pricing page, price increase, packaging, value metric, per seat pricing, usage-based pricing, freemium, good-better-best, pricing strategy, monetization, pricing page conversion, van westendorp. not for broader product strategy — use product-strategist for that. not for customer success or renewals — use customer-success-manager for expansion revenue. pricing-strategy-2 marketing "},{"slug":"process-mapper","kind":"skill","name":"Process mapper","tagline":"Use when a BizOps lead, COO, or process-improvement owner needs to document an end-to-end business process (procurement, employee onboarding, incident handoff, customer-onboarding, claims adjudication) in BPMN-style notation, measure cycle times by stage, surface where work spends most of its time waiting vs. being worked, and quantify the gap between processing time and total elapsed time. Pairs Lean / Six Sigma / Theory-of-Constraints canon with deterministic stdlib-only Python tools to produce a process map, a ranked bottleneck list (with severity + root-cause hypothesis), and a cycle-time analysis (P50, P90, value-add ratio, Little's-Law throughput). Distinct from sales-pipeline, system-reliability (SLO), and strategic-OKR work — this is tactical process documentation for internal operations.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"process mapper use when a bizops lead, coo, or process-improvement owner needs to document an end-to-end business process (procurement, employee onboarding, incident handoff, customer-onboarding, claims adjudication) in bpmn-style notation, measure cycle times by stage, surface where work spends most of its time waiting vs. being worked, and quantify the gap between processing time and total elapsed time. pairs lean / six sigma / theory-of-constraints canon with deterministic stdlib-only python tools to produce a process map, a ranked bottleneck list (with severity + root-cause hypothesis), and a cycle-time analysis (p50, p90, value-add ratio, little's-law throughput). distinct from sales-pipeline, system-reliability (slo), and strategic-okr work — this is tactical process documentation for internal operations. process-mapper uncategorised "},{"slug":"procurement-optimizer","kind":"skill","name":"Procurement Optimizer — Spend Categorization + Supplier Rationalization","tagline":"Use when running an annual SaaS audit, doing category-level spend review, or rationalizing the supplier base — when the user needs a spend audit, spend categorization (UNSPSC-aligned with Pareto breakdown and industry profiles), purchasing-cycle analysis (bottleneck categories per Goldratt's Theory of Constraints), or risk-balanced supplier consolidation that refuses single-source recommendations for tier-1 categories without a documented break-glass plan. Triggers on \"spend audit\", \"SaaS audit\", \"spend categorization\", \"supplier rationalization\", \"supplier consolidation\", \"category strategy\", \"duplicate SaaS\", \"renewal cluster\".","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"procurement optimizer — spend categorization + supplier rationalization use when running an annual saas audit, doing category-level spend review, or rationalizing the supplier base — when the user needs a spend audit, spend categorization (unspsc-aligned with pareto breakdown and industry profiles), purchasing-cycle analysis (bottleneck categories per goldratt's theory of constraints), or risk-balanced supplier consolidation that refuses single-source recommendations for tier-1 categories without a documented break-glass plan. triggers on \"spend audit\", \"saas audit\", \"spend categorization\", \"supplier rationalization\", \"supplier consolidation\", \"category strategy\", \"duplicate saas\", \"renewal cluster\". procurement-optimizer sales & ecommerce "},{"slug":"product-analytics","kind":"skill","name":"Product analytics","tagline":"Use when defining product KPIs, building metric dashboards, running cohort or retention analysis, or interpreting feature adoption trends across product stages.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"product analytics use when defining product kpis, building metric dashboards, running cohort or retention analysis, or interpreting feature adoption trends across product stages. product-analytics data & ai "},{"slug":"product-discovery","kind":"skill","name":"Product discovery","tagline":"Use when validating product opportunities, mapping assumptions, planning discovery sprints, or testing problem-solution fit before committing delivery resources.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"product discovery use when validating product opportunities, mapping assumptions, planning discovery sprints, or testing problem-solution fit before committing delivery resources. product-discovery business & ops "},{"slug":"product-manager-alirezarezvani","kind":"agent","name":"Product Manager","tagline":"Ships outcomes, not features. Writes specs engineers actually read. Prioritizes ruthlessly. Kills darlings when the data says so. Operates at the intersection of user needs, business goals, and engineering reality. Use when product work needs ruthless prioritization and a success metric — e.g., turning vague stakeholder asks into a 2-page spec, or deciding which of three competing roadmap bets to fund this quarter. (For framework-heavy RICE/PRD tooling, see cs-product-manager.)","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"product manager ships outcomes, not features. writes specs engineers actually read. prioritizes ruthlessly. kills darlings when the data says so. operates at the intersection of user needs, business goals, and engineering reality. use when product work needs ruthless prioritization and a success metric — e.g., turning vague stakeholder asks into a 2-page spec, or deciding which of three competing roadmap bets to fund this quarter. (for framework-heavy rice/prd tooling, see cs-product-manager.) product-manager-alirezarezvani business & ops "},{"slug":"product-manager-toolkit","kind":"skill","name":"Product manager toolkit","tagline":"Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use when prioritizing features, synthesizing user research, writing requirement documentation, or developing product strategy.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"product manager toolkit comprehensive toolkit for product managers including rice prioritization, customer interview analysis, prd templates, discovery frameworks, and go-to-market strategies. use when prioritizing features, synthesizing user research, writing requirement documentation, or developing product strategy. product-manager-toolkit business & ops "},{"slug":"product-research","kind":"skill","name":"Product research","tagline":"Use when planning and synthesizing product/user research as a method-and-repository discipline — selecting the right method for the goal (generative interviews vs usability test vs concept test vs validation), computing method-based saturation/sample size with an explicit confidence level, or synthesizing coded observations into insights while flagging single-source anecdotes. Never fabricates user insight; an insight requires recurrence across independent participants. Distinct from product-team/ux-researcher-designer (persona/journey artifacts), product-discovery (discovery-sprint planning), and experiment-designer (live A/B) — this is the research-ops method + insight-repository layer.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"product research use when planning and synthesizing product/user research as a method-and-repository discipline — selecting the right method for the goal (generative interviews vs usability test vs concept test vs validation), computing method-based saturation/sample size with an explicit confidence level, or synthesizing coded observations into insights while flagging single-source anecdotes. never fabricates user insight; an insight requires recurrence across independent participants. distinct from product-team/ux-researcher-designer (persona/journey artifacts), product-discovery (discovery-sprint planning), and experiment-designer (live a/b) — this is the research-ops method + insight-repository layer. product-research business & ops "},{"slug":"product-strategist","kind":"skill","name":"Product strategist","tagline":"Strategic product leadership toolkit for Head of Product covering OKR cascade generation, quarterly planning, competitive landscape analysis, product vision documents, and team scaling proposals. Use when creating quarterly OKR documents, defining product goals or KPIs, building product roadmaps, running competitive analysis, drafting team structure or hiring plans, aligning product strategy across engineering and design, or generating cascaded goal hierarchies from company to team level.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"product strategist strategic product leadership toolkit for head of product covering okr cascade generation, quarterly planning, competitive landscape analysis, product vision documents, and team scaling proposals. use when creating quarterly okr documents, defining product goals or kpis, building product roadmaps, running competitive analysis, drafting team structure or hiring plans, aligning product strategy across engineering and design, or generating cascaded goal hierarchies from company to team level. product-strategist business & ops "},{"slug":"product-skills","kind":"skill","name":"Product Team — Domain Orchestrator & Discovery Loop","tagline":"Use when coordinating product work across the 12 bundled product sub-skills (RICE, OKRs, UX research, design tokens, competitive teardown, analytics, experiments, discovery, roadmaps, spec-to-repo, landing pages, SaaS scaffolding) or the 4 standalone product-team plugins (user stories, Apple HIG, code-to-PRD, research summarizer). Triggers on 'help me prioritize', 'plan a product experiment', 'we ship features nobody uses', 'run the discovery loop', 'is our OST sound'. Forks context to route to one sub-skill via a deterministic signal router and returns a digest; can also drive a continuous-discovery loop (Torres cadence tracker + OST linter as machine gates) or a full goal→plan→execute→verify→close run through the repo-wide agent-harness. Distinct from project-management (how to deliver vs what to build), marketing/landing (from-scratch pages), and engineering/agent-harness (the generic loop engine this orchestrator plugs into).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"product team — domain orchestrator & discovery loop use when coordinating product work across the 12 bundled product sub-skills (rice, okrs, ux research, design tokens, competitive teardown, analytics, experiments, discovery, roadmaps, spec-to-repo, landing pages, saas scaffolding) or the 4 standalone product-team plugins (user stories, apple hig, code-to-prd, research summarizer). triggers on 'help me prioritize', 'plan a product experiment', 'we ship features nobody uses', 'run the discovery loop', 'is our ost sound'. forks context to route to one sub-skill via a deterministic signal router and returns a digest; can also drive a continuous-discovery loop (torres cadence tracker + ost linter as machine gates) or a full goal→plan→execute→verify→close run through the repo-wide agent-harness. distinct from project-management (how to deliver vs what to build), marketing/landing (from-scratch pages), and engineering/agent-harness (the generic loop engine this orchestrator plugs into). product-skills business & ops "},{"slug":"pm-skills","kind":"skill","name":"Project Management — Domain Orchestrator & Delivery Loop","tagline":"Use when coordinating project-delivery work across the 8 project-management sub-skills — sprint/velocity analytics, portfolio health, Jira/JQL, Confluence, Atlassian admin, templates, meeting analysis, team comms. Triggers on 'our sprints feel off', 'project health report', 'audit our Jira permissions', 'when will it be done', 'run the delivery loop'. Forks context to route to one sub-skill via a deterministic signal router and returns a digest; can also drive a full goal→plan→execute→verify→close delivery loop through the repo-wide agent-harness with Jira MCP data bridged into the domain's analytics tools. Distinct from product-team (what to build vs how to deliver it), business-operations (internal ops), and engineering/agent-harness (the generic loop engine this orchestrator plugs into).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/run-project","taskName":"Project management","hay":"project management — domain orchestrator & delivery loop use when coordinating project-delivery work across the 8 project-management sub-skills — sprint/velocity analytics, portfolio health, jira/jql, confluence, atlassian admin, templates, meeting analysis, team comms. triggers on 'our sprints feel off', 'project health report', 'audit our jira permissions', 'when will it be done', 'run the delivery loop'. forks context to route to one sub-skill via a deterministic signal router and returns a digest; can also drive a full goal→plan→execute→verify→close delivery loop through the repo-wide agent-harness with jira mcp data bridged into the domain's analytics tools. distinct from product-team (what to build vs how to deliver it), business-operations (internal ops), and engineering/agent-harness (the generic loop engine this orchestrator plugs into). pm-skills business & ops "},{"slug":"prompt-engineer-toolkit","kind":"skill","name":"Prompt engineer toolkit","tagline":"Turns marketing prompts into tested, versioned production assets: A/B prompt evaluation against structured test cases, immutable prompt version history with diffs, ready-to-use marketing prompt templates (ad copy, email campaigns, social posts, landing pages, SEO meta), and an LLM-governance playbook for marketing teams (claim discipline, disclosure rules, human-review gates). Use when a marketing team relies on AI-generated content and needs prompt quality to be measurable and safe — or when the user mentions 'prompt engineering,' 'improve my prompts,' 'prompt templates,' 'prompt versioning,' 'AI content workflow,' or 'AI governance for marketing.'","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"prompt engineer toolkit turns marketing prompts into tested, versioned production assets: a/b prompt evaluation against structured test cases, immutable prompt version history with diffs, ready-to-use marketing prompt templates (ad copy, email campaigns, social posts, landing pages, seo meta), and an llm-governance playbook for marketing teams (claim discipline, disclosure rules, human-review gates). use when a marketing team relies on ai-generated content and needs prompt quality to be measurable and safe — or when the user mentions 'prompt engineering,' 'improve my prompts,' 'prompt templates,' 'prompt versioning,' 'ai content workflow,' or 'ai governance for marketing.' prompt-engineer-toolkit marketing "},{"slug":"prompt-governance","kind":"skill","name":"Prompt governance","tagline":"Use when managing prompts in production at scale: versioning prompts, running A/B tests on prompts, building prompt registries, preventing prompt regressions, or creating eval pipelines for production AI features. Triggers: 'manage prompts in production', 'prompt versioning', 'prompt regression', 'prompt A/B test', 'prompt registry', 'eval pipeline'. NOT for writing or improving individual prompts (use senior-prompt-engineer). NOT for RAG pipeline design (use rag-architect). NOT for LLM cost reduction (use llm-cost-optimizer).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"prompt governance use when managing prompts in production at scale: versioning prompts, running a/b tests on prompts, building prompt registries, preventing prompt regressions, or creating eval pipelines for production ai features. triggers: 'manage prompts in production', 'prompt versioning', 'prompt regression', 'prompt a/b test', 'prompt registry', 'eval pipeline'. not for writing or improving individual prompts (use senior-prompt-engineer). not for rag pipeline design (use rag-architect). not for llm cost reduction (use llm-cost-optimizer). prompt-governance data & ai "},{"slug":"pulse","kind":"skill","name":"Pulse — Multi-Source Recency Research","tagline":"Multi-source recency research skill that takes the pulse of any topic across Reddit, Hacker News, the open web, and optionally X/Twitter within a configurable recent window (default 30 days). Forcing intake clarifies topic specificity, angle (trend/sentiment/problems/opportunities/comparison), time window, and platform scope before searching. Returns a synthesized briefing with citations, engagement metrics, and cross-platform pattern analysis. Use when the user requests multi-source recency intelligence on a topic (e.g., 'pulse on [topic]', 'what's happening with [topic]', 'what are people saying about [topic]', 'current conversation about [topic]', 'take the pulse of [topic]', 'trending: [topic]', 'find me info on [topic]'), and for competitor research, trend discovery, tool comparisons, and audience sentiment analysis.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"pulse — multi-source recency research multi-source recency research skill that takes the pulse of any topic across reddit, hacker news, the open web, and optionally x/twitter within a configurable recent window (default 30 days). forcing intake clarifies topic specificity, angle (trend/sentiment/problems/opportunities/comparison), time window, and platform scope before searching. returns a synthesized briefing with citations, engagement metrics, and cross-platform pattern analysis. use when the user requests multi-source recency intelligence on a topic (e.g., 'pulse on [topic]', 'what's happening with [topic]', 'what are people saying about [topic]', 'current conversation about [topic]', 'take the pulse of [topic]', 'trending: [topic]', 'find me info on [topic]'), and for competitor research, trend discovery, tool comparisons, and audience sentiment analysis. pulse business & ops "},{"slug":"qms-audit-expert","kind":"skill","name":"Qms audit expert","tagline":"ISO 13485 internal audit expertise for medical device QMS. Covers audit planning, execution, nonconformity classification, and CAPA verification. Use when planning internal audits, executing audits, classifying findings, preparing for external audits, or managing an audit program.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"qms audit expert iso 13485 internal audit expertise for medical device qms. covers audit planning, execution, nonconformity classification, and capa verification. use when planning internal audits, executing audits, classifying findings, preparing for external audits, or managing an audit program. qms-audit-expert business & ops "},{"slug":"quality-documentation-manager","kind":"skill","name":"Quality documentation manager","tagline":"Document control system management for medical device QMS. Covers document numbering, version control, change management, and 21 CFR Part 11 compliance. Use when working on document control procedures, change control workflows, document numbering, version management, electronic signature compliance, or regulatory documentation review.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/write-dev-docs","taskName":"Developer docs","hay":"quality documentation manager document control system management for medical device qms. covers document numbering, version control, change management, and 21 cfr part 11 compliance. use when working on document control procedures, change control workflows, document numbering, version management, electronic signature compliance, or regulatory documentation review. quality-documentation-manager business & ops "},{"slug":"quality-manager-qms-iso13485","kind":"skill","name":"Quality Manager - QMS ISO 13485 Specialist","tagline":"ISO 13485 Quality Management System implementation and maintenance for medical device organizations. Provides QMS design, documentation control, internal auditing, CAPA management, and certification support. Use when working with medical device quality systems, preparing for ISO 13485 audits, managing regulatory compliance documentation, setting up corrective actions, or building audit preparation programs. Useful for quality management, audit preparation, regulatory compliance, medical device documentation, and corrective action workflows.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/write-dev-docs","taskName":"Developer docs","hay":"quality manager - qms iso 13485 specialist iso 13485 quality management system implementation and maintenance for medical device organizations. provides qms design, documentation control, internal auditing, capa management, and certification support. use when working with medical device quality systems, preparing for iso 13485 audits, managing regulatory compliance documentation, setting up corrective actions, or building audit preparation programs. useful for quality management, audit preparation, regulatory compliance, medical device documentation, and corrective action workflows. quality-manager-qms-iso13485 business & ops "},{"slug":"rag-architect","kind":"skill","name":"Rag architect","tagline":"Use when the user asks to design a RAG pipeline, choose a chunking strategy or embedding model, pick a vector database, or evaluate retrieval quality (precision@k, recall@k, NDCG). Examples: 'design a RAG system for our docs', 'what chunk size should I use for this corpus', 'evaluate my retriever against ground truth'. NOT for general LLM cost tuning (use llm-cost-optimizer) or agent loops over retrieval (use agenthub).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"rag architect use when the user asks to design a rag pipeline, choose a chunking strategy or embedding model, pick a vector database, or evaluate retrieval quality (precision@k, recall@k, ndcg). examples: 'design a rag system for our docs', 'what chunk size should i use for this corpus', 'evaluate my retriever against ground truth'. not for general llm cost tuning (use llm-cost-optimizer) or agent loops over retrieval (use agenthub). rag-architect data & ai "},{"slug":"red-team","kind":"skill","name":"Red team","tagline":"Use when planning or executing authorized red team engagements, attack path analysis, or offensive security simulations. Covers MITRE ATT&CK kill-chain planning, technique scoring, choke point identification, OPSEC risk assessment, and crown jewel targeting.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"red team use when planning or executing authorized red team engagements, attack path analysis, or offensive security simulations. covers mitre att&ck kill-chain planning, technique scoring, choke point identification, opsec risk assessment, and crown jewel targeting. red-team business & ops "},{"slug":"referral-program-2","kind":"skill","name":"Referral program","tagline":"When the user wants to design, launch, or optimize a referral or affiliate program. Use when they mention 'referral program,' 'affiliate program,' 'word of mouth,' 'refer a friend,' 'incentive program,' 'customer referrals,' 'brand ambassador,' 'partner program,' 'referral link,' or 'growth through referrals.' Covers program mechanics, incentive design, and optimization — not just the idea of referrals but the actual system.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/run-affiliate","taskName":"Affiliate programs","hay":"referral program when the user wants to design, launch, or optimize a referral or affiliate program. use when they mention 'referral program,' 'affiliate program,' 'word of mouth,' 'refer a friend,' 'incentive program,' 'customer referrals,' 'brand ambassador,' 'partner program,' 'referral link,' or 'growth through referrals.' covers program mechanics, incentive design, and optimization — not just the idea of referrals but the actual system. referral-program-2 marketing "},{"slug":"reflect","kind":"skill","name":"Reflect — Mid-Conversation Reassessment","tagline":"Mid-conversation reflection skill that pauses execution and zooms out from detail-mode to honestly reassess direction, assumptions, and bias. Use when the user says 'reflect', 'take a step back', 'step back', 'zoom out', 'are we missing something', 'bigger picture', 'sanity check this', 'are we on track', 'are we overthinking this', 'forest for the trees', or any variation signaling intent to break out of detail-mode and reassess. Also trigger when the conversation has gone deep on implementation details without strategic check-in, or when the user shows signs of being stuck — that's often a signal the framing needs a reset, not more detail work. Intentionally low-intake: runs the 5-dimension analysis immediately when prior context is rich enough; asks one forcing clarifier only when invocation context is too thin to reassess from.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"reflect — mid-conversation reassessment mid-conversation reflection skill that pauses execution and zooms out from detail-mode to honestly reassess direction, assumptions, and bias. use when the user says 'reflect', 'take a step back', 'step back', 'zoom out', 'are we missing something', 'bigger picture', 'sanity check this', 'are we on track', 'are we overthinking this', 'forest for the trees', or any variation signaling intent to break out of detail-mode and reassess. also trigger when the conversation has gone deep on implementation details without strategic check-in, or when the user shows signs of being stuck — that's often a signal the framing needs a reset, not more detail work. intentionally low-intake: runs the 5-dimension analysis immediately when prior context is rich enough; asks one forcing clarifier only when invocation context is too thin to reassess from. reflect uncategorised "},{"slug":"ra-qm-skills","kind":"skill","name":"Regulatory Affairs & Quality Management Skills — Router","tagline":"Router/index for the 15 regulatory & quality-management skills bundled in this plugin (ISO 13485 QMS, EU MDR 2017/745, FDA submissions under QMSR, ISO 14971 risk, CAPA, document control, ISO 27001/ISMS, ISO 42001 AIMS, EU AI Act, GDPR/DSGVO, SOC 2, auditing). Use when a compliance request doesn't obviously match one skill and you need to pick the right one (e.g., 'prepare us for an ISO 13485 audit', 'is my AI system high-risk under the AI Act').","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"legal","deptName":"Legal & compliance","task":"legal/meet-regulation","taskName":"Regulation & privacy","hay":"regulatory affairs & quality management skills — router router/index for the 15 regulatory & quality-management skills bundled in this plugin (iso 13485 qms, eu mdr 2017/745, fda submissions under qmsr, iso 14971 risk, capa, document control, iso 27001/isms, iso 42001 aims, eu ai act, gdpr/dsgvo, soc 2, auditing). use when a compliance request doesn't obviously match one skill and you need to pick the right one (e.g., 'prepare us for an iso 13485 audit', 'is my ai system high-risk under the ai act'). ra-qm-skills business & ops "},{"slug":"research","kind":"skill","name":"Research — Hybrid Router + Fallback","tagline":"Default entry point for any research request — a hybrid router that classifies the question deterministically and either delegates to a specialist research skill (pulse for trends/sentiment, grants for NIH funding, litreview for academic literature, syllabus for course reading, patent for prior-art + IP landscape, dossier for entity research, deepread for evidence-first reading of supplied documents) or runs its own plan-decompose-multi-source-search-synthesize-cite fallback workflow when no specialist matches. Always surfaces the routing decision so users can override. Use when the user makes any research request that doesn't obviously match a more-specific specialist skill (e.g., \"research [topic]\", \"look into [topic]\", \"what do we know about [topic]\", \"investigate [topic]\", \"find me information on [topic]\", \"do some research on [topic]\", \"I need to understand [topic]\"). Output is a markdown briefing (default) or .docx document (on request) with full citations and an audit log.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"research — hybrid router + fallback default entry point for any research request — a hybrid router that classifies the question deterministically and either delegates to a specialist research skill (pulse for trends/sentiment, grants for nih funding, litreview for academic literature, syllabus for course reading, patent for prior-art + ip landscape, dossier for entity research, deepread for evidence-first reading of supplied documents) or runs its own plan-decompose-multi-source-search-synthesize-cite fallback workflow when no specialist matches. always surfaces the routing decision so users can override. use when the user makes any research request that doesn't obviously match a more-specific specialist skill (e.g., \"research [topic]\", \"look into [topic]\", \"what do we know about [topic]\", \"investigate [topic]\", \"find me information on [topic]\", \"do some research on [topic]\", \"i need to understand [topic]\"). output is a markdown briefing (default) or .docx document (on request) with full citations and an audit log. research business & ops "},{"slug":"research-finance","kind":"skill","name":"Research finance","tagline":"Use when managing the money for an internal R&D program or portfolio — building a multi-period program budget with the F&A (indirect) split, tracking burn rate and runway against value-inflection milestones, or routing R&D cost items to a capitalize-vs-expense determination. Every budget output surfaces its assumptions block; capitalize-vs-expense is decision-support only and routes to a named finance owner — it never books an entry or decides accounting treatment. Distinct from finance/financial-analysis (corporate DCF, close, valuation) and research/grants (funding discovery — this manages money already won).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"research finance use when managing the money for an internal r&d program or portfolio — building a multi-period program budget with the f&a (indirect) split, tracking burn rate and runway against value-inflection milestones, or routing r&d cost items to a capitalize-vs-expense determination. every budget output surfaces its assumptions block; capitalize-vs-expense is decision-support only and routes to a named finance owner — it never books an entry or decides accounting treatment. distinct from finance/financial-analysis (corporate dcf, close, valuation) and research/grants (funding discovery — this manages money already won). research-finance business & ops "},{"slug":"research-ops-skills","kind":"skill","name":"Research Operations — Domain Orchestrator","tagline":"Use when planning, funding, scoping, or synthesizing enterprise research across workstreams — clinical study design, R&D program finance, market sizing/surveys, or product/user research. Triggers on \"design this clinical study\", \"what sample size\", \"R&D budget\", \"burn rate\", \"capitalize or expense\", \"TAM SAM SOM\", \"market sizing\", \"survey design\", \"segment the market\", \"plan user interviews\", \"usability test\", \"synthesize research insights\". Forks context to route to one of four Research-Operations sub-skills (clinical-research, research-finance, market-research, product-research) and returns a digest. Distinct from ra-qm-team (regulatory submission), finance (corporate close/valuation), research/grants (funding discovery), product-team (persona/journey/live experiments), and marketing-skill (campaign analytics).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"research operations — domain orchestrator use when planning, funding, scoping, or synthesizing enterprise research across workstreams — clinical study design, r&d program finance, market sizing/surveys, or product/user research. triggers on \"design this clinical study\", \"what sample size\", \"r&d budget\", \"burn rate\", \"capitalize or expense\", \"tam sam som\", \"market sizing\", \"survey design\", \"segment the market\", \"plan user interviews\", \"usability test\", \"synthesize research insights\". forks context to route to one of four research-operations sub-skills (clinical-research, research-finance, market-research, product-research) and returns a digest. distinct from ra-qm-team (regulatory submission), finance (corporate close/valuation), research/grants (funding discovery), product-team (persona/journey/live experiments), and marketing-skill (campaign analytics). research-ops-skills business & ops "},{"slug":"research-summarizer","kind":"skill","name":"Research summarizer","tagline":"Structured research summarization agent skill for non-dev users. Handles academic papers, web articles, reports, and documentation. Extracts key findings, generates comparative analyses, and produces properly formatted citations. Use when: user wants to summarize a research paper, compare multiple sources, extract citations from documents, or create structured research briefs. Plugin for Claude Code, Codex, Gemini CLI, and OpenClaw.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/write-clearly","taskName":"Clear writing","hay":"research summarizer structured research summarization agent skill for non-dev users. handles academic papers, web articles, reports, and documentation. extracts key findings, generates comparative analyses, and produces properly formatted citations. use when: user wants to summarize a research paper, compare multiple sources, extract citations from documents, or create structured research briefs. plugin for claude code, codex, gemini cli, and openclaw. research-summarizer business & ops "},{"slug":"revenue-operations","kind":"skill","name":"Revenue operations","tagline":"Analyzes sales pipeline health, revenue forecasting accuracy, and go-to-market efficiency metrics for SaaS revenue optimization. Use when analyzing sales pipeline coverage, forecasting revenue, evaluating go-to-market performance, reviewing sales metrics, assessing pipeline analysis, tracking forecast accuracy with MAPE, calculating GTM efficiency, or measuring sales efficiency and unit economics for SaaS teams.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"revenue operations analyzes sales pipeline health, revenue forecasting accuracy, and go-to-market efficiency metrics for saas revenue optimization. use when analyzing sales pipeline coverage, forecasting revenue, evaluating go-to-market performance, reviewing sales metrics, assessing pipeline analysis, tracking forecast accuracy with mape, calculating gtm efficiency, or measuring sales efficiency and unit economics for saas teams. revenue-operations sales & ecommerce "},{"slug":"pw-review","kind":"skill","name":"Review Playwright Tests","tagline":"Review Playwright tests for quality. Use when user says \"review tests\", check test quality\", \"audit tests\", \"improve tests\", \"test code review\", or \"playwright best practices check\".","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"review playwright tests review playwright tests for quality. use when user says \"review tests\", check test quality\", \"audit tests\", \"improve tests\", \"test code review\", or \"playwright best practices check\". pw-review coding "},{"slug":"rfp-responder","kind":"skill","name":"Rfp responder","tagline":"Use when an RFP, RFI, RFQ, security questionnaire, vendor questionnaire, or proposal request arrives and the team needs a structured response — parsing multi-section buyer-dictated requirements (MANDATORY vs WEIGHTED vs NICE-TO-HAVE), building a Shipley-method proof-point matrix mapping each requirement to a verifiable proof point, articulating 3-5 win-themes that ladder up across requirements, and producing a Shipley-derived winrate estimate that informs a bid / no-bid / partner-bid recommendation. For Bid Managers, Proposal Leads, Directors of Sales, and Sales Engineers at the response-strategy moment. Surfaces GAP requirements explicitly — never invents claims. NOT free-form proposal narrative authoring, NOT contract redline, NOT marketing collateral.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"rfp responder use when an rfp, rfi, rfq, security questionnaire, vendor questionnaire, or proposal request arrives and the team needs a structured response — parsing multi-section buyer-dictated requirements (mandatory vs weighted vs nice-to-have), building a shipley-method proof-point matrix mapping each requirement to a verifiable proof point, articulating 3-5 win-themes that ladder up across requirements, and producing a shipley-derived winrate estimate that informs a bid / no-bid / partner-bid recommendation. for bid managers, proposal leads, directors of sales, and sales engineers at the response-strategy moment. surfaces gap requirements explicitly — never invents claims. not free-form proposal narrative authoring, not contract redline, not marketing collateral. rfp-responder sales & ecommerce "},{"slug":"risk-management-specialist","kind":"skill","name":"Risk management specialist","tagline":"Medical device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use when user mentions risk management, ISO 14971, risk analysis, FMEA, fault tree analysis, hazard identification, risk control, risk matrix, benefit-risk analysis, residual risk, risk acceptability, or post-market risk.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"risk management specialist medical device risk management specialist implementing iso 14971 throughout product lifecycle. provides risk analysis, risk evaluation, risk control, and post-production information analysis. use when user mentions risk management, iso 14971, risk analysis, fmea, fault tree analysis, hazard identification, risk control, risk matrix, benefit-risk analysis, residual risk, risk acceptability, or post-market risk. risk-management-specialist business & ops "},{"slug":"roadmap-communicator","kind":"skill","name":"Roadmap communicator","tagline":"Use when preparing roadmap narratives, release notes, changelogs, or stakeholder updates tailored for executives, engineering teams, and customers.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"roadmap communicator use when preparing roadmap narratives, release notes, changelogs, or stakeholder updates tailored for executives, engineering teams, and customers. roadmap-communicator business & ops "},{"slug":"roast","kind":"skill","name":"Roast — 5-Angle Idea Panel → One Verdict","tagline":"Use when someone asks to roast an idea, pressure-test or stress-test an idea, validate a business idea, \"convene the panel\", get a brutal second opinion before building something, or says \"/roast\". Spins up a 5-angle panel (Critic, Champion, Analyst, Investigator, Customer) that attacks the idea from every angle, then a Judge returns one GO / RESHAPE / KILL verdict with the cheapest test to de-risk it.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"roast — 5-angle idea panel → one verdict use when someone asks to roast an idea, pressure-test or stress-test an idea, validate a business idea, \"convene the panel\", get a brutal second opinion before building something, or says \"/roast\". spins up a 5-angle panel (critic, champion, analyst, investigator, customer) that attacks the idea from every angle, then a judge returns one go / reshape / kill verdict with the cheapest test to de-risk it. roast uncategorised "},{"slug":"runbook-generator","kind":"skill","name":"Runbook generator","tagline":"Generate operational runbooks from a service name — deployment, incident response, maintenance, and rollback workflows. Templated structure customizable per environment. Use when documenting on-call procedures for a new service, standardizing incident response across teams, or producing runbooks before launching to production.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"runbook generator generate operational runbooks from a service name — deployment, incident response, maintenance, and rollback workflows. templated structure customizable per environment. use when documenting on-call procedures for a new service, standardizing incident response across teams, or producing runbooks before launching to production. runbook-generator coding "},{"slug":"saas-metrics-coach","kind":"skill","name":"SAAS metrics coach","tagline":"SaaS financial health advisor. Use when a user shares revenue or customer numbers, or mentions ARR, MRR, churn, LTV, CAC, NRR, or asks how their SaaS business is doing.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"saas metrics coach saas financial health advisor. use when a user shares revenue or customer numbers, or mentions arr, mrr, churn, ltv, cac, nrr, or asks how their saas business is doing. saas-metrics-coach business & ops "},{"slug":"saas-scaffolder","kind":"skill","name":"SAAS scaffolder","tagline":"Generates complete, production-ready SaaS project boilerplate including authentication, database schemas, billing integration, API routes, and a working dashboard using Next.js 14+ App Router, TypeScript, Tailwind CSS, shadcn/ui, Drizzle ORM, and Stripe. Use when the user wants to create a new SaaS app, start a subscription-based web project, scaffold a Next.js application, or mentions terms like starter template, boilerplate, new project, or wiring up auth and payments.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/web-framework","taskName":"Web frameworks","hay":"saas scaffolder generates complete, production-ready saas project boilerplate including authentication, database schemas, billing integration, api routes, and a working dashboard using next.js 14+ app router, typescript, tailwind css, shadcn/ui, drizzle orm, and stripe. use when the user wants to create a new saas app, start a subscription-based web project, scaffold a next.js application, or mentions terms like starter template, boilerplate, new project, or wiring up auth and payments. saas-scaffolder coding "},{"slug":"sales-engineer-3","kind":"skill","name":"Sales Engineer Skill","tagline":"Analyzes RFP/RFI responses for coverage gaps, builds competitive feature comparison matrices, and plans proof-of-concept (POC) engagements for pre-sales engineering. Use when responding to RFPs, bids, or proposal requests; comparing product features against competitors; planning or scoring a customer POC or sales demo; preparing a technical proposal; or performing win/loss competitor analysis. Handles tasks described as 'RFP response', 'bid response', 'proposal response', 'competitor comparison', 'feature matrix', 'POC planning', 'sales demo prep', or 'pre-sales engineering'.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"sales engineer skill analyzes rfp/rfi responses for coverage gaps, builds competitive feature comparison matrices, and plans proof-of-concept (poc) engagements for pre-sales engineering. use when responding to rfps, bids, or proposal requests; comparing product features against competitors; planning or scoring a customer poc or sales demo; preparing a technical proposal; or performing win/loss competitor analysis. handles tasks described as 'rfp response', 'bid response', 'proposal response', 'competitor comparison', 'feature matrix', 'poc planning', 'sales demo prep', or 'pre-sales engineering'. sales-engineer-3 sales & ecommerce "},{"slug":"sample-skill","kind":"skill","name":"Sample Text Processor","tagline":"Reference BASIC-tier skill used as a fixture by skill-tester. Counts words and characters and applies basic text transformations. Use when validating skill-tester itself or when you need a minimal, known-good skill layout to copy. Not a production skill.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"sample text processor reference basic-tier skill used as a fixture by skill-tester. counts words and characters and applies basic text transformations. use when validating skill-tester itself or when you need a minimal, known-good skill layout to copy. not a production skill. sample-skill coding "},{"slug":"scenario-war-room","kind":"skill","name":"Scenario war room","tagline":"Cross-functional what-if modeling for cascading multi-variable scenarios. Unlike single-assumption stress testing, this models compound adversity across all business functions simultaneously. Use when facing complex risk scenarios, strategic decisions with major downside, or when the user asks 'what if X AND Y both happen?'","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"scenario war room cross-functional what-if modeling for cascading multi-variable scenarios. unlike single-assumption stress testing, this models compound adversity across all business functions simultaneously. use when facing complex risk scenarios, strategic decisions with major downside, or when the user asks 'what if x and y both happen?' scenario-war-room business & ops "},{"slug":"schema-markup-2","kind":"skill","name":"Schema Markup Implementation","tagline":"When the user wants to implement, audit, or validate structured data (schema markup) on their website. Use when the user mentions 'structured data,' 'schema.org,' 'JSON-LD,' 'rich results,' 'rich snippets,' 'schema markup,' 'FAQ schema,' 'Product schema,' 'HowTo schema,' or 'structured data errors in Search Console.' Also use when someone asks why their content isn't showing rich results or wants to improve AI search visibility. NOT for general SEO audits (use seo-audit) or technical SEO crawl issues (use site-architecture).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"schema markup implementation when the user wants to implement, audit, or validate structured data (schema markup) on their website. use when the user mentions 'structured data,' 'schema.org,' 'json-ld,' 'rich results,' 'rich snippets,' 'schema markup,' 'faq schema,' 'product schema,' 'howto schema,' or 'structured data errors in search console.' also use when someone asks why their content isn't showing rich results or wants to improve ai search visibility. not for general seo audits (use seo-audit) or technical seo crawl issues (use site-architecture). schema-markup-2 marketing "},{"slug":"scrum-master-2","kind":"skill","name":"Scrum Master Expert","tagline":"Advanced Scrum Master skill for data-driven agile team analysis and coaching. Use when the user asks about sprint planning, velocity tracking, retrospectives, standup facilitation, backlog grooming, story points, burndown charts, blocker resolution, or agile team health. Runs Python scripts to analyse sprint JSON exports from Jira or similar tools: velocity_analyzer.py for Monte Carlo sprint forecasting, sprint_health_scorer.py for multi-dimension health scoring, and retrospective_analyzer.py for action-item and theme tracking. Produces confidence-interval forecasts, health grade reports, and improvement-velocity trends for high-performing Scrum teams.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"scrum master expert advanced scrum master skill for data-driven agile team analysis and coaching. use when the user asks about sprint planning, velocity tracking, retrospectives, standup facilitation, backlog grooming, story points, burndown charts, blocker resolution, or agile team health. runs python scripts to analyse sprint json exports from jira or similar tools: velocity_analyzer.py for monte carlo sprint forecasting, sprint_health_scorer.py for multi-dimension health scoring, and retrospective_analyzer.py for action-item and theme tracking. produces confidence-interval forecasts, health grade reports, and improvement-velocity trends for high-performing scrum teams. scrum-master-2 business & ops "},{"slug":"security-pen-testing","kind":"skill","name":"Security Penetration Testing","tagline":"Use when the user asks to perform security audits, penetration testing, vulnerability scanning, OWASP Top 10 checks, or offensive security assessments. Covers static analysis, dependency scanning, secret detection, API security testing, and pen test report generation.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"security penetration testing use when the user asks to perform security audits, penetration testing, vulnerability scanning, owasp top 10 checks, or offensive security assessments. covers static analysis, dependency scanning, secret detection, api security testing, and pen test report generation. security-pen-testing security "},{"slug":"self-improving-agent","kind":"skill","name":"Self improving agent","tagline":"Curate Claude Code's auto-memory into durable project knowledge. Analyze MEMORY.md for patterns, promote proven learnings to CLAUDE.md and .claude/rules/, extract recurring solutions into reusable skills. Use when: (1) reviewing what Claude has learned about your project, (2) graduating a pattern from notes to enforced rules, (3) turning a debugging solution into a skill, (4) checking memory health and capacity.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/keep-notes","taskName":"Notes & knowledge","hay":"self improving agent curate claude code's auto-memory into durable project knowledge. analyze memory.md for patterns, promote proven learnings to claude.md and .claude/rules/, extract recurring solutions into reusable skills. use when: (1) reviewing what claude has learned about your project, (2) graduating a pattern from notes to enforced rules, (3) turning a debugging solution into a skill, (4) checking memory health and capacity. self-improving-agent business & ops "},{"slug":"self-eval","kind":"skill","name":"Self-Eval: Honest Work Evaluation","tagline":"Honestly evaluate AI work quality using a two-axis scoring system. Use after completing a task, code review, or work session to get an unbiased assessment. Detects score inflation, forces devil's advocate reasoning, and persists scores across sessions.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"self-eval: honest work evaluation honestly evaluate ai work quality using a two-axis scoring system. use after completing a task, code review, or work session to get an unbiased assessment. detects score inflation, forces devil's advocate reasoning, and persists scores across sessions. self-eval coding "},{"slug":"senior-architect","kind":"skill","name":"Senior architect","tagline":"This skill should be used when the user asks to \"design system architecture\", \"evaluate microservices vs monolith\", \"create architecture diagrams\", \"analyze dependencies\", \"choose a database\", \"plan for scalability\", \"make technical decisions\", or \"review system design\". Use for architecture decision records (ADRs), tech stack evaluation, system design reviews, dependency analysis, and generating architecture diagrams in Mermaid, PlantUML, or ASCII format.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"senior architect this skill should be used when the user asks to \"design system architecture\", \"evaluate microservices vs monolith\", \"create architecture diagrams\", \"analyze dependencies\", \"choose a database\", \"plan for scalability\", \"make technical decisions\", or \"review system design\". use for architecture decision records (adrs), tech stack evaluation, system design reviews, dependency analysis, and generating architecture diagrams in mermaid, plantuml, or ascii format. senior-architect coding "},{"slug":"senior-backend","kind":"skill","name":"Senior Backend Engineer","tagline":"Designs and implements backend systems including REST APIs, microservices, database architectures, authentication flows, and security hardening. Use when the user asks to \"design REST APIs\", \"optimize database queries\", \"implement authentication\", \"build microservices\", \"review backend code\", \"set up GraphQL\", \"handle database migrations\", or \"load test APIs\". Covers Node.js/Express/Fastify development, PostgreSQL optimization, API security, and backend architecture patterns.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"senior backend engineer designs and implements backend systems including rest apis, microservices, database architectures, authentication flows, and security hardening. use when the user asks to \"design rest apis\", \"optimize database queries\", \"implement authentication\", \"build microservices\", \"review backend code\", \"set up graphql\", \"handle database migrations\", or \"load test apis\". covers node.js/express/fastify development, postgresql optimization, api security, and backend architecture patterns. senior-backend coding "},{"slug":"senior-computer-vision","kind":"skill","name":"Senior Computer Vision Engineer","tagline":"Computer vision engineering skill for object detection, image segmentation, and visual AI systems. Covers CNN and Vision Transformer architectures, YOLO/Faster R-CNN/DETR detection, Mask R-CNN/SAM segmentation, and production deployment with ONNX/TensorRT. Includes PyTorch, torchvision, Ultralytics, Detectron2, and MMDetection frameworks. Use when building detection pipelines, training custom models, optimizing inference, or deploying vision systems.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"data","deptName":"Data & analytics","task":"data/analyse-data","taskName":"Data analysis","hay":"senior computer vision engineer computer vision engineering skill for object detection, image segmentation, and visual ai systems. covers cnn and vision transformer architectures, yolo/faster r-cnn/detr detection, mask r-cnn/sam segmentation, and production deployment with onnx/tensorrt. includes pytorch, torchvision, ultralytics, detectron2, and mmdetection frameworks. use when building detection pipelines, training custom models, optimizing inference, or deploying vision systems. senior-computer-vision data & ai "},{"slug":"senior-data-engineer","kind":"skill","name":"Senior data engineer","tagline":"Data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, and modern data stack. Includes data modeling, pipeline orchestration, data quality, and DataOps. Use when designing data architectures, building data pipelines, optimizing data workflows, implementing data governance, or troubleshooting data issues.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/build-pipeline","taskName":"Data pipelines","hay":"senior data engineer data engineering skill for building scalable data pipelines, etl/elt systems, and data infrastructure. expertise in python, sql, spark, airflow, dbt, kafka, and modern data stack. includes data modeling, pipeline orchestration, data quality, and dataops. use when designing data architectures, building data pipelines, optimizing data workflows, implementing data governance, or troubleshooting data issues. senior-data-engineer data & ai "},{"slug":"senior-data-scientist","kind":"skill","name":"Senior data scientist","tagline":"World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics. Covers A/B testing (sample sizing, two-proportion z-tests, Bonferroni correction), difference-in-differences, feature engineering pipelines (Scikit-learn, XGBoost), cross-validated model evaluation (AUC-ROC, AUC-PR, SHAP), and MLflow experiment tracking — using Python (NumPy, Pandas, Scikit-learn), R, and SQL. Use when designing or analysing controlled experiments, building and evaluating classification or regression models, performing causal analysis on observational data, engineering features for structured tabular datasets, or translating statistical findings into data-driven business decisions.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"data","deptName":"Data & analytics","task":"data/analyse-data","taskName":"Data analysis","hay":"senior data scientist world-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics. covers a/b testing (sample sizing, two-proportion z-tests, bonferroni correction), difference-in-differences, feature engineering pipelines (scikit-learn, xgboost), cross-validated model evaluation (auc-roc, auc-pr, shap), and mlflow experiment tracking — using python (numpy, pandas, scikit-learn), r, and sql. use when designing or analysing controlled experiments, building and evaluating classification or regression models, performing causal analysis on observational data, engineering features for structured tabular datasets, or translating statistical findings into data-driven business decisions. senior-data-scientist data & ai "},{"slug":"senior-devops","kind":"skill","name":"Senior devops","tagline":"Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup, infrastructure as code, deployment automation, and monitoring. Use when setting up pipelines, deploying applications, managing infrastructure, implementing monitoring, or optimizing deployment processes.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"senior devops comprehensive devops skill for ci/cd, infrastructure automation, containerization, and cloud platforms (aws, gcp, azure). includes pipeline setup, infrastructure as code, deployment automation, and monitoring. use when setting up pipelines, deploying applications, managing infrastructure, implementing monitoring, or optimizing deployment processes. senior-devops infrastructure & ops "},{"slug":"senior-frontend","kind":"skill","name":"Senior frontend","tagline":"Frontend development skill for React, Next.js, TypeScript, and Tailwind CSS applications. Use when building React components, optimizing Next.js performance, analyzing bundle sizes, scaffolding frontend projects, implementing accessibility, or reviewing frontend code quality.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/web-framework","taskName":"Web frameworks","hay":"senior frontend frontend development skill for react, next.js, typescript, and tailwind css applications. use when building react components, optimizing next.js performance, analyzing bundle sizes, scaffolding frontend projects, implementing accessibility, or reviewing frontend code quality. senior-frontend coding "},{"slug":"senior-fullstack","kind":"skill","name":"Senior fullstack","tagline":"Fullstack development toolkit with project scaffolding for Next.js, FastAPI, MERN, and Django stacks, code quality analysis with security and complexity scoring, and stack selection guidance. Use when the user asks to \"scaffold a new project\", \"create a Next.js app\", \"set up FastAPI with React\", \"analyze code quality\", \"audit my codebase\", \"what stack should I use\", \"generate project boilerplate\", or mentions fullstack development, project setup, or tech stack comparison.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"senior fullstack fullstack development toolkit with project scaffolding for next.js, fastapi, mern, and django stacks, code quality analysis with security and complexity scoring, and stack selection guidance. use when the user asks to \"scaffold a new project\", \"create a next.js app\", \"set up fastapi with react\", \"analyze code quality\", \"audit my codebase\", \"what stack should i use\", \"generate project boilerplate\", or mentions fullstack development, project setup, or tech stack comparison. senior-fullstack coding "},{"slug":"senior-ml-engineer","kind":"skill","name":"Senior ml engineer","tagline":"ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores, drift monitoring, RAG systems, and cost optimization. Use when the user asks about deploying ML models to production, setting up MLOps infrastructure (MLflow, Kubeflow, Kubernetes, Docker), monitoring model performance or drift, building RAG pipelines, or integrating LLM APIs with retry logic and cost controls. Focused on production and operational concerns rather than model research or initial training.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"senior ml engineer ml engineering skill for productionizing models, building mlops pipelines, and integrating llms. covers model deployment, feature stores, drift monitoring, rag systems, and cost optimization. use when the user asks about deploying ml models to production, setting up mlops infrastructure (mlflow, kubeflow, kubernetes, docker), monitoring model performance or drift, building rag pipelines, or integrating llm apis with retry logic and cost controls. focused on production and operational concerns rather than model research or initial training. senior-ml-engineer data & ai "},{"slug":"senior-pm","kind":"skill","name":"Senior Project Management Expert","tagline":"Senior Project Manager for enterprise software, SaaS, and digital transformation projects. Specializes in portfolio management, quantitative risk analysis, resource optimization, stakeholder alignment, and executive reporting. Uses advanced methodologies including EMV analysis, Monte Carlo simulation, WSJF prioritization, and multi-dimensional health scoring. Use when a user needs help with project plans, project status reports, risk assessments, resource allocation, project roadmaps, milestone tracking, team capacity planning, portfolio health reviews, program management, or executive-level project reporting — especially for enterprise-scale initiatives with multiple workstreams, complex dependencies, or multi-million dollar budgets.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"operations","deptName":"Operations","task":"operations/run-project","taskName":"Project management","hay":"senior project management expert senior project manager for enterprise software, saas, and digital transformation projects. specializes in portfolio management, quantitative risk analysis, resource optimization, stakeholder alignment, and executive reporting. uses advanced methodologies including emv analysis, monte carlo simulation, wsjf prioritization, and multi-dimensional health scoring. use when a user needs help with project plans, project status reports, risk assessments, resource allocation, project roadmaps, milestone tracking, team capacity planning, portfolio health reviews, program management, or executive-level project reporting — especially for enterprise-scale initiatives with multiple workstreams, complex dependencies, or multi-million dollar budgets. senior-pm business & ops "},{"slug":"senior-prompt-engineer","kind":"skill","name":"Senior prompt engineer","tagline":"Use when the user asks to optimize prompts, design prompt templates, evaluate LLM outputs with an eval set, measure RAG retrieval quality, validate agent/tool configurations, analyze token usage, or design structured-output contracts. Covers eval-driven prompt iteration, RAG metrics (relevance, faithfulness, coverage), agent workflow validation, and token/cost budgeting — all model-agnostic, with three stdlib Python tools.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"senior prompt engineer use when the user asks to optimize prompts, design prompt templates, evaluate llm outputs with an eval set, measure rag retrieval quality, validate agent/tool configurations, analyze token usage, or design structured-output contracts. covers eval-driven prompt iteration, rag metrics (relevance, faithfulness, coverage), agent workflow validation, and token/cost budgeting — all model-agnostic, with three stdlib python tools. senior-prompt-engineer data & ai "},{"slug":"senior-qa","kind":"skill","name":"Senior QA Engineer","tagline":"Generates unit tests, integration tests, and E2E tests for React/Next.js applications. Scans components to create Jest + React Testing Library test stubs, analyzes Istanbul/LCOV coverage reports to surface gaps, scaffolds Playwright test files from Next.js routes, mocks API calls with MSW, creates test fixtures, and configures test runners. Use when the user asks to \"generate tests\", \"write unit tests\", \"analyze test coverage\", \"scaffold E2E tests\", \"set up Playwright\", \"configure Jest\", \"implement testing patterns\", or \"improve test quality\".","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"senior qa engineer generates unit tests, integration tests, and e2e tests for react/next.js applications. scans components to create jest + react testing library test stubs, analyzes istanbul/lcov coverage reports to surface gaps, scaffolds playwright test files from next.js routes, mocks api calls with msw, creates test fixtures, and configures test runners. use when the user asks to \"generate tests\", \"write unit tests\", \"analyze test coverage\", \"scaffold e2e tests\", \"set up playwright\", \"configure jest\", \"implement testing patterns\", or \"improve test quality\". senior-qa coding "},{"slug":"quality-manager-qmr","kind":"skill","name":"Senior Quality Manager Responsible Person (QMR)","tagline":"Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides quality system governance, management review leadership, regulatory compliance oversight, and quality performance monitoring per ISO 13485 Clause 5.5.2. Use when leading management reviews, setting quality policy and objectives, monitoring quality KPIs and cost of quality, or exercising QMR governance and regulatory oversight responsibilities.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"senior quality manager responsible person (qmr) senior quality manager responsible person (qmr) for healthtech and medtech companies. provides quality system governance, management review leadership, regulatory compliance oversight, and quality performance monitoring per iso 13485 clause 5.5.2. use when leading management reviews, setting quality policy and objectives, monitoring quality kpis and cost of quality, or exercising qmr governance and regulatory oversight responsibilities. quality-manager-qmr business & ops "},{"slug":"senior-secops","kind":"skill","name":"Senior SecOps Engineer","tagline":"Senior SecOps engineer skill for application security, vulnerability management, compliance verification, and secure development practices. Runs SAST/DAST scans, generates CVE remediation plans, checks dependency vulnerabilities, creates security policies, enforces secure coding patterns, and automates compliance checks against SOC2, PCI-DSS, HIPAA, and GDPR. Use when conducting a security review or audit, responding to a CVE or security incident, hardening infrastructure, implementing authentication or secrets management, running penetration test prep, checking OWASP Top 10 exposure, or enforcing security controls in CI/CD pipelines.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"senior secops engineer senior secops engineer skill for application security, vulnerability management, compliance verification, and secure development practices. runs sast/dast scans, generates cve remediation plans, checks dependency vulnerabilities, creates security policies, enforces secure coding patterns, and automates compliance checks against soc2, pci-dss, hipaa, and gdpr. use when conducting a security review or audit, responding to a cve or security incident, hardening infrastructure, implementing authentication or secrets management, running penetration test prep, checking owasp top 10 exposure, or enforcing security controls in ci/cd pipelines. senior-secops security "},{"slug":"senior-security","kind":"skill","name":"Senior Security Engineer — Threat Modeling + Security Router","tagline":"Use when the user asks for STRIDE threat modeling, DREAD risk scoring, data-flow-diagram threat analysis, or a quick secret scan — or when a security request needs routing to the right specialist skill (pen-testing, incident response, cloud posture, red team, AI security, threat hunting, secure code review). This skill owns threat modeling; everything else routes to a sibling.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"senior security engineer — threat modeling + security router use when the user asks for stride threat modeling, dread risk scoring, data-flow-diagram threat analysis, or a quick secret scan — or when a security request needs routing to the right specialist skill (pen-testing, incident response, cloud posture, red team, ai security, threat hunting, secure code review). this skill owns threat modeling; everything else routes to a sibling. senior-security security "},{"slug":"seo-audit-4","kind":"skill","name":"SEO audit","tagline":"When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions \"SEO audit,\" \"technical SEO,\" \"why am I not ranking,\" \"SEO issues,\" \"on-page SEO,\" \"meta tags review,\" or \"SEO health check.\" For building pages at scale to target keywords, see programmatic-seo. For adding structured data, see schema-markup.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo audit when the user wants to audit, review, or diagnose seo issues on their site. also use when the user mentions \"seo audit,\" \"technical seo,\" \"why am i not ranking,\" \"seo issues,\" \"on-page seo,\" \"meta tags review,\" or \"seo health check.\" for building pages at scale to target keywords, see programmatic-seo. for adding structured data, see schema-markup. seo-audit-4 marketing "},{"slug":"signup-flow-cro","kind":"skill","name":"Signup flow CRO","tagline":"When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions \"signup conversions,\" \"registration friction,\" \"signup form optimization,\" \"free trial signup,\" \"reduce signup dropoff,\" or \"account creation flow.\" For post-signup onboarding, see onboarding-cro. For lead capture forms (not account creation), see form-cro.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"signup flow cro when the user wants to optimize signup, registration, account creation, or trial activation flows. also use when the user mentions \"signup conversions,\" \"registration friction,\" \"signup form optimization,\" \"free trial signup,\" \"reduce signup dropoff,\" or \"account creation flow.\" for post-signup onboarding, see onboarding-cro. for lead capture forms (not account creation), see form-cro. signup-flow-cro marketing "},{"slug":"site-architecture-2","kind":"skill","name":"Site Architecture & Internal Linking","tagline":"When the user wants to audit, redesign, or plan their website's structure, URL hierarchy, navigation design, or internal linking strategy. Use when the user mentions 'site architecture,' 'URL structure,' 'internal links,' 'site navigation,' 'breadcrumbs,' 'topic clusters,' 'hub pages,' 'orphan pages,' 'silo structure,' 'information architecture,' or 'website reorganization.' Also use when someone has SEO problems and the root cause is structural (not content or schema). NOT for content strategy decisions about what to write (use content-strategy) or for schema markup (use schema-markup).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"site architecture & internal linking when the user wants to audit, redesign, or plan their website's structure, url hierarchy, navigation design, or internal linking strategy. use when the user mentions 'site architecture,' 'url structure,' 'internal links,' 'site navigation,' 'breadcrumbs,' 'topic clusters,' 'hub pages,' 'orphan pages,' 'silo structure,' 'information architecture,' or 'website reorganization.' also use when someone has seo problems and the root cause is structural (not content or schema). not for content strategy decisions about what to write (use content-strategy) or for schema markup (use schema-markup). site-architecture-2 marketing "},{"slug":"skill-tester","kind":"skill","name":"Skill tester","tagline":"Validate, test, and score the quality of skills within the claude-skills ecosystem. Comprehensive meta-skill: structure validation, Python script testing (syntax + imports + runtime + output format), multi-dimensional quality scoring with letter grades and tier classification (BASIC/STANDARD/POWERFUL). Use when authoring a new skill, auditing existing skills for tier promotion, setting up pre-commit hooks for skill quality, or integrating skill QA into CI.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"skill tester validate, test, and score the quality of skills within the claude-skills ecosystem. comprehensive meta-skill: structure validation, python script testing (syntax + imports + runtime + output format), multi-dimensional quality scoring with letter grades and tier classification (basic/standard/powerful). use when authoring a new skill, auditing existing skills for tier promotion, setting up pre-commit hooks for skill quality, or integrating skill qa into ci. skill-tester coding "},{"slug":"skillopt-sleep-2","kind":"skill","name":"SkillOpt-Sleep: offline self-evolution for a local Claude agent","tagline":"Use when the user wants their Claude agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, memory/skill consolidation, or says things like 'make my agent better the more I use it', 'review my past sessions', 'learn my preferences', 'consolidate what you learned', 'run the sleep cycle', or wants to schedule offline self-optimization. Drives the skillopt_sleep engine: harvest past sessions -> mine recurring tasks -> replay offline -> consolidate validated CLAUDE.md and SKILL.md behind a held-out gate.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"skillopt-sleep: offline self-evolution for a local claude agent use when the user wants their claude agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, memory/skill consolidation, or says things like 'make my agent better the more i use it', 'review my past sessions', 'learn my preferences', 'consolidate what you learned', 'run the sleep cycle', or wants to schedule offline self-optimization. drives the skillopt_sleep engine: harvest past sessions -> mine recurring tasks -> replay offline -> consolidate validated claude.md and skill.md behind a held-out gate. skillopt-sleep-2 coding "},{"slug":"slo-architect","kind":"skill","name":"Slo architect","tagline":"Use when defining, reviewing, or operating SLOs/SLIs/error budgets. Triggers on \"define an SLO\", \"what should our SLO be\", \"error budget\", \"burn rate\", \"SLI\", \"service level objective\", \"Google SRE workbook\", \"multi-window burn-rate alert\", or any reliability-target question. Ships SLO designer, error-budget calculator with multi-window burn-rate thresholds, and SLO reviewer that catches the common bugs (target too aggressive, window too short, conflicting SLOs, no SLI definition). 4 references on SLO principles + SLI design + error budget math + composition with feature-flags-architect/chaos-engineering/kubernetes-operator. NOT a generic observability skill — specifically the SLO discipline.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"slo architect use when defining, reviewing, or operating slos/slis/error budgets. triggers on \"define an slo\", \"what should our slo be\", \"error budget\", \"burn rate\", \"sli\", \"service level objective\", \"google sre workbook\", \"multi-window burn-rate alert\", or any reliability-target question. ships slo designer, error-budget calculator with multi-window burn-rate thresholds, and slo reviewer that catches the common bugs (target too aggressive, window too short, conflicting slos, no sli definition). 4 references on slo principles + sli design + error budget math + composition with feature-flags-architect/chaos-engineering/kubernetes-operator. not a generic observability skill — specifically the slo discipline. slo-architect business & ops "},{"slug":"report","kind":"skill","name":"Smart Test Reporting","tagline":"Generate test report. Use when user says \"test report\", \"results summary\", test status\", \"show results\", \"test dashboard\", or \"how did tests go\".","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"smart test reporting generate test report. use when user says \"test report\", \"results summary\", test status\", \"show results\", \"test dashboard\", or \"how did tests go\". report data & ai "},{"slug":"social-content","kind":"skill","name":"Social content","tagline":"When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' or 'viral content.' This skill covers content creation, repurposing, and platform-specific strategies.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"social content when the user wants help creating, scheduling, or optimizing social media content for linkedin, twitter/x, instagram, tiktok, facebook, or other platforms. also use when the user mentions 'linkedin post,' 'twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' or 'viral content.' this skill covers content creation, repurposing, and platform-specific strategies. social-content marketing "},{"slug":"social-media-analyzer","kind":"skill","name":"Social media analyzer","tagline":"Social media campaign analysis and performance tracking. Calculates engagement rates, ROI, and benchmarks across platforms. Use when analyzing social media performance, calculating engagement rate, measuring campaign ROI, comparing platform metrics, or benchmarking against industry standards. Also use when the user mentions \"social media audit,\" \"engagement rate,\" or \"which platform performs best.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"social media analyzer social media campaign analysis and performance tracking. calculates engagement rates, roi, and benchmarks across platforms. use when analyzing social media performance, calculating engagement rate, measuring campaign roi, comparing platform metrics, or benchmarking against industry standards. also use when the user mentions \"social media audit,\" \"engagement rate,\" or \"which platform performs best. social-media-analyzer marketing "},{"slug":"social-media-manager","kind":"skill","name":"Social media manager","tagline":"When the user wants to develop social media strategy, plan content calendars, manage community engagement, or grow their social presence across platforms. Also use when the user mentions 'social media strategy,' 'social calendar,' 'community management,' 'social media plan,' 'grow followers,' 'engagement rate,' 'social media audit,' or 'which platforms should I use.' For writing individual social posts, see social-content. For analyzing social performance data, see social-media-analyzer.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"social media manager when the user wants to develop social media strategy, plan content calendars, manage community engagement, or grow their social presence across platforms. also use when the user mentions 'social media strategy,' 'social calendar,' 'community management,' 'social media plan,' 'grow followers,' 'engagement rate,' 'social media audit,' or 'which platforms should i use.' for writing individual social posts, see social-content. for analyzing social performance data, see social-media-analyzer. social-media-manager marketing "},{"slug":"solo-founder","kind":"agent","name":"Solo founder","tagline":"Your co-founder who doesn't exist yet. Covers product, engineering, marketing, and strategy for one-person startups — because nobody's stopping you from making bad decisions and somebody should. Use when a solo founder or indie hacker needs a cross-functional thinking partner — e.g., deciding what to cut from an MVP to ship this month, or choosing between building one more feature and talking to ten users.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"solo founder your co-founder who doesn't exist yet. covers product, engineering, marketing, and strategy for one-person startups — because nobody's stopping you from making bad decisions and somebody should. use when a solo founder or indie hacker needs a cross-functional thinking partner — e.g., deciding what to cut from an mvp to ship this month, or choosing between building one more feature and talking to ten users. solo-founder business & ops "},{"slug":"spec-to-repo","kind":"skill","name":"Spec to repo","tagline":"Use when the user says 'build me an app', 'create a project from this spec', 'scaffold a new repo', 'generate a starter', 'turn this idea into code', 'bootstrap a project', 'I have requirements and need a codebase', or provides a natural-language project specification and expects a complete, runnable repository. Stack-agnostic: Next.js, FastAPI, Rails, Go, Rust, Flutter, and more.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"spec to repo use when the user says 'build me an app', 'create a project from this spec', 'scaffold a new repo', 'generate a starter', 'turn this idea into code', 'bootstrap a project', 'i have requirements and need a codebase', or provides a natural-language project specification and expects a complete, runnable repository. stack-agnostic: next.js, fastapi, rails, go, rust, flutter, and more. spec-to-repo business & ops "},{"slug":"spec-driven-workflow","kind":"skill","name":"Spec-Driven Workflow — POWERFUL","tagline":"Use when the user asks to write specs before code, define acceptance criteria, plan features before implementation, generate tests from specifications, or follow spec-first development practices.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"spec-driven workflow — powerful use when the user asks to write specs before code, define acceptance criteria, plan features before implementation, generate tests from specifications, or follow spec-first development practices. spec-driven-workflow business & ops "},{"slug":"startup-cto","kind":"agent","name":"Startup cto","tagline":"Technical co-founder who's been through two startups and learned what actually matters. Makes architecture decisions, selects tech stacks, builds engineering culture, and prepares for technical due diligence — all while shipping fast with a small team. Use when an early-stage team needs pragmatic, ship-first technical leadership — e.g., picking a boring-but-fast stack for an MVP with two engineers, or prepping architecture answers for investor due diligence. (For company-scale CTO strategy, see cs-cto-advisor.)","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"startup cto technical co-founder who's been through two startups and learned what actually matters. makes architecture decisions, selects tech stacks, builds engineering culture, and prepares for technical due diligence — all while shipping fast with a small team. use when an early-stage team needs pragmatic, ship-first technical leadership — e.g., picking a boring-but-fast stack for an mvp with two engineers, or prepping architecture answers for investor due diligence. (for company-scale cto strategy, see cs-cto-advisor.) startup-cto business & ops "},{"slug":"statistical-analyst","kind":"skill","name":"Statistical analyst","tagline":"Run hypothesis tests, analyze A/B experiment results, calculate sample sizes, and interpret statistical significance with effect sizes. Use when you need to validate whether observed differences are real, size an experiment correctly before launch, or interpret test results with confidence.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"statistical analyst run hypothesis tests, analyze a/b experiment results, calculate sample sizes, and interpret statistical significance with effect sizes. use when you need to validate whether observed differences are real, size an experiment correctly before launch, or interpret test results with confidence. statistical-analyst data & ai "},{"slug":"stock-analysis","kind":"skill","name":"Stock analysis","tagline":"Produce a rigorous, sector-relative, multi-factor fundamental analysis of a publicly listed company — Indian (NSE/BSE) or US/global. Use when the user asks to analyse, research, evaluate, or value a stock, ticker, or listed company; asks whether a business is fundamentally strong, cheap, or expensive; compares companies or benchmarks one against its sector; or mentions OPM, ROCE, ROE, ROIC, P/E, EV/EBITDA, free cash flow, NIM, GNPA, CASA, promoter holding or pledging. Use it for accounting-quality and forensic questions — \"is the profit real\", \"why is profit rising but cash isn't\", auditor qualifications, related-party concerns — which route to the forensic-only mode, and for IPOs and not-yet-listed companies — \"should I apply to this IPO\", DRHP/RHP or S-1 questions, price band, grey market premium — which route to the IPO mode. Use it even when the request sounds casual (\"is Infosys any good?\"). Do not use it for personalised investment advice, portfolio allocation, or trading signals.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"stock analysis produce a rigorous, sector-relative, multi-factor fundamental analysis of a publicly listed company — indian (nse/bse) or us/global. use when the user asks to analyse, research, evaluate, or value a stock, ticker, or listed company; asks whether a business is fundamentally strong, cheap, or expensive; compares companies or benchmarks one against its sector; or mentions opm, roce, roe, roic, p/e, ev/ebitda, free cash flow, nim, gnpa, casa, promoter holding or pledging. use it for accounting-quality and forensic questions — \"is the profit real\", \"why is profit rising but cash isn't\", auditor qualifications, related-party concerns — which route to the forensic-only mode, and for ipos and not-yet-listed companies — \"should i apply to this ipo\", drhp/rhp or s-1 questions, price band, grey market premium — which route to the ipo mode. use it even when the request sounds casual (\"is infosys any good?\"). do not use it for personalised investment advice, portfolio allocation, or trading signals. stock-analysis business & ops "},{"slug":"strategic-alignment","kind":"skill","name":"Strategic Alignment Engine","tagline":"Cascades strategy from boardroom to individual contributor. Detects and fixes misalignment between company goals and team execution. Covers strategy articulation, cascade mapping, orphan goal detection, silo identification, communication gap analysis, and realignment protocols. Use when teams are pulling in different directions, OKRs don't connect, departments optimize locally at company expense, or when user mentions alignment, strategy cascade, silo, conflicting OKRs, or strategy communication.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"strategic alignment engine cascades strategy from boardroom to individual contributor. detects and fixes misalignment between company goals and team execution. covers strategy articulation, cascade mapping, orphan goal detection, silo identification, communication gap analysis, and realignment protocols. use when teams are pulling in different directions, okrs don't connect, departments optimize locally at company expense, or when user mentions alignment, strategy cascade, silo, conflicting okrs, or strategy communication. strategic-alignment business & ops "},{"slug":"stripe-integration-expert","kind":"skill","name":"Stripe integration expert","tagline":"Production-grade Stripe integrations: subscriptions with trials and proration, one-time payments, usage-based billing, checkout sessions, idempotent webhook handlers, customer portal, and invoicing. Covers Next.js, Express, and Django patterns. Use when integrating Stripe for the first time, debugging webhook reliability issues, migrating from a different payment provider, or adding usage-based billing to an existing subscription product.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"stripe integration expert production-grade stripe integrations: subscriptions with trials and proration, one-time payments, usage-based billing, checkout sessions, idempotent webhook handlers, customer portal, and invoicing. covers next.js, express, and django patterns. use when integrating stripe for the first time, debugging webhook reliability issues, migrating from a different payment provider, or adding usage-based billing to an existing subscription product. stripe-integration-expert coding "},{"slug":"swedish-mentor","kind":"skill","name":"Swedish YouTube & Podcast Mentor","tagline":"Mentor Swedish language learners by selecting YouTube video clips and podcast episodes by CEFR level and skill (listening, reading, writing, speaking), and building a simple learning path. Use when the user asks about a Swedish learning path, YouTube clips or podcasts for Swedish, SFI videos, level assessment for svenska, or requests for Peter SFI / Lätt Svenska med Oskar / Radio Sweden på lätt svenska / Klartext-style recommendations.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"media","deptName":"Content creator","task":"media/make-podcast","taskName":"Podcast & newsletter","hay":"swedish youtube & podcast mentor mentor swedish language learners by selecting youtube video clips and podcast episodes by cefr level and skill (listening, reading, writing, speaking), and building a simple learning path. use when the user asks about a swedish learning path, youtube clips or podcasts for swedish, sfi videos, level assessment for svenska, or requests for peter sfi / lätt svenska med oskar / radio sweden på lätt svenska / klartext-style recommendations. swedish-mentor creator "},{"slug":"syllabus","kind":"skill","name":"Syllabus — Course Supplementary Reading List","tagline":"Generates a curated supplementary reading list from any course syllabus using Consensus academic search. Grill-me intake (syllabus input format + course audience + year range) plus a grouping forcing-options checkpoint before any search runs — so the reading list matches the course's level and recency need. Parses the syllabus to extract topics and learning outcomes, searches Consensus for recent peer-reviewed papers per topic, and produces a professionally formatted .docx with clickable Consensus links, plain-language summaries calibrated to audience level, and Bloom-higher-order discussion questions tied to course learning goals. Use when the user uploads a syllabus, course outline, or curriculum document and wants supplementary readings (e.g., 'create a reading list from this syllabus', 'find recent papers for my course') — even casual mentions with a syllabus attached should trigger this skill.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"people","deptName":"People & hiring","task":"people/train-team","taskName":"Training","hay":"syllabus — course supplementary reading list generates a curated supplementary reading list from any course syllabus using consensus academic search. grill-me intake (syllabus input format + course audience + year range) plus a grouping forcing-options checkpoint before any search runs — so the reading list matches the course's level and recency need. parses the syllabus to extract topics and learning outcomes, searches consensus for recent peer-reviewed papers per topic, and produces a professionally formatted .docx with clickable consensus links, plain-language summaries calibrated to audience level, and bloom-higher-order discussion questions tied to course learning goals. use when the user uploads a syllabus, course outline, or curriculum document and wants supplementary readings (e.g., 'create a reading list from this syllabus', 'find recent papers for my course') — even casual mentions with a syllabus attached should trigger this skill. syllabus business & ops "},{"slug":"tc-tracker","kind":"skill","name":"Tc tracker","tagline":"Use when the user asks to track technical changes, create change records, manage TC lifecycles, or hand off work between AI sessions. Covers init/create/update/status/resume/close/export workflows for structured code change documentation.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/write-dev-docs","taskName":"Developer docs","hay":"tc tracker use when the user asks to track technical changes, create change records, manage tc lifecycles, or hand off work between ai sessions. covers init/create/update/status/resume/close/export workflows for structured code change documentation. tc-tracker coding "},{"slug":"tdd-guide","kind":"skill","name":"Tdd guide","tagline":"Test-driven development skill for writing unit tests, generating test fixtures and mocks, analyzing coverage gaps, and guiding red-green-refactor workflows across Jest, Pytest, JUnit, Vitest, and Mocha. Use when the user asks to write tests, improve test coverage, practice TDD, generate mocks or stubs, or mentions testing frameworks like Jest, pytest, or JUnit.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"tdd guide test-driven development skill for writing unit tests, generating test fixtures and mocks, analyzing coverage gaps, and guiding red-green-refactor workflows across jest, pytest, junit, vitest, and mocha. use when the user asks to write tests, improve test coverage, practice tdd, generate mocks or stubs, or mentions testing frameworks like jest, pytest, or junit. tdd-guide coding "},{"slug":"tech-debt-tracker","kind":"skill","name":"Tech debt tracker","tagline":"Scan codebases for technical debt, score severity, track trends, and generate prioritized remediation plans. Use when users mention tech debt, code quality, refactoring priority, debt scoring, cleanup sprints, or code health assessment. Also use for legacy code modernization planning and maintenance cost estimation.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"tech debt tracker scan codebases for technical debt, score severity, track trends, and generate prioritized remediation plans. use when users mention tech debt, code quality, refactoring priority, debt scoring, cleanup sprints, or code health assessment. also use for legacy code modernization planning and maintenance cost estimation. tech-debt-tracker business & ops "},{"slug":"tech-stack-evaluator","kind":"skill","name":"Technology Stack Evaluator","tagline":"Technology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health scoring. Use when comparing frameworks, evaluating technology stacks, calculating total cost of ownership, assessing migration paths, or analyzing ecosystem viability.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"technology stack evaluator technology stack evaluation and comparison with tco analysis, security assessment, and ecosystem health scoring. use when comparing frameworks, evaluating technology stacks, calculating total cost of ownership, assessing migration paths, or analyzing ecosystem viability. tech-stack-evaluator coding "},{"slug":"terraform-patterns","kind":"skill","name":"Terraform patterns","tagline":"Terraform infrastructure-as-code agent skill and plugin for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. Covers module design patterns, state management strategies, provider configuration, security hardening, policy-as-code with Sentinel/OPA, and CI/CD plan/apply workflows. Use when: user wants to design Terraform modules, manage state backends, review Terraform security, implement multi-region deployments, or follow IaC best practices.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"terraform patterns terraform infrastructure-as-code agent skill and plugin for claude code, codex, gemini cli, cursor, openclaw. covers module design patterns, state management strategies, provider configuration, security hardening, policy-as-code with sentinel/opa, and ci/cd plan/apply workflows. use when: user wants to design terraform modules, manage state backends, review terraform security, implement multi-region deployments, or follow iac best practices. terraform-patterns infrastructure & ops "},{"slug":"testrail","kind":"skill","name":"TestRail Integration","tagline":"Sync tests with TestRail. Use when user mentions \"testrail\", \"test management\", test cases\", \"test run\", \"sync test cases\", \"push results to testrail\", or \"import from testrail\".","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"testrail integration sync tests with testrail. use when user mentions \"testrail\", \"test management\", test cases\", \"test run\", \"sync test cases\", \"push results to testrail\", or \"import from testrail\". testrail coding "},{"slug":"threat-detection","kind":"skill","name":"Threat detection","tagline":"Use when hunting for threats in an environment, analyzing IOCs, or detecting behavioral anomalies in telemetry. Covers hypothesis-driven threat hunting, IOC sweep generation, z-score anomaly detection, and MITRE ATT&CK-mapped signal prioritization.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"threat detection use when hunting for threats in an environment, analyzing iocs, or detecting behavioral anomalies in telemetry. covers hypothesis-driven threat hunting, ioc sweep generation, z-score anomaly detection, and mitre att&ck-mapped signal prioritization. threat-detection security "},{"slug":"ui-design-system","kind":"skill","name":"UI design system","tagline":"UI design system toolkit for Senior UI Designer including design token generation, component documentation, responsive design calculations, and developer handoff tools. Use when creating design systems, generating design tokens, maintaining visual consistency, or facilitating design-dev collaboration and developer handoff.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"ui design system ui design system toolkit for senior ui designer including design token generation, component documentation, responsive design calculations, and developer handoff tools. use when creating design systems, generating design tokens, maintaining visual consistency, or facilitating design-dev collaboration and developer handoff. ui-design-system design & ui "},{"slug":"universal-scraping-architect","kind":"skill","name":"Universal scraping architect","tagline":"Use for web scraping, crawling, document extraction, API parsing, or building validation-heavy data pipelines using Firecrawl or local Python scripts.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"universal scraping architect use for web scraping, crawling, document extraction, api parsing, or building validation-heavy data pipelines using firecrawl or local python scripts. universal-scraping-architect coding "},{"slug":"ux-researcher-designer","kind":"skill","name":"UX Researcher & Designer","tagline":"UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use when conducting user research, creating personas, mapping user journeys, planning usability tests, or validating designs.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"design","deptName":"Design","task":"design/map-flow","taskName":"User flows","hay":"ux researcher & designer ux research and design toolkit for senior ux designer/researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. use when conducting user research, creating personas, mapping user journeys, planning usability tests, or validating designs. ux-researcher-designer design & ui "},{"slug":"vendor-management","kind":"skill","name":"Vendor Management — Operational Third-Party Performance","tagline":"Use when reviewing, scoring, or auditing third-party SaaS / vendor relationships — running a vendor scorecard with industry tuning, tracking SLA compliance with credit-claim flags, classifying third-party risk across 4 risk vectors, preparing a tier-1 vendor review, or auditing the SaaS portfolio. Forks context so large vendor catalogs (50-500 line items) and SLA logs don't pollute the parent thread. Triggers on \"vendor SLA\", \"vendor scorecard\", \"third-party risk\", \"TPRM\", \"vendor review\", \"supplier performance\", \"vendor health check\", \"renewal review\".","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"vendor management — operational third-party performance use when reviewing, scoring, or auditing third-party saas / vendor relationships — running a vendor scorecard with industry tuning, tracking sla compliance with credit-claim flags, classifying third-party risk across 4 risk vectors, preparing a tier-1 vendor review, or auditing the saas portfolio. forks context so large vendor catalogs (50-500 line items) and sla logs don't pollute the parent thread. triggers on \"vendor sla\", \"vendor scorecard\", \"third-party risk\", \"tprm\", \"vendor review\", \"supplier performance\", \"vendor health check\", \"renewal review\". vendor-management coding "},{"slug":"video-content-strategist","kind":"skill","name":"Video content strategist","tagline":"Use when planning video content strategy, writing video scripts, optimizing YouTube channels, building short-form video pipelines (Reels, TikTok, Shorts), or repurposing long-form content into video. Triggers: 'start a YouTube channel', 'video content strategy', 'write a video script', 'repurpose into video', 'YouTube SEO', 'short-form video'. NOT for written blog content (use content-production). NOT for social captions without video (use social-media-manager).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"video content strategist use when planning video content strategy, writing video scripts, optimizing youtube channels, building short-form video pipelines (reels, tiktok, shorts), or repurposing long-form content into video. triggers: 'start a youtube channel', 'video content strategy', 'write a video script', 'repurpose into video', 'youtube seo', 'short-form video'. not for written blog content (use content-production). not for social captions without video (use social-media-manager). video-content-strategist marketing "},{"slug":"webinar-marketing","kind":"skill","name":"Webinar & Virtual Event Marketing","tagline":"When the user wants to plan, promote, run, or improve a webinar or virtual event to generate and convert demand. Use when the user mentions 'webinar,' 'virtual event,' 'online event,' 'live demo,' 'virtual summit,' 'workshop,' 'masterclass,' 'fireside chat,' 'roundtable,' 'registration funnel,' 'show-up rate,' 'attendance rate,' 'webinar promotion,' 'webinar follow-up,' or 'on-demand webinar.' Also use when they have a webinar that isn't converting — low registrations, low show-up, or attendees who don't buy — and want to diagnose and fix it. Covers the full funnel: registration, promotion, show-up, live engagement, live-to-close, and post-event nurture. Distinct from launch-strategy (full product launches) and email-sequence (lifecycle nurture) — this is the end-to-end webinar/event motion. NOT for in-person field events logistics, and NOT for generic lifecycle email (use email-sequence).","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"webinar & virtual event marketing when the user wants to plan, promote, run, or improve a webinar or virtual event to generate and convert demand. use when the user mentions 'webinar,' 'virtual event,' 'online event,' 'live demo,' 'virtual summit,' 'workshop,' 'masterclass,' 'fireside chat,' 'roundtable,' 'registration funnel,' 'show-up rate,' 'attendance rate,' 'webinar promotion,' 'webinar follow-up,' or 'on-demand webinar.' also use when they have a webinar that isn't converting — low registrations, low show-up, or attendees who don't buy — and want to diagnose and fix it. covers the full funnel: registration, promotion, show-up, live engagement, live-to-close, and post-event nurture. distinct from launch-strategy (full product launches) and email-sequence (lifecycle nurture) — this is the end-to-end webinar/event motion. not for in-person field events logistics, and not for generic lifecycle email (use email-sequence). webinar-marketing marketing "},{"slug":"weekly-review","kind":"skill","name":"Weekly Review — GTD Loop → Trusted System","tagline":"Use when someone wants to run a weekly review, close open loops, audit stalled projects and commitments, get their system back to trusted, restart a lapsed review habit, or says \"/cs:weekly-review\". Walks David Allen's three-phase loop — GET CLEAR, GET CURRENT, GET CREATIVE — with deterministic scripts that inventory open loops, gate the checklist with named gaps, and score commitment health 0-100.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"weekly review — gtd loop → trusted system use when someone wants to run a weekly review, close open loops, audit stalled projects and commitments, get their system back to trusted, restart a lapsed review habit, or says \"/cs:weekly-review\". walks david allen's three-phase loop — get clear, get current, get creative — with deterministic scripts that inventory open loops, gate the checklist with named gaps, and score commitment health 0-100. weekly-review uncategorised "},{"slug":"wrap-up","kind":"skill","name":"Wrap-up — close it out","tagline":"Close out a launched Claude Managed Agent — recap every primitive the founder now owns, regenerate the single-file overview page, and suggest the next 1-2 upgrades. Use when the user says \"wrap up\", \"close this out\", \"what do I own now\", \"give me the summary\", \"recap the agent\", or when the orchestrator routes phase=wrap-up. primitives_inventory.py tables everything owned (agent, environment, session, memory, outcome, deployment); overview_page.py regenerates a self-contained ./my-agent/agent-overview.html; upgrade_suggester.py ranks the next moves from recorded deferrals plus standing hardening steps. Companion to run-without-you; the last stop before phase=done.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"wrap-up — close it out close out a launched claude managed agent — recap every primitive the founder now owns, regenerate the single-file overview page, and suggest the next 1-2 upgrades. use when the user says \"wrap up\", \"close this out\", \"what do i own now\", \"give me the summary\", \"recap the agent\", or when the orchestrator routes phase=wrap-up. primitives_inventory.py tables everything owned (agent, environment, session, memory, outcome, deployment); overview_page.py regenerates a self-contained ./my-agent/agent-overview.html; upgrade_suggester.py ranks the next moves from recorded deferrals plus standing hardening steps. companion to run-without-you; the last stop before phase=done. wrap-up uncategorised "},{"slug":"x-twitter-growth","kind":"skill","name":"X/Twitter Growth Engine","tagline":"X/Twitter growth engine for building audience, crafting viral content, and analyzing engagement. Use when the user wants to grow on X/Twitter, write tweets or threads, analyze their X profile, research competitors on X, plan a posting strategy, or optimize engagement. Complements social-content (generic multi-platform) with X-specific depth: algorithm mechanics, thread engineering, reply strategy, profile optimization, and competitive intelligence via web search.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"x/twitter growth engine x/twitter growth engine for building audience, crafting viral content, and analyzing engagement. use when the user wants to grow on x/twitter, write tweets or threads, analyze their x profile, research competitors on x, plan a posting strategy, or optimize engagement. complements social-content (generic multi-platform) with x-specific depth: algorithm mechanics, thread engineering, reply strategy, profile optimization, and competitive intelligence via web search. x-twitter-growth marketing "},{"slug":"youtube-full","kind":"skill","name":"youtube-full — YouTube Transcripts, Search, and Channel Data","tagline":"Use when the user needs YouTube transcripts, video search, channel browsing, playlist extraction, or content monitoring. Trigger phrases: 'get the transcript for', 'search YouTube for', 'what are the latest videos on', 'list this playlist', 'monitor this channel', or any request involving a YouTube URL, video ID, or @handle. Do NOT use for downloading video or audio files, YouTube engagement data (likes, comments), or private/age-restricted videos.","author":"alirezarezvani","license":"MIT","stars":26349,"dept":"media","deptName":"Content creator","task":"media/caption-subtitle","taskName":"Captions & subs","hay":"youtube-full — youtube transcripts, search, and channel data use when the user needs youtube transcripts, video search, channel browsing, playlist extraction, or content monitoring. trigger phrases: 'get the transcript for', 'search youtube for', 'what are the latest videos on', 'list this playlist', 'monitor this channel', or any request involving a youtube url, video id, or @handle. do not use for downloading video or audio files, youtube engagement data (likes, comments), or private/age-restricted videos. youtube-full marketing "},{"slug":"business-pulse","kind":"skill","name":"Business pulse","tagline":"Produces a one-page cross-functional business snapshot for SMB owners — cash position (the ledger: MYOB, NetSuite, QuickBooks, Xero, or Zoho Books), sales trend (PayPal/Square/Stripe), pipeline movement (HubSpot), this week's commitments (Calendar), urgent watch-list items (Gmail or M365, Slack), and the single most important thing needing attention today. Proactively tries every available connector and gracefully scopes to whatever is connected — one connector gives a partial pulse; the full stack gives the full picture. Trigger when the user asks how the business is doing, wants a snapshot, a daily brief, a Friday recap, or says anything like \"what am I missing\" or \"catch me up on the business.\" A start-of-week briefing routes to /monday-brief, which runs this skill as its first link.","author":"anthropics","license":"Apache-2.0","stars":25507,"dept":"finance","deptName":"Finance","task":"finance/do-books","taskName":"Bookkeeping","hay":"business pulse produces a one-page cross-functional business snapshot for smb owners — cash position (the ledger: myob, netsuite, quickbooks, xero, or zoho books), sales trend (paypal/square/stripe), pipeline movement (hubspot), this week's commitments (calendar), urgent watch-list items (gmail or m365, slack), and the single most important thing needing attention today. proactively tries every available connector and gracefully scopes to whatever is connected — one connector gives a partial pulse; the full stack gives the full picture. trigger when the user asks how the business is doing, wants a snapshot, a daily brief, a friday recap, or says anything like \"what am i missing\" or \"catch me up on the business.\" a start-of-week briefing routes to /monday-brief, which runs this skill as its first link. business-pulse business & ops "},{"slug":"call-list","kind":"skill","name":"Call list","tagline":"Builds today's call list. Runs lead-triage to rank the top-5 leads most worth calling, supplies talking points from email history, blocks time on the calendar, and drafts follow-up messages. Trigger on \"call list,\" \"who am I calling today,\" \"top five to call today,\" or \"block time for calls.\" An owner who wants leads scored or ranked with no calendar blocks routes to lead-triage directly. Accepts optional count and date arguments.","author":"anthropics","license":"Apache-2.0","stars":25507,"dept":"sales","deptName":"Sales","task":"sales/write-outreach","taskName":"Outreach & follow-up","hay":"call list builds today's call list. runs lead-triage to rank the top-5 leads most worth calling, supplies talking points from email history, blocks time on the calendar, and drafts follow-up messages. trigger on \"call list,\" \"who am i calling today,\" \"top five to call today,\" or \"block time for calls.\" an owner who wants leads scored or ranked with no calendar blocks routes to lead-triage directly. accepts optional count and date arguments. call-list business & ops "},{"slug":"canva-creator","kind":"skill","name":"Canva creator","tagline":"Takes an approved content brief and executes a campaign end-to-end: builds the posting calendar, generates Canva designs for social posts, drafts caption and email copy, and stages social sends in HubSpot. Canva is used for social posts only (Instagram, Facebook, X, LinkedIn) — email content is drafted as plain text and surfaced inline for the owner to send from their own tool. Every step requires explicit owner approval. This is the one-shot campaign executor: a finished brief goes in, a complete campaign comes out. Use when the owner hands off an approved brief or points at one — \"run this brief,\" \"execute the campaign,\" \"turn this brief into posts, build the campaign from the plan we approved.\" For day-to-day posting with no brief — \"I need to post more,\" \"what should we post\" — use social-content-engine instead; it owns the standing calendar.","author":"anthropics","license":"Apache-2.0","stars":25507,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"canva creator takes an approved content brief and executes a campaign end-to-end: builds the posting calendar, generates canva designs for social posts, drafts caption and email copy, and stages social sends in hubspot. canva is used for social posts only (instagram, facebook, x, linkedin) — email content is drafted as plain text and surfaced inline for the owner to send from their own tool. every step requires explicit owner approval. this is the one-shot campaign executor: a finished brief goes in, a complete campaign comes out. use when the owner hands off an approved brief or points at one — \"run this brief,\" \"execute the campaign,\" \"turn this brief into posts, build the campaign from the plan we approved.\" for day-to-day posting with no brief — \"i need to post more,\" \"what should we post\" — use social-content-engine instead; it owns the standing calendar. canva-creator business & ops "},{"slug":"cash-flow-snapshot","kind":"skill","name":"Cash flow snapshot","tagline":"Reads AR/AP, historical cash timing, and known fixed costs from the ledger (MYOB, NetSuite, QuickBooks, Xero, or Zoho Books) or from PayPal, Square, or Stripe — or a CSV upload — and produces a 30/60/90-day cash flow forecast with percentage-variance confidence bands and named risk flags. Delivers a chat summary and a downloadable XLSX. Use when the user asks \"forecast my cash flow,\" \"will I make payroll,\" mentions \"runway,\" or says \"cash crunch. Falls back to CSV upload when no connector is live.","author":"anthropics","license":"Apache-2.0","stars":25507,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"cash flow snapshot reads ar/ap, historical cash timing, and known fixed costs from the ledger (myob, netsuite, quickbooks, xero, or zoho books) or from paypal, square, or stripe — or a csv upload — and produces a 30/60/90-day cash flow forecast with percentage-variance confidence bands and named risk flags. delivers a chat summary and a downloadable xlsx. use when the user asks \"forecast my cash flow,\" \"will i make payroll,\" mentions \"runway,\" or says \"cash crunch. falls back to csv upload when no connector is live. cash-flow-snapshot business & ops "},{"slug":"close-month","kind":"skill","name":"Close month","tagline":"Closes the books and turns them into a decision as a three-link chain — month-end-prep reconciles the ledger against every connected payment processor and writes the P&L narrative, cash-flow-snapshot then refreshes the 30/60/90-day forecast off the newly closed numbers rather than raw ones, and report-builder publishes and distributes the close packet. Requires a ledger (MYOB, NetSuite, QuickBooks, Xero, or Zoho Books) and uses Gusto, PayPal, Ramp, Shopify, Square, and Stripe when connected, falling back to statement or CSV uploads. Trigger on \"close the month,\" \"month-end,\" \"close the books,\" \"reconcile,\" \"send the close packet to my accountant,\" or when the owner asks why revenue or margin moved last month. An owner who wants only the reconciliation and its flags, with no forecast refresh and no packet distribution, routes to month-end-prep directly.","author":"anthropics","license":"Apache-2.0","stars":25507,"dept":"finance","deptName":"Finance","task":"finance/do-books","taskName":"Bookkeeping","hay":"close month closes the books and turns them into a decision as a three-link chain — month-end-prep reconciles the ledger against every connected payment processor and writes the p&l narrative, cash-flow-snapshot then refreshes the 30/60/90-day forecast off the newly closed numbers rather than raw ones, and report-builder publishes and distributes the close packet. requires a ledger (myob, netsuite, quickbooks, xero, or zoho books) and uses gusto, paypal, ramp, shopify, square, and stripe when connected, falling back to statement or csv uploads. trigger on \"close the month,\" \"month-end,\" \"close the books,\" \"reconcile,\" \"send the close packet to my accountant,\" or when the owner asks why revenue or margin moved last month. an owner who wants only the reconciliation and its flags, with no forecast refresh and no packet distribution, routes to month-end-prep directly. close-month business & ops "},{"slug":"content-strategy-4","kind":"skill","name":"Content strategy","tagline":"Analyzes sales data from PayPal and QuickBooks to find top performers and slow movers, layers in seasonality, and produces a prioritized 30-day content brief: what to push, what offers to run, what to hold. Strategic output only — no calendars or assets. Use when the user asks what to post, wants a content plan, asks what's selling, or what to promote this month.","author":"anthropics","license":"Apache-2.0","stars":25507,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"content strategy analyzes sales data from paypal and quickbooks to find top performers and slow movers, layers in seasonality, and produces a prioritized 30-day content brief: what to push, what offers to run, what to hold. strategic output only — no calendars or assets. use when the user asks what to post, wants a content plan, asks what's selling, or what to promote this month. content-strategy-4 business & ops "},{"slug":"contract-review-2","kind":"skill","name":"Contract review","tagline":"Lightweight NDA, MSA, and vendor contract review for SMBs without legal on staff. Reads contracts from local files, mail attachments (Gmail or M365), a connected file store (Google Drive or M365), or DocuSign envelopes; flags non-standard terms; explains risks in plain English; and outputs a marked-up redline as a separate DOCX. Use when the user says review this contract,\" \"what am I signing,\" \"red flags,\" \"flag any concerns, check the payment terms,\" or uploads/forwards a contract or legal agreement.","author":"anthropics","license":"Apache-2.0","stars":25507,"dept":"legal","deptName":"Legal & compliance","task":"legal/draft-contract","taskName":"Contracts","hay":"contract review lightweight nda, msa, and vendor contract review for smbs without legal on staff. reads contracts from local files, mail attachments (gmail or m365), a connected file store (google drive or m365), or docusign envelopes; flags non-standard terms; explains risks in plain english; and outputs a marked-up redline as a separate docx. use when the user says review this contract,\" \"what am i signing,\" \"red flags,\" \"flag any concerns, check the payment terms,\" or uploads/forwards a contract or legal agreement. contract-review-2 business & ops "},{"slug":"invoice-chase","kind":"skill","name":"Invoice chase","tagline":"Drafts overdue-invoice reminder emails from the ledger (MYOB, NetSuite, QuickBooks, Xero, or Zoho Books) plus PayPal, Stripe, and Airwallex data, matched to each customer's payment history and tone (gentle for good customers, firm for repeat late payers). Sends via PayPal with owner approval; everything else queues as a mail draft, with the Airwallex hosted pay link included where one exists. Use when the user asks \"who owes me money,\" mentions overdue invoices, or wants to follow up on unpaid invoices.","author":"anthropics","license":"Apache-2.0","stars":25507,"dept":"finance","deptName":"Finance","task":"finance/do-books","taskName":"Bookkeeping","hay":"invoice chase drafts overdue-invoice reminder emails from the ledger (myob, netsuite, quickbooks, xero, or zoho books) plus paypal, stripe, and airwallex data, matched to each customer's payment history and tone (gentle for good customers, firm for repeat late payers). sends via paypal with owner approval; everything else queues as a mail draft, with the airwallex hosted pay link included where one exists. use when the user asks \"who owes me money,\" mentions overdue invoices, or wants to follow up on unpaid invoices. invoice-chase business & ops "},{"slug":"job-post-builder","kind":"skill","name":"Job post builder","tagline":"Builds end-to-end hiring packets — job post, structured interview guide with scoring rubric, and offer letter template — from a hiring brief. Triggers on: help me hire\", \"we're hiring for\", \"write a job post\", \"job description\", JD\", \"open role\", \"create a job ad\", \"interview questions\", \"scoring rubric\", draft an offer letter\", \"send an offer\", \"make a hiring packet\", or any request to recruit for a position. When in doubt, trigger — covers the full hiring workflow from job post through DocuSign envelope creation via browser. Does NOT screen or rank applicants.","author":"anthropics","license":"Apache-2.0","stars":25507,"dept":"people","deptName":"People & hiring","task":"people/hire","taskName":"Hiring","hay":"job post builder builds end-to-end hiring packets — job post, structured interview guide with scoring rubric, and offer letter template — from a hiring brief. triggers on: help me hire\", \"we're hiring for\", \"write a job post\", \"job description\", jd\", \"open role\", \"create a job ad\", \"interview questions\", \"scoring rubric\", draft an offer letter\", \"send an offer\", \"make a hiring packet\", or any request to recruit for a position. when in doubt, trigger — covers the full hiring workflow from job post through docusign envelope creation via browser. does not screen or rank applicants. job-post-builder business & ops "},{"slug":"lead-triage","kind":"skill","name":"Lead triage","tagline":"Scores inbound HubSpot leads by engagement signals, company fit, and urgency markers, ranks the ones worth a call today with talking points, drafts the follow-ups, and proposes calendar times for the owner to book. Use when the owner asks to prioritize, score, or rank leads, asks \"who should I call first,\" or asks about their pipeline. An ask that wants the ranked leads turned into a call list with time blocked on the calendar routes to /call-list, which runs this skill first and then books the time.","author":"anthropics","license":"Apache-2.0","stars":25507,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"lead triage scores inbound hubspot leads by engagement signals, company fit, and urgency markers, ranks the ones worth a call today with talking points, drafts the follow-ups, and proposes calendar times for the owner to book. use when the owner asks to prioritize, score, or rank leads, asks \"who should i call first,\" or asks about their pipeline. an ask that wants the ranked leads turned into a call list with time blocked on the calendar routes to /call-list, which runs this skill first and then books the time. lead-triage business & ops "},{"slug":"monday-brief","kind":"skill","name":"Monday brief","tagline":"Runs the owner's Monday morning briefing as a two-link chain — business-pulse for the cross-connector snapshot of cash, sales, and pipeline, and report-builder for any saved KPI reports the owner has already defined — then reads the week ahead straight from Calendar and mail and merges all three parts into a single one-page Monday document, delivered per the owner's stored output preference. Requires no connectors and degrades gracefully, building from whatever of the ledger (MYOB, NetSuite, QuickBooks, Xero, or Zoho Books), Calendar, DocuSign, Expensify, Gmail or M365, HubSpot, PayPal, Ramp, RingEx Chat, Shopify, Slack, Stripe, and TikTok Ads is connected, or from pasted and uploaded data when none are. Trigger on \"Monday brief,\" \"start my week,\" \"what do I need to know this week,\" \"weekly briefing,\" \"catch me up before Monday,\" or when the owner schedules a recurring start-of-week update.","author":"anthropics","license":"Apache-2.0","stars":25507,"dept":"finance","deptName":"Finance","task":"finance/do-books","taskName":"Bookkeeping","hay":"monday brief runs the owner's monday morning briefing as a two-link chain — business-pulse for the cross-connector snapshot of cash, sales, and pipeline, and report-builder for any saved kpi reports the owner has already defined — then reads the week ahead straight from calendar and mail and merges all three parts into a single one-page monday document, delivered per the owner's stored output preference. requires no connectors and degrades gracefully, building from whatever of the ledger (myob, netsuite, quickbooks, xero, or zoho books), calendar, docusign, expensify, gmail or m365, hubspot, paypal, ramp, ringex chat, shopify, slack, stripe, and tiktok ads is connected, or from pasted and uploaded data when none are. trigger on \"monday brief,\" \"start my week,\" \"what do i need to know this week,\" \"weekly briefing,\" \"catch me up before monday,\" or when the owner schedules a recurring start-of-week update. monday-brief business & ops "},{"slug":"month-end-prep","kind":"skill","name":"Month end prep","tagline":"Reconciles the accounting ledger (MYOB, NetSuite, QuickBooks, Xero, or Zoho Books) against PayPal, Shopify, Square, and Stripe settlements, flags transactions that need attention, suspicious duplicates, and missing receipts, then writes a plain-English P&L narrative and exports a close packet (xlsx + one-page PDF). This is the first link of the /close-month command; a request to close the month or the books routes there, and the command runs this skill before refreshing the forecast and distributing the packet. Use this skill directly only when the owner wants the reconciliation alone, with no forecast refresh and no distribution: \"just reconcile, no packet,\" \"what's missing from the books,\" \"flag the duplicates and missing receipts,\" or \"write the P&L narrative for this month.","author":"anthropics","license":"Apache-2.0","stars":25507,"dept":"finance","deptName":"Finance","task":"finance/do-books","taskName":"Bookkeeping","hay":"month end prep reconciles the accounting ledger (myob, netsuite, quickbooks, xero, or zoho books) against paypal, shopify, square, and stripe settlements, flags transactions that need attention, suspicious duplicates, and missing receipts, then writes a plain-english p&l narrative and exports a close packet (xlsx + one-page pdf). this is the first link of the /close-month command; a request to close the month or the books routes there, and the command runs this skill before refreshing the forecast and distributing the packet. use this skill directly only when the owner wants the reconciliation alone, with no forecast refresh and no distribution: \"just reconcile, no packet,\" \"what's missing from the books,\" \"flag the duplicates and missing receipts,\" or \"write the p&l narrative for this month. month-end-prep business & ops "},{"slug":"plan-payroll","kind":"skill","name":"Plan payroll","tagline":"Runs the payroll-confidence chain end to end — forecasts cash across the payroll window with cash-flow-snapshot, ranks and drafts overdue-invoice reminders with invoice-chase to close any gap, then assembles timesheets, flags every anomaly, and stages the run with payroll-prep. On Gusto the run is staged for the owner to submit; on QuickBooks Payroll, or with no payroll system, the last step is a validated run sheet the owner keys in. This chain never presses the payroll button. Builds on the ledger (MYOB, NetSuite, QuickBooks, Xero, or Zoho Books), with Gmail or M365, PayPal, Square, Stripe, and either Gusto or QuickBooks Payroll adding detail, and falls back to CSV and timesheet uploads. Use it whenever payroll is the worry, including \"can I make payroll,\" \"payroll is due Friday,\" \"plan payroll,\" \"will I have enough to pay the crew,\" or \"I need to run payroll but money is tight.\" Accepts optional horizon and payroll-date arguments.","author":"anthropics","license":"Apache-2.0","stars":25507,"dept":"finance","deptName":"Finance","task":"finance/do-books","taskName":"Bookkeeping","hay":"plan payroll runs the payroll-confidence chain end to end — forecasts cash across the payroll window with cash-flow-snapshot, ranks and drafts overdue-invoice reminders with invoice-chase to close any gap, then assembles timesheets, flags every anomaly, and stages the run with payroll-prep. on gusto the run is staged for the owner to submit; on quickbooks payroll, or with no payroll system, the last step is a validated run sheet the owner keys in. this chain never presses the payroll button. builds on the ledger (myob, netsuite, quickbooks, xero, or zoho books), with gmail or m365, paypal, square, stripe, and either gusto or quickbooks payroll adding detail, and falls back to csv and timesheet uploads. use it whenever payroll is the worry, including \"can i make payroll,\" \"payroll is due friday,\" \"plan payroll,\" \"will i have enough to pay the crew,\" or \"i need to run payroll but money is tight.\" accepts optional horizon and payroll-date arguments. plan-payroll business & ops "},{"slug":"smb-onboard","kind":"skill","name":"Smb onboard","tagline":"Claude as the trainer. Walks an SMB owner through connecting their first two tools, runs one recipe to prove immediate value, interviews them about their business (industry, size, top three headaches), stores that context persistently so every other skill benefits, and sets a weekly check-in cadence. Use when the owner is getting started or says any of: \"set me up, setup,\" \"help me get set up,\" \"get started,\" \"help me get started,\" \"get me started,\" \"what can you do,\" \"I'm new to this,\" or is in their first session.","author":"anthropics","license":"Apache-2.0","stars":25507,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"smb onboard claude as the trainer. walks an smb owner through connecting their first two tools, runs one recipe to prove immediate value, interviews them about their business (industry, size, top three headaches), stores that context persistently so every other skill benefits, and sets a weekly check-in cadence. use when the owner is getting started or says any of: \"set me up, setup,\" \"help me get set up,\" \"get started,\" \"help me get started,\" \"get me started,\" \"what can you do,\" \"i'm new to this,\" or is in their first session. smb-onboard business & ops "},{"slug":"smb-router","kind":"skill","name":"Smb router","tagline":"The front door to the Small Business plugin. Listens to what the owner needs right now — vague or specific — and routes them to the best skill or slash command for the moment. Also serves as a guide: explains what's available, suggests what to try next, and adapts recommendations based on stored business context. Trigger whenever the owner asks \"what can you do,\" \"help me with my business,\" \"what should I focus on,\" \"I don't know where to start,\" or any open-ended business request that doesn't clearly match a single skill.","author":"anthropics","license":"Apache-2.0","stars":25507,"dept":"finance","deptName":"Finance","task":"finance/do-books","taskName":"Bookkeeping","hay":"smb router the front door to the small business plugin. listens to what the owner needs right now — vague or specific — and routes them to the best skill or slash command for the moment. also serves as a guide: explains what's available, suggests what to try next, and adapts recommendations based on stored business context. trigger whenever the owner asks \"what can you do,\" \"help me with my business,\" \"what should i focus on,\" \"i don't know where to start,\" or any open-ended business request that doesn't clearly match a single skill. smb-router business & ops "},{"slug":"tax-prep","kind":"skill","name":"Tax prep","tagline":"Prepares tax materials as a two-link chain — month-end-prep confirms the books are closed and reconciled first, then tax-season-organizer calculates the quarterly estimated payment or builds the year-end 1099-NEC list and accountant packet from those closed numbers. Requires a ledger (MYOB, NetSuite, QuickBooks, Xero, or Zoho Books); uses Gusto, PayPal, and Stripe when connected, else CSV upload. US federal tax math; a non-US business gets the closed-books packet. Prep material for a CPA, never tax advice, nothing filed. Trigger on \"quarterly taxes,\" \"estimated tax payment,\" \"how much should I set aside,\" \"1099s,\" \"1099-NEC,\" \"W-9s,\" \"year-end tax prep,\" \"get my books ready for my accountant,\" any phrasing that suggests a tax deadline is coming, or a question about net profit or YTD income that sounds like worry about a tax bill. An owner who says the period's books are already closed routes to tax-season-organizer directly.","author":"anthropics","license":"Apache-2.0","stars":25507,"dept":"finance","deptName":"Finance","task":"finance/do-books","taskName":"Bookkeeping","hay":"tax prep prepares tax materials as a two-link chain — month-end-prep confirms the books are closed and reconciled first, then tax-season-organizer calculates the quarterly estimated payment or builds the year-end 1099-nec list and accountant packet from those closed numbers. requires a ledger (myob, netsuite, quickbooks, xero, or zoho books); uses gusto, paypal, and stripe when connected, else csv upload. us federal tax math; a non-us business gets the closed-books packet. prep material for a cpa, never tax advice, nothing filed. trigger on \"quarterly taxes,\" \"estimated tax payment,\" \"how much should i set aside,\" \"1099s,\" \"1099-nec,\" \"w-9s,\" \"year-end tax prep,\" \"get my books ready for my accountant,\" any phrasing that suggests a tax deadline is coming, or a question about net profit or ytd income that sounds like worry about a tax bill. an owner who says the period's books are already closed routes to tax-season-organizer directly. tax-prep business & ops "},{"slug":"tax-season-organizer","kind":"skill","name":"Tax season organizer","tagline":"Prepares tax-season materials for the owner's accountant, not tax advice. US federal tax; a non-US business gets its closed-books packet instead. Two modes: (1) quarterly estimated tax from YTD net income in the ledger (MYOB, NetSuite, QuickBooks, Xero, or Zoho Books); (2) year-end 1099 prep, scanning the ledger, PayPal, and Stripe for contractors paid over USD 600 into a 1099-NEC list with missing W-9 flags. Any tax request routes first to /tax-prep, which confirms the books are closed and reconciled before running this skill. Use this skill directly only when the owner says the period's books are already closed: \"books are closed, now do the 1099s,\" \"run the quarterly estimate off the closed numbers,\" or \"just the contractor W-9 list.","author":"anthropics","license":"Apache-2.0","stars":25507,"dept":"finance","deptName":"Finance","task":"finance/do-books","taskName":"Bookkeeping","hay":"tax season organizer prepares tax-season materials for the owner's accountant, not tax advice. us federal tax; a non-us business gets its closed-books packet instead. two modes: (1) quarterly estimated tax from ytd net income in the ledger (myob, netsuite, quickbooks, xero, or zoho books); (2) year-end 1099 prep, scanning the ledger, paypal, and stripe for contractors paid over usd 600 into a 1099-nec list with missing w-9 flags. any tax request routes first to /tax-prep, which confirms the books are closed and reconciled before running this skill. use this skill directly only when the owner says the period's books are already closed: \"books are closed, now do the 1099s,\" \"run the quarterly estimate off the closed numbers,\" or \"just the contractor w-9 list. tax-season-organizer business & ops "},{"slug":"ticket-deflector","kind":"skill","name":"Ticket deflector","tagline":"Reads a forwarded customer email or ticket, pulls order and refund status from a payments connector (PayPal, Square, or Stripe) or Shopify, account history from the CRM, and open tickets from a support desk (Zoho Desk), drafts a tone-matched reply in the owner's writing voice, and can issue a refund through the payments connector with explicit owner approval. With Shopify connected it also runs a proactive order-triage mode that surfaces orders needing attention — unfulfilled past the promised window, payment problems, pending refunds, stuck shipments — and drafts the next action for each before the customer has to ask. Use when the user says \"draft a response,\" \"answer this customer,\" \"where's my order, I want a refund,\" \"check my orders,\" or \"anything about to blow up.","author":"anthropics","license":"Apache-2.0","stars":25507,"dept":"support","deptName":"Customer support","task":"support/triage-tickets","taskName":"Ticket triage","hay":"ticket deflector reads a forwarded customer email or ticket, pulls order and refund status from a payments connector (paypal, square, or stripe) or shopify, account history from the crm, and open tickets from a support desk (zoho desk), drafts a tone-matched reply in the owner's writing voice, and can issue a refund through the payments connector with explicit owner approval. with shopify connected it also runs a proactive order-triage mode that surfaces orders needing attention — unfulfilled past the promised window, payment problems, pending refunds, stuck shipments — and drafts the next action for each before the customer has to ask. use when the user says \"draft a response,\" \"answer this customer,\" \"where's my order, i want a refund,\" \"check my orders,\" or \"anything about to blow up. ticket-deflector business & ops "},{"slug":"agent-installer","kind":"agent","name":"Agent installer","tagline":"Use this agent when the user wants to discover, browse, or install Claude Code agents from the awesome-claude-code-subagents repository.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"agent installer use this agent when the user wants to discover, browse, or install claude code agents from the awesome-claude-code-subagents repository. agent-installer coding "},{"slug":"agent-organizer","kind":"agent","name":"Agent organizer","tagline":"Use when you need to break a complex task into subtasks, match each to the capabilities of available subagents, and write a concrete team/workflow plan as Markdown.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"agent organizer use when you need to break a complex task into subtasks, match each to the capabilities of available subagents, and write a concrete team/workflow plan as markdown. agent-organizer coding "},{"slug":"ai-engineer-2","kind":"agent","name":"AI engineer","tagline":"Use this agent when architecting, implementing, or optimizing end-to-end AI systems—from model selection and training pipelines to production deployment and monitoring.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"ai engineer use this agent when architecting, implementing, or optimizing end-to-end ai systems—from model selection and training pipelines to production deployment and monitoring. ai-engineer-2 coding "},{"slug":"ai-writing-auditor","kind":"agent","name":"AI writing auditor","tagline":"Use this agent when you need to audit content for AI writing patterns and rewrite text to remove them.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"ai writing auditor use this agent when you need to audit content for ai writing patterns and rewrite text to remove them. ai-writing-auditor creator "},{"slug":"angular-architect","kind":"agent","name":"Angular architect","tagline":"Use when architecting enterprise Angular 15+ applications with complex state management, optimizing RxJS patterns, designing micro-frontend systems, or solving performance and scalability challenges in large codebases.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"angular architect use when architecting enterprise angular 15+ applications with complex state management, optimizing rxjs patterns, designing micro-frontend systems, or solving performance and scalability challenges in large codebases. angular-architect coding "},{"slug":"api-designer","kind":"agent","name":"API designer","tagline":"Use this agent when designing new APIs, creating API specifications, or refactoring existing API architecture for scalability and developer experience. Invoke when you need REST/GraphQL endpoint design, OpenAPI documentation, authentication patterns, or API versioning strategies.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"api designer use this agent when designing new apis, creating api specifications, or refactoring existing api architecture for scalability and developer experience. invoke when you need rest/graphql endpoint design, openapi documentation, authentication patterns, or api versioning strategies. api-designer coding "},{"slug":"api-documenter","kind":"agent","name":"API documenter","tagline":"Use this agent when creating or improving API documentation, writing OpenAPI specifications, building interactive documentation portals, or generating code examples for APIs.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"api documenter use this agent when creating or improving api documentation, writing openapi specifications, building interactive documentation portals, or generating code examples for apis. api-documenter coding "},{"slug":"architect-reviewer","kind":"agent","name":"Architect reviewer","tagline":"Use this agent when you need to evaluate system design decisions, architectural patterns, and technology choices at the macro level.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"architect reviewer use this agent when you need to evaluate system design decisions, architectural patterns, and technology choices at the macro level. architect-reviewer coding "},{"slug":"azure-infra-engineer","kind":"agent","name":"Azure infra engineer","tagline":"Use when designing, deploying, or managing Azure infrastructure with focus on network architecture, Entra ID integration, PowerShell automation, and Bicep IaC.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"azure infra engineer use when designing, deploying, or managing azure infrastructure with focus on network architecture, entra id integration, powershell automation, and bicep iac. azure-infra-engineer infrastructure & ops "},{"slug":"backend-developer","kind":"agent","name":"Backend developer","tagline":"Use this agent when building server-side APIs, microservices, and backend systems that require robust architecture, scalability planning, and production-ready implementation.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"backend developer use this agent when building server-side apis, microservices, and backend systems that require robust architecture, scalability planning, and production-ready implementation. backend-developer business & ops "},{"slug":"blockchain-developer","kind":"agent","name":"Blockchain developer","tagline":"Use this agent when building smart contracts, DApps, and blockchain protocols that require expertise in Solidity, gas optimization, security auditing, and Web3 integration.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"blockchain developer use this agent when building smart contracts, dapps, and blockchain protocols that require expertise in solidity, gas optimization, security auditing, and web3 integration. blockchain-developer coding "},{"slug":"build-engineer","kind":"agent","name":"Build engineer","tagline":"Use this agent when you need to optimize build performance, reduce compilation times, or scale build systems across growing teams.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"build engineer use this agent when you need to optimize build performance, reduce compilation times, or scale build systems across growing teams. build-engineer coding "},{"slug":"business-analyst","kind":"agent","name":"Business analyst","tagline":"Use when analyzing business processes, gathering requirements from stakeholders, or identifying process improvement opportunities to drive operational efficiency and measurable business value.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"business analyst use when analyzing business processes, gathering requirements from stakeholders, or identifying process improvement opportunities to drive operational efficiency and measurable business value. business-analyst business & ops "},{"slug":"chaos-engineer","kind":"agent","name":"Chaos engineer","tagline":"Use this agent when you need to design and execute controlled failure experiments, validate system resilience before incidents occur, or conduct game day exercises to test your team's incident response capabilities.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"chaos engineer use this agent when you need to design and execute controlled failure experiments, validate system resilience before incidents occur, or conduct game day exercises to test your team's incident response capabilities. chaos-engineer coding "},{"slug":"cli-developer","kind":"agent","name":"CLI developer","tagline":"Use this agent when building command-line tools and terminal applications that require intuitive command design, cross-platform compatibility, and optimized developer experience.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/web-framework","taskName":"Web frameworks","hay":"cli developer use this agent when building command-line tools and terminal applications that require intuitive command design, cross-platform compatibility, and optimized developer experience. cli-developer coding "},{"slug":"cloud-architect","kind":"agent","name":"Cloud architect","tagline":"Use this agent when you need to design, evaluate, or optimize cloud infrastructure architecture at scale. Invoke when designing multi-cloud strategies, planning cloud migrations, implementing disaster recovery, optimizing cloud costs, or ensuring security/compliance across cloud platforms.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"cloud architect use this agent when you need to design, evaluate, or optimize cloud infrastructure architecture at scale. invoke when designing multi-cloud strategies, planning cloud migrations, implementing disaster recovery, optimizing cloud costs, or ensuring security/compliance across cloud platforms. cloud-architect business & ops "},{"slug":"code-reviewer","kind":"agent","name":"Code reviewer","tagline":"Use this agent when you need to conduct comprehensive code reviews focusing on code quality, security vulnerabilities, and best practices.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"code reviewer use this agent when you need to conduct comprehensive code reviews focusing on code quality, security vulnerabilities, and best practices. code-reviewer coding "},{"slug":"codebase-orchestrator","kind":"agent","name":"Codebase orchestrator","tagline":"Use this agent when you need repository-wide refactor governance with explicit approval loops, weighted risk prioritization, diff previews, and deterministic fallback strategies.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"codebase orchestrator use this agent when you need repository-wide refactor governance with explicit approval loops, weighted risk prioritization, diff previews, and deterministic fallback strategies. codebase-orchestrator coding "},{"slug":"competitive-analyst","kind":"agent","name":"Competitive analyst","tagline":"Use when you need to analyze direct and indirect competitors, benchmark against market leaders, or develop strategies to strengthen competitive positioning and market advantage.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"competitive analyst use when you need to analyze direct and indirect competitors, benchmark against market leaders, or develop strategies to strengthen competitive positioning and market advantage. competitive-analyst business & ops "},{"slug":"compliance-auditor","kind":"agent","name":"Compliance auditor","tagline":"Use this agent when you need to achieve regulatory compliance, implement compliance controls, or prepare for audits across frameworks like GDPR, HIPAA, PCI DSS, SOC 2, and ISO standards.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"legal","deptName":"Legal & compliance","task":"legal/meet-regulation","taskName":"Regulation & privacy","hay":"compliance auditor use this agent when you need to achieve regulatory compliance, implement compliance controls, or prepare for audits across frameworks like gdpr, hipaa, pci dss, soc 2, and iso standards. compliance-auditor business & ops "},{"slug":"content-marketer","kind":"agent","name":"Content marketer","tagline":"Use this agent when you need to develop comprehensive content strategies, create SEO-optimized marketing content, or execute multi-channel content campaigns to drive engagement and conversions. Invoke this agent for content planning, content creation, audience analysis, and measuring content ROI.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"content marketer use this agent when you need to develop comprehensive content strategies, create seo-optimized marketing content, or execute multi-channel content campaigns to drive engagement and conversions. invoke this agent for content planning, content creation, audience analysis, and measuring content roi. content-marketer marketing "},{"slug":"context-manager","kind":"agent","name":"Context manager","tagline":"Use to organize the shared context and state that a multi-agent workflow keeps in files — deciding directory/file structure, naming conventions, what goes where, and how agents read and update it.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"context manager use to organize the shared context and state that a multi-agent workflow keeps in files — deciding directory/file structure, naming conventions, what goes where, and how agents read and update it. context-manager coding "},{"slug":"cpp-pro","kind":"agent","name":"Cpp pro","tagline":"Use this agent when building high-performance C++ systems requiring modern C++20/23 features, template metaprogramming, or zero-overhead abstractions for systems programming, embedded systems, or performance-critical applications.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"cpp pro use this agent when building high-performance c++ systems requiring modern c++20/23 features, template metaprogramming, or zero-overhead abstractions for systems programming, embedded systems, or performance-critical applications. cpp-pro coding "},{"slug":"csharp-developer","kind":"agent","name":"Csharp developer","tagline":"Use this agent when building ASP.NET Core web APIs, cloud-native .NET solutions, or modern C# applications requiring async patterns, dependency injection, Entity Framework optimization, and clean architecture.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"csharp developer use this agent when building asp.net core web apis, cloud-native .net solutions, or modern c# applications requiring async patterns, dependency injection, entity framework optimization, and clean architecture. csharp-developer coding "},{"slug":"customer-success-manager","kind":"agent","name":"Customer success manager","tagline":"Use this agent when you need to assess customer health, develop retention strategies, identify upsell opportunities, or maximize customer lifetime value. Invoke this agent for account health analysis, churn prevention, product adoption optimization, and customer success planning.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"support","deptName":"Customer support","task":"support/onboard-customer","taskName":"Customer onboarding","hay":"customer success manager use this agent when you need to assess customer health, develop retention strategies, identify upsell opportunities, or maximize customer lifetime value. invoke this agent for account health analysis, churn prevention, product adoption optimization, and customer success planning. customer-success-manager business & ops "},{"slug":"data-analyst","kind":"agent","name":"Data analyst","tagline":"Use when you need to extract insights from business data, create dashboards and reports, or perform statistical analysis to support decision-making.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"data","deptName":"Data & analytics","task":"data/analyse-data","taskName":"Data analysis","hay":"data analyst use when you need to extract insights from business data, create dashboards and reports, or perform statistical analysis to support decision-making. data-analyst data & ai "},{"slug":"data-engineer","kind":"agent","name":"Data engineer","tagline":"Use this agent when you need to design, build, or optimize data pipelines, ETL/ELT processes, and data infrastructure. Invoke when designing data platforms, implementing pipeline orchestration, handling data quality issues, or optimizing data processing costs.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/build-pipeline","taskName":"Data pipelines","hay":"data engineer use this agent when you need to design, build, or optimize data pipelines, etl/elt processes, and data infrastructure. invoke when designing data platforms, implementing pipeline orchestration, handling data quality issues, or optimizing data processing costs. data-engineer data & ai "},{"slug":"data-researcher","kind":"agent","name":"Data researcher","tagline":"Use this agent when you need to discover, collect, and validate data from multiple sources to fuel analysis and decision-making. Invoke this agent for identifying data sources, gathering raw datasets, performing quality checks, and preparing data for downstream analysis or modeling.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"data","deptName":"Data & analytics","task":"data/analyse-data","taskName":"Data analysis","hay":"data researcher use this agent when you need to discover, collect, and validate data from multiple sources to fuel analysis and decision-making. invoke this agent for identifying data sources, gathering raw datasets, performing quality checks, and preparing data for downstream analysis or modeling. data-researcher data & ai "},{"slug":"data-scientist","kind":"agent","name":"Data scientist","tagline":"Use this agent when you need to analyze data patterns, build predictive models, or extract statistical insights from datasets. Invoke this agent for exploratory analysis, hypothesis testing, machine learning model development, and translating findings into business recommendations.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"data","deptName":"Data & analytics","task":"data/analyse-data","taskName":"Data analysis","hay":"data scientist use this agent when you need to analyze data patterns, build predictive models, or extract statistical insights from datasets. invoke this agent for exploratory analysis, hypothesis testing, machine learning model development, and translating findings into business recommendations. data-scientist data & ai "},{"slug":"database-administrator","kind":"agent","name":"Database administrator","tagline":"Use this agent when optimizing database performance, implementing high-availability architectures, setting up disaster recovery, or managing database infrastructure for production systems.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"database administrator use this agent when optimizing database performance, implementing high-availability architectures, setting up disaster recovery, or managing database infrastructure for production systems. database-administrator coding "},{"slug":"database-optimizer","kind":"agent","name":"Database optimizer","tagline":"Use this agent when you need to analyze slow queries, optimize database performance across multiple systems, or implement indexing strategies to improve query execution.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"database optimizer use this agent when you need to analyze slow queries, optimize database performance across multiple systems, or implement indexing strategies to improve query execution. database-optimizer coding "},{"slug":"debugger","kind":"agent","name":"Debugger","tagline":"Use this agent when you need to diagnose and fix bugs, identify root causes of failures, or analyze error logs and stack traces to resolve issues.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"debugger use this agent when you need to diagnose and fix bugs, identify root causes of failures, or analyze error logs and stack traces to resolve issues. debugger coding "},{"slug":"dependency-manager","kind":"agent","name":"Dependency manager","tagline":"Use this agent when you need to audit dependencies for vulnerabilities, resolve version conflicts, optimize bundle sizes, or implement automated dependency updates.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"dependency manager use this agent when you need to audit dependencies for vulnerabilities, resolve version conflicts, optimize bundle sizes, or implement automated dependency updates. dependency-manager security "},{"slug":"deployment-engineer","kind":"agent","name":"Deployment engineer","tagline":"Use this agent when designing, building, or optimizing CI/CD pipelines and deployment automation strategies.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"deployment engineer use this agent when designing, building, or optimizing ci/cd pipelines and deployment automation strategies. deployment-engineer infrastructure & ops "},{"slug":"design-bridge","kind":"agent","name":"Design bridge","tagline":"Use this agent when you need to translate a DESIGN.md from the VoltAgent/awesome-design-md repository into polished Claude Code instructions for building user interfaces that faithfully match the chosen brand. Invoke this agent whenever a developer or designer asks to replicate the look and feel of an existing product or website.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"design bridge use this agent when you need to translate a design.md from the voltagent/awesome-design-md repository into polished claude code instructions for building user interfaces that faithfully match the chosen brand. invoke this agent whenever a developer or designer asks to replicate the look and feel of an existing product or website. design-bridge design & ui "},{"slug":"devops-engineer","kind":"agent","name":"Devops engineer","tagline":"Use this agent when building or optimizing infrastructure automation, CI/CD pipelines, containerization strategies, and deployment workflows to accelerate software delivery while maintaining reliability and security.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"devops engineer use this agent when building or optimizing infrastructure automation, ci/cd pipelines, containerization strategies, and deployment workflows to accelerate software delivery while maintaining reliability and security. devops-engineer infrastructure & ops "},{"slug":"devops-incident-responder","kind":"agent","name":"Devops incident responder","tagline":"Use when actively responding to production incidents, diagnosing critical service failures, or conducting incident postmortems to implement permanent fixes and preventative measures.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"devops incident responder use when actively responding to production incidents, diagnosing critical service failures, or conducting incident postmortems to implement permanent fixes and preventative measures. devops-incident-responder coding "},{"slug":"django-developer","kind":"agent","name":"Django developer","tagline":"Use when building Django 4+ web applications, REST APIs, or modernizing existing Django projects with async views and enterprise patterns.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"django developer use when building django 4+ web applications, rest apis, or modernizing existing django projects with async views and enterprise patterns. django-developer coding "},{"slug":"documentation-engineer","kind":"agent","name":"Documentation engineer","tagline":"Use this agent when you need to create, architect, or overhaul comprehensive documentation systems including API docs, tutorials, guides, and developer-friendly content that keeps pace with code changes.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/write-dev-docs","taskName":"Developer docs","hay":"documentation engineer use this agent when you need to create, architect, or overhaul comprehensive documentation systems including api docs, tutorials, guides, and developer-friendly content that keeps pace with code changes. documentation-engineer coding "},{"slug":"dotnet-core-expert","kind":"agent","name":"Dotnet core expert","tagline":"Use when building .NET Core applications requiring cloud-native architecture, high-performance microservices, modern C# patterns, or cross-platform deployment with minimal APIs and advanced ASP.NET Core features.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"dotnet core expert use when building .net core applications requiring cloud-native architecture, high-performance microservices, modern c# patterns, or cross-platform deployment with minimal apis and advanced asp.net core features. dotnet-core-expert coding "},{"slug":"dotnet-framework-4-8-expert","kind":"agent","name":"dotnet-framework-4.8-expert","tagline":"Use this agent when working on legacy .NET Framework 4.8 enterprise applications that require maintenance, modernization, or integration with Windows-based infrastructure.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"dotnet-framework-4.8-expert use this agent when working on legacy .net framework 4.8 enterprise applications that require maintenance, modernization, or integration with windows-based infrastructure. dotnet-framework-4-8-expert business & ops "},{"slug":"dx-optimizer","kind":"agent","name":"Dx optimizer","tagline":"Use this agent when optimizing the complete developer workflow including build times, feedback loops, testing efficiency, and developer satisfaction metrics across the entire development environment.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"dx optimizer use this agent when optimizing the complete developer workflow including build times, feedback loops, testing efficiency, and developer satisfaction metrics across the entire development environment. dx-optimizer coding "},{"slug":"electron-pro","kind":"agent","name":"Electron pro","tagline":"Use this agent when building Electron desktop applications that require native OS integration, cross-platform distribution, security hardening, and performance optimization. Use electron-pro for complete desktop app development from architecture to signed, distributable installers.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"electron pro use this agent when building electron desktop applications that require native os integration, cross-platform distribution, security hardening, and performance optimization. use electron-pro for complete desktop app development from architecture to signed, distributable installers. electron-pro coding "},{"slug":"elixir-expert","kind":"agent","name":"Elixir expert","tagline":"Use this agent when you need to build fault-tolerant, concurrent systems leveraging OTP patterns, GenServer architectures, and Phoenix framework for real-time applications.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/web-framework","taskName":"Web frameworks","hay":"elixir expert use this agent when you need to build fault-tolerant, concurrent systems leveraging otp patterns, genserver architectures, and phoenix framework for real-time applications. elixir-expert coding "},{"slug":"embedded-systems","kind":"agent","name":"Embedded systems","tagline":"Use when developing firmware for resource-constrained microcontrollers, implementing RTOS-based applications, or optimizing real-time systems where hardware constraints, latency guarantees, and reliability are critical.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"embedded systems use when developing firmware for resource-constrained microcontrollers, implementing rtos-based applications, or optimizing real-time systems where hardware constraints, latency guarantees, and reliability are critical. embedded-systems coding "},{"slug":"error-coordinator","kind":"agent","name":"Error coordinator","tagline":"Use when you need to mine error logs and agent output for recurring failure and cascade patterns, then document grounded recovery and cascade-prevention strategies (as Markdown specs) that other agents or humans can act on.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"error coordinator use when you need to mine error logs and agent output for recurring failure and cascade patterns, then document grounded recovery and cascade-prevention strategies (as markdown specs) that other agents or humans can act on. error-coordinator coding "},{"slug":"error-detective","kind":"agent","name":"Error detective","tagline":"Use this agent when you need to diagnose why errors are occurring in your system, correlate errors across services, identify root causes, and prevent future failures.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"error detective use this agent when you need to diagnose why errors are occurring in your system, correlate errors across services, identify root causes, and prevent future failures. error-detective coding "},{"slug":"fintech-engineer","kind":"agent","name":"Fintech engineer","tagline":"Use when building payment systems, financial integrations, or compliance-heavy financial applications that require secure transaction processing, regulatory adherence, and high transaction accuracy.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"fintech engineer use when building payment systems, financial integrations, or compliance-heavy financial applications that require secure transaction processing, regulatory adherence, and high transaction accuracy. fintech-engineer coding "},{"slug":"flutter-expert","kind":"agent","name":"Flutter expert","tagline":"Use when building cross-platform mobile applications with Flutter 3+ that require custom UI implementation, complex state management, native platform integrations, or performance optimization across iOS/Android/Web.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/mobile","taskName":"Mobile apps","hay":"flutter expert use when building cross-platform mobile applications with flutter 3+ that require custom ui implementation, complex state management, native platform integrations, or performance optimization across ios/android/web. flutter-expert coding "},{"slug":"frontend-developer-2","kind":"agent","name":"Frontend developer","tagline":"Use when building complete frontend applications across React, Vue, and Angular frameworks requiring multi-framework expertise and full-stack integration.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/ui-components","taskName":"UI components","hay":"frontend developer use when building complete frontend applications across react, vue, and angular frameworks requiring multi-framework expertise and full-stack integration. frontend-developer-2 coding "},{"slug":"fullstack-developer","kind":"agent","name":"Fullstack developer","tagline":"Use this agent when you need to build complete features spanning database, API, and frontend layers together as a cohesive unit.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"fullstack developer use this agent when you need to build complete features spanning database, api, and frontend layers together as a cohesive unit. fullstack-developer coding "},{"slug":"game-developer","kind":"agent","name":"Game developer","tagline":"Use this agent when implementing game systems, optimizing graphics rendering, building multiplayer networking, or developing gameplay mechanics for games targeting specific platforms.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/web-framework","taskName":"Web frameworks","hay":"game developer use this agent when implementing game systems, optimizing graphics rendering, building multiplayer networking, or developing gameplay mechanics for games targeting specific platforms. game-developer coding "},{"slug":"git-workflow-manager","kind":"agent","name":"Git workflow manager","tagline":"Use this agent when you need to design, establish, or optimize Git workflows, branching strategies, and merge management for a project or team.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"git workflow manager use this agent when you need to design, establish, or optimize git workflows, branching strategies, and merge management for a project or team. git-workflow-manager infrastructure & ops "},{"slug":"golang-pro","kind":"agent","name":"Golang pro","tagline":"Use when building Go applications requiring concurrent programming, high-performance systems, microservices, or cloud-native architectures where idiomatic patterns, error handling excellence, and efficiency are critical.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"golang pro use when building go applications requiring concurrent programming, high-performance systems, microservices, or cloud-native architectures where idiomatic patterns, error handling excellence, and efficiency are critical. golang-pro coding "},{"slug":"graphql-architect","kind":"agent","name":"Graphql architect","tagline":"Use this agent when designing or evolving GraphQL schemas across microservices, implementing federation architectures, or optimizing query performance in distributed graphs.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"graphql architect use this agent when designing or evolving graphql schemas across microservices, implementing federation architectures, or optimizing query performance in distributed graphs. graphql-architect coding "},{"slug":"healthcare-admin","kind":"agent","name":"Healthcare admin","tagline":"Use when working on healthcare administration tasks including revenue cycle management, HIPAA/compliance auditing, medical coding (ICD-10, CPT, DRGs), CMS cost reports, payer contract analysis, quality improvement, clinical operations, health IT/interoperability, population health, and pharmacy benefits.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"legal","deptName":"Legal & compliance","task":"legal/meet-regulation","taskName":"Regulation & privacy","hay":"healthcare admin use when working on healthcare administration tasks including revenue cycle management, hipaa/compliance auditing, medical coding (icd-10, cpt, drgs), cms cost reports, payer contract analysis, quality improvement, clinical operations, health it/interoperability, population health, and pharmacy benefits. healthcare-admin business & ops "},{"slug":"incident-responder","kind":"agent","name":"Incident responder","tagline":"Use this agent when an active security breach, service outage, or operational incident requires immediate response, evidence preservation, and coordinated recovery.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"incident responder use this agent when an active security breach, service outage, or operational incident requires immediate response, evidence preservation, and coordinated recovery. incident-responder coding "},{"slug":"iot-engineer","kind":"agent","name":"Iot engineer","tagline":"Use when designing and deploying IoT solutions requiring expertise in device management, edge computing, cloud integration, and handling challenges like massive device scale, complex connectivity scenarios, or real-time data pipelines.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"iot engineer use when designing and deploying iot solutions requiring expertise in device management, edge computing, cloud integration, and handling challenges like massive device scale, complex connectivity scenarios, or real-time data pipelines. iot-engineer infrastructure & ops "},{"slug":"it-ops-orchestrator","kind":"agent","name":"It ops orchestrator","tagline":"Use for orchestrating complex IT operations tasks that span multiple domains (PowerShell automation, .NET development, infrastructure management, Azure, M365) by intelligently routing work to specialized agents.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"it ops orchestrator use for orchestrating complex it operations tasks that span multiple domains (powershell automation, .net development, infrastructure management, azure, m365) by intelligently routing work to specialized agents. it-ops-orchestrator infrastructure & ops "},{"slug":"java-architect","kind":"agent","name":"Java architect","tagline":"Use this agent when designing enterprise Java architectures, migrating Spring Boot applications, or establishing microservices patterns for scalable cloud-native systems.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"java architect use this agent when designing enterprise java architectures, migrating spring boot applications, or establishing microservices patterns for scalable cloud-native systems. java-architect coding "},{"slug":"javascript-pro","kind":"agent","name":"Javascript pro","tagline":"Use this agent when you need to build, optimize, or refactor modern JavaScript code for browser, Node.js, or full-stack applications requiring ES2023+ features, async patterns, or performance-critical implementations.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"javascript pro use this agent when you need to build, optimize, or refactor modern javascript code for browser, node.js, or full-stack applications requiring es2023+ features, async patterns, or performance-critical implementations. javascript-pro coding "},{"slug":"knowledge-synthesizer","kind":"agent","name":"Knowledge synthesizer","tagline":"Use when you need to mine recurring patterns from agent logs, session transcripts, and workflow history, then write grounded, evidence-cited findings that other agents or humans can act on.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"knowledge synthesizer use when you need to mine recurring patterns from agent logs, session transcripts, and workflow history, then write grounded, evidence-cited findings that other agents or humans can act on. knowledge-synthesizer coding "},{"slug":"kotlin-specialist","kind":"agent","name":"Kotlin specialist","tagline":"Use when building Kotlin applications requiring advanced coroutine patterns, multiplatform code sharing, or Android/server-side development with functional programming principles.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/mobile","taskName":"Mobile apps","hay":"kotlin specialist use when building kotlin applications requiring advanced coroutine patterns, multiplatform code sharing, or android/server-side development with functional programming principles. kotlin-specialist coding "},{"slug":"kubernetes-specialist","kind":"agent","name":"Kubernetes specialist","tagline":"Use this agent when you need to design, deploy, configure, or troubleshoot Kubernetes clusters and workloads in production environments.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"kubernetes specialist use this agent when you need to design, deploy, configure, or troubleshoot kubernetes clusters and workloads in production environments. kubernetes-specialist infrastructure & ops "},{"slug":"laravel-specialist","kind":"agent","name":"Laravel specialist","tagline":"Use when building Laravel 10+ applications, architecting Eloquent models with complex relationships, implementing queue systems for async processing, or optimizing API performance.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"laravel specialist use when building laravel 10+ applications, architecting eloquent models with complex relationships, implementing queue systems for async processing, or optimizing api performance. laravel-specialist coding "},{"slug":"legacy-modernizer","kind":"agent","name":"Legacy modernizer","tagline":"Use this agent when modernizing legacy systems that need incremental migration strategies, technical debt reduction, and risk mitigation while maintaining business continuity.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"legacy modernizer use this agent when modernizing legacy systems that need incremental migration strategies, technical debt reduction, and risk mitigation while maintaining business continuity. legacy-modernizer coding "},{"slug":"legal-advisor","kind":"agent","name":"Legal advisor","tagline":"Use this agent when you need to draft contracts, review compliance requirements, develop IP protection strategies, or assess legal risks for technology businesses.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"legal advisor use this agent when you need to draft contracts, review compliance requirements, develop ip protection strategies, or assess legal risks for technology businesses. legal-advisor business & ops "},{"slug":"license-engineer","kind":"agent","name":"License engineer","tagline":"Use this agent when architecting, implementing, or optimizing end-to-end legal licensing systems—from OSI standard selection and dependency compliance pipelines to proprietary deployment and risk monitoring.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"legal","deptName":"Legal & compliance","task":"legal/check-licence","taskName":"Licences","hay":"license engineer use this agent when architecting, implementing, or optimizing end-to-end legal licensing systems—from osi standard selection and dependency compliance pipelines to proprietary deployment and risk monitoring. license-engineer business & ops "},{"slug":"llm-architect","kind":"agent","name":"LLM architect","tagline":"Use when designing LLM systems for production, implementing fine-tuning or RAG architectures, optimizing inference serving infrastructure, or managing multi-model deployments.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"llm architect use when designing llm systems for production, implementing fine-tuning or rag architectures, optimizing inference serving infrastructure, or managing multi-model deployments. llm-architect data & ai "},{"slug":"m365-admin","kind":"agent","name":"M365 admin","tagline":"Use when automating Microsoft 365 administrative tasks including Exchange Online mailbox provisioning, Teams collaboration management, SharePoint site configuration, license lifecycle management, and Graph API-driven identity automation.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"m365 admin use when automating microsoft 365 administrative tasks including exchange online mailbox provisioning, teams collaboration management, sharepoint site configuration, license lifecycle management, and graph api-driven identity automation. m365-admin infrastructure & ops "},{"slug":"machine-learning-engineer","kind":"agent","name":"Machine learning engineer","tagline":"Use this agent when you need to deploy, optimize, or serve machine learning models at scale in production environments.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"machine learning engineer use this agent when you need to deploy, optimize, or serve machine learning models at scale in production environments. machine-learning-engineer data & ai "},{"slug":"market-researcher","kind":"agent","name":"Market researcher","tagline":"Use this agent when you need to analyze markets, understand consumer behavior, assess competitive landscapes, and size opportunities to inform business strategy and market entry decisions.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"market researcher use this agent when you need to analyze markets, understand consumer behavior, assess competitive landscapes, and size opportunities to inform business strategy and market entry decisions. market-researcher business & ops "},{"slug":"mcp-developer","kind":"agent","name":"MCP developer","tagline":"Use this agent when you need to build, debug, or optimize Model Context Protocol (MCP) servers and clients that connect AI systems to external tools and data sources.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"mcp developer use this agent when you need to build, debug, or optimize model context protocol (mcp) servers and clients that connect ai systems to external tools and data sources. mcp-developer coding "},{"slug":"memory-curator","kind":"agent","name":"Memory curator","tagline":"Use to maintain an agent's long-term memory across sessions — deciding what is worth saving, recalling relevant context before acting, recording corrections without erasing history, and pruning what no longer helps.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"operations","deptName":"Operations","task":"operations/keep-notes","taskName":"Notes & knowledge","hay":"memory curator use to maintain an agent's long-term memory across sessions — deciding what is worth saving, recalling relevant context before acting, recording corrections without erasing history, and pruning what no longer helps. memory-curator business & ops "},{"slug":"microservices-architect","kind":"agent","name":"Microservices architect","tagline":"Use when designing distributed system architecture, decomposing monolithic applications into independent microservices, or establishing communication patterns between services at scale.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"microservices architect use when designing distributed system architecture, decomposing monolithic applications into independent microservices, or establishing communication patterns between services at scale. microservices-architect coding "},{"slug":"ml-engineer","kind":"agent","name":"Ml engineer","tagline":"Use this agent when building production ML systems requiring model training pipelines, model serving infrastructure, performance optimization, and automated retraining.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"ml engineer use this agent when building production ml systems requiring model training pipelines, model serving infrastructure, performance optimization, and automated retraining. ml-engineer infrastructure & ops "},{"slug":"mlops-engineer","kind":"agent","name":"Mlops engineer","tagline":"Use this agent when you need to design and implement ML infrastructure, set up CI/CD for machine learning models, establish model versioning systems, or optimize ML platforms for reliability and automation. Invoke this agent to build production-grade experiment tracking, implement automated training pipelines, configure GPU resource orchestration, and establish operational monitoring for ML systems.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"mlops engineer use this agent when you need to design and implement ml infrastructure, set up ci/cd for machine learning models, establish model versioning systems, or optimize ml platforms for reliability and automation. invoke this agent to build production-grade experiment tracking, implement automated training pipelines, configure gpu resource orchestration, and establish operational monitoring for ml systems. mlops-engineer coding "},{"slug":"mobile-app-developer","kind":"agent","name":"Mobile app developer","tagline":"Use this agent when developing iOS and Android mobile applications with focus on native or cross-platform implementation, performance optimization, and platform-specific user experience.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/mobile","taskName":"Mobile apps","hay":"mobile app developer use this agent when developing ios and android mobile applications with focus on native or cross-platform implementation, performance optimization, and platform-specific user experience. mobile-app-developer coding "},{"slug":"mobile-developer","kind":"agent","name":"Mobile developer","tagline":"Use this agent when building cross-platform mobile applications requiring native performance optimization, platform-specific features, and offline-first architecture. Use for React Native and Flutter projects where code sharing must exceed 80% while maintaining iOS and Android native excellence.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/mobile","taskName":"Mobile apps","hay":"mobile developer use this agent when building cross-platform mobile applications requiring native performance optimization, platform-specific features, and offline-first architecture. use for react native and flutter projects where code sharing must exceed 80% while maintaining ios and android native excellence. mobile-developer coding "},{"slug":"multi-agent-coordinator","kind":"agent","name":"Multi agent coordinator","tagline":"Use when you need to plan how multiple concurrent subagents should communicate, sequence their work, share state through files, and handle failures — written up as a coordination plan or convention in Markdown.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"multi agent coordinator use when you need to plan how multiple concurrent subagents should communicate, sequence their work, share state through files, and handle failures — written up as a coordination plan or convention in markdown. multi-agent-coordinator coding "},{"slug":"network-engineer","kind":"agent","name":"Network engineer","tagline":"Use this agent when designing, optimizing, or troubleshooting cloud and hybrid network infrastructures, or when addressing network security, performance, or reliability challenges.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"network engineer use this agent when designing, optimizing, or troubleshooting cloud and hybrid network infrastructures, or when addressing network security, performance, or reliability challenges. network-engineer infrastructure & ops "},{"slug":"nextjs-developer","kind":"agent","name":"Nextjs developer","tagline":"Use this agent when building production Next.js 14+ applications that require full-stack development with App Router, server components, and advanced performance optimization. Invoke when you need to architect or implement complete Next.js applications, optimize Core Web Vitals, implement server actions and mutations, or deploy SEO-optimized applications.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/web-framework","taskName":"Web frameworks","hay":"nextjs developer use this agent when building production next.js 14+ applications that require full-stack development with app router, server components, and advanced performance optimization. invoke when you need to architect or implement complete next.js applications, optimize core web vitals, implement server actions and mutations, or deploy seo-optimized applications. nextjs-developer coding "},{"slug":"nlp-engineer","kind":"agent","name":"Nlp engineer","tagline":"Use when building production NLP systems, implementing text processing pipelines, developing language models, or solving domain-specific NLP tasks like named entity recognition, sentiment analysis, or machine translation.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"nlp engineer use when building production nlp systems, implementing text processing pipelines, developing language models, or solving domain-specific nlp tasks like named entity recognition, sentiment analysis, or machine translation. nlp-engineer data & ai "},{"slug":"payment-integration","kind":"agent","name":"Payment integration","tagline":"Use this agent when implementing payment systems, integrating payment gateways, or handling financial transactions that require PCI compliance, fraud prevention, and secure transaction processing.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"finance","deptName":"Finance","task":"finance/do-books","taskName":"Bookkeeping","hay":"payment integration use this agent when implementing payment systems, integrating payment gateways, or handling financial transactions that require pci compliance, fraud prevention, and secure transaction processing. payment-integration business & ops "},{"slug":"penetration-tester","kind":"agent","name":"Penetration tester","tagline":"Use this agent when you need to conduct authorized security penetration tests to identify real vulnerabilities through active exploitation and validation. Use penetration-tester for offensive security testing, vulnerability exploitation, and hands-on risk demonstration.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"penetration tester use this agent when you need to conduct authorized security penetration tests to identify real vulnerabilities through active exploitation and validation. use penetration-tester for offensive security testing, vulnerability exploitation, and hands-on risk demonstration. penetration-tester security "},{"slug":"performance-engineer","kind":"agent","name":"Performance engineer","tagline":"Use this agent when you need to identify and eliminate performance bottlenecks in applications, databases, or infrastructure systems, and when baseline performance metrics need improvement.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"performance engineer use this agent when you need to identify and eliminate performance bottlenecks in applications, databases, or infrastructure systems, and when baseline performance metrics need improvement. performance-engineer coding "},{"slug":"performance-monitor","kind":"agent","name":"Performance monitor","tagline":"Use when you need to analyze existing metric, log, and output files to spot performance patterns and anomalies, then write a grounded, evidence-cited observability plan (what to measure, thresholds, dashboards) as Markdown.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"performance monitor use when you need to analyze existing metric, log, and output files to spot performance patterns and anomalies, then write a grounded, evidence-cited observability plan (what to measure, thresholds, dashboards) as markdown. performance-monitor coding "},{"slug":"php-pro","kind":"agent","name":"Php pro","tagline":"Use this agent when working with PHP 8.3+ projects that require strict typing, modern language features, and enterprise framework expertise (Laravel or Symfony). Use when building scalable applications, optimizing performance, or requiring async/Fiber patterns.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"php pro use this agent when working with php 8.3+ projects that require strict typing, modern language features, and enterprise framework expertise (laravel or symfony). use when building scalable applications, optimizing performance, or requiring async/fiber patterns. php-pro coding "},{"slug":"platform-engineer","kind":"agent","name":"Platform engineer","tagline":"Use when building or improving internal developer platforms (IDPs), designing self-service infrastructure, or optimizing developer workflows to reduce friction and accelerate delivery. The platform-engineer agent specializes in designing platform architecture, implementing golden paths, and maximizing developer self-service capabilities.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"platform engineer use when building or improving internal developer platforms (idps), designing self-service infrastructure, or optimizing developer workflows to reduce friction and accelerate delivery. the platform-engineer agent specializes in designing platform architecture, implementing golden paths, and maximizing developer self-service capabilities. platform-engineer business & ops "},{"slug":"postgres-pro","kind":"agent","name":"Postgres pro","tagline":"Use when you need to optimize PostgreSQL performance, design high-availability replication, or troubleshoot database issues at scale. Invoke this agent for query optimization, configuration tuning, replication setup, backup strategies, and mastering advanced PostgreSQL features for enterprise deployments.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/work-database","taskName":"Databases","hay":"postgres pro use when you need to optimize postgresql performance, design high-availability replication, or troubleshoot database issues at scale. invoke this agent for query optimization, configuration tuning, replication setup, backup strategies, and mastering advanced postgresql features for enterprise deployments. postgres-pro coding "},{"slug":"powershell-7-expert","kind":"agent","name":"Powershell 7 expert","tagline":"Use when building cross-platform cloud automation scripts, Azure infrastructure orchestration, or CI/CD pipelines requiring PowerShell 7+ with modern .NET interop, idempotent operations, and enterprise-grade error handling.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"powershell 7 expert use when building cross-platform cloud automation scripts, azure infrastructure orchestration, or ci/cd pipelines requiring powershell 7+ with modern .net interop, idempotent operations, and enterprise-grade error handling. powershell-7-expert infrastructure & ops "},{"slug":"powershell-module-architect","kind":"agent","name":"Powershell module architect","tagline":"Use this agent when architecting and refactoring PowerShell modules, designing profile systems, or creating cross-version compatible automation libraries. Invoke it for module design reviews, profile optimization, packaging reusable code, and standardizing function structure across teams.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"powershell module architect use this agent when architecting and refactoring powershell modules, designing profile systems, or creating cross-version compatible automation libraries. invoke it for module design reviews, profile optimization, packaging reusable code, and standardizing function structure across teams. powershell-module-architect infrastructure & ops "},{"slug":"powershell-security-hardening","kind":"agent","name":"Powershell security hardening","tagline":"Use this agent when you need to harden PowerShell automation, secure remoting configuration, enforce least-privilege design, or align scripts with enterprise security baselines and compliance frameworks.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"powershell security hardening use this agent when you need to harden powershell automation, secure remoting configuration, enforce least-privilege design, or align scripts with enterprise security baselines and compliance frameworks. powershell-security-hardening infrastructure & ops "},{"slug":"powershell-ui-architect","kind":"agent","name":"Powershell UI architect","tagline":"Use when designing or building desktop graphical interfaces (WinForms, WPF, Metro-style dashboards) or terminal user interfaces (TUIs) for PowerShell automation tools that need clean separation between UI and business logic.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"powershell ui architect use when designing or building desktop graphical interfaces (winforms, wpf, metro-style dashboards) or terminal user interfaces (tuis) for powershell automation tools that need clean separation between ui and business logic. powershell-ui-architect infrastructure & ops "},{"slug":"powershell-5-1-expert","kind":"agent","name":"powershell-5.1-expert","tagline":"Use when automating Windows infrastructure tasks requiring PowerShell 5.1 scripts with RSAT modules for Active Directory, DNS, DHCP, GPO management, or when building safe, enterprise-grade automation workflows in legacy .NET Framework environments.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"powershell-5.1-expert use when automating windows infrastructure tasks requiring powershell 5.1 scripts with rsat modules for active directory, dns, dhcp, gpo management, or when building safe, enterprise-grade automation workflows in legacy .net framework environments. powershell-5-1-expert infrastructure & ops "},{"slug":"product-manager-2","kind":"agent","name":"Product manager","tagline":"Use this agent when you need to make product strategy decisions, prioritize features, or define roadmap plans based on user needs and business goals.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"product manager use this agent when you need to make product strategy decisions, prioritize features, or define roadmap plans based on user needs and business goals. product-manager-2 business & ops "},{"slug":"project-manager-2","kind":"agent","name":"Project manager","tagline":"Use this agent when you need to establish project plans, track execution progress, manage risks, control budget/schedule, and coordinate stakeholders across complex initiatives.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"operations","deptName":"Operations","task":"operations/run-project","taskName":"Project management","hay":"project manager use this agent when you need to establish project plans, track execution progress, manage risks, control budget/schedule, and coordinate stakeholders across complex initiatives. project-manager-2 business & ops "},{"slug":"prompt-engineer","kind":"agent","name":"Prompt engineer","tagline":"Use this agent when you need to design, optimize, test, or evaluate prompts for large language models in production systems.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"prompt engineer use this agent when you need to design, optimize, test, or evaluate prompts for large language models in production systems. prompt-engineer coding "},{"slug":"python-pro","kind":"agent","name":"Python pro","tagline":"Use this agent when you need to build type-safe, production-ready Python code for web APIs, system utilities, or complex applications requiring modern async patterns and extensive type coverage.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"python pro use this agent when you need to build type-safe, production-ready python code for web apis, system utilities, or complex applications requiring modern async patterns and extensive type coverage. python-pro coding "},{"slug":"qa-expert","kind":"agent","name":"QA expert","tagline":"Use this agent when you need comprehensive quality assurance strategy, test planning across the entire development cycle, or quality metrics analysis to improve overall software quality.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"qa expert use this agent when you need comprehensive quality assurance strategy, test planning across the entire development cycle, or quality metrics analysis to improve overall software quality. qa-expert business & ops "},{"slug":"quant-analyst","kind":"agent","name":"Quant analyst","tagline":"Use this agent when you need to develop quantitative trading strategies, build financial models with rigorous mathematical foundations, or conduct advanced risk analytics for derivatives and portfolios. Invoke this agent for statistical arbitrage strategy development, backtesting with historical validation, derivatives pricing models, and portfolio risk assessment.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"finance","deptName":"Finance","task":"finance/trade-model","taskName":"Trading models","hay":"quant analyst use this agent when you need to develop quantitative trading strategies, build financial models with rigorous mathematical foundations, or conduct advanced risk analytics for derivatives and portfolios. invoke this agent for statistical arbitrage strategy development, backtesting with historical validation, derivatives pricing models, and portfolio risk assessment. quant-analyst business & ops "},{"slug":"rails-expert","kind":"agent","name":"Rails expert","tagline":"Use when building or modernizing Rails applications requiring API development, Hotwire reactivity, real-time features, background job processing, deployment automation, or Rails-idiomatic patterns for maximum productivity. Version-aware: adapts to Rails 7.x and 8.x projects.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"rails expert use when building or modernizing rails applications requiring api development, hotwire reactivity, real-time features, background job processing, deployment automation, or rails-idiomatic patterns for maximum productivity. version-aware: adapts to rails 7.x and 8.x projects. rails-expert coding "},{"slug":"react-specialist","kind":"agent","name":"React specialist","tagline":"Use when optimizing existing React applications for performance, implementing advanced React 18+ features, or solving complex state management and architectural challenges within React codebases.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/ui-components","taskName":"UI components","hay":"react specialist use when optimizing existing react applications for performance, implementing advanced react 18+ features, or solving complex state management and architectural challenges within react codebases. react-specialist coding "},{"slug":"refactoring-specialist","kind":"agent","name":"Refactoring specialist","tagline":"Use when you need to transform poorly structured, complex, or duplicated code into clean, maintainable systems while preserving all existing behavior.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"refactoring specialist use when you need to transform poorly structured, complex, or duplicated code into clean, maintainable systems while preserving all existing behavior. refactoring-specialist coding "},{"slug":"research-analyst","kind":"agent","name":"Research analyst","tagline":"Use this agent when you need comprehensive research across multiple sources with synthesis of findings into actionable insights, trend identification, and detailed reporting.","author":"VoltAgent","license":"MIT","stars":25241,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"research analyst use this agent when you need comprehensive research across multiple sources with synthesis of findings into actionable insights, trend identification, and detailed reporting. research-analyst data & ai "},{"slug":"risk-manager","kind":"agent","name":"Risk manager","tagline":"Use this agent when you need to identify, quantify, and mitigate enterprise-level risks across financial, operational, regulatory, and strategic domains. Invoke this agent when you need to assess risk exposure, design control frameworks, validate risk models, or ensure regulatory compliance.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"risk manager use this agent when you need to identify, quantify, and mitigate enterprise-level risks across financial, operational, regulatory, and strategic domains. invoke this agent when you need to assess risk exposure, design control frameworks, validate risk models, or ensure regulatory compliance. risk-manager business & ops "},{"slug":"rust-engineer","kind":"agent","name":"Rust engineer","tagline":"Use when building Rust systems where memory safety, ownership patterns, zero-cost abstractions, and performance optimization are critical for systems programming, embedded development, async applications, or high-performance services.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"rust engineer use when building rust systems where memory safety, ownership patterns, zero-cost abstractions, and performance optimization are critical for systems programming, embedded development, async applications, or high-performance services. rust-engineer coding "},{"slug":"sales-engineer-2","kind":"agent","name":"Sales engineer","tagline":"Use this agent when you need to conduct technical pre-sales activities including solution architecture, proof-of-concept development, and technical demonstrations for complex sales deals.","author":"VoltAgent","license":"MIT","stars":25241,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"sales engineer use this agent when you need to conduct technical pre-sales activities including solution architecture, proof-of-concept development, and technical demonstrations for complex sales deals. sales-engineer-2 sales & ecommerce "},{"slug":"scrum-master","kind":"agent","name":"Scrum master","tagline":"Use when teams need facilitation, process optimization, velocity improvement, or agile ceremony management—especially for sprint planning, retrospectives, impediment removal, and scaling agile practices across multiple teams.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"scrum master use when teams need facilitation, process optimization, velocity improvement, or agile ceremony management—especially for sprint planning, retrospectives, impediment removal, and scaling agile practices across multiple teams. scrum-master business & ops "},{"slug":"search-specialist","kind":"agent","name":"Search specialist","tagline":"Use when you need to find specific information across multiple sources using advanced search strategies, query optimization, and targeted information retrieval. Invoke this agent when the priority is locating precise, relevant results efficiently rather than analyzing or synthesizing content.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"data","deptName":"Data & analytics","task":"data/analyse-data","taskName":"Data analysis","hay":"search specialist use when you need to find specific information across multiple sources using advanced search strategies, query optimization, and targeted information retrieval. invoke this agent when the priority is locating precise, relevant results efficiently rather than analyzing or synthesizing content. search-specialist data & ai "},{"slug":"security-auditor","kind":"agent","name":"Security auditor","tagline":"Use this agent when conducting comprehensive security audits, compliance assessments, or risk evaluations across systems, infrastructure, and processes. Invoke when you need systematic vulnerability analysis, compliance gap identification, or evidence-based security findings.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"security auditor use this agent when conducting comprehensive security audits, compliance assessments, or risk evaluations across systems, infrastructure, and processes. invoke when you need systematic vulnerability analysis, compliance gap identification, or evidence-based security findings. security-auditor security "},{"slug":"security-engineer","kind":"agent","name":"Security engineer","tagline":"Use this agent when implementing comprehensive security solutions across infrastructure, building automated security controls into CI/CD pipelines, or establishing compliance and vulnerability management programs. Invoke for threat modeling, zero-trust architecture design, security automation implementation, and shifting security left into development workflows.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"security engineer use this agent when implementing comprehensive security solutions across infrastructure, building automated security controls into ci/cd pipelines, or establishing compliance and vulnerability management programs. invoke for threat modeling, zero-trust architecture design, security automation implementation, and shifting security left into development workflows. security-engineer security "},{"slug":"seo-specialist","kind":"agent","name":"SEO specialist","tagline":"Use this agent when you need comprehensive SEO optimization encompassing technical audits, keyword strategy, content optimization, and search rankings improvement.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo specialist use this agent when you need comprehensive seo optimization encompassing technical audits, keyword strategy, content optimization, and search rankings improvement. seo-specialist marketing "},{"slug":"slack-expert","kind":"agent","name":"Slack expert","tagline":"Use this agent when developing Slack applications, implementing Slack API integrations, or reviewing Slack bot code for security and best practices.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"slack expert use this agent when developing slack applications, implementing slack api integrations, or reviewing slack bot code for security and best practices. slack-expert coding "},{"slug":"spring-boot-engineer","kind":"agent","name":"Spring boot engineer","tagline":"Use this agent when building enterprise Spring Boot 3+ applications requiring microservices architecture, cloud-native deployment, or reactive programming patterns.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"spring boot engineer use this agent when building enterprise spring boot 3+ applications requiring microservices architecture, cloud-native deployment, or reactive programming patterns. spring-boot-engineer coding "},{"slug":"sql-pro","kind":"agent","name":"SQL pro","tagline":"Use this agent when you need to optimize complex SQL queries, design efficient database schemas, or solve performance issues across PostgreSQL, MySQL, SQL Server, and Oracle requiring advanced query optimization, index strategies, or data warehouse patterns.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/work-database","taskName":"Databases","hay":"sql pro use this agent when you need to optimize complex sql queries, design efficient database schemas, or solve performance issues across postgresql, mysql, sql server, and oracle requiring advanced query optimization, index strategies, or data warehouse patterns. sql-pro coding "},{"slug":"sre-engineer","kind":"agent","name":"Sre engineer","tagline":"Use this agent when you need to establish or improve system reliability through SLO definition, error budget management, and automation. Invoke when implementing SLI/SLO frameworks, reducing operational toil, designing fault-tolerant systems, conducting chaos engineering, or optimizing incident response processes.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"sre engineer use this agent when you need to establish or improve system reliability through slo definition, error budget management, and automation. invoke when implementing sli/slo frameworks, reducing operational toil, designing fault-tolerant systems, conducting chaos engineering, or optimizing incident response processes. sre-engineer coding "},{"slug":"swift-expert","kind":"agent","name":"Swift expert","tagline":"Use this agent when building native iOS, macOS, or server-side Swift applications requiring advanced concurrency patterns, protocol-oriented architecture, and Swift-specific optimizations. Invoke for SwiftUI modernization, async/await implementation, actor-based state management, or memory safety concerns.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/mobile","taskName":"Mobile apps","hay":"swift expert use this agent when building native ios, macos, or server-side swift applications requiring advanced concurrency patterns, protocol-oriented architecture, and swift-specific optimizations. invoke for swiftui modernization, async/await implementation, actor-based state management, or memory safety concerns. swift-expert coding "},{"slug":"task-distributor","kind":"agent","name":"Task distributor","tagline":"Use when you need to design and document a task-distribution strategy across multiple agents or workers — how to split work, order queues, respect priorities and deadlines, and balance load — written as a clear Markdown plan.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"task distributor use when you need to design and document a task-distribution strategy across multiple agents or workers — how to split work, order queues, respect priorities and deadlines, and balance load — written as a clear markdown plan. task-distributor business & ops "},{"slug":"technical-writer","kind":"agent","name":"Technical writer","tagline":"Use this agent when you need to create, improve, or maintain technical documentation including API references, user guides, SDK documentation, and getting-started guides.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"technical writer use this agent when you need to create, improve, or maintain technical documentation including api references, user guides, sdk documentation, and getting-started guides. technical-writer coding "},{"slug":"terraform-engineer","kind":"agent","name":"Terraform engineer","tagline":"Use when building, refactoring, or scaling infrastructure as code using Terraform with focus on multi-cloud deployments, module architecture, and enterprise-grade state management.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"terraform engineer use when building, refactoring, or scaling infrastructure as code using terraform with focus on multi-cloud deployments, module architecture, and enterprise-grade state management. terraform-engineer infrastructure & ops "},{"slug":"test-automator","kind":"agent","name":"Test automator","tagline":"Use this agent when you need to build, implement, or enhance automated test frameworks, create test scripts, or integrate testing into CI/CD pipelines.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"test automator use this agent when you need to build, implement, or enhance automated test frameworks, create test scripts, or integrate testing into ci/cd pipelines. test-automator coding "},{"slug":"tooling-engineer","kind":"agent","name":"Tooling engineer","tagline":"Use this agent when you need to build or enhance developer tools including CLIs, code generators, build tools, and IDE extensions.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"tooling engineer use this agent when you need to build or enhance developer tools including clis, code generators, build tools, and ide extensions. tooling-engineer coding "},{"slug":"trend-analyst","kind":"agent","name":"Trend analyst","tagline":"Use when analyzing emerging patterns, predicting industry shifts, or developing future scenarios to inform strategic planning and competitive positioning.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"trend analyst use when analyzing emerging patterns, predicting industry shifts, or developing future scenarios to inform strategic planning and competitive positioning. trend-analyst business & ops "},{"slug":"typescript-pro","kind":"agent","name":"Typescript pro","tagline":"Use when implementing TypeScript code requiring advanced type system patterns, complex generics, type-level programming, or end-to-end type safety across full-stack applications.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"typescript pro use when implementing typescript code requiring advanced type system patterns, complex generics, type-level programming, or end-to-end type safety across full-stack applications. typescript-pro coding "},{"slug":"ui-designer","kind":"agent","name":"UI designer","tagline":"Use this agent when designing visual interfaces, creating design systems, building component libraries, or refining user-facing aesthetics requiring expert visual design, interaction patterns, and accessibility considerations.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"ui designer use this agent when designing visual interfaces, creating design systems, building component libraries, or refining user-facing aesthetics requiring expert visual design, interaction patterns, and accessibility considerations. ui-designer design & ui "},{"slug":"ui-ux-tester","kind":"agent","name":"UI UX tester","tagline":"Use this agent when you need exhaustive UI and UX functionality testing driven by documented user flows, with browser or desktop interaction tooling and structured defect reporting.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"design","deptName":"Design","task":"design/map-flow","taskName":"User flows","hay":"ui ux tester use this agent when you need exhaustive ui and ux functionality testing driven by documented user flows, with browser or desktop interaction tooling and structured defect reporting. ui-ux-tester design & ui "},{"slug":"ux-researcher","kind":"agent","name":"UX researcher","tagline":"Use this agent when you need to conduct user research, analyze user behavior, or generate actionable insights to validate design decisions and uncover user needs. Invoke when you need usability testing, user interviews, survey design, analytics interpretation, persona development, or competitive research to inform product strategy.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"ux researcher use this agent when you need to conduct user research, analyze user behavior, or generate actionable insights to validate design decisions and uncover user needs. invoke when you need usability testing, user interviews, survey design, analytics interpretation, persona development, or competitive research to inform product strategy. ux-researcher business & ops "},{"slug":"vue-expert","kind":"agent","name":"Vue expert","tagline":"Use this agent when building Vue 3 applications that require Composition API mastery, reactivity optimization, or Nuxt 3 development with enterprise-scale performance concerns.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"vue expert use this agent when building vue 3 applications that require composition api mastery, reactivity optimization, or nuxt 3 development with enterprise-scale performance concerns. vue-expert coding "},{"slug":"websocket-engineer","kind":"agent","name":"Websocket engineer","tagline":"Use this agent when implementing real-time bidirectional communication features using WebSockets, Socket.IO, or similar technologies at scale.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/web-framework","taskName":"Web frameworks","hay":"websocket engineer use this agent when implementing real-time bidirectional communication features using websockets, socket.io, or similar technologies at scale. websocket-engineer coding "},{"slug":"windows-infra-admin","kind":"agent","name":"Windows infra admin","tagline":"Use when managing Windows Server infrastructure, Active Directory, DNS, DHCP, and Group Policy configurations, especially for enterprise-scale deployments requiring safe automation and compliance validation.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"windows infra admin use when managing windows server infrastructure, active directory, dns, dhcp, and group policy configurations, especially for enterprise-scale deployments requiring safe automation and compliance validation. windows-infra-admin infrastructure & ops "},{"slug":"wordpress-master","kind":"agent","name":"Wordpress master","tagline":"Use this agent when you need to architect, optimize, or troubleshoot WordPress implementations ranging from custom theme/plugin development to enterprise-scale multisite platforms. Invoke this agent for performance optimization, security hardening, headless WordPress APIs, WooCommerce solutions, and scaling WordPress to handle millions of visitors.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"engineering","deptName":"Development","task":"engineering/web-framework","taskName":"Web frameworks","hay":"wordpress master use this agent when you need to architect, optimize, or troubleshoot wordpress implementations ranging from custom theme/plugin development to enterprise-scale multisite platforms. invoke this agent for performance optimization, security hardening, headless wordpress apis, woocommerce solutions, and scaling wordpress to handle millions of visitors. wordpress-master coding "},{"slug":"workflow-orchestrator","kind":"agent","name":"Workflow orchestrator","tagline":"Use when you need to design workflow and state-machine definitions — states, transitions, error handling, and compensation/rollback logic — and write them as specs or config that other agents or a runtime can execute.","author":"VoltAgent","license":"MIT","stars":25241,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"workflow orchestrator use when you need to design workflow and state-machine definitions — states, transitions, error handling, and compensation/rollback logic — and write them as specs or config that other agents or a runtime can execute. workflow-orchestrator business & ops "},{"slug":"art","kind":"skill","name":"Art","tagline":"Static visual content across 20+ formats — diagrams, mermaid, infographics, D3 dashboards, comics, icons, wallpaper — via Nano Banana Pro (default), Nano Banana, and Flux. USE WHEN art, illustration, diagram, flowchart, infographic, header image, blog social thumbnail, visualize, generate image, mermaid, architecture diagram, comic, icon, blog art, framework diagram, D3 chart, remove background, wallpaper. NOT FOR locked house-style YouTube/channel/video thumbnails, video or animation (use Remotion), or web UI design and integrated frontend layout (use Webdesign).","author":"danielmiessler","license":"MIT","stars":19269,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"art static visual content across 20+ formats — diagrams, mermaid, infographics, d3 dashboards, comics, icons, wallpaper — via nano banana pro (default), nano banana, and flux. use when art, illustration, diagram, flowchart, infographic, header image, blog social thumbnail, visualize, generate image, mermaid, architecture diagram, comic, icon, blog art, framework diagram, d3 chart, remove background, wallpaper. not for locked house-style youtube/channel/video thumbnails, video or animation (use remotion), or web ui design and integrated frontend layout (use webdesign). art creator "},{"slug":"arxiv","kind":"skill","name":"Arxiv","tagline":"Search and retrieve arXiv academic papers by topic, category, or paper ID — with AlphaXiv-enriched AI-generated overviews. Uses arXiv Atom API across cs.AI/cs.LG/cs.CL/cs.CR/cs.MA/cs.SE/cs.IR. Three workflows: Latest, Search, Paper. USE WHEN arxiv, papers, latest papers, research papers, recent ML papers, paper lookup, summarize paper, latest LLM papers, AI safety papers, cs.AI latest. NOT FOR general research (Research), URL parsing, or annual reports.","author":"danielmiessler","license":"MIT","stars":19269,"dept":"product","deptName":"Product","task":"product/deep-research","taskName":"Deep research","hay":"arxiv search and retrieve arxiv academic papers by topic, category, or paper id — with alphaxiv-enriched ai-generated overviews. uses arxiv atom api across cs.ai/cs.lg/cs.cl/cs.cr/cs.ma/cs.se/cs.ir. three workflows: latest, search, paper. use when arxiv, papers, latest papers, research papers, recent ml papers, paper lookup, summarize paper, latest llm papers, ai safety papers, cs.ai latest. not for general research (research), url parsing, or annual reports. arxiv business & ops "},{"slug":"audioeditor","kind":"skill","name":"Audioeditor","tagline":"AI audio editing pipeline: Whisper word-level transcription → Claude segment classification (KEEP/CUT_FILLER/CUT_FALSE_START/CUT_STUTTER/CUT_DEAD_AIR) → ffmpeg with 40ms qsin crossfades and room-tone fill → optional Cleanvoice cloud polish; plus GateScan/GateRepair for noise-gate ticking artifacts. Modes: --preview, --aggressive, --polish. Workflow: Clean. USE WHEN clean audio, edit audio, remove filler words, clean podcast, remove ums, cut dead air, polish audio, trim recording, cut stutters, ticking audio, clicking audio, audio clicks, gate artifacts, popping audio. NOT FOR video composition (use Remotion).","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"audioeditor ai audio editing pipeline: whisper word-level transcription → claude segment classification (keep/cut_filler/cut_false_start/cut_stutter/cut_dead_air) → ffmpeg with 40ms qsin crossfades and room-tone fill → optional cleanvoice cloud polish; plus gatescan/gaterepair for noise-gate ticking artifacts. modes: --preview, --aggressive, --polish. workflow: clean. use when clean audio, edit audio, remove filler words, clean podcast, remove ums, cut dead air, polish audio, trim recording, cut stutters, ticking audio, clicking audio, audio clicks, gate artifacts, popping audio. not for video composition (use remotion). audioeditor uncategorised "},{"slug":"becreative","kind":"skill","name":"Becreative","tagline":"Divergent ideation and corpus expansion via Verbalized Sampling plus extended thinking — single-shot generates several internally diverse candidates and surfaces the strongest, or expands a seed corpus into a diverse dataset for evals and test sets. USE WHEN be creative, brainstorm, divergent ideas, creative solutions, maximum creativity, tree of thoughts, radically different, name this, creative angle, expand this corpus, synthetic data, generate diverse examples, create test set. NOT FOR multi-cycle evolutionary ideation with Lamarckian meta-learning (use Ideate).","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"becreative divergent ideation and corpus expansion via verbalized sampling plus extended thinking — single-shot generates several internally diverse candidates and surfaces the strongest, or expands a seed corpus into a diverse dataset for evals and test sets. use when be creative, brainstorm, divergent ideas, creative solutions, maximum creativity, tree of thoughts, radically different, name this, creative angle, expand this corpus, synthetic data, generate diverse examples, create test set. not for multi-cycle evolutionary ideation with lamarckian meta-learning (use ideate). becreative uncategorised "},{"slug":"biascheck","kind":"skill","name":"Biascheck","tagline":"Three-layer bias analysis on any URL, file, or text — auto-fetches the content and any cited study, then audits data-level biases, source conflicts of interest, and journalism-added distortions, separating what the data supports from what's editorialized. USE WHEN bias analysis, analyze bias, bias check, check this study, who funded this, is this source biased, fact-check article, methodological flaws, source credibility, what's wrong with this claim. NOT FOR psychological author analysis, research synthesis (use Research), entity due diligence.","author":"danielmiessler","license":"MIT","stars":19269,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"biascheck three-layer bias analysis on any url, file, or text — auto-fetches the content and any cited study, then audits data-level biases, source conflicts of interest, and journalism-added distortions, separating what the data supports from what's editorialized. use when bias analysis, analyze bias, bias check, check this study, who funded this, is this source biased, fact-check article, methodological flaws, source credibility, what's wrong with this claim. not for psychological author analysis, research synthesis (use research), entity due diligence. biascheck creator "},{"slug":"bitterpillengineering","kind":"skill","name":"Bitterpillengineering","tagline":"Audits any AI instruction set for over-prompting using the core test — would a smarter model make this rule unnecessary? Applies Five Questions to every rule (Claude already does this? Contradiction? Redundant? One-off fix? Vague?) then classifies as CUT/RESOLVE/MERGE/EVALUATE/SHARPEN/MOVE/KEEP. Workflows: Audit (full system, token savings), QuickCheck (single file). Principle: less scaffolding = better output. USE WHEN BPE, bitter pill, audit setup, over-prompting, trim instructions, dead weight, simplify setup, clean up CLAUDE.md. NOT FOR attacking logical flaws in ideas (use RedTeam).","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"bitterpillengineering audits any ai instruction set for over-prompting using the core test — would a smarter model make this rule unnecessary? applies five questions to every rule (claude already does this? contradiction? redundant? one-off fix? vague?) then classifies as cut/resolve/merge/evaluate/sharpen/move/keep. workflows: audit (full system, token savings), quickcheck (single file). principle: less scaffolding = better output. use when bpe, bitter pill, audit setup, over-prompting, trim instructions, dead weight, simplify setup, clean up claude.md. not for attacking logical flaws in ideas (use redteam). bitterpillengineering uncategorised "},{"slug":"brightdata","kind":"skill","name":"Brightdata","tagline":"4-tier progressive web scraping that auto-escalates WebFetch to curl to Interceptor to Bright Data proxy for bot detection and CAPTCHAs, with single-URL and multi-page crawl modes, output as markdown. USE WHEN Bright Data, scrape URL, web scraping, bot detection, crawl site, CAPTCHA, can't access, site blocking, extract page content, scrape whole site, spider domain, convert URL to markdown, getting blocked. NOT FOR simple public content (use WebFetch directly), social platform scraping with named actors (use Apify), or real-Chrome bot bypass with logged-in sessions and zero CDP fingerprint (use Interceptor).","author":"danielmiessler","license":"MIT","stars":19269,"dept":"data","deptName":"Data & analytics","task":"data/scrape-web","taskName":"Scraping & extraction","hay":"brightdata 4-tier progressive web scraping that auto-escalates webfetch to curl to interceptor to bright data proxy for bot detection and captchas, with single-url and multi-page crawl modes, output as markdown. use when bright data, scrape url, web scraping, bot detection, crawl site, captcha, can't access, site blocking, extract page content, scrape whole site, spider domain, convert url to markdown, getting blocked. not for simple public content (use webfetch directly), social platform scraping with named actors (use apify), or real-chrome bot bypass with logged-in sessions and zero cdp fingerprint (use interceptor). brightdata data & ai "},{"slug":"clauderesearcher","kind":"agent","name":"Clauderesearcher","tagline":"Academic researcher using Claude's WebSearch. Called BY Research skill workflows only. Excels at multi-query decomposition, parallel search execution, and synthesizing scholarly sources.","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"clauderesearcher academic researcher using claude's websearch. called by research skill workflows only. excels at multi-query decomposition, parallel search execution, and synthesizing scholarly sources. clauderesearcher uncategorised "},{"slug":"cmux","kind":"skill","name":"Cmux","tagline":"Drives cmux as an agent cockpit to boot, race, and monitor visible agent teams. Mac-only. USE WHEN cmux, agent cockpit, boot an agent team, orchestrate agents, three-tier orchestration, agent race, needle-in-haystack hotfix, agent fleet, 2x2 fleet, watch/monitor my agents, scale compute to scale impact, send a prompt to a running agent, multiplexer, terminal cockpit, orchestrator lead worker. NOT FOR one-shot in-harness subagents with no terminal to watch (use Agent/Workflow), the Pulse dashboard itself (cmux feeds it, use Pulse), browser deploy-verification (use Interceptor), or Linux/Windows (cmux is Mac-only — use tmux).","author":"danielmiessler","license":"MIT","stars":19269,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"cmux drives cmux as an agent cockpit to boot, race, and monitor visible agent teams. mac-only. use when cmux, agent cockpit, boot an agent team, orchestrate agents, three-tier orchestration, agent race, needle-in-haystack hotfix, agent fleet, 2x2 fleet, watch/monitor my agents, scale compute to scale impact, send a prompt to a running agent, multiplexer, terminal cockpit, orchestrator lead worker. not for one-shot in-harness subagents with no terminal to watch (use agent/workflow), the pulse dashboard itself (cmux feeds it, use pulse), browser deploy-verification (use interceptor), or linux/windows (cmux is mac-only — use tmux). cmux coding "},{"slug":"codexresearcher","kind":"agent","name":"Codexresearcher","tagline":"Remy - Eccentric, curiosity-driven technical archaeologist who treats research like treasure hunting. Powered by OpenAI's flagship model via `codex exec` in deep-reasoning mode (reasoning_effort=high) with live web search; the model ID resolves from CROSS_VENDOR in models.ts. Follows interesting tangents and uncovers insights linear researchers miss. TypeScript-focused.","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"codexresearcher remy - eccentric, curiosity-driven technical archaeologist who treats research like treasure hunting. powered by openai's flagship model via `codex exec` in deep-reasoning mode (reasoning_effort=high) with live web search; the model id resolves from cross_vendor in models.ts. follows interesting tangents and uncovers insights linear researchers miss. typescript-focused. codexresearcher uncategorised "},{"slug":"cortex","kind":"skill","name":"Cortex","tagline":"Operate Cortex, the LifeOS memory system — the typed Knowledge Archive (People, Companies, Ideas, Research with typed related: links) plus recall of prior work sessions, ISAs, and conversations. Search, add, harvest, develop, ingest, distill, graph-navigate, recall. USE WHEN cortex, knowledge, knowledge base, search knowledge, what do we know about, archive, harvest, knowledge status, develop note, add to knowledge, ingest, contradictions, knowledge graph, retrieve, mine conversations, distill, weekly digest, cortex digest, context search, prior work, recall, remember, previous sessions, context recovery, what did we do, find session, search history, resume, pick up where we left off, cold start, yesterday's work, last week, the one about. NOT FOR published-content semantic search across blog/newsletter/X/LinkedIn, or one-shot URL/YouTube ingestion via the Arbol harvester pipeline.","author":"danielmiessler","license":"MIT","stars":19269,"dept":"operations","deptName":"Operations","task":"operations/keep-notes","taskName":"Notes & knowledge","hay":"cortex operate cortex, the lifeos memory system — the typed knowledge archive (people, companies, ideas, research with typed related: links) plus recall of prior work sessions, isas, and conversations. search, add, harvest, develop, ingest, distill, graph-navigate, recall. use when cortex, knowledge, knowledge base, search knowledge, what do we know about, archive, harvest, knowledge status, develop note, add to knowledge, ingest, contradictions, knowledge graph, retrieve, mine conversations, distill, weekly digest, cortex digest, context search, prior work, recall, remember, previous sessions, context recovery, what did we do, find session, search history, resume, pick up where we left off, cold start, yesterday's work, last week, the one about. not for published-content semantic search across blog/newsletter/x/linkedin, or one-shot url/youtube ingestion via the arbol harvester pipeline. cortex business & ops "},{"slug":"council","kind":"skill","name":"Council","tagline":"Multi-agent collaborative debate producing visible round-by-round transcripts with real intellectual friction — members are topic-briefed custom agents, run as a 3-round DEBATE or a 1-round QUICK check, to find the best path. USE WHEN council, debate, multiple perspectives, weigh options, deliberate, get different views, what would experts say, pros and cons. NOT FOR pure adversarial attack (use RedTeam).","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"council multi-agent collaborative debate producing visible round-by-round transcripts with real intellectual friction — members are topic-briefed custom agents, run as a 3-round debate or a 1-round quick check, to find the best path. use when council, debate, multiple perspectives, weigh options, deliberate, get different views, what would experts say, pros and cons. not for pure adversarial attack (use redteam). council uncategorised "},{"slug":"createcli","kind":"skill","name":"Createcli","tagline":"Generates production-ready TypeScript CLIs via a 3-tier template system (manual arg parsing, Commander.js, oclif), each shipping full implementation, docs, package.json, strict config, JSON output, and exit-code compliance. USE WHEN create CLI, build CLI, command-line tool, wrap API, add command, upgrade tier, TypeScript CLI. NOT FOR LifeOS skill scaffolding (use CreateSkill).","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"createcli generates production-ready typescript clis via a 3-tier template system (manual arg parsing, commander.js, oclif), each shipping full implementation, docs, package.json, strict config, json output, and exit-code compliance. use when create cli, build cli, command-line tool, wrap api, add command, upgrade tier, typescript cli. not for lifeos skill scaffolding (use createskill). createcli uncategorised "},{"slug":"createskill-danielmiessler","kind":"skill","name":"CreateSkill","tagline":"Mandatory orchestrator for all LifeOS skill work — creating, editing, adding a workflow or tool, renaming, validating, or canonicalizing any skill. Handrolling skill files is forbidden; owns the full lifecycle: scaffold, validate, canonicalize, test, improve. USE WHEN create skill, new skill, make a skill, build a skill, set up a skill, private skill, make a X skill, add a workflow, add a tool, edit/change/update/rename a skill, skill frontmatter, validate skill, check skill, canonicalize, scaffold skill, test skill, improve skill, optimize description, skill not triggering, overtriggering. NOT FOR TypeScript CLI generation (use CreateCLI).","author":"danielmiessler","license":"MIT","stars":19269,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"createskill mandatory orchestrator for all lifeos skill work — creating, editing, adding a workflow or tool, renaming, validating, or canonicalizing any skill. handrolling skill files is forbidden; owns the full lifecycle: scaffold, validate, canonicalize, test, improve. use when create skill, new skill, make a skill, build a skill, set up a skill, private skill, make a x skill, add a workflow, add a tool, edit/change/update/rename a skill, skill frontmatter, validate skill, check skill, canonicalize, scaffold skill, test skill, improve skill, optimize description, skill not triggering, overtriggering. not for typescript cli generation (use createcli). createskill-danielmiessler business & ops "},{"slug":"daemon","kind":"skill","name":"Daemon","tagline":"Manage the public daemon profile — a digital representation of what you're working on. DaemonAggregator reads LifeOS sources (TELOS, KNOWLEDGE, PROJECTS, MEMORY/WORK, identity) → daemon-data.json. SecurityFilter strips names/paths/credentials via deterministic patterns (NOT LLM). Workflows: UpdateDaemon, ReadDaemon, PreviewDaemon, DeployDaemon. USE WHEN daemon, update daemon, daemon profile, deploy daemon, preview daemon, read daemon, public profile, digital presence. NOT FOR LifeOS system management.","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"daemon manage the public daemon profile — a digital representation of what you're working on. daemonaggregator reads lifeos sources (telos, knowledge, projects, memory/work, identity) → daemon-data.json. securityfilter strips names/paths/credentials via deterministic patterns (not llm). workflows: updatedaemon, readdaemon, previewdaemon, deploydaemon. use when daemon, update daemon, daemon profile, deploy daemon, preview daemon, read daemon, public profile, digital presence. not for lifeos system management. daemon uncategorised "},{"slug":"detectai","kind":"skill","name":"Detectai","tagline":"Detects AI-generated writing four ways — a heuristic audit against a catalog of known AI patterns, deterministic statistical signals (n-gram entropy, burstiness, repetition, stylometry — features never verdicts), an empirical Pangram score calibrated against known-human baselines, and a keyless scan for watermark and steganography signatures (invisible characters, homoglyphs, bidi, odd whitespace) in the bytes. USE WHEN detect AI writing, is this AI, AI detection, AI detector, did an AI write this, does this sound like AI, AI writing score, pangram, scan for AI tells, flag AI patterns, AI-isms, statistical AI signals, burstiness, text entropy, is this watermarked, detect watermark, steganography, zero-width chars, hidden characters, invisible unicode, compare drafts for AI-ness. NOT FOR rewriting prose to strip AI patterns (use a voice/authoring skill), plagiarism detection, detecting AI-generated images/video/code, or judging whether writing is any good.","author":"danielmiessler","license":"MIT","stars":19269,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"detectai detects ai-generated writing four ways — a heuristic audit against a catalog of known ai patterns, deterministic statistical signals (n-gram entropy, burstiness, repetition, stylometry — features never verdicts), an empirical pangram score calibrated against known-human baselines, and a keyless scan for watermark and steganography signatures (invisible characters, homoglyphs, bidi, odd whitespace) in the bytes. use when detect ai writing, is this ai, ai detection, ai detector, did an ai write this, does this sound like ai, ai writing score, pangram, scan for ai tells, flag ai patterns, ai-isms, statistical ai signals, burstiness, text entropy, is this watermarked, detect watermark, steganography, zero-width chars, hidden characters, invisible unicode, compare drafts for ai-ness. not for rewriting prose to strip ai patterns (use a voice/authoring skill), plagiarism detection, detecting ai-generated images/video/code, or judging whether writing is any good. detectai creator "},{"slug":"evals","kind":"skill","name":"Evals","tagline":"Assertion-first AI eval framework aligned to Anthropic's 'Demystifying evals for AI agents' — typed deterministic asserts + a forced-structured LLM judge over an input→assert case schema, pass^k/pass@k, capability vs regression suites, subscription-billed. USE WHEN eval, evaluate, benchmark, regression test, assertion, assert, llm-rubric, judge, pass@k, pass^k, grade output, compare prompts/models, test agent. NOT FOR scientific-method framing (use Science), property/mutation testing of code (use Hardening), or live UI verification (use Interceptor).","author":"danielmiessler","license":"MIT","stars":19269,"dept":"data","deptName":"Data & analytics","task":"data/analyse-data","taskName":"Data analysis","hay":"evals assertion-first ai eval framework aligned to anthropic's 'demystifying evals for ai agents' — typed deterministic asserts + a forced-structured llm judge over an input→assert case schema, pass^k/pass@k, capability vs regression suites, subscription-billed. use when eval, evaluate, benchmark, regression test, assertion, assert, llm-rubric, judge, pass@k, pass^k, grade output, compare prompts/models, test agent. not for scientific-method framing (use science), property/mutation testing of code (use hardening), or live ui verification (use interceptor). evals data & ai "},{"slug":"extractwisdom","kind":"skill","name":"Extractwisdom","tagline":"Content-adaptive wisdom extraction that reads content first, detects which wisdom domains are present, and builds custom sections around them, with five depth levels and mandatory contrarian takes; pulls YouTube via fabric and articles via WebFetch. USE WHEN extract wisdom, analyze video, analyze podcast, extract insights, key takeaways, summarize interview, distill content. NOT FOR static Fabric extract_wisdom pattern (use Fabric).","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"extractwisdom content-adaptive wisdom extraction that reads content first, detects which wisdom domains are present, and builds custom sections around them, with five depth levels and mandatory contrarian takes; pulls youtube via fabric and articles via webfetch. use when extract wisdom, analyze video, analyze podcast, extract insights, key takeaways, summarize interview, distill content. not for static fabric extract_wisdom pattern (use fabric). extractwisdom uncategorised "},{"slug":"fabric","kind":"skill","name":"Fabric","tagline":"Execute any of 240+ specialized prompt patterns natively across Extraction, Summarization, Analysis, Creation, Improvement, Security, Rating. Common: extract_wisdom, create_threat_model, analyze_claims, improve_writing, review_code, mermaid, youtube_summary. CLI used only for YouTube transcript (-y) and URL fallback (-u). Two workflows: ExecutePattern, UpdatePatterns. USE WHEN fabric, fabric pattern, run fabric, update patterns, threat model, analyze claims, improve writing, review code, mermaid, STRIDE, sigma rules. NOT FOR multi-agent investigation (Research) or content-adaptive extraction (ExtractWisdom).","author":"danielmiessler","license":"MIT","stars":19269,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"fabric execute any of 240+ specialized prompt patterns natively across extraction, summarization, analysis, creation, improvement, security, rating. common: extract_wisdom, create_threat_model, analyze_claims, improve_writing, review_code, mermaid, youtube_summary. cli used only for youtube transcript (-y) and url fallback (-u). two workflows: executepattern, updatepatterns. use when fabric, fabric pattern, run fabric, update patterns, threat model, analyze claims, improve writing, review code, mermaid, stride, sigma rules. not for multi-agent investigation (research) or content-adaptive extraction (extractwisdom). fabric security "},{"slug":"firstprinciples","kind":"skill","name":"Firstprinciples","tagline":"Physics-based reasoning framework (Musk methodology) that deconstructs a problem to irreducible fundamental truths, classifies every element as hard constraint, soft constraint, or assumption, then reconstructs the optimal solution from fundamentals alone. USE WHEN first principles, fundamental truths, challenge assumptions, real constraint, rebuild from scratch, start over, physics first, question everything, reasoning by analogy. NOT FOR structural feedback loops (use SystemsThinking).","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"firstprinciples physics-based reasoning framework (musk methodology) that deconstructs a problem to irreducible fundamental truths, classifies every element as hard constraint, soft constraint, or assumption, then reconstructs the optimal solution from fundamentals alone. use when first principles, fundamental truths, challenge assumptions, real constraint, rebuild from scratch, start over, physics first, question everything, reasoning by analogy. not for structural feedback loops (use systemsthinking). firstprinciples uncategorised "},{"slug":"forge","kind":"agent","name":"Forge","tagline":"OpenAI-family cross-vendor agent — runs OpenAI's flagship coding model via `codex exec` (ID resolved from CROSS_VENDOR in models.ts, never pinned in prose). TWO MODES set by the spawn prompt. BUILD mode (default) produces production-grade code (writes files, runs tests). AUDIT mode (read-only) is the cross-vendor verification pass — it surfaces Anthropic-family blind spots the Claude executor and any Claude reviewer share, and returns schema-enforced JSON. Shares one personality with Max — extremely careful, critical, analytical, deliberate about applying the system's thinking skills; Max is the Anthropic-lineage counterpart for heavy analysis, Forge is the OpenAI-lineage builder and cross-vendor eye. Replaces the former separate Cato agent (folded in 2026-06-17). One invariant: Forge never audits work Forge built.","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"forge openai-family cross-vendor agent — runs openai's flagship coding model via `codex exec` (id resolved from cross_vendor in models.ts, never pinned in prose). two modes set by the spawn prompt. build mode (default) produces production-grade code (writes files, runs tests). audit mode (read-only) is the cross-vendor verification pass — it surfaces anthropic-family blind spots the claude executor and any claude reviewer share, and returns schema-enforced json. shares one personality with max — extremely careful, critical, analytical, deliberate about applying the system's thinking skills; max is the anthropic-lineage counterpart for heavy analysis, forge is the openai-lineage builder and cross-vendor eye. replaces the former separate cato agent (folded in 2026-06-17). one invariant: forge never audits work forge built. forge uncategorised "},{"slug":"gemini-danielmiessler","kind":"agent","name":"Gemini","tagline":"Google cross-vendor agent running the top Gemini reasoning model via LIFEOS/TOOLS/GeminiSearch.ts --pro — a third vendor's opinion on public material, vendor panels and bake-offs, and grounded takes where Google Search grounding helps. PUBLIC data class only (same Tier-2 egress ceiling as GeminiResearcher). Never Restricted Data, never the reasoning/audit lanes, never a second look. For multi-perspective research sweeps inside Research workflows, GeminiResearcher remains the specialist.","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"gemini google cross-vendor agent running the top gemini reasoning model via lifeos/tools/geminisearch.ts --pro — a third vendor's opinion on public material, vendor panels and bake-offs, and grounded takes where google search grounding helps. public data class only (same tier-2 egress ceiling as geminiresearcher). never restricted data, never the reasoning/audit lanes, never a second look. for multi-perspective research sweeps inside research workflows, geminiresearcher remains the specialist. gemini-danielmiessler uncategorised "},{"slug":"geminiresearcher","kind":"agent","name":"Geminiresearcher","tagline":"Multi-perspective researcher using Google Gemini with Search grounding, via LIFEOS/TOOLS/GeminiSearch.ts (NOT the gemini CLI, which cannot authenticate non-interactively here). Called BY Research skill workflows only. Breaks complex queries into 3-10 variations, launches parallel investigations for comprehensive coverage.","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"geminiresearcher multi-perspective researcher using google gemini with search grounding, via lifeos/tools/geminisearch.ts (not the gemini cli, which cannot authenticate non-interactively here). called by research skill workflows only. breaks complex queries into 3-10 variations, launches parallel investigations for comprehensive coverage. geminiresearcher uncategorised "},{"slug":"grok","kind":"agent","name":"Grok","tagline":"xAI cross-vendor agent running the latest Grok model via LIFEOS/TOOLS/GrokQuery.ts — the PUBLIC-data lane. NON-SENSITIVE TASKS ONLY (hard ceiling, {{PRINCIPAL_NAME}} 2026-08-12 — xAI context-recording incident): public research, drafting on public topics, X/Twitter-culture questions, a fourth vendor's read on public material. Never Restricted Data, never the reasoning/audit lanes, never a second look.","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"grok xai cross-vendor agent running the latest grok model via lifeos/tools/grokquery.ts — the public-data lane. non-sensitive tasks only (hard ceiling, {{principal_name}} 2026-08-12 — xai context-recording incident): public research, drafting on public topics, x/twitter-culture questions, a fourth vendor's read on public material. never restricted data, never the reasoning/audit lanes, never a second look. grok uncategorised "},{"slug":"hardening","kind":"skill","name":"Hardening","tagline":"Hardens LifeOS tests via property/mutation testing. USE WHEN harden, hardening, property test, property based testing, PBT, fast-check, mutation test, mutation testing, Stryker, CRAP score, CRAP analysis, DRY scan, jscpd, acceptance test mutation, strengthen tests, sharpen ISCs, find bugs example tests miss, universal quantified claim, shrink counterexample, what bugs am I missing, test the tests, test of the test. NOT FOR writing new feature tests (use bun test directly), grading agent output quality (use Evals), UI verification with real Chrome (use Interceptor), finding security vulnerabilities, or building new functionality.","author":"danielmiessler","license":"MIT","stars":19269,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"hardening hardens lifeos tests via property/mutation testing. use when harden, hardening, property test, property based testing, pbt, fast-check, mutation test, mutation testing, stryker, crap score, crap analysis, dry scan, jscpd, acceptance test mutation, strengthen tests, sharpen iscs, find bugs example tests miss, universal quantified claim, shrink counterexample, what bugs am i missing, test the tests, test of the test. not for writing new feature tests (use bun test directly), grading agent output quality (use evals), ui verification with real chrome (use interceptor), finding security vulnerabilities, or building new functionality. hardening coding "},{"slug":"html","kind":"skill","name":"HTML","tagline":"Renders the current session's output (analysis, research, red team, report, plan) as an extremely well-designed, self-contained HTML artifact via a deterministic renderer — the model distills content into typed JSON, the tool owns all layout/typography/color. USE WHEN /HTML, HTML artifact, render this as HTML, make this an HTML page, artifact of this analysis, designed HTML output. NOT FOR deployed websites or web apps (build the project directly), web UI design systems (use Webdesign), static images or diagrams (use Art), or writing the underlying analysis itself (run the analysis first, then /HTML renders it).","author":"danielmiessler","license":"MIT","stars":19269,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"html renders the current session's output (analysis, research, red team, report, plan) as an extremely well-designed, self-contained html artifact via a deterministic renderer — the model distills content into typed json, the tool owns all layout/typography/color. use when /html, html artifact, render this as html, make this an html page, artifact of this analysis, designed html output. not for deployed websites or web apps (build the project directly), web ui design systems (use webdesign), static images or diagrams (use art), or writing the underlying analysis itself (run the analysis first, then /html renders it). html design & ui "},{"slug":"ideate","kind":"skill","name":"Ideate","tagline":"Evolutionary ideation engine — loop-controlled multi-cycle idea generation through phases of dreaming, cross-domain stealing, recombination, fitness testing, selection, and Lamarckian meta-learning, producing ranked novel solution candidates with provenance. USE WHEN ideate, id8, novel ideas, evolve ideas, dream up solutions, innovate, breakthrough ideas, idea evolution, multi-cycle creativity, need genuinely new approaches. NOT FOR quick single-pass brainstorming (use BeCreative).","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ideate evolutionary ideation engine — loop-controlled multi-cycle idea generation through phases of dreaming, cross-domain stealing, recombination, fitness testing, selection, and lamarckian meta-learning, producing ranked novel solution candidates with provenance. use when ideate, id8, novel ideas, evolve ideas, dream up solutions, innovate, breakthrough ideas, idea evolution, multi-cycle creativity, need genuinely new approaches. not for quick single-pass brainstorming (use becreative). ideate uncategorised "},{"slug":"interceptor","kind":"skill","name":"Interceptor","tagline":"Real Chrome/Brave + macOS Computer Use from inside the browser — zero CDP fingerprint, real sessions; mandatory for visual deploy verification. Drive clickwork yourself. USE WHEN verify deploy, confirm UI, screenshot verification, computer use, macos automation, debug web, troubleshoot, visual check, motion/animation bug, jank, transition stutter, scrub a flow, console logs/errors, runtime/JS/react errors, mismatch warning, network traffic/log, HAR/pcapng export, hydration/blank-page debug, flash then blank/page broken, why is this not working/what's happening on the page, authenticated page, bot detection bypass, reproduce bug, drive native app, about to ask the operator to click/navigate/fill a form/log in/approve OAuth, OAuth consent flow, complete a web login, do this in your browser. NOT FOR residential-proxy crawling (BrightData) or social actor scraping (Apify).","author":"danielmiessler","license":"MIT","stars":19269,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"interceptor real chrome/brave + macos computer use from inside the browser — zero cdp fingerprint, real sessions; mandatory for visual deploy verification. drive clickwork yourself. use when verify deploy, confirm ui, screenshot verification, computer use, macos automation, debug web, troubleshoot, visual check, motion/animation bug, jank, transition stutter, scrub a flow, console logs/errors, runtime/js/react errors, mismatch warning, network traffic/log, har/pcapng export, hydration/blank-page debug, flash then blank/page broken, why is this not working/what's happening on the page, authenticated page, bot detection bypass, reproduce bug, drive native app, about to ask the operator to click/navigate/fill a form/log in/approve oauth, oauth consent flow, complete a web login, do this in your browser. not for residential-proxy crawling (brightdata) or social actor scraping (apify). interceptor coding "},{"slug":"interview-danielmiessler","kind":"skill","name":"Interview","tagline":"Evidence-grounded context refresh: reads constitutional files, TELOS, and CURRENT_STATE/IDEAL_STATE dimension files via TelosFreshness, pulls observed data (Oura sleep/HRV, Conduit app-time, work registry, git, expenses via StateEvidence), and drives a peer conversation that opens with claim-vs-evidence contradictions, drafts corrections for ratification, and closes with a ComputeGap-grounded ideal-state review. Routes to ContextCheckin; Phase0Setup on fresh install. USE WHEN /interview, resume interview, context check-in, telos check-in, what's stale, stale data, freshness check, update current state, update my current state, state sync, statusline says interview due, interview due, review TELOS, update ideal state, quarterly context refresh, fresh LifeOS install, configure DA name. NOT FOR single edits (Telos), bulk intake (Migrate), identity-only.","author":"danielmiessler","license":"MIT","stars":19269,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"interview evidence-grounded context refresh: reads constitutional files, telos, and current_state/ideal_state dimension files via telosfreshness, pulls observed data (oura sleep/hrv, conduit app-time, work registry, git, expenses via stateevidence), and drives a peer conversation that opens with claim-vs-evidence contradictions, drafts corrections for ratification, and closes with a computegap-grounded ideal-state review. routes to contextcheckin; phase0setup on fresh install. use when /interview, resume interview, context check-in, telos check-in, what's stale, stale data, freshness check, update current state, update my current state, state sync, statusline says interview due, interview due, review telos, update ideal state, quarterly context refresh, fresh lifeos install, configure da name. not for single edits (telos), bulk intake (migrate), identity-only. interview-danielmiessler business & ops "},{"slug":"isa","kind":"skill","name":"Isa","tagline":"Owns the Ideal State Artifact — the primitive holding a project or task's articulated ideal state; scaffolds, interviews, grills a half-formed idea into shape via checkpointed discovery, scores completeness, reconciles feature excerpts to master, seeds from a repo, and appends decisions/changelog/verification across a locked seventeen-section order. USE WHEN ISA, ISC, ideal state, ideal state criteria, project specification, hill-climb, articulating done, fog, not yet specified, grill me, discovery interview. NOT FOR creating new skills (use CreateSkill).","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"isa owns the ideal state artifact — the primitive holding a project or task's articulated ideal state; scaffolds, interviews, grills a half-formed idea into shape via checkpointed discovery, scores completeness, reconciles feature excerpts to master, seeds from a repo, and appends decisions/changelog/verification across a locked seventeen-section order. use when isa, isc, ideal state, ideal state criteria, project specification, hill-climb, articulating done, fog, not yet specified, grill me, discovery interview. not for creating new skills (use createskill). isa uncategorised "},{"slug":"iterativedepth","kind":"skill","name":"Iterativedepth","tagline":"Structured multi-angle exploration running 2-8 sequential passes over the same problem, each through a different scientific lens, to surface hidden requirements and edge cases invisible from one angle; each pass yields new ISC criteria. USE WHEN iterative depth, explore deeper, multi-angle analysis, surface hidden requirements, blind spot check, what am I missing. NOT FOR scope/zoom analysis (use ApertureOscillation).","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"iterativedepth structured multi-angle exploration running 2-8 sequential passes over the same problem, each through a different scientific lens, to surface hidden requirements and edge cases invisible from one angle; each pass yields new isc criteria. use when iterative depth, explore deeper, multi-angle analysis, surface hidden requirements, blind spot check, what am i missing. not for scope/zoom analysis (use apertureoscillation). iterativedepth uncategorised "},{"slug":"lifeos","kind":"skill","name":"Lifeos","tagline":"Install and onboard a user into LifeOS — the Life Operating System (current state → ideal state via TELOS + the Algorithm). The agentic installer detects your OS + harness, wires hooks with permission, scaffolds your USER tree, pulls in sources you provide, and runs the TELOS / current→ideal interview that seeds your Pulse dashboard. USE WHEN install LifeOS, set up LifeOS, lifeos setup, lifeos-setup, lifeos interview, onboard me, run the interview, integrate LifeOS into my harness, update LifeOS, uninstall LifeOS, first-time setup, lifeos doctor, check my install, what capabilities are broken. NOT FOR building or cutting a LifeOS release (private release tooling), editing TELOS after onboarding (use Telos / Interview), or LifeOS system maintenance (use the private maintenance skill).","author":"danielmiessler","license":"MIT","stars":19269,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"lifeos install and onboard a user into lifeos — the life operating system (current state → ideal state via telos + the algorithm). the agentic installer detects your os + harness, wires hooks with permission, scaffolds your user tree, pulls in sources you provide, and runs the telos / current→ideal interview that seeds your pulse dashboard. use when install lifeos, set up lifeos, lifeos setup, lifeos-setup, lifeos interview, onboard me, run the interview, integrate lifeos into my harness, update lifeos, uninstall lifeos, first-time setup, lifeos doctor, check my install, what capabilities are broken. not for building or cutting a lifeos release (private release tooling), editing telos after onboarding (use telos / interview), or lifeos system maintenance (use the private maintenance skill). lifeos business & ops "},{"slug":"localintelligence","kind":"skill","name":"Localintelligence","tagline":"Generic civic intelligence aggregator for any US city — daily local digest of construction permits, crime, new businesses, public officials, legislation, elections, arrests, and local news, keyed off principal's Hometown. Writes JSON consumed by Pulse LOCAL tab. Crime delegates to a dedicated crime-stats skill. Workflows: DailyBrief, Construction, Crime, Business, Officials, Legislation, Elections, Arrests, News. USE WHEN local news, hometown news, council meeting, building permits, mayor, ballot measures, ordinance, recent arrests, civic intel, local digest. NOT FOR national news or arbitrary-city crime.","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"localintelligence generic civic intelligence aggregator for any us city — daily local digest of construction permits, crime, new businesses, public officials, legislation, elections, arrests, and local news, keyed off principal's hometown. writes json consumed by pulse local tab. crime delegates to a dedicated crime-stats skill. workflows: dailybrief, construction, crime, business, officials, legislation, elections, arrests, news. use when local news, hometown news, council meeting, building permits, mayor, ballot measures, ordinance, recent arrests, civic intel, local digest. not for national news or arbitrary-city crime. localintelligence uncategorised "},{"slug":"loop-danielmiessler","kind":"skill","name":"Loop","tagline":"Iterative improvement loop — refine a target across multiple Algorithm cycles toward ideal state. USE WHEN loop, iterate, refine, multiple passes, keep improving, revisit, rework.","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"loop iterative improvement loop — refine a target across multiple algorithm cycles toward ideal state. use when loop, iterate, refine, multiple passes, keep improving, revisit, rework. loop-danielmiessler uncategorised "},{"slug":"max","kind":"agent","name":"Max","tagline":"Anthropic-family deep-analysis agent — the top-rung scrutiny pass added on top of super-sensitive work (public LifeOS releases, security boundaries, irreversible or publish-bound actions). Pinned to the `fable` alias, which always resolves to Anthropic's latest top model. Read-only: Edit/Write/NotebookEdit are denied at the permission layer, and he holds Bash to observation only by contract — he analyzes, attacks, and reports, and never modifies the artifact under review. Shares one personality with Forge — extremely careful, critical, analytical, and deliberate about applying the system's thinking skills. Max is the Anthropic counterpart to Forge's OpenAI lineage; where a cross-vendor eye is the point, use Forge, and where maximum in-family intelligence is the point, use Max.","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"max anthropic-family deep-analysis agent — the top-rung scrutiny pass added on top of super-sensitive work (public lifeos releases, security boundaries, irreversible or publish-bound actions). pinned to the `fable` alias, which always resolves to anthropic's latest top model. read-only: edit/write/notebookedit are denied at the permission layer, and he holds bash to observation only by contract — he analyzes, attacks, and reports, and never modifies the artifact under review. shares one personality with forge — extremely careful, critical, analytical, and deliberate about applying the system's thinking skills. max is the anthropic counterpart to forge's openai lineage; where a cross-vendor eye is the point, use forge, and where maximum in-family intelligence is the point, use max. max uncategorised "},{"slug":"migrate-danielmiessler","kind":"skill","name":"Migrate","tagline":"Intakes external content, classifies chunks against LifeOS taxonomy, commits with provenance. Sources: .md/.txt, stdin, LifeOS dirs, CLAUDE.md/Cursor/OpenAI Custom Instructions, Obsidian/Notion/Apple Notes exports. MigrateScan classifies → routing table. MigrateApprove with --approve-all/--approve-target/--review/--dry-run. Confidence ≥70% auto, 40-70% confirm, <40% walk-through. USE WHEN /migrate, migrate content, import from other LifeOS, bring in old notes, import Cursor rules, import CLAUDE.md, bulk import, Obsidian/Notion/Apple Notes import. NOT FOR single-file edits, conversational interviews, identity edits.","author":"danielmiessler","license":"MIT","stars":19269,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"migrate intakes external content, classifies chunks against lifeos taxonomy, commits with provenance. sources: .md/.txt, stdin, lifeos dirs, claude.md/cursor/openai custom instructions, obsidian/notion/apple notes exports. migratescan classifies → routing table. migrateapprove with --approve-all/--approve-target/--review/--dry-run. confidence ≥70% auto, 40-70% confirm, <40% walk-through. use when /migrate, migrate content, import from other lifeos, bring in old notes, import cursor rules, import claude.md, bulk import, obsidian/notion/apple notes import. not for single-file edits, conversational interviews, identity edits. migrate-danielmiessler coding "},{"slug":"novelty","kind":"skill","name":"Novelty","tagline":"Evolutionary explanation-discovery engine for hard-to-vary causal theories of unknown phenomena. USE WHEN develop a new theory, explain a mystery, solve an explanatory gap, discover a mechanism, consciousness, origin, or scientific breakthrough. Also use for multi-cycle creative exploration. NOT FOR a single-pass divergent brainstorm (use BeCreative) or delivery validation alone (use Evals).","author":"danielmiessler","license":"MIT","stars":19269,"dept":"operations","deptName":"Operations","task":"operations/write-clearly","taskName":"Clear writing","hay":"novelty evolutionary explanation-discovery engine for hard-to-vary causal theories of unknown phenomena. use when develop a new theory, explain a mystery, solve an explanatory gap, discover a mechanism, consciousness, origin, or scientific breakthrough. also use for multi-cycle creative exploration. not for a single-pass divergent brainstorm (use becreative) or delivery validation alone (use evals). novelty business & ops "},{"slug":"optimize","kind":"skill","name":"Optimize","tagline":"Autonomous optimization loop — hill-climb any target. Code with metrics, or skills/prompts/agents with LLM-as-judge. USE WHEN optimize, hill climb, improve metric, reduce latency, optimize skill, optimize prompt, eval mode.","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"optimize autonomous optimization loop — hill-climb any target. code with metrics, or skills/prompts/agents with llm-as-judge. use when optimize, hill climb, improve metric, reduce latency, optimize skill, optimize prompt, eval mode. optimize uncategorised "},{"slug":"perplexityresearcher","kind":"agent","name":"Perplexityresearcher","tagline":"Ava - Investigative analyst using Perplexity API for web research. Called BY Research skill workflows only. Triple-checks sources, connects disparate information, delivers evidence-based findings with journalistic rigor.","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"perplexityresearcher ava - investigative analyst using perplexity api for web research. called by research skill workflows only. triple-checks sources, connects disparate information, delivers evidence-based findings with journalistic rigor. perplexityresearcher uncategorised "},{"slug":"privateinvestigator","kind":"skill","name":"Privateinvestigator","tagline":"Ethical people-finding and identity verification via parallel research agents across people-search sites, social media, public records, and reverse phone/email/image/username lookups, with confidence-scored results requiring 3+ matching identifiers. USE WHEN find person, locate person, reconnect, lost contact, old friend, reverse phone lookup, who owns this email, reverse image search, find by username, verify identity, people search, public-data background check, who is this caller. NOT FOR structured due-diligence or company/entity intelligence investigations, or general web research synthesis (use Research).","author":"danielmiessler","license":"MIT","stars":19269,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"privateinvestigator ethical people-finding and identity verification via parallel research agents across people-search sites, social media, public records, and reverse phone/email/image/username lookups, with confidence-scored results requiring 3+ matching identifiers. use when find person, locate person, reconnect, lost contact, old friend, reverse phone lookup, who owns this email, reverse image search, find by username, verify identity, people search, public-data background check, who is this caller. not for structured due-diligence or company/entity intelligence investigations, or general web research synthesis (use research). privateinvestigator sales & ecommerce "},{"slug":"prompting","kind":"skill","name":"Prompting","tagline":"Meta-prompting standard library for generating, optimizing, and composing prompts programmatically via Standards, Handlebars Templates, and Tools; output is always a prompt to use elsewhere, not final content. USE WHEN meta-prompting, template generation, prompt optimization, prompt engineering, write a prompt, create system prompt, Handlebars template, eval prompt, judge prompt. NOT FOR generating final content (use the appropriate domain skill).","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"prompting meta-prompting standard library for generating, optimizing, and composing prompts programmatically via standards, handlebars templates, and tools; output is always a prompt to use elsewhere, not final content. use when meta-prompting, template generation, prompt optimization, prompt engineering, write a prompt, create system prompt, handlebars template, eval prompt, judge prompt. not for generating final content (use the appropriate domain skill). prompting uncategorised "},{"slug":"redteam-danielmiessler","kind":"skill","name":"RedTeam","tagline":"Adversarial analysis deploying parallel expert agents to stress-test ideas, strategies, and plans — decomposes into atomic claims, attacks them, then steelmans and counter-argues, producing severity-ranked findings with remediation. USE WHEN red team, attack idea, counterarguments, critique, stress test, devil's advocate, find weaknesses, break this, poke holes, strongest objection. NOT FOR collaborative debate to find best path (use Council).","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"redteam adversarial analysis deploying parallel expert agents to stress-test ideas, strategies, and plans — decomposes into atomic claims, attacks them, then steelmans and counter-argues, producing severity-ranked findings with remediation. use when red team, attack idea, counterarguments, critique, stress test, devil's advocate, find weaknesses, break this, poke holes, strongest objection. not for collaborative debate to find best path (use council). redteam-danielmiessler uncategorised "},{"slug":"research-danielmiessler","kind":"skill","name":"Research","tagline":"Multi-agent web research with mandatory URL verification, confidence-tagged output, and four depth modes (quick to deep investigation). USE WHEN research, do research, quick research, extensive research, deep investigation, find information, investigate, extract alpha, analyze content, retrieve content, AI trends, enhance content, extract knowledge, web scraping, YouTube extraction, map landscape, competitive analysis, find it, find this, find this product, identify this, what is this, what's that thing, track down, locate, help me find, I can't find X online, can't find it online, source this — never substitute raw WebSearch/WebFetch for a multi-source find/identify/investigate request. NOT FOR people/company/entity deep background, academic papers (use ArXiv), JSON entity extraction, or content-adaptive wisdom extraction (use ExtractWisdom).","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"research multi-agent web research with mandatory url verification, confidence-tagged output, and four depth modes (quick to deep investigation). use when research, do research, quick research, extensive research, deep investigation, find information, investigate, extract alpha, analyze content, retrieve content, ai trends, enhance content, extract knowledge, web scraping, youtube extraction, map landscape, competitive analysis, find it, find this, find this product, identify this, what is this, what's that thing, track down, locate, help me find, i can't find x online, can't find it online, source this — never substitute raw websearch/webfetch for a multi-source find/identify/investigate request. not for people/company/entity deep background, academic papers (use arxiv), json entity extraction, or content-adaptive wisdom extraction (use extractwisdom). research-danielmiessler uncategorised "},{"slug":"rootcauseanalysis","kind":"skill","name":"Rootcauseanalysis","tagline":"Structured incident investigation using Five Whys, Fishbone, blameless Postmortem, Fault Tree, Kepner-Tregoe, and FMEA — traces failures to systemic root causes rather than blaming humans. USE WHEN root cause, RCA, 5 whys, fishbone, postmortem, incident analysis, fault tree, why does this keep failing, blameless, recurring bug. NOT FOR systemic loops (use SystemsThinking).","author":"danielmiessler","license":"MIT","stars":19269,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"rootcauseanalysis structured incident investigation using five whys, fishbone, blameless postmortem, fault tree, kepner-tregoe, and fmea — traces failures to systemic root causes rather than blaming humans. use when root cause, rca, 5 whys, fishbone, postmortem, incident analysis, fault tree, why does this keep failing, blameless, recurring bug. not for systemic loops (use systemsthinking). rootcauseanalysis coding "},{"slug":"sales-danielmiessler","kind":"skill","name":"Sales","tagline":"Transforms product documentation into sales-ready packages — a story explanation, charcoal gestural sketch art, and talking points — via a narrative-arc pipeline. USE WHEN sales, proposal, pitch deck, value proposition, sales narrative, sales deck, sales package, turn this into a pitch, create a sales story, sales materials, product pitch, transform docs to sales, sales script. NOT FOR Hormozi $100M frameworks, value equation, irresistible offer, or VOC mining, standalone diagrams or illustrations (use Art), or platform social posts.","author":"danielmiessler","license":"MIT","stars":19269,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"sales transforms product documentation into sales-ready packages — a story explanation, charcoal gestural sketch art, and talking points — via a narrative-arc pipeline. use when sales, proposal, pitch deck, value proposition, sales narrative, sales deck, sales package, turn this into a pitch, create a sales story, sales materials, product pitch, transform docs to sales, sales script. not for hormozi $100m frameworks, value equation, irresistible offer, or voc mining, standalone diagrams or illustrations (use art), or platform social posts. sales-danielmiessler sales & ecommerce "},{"slug":"science","kind":"skill","name":"Science","tagline":"The scientific method as a universal problem-solving algorithm — goal-first, plural falsifiable hypotheses, designed experiments, and honest measurement, scaling from TDD to feature validation to MVP launch. USE WHEN think about, figure out, experiment, iterate, optimize, hypothesis, science, full cycle, quick diagnosis, structured investigation, how do we test, analyze results. NOT FOR multi-angle lens passes (use IterativeDepth).","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"science the scientific method as a universal problem-solving algorithm — goal-first, plural falsifiable hypotheses, designed experiments, and honest measurement, scaling from tdd to feature validation to mvp launch. use when think about, figure out, experiment, iterate, optimize, hypothesis, science, full cycle, quick diagnosis, structured investigation, how do we test, analyze results. not for multi-angle lens passes (use iterativedepth). science uncategorised "},{"slug":"securitymarketdata","kind":"skill","name":"Securitymarketdata","tagline":"Query curated cybersecurity market and company intelligence. USE WHEN security market data OR cybersecurity funding OR cyber M&A OR security-company/investor research OR market maps OR deal activity OR Return on Security OR The Signal. NOT FOR vulnerability research, security news, or investment advice.","author":"danielmiessler","license":"MIT","stars":19269,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"securitymarketdata query curated cybersecurity market and company intelligence. use when security market data or cybersecurity funding or cyber m&a or security-company/investor research or market maps or deal activity or return on security or the signal. not for vulnerability research, security news, or investment advice. securitymarketdata security "},{"slug":"suggestskills","kind":"skill","name":"Suggestskills","tagline":"Discover WHICH new skills you should create, from your own work history plus your satisfaction/frustration signals. Read-only and proposal-only: it surfaces recurring pain that no existing skill, loop, or workflow covers, then hands you a ranked shortlist to build with CreateSkill. It never creates or edits a skill itself. Frustration is a first-class signal (a topic can look 'covered' while you keep hitting the same wall inside it), so it reads low ratings and recurrence markers, not just session topics. USE WHEN should I create a skill, what skills do I need, suggest skills, skill gap, based on my recent work, am I missing a skill, what should I build. NOT FOR creating/validating/testing/optimizing an individual skill (use CreateSkill) — this only decides WHAT to build, not how.","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"suggestskills discover which new skills you should create, from your own work history plus your satisfaction/frustration signals. read-only and proposal-only: it surfaces recurring pain that no existing skill, loop, or workflow covers, then hands you a ranked shortlist to build with createskill. it never creates or edits a skill itself. frustration is a first-class signal (a topic can look 'covered' while you keep hitting the same wall inside it), so it reads low ratings and recurrence markers, not just session topics. use when should i create a skill, what skills do i need, suggest skills, skill gap, based on my recent work, am i missing a skill, what should i build. not for creating/validating/testing/optimizing an individual skill (use createskill) — this only decides what to build, not how. suggestskills uncategorised "},{"slug":"systemsthinking","kind":"skill","name":"Systemsthinking","tagline":"Structural analysis of complex systems — Iceberg model, Causal Loop feedback diagrams, archetype matching, Meadows leverage points, and concept maps — grounded in the premise that behavior is generated by structure. USE WHEN systems thinking, causal loop, feedback loops, archetypes, leverage points, iceberg model, fix the system, why does this keep happening, recurring problem, second-order effects. NOT FOR incident causal chains (use RootCauseAnalysis).","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"systemsthinking structural analysis of complex systems — iceberg model, causal loop feedback diagrams, archetype matching, meadows leverage points, and concept maps — grounded in the premise that behavior is generated by structure. use when systems thinking, causal loop, feedback loops, archetypes, leverage points, iceberg model, fix the system, why does this keep happening, recurring problem, second-order effects. not for incident causal chains (use rootcauseanalysis). systemsthinking uncategorised "},{"slug":"teach","kind":"skill","name":"Teach","tagline":"Interactive voice-narrated tutorial on whatever the current conversation is about — teaches the topic beat by beat with ASCII diagrams in the terminal while speaking the actual lesson content aloud, asking one question per beat and quizzing until the ideas land. USE WHEN teach me, /teach-me, tutorial, teach me this, walk me through this interactively, explain this like a lesson, learn mode, quiz me, help me actually understand what we just did. NOT FOR plain written explanations with no dialogue (just answer directly), authored/published content, or discovery interviews that shape a half-formed idea (use grill-me).","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"teach interactive voice-narrated tutorial on whatever the current conversation is about — teaches the topic beat by beat with ascii diagrams in the terminal while speaking the actual lesson content aloud, asking one question per beat and quizzing until the ideas land. use when teach me, /teach-me, tutorial, teach me this, walk me through this interactively, explain this like a lesson, learn mode, quiz me, help me actually understand what we just did. not for plain written explanations with no dialogue (just answer directly), authored/published content, or discovery interviews that shape a half-formed idea (use grill-me). teach uncategorised "},{"slug":"telos","kind":"skill","name":"Telos","tagline":"Dual-context skill: Personal TELOS reads and updates goals, beliefs, narratives, strategies, and more with timestamped backups; Project TELOS analyzes .md/.csv directories for dependency chains, bottlenecks, and alignment, generating reports, narrative points, or dashboards. USE WHEN Telos, life goals, projects, dependencies, update TELOS, narrative points, McKinsey report, dashboard, what am I wrong about, life frames, mental models. NOT FOR conversational constitutional review (use Interview).","author":"danielmiessler","license":"MIT","stars":19269,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"telos dual-context skill: personal telos reads and updates goals, beliefs, narratives, strategies, and more with timestamped backups; project telos analyzes .md/.csv directories for dependency chains, bottlenecks, and alignment, generating reports, narrative points, or dashboards. use when telos, life goals, projects, dependencies, update telos, narrative points, mckinsey report, dashboard, what am i wrong about, life frames, mental models. not for conversational constitutional review (use interview). telos data & ai "},{"slug":"threatmodel-danielmiessler","kind":"skill","name":"ThreatModel","tagline":"Defensive threat modeling and risk management for your own estate — map where sensitive data lives across your asset graph, run compromise scenarios (what a hacked asset exposes, its blast radius, how you'd respond), and maintain a persistent risk register with likelihood×impact scoring, owners, mitigations, and review cadence via a deterministic CLI. All real data stays in your private USER tree; this skill is code only. USE WHEN threat model, threat modeling, risk register, risk assessment, what if X got hacked, compromise scenario, blast radius, sensitive data map, where is our sensitive data, data classification, risk review, add a risk, accept a risk, security risk posture. NOT FOR active pentesting or exploitation (use an offensive-security skill), world-scale futures stress-testing of ideas (use WorldThreatModel), or executing incident response (use your incident-response runbooks — this skill plans them).","author":"danielmiessler","license":"MIT","stars":19269,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"threatmodel defensive threat modeling and risk management for your own estate — map where sensitive data lives across your asset graph, run compromise scenarios (what a hacked asset exposes, its blast radius, how you'd respond), and maintain a persistent risk register with likelihood×impact scoring, owners, mitigations, and review cadence via a deterministic cli. all real data stays in your private user tree; this skill is code only. use when threat model, threat modeling, risk register, risk assessment, what if x got hacked, compromise scenario, blast radius, sensitive data map, where is our sensitive data, data classification, risk review, add a risk, accept a risk, security risk posture. not for active pentesting or exploitation (use an offensive-security skill), world-scale futures stress-testing of ideas (use worldthreatmodel), or executing incident response (use your incident-response runbooks — this skill plans them). threatmodel-danielmiessler security "},{"slug":"tldraw","kind":"skill","name":"Tldraw","tagline":"Read, create, and edit tldraw .tldr canvas files deterministically — sketch hand-drawn-register diagrams (boxes, arrows, sticky notes, frames, text) directly into a canvas file the user opens in any tldraw surface, and read a rough canvas back as structured data to organize it. USE WHEN tldraw, .tldr file, whiteboard, canvas, sketch a diagram, hand-drawn diagram, draw this on a canvas, put this on the whiteboard, structure my canvas, organize my whiteboard, read my canvas, cluster my sticky notes. NOT FOR polished static images, infographics, or mermaid diagrams (use Art), web UI design (use Webdesign), programmatic video (use Remotion).","author":"danielmiessler","license":"MIT","stars":19269,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"tldraw read, create, and edit tldraw .tldr canvas files deterministically — sketch hand-drawn-register diagrams (boxes, arrows, sticky notes, frames, text) directly into a canvas file the user opens in any tldraw surface, and read a rough canvas back as structured data to organize it. use when tldraw, .tldr file, whiteboard, canvas, sketch a diagram, hand-drawn diagram, draw this on a canvas, put this on the whiteboard, structure my canvas, organize my whiteboard, read my canvas, cluster my sticky notes. not for polished static images, infographics, or mermaid diagrams (use art), web ui design (use webdesign), programmatic video (use remotion). tldraw design & ui "},{"slug":"trim","kind":"skill","name":"Trim","tagline":"Reduces an always-on LifeOS context file that has grown too big via a human-gated pass — deterministic GC of stale entries first, then semantic merges and relocations — never dropping a directive and committing every change reversibly. USE WHEN /trim, trim the context, trim OPERATIONAL_RULES, this file is too big, reduce a doctrine file, prune an always-loaded file, fold the proposal inbox, shrink CLAUDE.md or DA_IDENTITY. NOT FOR general code refactoring, trimming video or audio media (use AudioEditor for audio files), or removing AI writing patterns from prose.","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"trim reduces an always-on lifeos context file that has grown too big via a human-gated pass — deterministic gc of stale entries first, then semantic merges and relocations — never dropping a directive and committing every change reversibly. use when /trim, trim the context, trim operational_rules, this file is too big, reduce a doctrine file, prune an always-loaded file, fold the proposal inbox, shrink claude.md or da_identity. not for general code refactoring, trimming video or audio media (use audioeditor for audio files), or removing ai writing patterns from prose. trim uncategorised "},{"slug":"upgrade","kind":"skill","name":"Upgrade","tagline":"Improve LifeOS from what the best practitioners are shipping around AI harnesses — Anthropic first (changelogs, docs, releases), then trusted creators, trending repos, and the system's own reflections — extracting concrete techniques and filtering them against verified current state so nothing already-done or rejected is re-recommended. USE WHEN upgrade, system upgrade, check Anthropic, new Claude features, algorithm upgrade, LifeOS upgrade, mine reflections.","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"upgrade improve lifeos from what the best practitioners are shipping around ai harnesses — anthropic first (changelogs, docs, releases), then trusted creators, trending repos, and the system's own reflections — extracting concrete techniques and filtering them against verified current state so nothing already-done or rejected is re-recommended. use when upgrade, system upgrade, check anthropic, new claude features, algorithm upgrade, lifeos upgrade, mine reflections. upgrade uncategorised "},{"slug":"usmetrics","kind":"skill","name":"Usmetrics","tagline":"Analyze and update 68 US economic and social indicators from five government APIs (FRED, EIA, Treasury, BLS, Census) across 10 categories: GDP, Inflation, Employment, Housing, Consumer Finance, Markets, Trade, Government/Fiscal, Demographics, Health. Two workflows: UpdateData, GetCurrentState (10y/5y/2y/1y trend analysis). USE WHEN GDP, inflation, unemployment, economic metrics, gas prices, how is the economy, refresh data, FRED, US metrics, economic trends. NOT FOR pathogen surveillance.","author":"danielmiessler","license":"MIT","stars":19269,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"usmetrics analyze and update 68 us economic and social indicators from five government apis (fred, eia, treasury, bls, census) across 10 categories: gdp, inflation, employment, housing, consumer finance, markets, trade, government/fiscal, demographics, health. two workflows: updatedata, getcurrentstate (10y/5y/2y/1y trend analysis). use when gdp, inflation, unemployment, economic metrics, gas prices, how is the economy, refresh data, fred, us metrics, economic trends. not for pathogen surveillance. usmetrics uncategorised "},{"slug":"vitals","kind":"skill","name":"Vitals","tagline":"macOS system performance diagnostics — see how the machine is running and what's slowing it down: CPU/GPU/memory/energy hogs, thermal throttling, memory and swap pressure, disk usage, Spotlight indexing, launchd/startup load, via a deterministic read-only CLI with known-process interpretation (kernel_task, WindowServer, mds_stores). USE WHEN mac slow, system slow, what's slowing down my mac, computer is slow, what's eating CPU, CPU usage, GPU usage, what's using the GPU, memory pressure, RAM usage, swap, runaway process, fans loud, mac running hot, thermal throttling, system health, check my mac, how's my system running, top processes, energy hogs, activity monitor, startup items, launch agents load, system taxed. NOT FOR network/wifi diagnostics, website or deployed-app health monitoring, or security scanning.","author":"danielmiessler","license":"MIT","stars":19269,"dept":"operations","deptName":"Operations","task":"operations/keep-notes","taskName":"Notes & knowledge","hay":"vitals macos system performance diagnostics — see how the machine is running and what's slowing it down: cpu/gpu/memory/energy hogs, thermal throttling, memory and swap pressure, disk usage, spotlight indexing, launchd/startup load, via a deterministic read-only cli with known-process interpretation (kernel_task, windowserver, mds_stores). use when mac slow, system slow, what's slowing down my mac, computer is slow, what's eating cpu, cpu usage, gpu usage, what's using the gpu, memory pressure, ram usage, swap, runaway process, fans loud, mac running hot, thermal throttling, system health, check my mac, how's my system running, top processes, energy hogs, activity monitor, startup items, launch agents load, system taxed. not for network/wifi diagnostics, website or deployed-app health monitoring, or security scanning. vitals business & ops "},{"slug":"webdesign-danielmiessler","kind":"skill","name":"Webdesign","tagline":"Design and integrate web interfaces via three paths: DirectDesign (write design inline with Anthropic frontend-design philosophy — the default workhorse), native /design + /design-sync Claude Code commands (preferred for code integration and design-system sync), or ClaudeDesign (drive claude.ai/design through Interceptor — experimental visual-review fallback). USE WHEN web design, UI design, create prototype, design system, design sync, redesign site, mockup, landing page, dashboard design, design-to-code, frontend design, polish UI, design audit, brutalist/editorial/retro UI. NOT FOR illustrations/logos (use Art) or video (use Remotion).","author":"danielmiessler","license":"MIT","stars":19269,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"webdesign design and integrate web interfaces via three paths: directdesign (write design inline with anthropic frontend-design philosophy — the default workhorse), native /design + /design-sync claude code commands (preferred for code integration and design-system sync), or claudedesign (drive claude.ai/design through interceptor — experimental visual-review fallback). use when web design, ui design, create prototype, design system, design sync, redesign site, mockup, landing page, dashboard design, design-to-code, frontend design, polish ui, design audit, brutalist/editorial/retro ui. not for illustrations/logos (use art) or video (use remotion). webdesign-danielmiessler design & ui "},{"slug":"worldthreatmodel","kind":"skill","name":"Worldthreatmodel","tagline":"Persistent world-model harness that stress-tests ideas, strategies, and investments against 11 time horizons from 6 months to 50 years, each a deep analysis of geopolitics, tech, economics, society, and security, in Fast/Standard/Deep tiers. USE WHEN threat model, world model, test idea, future analysis, time horizon, stress test against future, long-term risk. NOT FOR single-shot idea attack (use RedTeam).","author":"danielmiessler","license":"MIT","stars":19269,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"worldthreatmodel persistent world-model harness that stress-tests ideas, strategies, and investments against 11 time horizons from 6 months to 50 years, each a deep analysis of geopolitics, tech, economics, society, and security, in fast/standard/deep tiers. use when threat model, world model, test idea, future analysis, time horizon, stress test against future, long-term risk. not for single-shot idea attack (use redteam). worldthreatmodel security "},{"slug":"writestory","kind":"skill","name":"Writestory","tagline":"Scaffolding that helps a writer build a story they already want to tell — fills in structure, hidden wound, theme, and prose from the writer's own material across seven narrative layers, deriving the spine from their notes as proposals they ratify. Bans generic AI patterns; scales short story to multi-book series. USE WHEN write story, fiction, novel, chapter, story bible, character arc, plot outline, creative writing, worldbuilding, draft story, help me write my story, develop my novel, layer my story, build out my book, I have notes for a story. NOT FOR narrative summaries of real content.","author":"danielmiessler","license":"MIT","stars":19269,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"writestory scaffolding that helps a writer build a story they already want to tell — fills in structure, hidden wound, theme, and prose from the writer's own material across seven narrative layers, deriving the spine from their notes as proposals they ratify. bans generic ai patterns; scales short story to multi-book series. use when write story, fiction, novel, chapter, story bible, character arc, plot outline, creative writing, worldbuilding, draft story, help me write my story, develop my novel, layer my story, build out my book, i have notes for a story. not for narrative summaries of real content. writestory creator "},{"slug":"seo-competitor-pages","kind":"skill","name":"Competitor Comparison & Alternatives Pages","tagline":"Tell us your product and a rival you keep losing deals to, and get back a ready-to-publish page that shows why customers should pick you.","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor comparison & alternatives pages tell us your product and a rival you keep losing deals to, and get back a ready-to-publish page that shows why customers should pick you. seo-competitor-pages business & ops people searching '[my rival] vs' or 'alternatives to [rival]' land on pages that never mention me, so i lose them before they even hear my name. i don't have time to research my competitor and write a fair, convincing comparison myself."},{"slug":"seo-content","kind":"skill","name":"Content Quality & E-E-A-T Analysis","tagline":"Content quality and E-E-A-T analysis with AI citation readiness assessment, plus last-mile draft cleanup (AI-typical phrasing and invisible Unicode watermark characters). Use when user says \"content quality\", \"E-E-A-T\", content analysis\", \"readability check\", \"thin content\", \"content audit\", humanize\", \"AI phrasing\", \"remove watermarks\", or \"invisible characters\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"content quality & e-e-a-t analysis content quality and e-e-a-t analysis with ai citation readiness assessment, plus last-mile draft cleanup (ai-typical phrasing and invisible unicode watermark characters). use when user says \"content quality\", \"e-e-a-t\", content analysis\", \"readability check\", \"thin content\", \"content audit\", humanize\", \"ai phrasing\", \"remove watermarks\", or \"invisible characters\". seo-content marketing "},{"slug":"seo-dataforseo","kind":"skill","name":"DataForSEO: Live SEO Data (Extension)","tagline":"Live SEO data via DataForSEO MCP server: SERP analysis, keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis, competitor and content analysis, business listings, AI visibility (LLM mention tracking), and domain analytics. Requires DataForSEO extension installed. Use when user says \"dataforseo\", \"live SERP\", \"keyword volume\", backlink data\", \"AI visibility check\", or \"real search data\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"dataforseo: live seo data (extension) live seo data via dataforseo mcp server: serp analysis, keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis, competitor and content analysis, business listings, ai visibility (llm mention tracking), and domain analytics. requires dataforseo extension installed. use when user says \"dataforseo\", \"live serp\", \"keyword volume\", backlink data\", \"ai visibility check\", or \"real search data\". seo-dataforseo marketing "},{"slug":"seo-ecommerce","kind":"skill","name":"E-commerce SEO Analysis","tagline":"E-commerce SEO analysis: Google Shopping visibility, Amazon marketplace intelligence, product schema validation, competitor pricing analysis, and marketplace keyword gaps. Combines on-page product SEO with marketplace data from DataForSEO Merchant API. Use when user says \"ecommerce SEO\", \"product SEO\", Google Shopping\", \"marketplace SEO\", \"product schema\", \"Amazon SEO\", product listings\", \"shopping ads\", or \"merchant SEO\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"e-commerce seo analysis e-commerce seo analysis: google shopping visibility, amazon marketplace intelligence, product schema validation, competitor pricing analysis, and marketplace keyword gaps. combines on-page product seo with marketplace data from dataforseo merchant api. use when user says \"ecommerce seo\", \"product seo\", google shopping\", \"marketplace seo\", \"product schema\", \"amazon seo\", product listings\", \"shopping ads\", or \"merchant seo\". seo-ecommerce marketing "},{"slug":"seo-firecrawl","kind":"skill","name":"Firecrawl Extension for Claude SEO","tagline":"Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says \"crawl site\", \"map site\", \"full crawl\", find all pages\", \"broken links\", \"site structure\", discover pages\", \"JS rendering\", or needs site-wide analysis.","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"firecrawl extension for claude seo full-site crawling, scraping, and site mapping via firecrawl mcp. use when user says \"crawl site\", \"map site\", \"full crawl\", find all pages\", \"broken links\", \"site structure\", discover pages\", \"js rendering\", or needs site-wide analysis. seo-firecrawl marketing "},{"slug":"seo-flow","kind":"skill","name":"FLOW Framework: Find · Leverage · Optimize · Win","tagline":"FLOW framework integration: evidence-led SEO using the Find → Leverage → Optimize → Win loop. Surfaces stage-specific AI prompts from the FLOW knowledge base (41 prompts, CC BY 4.0). Use when user says \"FLOW\", \"FLOW framework\", \"seo flow\", \"evidence-led SEO\", \"find leverage optimize win\", or wants stage-specific SEO prompts.","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"flow framework: find · leverage · optimize · win flow framework integration: evidence-led seo using the find → leverage → optimize → win loop. surfaces stage-specific ai prompts from the flow knowledge base (41 prompts, cc by 4.0). use when user says \"flow\", \"flow framework\", \"seo flow\", \"evidence-led seo\", \"find leverage optimize win\", or wants stage-specific seo prompts. seo-flow marketing "},{"slug":"seo-audit-3","kind":"skill","name":"Full Website SEO Audit","tagline":"Full website SEO audit with parallel subagent delegation. Crawls up to 500 pages, detects business type, delegates to up to 15 specialists (8 always + 7 conditional), generates health score. Use when user says audit, full SEO check, analyze my site, or website health check.","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"full website seo audit full website seo audit with parallel subagent delegation. crawls up to 500 pages, detects business type, delegates to up to 15 specialists (8 always + 7 conditional), generates health score. use when user says audit, full seo check, analyze my site, or website health check. seo-audit-3 marketing "},{"slug":"seo-google","kind":"skill","name":"Google SEO APIs","tagline":"Google SEO APIs: Search Console (Search Analytics, URL Inspection, Sitemaps), PageSpeed Insights v5, CrUX field data with 25-week history, Indexing API v3, and GA4 organic traffic. Provides real Google field data for Core Web Vitals, indexation status, search performance, and organic traffic trends. Use when user says \"search console\", \"GSC\", \"PageSpeed\", \"CrUX\", \"field data\", indexing API\", \"GA4 organic\", \"URL inspection\", or \"real CWV data\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"google seo apis google seo apis: search console (search analytics, url inspection, sitemaps), pagespeed insights v5, crux field data with 25-week history, indexing api v3, and ga4 organic traffic. provides real google field data for core web vitals, indexation status, search performance, and organic traffic trends. use when user says \"search console\", \"gsc\", \"pagespeed\", \"crux\", \"field data\", indexing api\", \"ga4 organic\", \"url inspection\", or \"real cwv data\". seo-google marketing "},{"slug":"seo-hreflang","kind":"skill","name":"Hreflang & International SEO","tagline":"Hreflang and international SEO audit, validation, and generation. Detects common mistakes, validates language/region codes, and generates correct hreflang implementations. Use when user says \"hreflang\", \"i18n SEO\", international SEO\", \"multi-language\", \"multi-region\", or \"language tags\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"hreflang & international seo hreflang and international seo audit, validation, and generation. detects common mistakes, validates language/region codes, and generates correct hreflang implementations. use when user says \"hreflang\", \"i18n seo\", international seo\", \"multi-language\", \"multi-region\", or \"language tags\". seo-hreflang marketing "},{"slug":"seo-images","kind":"skill","name":"Image Optimization Analysis","tagline":"Image optimization analysis for SEO and performance. Checks alt text, file sizes, formats, responsive images, lazy loading, CLS prevention, image SERP rankings (via DataForSEO), and image file optimization (WebP/AVIF conversion, IPTC/XMP metadata injection). Use when user says \"image optimization\", alt text\", \"image SEO\", \"image size\", \"image audit\", \"optimize images\", image metadata\", \"image SERP\", \"convert to webp\", or \"image file optimize\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"image optimization analysis image optimization analysis for seo and performance. checks alt text, file sizes, formats, responsive images, lazy loading, cls prevention, image serp rankings (via dataforseo), and image file optimization (webp/avif conversion, iptc/xmp metadata injection). use when user says \"image optimization\", alt text\", \"image seo\", \"image size\", \"image audit\", \"optimize images\", image metadata\", \"image serp\", \"convert to webp\", or \"image file optimize\". seo-images marketing "},{"slug":"seo-local","kind":"skill","name":"Local SEO Analysis (March 2026)","tagline":"Local SEO analysis covering Google Business Profile optimization, NAP consistency, citation health, review signals, local schema markup, location page quality, multi-location SEO, and industry-specific recommendations. Detects business type (brick-and-mortar, SAB, hybrid) and industry vertical. Use when user says \"local SEO\", \"Google Business Profile\", \"GBP\", \"map pack\", \"local pack\", \"citations\", \"NAP consistency\", \"service area\", or \"multi-location\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"local seo analysis (march 2026) local seo analysis covering google business profile optimization, nap consistency, citation health, review signals, local schema markup, location page quality, multi-location seo, and industry-specific recommendations. detects business type (brick-and-mortar, sab, hybrid) and industry vertical. use when user says \"local seo\", \"google business profile\", \"gbp\", \"map pack\", \"local pack\", \"citations\", \"nap consistency\", \"service area\", or \"multi-location\". seo-local marketing "},{"slug":"seo-maps","kind":"skill","name":"Maps Intelligence (March 2026)","tagline":"Maps intelligence for local SEO: geo-grid rank tracking, GBP profile auditing via API, review intelligence across Google/Tripadvisor/Trustpilot, cross-platform NAP verification, competitor radius mapping, and LocalBusiness schema generation. Three tiers: free (Overpass + Geoapify), DataForSEO, and DataForSEO + Google. Use when user says \"maps\", \"geo-grid\", rank tracking\", \"GBP audit\", \"review velocity\", \"competitor radius\", or SoLV\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"maps intelligence (march 2026) maps intelligence for local seo: geo-grid rank tracking, gbp profile auditing via api, review intelligence across google/tripadvisor/trustpilot, cross-platform nap verification, competitor radius mapping, and localbusiness schema generation. three tiers: free (overpass + geoapify), dataforseo, and dataforseo + google. use when user says \"maps\", \"geo-grid\", rank tracking\", \"gbp audit\", \"review velocity\", \"competitor radius\", or solv\". seo-maps marketing "},{"slug":"seo-programmatic","kind":"skill","name":"Programmatic SEO Analysis & Planning","tagline":"Programmatic SEO planning and analysis for pages generated at scale from data sources. Covers template engines, URL patterns, internal linking automation, thin content safeguards, and index bloat prevention. Use when user says programmatic SEO\", \"pages at scale\", \"dynamic pages\", \"template pages\", generated pages\", or \"data-driven SEO\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"programmatic seo analysis & planning programmatic seo planning and analysis for pages generated at scale from data sources. covers template engines, url patterns, internal linking automation, thin content safeguards, and index bloat prevention. use when user says programmatic seo\", \"pages at scale\", \"dynamic pages\", \"template pages\", generated pages\", or \"data-driven seo\". seo-programmatic marketing "},{"slug":"seo-schema","kind":"skill","name":"Schema Markup Analysis & Generation","tagline":"Detect, validate, and generate Schema.org structured data. JSON-LD format preferred. Use when user says \"schema\", \"structured data\", \"rich results\", JSON-LD\", or \"markup\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"schema markup analysis & generation detect, validate, and generate schema.org structured data. json-ld format preferred. use when user says \"schema\", \"structured data\", \"rich results\", json-ld\", or \"markup\". seo-schema marketing "},{"slug":"seo-sxo","kind":"skill","name":"Search Experience Optimization (SXO)","tagline":"Search Experience Optimization: reads Google SERPs backwards to detect page-type mismatches, derives user stories from search intent signals, and scores pages from multiple persona perspectives. Identifies why well-optimized pages fail to rank by analyzing what Google rewards for each keyword. Use when user says SXO\", \"search experience\", \"page type mismatch\", \"SERP analysis\", \"user story\", persona scoring\", \"why isn't my page ranking\", \"intent mismatch\", or \"wireframe\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"search experience optimization (sxo) search experience optimization: reads google serps backwards to detect page-type mismatches, derives user stories from search intent signals, and scores pages from multiple persona perspectives. identifies why well-optimized pages fail to rank by analyzing what google rewards for each keyword. use when user says sxo\", \"search experience\", \"page type mismatch\", \"serp analysis\", \"user story\", persona scoring\", \"why isn't my page ranking\", \"intent mismatch\", or \"wireframe\". seo-sxo marketing "},{"slug":"seo-cluster","kind":"skill","name":"Semantic Topic Clustering","tagline":"SERP-based semantic topic clustering for content architecture planning. Groups keywords by actual Google SERP overlap (not text similarity), designs hub-and-spoke content clusters with internal link matrices, and generates interactive visualizations. Optionally executes content creation if claude-blog is installed. Use when user says \"topic cluster\", \"content cluster\", \"semantic clustering\", pillar page\", \"hub and spoke\", \"content architecture\", \"keyword grouping\", or \"cluster plan\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"media","deptName":"Content creator","task":"media/plan-content","taskName":"Content planning","hay":"semantic topic clustering serp-based semantic topic clustering for content architecture planning. groups keywords by actual google serp overlap (not text similarity), designs hub-and-spoke content clusters with internal link matrices, and generates interactive visualizations. optionally executes content creation if claude-blog is installed. use when user says \"topic cluster\", \"content cluster\", \"semantic clustering\", pillar page\", \"hub and spoke\", \"content architecture\", \"keyword grouping\", or \"cluster plan\". seo-cluster creator "},{"slug":"seo-ahrefs","kind":"skill","name":"SEO ahrefs","tagline":"Ahrefs API analyst (extension). Reads referring domains, backlinks, organic keywords, and content explorer data via the tested @ahrefs/mcp@0.0.11 server. Pairs with seo-backlinks for multi-source confidence weighting.","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo ahrefs ahrefs api analyst (extension). reads referring domains, backlinks, organic keywords, and content explorer data via the tested @ahrefs/mcp@0.0.11 server. pairs with seo-backlinks for multi-source confidence weighting. seo-ahrefs marketing "},{"slug":"seo-bing","kind":"skill","name":"SEO bing","tagline":"Bing Webmaster Tools + IndexNow extension. Microsoft Copilot citations are fed by the Bing index; this skill makes Bing visibility, link data, and IndexNow URL submission first-class.","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo bing bing webmaster tools + indexnow extension. microsoft copilot citations are fed by the bing index; this skill makes bing visibility, link data, and indexnow url submission first-class. seo-bing marketing "},{"slug":"seo-content-brief","kind":"skill","name":"SEO Content Brief Generator","tagline":"Generate competitive SEO content briefs with per-section word counts, competitor scoring, keyword density guidance, and page-type templates. Supports both new page briefs and improve-existing-page briefs. Use when user says \"content brief\", \"write a brief\", \"content outline\", blog brief\", \"service page brief\", \"brief for\", \"writing brief\", content plan\", or \"outline for\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo content brief generator generate competitive seo content briefs with per-section word counts, competitor scoring, keyword density guidance, and page-type templates. supports both new page briefs and improve-existing-page briefs. use when user says \"content brief\", \"write a brief\", \"content outline\", blog brief\", \"service page brief\", \"brief for\", \"writing brief\", content plan\", or \"outline for\". seo-content-brief marketing "},{"slug":"seo-drift","kind":"skill","name":"SEO Drift Monitor (April 2026)","tagline":"SEO drift monitoring: capture baselines of SEO-critical elements, detect changes, and track regressions over time. Git for SEO: baseline, diff, and track changes to your on-page SEO. Use when user says \"SEO drift\", \"baseline\", \"track changes\", did anything break\", \"SEO regression\", \"compare SEO\", \"before and after\", monitor SEO changes\", or \"deployment check\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo drift monitor (april 2026) seo drift monitoring: capture baselines of seo-critical elements, detect changes, and track regressions over time. git for seo: baseline, diff, and track changes to your on-page seo. use when user says \"seo drift\", \"baseline\", \"track changes\", did anything break\", \"seo regression\", \"compare seo\", \"before and after\", monitor seo changes\", or \"deployment check\". seo-drift marketing "},{"slug":"seo-image-gen-2","kind":"skill","name":"SEO Image Gen: AI Image Generation for SEO Assets (Extension)","tagline":"AI image generation for SEO assets: OG/social preview images, blog hero images, schema images, product photography, infographics. Powered by Gemini via nanobanana-mcp. Requires banana extension installed. Use when user says \"generate image\", \"OG image\", \"social preview\", \"hero image\", \"blog image\", \"product photo\", \"infographic\", \"seo image\", \"create visual\", \"image-gen\", \"favicon\", \"schema image\", \"pinterest pin\", \"generate visual\", \"banner\", or \"thumbnail\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"seo image gen: ai image generation for seo assets (extension) ai image generation for seo assets: og/social preview images, blog hero images, schema images, product photography, infographics. powered by gemini via nanobanana-mcp. requires banana extension installed. use when user says \"generate image\", \"og image\", \"social preview\", \"hero image\", \"blog image\", \"product photo\", \"infographic\", \"seo image\", \"create visual\", \"image-gen\", \"favicon\", \"schema image\", \"pinterest pin\", \"generate visual\", \"banner\", or \"thumbnail\". seo-image-gen-2 creator "},{"slug":"seo-image-gen","kind":"skill","name":"SEO Image Gen: AI Image Generation for SEO Assets (Extension)","tagline":"AI image generation for SEO assets: OG/social preview images, blog hero images, schema images, product photography, infographics. Powered by Gemini via nanobanana-mcp. Requires banana extension installed. Use when user says \"generate image\", \"OG image\", \"social preview\", \"hero image\", \"blog image\", \"product photo\", \"infographic\", \"seo image\", \"create visual\", \"image-gen\", \"favicon\", \"schema image\", \"pinterest pin\", \"generate visual\", \"banner\", or \"thumbnail\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"seo image gen: ai image generation for seo assets (extension) ai image generation for seo assets: og/social preview images, blog hero images, schema images, product photography, infographics. powered by gemini via nanobanana-mcp. requires banana extension installed. use when user says \"generate image\", \"og image\", \"social preview\", \"hero image\", \"blog image\", \"product photo\", \"infographic\", \"seo image\", \"create visual\", \"image-gen\", \"favicon\", \"schema image\", \"pinterest pin\", \"generate visual\", \"banner\", or \"thumbnail\". seo-image-gen creator "},{"slug":"seo-matomo-agent","kind":"agent","name":"Seo Matomo","tagline":"Matomo Reporting API analyst. Fetches organic traffic, top landing pages, device / country breakdowns, and referrer analysis from a self-hosted or Matomo Cloud instance. Pairs with seo-google for users who want GA4 alternative or supplement.","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo matomo matomo reporting api analyst. fetches organic traffic, top landing pages, device / country breakdowns, and referrer analysis from a self-hosted or matomo cloud instance. pairs with seo-google for users who want ga4 alternative or supplement. seo-matomo-agent marketing "},{"slug":"seo-matomo","kind":"skill","name":"SEO matomo","tagline":"Matomo Reporting API extension. Self-hosted or Matomo Cloud analytics as a GA4 alternative or complement. Organic traffic, landing pages, device / country breakdowns, referrers, search keywords. Triggers on \"Matomo\", \"self-hosted analytics\", \"analytics ohne Google\", \"GA4 alternative\", \"Matomo Reporting\", \"Piwik\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo matomo matomo reporting api extension. self-hosted or matomo cloud analytics as a ga4 alternative or complement. organic traffic, landing pages, device / country breakdowns, referrers, search keywords. triggers on \"matomo\", \"self-hosted analytics\", \"analytics ohne google\", \"ga4 alternative\", \"matomo reporting\", \"piwik\". seo-matomo marketing "},{"slug":"seo-performance","kind":"agent","name":"SEO performance","tagline":"Performance analyzer. Measures and evaluates Core Web Vitals and page load performance.","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"seo performance performance analyzer. measures and evaluates core web vitals and page load performance. seo-performance coding "},{"slug":"seo-profound","kind":"skill","name":"SEO profound","tagline":"Profound LLM citation tracker (extension). Time-series brand citation rates across ChatGPT, Perplexity, and other LLMs. Pairs with seo-seranking for triangulated AI visibility coverage.","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo profound profound llm citation tracker (extension). time-series brand citation rates across chatgpt, perplexity, and other llms. pairs with seo-seranking for triangulated ai visibility coverage. seo-profound marketing "},{"slug":"seo-seranking","kind":"skill","name":"SEO seranking","tagline":"SE Ranking AI visibility analyst (extension). Tracks AI Share-of-Voice across ChatGPT, Gemini, Perplexity, AI Overviews, and AI Mode in a single query.","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo seranking se ranking ai visibility analyst (extension). tracks ai share-of-voice across chatgpt, gemini, perplexity, ai overviews, and ai mode in a single query. seo-seranking marketing "},{"slug":"seo-unlighthouse","kind":"skill","name":"SEO unlighthouse","tagline":"Multi-page Lighthouse audit via the MIT-licensed Unlighthouse CLI. Free-tier alternative to running PageSpeed against every URL on a site, no API quota burn, runs locally.","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo unlighthouse multi-page lighthouse audit via the mit-licensed unlighthouse cli. free-tier alternative to running pagespeed against every url on a site, no api quota burn, runs locally. seo-unlighthouse marketing "},{"slug":"seo-visual","kind":"agent","name":"SEO visual","tagline":"Visual analyzer. Captures screenshots, tests mobile rendering, and analyzes above-the-fold content using Playwright.","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo visual visual analyzer. captures screenshots, tests mobile rendering, and analyzes above-the-fold content using playwright. seo-visual marketing "},{"slug":"seo","kind":"skill","name":"SEO: Universal SEO Analysis Skill","tagline":"Comprehensive SEO analysis for any website or business type. Full site audits, single-page analysis, technical SEO (crawlability, indexability, Core Web Vitals with INP), schema markup, content quality (E-E-A-T), image optimization, sitemap analysis, and GEO for AI Overviews/ChatGPT/Perplexity. Industry detection for SaaS, e-commerce, local, publishers, agencies. Triggers on: SEO, audit, schema, Core Web Vitals, sitemap, E-E-A-T, AI Overviews, GEO, technical SEO, content quality, page speed.","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo: universal seo analysis skill comprehensive seo analysis for any website or business type. full site audits, single-page analysis, technical seo (crawlability, indexability, core web vitals with inp), schema markup, content quality (e-e-a-t), image optimization, sitemap analysis, and geo for ai overviews/chatgpt/perplexity. industry detection for saas, e-commerce, local, publishers, agencies. triggers on: seo, audit, schema, core web vitals, sitemap, e-e-a-t, ai overviews, geo, technical seo, content quality, page speed. seo marketing "},{"slug":"seo-page","kind":"skill","name":"Single Page Analysis","tagline":"Give us a page link and the phrase you want to be found for; get back a scored report of what's hurting it and exactly what to fix first.","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"single page analysis give us a page link and the phrase you want to be found for; get back a scored report of what's hurting it and exactly what to fix first. seo-page business & ops you built a page but it's buried on google and you have no idea why. you're not sure if the title, the wording, the images, or something invisible is holding it back."},{"slug":"seo-sitemap","kind":"skill","name":"Sitemap Analysis & Generation","tagline":"Analyze existing XML sitemaps or generate new ones with industry templates. Validates format, URLs, and structure. Use when user says \"sitemap\", generate sitemap\", \"sitemap issues\", or \"XML sitemap\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"sitemap analysis & generation analyze existing xml sitemaps or generate new ones with industry templates. validates format, urls, and structure. use when user says \"sitemap\", generate sitemap\", \"sitemap issues\", or \"xml sitemap\". seo-sitemap marketing "},{"slug":"seo-plan","kind":"skill","name":"Strategic SEO Planning","tagline":"Strategic SEO planning for new or existing websites. Industry-specific templates, competitive analysis, content strategy, and implementation roadmap. Use when user says \"SEO plan\", \"SEO strategy\", \"SEO planning\", content strategy\", \"keyword strategy\", \"content calendar\", site architecture\", or \"SEO roadmap\".","author":"AgriciDaniel","license":"MIT","stars":17394,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"strategic seo planning strategic seo planning for new or existing websites. industry-specific templates, competitive analysis, content strategy, and implementation roadmap. use when user says \"seo plan\", \"seo strategy\", \"seo planning\", content strategy\", \"keyword strategy\", \"content calendar\", site architecture\", or \"seo roadmap\". seo-plan business & ops "},{"slug":"patent-pipeline","kind":"skill","name":"Patent Pipeline: From Invention to Filing","tagline":"Describe your invention in plain words and get back a complete first-draft patent application — claims, full description, and abstract — ready to hand to a patent attorney.","author":"wanshuiyin","license":"MIT","stars":16473,"dept":"legal","deptName":"Legal & compliance","task":"legal/file-ip","taskName":"Patents & IP","hay":"patent pipeline: from invention to filing describe your invention in plain words and get back a complete first-draft patent application — claims, full description, and abstract — ready to hand to a patent attorney. patent-pipeline business & ops you've come up with something new and you're scared someone will copy it before you can protect it. a lawyer wants thousands of dollars just to start, and you don't even know how to describe your idea in the way a patent office expects."},{"slug":"research-review","kind":"skill","name":"Research Review via External Reviewer Backend (ultra reasoning)","tagline":"Get a deep critical review of research from an external reviewer backend (Codex or manual). Use when user says \"review my research\", \"help me review\", \"get external review\", or wants critical feedback on research ideas, papers, or experimental results.","author":"wanshuiyin","license":"MIT","stars":16473,"dept":"product","deptName":"Product","task":"product/deep-research","taskName":"Deep research","hay":"research review via external reviewer backend (ultra reasoning) get a deep critical review of research from an external reviewer backend (codex or manual). use when user says \"review my research\", \"help me review\", \"get external review\", or wants critical feedback on research ideas, papers, or experimental results. research-review content & docs "},{"slug":"invention-structuring","kind":"skill","name":"Structure Your Invention For A Patent Filing","tagline":"Describe your invention in plain words and get back a formal write-up that lays out the problem it solves, how it works, and which parts are worth protecting.","author":"wanshuiyin","license":"MIT","stars":16473,"dept":"legal","deptName":"Legal & compliance","task":"legal/file-ip","taskName":"Patents & IP","hay":"structure your invention for a patent filing describe your invention in plain words and get back a formal write-up that lays out the problem it solves, how it works, and which parts are worth protecting. invention-structuring business & ops i've come up with something new but i have no idea how to write it up so a patent lawyer takes me seriously. i don't want to pay hundreds an hour just to explain the basics from scratch."},{"slug":"training-check","kind":"skill","name":"Training check","tagline":"Periodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs). Avoids wasting GPU hours on broken runs. Use when training is running and you want automated health checks.","author":"wanshuiyin","license":"MIT","stars":16473,"dept":"people","deptName":"People & hiring","task":"people/train-team","taskName":"Training","hay":"training check periodically check wandb metrics during training to catch problems early (nan, loss divergence, idle gpus). avoids wasting gpu hours on broken runs. use when training is running and you want automated health checks. training-check content & docs "},{"slug":"geo-audit","kind":"skill","name":"GEO Audit Orchestration Skill","tagline":"Full website GEO+SEO audit with parallel subagent delegation. Orchestrates a comprehensive Generative Engine Optimization audit across AI citability, platform analysis, technical infrastructure, content quality, and schema markup. Produces a composite GEO Score (0-100) with prioritized action plan.","author":"zubair-trabzada","license":"MIT","stars":10775,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"geo audit orchestration skill full website geo+seo audit with parallel subagent delegation. orchestrates a comprehensive generative engine optimization audit across ai citability, platform analysis, technical infrastructure, content quality, and schema markup. produces a composite geo score (0-100) with prioritized action plan. geo-audit marketing "},{"slug":"geo-report","kind":"skill","name":"GEO Client Report Generator","tagline":"Generate a professional, client-facing GEO report combining all audit results into a single deliverable with scores, findings, and prioritized actions","author":"zubair-trabzada","license":"MIT","stars":10775,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"geo client report generator generate a professional, client-facing geo report combining all audit results into a single deliverable with scores, findings, and prioritized actions geo-report marketing "},{"slug":"geo-content","kind":"skill","name":"GEO Content Quality & E-E-A-T Assessment","tagline":"Content quality and E-E-A-T assessment for AI citability — evaluate experience, expertise, authoritativeness, trustworthiness, and content structure","author":"zubair-trabzada","license":"MIT","stars":10775,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"geo content quality & e-e-a-t assessment content quality and e-e-a-t assessment for ai citability — evaluate experience, expertise, authoritativeness, trustworthiness, and content structure geo-content marketing "},{"slug":"geo-report-pdf","kind":"skill","name":"GEO PDF Report Generator (pandoc pipeline)","tagline":"Generate a professional PDF report from a GEO audit using pandoc + Chrome headless. Converts GEO-AUDIT-REPORT.md into a styled, client-ready PDF with a cover page, color-coded score tables, severity-tagged findings, and a 90-day roadmap.","author":"zubair-trabzada","license":"MIT","stars":10775,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"geo pdf report generator (pandoc pipeline) generate a professional pdf report from a geo audit using pandoc + chrome headless. converts geo-audit-report.md into a styled, client-ready pdf with a cover page, color-coded score tables, severity-tagged findings, and a 90-day roadmap. geo-report-pdf marketing "},{"slug":"geo-platform-optimizer","kind":"skill","name":"GEO platform optimizer","tagline":"Platform-specific AI search optimization — audit and optimize for Google AI Overviews, ChatGPT, Perplexity, Gemini, and Bing Copilot individually","author":"zubair-trabzada","license":"MIT","stars":10775,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"geo platform optimizer platform-specific ai search optimization — audit and optimize for google ai overviews, chatgpt, perplexity, gemini, and bing copilot individually geo-platform-optimizer marketing "},{"slug":"geo-schema","kind":"skill","name":"GEO Schema & Structured Data","tagline":"Schema.org structured data audit and generation optimized for AI discoverability — detect, validate, and generate JSON-LD markup","author":"zubair-trabzada","license":"MIT","stars":10775,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"geo schema & structured data schema.org structured data audit and generation optimized for ai discoverability — detect, validate, and generate json-ld markup geo-schema marketing "},{"slug":"geo-technical","kind":"skill","name":"GEO Technical SEO Audit","tagline":"Technical SEO audit with GEO-specific checks — crawlability, indexability, security, performance, SSR, and AI crawler access","author":"zubair-trabzada","license":"MIT","stars":10775,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"geo technical seo audit technical seo audit with geo-specific checks — crawlability, indexability, security, performance, ssr, and ai crawler access geo-technical marketing "},{"slug":"geo","kind":"skill","name":"GEO-SEO Analysis Tool — Claude Code Skill (February 2026)","tagline":"GEO-first SEO analysis tool. Optimizes websites for AI-powered search engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) while maintaining traditional SEO foundations. Performs full GEO audits, citability scoring, AI crawler analysis, llms.txt generation, brand mention scanning, platform-specific optimization, schema markup, technical SEO, content quality (E-E-A-T), and client-ready GEO report generation. Use when user says \"geo\", \"seo\", \"audit\", AI search\", \"AI visibility\", \"optimize\", \"citability\", \"llms.txt\", \"schema\", brand mentions\", \"GEO report\", or any URL for analysis.","author":"zubair-trabzada","license":"MIT","stars":10775,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"geo-seo analysis tool — claude code skill (february 2026) geo-first seo analysis tool. optimizes websites for ai-powered search engines (chatgpt, claude, perplexity, gemini, google ai overviews) while maintaining traditional seo foundations. performs full geo audits, citability scoring, ai crawler analysis, llms.txt generation, brand mention scanning, platform-specific optimization, schema markup, technical seo, content quality (e-e-a-t), and client-ready geo report generation. use when user says \"geo\", \"seo\", \"audit\", ai search\", \"ai visibility\", \"optimize\", \"citability\", \"llms.txt\", \"schema\", brand mentions\", \"geo report\", or any url for analysis. geo marketing "},{"slug":"ads-dna","kind":"skill","name":"Brand and Offer Profile","tagline":"Extract a public-safe brand and offer profile for paid advertising from an authorized website and operator input. Triggers on: brand DNA, brand profile, brand identity, brand style, brand colors, brand voice, visual identity, style guide, website brand analysis.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"brand and offer profile extract a public-safe brand and offer profile for paid advertising from an authorized website and operator input. triggers on: brand dna, brand profile, brand identity, brand style, brand colors, brand voice, visual identity, style guide, website brand analysis. ads-dna marketing "},{"slug":"ads-budget","kind":"skill","name":"Budget and Bidding","tagline":"Plan and review paid-media budgets, bidding, pacing, marginal return, forecasts, CPA, ROAS, MER, LTV:CAC, constraints, and allocation across supported platforms. Use for ad budget allocation, media budget, bidding strategy, scaling, spend pacing, budget forecast, ROAS target, or investment tradeoffs.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"budget and bidding plan and review paid-media budgets, bidding, pacing, marginal return, forecasts, cpa, roas, mer, ltv:cac, constraints, and allocation across supported platforms. use for ad budget allocation, media budget, bidding strategy, scaling, spend pacing, budget forecast, roas target, or investment tradeoffs. ads-budget marketing "},{"slug":"ads-create","kind":"skill","name":"Campaign Concepts and Copy","tagline":"Create source-grounded paid-ad campaign concepts, messaging, copy, creative briefs, and production plans from a validated brand profile, campaign objective, platform requirements, and optional audit evidence. Triggers on: campaign brief, campaign concepts, create a campaign, ad concepts, ad copy, ad messaging, creative brief, headlines, descriptions.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"campaign concepts and copy create source-grounded paid-ad campaign concepts, messaging, copy, creative briefs, and production plans from a validated brand profile, campaign objective, platform requirements, and optional audit evidence. triggers on: campaign brief, campaign concepts, create a campaign, ad concepts, ad copy, ad messaging, creative brief, headlines, descriptions. ads-create marketing "},{"slug":"ads-2","kind":"skill","name":"Claude Ads","tagline":"Operate professional paid advertising across Google, Meta, YouTube, LinkedIn, TikTok, Microsoft, Apple, Amazon, Reddit, Pinterest, Snapchat, and X. Use for account intake, source-grounded audits, strategy, budget and measurement planning, creative production, experiments, reporting, monitoring, and explicitly approved campaign changes. Also trigger on PPC, paid social, retail media, attribution, tracking, landing pages, cross-platform conversion totals, negative keywords or search terms, beta-feature scoring, stale platform claims, API-token or credential setup, campaign deletion, and safe Claude Ads installation or uninstall.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"claude ads operate professional paid advertising across google, meta, youtube, linkedin, tiktok, microsoft, apple, amazon, reddit, pinterest, snapchat, and x. use for account intake, source-grounded audits, strategy, budget and measurement planning, creative production, experiments, reporting, monitoring, and explicitly approved campaign changes. also trigger on ppc, paid social, retail media, attribution, tracking, landing pages, cross-platform conversion totals, negative keywords or search terms, beta-feature scoring, stale platform claims, api-token or credential setup, campaign deletion, and safe claude ads installation or uninstall. ads-2 marketing "},{"slug":"ads-competitor","kind":"skill","name":"Competitor Ad Intelligence","tagline":"Research competitor paid-ad presence, messaging, creative, formats, landing pages, keyword and auction signals, transparent ad libraries, and strategic gaps across supported platforms. Use for competitor ads, ad libraries, ad spy, competitive PPC analysis, competitor creative, Google Ads Transparency, Meta Ad Library, or paid-media competitor research.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor ad intelligence research competitor paid-ad presence, messaging, creative, formats, landing pages, keyword and auction signals, transparent ad libraries, and strategic gaps across supported platforms. use for competitor ads, ad libraries, ad spy, competitive ppc analysis, competitor creative, google ads transparency, meta ad library, or paid-media competitor research. ads-competitor marketing "},{"slug":"ads-creative","kind":"skill","name":"Creative Audit","tagline":"Audit paid-ad copy, images, video, hooks, concepts, format coverage, platform-native fit, message match, creative fatigue, accessibility, and policy across supported platforms. Use for creative audit, ad creative, creative fatigue, creative diversity, ad copy review, video review, image review, or production priorities.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"creative audit audit paid-ad copy, images, video, hooks, concepts, format coverage, platform-native fit, message match, creative fatigue, accessibility, and policy across supported platforms. use for creative audit, ad creative, creative fatigue, creative diversity, ad copy review, video review, image review, or production priorities. ads-creative marketing "},{"slug":"ads-generate","kind":"skill","name":"Generate Ad Images","tagline":"Generate paid-ad image assets from a validated creative brief and brand profile using an explicitly configured image provider. Triggers on: generate ads, generate ad images, create ad creatives, create ad images, make ad images, generate visuals, make campaign visuals, generate images from campaign brief.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"generate ad images generate paid-ad image assets from a validated creative brief and brand profile using an explicitly configured image provider. triggers on: generate ads, generate ad images, create ad creatives, create ad images, make ad images, generate visuals, make campaign visuals, generate images from campaign brief. ads-generate marketing "},{"slug":"ads-google","kind":"skill","name":"Google Ads Audit","tagline":"Audit Google Ads measurement, Search, Shopping, Performance Max, Demand Gen, YouTube-linked inventory, keywords and search terms, negative-keyword generation or review, creative assets, bidding, budgets, settings, and policy. Use for Google Ads, AdWords, Search campaigns, search terms reports, broad negatives, Shopping, Performance Max, PMax, Demand Gen, GAQL, Google conversion tracking, or Google campaign optimization.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/run-search-ads","taskName":"Search ads","hay":"google ads audit audit google ads measurement, search, shopping, performance max, demand gen, youtube-linked inventory, keywords and search terms, negative-keyword generation or review, creative assets, bidding, budgets, settings, and policy. use for google ads, adwords, search campaigns, search terms reports, broad negatives, shopping, performance max, pmax, demand gen, gaql, google conversion tracking, or google campaign optimization. ads-google marketing "},{"slug":"ads-landing","kind":"skill","name":"Landing-Page Audit","tagline":"Audit paid-ad landing pages for message match, mobile experience, performance, accessibility, trust, forms, consent, tracking, security, and conversion friction. Use for landing-page audit, post-click experience, LP audit, conversion-rate optimization, form optimization, ad-to-page message match, redirects, blocked navigation, or requests involving private, loopback, link-local, or metadata IP destinations.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/ad-account-audit","taskName":"Ad account audit","hay":"landing-page audit audit paid-ad landing pages for message match, mobile experience, performance, accessibility, trust, forms, consent, tracking, security, and conversion friction. use for landing-page audit, post-click experience, lp audit, conversion-rate optimization, form optimization, ad-to-page message match, redirects, blocked navigation, or requests involving private, loopback, link-local, or metadata ip destinations. ads-landing marketing "},{"slug":"ads-linkedin","kind":"skill","name":"LinkedIn Ads Audit","tagline":"Paste your LinkedIn campaign numbers and goals; get back a plain-language report on what's leaking budget and what to fix first.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"linkedin ads audit paste your linkedin campaign numbers and goals; get back a plain-language report on what's leaking budget and what to fix first. ads-linkedin business & ops you're spending real money on linkedin ads but you can't tell if it's working or just burning cash. nobody will give you a straight answer about what to change."},{"slug":"ads-meta","kind":"skill","name":"Meta Ads Audit","tagline":"Paste your ad spend, goals and results — get back a plain report showing what's leaking money and the exact changes to make first.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"meta ads audit paste your ad spend, goals and results — get back a plain report showing what's leaking money and the exact changes to make first. ads-meta business & ops i keep putting money into facebook and instagram ads every month but i honestly can't tell if it's working. i don't know what to fix first or whether i'm just burning cash."},{"slug":"ads-microsoft","kind":"skill","name":"Microsoft Advertising Audit","tagline":"Paste what you're selling and share your Microsoft Advertising numbers; get back a plain-English report on what's wasting money and what to fix first.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/run-search-ads","taskName":"Search ads","hay":"microsoft advertising audit paste what you're selling and share your microsoft advertising numbers; get back a plain-english report on what's wasting money and what to fix first. ads-microsoft business & ops i'm spending money on microsoft ads every month but i honestly can't tell if it's working or where the budget is leaking. i don't know what to change and i don't want to hire an expensive agency just to find out."},{"slug":"ads-audit","kind":"skill","name":"Paid Advertising Audit","tagline":"Paste your ad account numbers and what you're trying to sell; get back a plain-English report on what's wasting spend and the fixes to make first.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/ad-account-audit","taskName":"Ad account audit","hay":"paid advertising audit paste your ad account numbers and what you're trying to sell; get back a plain-english report on what's wasting spend and the fixes to make first. ads-audit business & ops you're spending money on ads every month but you can't tell what's actually working and what's just burning cash. nobody's ever gone through the whole account and told you straight where the waste is."},{"slug":"ads-test","kind":"skill","name":"Paid Media Experiment","tagline":"Design and evaluate paid-ad experiments with hypotheses, randomization units, sample-size and duration assumptions, guardrails, platform experiment tools, analysis, and decision rules. Use for A/B test, split test, experiment design, hypothesis, statistical significance, sample size, test duration, or experiment readout.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"paid media experiment design and evaluate paid-ad experiments with hypotheses, randomization units, sample-size and duration assumptions, guardrails, platform experiment tools, analysis, and decision rules. use for a/b test, split test, experiment design, hypothesis, statistical significance, sample size, test duration, or experiment readout. ads-test marketing "},{"slug":"ads-math","kind":"skill","name":"Paid Media Financial Model","tagline":"Calculate and model paid-media CPA, CPL, CPC, CPM, ROAS, MER, break-even targets, contribution margin, LTV:CAC, impression-share opportunity, budgets, forecasts, and experiment economics. Use for PPC math, ad calculator, break-even analysis, ROAS calculator, CPA calculator, budget forecast, LTV CAC, or MER.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"paid media financial model calculate and model paid-media cpa, cpl, cpc, cpm, roas, mer, break-even targets, contribution margin, ltv:cac, impression-share opportunity, budgets, forecasts, and experiment economics. use for ppc math, ad calculator, break-even analysis, roas calculator, cpa calculator, budget forecast, ltv cac, or mer. ads-math marketing "},{"slug":"ads-optimize","kind":"skill","name":"Paid Media Optimization","tagline":"Hand over your current ad campaigns and spend numbers, get back a ranked list of what to change, pause, or test to stop wasting money.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"paid media optimization hand over your current ad campaigns and spend numbers, get back a ranked list of what to change, pause, or test to stop wasting money. ads-optimize business & ops you're pouring money into google or facebook ads every month and you honestly can't tell what's working and what's just burning cash. you need someone to look at the numbers and tell you plainly what to fix first."},{"slug":"ads-plan","kind":"skill","name":"Paid Media Plan","tagline":"Create a professional paid-advertising strategy covering objectives, economics, platform selection, campaign architecture, audiences, budget, creative, measurement, experiments, governance, rollout, and reporting. Use for ad plan, media plan, PPC strategy, paid-social strategy, campaign architecture, advertising roadmap, or channel planning.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"paid media plan create a professional paid-advertising strategy covering objectives, economics, platform selection, campaign architecture, audiences, budget, creative, measurement, experiments, governance, rollout, and reporting. use for ad plan, media plan, ppc strategy, paid-social strategy, campaign architecture, advertising roadmap, or channel planning. ads-plan marketing "},{"slug":"ads-pinterest","kind":"skill","name":"Pinterest Ads Audit","tagline":"Paste your Pinterest ad account details and recent numbers, and get back a clear report on what's wasting money and what to fix first.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/ad-account-audit","taskName":"Ad account audit","hay":"pinterest ads audit paste your pinterest ad account details and recent numbers, and get back a clear report on what's wasting money and what to fix first. ads-pinterest business & ops i'm spending on pinterest ads but i honestly can't tell if it's working or where the money leaks. i need someone to look it over and tell me plainly what to change."},{"slug":"ads-photoshoot","kind":"skill","name":"Product Photography Variants","tagline":"Generate rights-cleared paid-ad product photography variants from an authorized source image and validated brand profile. Triggers on: product photo, product photography, virtual photoshoot, photoshoot, enhance product image, studio shot, lifestyle shot, lifestyle product image, floating product image, ingredient shot.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"product photography variants generate rights-cleared paid-ad product photography variants from an authorized source image and validated brand profile. triggers on: product photo, product photography, virtual photoshoot, photoshoot, enhance product image, studio shot, lifestyle shot, lifestyle product image, floating product image, ingredient shot. ads-photoshoot marketing "},{"slug":"ads-reddit","kind":"skill","name":"Reddit Ads Audit","tagline":"You hand over your Reddit ad account details and spend numbers; you get back a plain-language report on what's underperforming and exactly what to fix first.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/ad-account-audit","taskName":"Ad account audit","hay":"reddit ads audit you hand over your reddit ad account details and spend numbers; you get back a plain-language report on what's underperforming and exactly what to fix first. ads-reddit business & ops i'm spending money on reddit ads every month but i can't tell what's actually working. something feels off and i don't know if my setup, targeting, or budget is the problem."},{"slug":"ads-server-side-tracking","kind":"skill","name":"Server-Side Tracking Audit","tagline":"Audit server-side paid-media measurement including server-side tag management, platform conversion APIs, event taxonomy, browser/server deduplication, consent, hashing, data quality, observability, and privacy. Use for server-side tracking, sGTM, server-side tagging, CAPI, Events API, event_id, pixel debugging, first-party measurement, or conversion data loss.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/ad-account-audit","taskName":"Ad account audit","hay":"server-side tracking audit audit server-side paid-media measurement including server-side tag management, platform conversion apis, event taxonomy, browser/server deduplication, consent, hashing, data quality, observability, and privacy. use for server-side tracking, sgtm, server-side tagging, capi, events api, event_id, pixel debugging, first-party measurement, or conversion data loss. ads-server-side-tracking marketing "},{"slug":"ads-snapchat","kind":"skill","name":"Snapchat Ads Audit","tagline":"Paste your Snapchat Ads numbers and setup, and get back a plain-language report on what's wasting money and exactly what to fix first.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/ad-account-audit","taskName":"Ad account audit","hay":"snapchat ads audit paste your snapchat ads numbers and setup, and get back a plain-language report on what's wasting money and exactly what to fix first. ads-snapchat business & ops i'm spending money on snapchat ads but i honestly can't tell if it's working or where my budget is leaking. i don't know what's set up wrong or what to change first."},{"slug":"ads-tiktok","kind":"skill","name":"TikTok Ads Audit","tagline":"Paste what you're spending and what you're trying to get, and receive a plain-English review of what's working, what's leaking money, and what to fix first.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"tiktok ads audit paste what you're spending and what you're trying to get, and receive a plain-english review of what's working, what's leaking money, and what to fix first. ads-tiktok business & ops i'm pouring money into tiktok ads every month and i honestly can't tell if it's working or where it's going. i need someone to look at it and tell me straight what to fix."},{"slug":"ads-x","kind":"skill","name":"X Ads Audit","tagline":"Paste your X Ads spend and campaign details; get back a plain-language health check with what's wasting money and what to fix first.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/ad-account-audit","taskName":"Ad account audit","hay":"x ads audit paste your x ads spend and campaign details; get back a plain-language health check with what's wasting money and what to fix first. ads-x business & ops i'm spending money on x ads every month but i honestly can't tell if it's working or where the budget is leaking. i don't know if my targeting, budgets, or tracking are set up right and i don't have anyone to check it for me."},{"slug":"ads-youtube","kind":"skill","name":"YouTube Ads Audit","tagline":"Paste your YouTube ad campaign numbers and goals, and get back a plain report on what's wasting money and what to fix first.","author":"AgriciDaniel","license":"MIT","stars":9466,"dept":"marketing","deptName":"Marketing","task":"marketing/ad-account-audit","taskName":"Ad account audit","hay":"youtube ads audit paste your youtube ad campaign numbers and goals, and get back a plain report on what's wasting money and what to fix first. ads-youtube business & ops you're spending money on youtube video ads but you're not sure if it's actually working or just burning cash. you don't know what's broken, what to fix first, or whether your numbers are normal."},{"slug":"better-colors","kind":"skill","name":"Colors","tagline":"Helps you build a color system and answer anything about color in your project. You can generate palettes, use semantic tokens, convert between formats, check contrast and more.","author":"jakubkrehel","license":"MIT","stars":7115,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"colors helps you build a color system and answer anything about color in your project. you can generate palettes, use semantic tokens, convert between formats, check contrast and more. better-colors design & ui "},{"slug":"explain-interface","kind":"skill","name":"Interface explanation","tagline":"Helps you figure out how something was built on the web.","author":"jakubkrehel","license":"MIT","stars":7115,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"interface explanation helps you figure out how something was built on the web. explain-interface design & ui "},{"slug":"better-interface","kind":"skill","name":"Interface review","tagline":"Combines all of the `better-*` skills into a single review across accessibility, layout, writing, typography, color and UI polish.","author":"jakubkrehel","license":"MIT","stars":7115,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"interface review combines all of the `better-*` skills into a single review across accessibility, layout, writing, typography, color and ui polish. better-interface design & ui "},{"slug":"better-writing","kind":"skill","name":"Interface writing","tagline":"Focuses on improving product copy in your project.","author":"jakubkrehel","license":"MIT","stars":7115,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"interface writing focuses on improving product copy in your project. better-writing design & ui "},{"slug":"better-layout","kind":"skill","name":"Layout","tagline":"Helps with grouping, alignment, reading order, progressive disclosure and other details that make a good layout.","author":"jakubkrehel","license":"MIT","stars":7115,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"layout helps with grouping, alignment, reading order, progressive disclosure and other details that make a good layout. better-layout design & ui "},{"slug":"better-typography","kind":"skill","name":"Typography","tagline":"Focuses on type scale, spacing, sizing, variable fonts, OpenType features, wrapping, truncation and other details that make typography feel great across your product.","author":"jakubkrehel","license":"MIT","stars":7115,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"typography focuses on type scale, spacing, sizing, variable fonts, opentype features, wrapping, truncation and other details that make typography feel great across your product. better-typography design & ui "},{"slug":"better-ui","kind":"skill","name":"UI polish","tagline":"Polishes and improves the UI in your project. Covers concentric border radius, optical alignment, surface depth, contextual icons, hit areas and more.","author":"jakubkrehel","license":"MIT","stars":7115,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"ui polish polishes and improves the ui in your project. covers concentric border radius, optical alignment, surface depth, contextual icons, hit areas and more. better-ui design & ui "},{"slug":"variant","kind":"skill","name":"Variants","tagline":"Builds multiple variants of a component you're working on and helps you iterate and pick one.","author":"jakubkrehel","license":"MIT","stars":7115,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"variants builds multiple variants of a component you're working on and helps you iterate and pick one. variant design & ui "},{"slug":"css-border-gradient","kind":"skill","name":"Border Gradients","tagline":"Apply subtle gradient-border treatments for premium web surfaces. Use when cards, pricing panels, nav bars, modals, buttons, or hero surfaces need a refined edge highlight without a loud glow.","author":"MengTo","license":"MIT","stars":6243,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"border gradients apply subtle gradient-border treatments for premium web surfaces. use when cards, pricing panels, nav bars, modals, buttons, or hero surfaces need a refined edge highlight without a loud glow. css-border-gradient design & ui "},{"slug":"build-threejs-scroll-worlds","kind":"skill","name":"Build Three.js Scroll Worlds","tagline":"Build rich, scroll-controlled real-time Three.js experiences as one persistent 3D world whose camera, lighting, atmosphere, materials, objects, DOM story, and interactions evolve across authored chapters. Use for 3D scrollytelling, scroll-driven WebGL worlds, camera journeys, interactive portfolios, product stories, exhibitions, explainers, game or film microsites, spatial narratives, and multi-scene websites where native scroll should travel through one continuous place. Not limited to landing pages.","author":"MengTo","license":"MIT","stars":6243,"dept":"media","deptName":"Content creator","task":"media/make-render","taskName":"3D & renders","hay":"build three.js scroll worlds build rich, scroll-controlled real-time three.js experiences as one persistent 3d world whose camera, lighting, atmosphere, materials, objects, dom story, and interactions evolve across authored chapters. use for 3d scrollytelling, scroll-driven webgl worlds, camera journeys, interactive portfolios, product stories, exhibitions, explainers, game or film microsites, spatial narratives, and multi-scene websites where native scroll should travel through one continuous place. not limited to landing pages. build-threejs-scroll-worlds design & ui "},{"slug":"pointer-trail-emitter","kind":"skill","name":"Pointer trail emitter","tagline":"Build a cursor trail whose spacing stays constant at any hand speed, by emitting motes per unit of distance travelled rather than on a timer, so a flick draws the same continuous ribbon as a crawl instead of breaking into scattered dots. Covers sub-segment placement, the ring-buffer ordering trap, the idle breath a distance emitter needs, anchoring the trail to the screen in a 3-D scene, scaling scatter against the plane it hangs on, coasting instead of stopping dead, touch and reduced-motion fallbacks, and why moving the emitter to a DOM overlay to raise its z-index costs more than it buys. Use for cursor wisps, pointer sparks, embers, magic trails, comet tails, plankton, dust, or any mote trail that must stay legible however fast the hand moves.","author":"MengTo","license":"MIT","stars":6243,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"pointer trail emitter build a cursor trail whose spacing stays constant at any hand speed, by emitting motes per unit of distance travelled rather than on a timer, so a flick draws the same continuous ribbon as a crawl instead of breaking into scattered dots. covers sub-segment placement, the ring-buffer ordering trap, the idle breath a distance emitter needs, anchoring the trail to the screen in a 3-d scene, scaling scatter against the plane it hangs on, coasting instead of stopping dead, touch and reduced-motion fallbacks, and why moving the emitter to a dom overlay to raise its z-index costs more than it buys. use for cursor wisps, pointer sparks, embers, magic trails, comet tails, plankton, dust, or any mote trail that must stay legible however fast the hand moves. pointer-trail-emitter design & ui "},{"slug":"scroll-world-storytelling","kind":"skill","name":"Scroll world storytelling","tagline":"Turn an article, case study, brand narrative, product journey, or long-form story into a cinematic scroll-driven landing page using one of three renderers: scrubbed video, a real-time Three.js world, or semantic HTML/SVG data and typography. Use when the user asks for a scroll world, fly-through landing page, article-to-website transformation, animated planet, data scrollytelling, video-scrubbed page, connected visual journey, or story-led alternative to ordinary stacked sections.","author":"MengTo","license":"MIT","stars":6243,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"scroll world storytelling turn an article, case study, brand narrative, product journey, or long-form story into a cinematic scroll-driven landing page using one of three renderers: scrubbed video, a real-time three.js world, or semantic html/svg data and typography. use when the user asks for a scroll world, fly-through landing page, article-to-website transformation, animated planet, data scrollytelling, video-scrubbed page, connected visual journey, or story-led alternative to ordinary stacked sections. scroll-world-storytelling design & ui "},{"slug":"avoid-ai-writing-router","kind":"skill","name":"Avoid AI writing router","tagline":"Use when a request combines AI-writing audit, rewrite, file editing, voice preservation, false-positive interpretation, verification, or when the user invokes Avoid AI Writing without naming a mode.","author":"conorbronsdon","license":"MIT","stars":4655,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"avoid ai writing router use when a request combines ai-writing audit, rewrite, file editing, voice preservation, false-positive interpretation, verification, or when the user invokes avoid ai writing without naming a mode. avoid-ai-writing-router creator "},{"slug":"file-edit-in-place","kind":"skill","name":"File edit in place","tagline":"Use when the user names a local file and explicitly asks to clean, rewrite, humanize, or remove AI-writing patterns in that file itself, with minimal targeted edits and post-edit verification.","author":"conorbronsdon","license":"MIT","stars":4655,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"file edit in place use when the user names a local file and explicitly asks to clean, rewrite, humanize, or remove ai-writing patterns in that file itself, with minimal targeted edits and post-edit verification. file-edit-in-place creator "},{"slug":"preservation-verifier","kind":"skill","name":"Preservation verifier","tagline":"Use when the user provides an original and rewritten version, asks whether a rewrite preserved protected content, or wants a deterministic check for code, frontmatter, quotes, tables, links, paths, numbers, headings, and residual AI-pattern regressions.","author":"conorbronsdon","license":"MIT","stars":4655,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"preservation verifier use when the user provides an original and rewritten version, asks whether a rewrite preserved protected content, or wants a deterministic check for code, frontmatter, quotes, tables, links, paths, numbers, headings, and residual ai-pattern regressions. preservation-verifier creator "},{"slug":"voice-preserving-rewriter","kind":"skill","name":"Voice preserving rewriter","tagline":"Use when the user asks to rewrite, humanize, clean up, or remove AI-isms from text while preserving the writer's voice, facts, intent, structure, register, and protected material.","author":"conorbronsdon","license":"MIT","stars":4655,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"voice preserving rewriter use when the user asks to rewrite, humanize, clean up, or remove ai-isms from text while preserving the writer's voice, facts, intent, structure, register, and protected material. voice-preserving-rewriter creator "},{"slug":"muapi-ad-creative","kind":"skill","name":"Muapi ad creative","tagline":"Generate a high-converting ad creative set — hero image, ad copy variations, and platform-optimized crops for Meta, Google Display, and LinkedIn.","author":"SamurAIGPT","license":"MIT","stars":4317,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"muapi ad creative generate a high-converting ad creative set — hero image, ad copy variations, and platform-optimized crops for meta, google display, and linkedin. muapi-ad-creative creator "},{"slug":"muapi-ai-clipping","kind":"skill","name":"Muapi AI clipping","tagline":"Turn a long video into N viral-ready short clips with a single managed API call. Wraps muapi.ai's `/ai-clipping` endpoint, which handles transcription, highlight ranking through a virality framework (hook / emotional peak / opinion bomb / revelation / conflict / quotable / story peak / practical value), overlap dedupe, and vertical face-tracking auto-crop server-side. No local Whisper, no local LLM, no GPU.","author":"SamurAIGPT","license":"MIT","stars":4317,"dept":"media","deptName":"Content creator","task":"media/edit-short","taskName":"Short-form editing","hay":"muapi ai clipping turn a long video into n viral-ready short clips with a single managed api call. wraps muapi.ai's `/ai-clipping` endpoint, which handles transcription, highlight ranking through a virality framework (hook / emotional peak / opinion bomb / revelation / conflict / quotable / story peak / practical value), overlap dedupe, and vertical face-tracking auto-crop server-side. no local whisper, no local llm, no gpu. muapi-ai-clipping creator "},{"slug":"ai-fight-scene","kind":"skill","name":"Muapi AI fight scene","tagline":"Generate a high-cut-density action / fight scene by first composing a 16-cell storyboard image, then driving Seedance 2.0 image-to-video off that storyboard. Stacks GPT-Image-2 (character sheet + storyboard), Nano-Banana-2 (environment concept), and Seedance 2.0 i2v.","author":"SamurAIGPT","license":"MIT","stars":4317,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"muapi ai fight scene generate a high-cut-density action / fight scene by first composing a 16-cell storyboard image, then driving seedance 2.0 image-to-video off that storyboard. stacks gpt-image-2 (character sheet + storyboard), nano-banana-2 (environment concept), and seedance 2.0 i2v. ai-fight-scene creator "},{"slug":"chibi-collage-effect","kind":"skill","name":"Muapi chibi collage effect","tagline":"Turn a real lifestyle photo into a polished \"chibi clone sticker diary\" image — the original person stays photorealistic, surrounded by 5–8 kawaii chibi mini-clones, scrapbook doodles, and handwritten-style captions that match the scene.","author":"SamurAIGPT","license":"MIT","stars":4317,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"muapi chibi collage effect turn a real lifestyle photo into a polished \"chibi clone sticker diary\" image — the original person stays photorealistic, surrounded by 5–8 kawaii chibi mini-clones, scrapbook doodles, and handwritten-style captions that match the scene. chibi-collage-effect creator "},{"slug":"muapi-cinema-director","kind":"skill","name":"Muapi cinema director","tagline":"Direct high-fidelity cinematic video with AI — translates creative intent into technical cinematographic directives for Veo3, Kling, and Luma video models via muapi.ai","author":"SamurAIGPT","license":"MIT","stars":4317,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"muapi cinema director direct high-fidelity cinematic video with ai — translates creative intent into technical cinematographic directives for veo3, kling, and luma video models via muapi.ai muapi-cinema-director creator "},{"slug":"muapi-instagram-post","kind":"skill","name":"Muapi instagram post","tagline":"Create a polished, on-brand Instagram post — square or portrait hero image with matching caption and hashtags.","author":"SamurAIGPT","license":"MIT","stars":4317,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"muapi instagram post create a polished, on-brand instagram post — square or portrait hero image with matching caption and hashtags. muapi-instagram-post creator "},{"slug":"muapi-logo-creator","kind":"skill","name":"Muapi logo creator","tagline":"Engineer professional-grade brand logos using geometric primitives and negative space — generates minimalist, scalable vector-style marks via muapi.ai","author":"SamurAIGPT","license":"MIT","stars":4317,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"muapi logo creator engineer professional-grade brand logos using geometric primitives and negative space — generates minimalist, scalable vector-style marks via muapi.ai muapi-logo-creator creator "},{"slug":"muapi-nano-banana","kind":"skill","name":"Muapi nano banana","tagline":"Reasoning-driven image generation using structured creative briefs (Gemini 3 style) — generates high-fidelity images via muapi.ai with logic-based prompting","author":"SamurAIGPT","license":"MIT","stars":4317,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"muapi nano banana reasoning-driven image generation using structured creative briefs (gemini 3 style) — generates high-fidelity images via muapi.ai with logic-based prompting muapi-nano-banana creator "},{"slug":"muapi-product-video-ad-maker","kind":"skill","name":"Muapi product video ad maker","tagline":"Create a high-end cinematic product video advertisement starting from a simple product photo.","author":"SamurAIGPT","license":"MIT","stars":4317,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"muapi product video ad maker create a high-end cinematic product video advertisement starting from a simple product photo. muapi-product-video-ad-maker creator "},{"slug":"muapi-seedance-2","kind":"skill","name":"Muapi seedance","tagline":"Expert Cinema Director skill for Seedance 2.0 (ByteDance) — high-fidelity video generation across Chinese, Global, and VIP tiers. Supports text-to-video, image-to-video, first-last-frame, omni reference, character training, omni-reference training, video editing, and watermark removal.","author":"SamurAIGPT","license":"MIT","stars":4317,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"muapi seedance expert cinema director skill for seedance 2.0 (bytedance) — high-fidelity video generation across chinese, global, and vip tiers. supports text-to-video, image-to-video, first-last-frame, omni reference, character training, omni-reference training, video editing, and watermark removal. muapi-seedance-2 creator "},{"slug":"muapi-social-media-video","kind":"skill","name":"Muapi social media video","tagline":"Brand-aware social media video creator. Reads brand-identity.md, ICP.md, and messaging.md to write a post/storyboard, craft an optimized Seedance 2.0 Director prompt, generate reference frames with the best available image model, and produce platform-ready video.","author":"SamurAIGPT","license":"MIT","stars":4317,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"muapi social media video brand-aware social media video creator. reads brand-identity.md, icp.md, and messaging.md to write a post/storyboard, craft an optimized seedance 2.0 director prompt, generate reference frames with the best available image model, and produce platform-ready video. muapi-social-media-video creator "},{"slug":"muapi-ugc-video-factory","kind":"skill","name":"Muapi ugc video factory","tagline":"Turn a person photo + a product photo + an optional script into a vertical 9:16 UGC-style video ad. Generates a lifestyle hero image (Nano-Banana Pro Edit), then animates it with native audio using Seedance 2.0 VIP image-to-video.","author":"SamurAIGPT","license":"MIT","stars":4317,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"muapi ugc video factory turn a person photo + a product photo + an optional script into a vertical 9:16 ugc-style video ad. generates a lifestyle hero image (nano-banana pro edit), then animates it with native audio using seedance 2.0 vip image-to-video. muapi-ugc-video-factory creator "},{"slug":"muapi-ui-design","kind":"skill","name":"Muapi UI design","tagline":"Generate high-fidelity UI/UX mockups for mobile and web apps using Atomic Design principles — creates wireframes and design systems via muapi.ai","author":"SamurAIGPT","license":"MIT","stars":4317,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"muapi ui design generate high-fidelity ui/ux mockups for mobile and web apps using atomic design principles — creates wireframes and design systems via muapi.ai muapi-ui-design creator "},{"slug":"workflow","kind":"skill","name":"Muapi workflow","tagline":"Build, run, and visualize multi-step AI generation workflows. The AI architect translates natural language descriptions into connected node graphs — chain image generation, video creation, enhancement, and editing into automated pipelines.","author":"SamurAIGPT","license":"MIT","stars":4317,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"muapi workflow build, run, and visualize multi-step ai generation workflows. the ai architect translates natural language descriptions into connected node graphs — chain image generation, video creation, enhancement, and editing into automated pipelines. workflow creator "},{"slug":"muapi-youtube-shorts","kind":"skill","name":"Muapi youtube shorts","tagline":"Auto-generate viral 9:16 YouTube Shorts (or TikTok / Reels clips) from a long-form video. Thin platform-aware wrapper around the AI Clipping skill — picks sensible defaults for short-form social platforms (9:16, 30–60s sweet spot) and delegates the actual highlight extraction + crop to muapi.ai's `/ai-clipping` endpoint.","author":"SamurAIGPT","license":"MIT","stars":4317,"dept":"media","deptName":"Content creator","task":"media/edit-short","taskName":"Short-form editing","hay":"muapi youtube shorts auto-generate viral 9:16 youtube shorts (or tiktok / reels clips) from a long-form video. thin platform-aware wrapper around the ai clipping skill — picks sensible defaults for short-form social platforms (9:16, 30–60s sweet spot) and delegates the actual highlight extraction + crop to muapi.ai's `/ai-clipping` endpoint. muapi-youtube-shorts creator "},{"slug":"muapi-youtube-thumbnail","kind":"skill","name":"Muapi youtube thumbnail","tagline":"Design a high-CTR YouTube thumbnail — striking imagery, bold text placement, and emotional face/subject if needed.","author":"SamurAIGPT","license":"MIT","stars":4317,"dept":"media","deptName":"Content creator","task":"media/make-thumbnail","taskName":"Thumbnails & covers","hay":"muapi youtube thumbnail design a high-ctr youtube thumbnail — striking imagery, bold text placement, and emotional face/subject if needed. muapi-youtube-thumbnail creator "},{"slug":"backlink-audit","kind":"skill","name":"Backlink / Off-Page SEO Audit","tagline":"Backlink / off-page SEO audit. Works WITHOUT a paid tool by default — it uses the Google Search Console Links report (your top linking sites, most-linked pages, and anchor text) plus any backlink export the user provides (Ahrefs / Semrush / Majestic / DataForSEO CSV). Analyzes referring-domain profile, anchor-text distribution (over-optimized / spammy patterns), most-linked pages vs. money pages (internal-linking opportunity), toxic/spam link signals, and link-building priorities. Use this skill when the user asks about backlinks, link building, off-page SEO, referring domains, anchor text, toxic/spam links, disavow, or their link profile. Trigger on: \"backlinks\", \"backlink audit\", \"link building\", \"off- page SEO\", \"referring domains\", \"anchor text\", \"toxic links\", \"spam links\", disavow file\", \"who links to me\", \"link profile\", \"domain authority\". NOTE: rich third-party metrics (DR/DA, full link index) require a paid data source; this skill is explicit about what it can and can't see without one.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"backlink / off-page seo audit backlink / off-page seo audit. works without a paid tool by default — it uses the google search console links report (your top linking sites, most-linked pages, and anchor text) plus any backlink export the user provides (ahrefs / semrush / majestic / dataforseo csv). analyzes referring-domain profile, anchor-text distribution (over-optimized / spammy patterns), most-linked pages vs. money pages (internal-linking opportunity), toxic/spam link signals, and link-building priorities. use this skill when the user asks about backlinks, link building, off-page seo, referring domains, anchor text, toxic/spam links, disavow, or their link profile. trigger on: \"backlinks\", \"backlink audit\", \"link building\", \"off- page seo\", \"referring domains\", \"anchor text\", \"toxic links\", \"spam links\", disavow file\", \"who links to me\", \"link profile\", \"domain authority\". note: rich third-party metrics (dr/da, full link index) require a paid data source; this skill is explicit about what it can and can't see without one. backlink-audit marketing "},{"slug":"broken-link-checker","kind":"skill","name":"Broken link checker","tagline":"Scans a website to find broken links (404s, 500s). Crawls internal pages, identifies broken outbound links, and reports source pages for easy fixing. Use this when the user asks to \"check for broken links\", \"find 404s\", audit my links\", or \"is my site healthy\".","author":"nowork-studio","license":"MIT","stars":3853,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"broken link checker scans a website to find broken links (404s, 500s). crawls internal pages, identifies broken outbound links, and reports source pages for easy fixing. use this when the user asks to \"check for broken links\", \"find 404s\", audit my links\", or \"is my site healthy\". broken-link-checker marketing "},{"slug":"paid-ads-chatgpt","kind":"skill","name":"ChatGPT Ads Planning","tagline":"Plan and review ChatGPT Ads experiments without assuming ad inventory, account access, or platform capabilities. Use for ChatGPT advertising, OpenAI ads, conversational ad concepts, ChatGPT campaign plans, or performance reviews from a verified export.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"chatgpt ads planning plan and review chatgpt ads experiments without assuming ad inventory, account access, or platform capabilities. use for chatgpt advertising, openai ads, conversational ad concepts, chatgpt campaign plans, or performance reviews from a verified export. paid-ads-chatgpt marketing "},{"slug":"competitor-pages","kind":"skill","name":"Competitor Page Gap Analysis","tagline":"Competitor page gap analysis — take a query you want to win and the pages currently outranking you, and produce a concrete brief on what to add or change to compete. Compares content depth and coverage (subtopics they cover that you don't), structure (headings, format, tables, media), search-intent match, E-E-A-T signals, schema/rich-result eligibility, internal linking, and on-page optimization — across your page vs. the top-ranking competitors. Use this skill whenever the user wants to know why a competitor outranks them on a specific query, what a top-ranking page does better, a content-gap analysis against specific competitor URLs, or a brief to beat a specific SERP. Trigger on: why does competitor X outrank me\", \"content gap analysis\", \"competitor page analysis\", \"what does the top result have that I don't\", \"how do I beat this page\", \"analyze competitor pages\", \"SERP gap\", \"compete for [keyword]\". For seed keyword discovery use /keyword-research; for a content calendar use /content-planner.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor page gap analysis competitor page gap analysis — take a query you want to win and the pages currently outranking you, and produce a concrete brief on what to add or change to compete. compares content depth and coverage (subtopics they cover that you don't), structure (headings, format, tables, media), search-intent match, e-e-a-t signals, schema/rich-result eligibility, internal linking, and on-page optimization — across your page vs. the top-ranking competitors. use this skill whenever the user wants to know why a competitor outranks them on a specific query, what a top-ranking page does better, a content-gap analysis against specific competitor urls, or a brief to beat a specific serp. trigger on: why does competitor x outrank me\", \"content gap analysis\", \"competitor page analysis\", \"what does the top result have that i don't\", \"how do i beat this page\", \"analyze competitor pages\", \"serp gap\", \"compete for [keyword]\". for seed keyword discovery use /keyword-research; for a content calendar use /content-planner. competitor-pages marketing "},{"slug":"content-planner","kind":"skill","name":"Content planner","tagline":"GSC-driven content calendar. Pulls real Search Console data, finds the highest click-potential opportunities (striking-distance queries at positions 5-20, unanswered query intent, related-keyword expansions), and produces a dated, prioritized content calendar — ready to hand to /content-writer. Use when the user asks \"plan my content\", \"what should I write next\", \"content calendar\", content plan\", \"content roadmap\", \"editorial calendar\", \"what topics will rank\", \"find quick-win SEO topics\", \"click-potential analysis\", or \"schedule my SEO content\".","author":"nowork-studio","license":"MIT","stars":3853,"dept":"media","deptName":"Content creator","task":"media/plan-content","taskName":"Content planning","hay":"content planner gsc-driven content calendar. pulls real search console data, finds the highest click-potential opportunities (striking-distance queries at positions 5-20, unanswered query intent, related-keyword expansions), and produces a dated, prioritized content calendar — ready to hand to /content-writer. use when the user asks \"plan my content\", \"what should i write next\", \"content calendar\", content plan\", \"content roadmap\", \"editorial calendar\", \"what topics will rank\", \"find quick-win seo topics\", \"click-potential analysis\", or \"schedule my seo content\". content-planner marketing "},{"slug":"content-writer","kind":"skill","name":"Content writer","tagline":"Write SEO-optimized blog posts, landing pages, and content improvements following Google's E-E-A-T and Helpful Content guidelines. Handles new content creation from a keyword or topic, and improving existing pages. Use when asked to \"write a blog post\", \"create a landing page\", \"improve this page\", \"write content about X\", \"content for keyword X\", \"draft an article\", \"blog post about\", \"landing page for\", \"service page\", \"product page copy\", \"rewrite this page\", \"make this page rank better\", \"content brief\", \"how-to guide\", listicle\", or any content creation or improvement task for a website.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"content writer write seo-optimized blog posts, landing pages, and content improvements following google's e-e-a-t and helpful content guidelines. handles new content creation from a keyword or topic, and improving existing pages. use when asked to \"write a blog post\", \"create a landing page\", \"improve this page\", \"write content about x\", \"content for keyword x\", \"draft an article\", \"blog post about\", \"landing page for\", \"service page\", \"product page copy\", \"rewrite this page\", \"make this page rank better\", \"content brief\", \"how-to guide\", listicle\", or any content creation or improvement task for a website. content-writer marketing "},{"slug":"ecommerce-seo","kind":"skill","name":"E-commerce SEO Audit","tagline":"E-commerce SEO audit for online stores (WooCommerce, Shopify, Magento, custom). Covers category / product listing pages (PLP), product detail pages (PDP), faceted navigation and its crawl-budget and duplicate-content traps, pagination, canonicals for variants and filters, out-of-stock / discontinued products, internal linking and breadcrumbs, and Product / Offer / Review / AggregateRating / BreadcrumbList structured data. Use whenever the user runs an online store and asks about product or category page SEO, filter URLs being indexed, product rich results, or thin/duplicate product pages. Trigger on: \"e-commerce SEO\", \"ecommerce SEO\", \"product page SEO\", \"category page SEO\", \"WooCommerce SEO\", \"Shopify SEO\", faceted navigation\", \"filter URLs in Google\", \"product schema\", \"rich snippets for products\", \"out of stock SEO\", \"duplicate product pages\". For a single URL use /seo-page; for full-site use /seo-analysis.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"e-commerce seo audit e-commerce seo audit for online stores (woocommerce, shopify, magento, custom). covers category / product listing pages (plp), product detail pages (pdp), faceted navigation and its crawl-budget and duplicate-content traps, pagination, canonicals for variants and filters, out-of-stock / discontinued products, internal linking and breadcrumbs, and product / offer / review / aggregaterating / breadcrumblist structured data. use whenever the user runs an online store and asks about product or category page seo, filter urls being indexed, product rich results, or thin/duplicate product pages. trigger on: \"e-commerce seo\", \"ecommerce seo\", \"product page seo\", \"category page seo\", \"woocommerce seo\", \"shopify seo\", faceted navigation\", \"filter urls in google\", \"product schema\", \"rich snippets for products\", \"out of stock seo\", \"duplicate product pages\". for a single url use /seo-page; for full-site use /seo-analysis. ecommerce-seo marketing "},{"slug":"gemini-nowork-studio","kind":"skill","name":"gemini","tagline":"Cross-model second opinion from Google Gemini — a different AI reviewing the same changes, with deep Google ecosystem knowledge. Three modes: review (pass/fail gate for Google Ads campaigns, SEO metadata, or code), challenge (adversarial stress-test that tries to break your changes), and consult (open Q&A with Gemini on Google Ads strategy, SEO best practices, or implementation questions). Use when the user says \"gemini review\", \"ask gemini\", \"gemini challenge\", \"second opinion from gemini\", \"consult gemini\", stress test with gemini\", \"what would gemini say\", \"cross-model review\", or \"get another opinion\". Voice aliases: \"gem\", \"gemini check\". Especially useful for Google Ads changes, SEO metadata updates, campaign structure decisions, keyword strategies, and bid/budget changes — Gemini has native Google ecosystem knowledge that complements Claude's analysis.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"gemini cross-model second opinion from google gemini — a different ai reviewing the same changes, with deep google ecosystem knowledge. three modes: review (pass/fail gate for google ads campaigns, seo metadata, or code), challenge (adversarial stress-test that tries to break your changes), and consult (open q&a with gemini on google ads strategy, seo best practices, or implementation questions). use when the user says \"gemini review\", \"ask gemini\", \"gemini challenge\", \"second opinion from gemini\", \"consult gemini\", stress test with gemini\", \"what would gemini say\", \"cross-model review\", or \"get another opinion\". voice aliases: \"gem\", \"gemini check\". especially useful for google ads changes, seo metadata updates, campaign structure decisions, keyword strategies, and bid/budget changes — gemini has native google ecosystem knowledge that complements claude's analysis. gemini-nowork-studio marketing "},{"slug":"geo-optimizer","kind":"skill","name":"GEO optimizer","tagline":"Generative Engine Optimization (GEO) — make content rank in AI search answers from ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Audits existing content, rewrites for AI citation, and produces per-engine strategy. Use when asked to \"optimize for AI search\", \"rank in ChatGPT\", GEO audit\", \"improve AI citations\", \"rank in Perplexity\", \"AI Overview optimization\", \"AI Overview ranking\", \"LLM SEO\", \"answer engine optimization\", \"AEO\", \"get cited by AI\", \"GEO\", \"generative engine optimization\", \"show up in ChatGPT\", \"appear in AI answers\", \"be cited by Perplexity\", \"SGE optimization\", \"Search Generative Experience\", or make my content show up in AI answers\". Distinct from regular SEO — this targets generative engines, not traditional Google rankings.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"geo optimizer generative engine optimization (geo) — make content rank in ai search answers from chatgpt, claude, perplexity, gemini, and google ai overviews. audits existing content, rewrites for ai citation, and produces per-engine strategy. use when asked to \"optimize for ai search\", \"rank in chatgpt\", geo audit\", \"improve ai citations\", \"rank in perplexity\", \"ai overview optimization\", \"ai overview ranking\", \"llm seo\", \"answer engine optimization\", \"aeo\", \"get cited by ai\", \"geo\", \"generative engine optimization\", \"show up in chatgpt\", \"appear in ai answers\", \"be cited by perplexity\", \"sge optimization\", \"search generative experience\", or make my content show up in ai answers\". distinct from regular seo — this targets generative engines, not traditional google rankings. geo-optimizer marketing "},{"slug":"gohighlevel-nowork-studio","kind":"skill","name":"gohighlevel","tagline":"Operate connected GoHighLevel CRM accounts through the NotFair MCP. Use for GoHighLevel, HighLevel, GHL contacts, conversations, opportunities, calendars, pipelines, tags, tasks, forms, invoices, products, or approved CRM changes.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"gohighlevel operate connected gohighlevel crm accounts through the notfair mcp. use for gohighlevel, highlevel, ghl contacts, conversations, opportunities, calendars, pipelines, tags, tasks, forms, invoices, products, or approved crm changes. gohighlevel-nowork-studio sales & ecommerce "},{"slug":"gohighlevel","kind":"skill","name":"Gohighlevel","tagline":"Operate connected GoHighLevel CRM accounts through the NotFair MCP. Use for GoHighLevel, HighLevel, GHL contacts, conversations, opportunities, calendars, pipelines, tags, tasks, forms, invoices, products, or approved CRM changes.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"gohighlevel operate connected gohighlevel crm accounts through the notfair mcp. use for gohighlevel, highlevel, ghl contacts, conversations, opportunities, calendars, pipelines, tags, tasks, forms, invoices, products, or approved crm changes. gohighlevel sales & ecommerce "},{"slug":"google-ads-nowork-studio-2","kind":"skill","name":"Google ads","tagline":"Manage Google Ads — performance, keywords, bids, budgets, negatives, campaigns, ads, search terms, QS, location targeting, bulk operations, experiments, asset management, portfolio bidding, offline conversions. Use for any mention of Google Ads, CPA, ROAS, ad spend, or campaign settings.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-search-ads","taskName":"Search ads","hay":"google ads manage google ads — performance, keywords, bids, budgets, negatives, campaigns, ads, search terms, qs, location targeting, bulk operations, experiments, asset management, portfolio bidding, offline conversions. use for any mention of google ads, cpa, roas, ad spend, or campaign settings. google-ads-nowork-studio-2 marketing "},{"slug":"manage","kind":"skill","name":"Google Ads — Operate, Diagnose, Optimize","tagline":"Manage Google Ads — performance, keywords, bids, budgets, negatives, campaigns, ads, search terms, QS, location targeting, bulk operations, experiments, asset management, portfolio bidding, offline conversions. Use for any mention of Google Ads, CPA, ROAS, ad spend, or campaign settings.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-search-ads","taskName":"Search ads","hay":"google ads — operate, diagnose, optimize manage google ads — performance, keywords, bids, budgets, negatives, campaigns, ads, search terms, qs, location targeting, bulk operations, experiments, asset management, portfolio bidding, offline conversions. use for any mention of google ads, cpa, roas, ad spend, or campaign settings. manage marketing "},{"slug":"assets","kind":"skill","name":"Google Ads Asset Planner","tagline":"Plan, validate, and safely publish Google Ads assets, including sitelinks, callouts, structured snippets, image assets, and Performance Max asset briefs. Use when asked for Google Ads assets, ad extensions, sitelinks, callouts, snippets, image assets, Performance Max assets, PMax creative, or an asset audit.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-search-ads","taskName":"Search ads","hay":"google ads asset planner plan, validate, and safely publish google ads assets, including sitelinks, callouts, structured snippets, image assets, and performance max asset briefs. use when asked for google ads assets, ad extensions, sitelinks, callouts, snippets, image assets, performance max assets, pmax creative, or an asset audit. assets marketing "},{"slug":"google-ads-assets-nowork-studio","kind":"skill","name":"Google ads assets","tagline":"Plan, validate, and safely publish Google Ads assets, including sitelinks, callouts, structured snippets, image assets, and Performance Max asset briefs. Use when asked for Google Ads assets, ad extensions, sitelinks, callouts, snippets, image assets, Performance Max assets, PMax creative, or an asset audit.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-search-ads","taskName":"Search ads","hay":"google ads assets plan, validate, and safely publish google ads assets, including sitelinks, callouts, structured snippets, image assets, and performance max asset briefs. use when asked for google ads assets, ad extensions, sitelinks, callouts, snippets, image assets, performance max assets, pmax creative, or an asset audit. google-ads-assets-nowork-studio marketing "},{"slug":"google-ads-audit-nowork-studio","kind":"skill","name":"Google ads audit","tagline":"Google Ads account audit and business context setup. Use for account-health audits and business-context setup. Trigger on \"audit my ads\", \"ads audit\", \"set up my ads\", \"onboard\", \"account overview\", \"how's my account\", \"ads health check\", \"what should I fix in my ads\", or when the user is new to NotFair and hasn't run an audit before.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/ad-account-audit","taskName":"Ad account audit","hay":"google ads audit google ads account audit and business context setup. use for account-health audits and business-context setup. trigger on \"audit my ads\", \"ads audit\", \"set up my ads\", \"onboard\", \"account overview\", \"how's my account\", \"ads health check\", \"what should i fix in my ads\", or when the user is new to notfair and hasn't run an audit before. google-ads-audit-nowork-studio marketing "},{"slug":"audit","kind":"skill","name":"Google Ads Audit","tagline":"Google Ads account audit and business context setup. Use for account-health audits and business-context setup. Trigger on \"audit my ads\", \"ads audit\", \"set up my ads\", \"onboard\", \"account overview\", \"how's my account\", \"ads health check\", \"what should I fix in my ads\", or when the user is new to NotFair and hasn't run an audit before.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/ad-account-audit","taskName":"Ad account audit","hay":"google ads audit google ads account audit and business context setup. use for account-health audits and business-context setup. trigger on \"audit my ads\", \"ads audit\", \"set up my ads\", \"onboard\", \"account overview\", \"how's my account\", \"ads health check\", \"what should i fix in my ads\", or when the user is new to notfair and hasn't run an audit before. audit marketing "},{"slug":"google-ads-copy-nowork-studio","kind":"skill","name":"Google ads copy","tagline":"Generate and A/B test Google Ads copy. Use when asked to write ad copy, headlines, descriptions, create ad variants, test ad messaging, improve CTR, or generate RSA (Responsive Search Ad) components. Trigger on \"ad copy\", \"write ads\", \"headlines\", \"descriptions\", \"RSA\", \"responsive search ad\", \"ad text\", \"ad creative\", \"improve CTR\", \"ad A/B test\", \"ad variants\", \"write me an ad\", \"ad variation experiment\", or when the user wants to improve click-through rate on existing ads.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-search-ads","taskName":"Search ads","hay":"google ads copy generate and a/b test google ads copy. use when asked to write ad copy, headlines, descriptions, create ad variants, test ad messaging, improve ctr, or generate rsa (responsive search ad) components. trigger on \"ad copy\", \"write ads\", \"headlines\", \"descriptions\", \"rsa\", \"responsive search ad\", \"ad text\", \"ad creative\", \"improve ctr\", \"ad a/b test\", \"ad variants\", \"write me an ad\", \"ad variation experiment\", or when the user wants to improve click-through rate on existing ads. google-ads-copy-nowork-studio marketing "},{"slug":"google-ads-landing-nowork-studio","kind":"skill","name":"Google ads landing","tagline":"Score and diagnose Google Ads landing pages. Use when asked to audit a landing page, check landing page quality, diagnose high-CTR but low-conversion-rate ad groups, improve Quality Score's Landing Page Experience component, or compare an ad group's messaging against its landing page. Trigger on \"landing page audit\", \"landing page score\", \"landing page quality\", \"why is my conversion rate low\", \"LPX\", \"landing page experience\", \"ad to page match\", or when `/google-ads-audit` surfaces a high-CTR / low-CVR ad group.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"google ads landing score and diagnose google ads landing pages. use when asked to audit a landing page, check landing page quality, diagnose high-ctr but low-conversion-rate ad groups, improve quality score's landing page experience component, or compare an ad group's messaging against its landing page. trigger on \"landing page audit\", \"landing page score\", \"landing page quality\", \"why is my conversion rate low\", \"lpx\", \"landing page experience\", \"ad to page match\", or when `/google-ads-audit` surfaces a high-ctr / low-cvr ad group. google-ads-landing-nowork-studio marketing "},{"slug":"google-analytics","kind":"skill","name":"Google analytics","tagline":"Analyze connected Google Analytics 4 traffic, acquisition, engagement, landing pages, ecommerce, events, and conversions, and safely manage supported GA4 key events or custom dimensions through NotFair MCP. Use for GA4, Google Analytics, traffic or conversion drops, channel attribution, realtime activity, report requests, measurement configuration, or Analytics MCP setup.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"engineering","deptName":"Development","task":"engineering/build-agent","taskName":"Agents & MCP","hay":"google analytics analyze connected google analytics 4 traffic, acquisition, engagement, landing pages, ecommerce, events, and conversions, and safely manage supported ga4 key events or custom dimensions through notfair mcp. use for ga4, google analytics, traffic or conversion drops, channel attribution, realtime activity, report requests, measurement configuration, or analytics mcp setup. google-analytics coding "},{"slug":"search-console","kind":"skill","name":"Google Search Console","tagline":"Query and operate connected Google Search Console properties through NotFair MCP. Use for live GSC query or page performance, clicks, impressions, CTR, position, traffic changes, indexing status, URL inspection, sitemap reads or approved sitemap submission/removal, and Search Console MCP setup. Route full-site SEO audits to seo-analysis.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"google search console query and operate connected google search console properties through notfair mcp. use for live gsc query or page performance, clicks, impressions, ctr, position, traffic changes, indexing status, url inspection, sitemap reads or approved sitemap submission/removal, and search console mcp setup. route full-site seo audits to seo-analysis. search-console marketing "},{"slug":"image-seo","kind":"skill","name":"Image SEO Audit","tagline":"Image SEO audit — make a site's images discoverable in Google Images and stop them from dragging down Core Web Vitals. Audits alt text quality and coverage, descriptive file names, modern formats (WebP/AVIF), dimensions and compression, responsive srcset, lazy-loading, explicit width/height (CLS), image sitemaps, and ImageObject structured data. Use this skill whenever the user asks about image SEO, alt text, Google Images ranking, image optimization for search, image file size hurting page speed, WebP/AVIF, or image structured data. Trigger on: \"image SEO\", \"alt text\", \"rank in Google Images\", \"optimize my images for search\", \"image alt tags\", \"WebP\", \"image compression SEO\", \"image sitemap\", \"ImageObject schema\", or any image-discoverability / image-performance question. For overall page speed use /seo-analysis; for generating new images use the brand image skills.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"image seo audit image seo audit — make a site's images discoverable in google images and stop them from dragging down core web vitals. audits alt text quality and coverage, descriptive file names, modern formats (webp/avif), dimensions and compression, responsive srcset, lazy-loading, explicit width/height (cls), image sitemaps, and imageobject structured data. use this skill whenever the user asks about image seo, alt text, google images ranking, image optimization for search, image file size hurting page speed, webp/avif, or image structured data. trigger on: \"image seo\", \"alt text\", \"rank in google images\", \"optimize my images for search\", \"image alt tags\", \"webp\", \"image compression seo\", \"image sitemap\", \"imageobject schema\", or any image-discoverability / image-performance question. for overall page speed use /seo-analysis; for generating new images use the brand image skills. image-seo marketing "},{"slug":"hreflang-international","kind":"skill","name":"International & Hreflang SEO Audit","tagline":"International / multilingual SEO audit focused on hreflang correctness: missing or broken return tags, wrong language/region codes, missing x-default, self-referencing errors, hreflang vs canonical conflicts, and inconsistent signals across HTML head, HTTP headers and XML sitemap. Also reviews URL structure (ccTLD vs subdirectory vs subdomain), language targeting and geo signals. Use whenever the user runs a multi-language or multi-region site and asks about hreflang, international or multilingual SEO, the wrong-language page showing in search, or duplicate content across country versions. Trigger on: \"hreflang\", \"international SEO\", \"multilingual SEO\", \"multi-region\", \"wrong language in Google\", \"x-default\", ccTLD vs subdirectory\", \"geo targeting\", \"language targeting\", \"my English page shows for Thai users\", \"th/en page ranking in the wrong country\", or any cross-language/cross-country ranking question. For full-site audits use /seo-analysis; for a single URL use /seo-page.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"international & hreflang seo audit international / multilingual seo audit focused on hreflang correctness: missing or broken return tags, wrong language/region codes, missing x-default, self-referencing errors, hreflang vs canonical conflicts, and inconsistent signals across html head, http headers and xml sitemap. also reviews url structure (cctld vs subdirectory vs subdomain), language targeting and geo signals. use whenever the user runs a multi-language or multi-region site and asks about hreflang, international or multilingual seo, the wrong-language page showing in search, or duplicate content across country versions. trigger on: \"hreflang\", \"international seo\", \"multilingual seo\", \"multi-region\", \"wrong language in google\", \"x-default\", cctld vs subdirectory\", \"geo targeting\", \"language targeting\", \"my english page shows for thai users\", \"th/en page ranking in the wrong country\", or any cross-language/cross-country ranking question. for full-site audits use /seo-analysis; for a single url use /seo-page. hreflang-international marketing "},{"slug":"keyword-research","kind":"skill","name":"Keyword research","tagline":"Discover, analyze, and prioritize keywords for SEO and GEO content strategies from a seed keyword or niche. Identifies high-value opportunities based on search volume, competition, intent, and business relevance. Generates topic clusters. For building a dated editorial calendar from your own Search Console data, use `content-planner` instead — this skill is seed-driven keyword discovery, not calendar scheduling. Use when asked to \"find keywords\", \"keyword research\", \"keyword analysis\", \"search volume\", \"keyword difficulty\", \"content ideas from a seed\", or any keyword discovery task.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"keyword research discover, analyze, and prioritize keywords for seo and geo content strategies from a seed keyword or niche. identifies high-value opportunities based on search volume, competition, intent, and business relevance. generates topic clusters. for building a dated editorial calendar from your own search console data, use `content-planner` instead — this skill is seed-driven keyword discovery, not calendar scheduling. use when asked to \"find keywords\", \"keyword research\", \"keyword analysis\", \"search volume\", \"keyword difficulty\", \"content ideas from a seed\", or any keyword discovery task. keyword-research marketing "},{"slug":"landing-2","kind":"skill","name":"Landing Page Scoring + Diagnostic","tagline":"Score and diagnose Google Ads landing pages. Use when asked to audit a landing page, check landing page quality, diagnose high-CTR but low-conversion-rate ad groups, improve Quality Score's Landing Page Experience component, or compare an ad group's messaging against its landing page. Trigger on \"landing page audit\", \"landing page score\", \"landing page quality\", \"why is my conversion rate low\", \"LPX\", \"landing page experience\", \"ad to page match\", or when `/google-ads-audit` surfaces a high-CTR / low-CVR ad group.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"landing page scoring + diagnostic score and diagnose google ads landing pages. use when asked to audit a landing page, check landing page quality, diagnose high-ctr but low-conversion-rate ad groups, improve quality score's landing page experience component, or compare an ad group's messaging against its landing page. trigger on \"landing page audit\", \"landing page score\", \"landing page quality\", \"why is my conversion rate low\", \"lpx\", \"landing page experience\", \"ad to page match\", or when `/google-ads-audit` surfaces a high-ctr / low-cvr ad group. landing-2 marketing "},{"slug":"paid-ads-linkedin","kind":"skill","name":"LinkedIn Ads","tagline":"Audit, diagnose, plan, and safely operate connected LinkedIn Ads accounts through the NotFair MCP, with an export-based fallback. Use for LinkedIn advertising, sponsored content, lead-generation forms, job-title or company targeting, campaign groups, creatives, conversions, lead quality, budgets, bids, or approved LinkedIn campaign changes.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"linkedin ads audit, diagnose, plan, and safely operate connected linkedin ads accounts through the notfair mcp, with an export-based fallback. use for linkedin advertising, sponsored content, lead-generation forms, job-title or company targeting, campaign groups, creatives, conversions, lead quality, budgets, bids, or approved linkedin campaign changes. paid-ads-linkedin marketing "},{"slug":"local-seo","kind":"skill","name":"Local SEO & Google Business Profile Audit","tagline":"Local SEO and Google Business Profile audit: diagnose why a business isn't ranking in the local pack / map results and produce a fix plan. Covers GBP completeness, NAP (name/address/phone) consistency across the site and citations, local pack and near me\" ranking factors, review velocity and responses, local landing pages, service-area pages, and LocalBusiness JSON-LD. Use whenever the user asks about local rankings, map results, Google Maps ranking, NAP consistency, store/branch pages, or multi-location SEO. Trigger on: \"local SEO\", \"Google Business Profile\", GBP audit\", \"rank on Google Maps\", \"local pack\", \"map pack\", \"near me ranking\", NAP\", \"local citations\", \"my business isn't on the map\", \"why don't I show up on Google Maps\", \"store locator SEO\", \"multi-location SEO\", \"service area pages\", or any location-based ranking question. For full-site (non-local) audits use /seo-analysis; for a single URL use /seo-page.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"local seo & google business profile audit local seo and google business profile audit: diagnose why a business isn't ranking in the local pack / map results and produce a fix plan. covers gbp completeness, nap (name/address/phone) consistency across the site and citations, local pack and near me\" ranking factors, review velocity and responses, local landing pages, service-area pages, and localbusiness json-ld. use whenever the user asks about local rankings, map results, google maps ranking, nap consistency, store/branch pages, or multi-location seo. trigger on: \"local seo\", \"google business profile\", gbp audit\", \"rank on google maps\", \"local pack\", \"map pack\", \"near me ranking\", nap\", \"local citations\", \"my business isn't on the map\", \"why don't i show up on google maps\", \"store locator seo\", \"multi-location seo\", \"service area pages\", or any location-based ranking question. for full-site (non-local) audits use /seo-analysis; for a single url use /seo-page. local-seo marketing "},{"slug":"meta-ads-nowork-studio-2","kind":"skill","name":"Meta ads","tagline":"Manage Meta Ads (Facebook + Instagram) — performance, ROAS, CPM, frequency, audience overlap, learning phase, creative fatigue, budgets, ad sets, campaigns, ads. Use for any mention of Meta Ads, Facebook Ads, Instagram Ads, ROAS, CPM, ad spend, or campaign settings on Meta.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"meta ads manage meta ads (facebook + instagram) — performance, roas, cpm, frequency, audience overlap, learning phase, creative fatigue, budgets, ad sets, campaigns, ads. use for any mention of meta ads, facebook ads, instagram ads, roas, cpm, ad spend, or campaign settings on meta. meta-ads-nowork-studio-2 marketing "},{"slug":"manage-2","kind":"skill","name":"Meta Ads — Operate, Diagnose, Optimize","tagline":"Manage Meta Ads (Facebook + Instagram) — performance, ROAS, CPM, frequency, audience overlap, learning phase, creative fatigue, budgets, ad sets, campaigns, ads. Use for any mention of Meta Ads, Facebook Ads, Instagram Ads, ROAS, CPM, ad spend, or campaign settings on Meta.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"meta ads — operate, diagnose, optimize manage meta ads (facebook + instagram) — performance, roas, cpm, frequency, audience overlap, learning phase, creative fatigue, budgets, ad sets, campaigns, ads. use for any mention of meta ads, facebook ads, instagram ads, roas, cpm, ad spend, or campaign settings on meta. manage-2 marketing "},{"slug":"meta-ads-audit-nowork-studio","kind":"skill","name":"Meta ads audit","tagline":"Meta Ads (Facebook + Instagram) account audit and business context setup. Use for account-health audits and business-context setup. Trigger on \"audit my Meta ads\", \"audit my Facebook ads\", \"Meta ads audit\", \"set up my Meta ads\", \"onboard Meta\", \"Meta account overview\", \"how's my Meta account\", \"Meta health check\", \"what should I fix in my Facebook ads\", or when the user is new to NotFair Meta and hasn't run an audit before.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"meta ads audit meta ads (facebook + instagram) account audit and business context setup. use for account-health audits and business-context setup. trigger on \"audit my meta ads\", \"audit my facebook ads\", \"meta ads audit\", \"set up my meta ads\", \"onboard meta\", \"meta account overview\", \"how's my meta account\", \"meta health check\", \"what should i fix in my facebook ads\", or when the user is new to notfair meta and hasn't run an audit before. meta-ads-audit-nowork-studio marketing "},{"slug":"audit-2","kind":"skill","name":"Meta Ads Audit","tagline":"Meta Ads (Facebook + Instagram) account audit and business context setup. Use for account-health audits and business-context setup. Trigger on \"audit my Meta ads\", \"audit my Facebook ads\", \"Meta ads audit\", \"set up my Meta ads\", \"onboard Meta\", \"Meta account overview\", \"how's my Meta account\", \"Meta health check\", \"what should I fix in my Facebook ads\", or when the user is new to NotFair Meta and hasn't run an audit before.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"meta ads audit meta ads (facebook + instagram) account audit and business context setup. use for account-health audits and business-context setup. trigger on \"audit my meta ads\", \"audit my facebook ads\", \"meta ads audit\", \"set up my meta ads\", \"onboard meta\", \"meta account overview\", \"how's my meta account\", \"meta health check\", \"what should i fix in my facebook ads\", or when the user is new to notfair meta and hasn't run an audit before. audit-2 marketing "},{"slug":"meta-ads-creative-nowork-studio","kind":"skill","name":"Meta ads creative","tagline":"Create evidence-based Meta ad creative briefs, copy angles, and testable asset concepts for Facebook and Instagram. Use when asked for Meta ad creative, Facebook ads copy, Instagram ad assets, UGC concepts, creative briefs, new ad concepts, or creative refreshes.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"meta ads creative create evidence-based meta ad creative briefs, copy angles, and testable asset concepts for facebook and instagram. use when asked for meta ad creative, facebook ads copy, instagram ad assets, ugc concepts, creative briefs, new ad concepts, or creative refreshes. meta-ads-creative-nowork-studio marketing "},{"slug":"creative","kind":"skill","name":"Meta Ads Creative Studio","tagline":"Create evidence-based Meta ad creative briefs, copy angles, and testable asset concepts for Facebook and Instagram. Use when asked for Meta ad creative, Facebook ads copy, Instagram ad assets, UGC concepts, creative briefs, new ad concepts, or creative refreshes.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"meta ads creative studio create evidence-based meta ad creative briefs, copy angles, and testable asset concepts for facebook and instagram. use when asked for meta ad creative, facebook ads copy, instagram ad assets, ugc concepts, creative briefs, new ad concepts, or creative refreshes. creative marketing "},{"slug":"meta-tags-optimizer","kind":"skill","name":"Meta tags optimizer","tagline":"Optimize title tags, meta descriptions, Open Graph, and Twitter cards for maximum click-through rate. Generates multiple A/B test variations with character counting and SERP preview. Use when asked to \"optimize title tag\", write meta description\", \"improve CTR\", \"Open Graph tags\", \"fix my meta tags\", \"social media preview\", \"my click rate is low\", \"title optimization\", or any meta tag task.","author":"nowork-studio","license":"MIT","stars":3853,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"meta tags optimizer optimize title tags, meta descriptions, open graph, and twitter cards for maximum click-through rate. generates multiple a/b test variations with character counting and serp preview. use when asked to \"optimize title tag\", write meta description\", \"improve ctr\", \"open graph tags\", \"fix my meta tags\", \"social media preview\", \"my click rate is low\", \"title optimization\", or any meta tag task. meta-tags-optimizer marketing "},{"slug":"paid-ads-guide","kind":"skill","name":"NotFair Paid Ads Guide","tagline":"Explain NotFair's paid-ads skills, installation, platform boundaries, account connections, and current product capabilities. Use for questions about how NotFair works, what it supports, how to install or connect it, plans or limits, or paid-media troubleshooting that is not an account-performance request.","author":"nowork-studio","license":"MIT","stars":3853,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"notfair paid ads guide explain notfair's paid-ads skills, installation, platform boundaries, account connections, and current product capabilities. use for questions about how notfair works, what it supports, how to install or connect it, plans or limits, or paid-media troubleshooting that is not an account-performance request. paid-ads-guide marketing "},{"slug":"paid-ads-2","kind":"skill","name":"Paid ads","tagline":"Coordinate safe, evidence-based paid-media work across Google Ads, Meta Ads, X Ads, LinkedIn Ads, Reddit Ads, TikTok Ads, Amazon, and ChatGPT Ads. Use for broad ads questions, multi-channel strategy, budgets, CPA or ROAS, campaign requests, spend, ad performance, or when routing to the right NotFair paid-ads skill.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"paid ads coordinate safe, evidence-based paid-media work across google ads, meta ads, x ads, linkedin ads, reddit ads, tiktok ads, amazon, and chatgpt ads. use for broad ads questions, multi-channel strategy, budgets, cpa or roas, campaign requests, spend, ad performance, or when routing to the right notfair paid-ads skill. paid-ads-2 marketing "},{"slug":"paid-ads-amazon-nowork-studio","kind":"skill","name":"Paid ads amazon","tagline":"Plan and review Amazon Ads with margin-aware ACoS, product, and search-term guardrails. Use for Amazon advertising, Sponsored Products, Sponsored Brands, Sponsored Display, ASIN targeting, Amazon ACoS, or Amazon Ads performance exports.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"paid ads amazon plan and review amazon ads with margin-aware acos, product, and search-term guardrails. use for amazon advertising, sponsored products, sponsored brands, sponsored display, asin targeting, amazon acos, or amazon ads performance exports. paid-ads-amazon-nowork-studio marketing "},{"slug":"paid-ads-chatgpt-nowork-studio","kind":"skill","name":"Paid ads chatgpt","tagline":"Plan and review ChatGPT Ads experiments without assuming ad inventory, account access, or platform capabilities. Use for ChatGPT advertising, OpenAI ads, conversational ad concepts, ChatGPT campaign plans, or performance reviews from a verified export.","author":"nowork-studio","license":"MIT","stars":3853,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"paid ads chatgpt plan and review chatgpt ads experiments without assuming ad inventory, account access, or platform capabilities. use for chatgpt advertising, openai ads, conversational ad concepts, chatgpt campaign plans, or performance reviews from a verified export. paid-ads-chatgpt-nowork-studio uncategorised "},{"slug":"paid-ads-creative","kind":"skill","name":"Paid ads creative","tagline":"Create grounded paid-media creative concepts, copy angles, refresh hypotheses, and measurable test briefs across advertising platforms. Use for ad copy, creative briefs, UGC concepts, headlines, creative fatigue, asset ideas, or a creative refresh.","author":"nowork-studio","license":"MIT","stars":3853,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"paid ads creative create grounded paid-media creative concepts, copy angles, refresh hypotheses, and measurable test briefs across advertising platforms. use for ad copy, creative briefs, ugc concepts, headlines, creative fatigue, asset ideas, or a creative refresh. paid-ads-creative marketing "},{"slug":"paid-ads-integrations","kind":"skill","name":"Paid ads integrations","tagline":"Discover, connect, and verify NotFair paid-ad integrations and their actual capabilities. Use when asked to connect an ad account, configure an ads MCP, check available tools, troubleshoot access, or determine whether NotFair can read or change a platform.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"paid ads integrations discover, connect, and verify notfair paid-ad integrations and their actual capabilities. use when asked to connect an ad account, configure an ads mcp, check available tools, troubleshoot access, or determine whether notfair can read or change a platform. paid-ads-integrations marketing "},{"slug":"paid-ads-launch","kind":"skill","name":"Paid ads launch","tagline":"Plan and prepare a new paid-media campaign or cross-channel test before it can spend. Use when asked to create, launch, start, set up, or allocate budget to an advertising campaign on any supported platform.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"paid ads launch plan and prepare a new paid-media campaign or cross-channel test before it can spend. use when asked to create, launch, start, set up, or allocate budget to an advertising campaign on any supported platform. paid-ads-launch marketing "},{"slug":"paid-ads-optimize","kind":"skill","name":"Paid Ads Optimization","tagline":"Diagnose wasted paid-ad spend, pacing, and allocation, then propose safe evidence-backed optimizations. Use for waste, negatives, budgets, bid changes, poor CPA or ROAS, underpacing, overspend, or scaling decisions.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/ad-account-audit","taskName":"Ad account audit","hay":"paid ads optimization diagnose wasted paid-ad spend, pacing, and allocation, then propose safe evidence-backed optimizations. use for waste, negatives, budgets, bid changes, poor cpa or roas, underpacing, overspend, or scaling decisions. paid-ads-optimize marketing "},{"slug":"paid-ads-reddit-nowork-studio","kind":"skill","name":"Paid ads reddit","tagline":"Audit, diagnose, and safely operate connected Reddit Ads accounts through the NotFair MCP. Use for Reddit advertising, Reddit Ads performance, campaign or ad-group analysis, spend, conversions, targeting, audiences, pixels, budgets, bids, creative, campaign setup, or approved Reddit Ads changes.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"paid ads reddit audit, diagnose, and safely operate connected reddit ads accounts through the notfair mcp. use for reddit advertising, reddit ads performance, campaign or ad-group analysis, spend, conversions, targeting, audiences, pixels, budgets, bids, creative, campaign setup, or approved reddit ads changes. paid-ads-reddit-nowork-studio marketing "},{"slug":"paid-ads-review","kind":"skill","name":"Paid ads review","tagline":"Produce a read-only, evidence-based paid-media performance review across connected platforms or supplied exports. Use for weekly or monthly reports, scorecards, performance, CPA, ROAS, CTR, spend trends, pacing, or conversion-tracking health.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"paid ads review produce a read-only, evidence-based paid-media performance review across connected platforms or supplied exports. use for weekly or monthly reports, scorecards, performance, cpa, roas, ctr, spend trends, pacing, or conversion-tracking health. paid-ads-review marketing "},{"slug":"paid-ads-setup","kind":"skill","name":"Paid ads setup","tagline":"Connect NotFair paid-ad accounts and establish reusable campaign context. Use when setting up paid media in a new workspace, connecting Google, Meta, X, LinkedIn, Reddit, or TikTok Ads, refreshing brand context, or preparing an agent to work on ads safely.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"paid ads setup connect notfair paid-ad accounts and establish reusable campaign context. use when setting up paid media in a new workspace, connecting google, meta, x, linkedin, reddit, or tiktok ads, refreshing brand context, or preparing an agent to work on ads safely. paid-ads-setup marketing "},{"slug":"programmatic-seo-4","kind":"skill","name":"Programmatic SEO","tagline":"Programmatic SEO planning and audit: building or evaluating large sets of template-generated pages that target long-tail query patterns (e.g. \"[service] in [city]\", \"[product] vs [product]\", \"[tool] for [use-case]\"). Covers data-source and template design, thin/duplicate-content and doorway-page risks, per-page uniqueness and value thresholds, internal linking and hubs, indexation management (publish vs. noindex), and scaling without a manual action. Use whenever the user wants to generate many pages from a template/dataset, build location/comparison/use-case pages at scale, or asks why generated pages aren't indexing. Trigger on: \"programmatic SEO\", \"pSEO\", \"generate pages at scale\", templated pages\", \"location pages at scale\", \"comparison pages\", \"[city] pages\", my generated pages aren't indexed\", \"doorway pages\", \"scale content\". For one-off content use /content-writer; for keyword discovery use /keyword-research.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"programmatic seo programmatic seo planning and audit: building or evaluating large sets of template-generated pages that target long-tail query patterns (e.g. \"[service] in [city]\", \"[product] vs [product]\", \"[tool] for [use-case]\"). covers data-source and template design, thin/duplicate-content and doorway-page risks, per-page uniqueness and value thresholds, internal linking and hubs, indexation management (publish vs. noindex), and scaling without a manual action. use whenever the user wants to generate many pages from a template/dataset, build location/comparison/use-case pages at scale, or asks why generated pages aren't indexing. trigger on: \"programmatic seo\", \"pseo\", \"generate pages at scale\", templated pages\", \"location pages at scale\", \"comparison pages\", \"[city] pages\", my generated pages aren't indexed\", \"doorway pages\", \"scale content\". for one-off content use /content-writer; for keyword discovery use /keyword-research. programmatic-seo-4 marketing "},{"slug":"paid-ads-reddit","kind":"skill","name":"Reddit Ads","tagline":"Audit, diagnose, and safely operate connected Reddit Ads accounts through the NotFair MCP. Use for Reddit advertising, Reddit Ads performance, campaign or ad-group analysis, spend, conversions, targeting, audiences, pixels, budgets, bids, creative, campaign setup, or approved Reddit Ads changes.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"reddit ads audit, diagnose, and safely operate connected reddit ads accounts through the notfair mcp. use for reddit advertising, reddit ads performance, campaign or ad-group analysis, spend, conversions, targeting, audiences, pixels, budgets, bids, creative, campaign setup, or approved reddit ads changes. paid-ads-reddit marketing "},{"slug":"schema-markup-generator","kind":"skill","name":"Schema markup generator","tagline":"Generate JSON-LD structured data markup for rich results in Google Search. Supports FAQ, HowTo, Article, Product, LocalBusiness, and multi-type schemas. Validates against Google requirements and provides implementation guidance. Use when asked to \"add schema markup\", \"generate structured data\", \"JSON-LD\", rich snippets\", \"FAQ schema\", \"product markup\", \"add structured data to my page\", \"how to get rich snippets\", or any structured data task.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"schema markup generator generate json-ld structured data markup for rich results in google search. supports faq, howto, article, product, localbusiness, and multi-type schemas. validates against google requirements and provides implementation guidance. use when asked to \"add schema markup\", \"generate structured data\", \"json-ld\", rich snippets\", \"faq schema\", \"product markup\", \"add structured data to my page\", \"how to get rich snippets\", or any structured data task. schema-markup-generator marketing "},{"slug":"sxo","kind":"skill","name":"Search Experience Optimization (SXO)","tagline":"Search Experience Optimization (SXO), the bridge between SEO and UX/CRO. Audits the journey from the SERP click to the on-page goal: click-through factors (title, meta, rich results), then post-click signals that keep users and drive conversions: above-the-fold relevance and intent match, page speed / Core Web Vitals, readability, clear CTAs, mobile usability, and what causes pogo-sticking back to Google. Use when the user has decent rankings but poor CTR or poor on-page conversion, wants better dwell time / engagement, less bounce, or a page experience aligned with search intent. Trigger on: \"SXO\", \"search experience optimization\", \"good rankings but low CTR\", \"high bounce rate from search\", pogo-sticking\", \"improve dwell time\", \"SEO and conversion\", \"ranking but not converting\", \"engagement signals\", \"make this page convert search traffic\". For pure landing-page conversion in ads use /google-ads-landing; for content quality use /seo-page.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"search experience optimization (sxo) search experience optimization (sxo), the bridge between seo and ux/cro. audits the journey from the serp click to the on-page goal: click-through factors (title, meta, rich results), then post-click signals that keep users and drive conversions: above-the-fold relevance and intent match, page speed / core web vitals, readability, clear ctas, mobile usability, and what causes pogo-sticking back to google. use when the user has decent rankings but poor ctr or poor on-page conversion, wants better dwell time / engagement, less bounce, or a page experience aligned with search intent. trigger on: \"sxo\", \"search experience optimization\", \"good rankings but low ctr\", \"high bounce rate from search\", pogo-sticking\", \"improve dwell time\", \"seo and conversion\", \"ranking but not converting\", \"engagement signals\", \"make this page convert search traffic\". for pure landing-page conversion in ads use /google-ads-landing; for content quality use /seo-page. sxo marketing "},{"slug":"seo-drift-2","kind":"skill","name":"SEO Drift Monitoring","tagline":"SEO drift monitoring — snapshot a site's SEO state and detect regressions over time. Captures a baseline (rankings/positions, indexed page count, titles & meta descriptions, canonical/robots directives, schema presence, key on-page elements) and on later runs diffs against it to surface what changed: ranking drops, pages that fell out of the index, titles/metas that were accidentally overwritten (a CMS/redeploy classic), canonicals or noindex flipped, schema that disappeared. Use this skill when the user wants to monitor SEO over time, catch regressions after a site change / migration / redeploy, set a baseline, diff against a previous state, or asks \"what changed on my site's SEO\" or \"did my redesign break SEO\". Trigger on: \"SEO drift\", \"SEO monitoring\", \"track SEO over time\", \"did my site change break SEO\", \"after migration SEO\", \"SEO regression\", baseline my SEO\", \"compare SEO to last month\", \"my titles changed\", \"pages fell out of the index\". For a one-time full audit use /seo-analysis.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo drift monitoring seo drift monitoring — snapshot a site's seo state and detect regressions over time. captures a baseline (rankings/positions, indexed page count, titles & meta descriptions, canonical/robots directives, schema presence, key on-page elements) and on later runs diffs against it to surface what changed: ranking drops, pages that fell out of the index, titles/metas that were accidentally overwritten (a cms/redeploy classic), canonicals or noindex flipped, schema that disappeared. use this skill when the user wants to monitor seo over time, catch regressions after a site change / migration / redeploy, set a baseline, diff against a previous state, or asks \"what changed on my site's seo\" or \"did my redesign break seo\". trigger on: \"seo drift\", \"seo monitoring\", \"track seo over time\", \"did my site change break seo\", \"after migration seo\", \"seo regression\", baseline my seo\", \"compare seo to last month\", \"my titles changed\", \"pages fell out of the index\". for a one-time full audit use /seo-analysis. seo-drift-2 marketing "},{"slug":"seo-analysis","kind":"skill","name":"SEO Report — [site.com]","tagline":"Full SEO audit combining Google Search Console, URL Inspection API, PageSpeed Insights, a technical crawl, keyword research, and metadata, schema, search intent and Core Web Vitals checks. Surfaces quick wins, diagnoses traffic drops and content gaps, and produces an actionable 30-day plan. Use whenever the user asks about SEO, search rankings, organic traffic, Google Search Console, keyword performance, search visibility, technical SEO, URL indexing, or LCP, INP, CLS or Lighthouse scores. Also trigger on: \"why is my traffic down\", \"what keywords am I ranking for\", \"improve my rankings\", \"check my search console\", \"SEO audit\", analyze my SEO\", \"technical SEO\", \"meta tags\", \"indexing issues\", \"crawl errors\", content strategy\", \"keyword cannibalization\", \"search intent\", \"schema markup\", structured data\", \"URL inspection\", \"page speed\", \"performance score\", \"core web vitals\", \"lighthouse\", or any organic search question. If in doubt, trigger.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo report — [site.com] full seo audit combining google search console, url inspection api, pagespeed insights, a technical crawl, keyword research, and metadata, schema, search intent and core web vitals checks. surfaces quick wins, diagnoses traffic drops and content gaps, and produces an actionable 30-day plan. use whenever the user asks about seo, search rankings, organic traffic, google search console, keyword performance, search visibility, technical seo, url indexing, or lcp, inp, cls or lighthouse scores. also trigger on: \"why is my traffic down\", \"what keywords am i ranking for\", \"improve my rankings\", \"check my search console\", \"seo audit\", analyze my seo\", \"technical seo\", \"meta tags\", \"indexing issues\", \"crawl errors\", content strategy\", \"keyword cannibalization\", \"search intent\", \"schema markup\", structured data\", \"url inspection\", \"page speed\", \"performance score\", \"core web vitals\", \"lighthouse\", or any organic search question. if in doubt, trigger. seo-analysis marketing "},{"slug":"seo-page-2","kind":"skill","name":"Single-Page SEO Analysis","tagline":"Single-page SEO audit: content quality under Google's E-E-A-T framework and Helpful Content guidelines, on-page factors, search intent, technical signals and readability. Pulls GSC data for the page, crawls the live HTML, checks metadata, schema, internal linking and depth, and produces a scored report with fixes. Use whenever the user wants to analyze a specific page or URL, not the whole site. Trigger on: \"analyze this page\", \"audit this URL\", \"how is this page doing\", evaluate my blog post\", \"check this landing page\", \"page SEO\", \"content quality check\", \"is this page good enough\", \"review this page's SEO\", \"what's wrong with this page\", \"how can I improve this page\", \"page analysis\", \"single page audit\", content audit for [URL]\", or any request naming a specific URL/page for SEO evaluation. If the user provides a specific URL (not just a domain), this is likely the right skill; use /seo-analysis for full-site audits instead.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"single-page seo analysis single-page seo audit: content quality under google's e-e-a-t framework and helpful content guidelines, on-page factors, search intent, technical signals and readability. pulls gsc data for the page, crawls the live html, checks metadata, schema, internal linking and depth, and produces a scored report with fixes. use whenever the user wants to analyze a specific page or url, not the whole site. trigger on: \"analyze this page\", \"audit this url\", \"how is this page doing\", evaluate my blog post\", \"check this landing page\", \"page seo\", \"content quality check\", \"is this page good enough\", \"review this page's seo\", \"what's wrong with this page\", \"how can i improve this page\", \"page analysis\", \"single page audit\", content audit for [url]\", or any request naming a specific url/page for seo evaluation. if the user provides a specific url (not just a domain), this is likely the right skill; use /seo-analysis for full-site audits instead. seo-page-2 marketing "},{"slug":"paid-ads-tiktok","kind":"skill","name":"TikTok Ads","tagline":"Audit, diagnose, and safely operate connected TikTok Ads accounts through the NotFair MCP. Use for TikTok advertising, Spark Ads, short-form video ads, campaign or ad-group analysis, spend, conversions, targeting, creative, budgets, bids, creator briefs, campaign setup, or approved TikTok Ads changes.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"tiktok ads audit, diagnose, and safely operate connected tiktok ads accounts through the notfair mcp. use for tiktok advertising, spark ads, short-form video ads, campaign or ad-group analysis, spend, conversions, targeting, creative, budgets, bids, creator briefs, campaign setup, or approved tiktok ads changes. paid-ads-tiktok marketing "},{"slug":"upgrade-nowork-studio","kind":"skill","name":"upgrade","tagline":"Upgrade the NotFair plugin to the latest version. Updates the marketplace repo, installs the new version to the plugin cache, and updates installed_plugins.json. Use when asked to \"upgrade notfair\", \"update notfair\", or \"get latest version\". Also handles inline upgrade prompts when a skill detects UPGRADE_AVAILABLE at startup.","author":"nowork-studio","license":"MIT","stars":3853,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"upgrade upgrade the notfair plugin to the latest version. updates the marketplace repo, installs the new version to the plugin cache, and updates installed_plugins.json. use when asked to \"upgrade notfair\", \"update notfair\", or \"get latest version\". also handles inline upgrade prompts when a skill detects upgrade_available at startup. upgrade-nowork-studio uncategorised "},{"slug":"wordpress-nowork-studio","kind":"skill","name":"wordpress","tagline":"Operate connected WordPress sites through the NotFair MCP. Use for WordPress content, posts, pages, media, comments, terms, design, settings, plugins, themes, HTML files, or approved WordPress changes on a NotFair-connected site. Not the local Application-Password CMS setup used by SEO scripts.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"engineering","deptName":"Development","task":"engineering/web-framework","taskName":"Web frameworks","hay":"wordpress operate connected wordpress sites through the notfair mcp. use for wordpress content, posts, pages, media, comments, terms, design, settings, plugins, themes, html files, or approved wordpress changes on a notfair-connected site. not the local application-password cms setup used by seo scripts. wordpress-nowork-studio coding "},{"slug":"wordpress","kind":"skill","name":"Wordpress","tagline":"Operate connected WordPress sites through the NotFair MCP. Use for WordPress content, posts, pages, media, comments, terms, design, settings, plugins, themes, HTML files, or approved WordPress changes on a NotFair-connected site. Not the local Application-Password CMS setup used by SEO scripts.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"engineering","deptName":"Development","task":"engineering/web-framework","taskName":"Web frameworks","hay":"wordpress operate connected wordpress sites through the notfair mcp. use for wordpress content, posts, pages, media, comments, terms, design, settings, plugins, themes, html files, or approved wordpress changes on a notfair-connected site. not the local application-password cms setup used by seo scripts. wordpress coding "},{"slug":"paid-ads-x","kind":"skill","name":"X Ads","tagline":"Audit, diagnose, and safely operate connected X Ads (Twitter Ads) accounts through the NotFair MCP. Use for X Ads performance, campaign or line-item analysis, spend, conversions, targeting, promoted posts, audiences, budgets, bids, creative, campaign setup, or approved X Ads changes.","author":"nowork-studio","license":"MIT","stars":3853,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"x ads audit, diagnose, and safely operate connected x ads (twitter ads) accounts through the notfair mcp. use for x ads performance, campaign or line-item analysis, spend, conversions, targeting, promoted posts, audiences, budgets, bids, creative, campaign setup, or approved x ads changes. paid-ads-x marketing "},{"slug":"sitemap-audit","kind":"skill","name":"XML Sitemap Audit","tagline":"XML sitemap audit — find and fix the sitemap problems that quietly waste crawl budget and slow indexing. Discovers the sitemap (robots.txt, /sitemap.xml, sitemap index), validates structure and size limits, and cross-checks the URLs it lists against reality: non-200 / redirected / noindex / canonicalized-away URLs that shouldn't be in a sitemap, plus indexable pages that are missing from it. Reviews lastmod accuracy, sitemap-index organization, and robots.txt reference. Use this skill whenever the user asks about sitemaps, sitemap errors in Search Console, \"sitemap couldn't fetch / has errors\", crawl budget, pages not getting indexed, or whether their sitemap is clean. Trigger on: \"sitemap\", sitemap.xml\", \"XML sitemap\", \"sitemap errors\", \"sitemap audit\", \"couldn't fetch sitemap\", \"crawl budget\", \"pages not indexed sitemap\", \"sitemap index\", lastmod\", \"robots.txt sitemap\", or any sitemap/crawl-coverage question. For a full-site SEO audit use /seo-analysis; for broken links use /broken-link-checker.","author":"nowork-studio","license":"MIT","stars":3853,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"xml sitemap audit xml sitemap audit — find and fix the sitemap problems that quietly waste crawl budget and slow indexing. discovers the sitemap (robots.txt, /sitemap.xml, sitemap index), validates structure and size limits, and cross-checks the urls it lists against reality: non-200 / redirected / noindex / canonicalized-away urls that shouldn't be in a sitemap, plus indexable pages that are missing from it. reviews lastmod accuracy, sitemap-index organization, and robots.txt reference. use this skill whenever the user asks about sitemaps, sitemap errors in search console, \"sitemap couldn't fetch / has errors\", crawl budget, pages not getting indexed, or whether their sitemap is clean. trigger on: \"sitemap\", sitemap.xml\", \"xml sitemap\", \"sitemap errors\", \"sitemap audit\", \"couldn't fetch sitemap\", \"crawl budget\", \"pages not indexed sitemap\", \"sitemap index\", lastmod\", \"robots.txt sitemap\", or any sitemap/crawl-coverage question. for a full-site seo audit use /seo-analysis; for broken links use /broken-link-checker. sitemap-audit marketing "},{"slug":"gemini-infographic","kind":"skill","name":"Gemini infographic","tagline":"Generate a hand-drawn whiteboard infographic prompt. Takes source content (a post, newsletter, blog, research note) and returns a complete Gemini image generation prompt with a structured brief. Use this skill whenever the user says \"whiteboard infographic\", \"gemini infographic\", \"hand-drawn graphic\", \"turn this into a whiteboard\", or wants an AI-generated infographic for a post.","author":"charlie947","license":"MIT","stars":3652,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"gemini infographic generate a hand-drawn whiteboard infographic prompt. takes source content (a post, newsletter, blog, research note) and returns a complete gemini image generation prompt with a structured brief. use this skill whenever the user says \"whiteboard infographic\", \"gemini infographic\", \"hand-drawn graphic\", \"turn this into a whiteboard\", or wants an ai-generated infographic for a post. gemini-infographic creator "},{"slug":"graphic-designer","kind":"skill","name":"Graphic designer","tagline":"Create LinkedIn post graphics. Decides between an HTML/CSS structured graphic or an AI-generated infographic based on the post content. Use this skill whenever the user says \"design a graphic\", \"create a visual\", \"make an image\", \"graphic for my post\", \"LinkedIn image\", or wants any visual content to pair with a LinkedIn post. Also trigger when the user finishes writing a post and wants a matching graphic.","author":"charlie947","license":"MIT","stars":3652,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"graphic designer create linkedin post graphics. decides between an html/css structured graphic or an ai-generated infographic based on the post content. use this skill whenever the user says \"design a graphic\", \"create a visual\", \"make an image\", \"graphic for my post\", \"linkedin image\", or wants any visual content to pair with a linkedin post. also trigger when the user finishes writing a post and wants a matching graphic. graphic-designer creator "},{"slug":"hook-generator","kind":"skill","name":"Hook generator","tagline":"Generate 6 clickbait-style LinkedIn hook variations for any topic. Two-line hooks built on the formula: a 40-char opening line, a 40-char bold contrast line. Uses supplied numbers and genuine first-person experience when available. Use this skill whenever the user says \"write me hooks\", \"hook ideas\", \"generate hooks\", \"I need a hook for a post about...\", or pastes a topic and asks for openers. Fast output, no preamble.","author":"charlie947","license":"MIT","stars":3652,"dept":"media","deptName":"Content creator","task":"media/script-short","taskName":"Short scripts & hooks","hay":"hook generator generate 6 clickbait-style linkedin hook variations for any topic. two-line hooks built on the formula: a 40-char opening line, a 40-char bold contrast line. uses supplied numbers and genuine first-person experience when available. use this skill whenever the user says \"write me hooks\", \"hook ideas\", \"generate hooks\", \"i need a hook for a post about...\", or pastes a topic and asks for openers. fast output, no preamble. hook-generator creator "},{"slug":"pinned-comment","kind":"skill","name":"LinkedIn Pinned Comment + Image Prompt Skill","tagline":"Write deadpan LinkedIn pinned comments AND matching image generation prompts in the user’s voice. Use when the user asks for a pinned comment, pin comment, or first comment for a LinkedIn post. ALWAYS produce the image prompt FIRST, then caption it with the 4-line comment. Output both together unless told otherwise.","author":"charlie947","license":"MIT","stars":3652,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"linkedin pinned comment + image prompt skill write deadpan linkedin pinned comments and matching image generation prompts in the user’s voice. use when the user asks for a pinned comment, pin comment, or first comment for a linkedin post. always produce the image prompt first, then caption it with the 4-line comment. output both together unless told otherwise. pinned-comment creator "},{"slug":"newsletter-voice","kind":"skill","name":"Newsletter voice","tagline":"Build newsletter writing instructions inside a Codex or Claude project. Runs after voice-builder. Produces newsletter-voice.md, a single file the assistant references when drafting newsletters in the user's voice. Works with or without existing newsletter samples: if the user has past issues, the skill analyses them; if not, the skill offers 6 archetypes tuned to the user's voice. Trigger whenever the user says \"build my newsletter voice\", \"learn my newsletter style\", \"set up my newsletter system\", \"train on my newsletters\", \"newsletter onboarding\", or drops newsletter samples into chat asking for an analysis. Requires voice-builder to have run first: the skill needs voice.md and about-me.md in the project to work.","author":"charlie947","license":"MIT","stars":3652,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"newsletter voice build newsletter writing instructions inside a codex or claude project. runs after voice-builder. produces newsletter-voice.md, a single file the assistant references when drafting newsletters in the user's voice. works with or without existing newsletter samples: if the user has past issues, the skill analyses them; if not, the skill offers 6 archetypes tuned to the user's voice. trigger whenever the user says \"build my newsletter voice\", \"learn my newsletter style\", \"set up my newsletter system\", \"train on my newsletters\", \"newsletter onboarding\", or drops newsletter samples into chat asking for an analysis. requires voice-builder to have run first: the skill needs voice.md and about-me.md in the project to work. newsletter-voice creator "},{"slug":"niche-research","kind":"skill","name":"Niche research","tagline":"Surface the 20 most relevant stories in a niche from the last 7 days using available live research tools. Verified dates, real links, shareable angles. Use available browser or web search tools to inspect dated source material. Use this skill whenever the user says \"research my niche\", \"what's trending\", \"find stories\", \"this week's news\", \"content research\", or drops a niche and asks what's happening in it. Requires live source access for current research.","author":"charlie947","license":"MIT","stars":3652,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"niche research surface the 20 most relevant stories in a niche from the last 7 days using available live research tools. verified dates, real links, shareable angles. use available browser or web search tools to inspect dated source material. use this skill whenever the user says \"research my niche\", \"what's trending\", \"find stories\", \"this week's news\", \"content research\", or drops a niche and asks what's happening in it. requires live source access for current research. niche-research creator "},{"slug":"post-formatter","kind":"skill","name":"Post formatter","tagline":"Turn a topic into a ready-to-publish LinkedIn post using PAS, AIDA, BAB, STAR, or SLAY frameworks. Up to 20 nonblank lines, mobile-formatted with blank lines between sentences. Use this skill whenever the user says \"format this as a post\", \"turn this into a LinkedIn post\", \"write it as PAS\" or any named framework, or wants a properly structured post from a topic. Different from post-writer: post-formatter applies a strict framework. post-writer drafts in the user's voice without framework constraints.","author":"charlie947","license":"MIT","stars":3652,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"post formatter turn a topic into a ready-to-publish linkedin post using pas, aida, bab, star, or slay frameworks. up to 20 nonblank lines, mobile-formatted with blank lines between sentences. use this skill whenever the user says \"format this as a post\", \"turn this into a linkedin post\", \"write it as pas\" or any named framework, or wants a properly structured post from a topic. different from post-writer: post-formatter applies a strict framework. post-writer drafts in the user's voice without framework constraints. post-formatter creator "},{"slug":"post-scorer","kind":"skill","name":"Post scorer","tagline":"Score a LinkedIn post using real performance data. Pulls the user's own post history via Apify (or uses cached data) to identify what actually performs, then scores the draft against those patterns. Use this skill whenever the user says \"score my post\", \"review my post\", \"rate this post\", \"give me feedback\", \"how good is this post\", or pastes a LinkedIn post and asks for critique. Separates historical comparisons from an explicitly labelled editorial-only fallback. Designed for live scoring at events and everyday post review.","author":"charlie947","license":"MIT","stars":3652,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"post scorer score a linkedin post using real performance data. pulls the user's own post history via apify (or uses cached data) to identify what actually performs, then scores the draft against those patterns. use this skill whenever the user says \"score my post\", \"review my post\", \"rate this post\", \"give me feedback\", \"how good is this post\", or pastes a linkedin post and asks for critique. separates historical comparisons from an explicitly labelled editorial-only fallback. designed for live scoring at events and everyday post review. post-scorer creator "},{"slug":"post-writer","kind":"skill","name":"Post writer","tagline":"Write LinkedIn posts that match the user's voice system (about-me.md and voice.md). Use this skill whenever the user says \"write a post\", \"draft a post\", \"LinkedIn post\", \"post about [topic]\", \"content idea\", or wants help writing any LinkedIn content. Also trigger when the user pastes a context dump (notes, transcripts, bullet points) and wants it turned into a post. Always references the voice files in the project before writing. Always outputs the final post in a code block.","author":"charlie947","license":"MIT","stars":3652,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"post writer write linkedin posts that match the user's voice system (about-me.md and voice.md). use this skill whenever the user says \"write a post\", \"draft a post\", \"linkedin post\", \"post about [topic]\", \"content idea\", or wants help writing any linkedin content. also trigger when the user pastes a context dump (notes, transcripts, bullet points) and wants it turned into a post. always references the voice files in the project before writing. always outputs the final post in a code block. post-writer creator "},{"slug":"profile-optimizer","kind":"skill","name":"Profile optimizer","tagline":"Rebuild a LinkedIn profile for maximum conversions. Produces new headline options, about section, experience section, featured section strategy, and 4 image generation prompts (banner, profile picture, 2 featured tiles). Use this skill whenever the user says \"optimize my profile\", \"fix my LinkedIn\", \"rewrite my headline\", \"profile review\", \"LinkedIn audit\", \"rebuild my profile\", or wants help with any part of their LinkedIn profile. Also trigger when the user uploads a LinkedIn profile PDF or screenshot for review.","author":"charlie947","license":"MIT","stars":3652,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"profile optimizer rebuild a linkedin profile for maximum conversions. produces new headline options, about section, experience section, featured section strategy, and 4 image generation prompts (banner, profile picture, 2 featured tiles). use this skill whenever the user says \"optimize my profile\", \"fix my linkedin\", \"rewrite my headline\", \"profile review\", \"linkedin audit\", \"rebuild my profile\", or wants help with any part of their linkedin profile. also trigger when the user uploads a linkedin profile pdf or screenshot for review. profile-optimizer creator "},{"slug":"quote-post","kind":"skill","name":"Quote post","tagline":"Two-step workflow for creating quote posts on LinkedIn. The assistant drafts original short quotes to accompany a caption, then produces a Gemini prompt that recreates a reference image with the chosen quote baked in. Use this skill whenever the user says \"quote post\", \"quote graphic\", \"motivational post\", \"build me a quote\", or wants a low-effort high-engagement LinkedIn graphic. Optimised for LinkedIn's employee and early-career audience, which skews toward motivational content.","author":"charlie947","license":"MIT","stars":3652,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"quote post two-step workflow for creating quote posts on linkedin. the assistant drafts original short quotes to accompany a caption, then produces a gemini prompt that recreates a reference image with the chosen quote baked in. use this skill whenever the user says \"quote post\", \"quote graphic\", \"motivational post\", \"build me a quote\", or wants a low-effort high-engagement linkedin graphic. optimised for linkedin's employee and early-career audience, which skews toward motivational content. quote-post creator "},{"slug":"reels-scripting","kind":"skill","name":"Reels scripting","tagline":"Turn a reference Instagram Reel into a script for your own Reel, tuned to your voice and repurposed from your newsletter content. Takes a Reel URL or Notion reference link, uses Apify to scrape the video, sends it to Gemini 2.5 Flash for full transcript + hook + structure analysis, then writes a new script applying the same patterns to your newsletter topic. Use this skill whenever the user says \"script a reel\", \"reels scripting\", \"turn this into a reel\", pastes an Instagram Reel URL, or references their Notion outlier reels database. The URL-to-video-analysis route needs APIFY_API_TOKEN and GOOGLE_AI_API_KEY; supplied input can skip the corresponding stages.","author":"charlie947","license":"MIT","stars":3652,"dept":"media","deptName":"Content creator","task":"media/script-short","taskName":"Short scripts & hooks","hay":"reels scripting turn a reference instagram reel into a script for your own reel, tuned to your voice and repurposed from your newsletter content. takes a reel url or notion reference link, uses apify to scrape the video, sends it to gemini 2.5 flash for full transcript + hook + structure analysis, then writes a new script applying the same patterns to your newsletter topic. use this skill whenever the user says \"script a reel\", \"reels scripting\", \"turn this into a reel\", pastes an instagram reel url, or references their notion outlier reels database. the url-to-video-analysis route needs apify_api_token and google_ai_api_key; supplied input can skip the corresponding stages. reels-scripting creator "},{"slug":"voice-builder","kind":"skill","name":"Voice builder","tagline":"Build a personalised voice profile inside a Codex or Claude project from a short interview plus 3 to 5 sample pieces of writing. Works for any content format: LinkedIn posts, newsletters, essays, emails, blog posts, tweets, or any other published writing. Use this skill at the start of any project where the user wants the assistant to learn who they are and how they write before drafting new content. Trigger whenever the user says \"build my voice\", \"learn my voice\", \"set up my content system\", \"onboard me\", \"train on my writing\", \"train on my posts\", \"I want Claude to sound like me\", or drops a batch of writing samples into chat at the start of a project. Also trigger for first-time users who need a voice foundation before writing anything. Always produces two files (about-me.md and voice.md) saved into the project root.","author":"charlie947","license":"MIT","stars":3652,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"voice builder build a personalised voice profile inside a codex or claude project from a short interview plus 3 to 5 sample pieces of writing. works for any content format: linkedin posts, newsletters, essays, emails, blog posts, tweets, or any other published writing. use this skill at the start of any project where the user wants the assistant to learn who they are and how they write before drafting new content. trigger whenever the user says \"build my voice\", \"learn my voice\", \"set up my content system\", \"onboard me\", \"train on my writing\", \"train on my posts\", \"i want claude to sound like me\", or drops a batch of writing samples into chat at the start of a project. also trigger for first-time users who need a voice foundation before writing anything. always produces two files (about-me.md and voice.md) saved into the project root. voice-builder creator "},{"slug":"youtube-thumbnail-2","kind":"skill","name":"Youtube thumbnail","tagline":"Generate a branded YouTube thumbnail from a video title. Uses a reference photo of the creator, high-CTR thumbnail principles, and brand colours to produce a ready-to-generate image prompt for Gemini. Use this skill whenever the user says \"thumbnail\", \"youtube thumbnail\", \"build me a thumbnail\", or wants a video cover image before writing the script. The thumbnail-first workflow mirrors the graphic-first approach for LinkedIn: sells the video before anyone hears a word of the script.","author":"charlie947","license":"MIT","stars":3652,"dept":"media","deptName":"Content creator","task":"media/make-thumbnail","taskName":"Thumbnails & covers","hay":"youtube thumbnail generate a branded youtube thumbnail from a video title. uses a reference photo of the creator, high-ctr thumbnail principles, and brand colours to produce a ready-to-generate image prompt for gemini. use this skill whenever the user says \"thumbnail\", \"youtube thumbnail\", \"build me a thumbnail\", or wants a video cover image before writing the script. the thumbnail-first workflow mirrors the graphic-first approach for linkedin: sells the video before anyone hears a word of the script. youtube-thumbnail-2 creator "},{"slug":"earnings-recap","kind":"skill","name":"Earnings Recap Skill","tagline":"Generate a post-earnings analysis for any stock using Yahoo Finance data. Use when the user wants to review what happened after earnings, understand beat/miss results, see stock reaction, or get an earnings recap. Triggers: \"AAPL earnings recap\", \"how did TSLA earnings go\", \"MSFT earnings results\", did NVDA beat earnings\", \"post-earnings analysis\", \"earnings surprise\", what happened with GOOGL earnings\", \"earnings reaction\", stock moved after earnings\", \"EPS beat or miss\", \"revenue beat or miss\", quarterly results for\", \"how were earnings\", \"AMZN reported last night\", earnings call recap\", or any request about a company's recent earnings outcome. Use this skill when the user references a past earnings event, even if they just say \"AAPL reported\" or \"how did they do\".","author":"himself65","license":"MIT","stars":3347,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"earnings recap skill generate a post-earnings analysis for any stock using yahoo finance data. use when the user wants to review what happened after earnings, understand beat/miss results, see stock reaction, or get an earnings recap. triggers: \"aapl earnings recap\", \"how did tsla earnings go\", \"msft earnings results\", did nvda beat earnings\", \"post-earnings analysis\", \"earnings surprise\", what happened with googl earnings\", \"earnings reaction\", stock moved after earnings\", \"eps beat or miss\", \"revenue beat or miss\", quarterly results for\", \"how were earnings\", \"amzn reported last night\", earnings call recap\", or any request about a company's recent earnings outcome. use this skill when the user references a past earnings event, even if they just say \"aapl reported\" or \"how did they do\". earnings-recap business & ops "},{"slug":"estimate-analysis","kind":"skill","name":"Estimate Analysis Skill","tagline":"Deep-dive into analyst estimates and revision trends for any stock using Yahoo Finance data. Use when the user wants to understand analyst estimate direction, how EPS or revenue forecasts changed over time, compare estimate distributions, or analyze growth projections across periods. Triggers: \"estimate analysis for AAPL\", \"analyst estimate trends for NVDA\", EPS revisions for TSLA\", \"how have estimates changed for MSFT\", estimate revisions\", \"EPS trend\", \"revenue estimates\", consensus changes\", \"analyst estimates\", \"estimate distribution\", growth estimates for\", \"estimate momentum\", \"revision trend\", forward estimates\", \"next quarter estimates\", \"annual estimates\", estimate spread\", \"bull vs bear estimates\", \"estimate range\", or any request about tracking or comparing analyst estimates/revisions. Use this skill when the user asks about estimates beyond a simple lookup — if they want context, trends, or analysis, this is the right skill.","author":"himself65","license":"MIT","stars":3347,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"estimate analysis skill deep-dive into analyst estimates and revision trends for any stock using yahoo finance data. use when the user wants to understand analyst estimate direction, how eps or revenue forecasts changed over time, compare estimate distributions, or analyze growth projections across periods. triggers: \"estimate analysis for aapl\", \"analyst estimate trends for nvda\", eps revisions for tsla\", \"how have estimates changed for msft\", estimate revisions\", \"eps trend\", \"revenue estimates\", consensus changes\", \"analyst estimates\", \"estimate distribution\", growth estimates for\", \"estimate momentum\", \"revision trend\", forward estimates\", \"next quarter estimates\", \"annual estimates\", estimate spread\", \"bull vs bear estimates\", \"estimate range\", or any request about tracking or comparing analyst estimates/revisions. use this skill when the user asks about estimates beyond a simple lookup — if they want context, trends, or analysis, this is the right skill. estimate-analysis business & ops "},{"slug":"etf-premium","kind":"skill","name":"ETF Premium/Discount Analysis Skill","tagline":"Calculate ETF premium/discount vs NAV via Yahoo Finance, and decompose single-day surges into NAV-driven vs structural components (gamma squeeze, dealer hedging, blocked AP arbitrage). Use whenever the user asks about an ETF's premium or discount, NAV comparison, why an ETF diverged from its holdings, or how much of a move is dealer-hedging-driven. Triggers: \"ETF premium\", \"ETF discount\", \"NAV premium\", \"is SPY at a premium\", \"BITO premium\", IBIT premium\", \"bond ETF discount\", \"trading above/below NAV\", \"ETF premium screener\", biggest discount\", \"compare ETF NAV\", \"ETF arbitrage\", \"ETF gamma squeeze\", ETF premium surge\", \"decompose ETF move\", \"dealer gamma exposure\", \"GEX for ETF\", why did this ETF jump\", \"premium convergence\", \"AP arbitrage blocked\", or any request about the gap between an ETF's price and underlying value. Especially relevant for leveraged, inverse, international, bond, commodity, and crypto ETFs.","author":"himself65","license":"MIT","stars":3347,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"etf premium/discount analysis skill calculate etf premium/discount vs nav via yahoo finance, and decompose single-day surges into nav-driven vs structural components (gamma squeeze, dealer hedging, blocked ap arbitrage). use whenever the user asks about an etf's premium or discount, nav comparison, why an etf diverged from its holdings, or how much of a move is dealer-hedging-driven. triggers: \"etf premium\", \"etf discount\", \"nav premium\", \"is spy at a premium\", \"bito premium\", ibit premium\", \"bond etf discount\", \"trading above/below nav\", \"etf premium screener\", biggest discount\", \"compare etf nav\", \"etf arbitrage\", \"etf gamma squeeze\", etf premium surge\", \"decompose etf move\", \"dealer gamma exposure\", \"gex for etf\", why did this etf jump\", \"premium convergence\", \"ap arbitrage blocked\", or any request about the gap between an etf's price and underlying value. especially relevant for leveraged, inverse, international, bond, commodity, and crypto etfs. etf-premium business & ops "},{"slug":"generative-ui","kind":"skill","name":"Generative UI Skill","tagline":"Design system and guidelines for Claude's built-in generative UI — the show_widget tool that renders interactive HTML/SVG widgets inline in claude.ai conversations. This skill provides the complete Anthropic \"Imagine\" design system so Claude produces high-quality widgets without needing to call read_me first. Use this skill whenever the user asks to visualize data, create an interactive chart, build a dashboard, render a diagram, draw a flowchart, show a mockup, create an interactive explainer, or produce any visual content beyond plain text or markdown. Triggers include: \"show me\", \"visualize\", draw\", \"chart\", \"dashboard\", \"diagram\", \"flowchart\", \"widget\", \"interactive\", \"mockup\", \"illustrate\", explain how X works\" (with visual), or any request for visual/interactive output. Also triggers when the user wants to display financial data visually, create comparison grids, or build tools with sliders, toggles, or live-updating displays.","author":"himself65","license":"MIT","stars":3347,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"generative ui skill design system and guidelines for claude's built-in generative ui — the show_widget tool that renders interactive html/svg widgets inline in claude.ai conversations. this skill provides the complete anthropic \"imagine\" design system so claude produces high-quality widgets without needing to call read_me first. use this skill whenever the user asks to visualize data, create an interactive chart, build a dashboard, render a diagram, draw a flowchart, show a mockup, create an interactive explainer, or produce any visual content beyond plain text or markdown. triggers include: \"show me\", \"visualize\", draw\", \"chart\", \"dashboard\", \"diagram\", \"flowchart\", \"widget\", \"interactive\", \"mockup\", \"illustrate\", explain how x works\" (with visual), or any request for visual/interactive output. also triggers when the user wants to display financial data visually, create comparison grids, or build tools with sliders, toggles, or live-updating displays. generative-ui business & ops "},{"slug":"hormuz-strait","kind":"skill","name":"Hormuz Strait Monitor Skill","tagline":"Check the current status of the Strait of Hormuz — shipping transit data, oil price impact, stranded vessels, insurance risk levels, diplomatic developments, and global trade impact. Use this skill whenever the user asks about the Strait of Hormuz, Hormuz chokepoint, Persian Gulf shipping risk, oil transit disruption, war risk premium in the Gulf, Middle East shipping routes, tanker traffic through Hormuz, oil supply chain risk, or geopolitical risk affecting energy markets. Triggers include: \"Hormuz status\", \"Strait of Hormuz\", \"is Hormuz open\", \"shipping through the Gulf\", oil chokepoint\", \"Persian Gulf tanker traffic\", \"war risk premium\", \"Hormuz crisis\", energy supply chain risk\", \"oil transit disruption\", \"Middle East shipping\", any mention of Hormuz or Persian Gulf in context of oil, shipping, or geopolitical risk.","author":"himself65","license":"MIT","stars":3347,"dept":"marketing","deptName":"Marketing","task":"marketing/run-pr","taskName":"PR & reputation","hay":"hormuz strait monitor skill check the current status of the strait of hormuz — shipping transit data, oil price impact, stranded vessels, insurance risk levels, diplomatic developments, and global trade impact. use this skill whenever the user asks about the strait of hormuz, hormuz chokepoint, persian gulf shipping risk, oil transit disruption, war risk premium in the gulf, middle east shipping routes, tanker traffic through hormuz, oil supply chain risk, or geopolitical risk affecting energy markets. triggers include: \"hormuz status\", \"strait of hormuz\", \"is hormuz open\", \"shipping through the gulf\", oil chokepoint\", \"persian gulf tanker traffic\", \"war risk premium\", \"hormuz crisis\", energy supply chain risk\", \"oil transit disruption\", \"middle east shipping\", any mention of hormuz or persian gulf in context of oil, shipping, or geopolitical risk. hormuz-strait business & ops "},{"slug":"hyperliquid-reader","kind":"skill","name":"Hyperliquid Reader (Read-Only)","tagline":"Read Hyperliquid (app.hyperliquid.xyz) perp + spot market data via opencli (read-only, public info API). Use whenever the user wants Hyperliquid perpetual or spot markets, mark/oracle/mid prices, 24h change, funding rates (hourly or annualized APR), open interest, volume, the L2 order book, OHLCV candles, historical funding, or a cross-venue funding comparison (Hyperliquid vs Binance vs Bybit) for funding arbitrage. Triggers: \"Hyperliquid funding for BTC\", \"HL perp markets\", funding on BTC perp\", \"Hyperliquid order book\", \"HL open interest\", funding arb Hyperliquid vs Binance\", \"Hyperliquid candles for SOL\", Hyperliquid spot markets\", \"PURR price on Hyperliquid\", \"hyperliquid\", hyperliquid.xyz\", \"HL DEX\". READ-ONLY market data — no account, order, or trade operations.","author":"himself65","license":"MIT","stars":3347,"dept":"finance","deptName":"Finance","task":"finance/trade-model","taskName":"Trading models","hay":"hyperliquid reader (read-only) read hyperliquid (app.hyperliquid.xyz) perp + spot market data via opencli (read-only, public info api). use whenever the user wants hyperliquid perpetual or spot markets, mark/oracle/mid prices, 24h change, funding rates (hourly or annualized apr), open interest, volume, the l2 order book, ohlcv candles, historical funding, or a cross-venue funding comparison (hyperliquid vs binance vs bybit) for funding arbitrage. triggers: \"hyperliquid funding for btc\", \"hl perp markets\", funding on btc perp\", \"hyperliquid order book\", \"hl open interest\", funding arb hyperliquid vs binance\", \"hyperliquid candles for sol\", hyperliquid spot markets\", \"purr price on hyperliquid\", \"hyperliquid\", hyperliquid.xyz\", \"hl dex\". read-only market data — no account, order, or trade operations. hyperliquid-reader business & ops "},{"slug":"linkedin-reader","kind":"skill","name":"LinkedIn Skill (Read-Only)","tagline":"Read LinkedIn for financial research using opencli (read-only). Use this skill whenever the user wants to read their LinkedIn feed, search for jobs in the finance/trading industry, view professional posts about markets or earnings, or gather professional sentiment from LinkedIn. Triggers include: \"check my LinkedIn feed\", \"search LinkedIn for\", \"LinkedIn posts about\", what's on LinkedIn about AAPL\", \"finance jobs on LinkedIn\", \"LinkedIn market sentiment\", who's posting about earnings on LinkedIn\", \"LinkedIn feed\", \"professional network buzz\", what are analysts saying on LinkedIn\", any mention of LinkedIn in context of reading financial news, market research, job searches, or professional commentary. This skill is READ-ONLY — it does NOT support posting, liking, commenting, connecting, or any write operations.","author":"himself65","license":"MIT","stars":3347,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"linkedin skill (read-only) read linkedin for financial research using opencli (read-only). use this skill whenever the user wants to read their linkedin feed, search for jobs in the finance/trading industry, view professional posts about markets or earnings, or gather professional sentiment from linkedin. triggers include: \"check my linkedin feed\", \"search linkedin for\", \"linkedin posts about\", what's on linkedin about aapl\", \"finance jobs on linkedin\", \"linkedin market sentiment\", who's posting about earnings on linkedin\", \"linkedin feed\", \"professional network buzz\", what are analysts saying on linkedin\", any mention of linkedin in context of reading financial news, market research, job searches, or professional commentary. this skill is read-only — it does not support posting, liking, commenting, connecting, or any write operations. linkedin-reader business & ops "},{"slug":"opencli-reader","kind":"skill","name":"opencli Reader (Generic Fallback, Read-Only)","tagline":"Generic read-only fallback for any source opencli covers but this repo has no dedicated reader for — Yahoo Finance, Bloomberg, Reuters, Barchart, Eastmoney, Xueqiu, Sinafinance, Reddit, HackerNews, Substack, Medium, Weibo, Bilibili, Xiaohongshu, Zhihu, arXiv, Google Scholar, Apple Podcasts, Xiaoyuzhou, Spotify, YouTube, Weixin, Amazon, and more. Triggers: \"use opencli to read\", \"grab the frontpage from hackernews\", read reddit r/wallstreetbets\", \"fetch Eastmoney hot stocks\", \"pull Xueqiu feed\", get Bloomberg markets headlines\", \"search arXiv for\", any request to read from a site where a specialized skill does not exist but opencli does. FALLBACK — prefer twitter-reader, linkedin-reader, discord-reader, telegram-reader, or yc-reader when the source matches. READ-ONLY — never invoke write operations.","author":"himself65","license":"MIT","stars":3347,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"opencli reader (generic fallback, read-only) generic read-only fallback for any source opencli covers but this repo has no dedicated reader for — yahoo finance, bloomberg, reuters, barchart, eastmoney, xueqiu, sinafinance, reddit, hackernews, substack, medium, weibo, bilibili, xiaohongshu, zhihu, arxiv, google scholar, apple podcasts, xiaoyuzhou, spotify, youtube, weixin, amazon, and more. triggers: \"use opencli to read\", \"grab the frontpage from hackernews\", read reddit r/wallstreetbets\", \"fetch eastmoney hot stocks\", \"pull xueqiu feed\", get bloomberg markets headlines\", \"search arxiv for\", any request to read from a site where a specialized skill does not exist but opencli does. fallback — prefer twitter-reader, linkedin-reader, discord-reader, telegram-reader, or yc-reader when the source matches. read-only — never invoke write operations. opencli-reader business & ops "},{"slug":"options-payoff","kind":"skill","name":"Options Payoff Curve Skill","tagline":"Generate an interactive options payoff curve chart with dynamic parameter controls. Use this skill whenever the user shares an options position screenshot, describes an options strategy, or asks to visualize how an options trade makes or loses money. Triggers include: any mention of butterfly, spread (vertical/calendar/diagonal/ratio), straddle, strangle, condor, covered call, protective put, iron condor, or any multi-leg options structure. Also triggers when a user pastes strike prices, premiums, expiry dates, or says things like \"show me the payoff\", \"draw the P&L curve\", what does this trade look like\", or uploads a screenshot from a broker (IBKR, TastyTrade, Robinhood, etc). Always use this skill even if the user only provides partial info — extract what you can and use defaults for the rest.","author":"himself65","license":"MIT","stars":3347,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"options payoff curve skill generate an interactive options payoff curve chart with dynamic parameter controls. use this skill whenever the user shares an options position screenshot, describes an options strategy, or asks to visualize how an options trade makes or loses money. triggers include: any mention of butterfly, spread (vertical/calendar/diagonal/ratio), straddle, strangle, condor, covered call, protective put, iron condor, or any multi-leg options structure. also triggers when a user pastes strike prices, premiums, expiry dates, or says things like \"show me the payoff\", \"draw the p&l curve\", what does this trade look like\", or uploads a screenshot from a broker (ibkr, tastytrade, robinhood, etc). always use this skill even if the user only provides partial info — extract what you can and use defaults for the rest. options-payoff business & ops "},{"slug":"saas-valuation-compression","kind":"skill","name":"SaaS Valuation Compression Analyzer","tagline":"Analyze SaaS company valuation compression between funding rounds. Use this skill whenever the user asks about: how much a SaaS company's valuation multiple changed between rounds, why the ARR multiple compressed or expanded, comparing a company's compression to macro benchmarks, or explaining what drove valuation changes for any VC-backed software company. Trigger on phrases like \"valuation compression\", ARR multiple\", \"round-to-round valuation\", \"multiple change\", or when the user asks to compare a company's funding rounds. Always use this skill for any multi-round SaaS valuation analysis — do not try to answer from memory alone.","author":"himself65","license":"MIT","stars":3347,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"saas valuation compression analyzer analyze saas company valuation compression between funding rounds. use this skill whenever the user asks about: how much a saas company's valuation multiple changed between rounds, why the arr multiple compressed or expanded, comparing a company's compression to macro benchmarks, or explaining what drove valuation changes for any vc-backed software company. trigger on phrases like \"valuation compression\", arr multiple\", \"round-to-round valuation\", \"multiple change\", or when the user asks to compare a company's funding rounds. always use this skill for any multi-round saas valuation analysis — do not try to answer from memory alone. saas-valuation-compression business & ops "},{"slug":"sepa-strategy","kind":"skill","name":"SEPA Strategy Analysis","tagline":"Analyze stocks using Mark Minervini's SEPA (Specific Entry Point Analysis) methodology. Use this skill whenever the user mentions SEPA, Minervini, superperformance, trend template, VCP (Volatility Contraction Pattern), Stage 2 uptrend, stage analysis, pivot point breakout, or asks about growth stock screening criteria. Also triggers when the user wants to evaluate whether a stock meets swing trading entry criteria, check moving average alignment (bullish stacking: price above 50MA above 150MA above 200MA), assess breakout quality with volume confirmation, calculate position sizing based on risk percentage, or identify consolidation patterns like cup-with-handle, flat base, bull flag, or high tight flag. Use this skill even when the user simply asks \"should I buy this stock\" or \"is this a good setup\" in the context of growth/momentum trading, or when they share a stock chart and want pattern analysis.","author":"himself65","license":"MIT","stars":3347,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"sepa strategy analysis analyze stocks using mark minervini's sepa (specific entry point analysis) methodology. use this skill whenever the user mentions sepa, minervini, superperformance, trend template, vcp (volatility contraction pattern), stage 2 uptrend, stage analysis, pivot point breakout, or asks about growth stock screening criteria. also triggers when the user wants to evaluate whether a stock meets swing trading entry criteria, check moving average alignment (bullish stacking: price above 50ma above 150ma above 200ma), assess breakout quality with volume confirmation, calculate position sizing based on risk percentage, or identify consolidation patterns like cup-with-handle, flat base, bull flag, or high tight flag. use this skill even when the user simply asks \"should i buy this stock\" or \"is this a good setup\" in the context of growth/momentum trading, or when they share a stock chart and want pattern analysis. sepa-strategy business & ops "},{"slug":"skill-creator-2","kind":"skill","name":"Skill creator","tagline":"Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or iterate on skill quality. Triggers: \"create a skill\", \"make a new skill\", \"build a skill for\", write a skill that\", \"skill for doing X\", \"I want a skill to\", \"new skill\", \"design a skill\", scaffold a skill\", \"improve this skill\", \"optimize this skill\", \"this skill isn't working well\", evaluate this skill\", \"score this skill\", \"how good is this skill\", \"run evals on\", benchmark this skill\", \"test this skill's quality\", \"skill quality\", \"skill performance\". Also triggers when a user describes a repeatable workflow they want to automate, says I keep doing X manually\", \"can you remember how to do X\", or \"turn this into a skill\".","author":"himself65","license":"MIT","stars":3347,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"skill creator create new skills, modify and improve existing skills, and measure skill performance. use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or iterate on skill quality. triggers: \"create a skill\", \"make a new skill\", \"build a skill for\", write a skill that\", \"skill for doing x\", \"i want a skill to\", \"new skill\", \"design a skill\", scaffold a skill\", \"improve this skill\", \"optimize this skill\", \"this skill isn't working well\", evaluate this skill\", \"score this skill\", \"how good is this skill\", \"run evals on\", benchmark this skill\", \"test this skill's quality\", \"skill quality\", \"skill performance\". also triggers when a user describes a repeatable workflow they want to automate, says i keep doing x manually\", \"can you remember how to do x\", or \"turn this into a skill\". skill-creator-2 business & ops "},{"slug":"startup-analysis","kind":"skill","name":"Startup analysis","tagline":"Analyze a startup from three perspectives: VC investor, job applicant, and CEO/founder. Use this skill whenever the user wants to evaluate a startup, assess whether to invest in or join a startup, do due diligence, evaluate a job offer from a startup, understand a startup's competitive position, or assess company health and trajectory. Triggers: \"analyze this startup\", \"should I join [company]\", \"is [company] a good investment\", evaluate [company]\", \"due diligence on [company]\", \"what do you think of [startup]\", should I take this startup job offer\", \"how healthy is [company]\", \"startup assessment\", company analysis\", \"is [company] worth joining\", \"what's the outlook for [company]\", research [company] for me\", any mention of evaluating or assessing a startup or tech company from investment, career, or strategic perspectives — provide all three perspectives by default.","author":"himself65","license":"MIT","stars":3347,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"startup analysis analyze a startup from three perspectives: vc investor, job applicant, and ceo/founder. use this skill whenever the user wants to evaluate a startup, assess whether to invest in or join a startup, do due diligence, evaluate a job offer from a startup, understand a startup's competitive position, or assess company health and trajectory. triggers: \"analyze this startup\", \"should i join [company]\", \"is [company] a good investment\", evaluate [company]\", \"due diligence on [company]\", \"what do you think of [startup]\", should i take this startup job offer\", \"how healthy is [company]\", \"startup assessment\", company analysis\", \"is [company] worth joining\", \"what's the outlook for [company]\", research [company] for me\", any mention of evaluating or assessing a startup or tech company from investment, career, or strategic perspectives — provide all three perspectives by default. startup-analysis business & ops "},{"slug":"stock-correlation","kind":"skill","name":"Stock Correlation Analysis Skill","tagline":"Analyze stock correlations to find related companies and trading pairs. Use when the user asks about correlated stocks, related companies, sector peers, trading pairs, or how two or more stocks move together. Triggers: \"what correlates with NVDA\", \"find stocks related to AMD\", correlation between AAPL and MSFT\", \"what moves with\", \"sector peers\", pair trading\", \"correlated stocks\", \"when NVDA drops what else drops\", stocks that move together\", \"beta to\", \"relative performance\", supply chain partners\", \"correlation matrix\", \"co-movement\", related tickers\", \"sympathy plays\", \"semiconductor peers\", hedging pair\", \"realized correlation\", \"rolling correlation\", or any request about stocks that move in tandem or inversely. Also triggers for well-known pairs like AMD/NVDA, GOOGL/AVGO, LITE/COHR. If only one ticker is provided, infer the user wants correlated peers.","author":"himself65","license":"MIT","stars":3347,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"stock correlation analysis skill analyze stock correlations to find related companies and trading pairs. use when the user asks about correlated stocks, related companies, sector peers, trading pairs, or how two or more stocks move together. triggers: \"what correlates with nvda\", \"find stocks related to amd\", correlation between aapl and msft\", \"what moves with\", \"sector peers\", pair trading\", \"correlated stocks\", \"when nvda drops what else drops\", stocks that move together\", \"beta to\", \"relative performance\", supply chain partners\", \"correlation matrix\", \"co-movement\", related tickers\", \"sympathy plays\", \"semiconductor peers\", hedging pair\", \"realized correlation\", \"rolling correlation\", or any request about stocks that move in tandem or inversely. also triggers for well-known pairs like amd/nvda, googl/avgo, lite/cohr. if only one ticker is provided, infer the user wants correlated peers. stock-correlation business & ops "},{"slug":"stock-liquidity","kind":"skill","name":"Stock Liquidity Analysis Skill","tagline":"Analyze stock liquidity using bid-ask spreads, volume profiles, order book depth, market impact estimates, and turnover ratios via Yahoo Finance data. Use this skill whenever the user asks about liquidity, trading costs, bid-ask spread, market depth, volume analysis, slippage, market impact, turnover ratio, or how easy/hard it is to trade a stock without moving the price. Triggers: \"how liquid is AAPL\", \"bid-ask spread\", \"volume analysis\", \"order book depth\", market impact of a large order\", \"turnover ratio\", \"slippage estimate\", can I trade 100k shares without moving the price\", \"liquidity comparison\", spread analysis\", \"ADTV\", \"Amihud illiquidity\", \"dollar volume\", execution cost estimate\", \"liquidity score\", penny stocks, small caps, or thinly traded securities.","author":"himself65","license":"MIT","stars":3347,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"stock liquidity analysis skill analyze stock liquidity using bid-ask spreads, volume profiles, order book depth, market impact estimates, and turnover ratios via yahoo finance data. use this skill whenever the user asks about liquidity, trading costs, bid-ask spread, market depth, volume analysis, slippage, market impact, turnover ratio, or how easy/hard it is to trade a stock without moving the price. triggers: \"how liquid is aapl\", \"bid-ask spread\", \"volume analysis\", \"order book depth\", market impact of a large order\", \"turnover ratio\", \"slippage estimate\", can i trade 100k shares without moving the price\", \"liquidity comparison\", spread analysis\", \"adtv\", \"amihud illiquidity\", \"dollar volume\", execution cost estimate\", \"liquidity score\", penny stocks, small caps, or thinly traded securities. stock-liquidity business & ops "},{"slug":"telegram-reader","kind":"skill","name":"Telegram News Skill (Read-Only)","tagline":"Read Telegram channels and groups for financial news and market research using tdl (read-only). Use this skill whenever the user wants to read Telegram channels, export messages from financial Telegram groups, list their Telegram chats, search for news in Telegram channels, or gather market intelligence from Telegram. Triggers include: \"check my Telegram\", \"read Telegram channel\", \"Telegram news\", what's new in my Telegram channels\", \"export messages from\", \"list my Telegram chats\", financial news on Telegram\", \"crypto Telegram\", \"market news Telegram\", any mention of Telegram in context of reading financial news, crypto signals, or market research. This skill is READ-ONLY — it does NOT support sending messages, joining channels, or any write operations.","author":"himself65","license":"MIT","stars":3347,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"telegram news skill (read-only) read telegram channels and groups for financial news and market research using tdl (read-only). use this skill whenever the user wants to read telegram channels, export messages from financial telegram groups, list their telegram chats, search for news in telegram channels, or gather market intelligence from telegram. triggers include: \"check my telegram\", \"read telegram channel\", \"telegram news\", what's new in my telegram channels\", \"export messages from\", \"list my telegram chats\", financial news on telegram\", \"crypto telegram\", \"market news telegram\", any mention of telegram in context of reading financial news, crypto signals, or market research. this skill is read-only — it does not support sending messages, joining channels, or any write operations. telegram-reader business & ops "},{"slug":"tradingview-mcp","kind":"skill","name":"TradingView MCP (Headless Market Data)","tagline":"Query TradingView market data through the bundled tradingview MCP server without a desktop app or login. Use whenever the user wants a technical analysis readout (RSI, MACD, Bollinger rating, BUY/SELL summary), multi-timeframe alignment (weekly→daily→4h→1h→15m), exchange-wide scans (Bollinger squeeze, volume breakout, consecutive candles, smart volume), top gainers/losers by exchange, futures market data (NQ/ES/CL/GC overview, overnight movers, category snapshots), pre-market / after-hours quotes, a quick options chain or unusual options activity (volume/OI by strike), bulk stock prices, a global market snapshot, strategy backtests (Sharpe, drawdown, win rate), or crypto exchange scans. Triggers include \"TA on X\", \"multi-timeframe read\", \"BB squeeze scan\", \"futures movers\", \"NQ overnight\", \"pre-market price\", \"unusual options activity\", \"backtest RSI on AAPL\", and \"top gainers on NASDAQ\". For options greeks, watchlists, alerts, or chart screenshots use tradingview-reader instead.","author":"himself65","license":"MIT","stars":3347,"dept":"finance","deptName":"Finance","task":"finance/trade-model","taskName":"Trading models","hay":"tradingview mcp (headless market data) query tradingview market data through the bundled tradingview mcp server without a desktop app or login. use whenever the user wants a technical analysis readout (rsi, macd, bollinger rating, buy/sell summary), multi-timeframe alignment (weekly→daily→4h→1h→15m), exchange-wide scans (bollinger squeeze, volume breakout, consecutive candles, smart volume), top gainers/losers by exchange, futures market data (nq/es/cl/gc overview, overnight movers, category snapshots), pre-market / after-hours quotes, a quick options chain or unusual options activity (volume/oi by strike), bulk stock prices, a global market snapshot, strategy backtests (sharpe, drawdown, win rate), or crypto exchange scans. triggers include \"ta on x\", \"multi-timeframe read\", \"bb squeeze scan\", \"futures movers\", \"nq overnight\", \"pre-market price\", \"unusual options activity\", \"backtest rsi on aapl\", and \"top gainers on nasdaq\". for options greeks, watchlists, alerts, or chart screenshots use tradingview-reader instead. tradingview-mcp business & ops "},{"slug":"tradingview-reader","kind":"skill","name":"TradingView Reader (Read-Only)","tagline":"Read TradingView desktop app for market data, news, alerts, watchlists, and screener results using opencli (read-only). Use this skill whenever the user wants quotes, options chains, options expiries, screener results across stocks/crypto/forex/futures/bonds, gainers/losers/movers, news headlines or full story bodies, alerts (active list, fire log, offline fires), watchlists including colored flag lists, symbol search/autocomplete, chart state, or screenshots from their local TradingView.app. Triggers include: \"options chain for X\", \"IV on Y\", \"show me SNDK puts\", \"TV screener for Y sector\", \"screen oversold stocks\", \"TV gainers\", \"crypto by market cap\", \"TradingView news on AAPL\", \"show my watchlists\", \"red flag list\", \"list my alerts\", what alerts fired\", \"search TV for nvidia\", \"what symbol is on my chart\", \"screenshot NVDA chart\", \"TradingView IV skew\", \"TV expiries for X\". This skill is READ-ONLY — it does NOT place trades, modify watchlists, or change chart layouts.","author":"himself65","license":"MIT","stars":3347,"dept":"finance","deptName":"Finance","task":"finance/trade-model","taskName":"Trading models","hay":"tradingview reader (read-only) read tradingview desktop app for market data, news, alerts, watchlists, and screener results using opencli (read-only). use this skill whenever the user wants quotes, options chains, options expiries, screener results across stocks/crypto/forex/futures/bonds, gainers/losers/movers, news headlines or full story bodies, alerts (active list, fire log, offline fires), watchlists including colored flag lists, symbol search/autocomplete, chart state, or screenshots from their local tradingview.app. triggers include: \"options chain for x\", \"iv on y\", \"show me sndk puts\", \"tv screener for y sector\", \"screen oversold stocks\", \"tv gainers\", \"crypto by market cap\", \"tradingview news on aapl\", \"show my watchlists\", \"red flag list\", \"list my alerts\", what alerts fired\", \"search tv for nvidia\", \"what symbol is on my chart\", \"screenshot nvda chart\", \"tradingview iv skew\", \"tv expiries for x\". this skill is read-only — it does not place trades, modify watchlists, or change chart layouts. tradingview-reader business & ops "},{"slug":"twitter-reader","kind":"skill","name":"Twitter Skill (Read-Only)","tagline":"Read Twitter/X for financial research using opencli (read-only). Use this skill whenever the user wants to read their Twitter feed, search for financial tweets, view bookmarks, look up user profiles, or gather market sentiment from Twitter/X. Triggers include: \"check my feed\", \"search Twitter for\", \"show my bookmarks\", who follows\", \"look up @user\", \"what's trending about\", \"market sentiment on Twitter\", what are people saying about AAPL\", \"recent tweets from @elonmusk\", \"show me @user's posts\", fintwit\", any mention of Twitter/X in context of reading financial news or market research. This skill is READ-ONLY — it does NOT support posting, liking, retweeting, or any write operations.","author":"himself65","license":"MIT","stars":3347,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"twitter skill (read-only) read twitter/x for financial research using opencli (read-only). use this skill whenever the user wants to read their twitter feed, search for financial tweets, view bookmarks, look up user profiles, or gather market sentiment from twitter/x. triggers include: \"check my feed\", \"search twitter for\", \"show my bookmarks\", who follows\", \"look up @user\", \"what's trending about\", \"market sentiment on twitter\", what are people saying about aapl\", \"recent tweets from @elonmusk\", \"show me @user's posts\", fintwit\", any mention of twitter/x in context of reading financial news or market research. this skill is read-only — it does not support posting, liking, retweeting, or any write operations. twitter-reader business & ops "},{"slug":"yc-reader","kind":"skill","name":"Y Combinator Reader (Read-Only)","tagline":"Look up Y Combinator companies, batches, and startup ecosystem data using the yc-oss API (read-only). Use this skill whenever the user wants to research YC-backed startups, find companies in a specific batch or industry, check which YC companies are hiring, explore top YC companies, or analyze startup trends by sector or tag. Triggers include: \"YC companies in fintech\", \"who's in the latest YC batch\", \"YC startups hiring\", top Y Combinator companies\", \"find YC companies tagged AI\", \"W25 batch\", \"S24 companies\", YC stats\", \"Y Combinator portfolio\", \"startup research\", \"which YC companies do X\", venture research on YC\", any mention of Y Combinator, YC batch, or YC-backed companies in the context of startup research, venture analysis, or market intelligence. This is a read-only data source — the API is a static JSON dataset updated daily.","author":"himself65","license":"MIT","stars":3347,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"y combinator reader (read-only) look up y combinator companies, batches, and startup ecosystem data using the yc-oss api (read-only). use this skill whenever the user wants to research yc-backed startups, find companies in a specific batch or industry, check which yc companies are hiring, explore top yc companies, or analyze startup trends by sector or tag. triggers include: \"yc companies in fintech\", \"who's in the latest yc batch\", \"yc startups hiring\", top y combinator companies\", \"find yc companies tagged ai\", \"w25 batch\", \"s24 companies\", yc stats\", \"y combinator portfolio\", \"startup research\", \"which yc companies do x\", venture research on yc\", any mention of y combinator, yc batch, or yc-backed companies in the context of startup research, venture analysis, or market intelligence. this is a read-only data source — the api is a static json dataset updated daily. yc-reader business & ops "},{"slug":"yfinance-data","kind":"skill","name":"yfinance Data Skill","tagline":"Fetch financial and market data using the yfinance Python library. Use this skill whenever the user asks for stock prices, historical data, financial statements, options chains, dividends, earnings, analyst recommendations, or any market data. Triggers include: any mention of stock price, ticker symbol (AAPL, MSFT, TSLA, etc.), get me the financials\", \"show earnings\", \"what's the price of\", \"download stock data\", options chain\", \"dividend history\", \"balance sheet\", \"income statement\", \"cash flow\", analyst targets\", \"institutional holders\", \"compare stocks\", \"screen for stocks\", or any request involving Yahoo Finance data. Always use this skill even if the user only provides a ticker — infer intent from context.","author":"himself65","license":"MIT","stars":3347,"dept":"finance","deptName":"Finance","task":"finance/trade-model","taskName":"Trading models","hay":"yfinance data skill fetch financial and market data using the yfinance python library. use this skill whenever the user asks for stock prices, historical data, financial statements, options chains, dividends, earnings, analyst recommendations, or any market data. triggers include: any mention of stock price, ticker symbol (aapl, msft, tsla, etc.), get me the financials\", \"show earnings\", \"what's the price of\", \"download stock data\", options chain\", \"dividend history\", \"balance sheet\", \"income statement\", \"cash flow\", analyst targets\", \"institutional holders\", \"compare stocks\", \"screen for stocks\", or any request involving yahoo finance data. always use this skill even if the user only provides a ticker — infer intent from context. yfinance-data business & ops "},{"slug":"content-brief","kind":"skill","name":"Content brief","tagline":"SERP-driven content brief for a target keyword — what ranks, what to cover, headings, questions, internal links from your own data. Use when asked for a \"content brief\", \"outline to rank for X\", \"what should this article cover\", or before writing any SEO page.","author":"Ryze-AI-Adgent","license":"MIT","stars":3135,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"content brief serp-driven content brief for a target keyword — what ranks, what to cover, headings, questions, internal links from your own data. use when asked for a \"content brief\", \"outline to rank for x\", \"what should this article cover\", or before writing any seo page. content-brief marketing "},{"slug":"keyword-research-ryze-ai-adgent","kind":"skill","name":"Keyword research","tagline":"Keyword research from a seed topic — ideas, real Google volume/CPC, intent, difficulty, clustered into a plan. Use when asked to \"find keywords\", \"keyword research for X\", \"what should I rank for\", or \"build a keyword plan\".","author":"Ryze-AI-Adgent","license":"MIT","stars":3135,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"keyword research keyword research from a seed topic — ideas, real google volume/cpc, intent, difficulty, clustered into a plan. use when asked to \"find keywords\", \"keyword research for x\", \"what should i rank for\", or \"build a keyword plan\". keyword-research-ryze-ai-adgent marketing "},{"slug":"rank-tracking","kind":"skill","name":"Rank tracking","tagline":"Rank tracking without a tracker subscription — position movers between any two periods from real Search Console data. Use when asked \"how are my rankings\", \"what moved this week/month\", \"track my keywords\", or \"did the update hit me\".","author":"Ryze-AI-Adgent","license":"MIT","stars":3135,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"rank tracking rank tracking without a tracker subscription — position movers between any two periods from real search console data. use when asked \"how are my rankings\", \"what moved this week/month\", \"track my keywords\", or \"did the update hit me\". rank-tracking uncategorised "},{"slug":"seo-audit-ryze-ai-adgent","kind":"skill","name":"SEO audit","tagline":"Full SEO audit of a site from its real Search Console + GA4 data — indexation health, CTR anomalies, decaying pages, striking-distance keywords, quick wins. Use when asked to \"audit my site\", \"SEO audit\", \"why is my organic traffic down\", or \"SEO health check\".","author":"Ryze-AI-Adgent","license":"MIT","stars":3135,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo audit full seo audit of a site from its real search console + ga4 data — indexation health, ctr anomalies, decaying pages, striking-distance keywords, quick wins. use when asked to \"audit my site\", \"seo audit\", \"why is my organic traffic down\", or \"seo health check\". seo-audit-ryze-ai-adgent marketing "},{"slug":"seo-vs-ads","kind":"skill","name":"SEO vs ads","tagline":"Find money leaking between search ads and SEO — queries you pay for while already ranking organically, and paid queries with no organic coverage. Use when asked \"am I paying for clicks I'd get free\", \"brand bidding waste\", \"SEO vs ads overlap\", or \"cut wasted ad spend with SEO\".","author":"Ryze-AI-Adgent","license":"MIT","stars":3135,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo vs ads find money leaking between search ads and seo — queries you pay for while already ranking organically, and paid queries with no organic coverage. use when asked \"am i paying for clicks i'd get free\", \"brand bidding waste\", \"seo vs ads overlap\", or \"cut wasted ad spend with seo\". seo-vs-ads marketing "},{"slug":"examples-linkedin-humanizer","kind":"skill","name":"Examples — LinkedIn Humanizer","tagline":"> \"In today's fast-paced landscape, businesses must fundamentally leverage AI to unlock robust ROI. It's not just about adoption, it's…","author":"sergebulaev","license":"MIT","stars":3059,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"examples — linkedin humanizer > \"in today's fast-paced landscape, businesses must fundamentally leverage ai to unlock robust roi. it's not just about adoption, it's… examples-linkedin-humanizer marketing "},{"slug":"examples-linkedin-post-audit","kind":"skill","name":"Examples — LinkedIn Post Audit","tagline":"> Input: \"In today's fast-paced world, businesses are fundamentally leveraging AI to unlock massive ROI — here's what I learned...\"","author":"sergebulaev","license":"MIT","stars":3059,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"examples — linkedin post audit > input: \"in today's fast-paced world, businesses are fundamentally leveraging ai to unlock massive roi — here's what i learned...\" examples-linkedin-post-audit marketing "},{"slug":"linkedin-comment-drafter","kind":"skill","name":"Linkedin comment drafter","tagline":"Draft a LinkedIn comment on someone else's post from its URL, or reshare (repost) it to your feed with optional commentary. Use when the user pastes a post URL and asks to comment, engage, be first commenter, or repost with their thoughts. Produces 1-3 variants in the user's voice, picks a reaction, and publishes via Publora on approval. Not for replying to existing comments (use linkedin-reply-handler).","author":"sergebulaev","license":"MIT","stars":3059,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"linkedin comment drafter draft a linkedin comment on someone else's post from its url, or reshare (repost) it to your feed with optional commentary. use when the user pastes a post url and asks to comment, engage, be first commenter, or repost with their thoughts. produces 1-3 variants in the user's voice, picks a reaction, and publishes via publora on approval. not for replying to existing comments (use linkedin-reply-handler). linkedin-comment-drafter marketing "},{"slug":"linkedin-content-planner","kind":"skill","name":"Linkedin content planner","tagline":"Generate a 7-day LinkedIn content plan from a theme, audience, and pillars. Produces per-day post pillar, format, hook type, CTA, posting time, daily comment targets, and a weekly inbound-readiness check. Use when the user wants to plan a week or month of content, not draft a single post (use linkedin-post-writer).","author":"sergebulaev","license":"MIT","stars":3059,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"linkedin content planner generate a 7-day linkedin content plan from a theme, audience, and pillars. produces per-day post pillar, format, hook type, cta, posting time, daily comment targets, and a weekly inbound-readiness check. use when the user wants to plan a week or month of content, not draft a single post (use linkedin-post-writer). linkedin-content-planner marketing "},{"slug":"linkedin-detector-tester","kind":"skill","name":"Linkedin detector tester","tagline":"Pipes any text through 5+ AI detectors at once and prints how badly they disagree. The point is not to find the \"right\" score. The point is…","author":"sergebulaev","license":"MIT","stars":3059,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"linkedin detector tester pipes any text through 5+ ai detectors at once and prints how badly they disagree. the point is not to find the \"right\" score. the point is… linkedin-detector-tester marketing "},{"slug":"linkedin-emoji-detector","kind":"skill","name":"Linkedin emoji detector","tagline":"Flags AI-pattern emoji usage in LinkedIn drafts before they ship. Built on MagicPost frequency data (Feb 2026) showing lightbulb, rocket,…","author":"sergebulaev","license":"MIT","stars":3059,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"linkedin emoji detector flags ai-pattern emoji usage in linkedin drafts before they ship. built on magicpost frequency data (feb 2026) showing lightbulb, rocket,… linkedin-emoji-detector marketing "},{"slug":"linkedin-employee-advocacy","kind":"skill","name":"Linkedin employee advocacy","tagline":"Stand up and run a LinkedIn employee advocacy program for a marketing or sales team. Covers 14-day launch playbook, brand-guideline governance, per-post time budget, cadence benchmarks, and team ROI (reach, engagement, pipeline). Triggers on \"employee advocacy\", \"get the team posting\", \"scale LinkedIn across team\", \"advocacy ROI\". Not for planning one person's own calendar (use linkedin-content-planner).","author":"sergebulaev","license":"MIT","stars":3059,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"linkedin employee advocacy stand up and run a linkedin employee advocacy program for a marketing or sales team. covers 14-day launch playbook, brand-guideline governance, per-post time budget, cadence benchmarks, and team roi (reach, engagement, pipeline). triggers on \"employee advocacy\", \"get the team posting\", \"scale linkedin across team\", \"advocacy roi\". not for planning one person's own calendar (use linkedin-content-planner). linkedin-employee-advocacy marketing "},{"slug":"linkedin-engager-analytics","kind":"skill","name":"Linkedin engager analytics","tagline":"Pull the people who liked or commented on any LinkedIn post and segment them by ICP fit (peer / aspirational / prospect / other). Produces an engager roster, tier breakdown, and outbound action lists (follow back, comment-drop, DM-able with one-line openers). Powered by Apify, no LinkedIn login. Triggers on \"who liked my post\", \"who engaged\", \"engagers report\", \"audience analytics\". Not for tracking author replies to your comments (use linkedin-thread-monitor).","author":"sergebulaev","license":"MIT","stars":3059,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"linkedin engager analytics pull the people who liked or commented on any linkedin post and segment them by icp fit (peer / aspirational / prospect / other). produces an engager roster, tier breakdown, and outbound action lists (follow back, comment-drop, dm-able with one-line openers). powered by apify, no linkedin login. triggers on \"who liked my post\", \"who engaged\", \"engagers report\", \"audience analytics\". not for tracking author replies to your comments (use linkedin-thread-monitor). linkedin-engager-analytics marketing "},{"slug":"linkedin-hook-extractor","kind":"skill","name":"Linkedin hook extractor","tagline":"Reverse-engineer the hook formula from a viral LinkedIn post URL. Returns which of the 20 canonical 2026 formulas it uses (anaphora, R.I.P., year-pivot, time-anchor, curiosity-gap, contrarian, comment-gate, emotional cold-open, named-gratitude, and 11 more), why it worked, and a blank template. Use to learn from a competitor's post, not to write your own (use linkedin-post-writer).","author":"sergebulaev","license":"MIT","stars":3059,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"linkedin hook extractor reverse-engineer the hook formula from a viral linkedin post url. returns which of the 20 canonical 2026 formulas it uses (anaphora, r.i.p., year-pivot, time-anchor, curiosity-gap, contrarian, comment-gate, emotional cold-open, named-gratitude, and 11 more), why it worked, and a blank template. use to learn from a competitor's post, not to write your own (use linkedin-post-writer). linkedin-hook-extractor marketing "},{"slug":"linkedin-interviewer","kind":"skill","name":"Linkedin interviewer","tagline":"Interview the user for the raw material their posts are made of. Builds a lasting Story Bank of roles, numbers, turning points, scars and positions, or runs a focused interview that turns one topic into a post spine. Use when a draft has nothing concrete to draw on, or the user says interview me. Not for learning how they write (use linkedin-humanizer --mode profile).","author":"sergebulaev","license":"MIT","stars":3059,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"linkedin interviewer interview the user for the raw material their posts are made of. builds a lasting story bank of roles, numbers, turning points, scars and positions, or runs a focused interview that turns one topic into a post spine. use when a draft has nothing concrete to draw on, or the user says interview me. not for learning how they write (use linkedin-humanizer --mode profile). linkedin-interviewer marketing "},{"slug":"linkedin-skills","kind":"skill","name":"LinkedIn Marketing Skills","tagline":"Plan, draft, audit, and publish LinkedIn posts and comments. Use when the user wants to write a viral LinkedIn post, draft a comment or reply on any LinkedIn post URL, audit a draft against 2026 algorithm heuristics, remove AI tells, extract hook formulas from viral posts, or plan a week of content. Powered by the Publora API for publishing. User provides post/comment URLs, skill drafts content, user approves, then publishes.","author":"sergebulaev","license":"MIT","stars":3059,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"linkedin marketing skills plan, draft, audit, and publish linkedin posts and comments. use when the user wants to write a viral linkedin post, draft a comment or reply on any linkedin post url, audit a draft against 2026 algorithm heuristics, remove ai tells, extract hook formulas from viral posts, or plan a week of content. powered by the publora api for publishing. user provides post/comment urls, skill drafts content, user approves, then publishes. linkedin-skills marketing "},{"slug":"linkedin-post-audit","kind":"skill","name":"Linkedin post audit","tagline":"Run any post draft through the 2026 heuristic checklist. Catches AI tells, timing/format issues, length violations, and structural…","author":"sergebulaev","license":"MIT","stars":3059,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"linkedin post audit run any post draft through the 2026 heuristic checklist. catches ai tells, timing/format issues, length violations, and structural… linkedin-post-audit marketing "},{"slug":"linkedin-post-audit-checklist","kind":"skill","name":"Linkedin post audit checklist","tagline":"Run every draft through this before publishing. Any FAIL = fix before posting.","author":"sergebulaev","license":"MIT","stars":3059,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"linkedin post audit checklist run every draft through this before publishing. any fail = fix before posting. linkedin-post-audit-checklist marketing "},{"slug":"linkedin-post-writer","kind":"skill","name":"Linkedin post writer","tagline":"Draft a new LinkedIn post from scratch using one of 20 2026 hook formulas (anaphora, R.I.P., time-anchor, curiosity-gap, contrarian, controlled A/B, false-binary, and more) plus a founders-edition angle library, picked by engagement goal (comments, reposts, likes, saves). Runs the humanizer pass and schedules via Publora on approval. Use to write a post, find a hook or proven format, or get founder-specific angles. Not for reviewing existing drafts (use linkedin-humanizer --mode audit).","author":"sergebulaev","license":"MIT","stars":3059,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"linkedin post writer draft a new linkedin post from scratch using one of 20 2026 hook formulas (anaphora, r.i.p., time-anchor, curiosity-gap, contrarian, controlled a/b, false-binary, and more) plus a founders-edition angle library, picked by engagement goal (comments, reposts, likes, saves). runs the humanizer pass and schedules via publora on approval. use to write a post, find a hook or proven format, or get founder-specific angles. not for reviewing existing drafts (use linkedin-humanizer --mode audit). linkedin-post-writer marketing "},{"slug":"linkedin-profile-optimizer","kind":"skill","name":"Linkedin profile optimizer","tagline":"Audit and rewrite a LinkedIn profile end-to-end for 2026: headline, About 7-step, Featured, banner, photo, Experience metrics, Skills, custom URL, recommendations. Triggers on \"review my profile\", \"rewrite my headline\", \"fix my About\", \"optimize banner\", \"profile audit\", \"LinkedIn bio\". Converts resume-style profiles to ones that convert 3-5x better. Not for writing feed content (use linkedin-post-writer).","author":"sergebulaev","license":"MIT","stars":3059,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"linkedin profile optimizer audit and rewrite a linkedin profile end-to-end for 2026: headline, about 7-step, featured, banner, photo, experience metrics, skills, custom url, recommendations. triggers on \"review my profile\", \"rewrite my headline\", \"fix my about\", \"optimize banner\", \"profile audit\", \"linkedin bio\". converts resume-style profiles to ones that convert 3-5x better. not for writing feed content (use linkedin-post-writer). linkedin-profile-optimizer marketing "},{"slug":"linkedin-reply-handler","kind":"skill","name":"Linkedin reply handler","tagline":"Draft a reply to one LinkedIn comment from its URL, or sweep a whole thread from just the post URL and draft a reply to every comment worth answering, in one batch. Use for replying to a comment, following an author reply, or clearing all comments on a post. Resolves the correct parentComment (LinkedIn flattens threads to 2 levels), filters low-value comments before a sweep, and posts via Publora on approval. Not for top-level comments (use linkedin-comment-drafter).","author":"sergebulaev","license":"MIT","stars":3059,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"linkedin reply handler draft a reply to one linkedin comment from its url, or sweep a whole thread from just the post url and draft a reply to every comment worth answering, in one batch. use for replying to a comment, following an author reply, or clearing all comments on a post. resolves the correct parentcomment (linkedin flattens threads to 2 levels), filters low-value comments before a sweep, and posts via publora on approval. not for top-level comments (use linkedin-comment-drafter). linkedin-reply-handler marketing "},{"slug":"linkedin-repurposer","kind":"skill","name":"Linkedin repurposer","tagline":"Repurpose existing content into a native LinkedIn post. Take a tweet, thread, YouTube video, blog, or newsletter and rebuild it for LinkedIn: re-hook before the fold, expand to the 900 to 1300 char sweet spot, add whitespace and a CTA, move links to the first comment, run the humanizer, publish via Publora on approval. Not for writing from scratch (use linkedin-post-writer), not for auditing a draft (use linkedin-humanizer --mode audit).","author":"sergebulaev","license":"MIT","stars":3059,"dept":"media","deptName":"Content creator","task":"media/repurpose-content","taskName":"Repurposing","hay":"linkedin repurposer repurpose existing content into a native linkedin post. take a tweet, thread, youtube video, blog, or newsletter and rebuild it for linkedin: re-hook before the fold, expand to the 900 to 1300 char sweet spot, add whitespace and a cta, move links to the first comment, run the humanizer, publish via publora on approval. not for writing from scratch (use linkedin-post-writer), not for auditing a draft (use linkedin-humanizer --mode audit). linkedin-repurposer marketing "},{"slug":"linkedin-rules-explainer","kind":"skill","name":"Linkedin rules explainer","tagline":"The educational backbone for the humanizer package. Every rule in linkedin-humanizer came from somewhere — Wikipedia's \"Signs of AI…","author":"sergebulaev","license":"MIT","stars":3059,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"linkedin rules explainer the educational backbone for the humanizer package. every rule in linkedin-humanizer came from somewhere — wikipedia's \"signs of ai… linkedin-rules-explainer marketing "},{"slug":"linkedin-thread-monitor","kind":"skill","name":"Linkedin thread monitor","tagline":"Track which of your LinkedIn comments earned author replies. Flags the 6-24h warm-reply window where thread momentum peaks, classifies threads as hot/warm/cool/dormant, and routes warm ones to linkedin-reply-handler for follow-up drafts. Powered by Apify, no LinkedIn login. Triggers on \"what threads need follow-up\", \"author replied\", \"monitor my comments\". Not for analyzing likers on a post (use linkedin-engager-analytics).","author":"sergebulaev","license":"MIT","stars":3059,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"linkedin thread monitor track which of your linkedin comments earned author replies. flags the 6-24h warm-reply window where thread momentum peaks, classifies threads as hot/warm/cool/dormant, and routes warm ones to linkedin-reply-handler for follow-up drafts. powered by apify, no linkedin login. triggers on \"what threads need follow-up\", \"author replied\", \"monitor my comments\". not for analyzing likers on a post (use linkedin-engager-analytics). linkedin-thread-monitor marketing "},{"slug":"scrub-rules-v3-tiered-regex-replacements-density","kind":"skill","name":"Scrub Rules — V3 Tiered (Regex + Replacements + Density)","tagline":"V3 (2026-09): rules recalibrated on 2026 evidence. Vocabulary is scored by density per paragraph, not deleted per word. Em dashes are…","author":"sergebulaev","license":"MIT","stars":3059,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"scrub rules — v3 tiered (regex + replacements + density) v3 (2026-09): rules recalibrated on 2026 evidence. vocabulary is scored by density per paragraph, not deleted per word. em dashes are… scrub-rules-v3-tiered-regex-replacements-density marketing "},{"slug":"sub-skill-build-update-the-voice-brand-profile","kind":"skill","name":"Sub-skill: Build / update the Voice & Brand Profile","tagline":"Builds or refreshes ../../../references/voice-profile.md so every writing skill in","author":"sergebulaev","license":"MIT","stars":3059,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"sub-skill: build / update the voice & brand profile builds or refreshes ../../../references/voice-profile.md so every writing skill in sub-skill-build-update-the-voice-brand-profile marketing "},{"slug":"supported-ai-detectors","kind":"skill","name":"Supported AI detectors","tagline":"Five primary detectors plus optional extras. Each entry covers: API endpoint, auth, known accuracy issues, and the citation that documents…","author":"sergebulaev","license":"MIT","stars":3059,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"supported ai detectors five primary detectors plus optional extras. each entry covers: api endpoint, auth, known accuracy issues, and the citation that documents… supported-ai-detectors marketing "},{"slug":"tier-rationale-why-three-modes-exist","kind":"skill","name":"Tier Rationale — Why Three Modes Exist","tagline":"V1 of this humanizer applied every rule equally. We learned that some rules catch real AI output and some catch good human writing. V2…","author":"sergebulaev","license":"MIT","stars":3059,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"tier rationale — why three modes exist v1 of this humanizer applied every rule equally. we learned that some rules catch real ai output and some catch good human writing. v2… tier-rationale-why-three-modes-exist marketing "},{"slug":"voice-fingerprint-preserving-the-user-s-voice-while-scrubbing","kind":"skill","name":"Voice Fingerprint — Preserving the user's voice while scrubbing","tagline":"The humanizer is destructive by design. Every pass deletes or substitutes tokens. That's fine for AI tells. It's a bug for the user's…","author":"sergebulaev","license":"MIT","stars":3059,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"voice fingerprint — preserving the user's voice while scrubbing the humanizer is destructive by design. every pass deletes or substitutes tokens. that's fine for ai tells. it's a bug for the user's… voice-fingerprint-preserving-the-user-s-voice-while-scrubbing marketing "},{"slug":"ian-xiaohei-svg-motion","kind":"skill","name":"Ian xiaohei SVG motion","tagline":"Create Ian Xiaohei-style HTML/SVG motion illustrations for Chinese articles, scripts, storyboard scenes, workflow explanations, concept metaphors, and short video visual aids. Use when the user asks for 小黑 SVG、漫画感 HTML、分层 SVG 动效、把小黑生图做成 HTML/SVG、可编辑矢量动效、口播流程动画、手绘漫画动效、正文配图动画, or wants a Xiaohei illustration style adapted into controllable HTML/SVG/GSAP output instead of raster image generation.","author":"Agentchengfeng","license":"Apache-2.0","stars":3005,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"ian xiaohei svg motion create ian xiaohei-style html/svg motion illustrations for chinese articles, scripts, storyboard scenes, workflow explanations, concept metaphors, and short video visual aids. use when the user asks for 小黑 svg、漫画感 html、分层 svg 动效、把小黑生图做成 html/svg、可编辑矢量动效、口播流程动画、手绘漫画动效、正文配图动画, or wants a xiaohei illustration style adapted into controllable html/svg/gsap output instead of raster image generation. ian-xiaohei-svg-motion creator "},{"slug":"audience-mapper","kind":"skill","name":"Audience mapper","tagline":"Use when the user asks to \"analyze my target audience\", \"build an audience profile for influencer targeting\", \"research a niche community\", or \"deep-dive a subculture before partnering with creators\"; in audience mode produces demographic/psychographic profiles, a platform-priority matrix, named personas, and an influencer-selection criteria set, and in niche mode produces a community map, culture decode (language/norms/taboos), key-voice tiers, a Brand Fit Score, and a phased entry strategy. Not for finding specific creators to contract — use influencer-discovery; not for scoring a shortlist on Suitability — use fit-scorer. 目标受众画像/人群分析 · 细分社群/亚文化调研","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/partner-influencer","taskName":"Partners & influencers","hay":"audience mapper use when the user asks to \"analyze my target audience\", \"build an audience profile for influencer targeting\", \"research a niche community\", or \"deep-dive a subculture before partnering with creators\"; in audience mode produces demographic/psychographic profiles, a platform-priority matrix, named personas, and an influencer-selection criteria set, and in niche mode produces a community map, culture decode (language/norms/taboos), key-voice tiers, a brand fit score, and a phased entry strategy. not for finding specific creators to contract — use influencer-discovery; not for scoring a shortlist on suitability — use fit-scorer. 目标受众画像/人群分析 · 细分社群/亚文化调研 audience-mapper marketing "},{"slug":"audience-segment-builder","kind":"skill","name":"Audience segment builder","tagline":"Use when the user asks to \"build audience segments from my customer list\", \"make value-based / lookalike seed lists\", \"set up exclusion / suppression segments\", or \"map audiences to funnel stages across platforms\"; turns the user''s OWN customer/CRM/GA4 export into seed audiences, value-based lookalike SEED lists, exclusion/suppression segments, and a cross-platform funnel-stage targeting map, informing the ROAS A (Audience) dimension. Not for building account structure or match types — use campaign-architect; not for organic SERP intent — use keyword-research. 付费广告受众分群/种子人群/排除人群/相似人群种子","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"audience segment builder use when the user asks to \"build audience segments from my customer list\", \"make value-based / lookalike seed lists\", \"set up exclusion / suppression segments\", or \"map audiences to funnel stages across platforms\"; turns the user''s own customer/crm/ga4 export into seed audiences, value-based lookalike seed lists, exclusion/suppression segments, and a cross-platform funnel-stage targeting map, informing the roas a (audience) dimension. not for building account structure or match types — use campaign-architect; not for organic serp intent — use keyword-research. 付费广告受众分群/种子人群/排除人群/相似人群种子 audience-segment-builder uncategorised "},{"slug":"brand-language-codifier","kind":"skill","name":"Brand language codifier","tagline":"Use when the user asks to \"codify our brand voice\", \"define naming rules for our products and tiers\", or \"write the tone-of-voice guide with banned phrases\"; produces the brand-level voice canon (register, tone spectrum, banned-phrase list, few-shot examples drawn only from the brand''s own published material) and the naming tax (product / feature / tier naming rules plus approved and banned terms) that seeds the narrative-registry canon and that every channel''s voice adaptation points up to. Not for per-platform voice adaptation — use channel-registry''s voice-dossier; not for finished copy or blog posts — use content-writer; not for the message hierarchy itself — use message-system-architect; not for claim adjudication — use offer-claims-registry. 品牌语气/词汇表/命名税/禁用词/品牌语言规范","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"brand language codifier use when the user asks to \"codify our brand voice\", \"define naming rules for our products and tiers\", or \"write the tone-of-voice guide with banned phrases\"; produces the brand-level voice canon (register, tone spectrum, banned-phrase list, few-shot examples drawn only from the brand''s own published material) and the naming tax (product / feature / tier naming rules plus approved and banned terms) that seeds the narrative-registry canon and that every channel''s voice adaptation points up to. not for per-platform voice adaptation — use channel-registry''s voice-dossier; not for finished copy or blog posts — use content-writer; not for the message hierarchy itself — use message-system-architect; not for claim adjudication — use offer-claims-registry. 品牌语气/词汇表/命名税/禁用词/品牌语言规范 brand-language-codifier uncategorised "},{"slug":"budget-optimizer-aaron-he-zhu","kind":"skill","name":"Budget optimizer","tagline":"Use when the user asks to \"allocate my influencer budget\", \"optimize spend across tiers\", or \"compare budget scenarios\"; produces a tier/platform/content allocation table, ROI and CPM/CPE projections, scenario comparisons, and mid-campaign reallocation moves. Not for building the full campaign plan — use campaign-planner. 达人预算分配/投放预算优化","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"budget optimizer use when the user asks to \"allocate my influencer budget\", \"optimize spend across tiers\", or \"compare budget scenarios\"; produces a tier/platform/content allocation table, roi and cpm/cpe projections, scenario comparisons, and mid-campaign reallocation moves. not for building the full campaign plan — use campaign-planner. 达人预算分配/投放预算优化 budget-optimizer-aaron-he-zhu business & ops "},{"slug":"campaign-planner","kind":"skill","name":"Campaign planner","tagline":"Use when the user asks to \"plan an influencer campaign\", \"build a campaign blueprint\", \"track or close a creator campaign\", or \"record a late campaign correction\"; produces the plan and, when requested, a non-canonical evidence tracker with scoped identity, publication, reconciliation, close, and reopen receipts. Not for individual creator briefs — use brief-generator; not for overall product launches without creators — use launch-tier-planner; not for sending, publishing, amplifying, or paying — use the owning execution workflow. 达人营销策划/种草方案/活动追踪与关账","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"campaign planner use when the user asks to \"plan an influencer campaign\", \"build a campaign blueprint\", \"track or close a creator campaign\", or \"record a late campaign correction\"; produces the plan and, when requested, a non-canonical evidence tracker with scoped identity, publication, reconciliation, close, and reopen receipts. not for individual creator briefs — use brief-generator; not for overall product launches without creators — use launch-tier-planner; not for sending, publishing, amplifying, or paying — use the owning execution workflow. 达人营销策划/种草方案/活动追踪与关账 campaign-planner uncategorised "},{"slug":"category-narrative-mapper","kind":"skill","name":"Category narrative mapper","tagline":"Use when the user asks to \"map the category narrative\", \"tear down how competitors tell their story\", or \"find the language conventions in our market\"; produces a category narrative map — the dominant stories and points of view in the category, its language conventions and framing clichés, and a per-competitor narrative teardown (arc, claimed onlyness, proof pattern) plus how each rival''s messaging has shifted over time (scraped copy vs archived copy). Not for the positioning canvas itself — use positioning-mapper; not for the beachhead''s beliefs and objections — use audience-belief-mapper; not for SERP keyword targeting — use keyword-research; not for claim adjudication — use offer-claims-registry. 品类叙事/竞争叙事拆解/语言惯例/叙事演变","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"category narrative mapper use when the user asks to \"map the category narrative\", \"tear down how competitors tell their story\", or \"find the language conventions in our market\"; produces a category narrative map — the dominant stories and points of view in the category, its language conventions and framing clichés, and a per-competitor narrative teardown (arc, claimed onlyness, proof pattern) plus how each rival''s messaging has shifted over time (scraped copy vs archived copy). not for the positioning canvas itself — use positioning-mapper; not for the beachhead''s beliefs and objections — use audience-belief-mapper; not for serp keyword targeting — use keyword-research; not for claim adjudication — use offer-claims-registry. 品类叙事/竞争叙事拆解/语言惯例/叙事演变 category-narrative-mapper creator "},{"slug":"channel-portfolio-planner","kind":"skill","name":"Channel portfolio planner","tagline":"Use when the user asks to \"pick which social channels to run\", \"should we be on X platform or 小红书\", or \"plan our organic social channel portfolio\"; produces an audience/objective-first portfolio with capability/access matrix, cadence-budget reality check, declared ECHO operating profile, boundary routing, and proposed-state registry events. Not for recording canonical channel facts — use channel-registry. 社媒渠道选择/渠道组合规划/平台能力矩阵/自然社媒","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"finance","deptName":"Finance","task":"finance/trade-model","taskName":"Trading models","hay":"channel portfolio planner use when the user asks to \"pick which social channels to run\", \"should we be on x platform or 小红书\", or \"plan our organic social channel portfolio\"; produces an audience/objective-first portfolio with capability/access matrix, cadence-budget reality check, declared echo operating profile, boundary routing, and proposed-state registry events. not for recording canonical channel facts — use channel-registry. 社媒渠道选择/渠道组合规划/平台能力矩阵/自然社媒 channel-portfolio-planner business & ops "},{"slug":"channel-registry","kind":"skill","name":"Channel registry","tagline":"Use when the user asks to register/query a social channel, record channel state, cadence, governance, voice adaptation, UGC permission, or advocacy facts; curates them through the append-only channels event stream and derived views. Not for ECHO scoring — use social-quality-auditor; not for channel selection — use channel-portfolio-planner. 渠道台账/账号档案/UGC授权记录","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"channel registry use when the user asks to register/query a social channel, record channel state, cadence, governance, voice adaptation, ugc permission, or advocacy facts; curates them through the append-only channels event stream and derived views. not for echo scoring — use social-quality-auditor; not for channel selection — use channel-portfolio-planner. 渠道台账/账号档案/ugc授权记录 channel-registry uncategorised "},{"slug":"cold-outbound-sequencer","kind":"skill","name":"Cold outbound sequencer","tagline":"Use when the user asks to \"build a B2B cold-outbound sequence\", \"design reply-triage branching\", \"plan a domain warmup / sending throttle\", or \"make my outbound CAN-SPAM / opt-in compliant\"; produces a multi-step outbound sequence with reply-triage branches (positive / objection / referral / not-now / opt-out), a warmup + send-throttle ramp schedule, jurisdiction opt-in/CAN-SPAM guardrails (guidance, not legal advice), and a SEND S-dimension read. Not for B2C lifecycle flows — use email-sequence-designer; not for the consent record — use consent-registry; not for computing EQS — use email-quality-auditor. B2B冷启动外联序列/回复分流/域名预热","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"cold outbound sequencer use when the user asks to \"build a b2b cold-outbound sequence\", \"design reply-triage branching\", \"plan a domain warmup / sending throttle\", or \"make my outbound can-spam / opt-in compliant\"; produces a multi-step outbound sequence with reply-triage branches (positive / objection / referral / not-now / opt-out), a warmup + send-throttle ramp schedule, jurisdiction opt-in/can-spam guardrails (guidance, not legal advice), and a send s-dimension read. not for b2c lifecycle flows — use email-sequence-designer; not for the consent record — use consent-registry; not for computing eqs — use email-quality-auditor. b2b冷启动外联序列/回复分流/域名预热 cold-outbound-sequencer uncategorised "},{"slug":"community-launch-runner","kind":"skill","name":"Community launch runner","tagline":"Use when the user asks to \"launch on Product Hunt / Hacker News\", \"prepare community or directory launch submissions\", or \"plan the launch submission waves\"; produces per-platform submission packages — a Product Hunt tagline / gallery / first-comment skeleton, a factual Show HN title and text, per-subreddit posts with a self-promotion rules table, tiered directory waves, and a regional channel matrix including Chinese communities — plus a platform red-line check (never solicit votes or organize voting rings) and T-0 submission-status lines for the launch registry. Not for paid amplification — use content-amplifier; not for creator channels — use campaign-planner; not for launch telemetry readouts — use launch-monitor; not for ongoing community presence or pre-launch karma-building outside the launch window — use participation-warmup-planner. 社区发布/PH提交包/Show HN/目录波次/平台红线/中文渠道","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"community launch runner use when the user asks to \"launch on product hunt / hacker news\", \"prepare community or directory launch submissions\", or \"plan the launch submission waves\"; produces per-platform submission packages — a product hunt tagline / gallery / first-comment skeleton, a factual show hn title and text, per-subreddit posts with a self-promotion rules table, tiered directory waves, and a regional channel matrix including chinese communities — plus a platform red-line check (never solicit votes or organize voting rings) and t-0 submission-status lines for the launch registry. not for paid amplification — use content-amplifier; not for creator channels — use campaign-planner; not for launch telemetry readouts — use launch-monitor; not for ongoing community presence or pre-launch karma-building outside the launch window — use participation-warmup-planner. 社区发布/ph提交包/show hn/目录波次/平台红线/中文渠道 community-launch-runner business & ops "},{"slug":"competitor-analysis-aaron-he-zhu","kind":"skill","name":"Competitor analysis","tagline":"Use when the user asks to \"analyze competitors\" or \"竞品分析\"; benchmarks competitor keywords, content, backlinks, AI citations, and traffic share into strengths, weaknesses, and an action plan. Not for a pairwise topic-coverage gap map — use content-gap-analysis. 竞品分析/竞争对手","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor analysis use when the user asks to \"analyze competitors\" or \"竞品分析\"; benchmarks competitor keywords, content, backlinks, ai citations, and traffic share into strengths, weaknesses, and an action plan. not for a pairwise topic-coverage gap map — use content-gap-analysis. 竞品分析/竞争对手 competitor-analysis-aaron-he-zhu business & ops "},{"slug":"competitor-tracker","kind":"skill","name":"Competitor tracker","tagline":"Use when the user asks to \"track competitor influencer marketing\", \"see who my rivals partner with\", or \"benchmark my influencer program\"; produces a competitor partnership roster, campaign and content-strategy breakdown, performance estimates, and a gap/opportunity list. Not for finding your own new creators — use influencer-discovery. 竞品达人合作追踪/竞品营销分析","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor tracker use when the user asks to \"track competitor influencer marketing\", \"see who my rivals partner with\", or \"benchmark my influencer program\"; produces a competitor partnership roster, campaign and content-strategy breakdown, performance estimates, and a gap/opportunity list. not for finding your own new creators — use influencer-discovery. 竞品达人合作追踪/竞品营销分析 competitor-tracker business & ops "},{"slug":"content-gap-analysis","kind":"skill","name":"Content gap analysis","tagline":"Use when the user asks to \"find content gaps\", \"竞品写了什么\", or \"还应该写什么\"; builds a competitor-relative coverage map of missing topics, keyword gaps, and editorial-calendar opportunities. Not for raw keyword demand discovery — use keyword-research. 内容缺口/选题规划","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"content gap analysis use when the user asks to \"find content gaps\", \"竞品写了什么\", or \"还应该写什么\"; builds a competitor-relative coverage map of missing topics, keyword gaps, and editorial-calendar opportunities. not for raw keyword demand discovery — use keyword-research. 内容缺口/选题规划 content-gap-analysis uncategorised "},{"slug":"content-quality-auditor","kind":"skill","name":"Content quality auditor","tagline":"Use when auditing content quality, E-E-A-T, or publish readiness; runs a typed 80-item CORE-EEAT profile with evidence coverage, veto checks, and a fix plan. Not for structural tags/headers alone — use on-page-seo-checker; not for domain/citation trust — use domain-authority-auditor. 内容质量/EEAT评分","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"content quality auditor use when auditing content quality, e-e-a-t, or publish readiness; runs a typed 80-item core-eeat profile with evidence coverage, veto checks, and a fix plan. not for structural tags/headers alone — use on-page-seo-checker; not for domain/citation trust — use domain-authority-auditor. 内容质量/eeat评分 content-quality-auditor marketing "},{"slug":"content-writer-aaron-he-zhu","kind":"skill","name":"Content writer","tagline":"Use when the user asks to \"write SEO content\", \"draft a blog post / landing page\", \"update outdated content\", or \"fix traffic/ranking decay\"; two modes — new drafts pages with keywords, headers, snippets, and evidence boundaries; refresh scores decay, prioritizes update work, and produces a republish plan with GEO guidance. Not for AI-citation/GEO readiness scoring — use geo-content-optimizer; not for publish-gate scoring — use content-quality-auditor. SEO文章写作/内容更新/排名恢复","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"content writer use when the user asks to \"write seo content\", \"draft a blog post / landing page\", \"update outdated content\", or \"fix traffic/ranking decay\"; two modes — new drafts pages with keywords, headers, snippets, and evidence boundaries; refresh scores decay, prioritizes update work, and produces a republish plan with geo guidance. not for ai-citation/geo readiness scoring — use geo-content-optimizer; not for publish-gate scoring — use content-quality-auditor. seo文章写作/内容更新/排名恢复 content-writer-aaron-he-zhu marketing "},{"slug":"contract-helper","kind":"skill","name":"Contract helper","tagline":"Use when the user asks to \"draft an influencer contract\", \"review these agreement terms\", or \"build a partnership template\"; produces a full influencer agreement framework (scope, compensation, usage rights, exclusivity, FTC disclosure), a clause-by-clause review with red flags, and a negotiation cheat sheet. Not for outreach negotiation before a deal exists — use outreach-manager. 达人合同/合作协议条款审查","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"legal","deptName":"Legal & compliance","task":"legal/draft-contract","taskName":"Contracts","hay":"contract helper use when the user asks to \"draft an influencer contract\", \"review these agreement terms\", or \"build a partnership template\"; produces a full influencer agreement framework (scope, compensation, usage rights, exclusivity, ftc disclosure), a clause-by-clause review with red flags, and a negotiation cheat sheet. not for outreach negotiation before a deal exists — use outreach-manager. 达人合同/合作协议条款审查 contract-helper business & ops "},{"slug":"conversion-value-mapper","kind":"skill","name":"Conversion value mapper","tagline":"Use when the user asks to \"set up conversion values so tROAS optimizes profit not orders\", \"map margin onto my purchase value\", \"build value rules for lead / phone / signup conversions\", or \"stop bidding to revenue when I care about profit\"; defines and QAs the conversion VALUE model — per-conversion values, margin/net-value adjustment, static-vs-dynamic value rules, proxy values for non-revenue actions, and a value-vs-count sanity check — as a value-model spec plus a pre-launch value QA sheet. Not for whether the tag fires or UTMs are clean — use conversion-signal-qa; not for cross-platform double-count de-dup — use attribution-reconciler; not for scoring R1/R2 — that is a scored veto in ad-account-auditor. 付费广告转化价值建模/利润出价/价值规则QA","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"conversion value mapper use when the user asks to \"set up conversion values so troas optimizes profit not orders\", \"map margin onto my purchase value\", \"build value rules for lead / phone / signup conversions\", or \"stop bidding to revenue when i care about profit\"; defines and qas the conversion value model — per-conversion values, margin/net-value adjustment, static-vs-dynamic value rules, proxy values for non-revenue actions, and a value-vs-count sanity check — as a value-model spec plus a pre-launch value qa sheet. not for whether the tag fires or utms are clean — use conversion-signal-qa; not for cross-platform double-count de-dup — use attribution-reconciler; not for scoring r1/r2 — that is a scored veto in ad-account-auditor. 付费广告转化价值建模/利润出价/价值规则qa conversion-value-mapper uncategorised "},{"slug":"creator-registry","kind":"skill","name":"Creator registry","tagline":"Use when the user asks \"what did we pay this creator last time\" or to \"update the creator roster\"; curates creator identity, rate, rights, exclusivity, compliance-event, and performance facts through the append-only creators event stream. Not for scoring fit — use fit-scorer; not for reviewing content — use creator-content-auditor. 创作者档案/达人名册","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"creator registry use when the user asks \"what did we pay this creator last time\" or to \"update the creator roster\"; curates creator identity, rate, rights, exclusivity, compliance-event, and performance facts through the append-only creators event stream. not for scoring fit — use fit-scorer; not for reviewing content — use creator-content-auditor. 创作者档案/达人名册 creator-registry uncategorised "},{"slug":"crisis-response-planner","kind":"skill","name":"Crisis response planner","tagline":"Use when the user asks to \"build our social crisis protocol\", \"mentions are exploding — what do we do first\", or \"when do we pause the posting queue\"; produces a 1-5 severity ladder with tunable Estimated trigger thresholds (mention-velocity multiples vs the 7-day listening baseline, sentiment flip, journalist/regulator contact, employee-conduct class), the first-mechanical-action rule — pause ALL scheduled posts AND paid amplification, with dated state markers dropped to the channels proposal protocol and reconciled post-incident — a pre-approved holding-statement library with committed update cadences, when-NOT-to-post rules, a spokesperson/approval matrix, and a post-crisis retro template; re-runs the social-quality-auditor pre-publish gate before un-pausing the queue. Not for email deliverability incidents (blocklist, spam-rate spikes) — use deliverability-qa; inside a launch window launch-day-conductor owns incident handling. 社媒危机预案/暂停队列/声明库/发言人矩阵","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/run-pr","taskName":"PR & reputation","hay":"crisis response planner use when the user asks to \"build our social crisis protocol\", \"mentions are exploding — what do we do first\", or \"when do we pause the posting queue\"; produces a 1-5 severity ladder with tunable estimated trigger thresholds (mention-velocity multiples vs the 7-day listening baseline, sentiment flip, journalist/regulator contact, employee-conduct class), the first-mechanical-action rule — pause all scheduled posts and paid amplification, with dated state markers dropped to the channels proposal protocol and reconciled post-incident — a pre-approved holding-statement library with committed update cadences, when-not-to-post rules, a spokesperson/approval matrix, and a post-crisis retro template; re-runs the social-quality-auditor pre-publish gate before un-pausing the queue. not for email deliverability incidents (blocklist, spam-rate spikes) — use deliverability-qa; inside a launch window launch-day-conductor owns incident handling. 社媒危机预案/暂停队列/声明库/发言人矩阵 crisis-response-planner marketing "},{"slug":"dark-social-attributor","kind":"skill","name":"Dark social attributor","tagline":"Use when the user asks to \"figure out where our direct traffic really comes from\", \"measure dark social\", \"add a how-did-you-hear-about-us field\", or \"show social drives signups without click data\"; produces a share-link/UTM hygiene spec for owned share surfaces, a self-reported attribution field design that replaces an existing form field (free-text first, coded later), a GA4 direct-traffic decomposition read (deep-URL directs, mobile-app skew, private-push correlation) with every derived number hard-labeled Estimated/proxy, and a branded-search-lift proxy from GSC plus Wikipedia pageviews — the declared dark-social method behind ECHO O2. Not for paid-channel attribution reconciliation (platform-claimed vs analytics conversions) — use attribution-reconciler. 暗社交归因/直接流量分解/自报来源字段/分享链路UTM","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/measure-marketing","taskName":"Attribution","hay":"dark social attributor use when the user asks to \"figure out where our direct traffic really comes from\", \"measure dark social\", \"add a how-did-you-hear-about-us field\", or \"show social drives signups without click data\"; produces a share-link/utm hygiene spec for owned share surfaces, a self-reported attribution field design that replaces an existing form field (free-text first, coded later), a ga4 direct-traffic decomposition read (deep-url directs, mobile-app skew, private-push correlation) with every derived number hard-labeled estimated/proxy, and a branded-search-lift proxy from gsc plus wikipedia pageviews — the declared dark-social method behind echo o2. not for paid-channel attribution reconciliation (platform-claimed vs analytics conversions) — use attribution-reconciler. 暗社交归因/直接流量分解/自报来源字段/分享链路utm dark-social-attributor marketing "},{"slug":"deliverability-qa","kind":"skill","name":"Deliverability QA","tagline":"Use when the user asks to \"run a deliverability pre-flight before I send\", \"check my SPF/DKIM/DMARC/BIMI\", \"why am I landing in spam / promotions\", or \"score my sender reputation and list hygiene\"; runs the ONE-TIME pre-send SEND S1 authentication pre-flight and builds the SEND S (Sender-integrity / Deliverability) evidence read — DNS + DMARC-RUA auth, domain/IP reputation, inbox placement, content/link/render, and point-in-time bounce/complaint hygiene — using Pass/Partial/Fail/Unknown/N/A states and scoring only at complete applicable coverage. Not for the recurring hygiene trend — use list-hygiene-monitor; not for final EQS or veto verdicts — use email-quality-auditor; not for segments/suppression lists — use list-segment-builder. 邮件送达率预检/SPF DKIM DMARC认证/发件域声誉","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"deliverability qa use when the user asks to \"run a deliverability pre-flight before i send\", \"check my spf/dkim/dmarc/bimi\", \"why am i landing in spam / promotions\", or \"score my sender reputation and list hygiene\"; runs the one-time pre-send send s1 authentication pre-flight and builds the send s (sender-integrity / deliverability) evidence read — dns + dmarc-rua auth, domain/ip reputation, inbox placement, content/link/render, and point-in-time bounce/complaint hygiene — using pass/partial/fail/unknown/n/a states and scoring only at complete applicable coverage. not for the recurring hygiene trend — use list-hygiene-monitor; not for final eqs or veto verdicts — use email-quality-auditor; not for segments/suppression lists — use list-segment-builder. 邮件送达率预检/spf dkim dmarc认证/发件域声誉 deliverability-qa marketing "},{"slug":"domain-authority-auditor","kind":"skill","name":"Domain authority auditor","tagline":"Use when auditing domain authority, trust, or citation credibility; runs a peer-relative 40-item CITE profile with evidence coverage and verified manipulation/penalty veto checks. Not for page-level content quality — use content-quality-auditor; not for backlink profiling alone — use offsite-signal-analyzer. 域名权威/网站可信度","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"domain authority auditor use when auditing domain authority, trust, or citation credibility; runs a peer-relative 40-item cite profile with evidence coverage and verified manipulation/penalty veto checks. not for page-level content quality — use content-quality-auditor; not for backlink profiling alone — use offsite-signal-analyzer. 域名权威/网站可信度 domain-authority-auditor uncategorised "},{"slug":"dynamic-content-personalizer","kind":"skill","name":"Dynamic content personalizer","tagline":"Use when the user asks to \"personalize the email\", \"add merge tags / dynamic content\", \"set up conditional blocks per segment\", or \"make first-name and product-recommendation fields fall back safely\"; produces a merge-tag map with per-tag fallbacks, conditional-block rules with per-segment variations, a fallback-safety audit, and a PII guard on what may render, informing the SEND E (Engagement/personalization) dimension. Not for building the segments — use list-segment-builder; not for writing the base copy — use email-creative-builder; not for scoring EQS or running vetoes — use email-quality-auditor. 邮件个性化/合并标签/条件内容块/兜底默认值","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"dynamic content personalizer use when the user asks to \"personalize the email\", \"add merge tags / dynamic content\", \"set up conditional blocks per segment\", or \"make first-name and product-recommendation fields fall back safely\"; produces a merge-tag map with per-tag fallbacks, conditional-block rules with per-segment variations, a fallback-safety audit, and a pii guard on what may render, informing the send e (engagement/personalization) dimension. not for building the segments — use list-segment-builder; not for writing the base copy — use email-creative-builder; not for scoring eqs or running vetoes — use email-quality-auditor. 邮件个性化/合并标签/条件内容块/兜底默认值 dynamic-content-personalizer uncategorised "},{"slug":"early-access-designer","kind":"skill","name":"Early access designer","tagline":"Use when the user asks to \"design an early access program\", \"set up a waitlist and beta stages\", or \"define beta graduation criteria\"; produces a waitlist→concept→alpha→beta→GA stage ladder with per-stage purpose and opt-in semantics, quantified graduation criteria per stage (labeled Estimated), a cohort-gating and invite-throttling plan, tester recruitment with launch-day social-proof prep, a feedback-loop spec where every status change notifies its subscribers, and a referral-loop mechanism spec (invite codes, anti-abuse). Not for waitlist acquisition strategy or the capture-flow spec — use list-growth-designer; not for the canonical stage record — use launch-registry. waitlist/内测阶梯/抢先体验/毕业标准/反馈闭环","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"early access designer use when the user asks to \"design an early access program\", \"set up a waitlist and beta stages\", or \"define beta graduation criteria\"; produces a waitlist→concept→alpha→beta→ga stage ladder with per-stage purpose and opt-in semantics, quantified graduation criteria per stage (labeled estimated), a cohort-gating and invite-throttling plan, tester recruitment with launch-day social-proof prep, a feedback-loop spec where every status change notifies its subscribers, and a referral-loop mechanism spec (invite codes, anti-abuse). not for waitlist acquisition strategy or the capture-flow spec — use list-growth-designer; not for the canonical stage record — use launch-registry. waitlist/内测阶梯/抢先体验/毕业标准/反馈闭环 early-access-designer business & ops "},{"slug":"email-render-builder","kind":"skill","name":"Email render builder","tagline":"Use when the user asks to \"build the email HTML\", \"make this email responsive\", \"fix dark-mode rendering\", or \"QA the email across clients\"; produces the coded HTML build — a responsive table layout, dark-mode + accessibility pass, a client-render matrix, image-block fallbacks, and a plain-text parity check. Not for writing the copy — use email-creative-builder; not for scoring the email or computing EQS — use email-quality-auditor. 邮件HTML/响应式邮件/暗色模式渲染","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"email render builder use when the user asks to \"build the email html\", \"make this email responsive\", \"fix dark-mode rendering\", or \"qa the email across clients\"; produces the coded html build — a responsive table layout, dark-mode + accessibility pass, a client-render matrix, image-block fallbacks, and a plain-text parity check. not for writing the copy — use email-creative-builder; not for scoring the email or computing eqs — use email-quality-auditor. 邮件html/响应式邮件/暗色模式渲染 email-render-builder coding "},{"slug":"engagement-inbox-manager","kind":"skill","name":"Engagement inbox manager","tagline":"Use when the user asks to \"triage our comments, DMs, and mentions\", \"draft replies to this thread\", \"can we repost this fan post\", or \"set up inbox SLAs and an escalation path\"; produces a ranked triage queue with register detection (sincere / ironic / performative / parasocial, sentiment-inversion table included — \"this is so bad\" under a comedy register is praise), a commenter taxonomy (troll monitor-only / rager / misguided / unhappy-customer / advocate) with a response-tier ladder and per-channel SLAs, an escalation matrix ending at the crisis path, a moderation ladder plus house rules for owned spaces, and a UGC curation-and-rights mode whose dated permission entries route to the channel registry — every reply is a ranked DRAFT a human posts; nothing is ever auto-sent. Not for launch-window feedback triage — use launch-feedback-synthesizer. 评论私信提及分诊/语域识别/回复草稿/UGC授权","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"engagement inbox manager use when the user asks to \"triage our comments, dms, and mentions\", \"draft replies to this thread\", \"can we repost this fan post\", or \"set up inbox slas and an escalation path\"; produces a ranked triage queue with register detection (sincere / ironic / performative / parasocial, sentiment-inversion table included — \"this is so bad\" under a comedy register is praise), a commenter taxonomy (troll monitor-only / rager / misguided / unhappy-customer / advocate) with a response-tier ladder and per-channel slas, an escalation matrix ending at the crisis path, a moderation ladder plus house rules for owned spaces, and a ugc curation-and-rights mode whose dated permission entries route to the channel registry — every reply is a ranked draft a human posts; nothing is ever auto-sent. not for launch-window feedback triage — use launch-feedback-synthesizer. 评论私信提及分诊/语域识别/回复草稿/ugc授权 engagement-inbox-manager business & ops "},{"slug":"entity-registry","kind":"skill","name":"Entity registry","tagline":"Use when the user asks to \"optimize entity presence\", reconcile an entity identity, or update canonical Knowledge Graph facts; audits and maintains machine-facing identity, sameAs, schema, disambiguation, and AI-recognition evidence through the entities registry. Not for page-level AI-citation readiness - use geo-content-optimizer; not for human-facing brand canon - use narrative-registry. 实体注册/知识图谱","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"entity registry use when the user asks to \"optimize entity presence\", reconcile an entity identity, or update canonical knowledge graph facts; audits and maintains machine-facing identity, sameas, schema, disambiguation, and ai-recognition evidence through the entities registry. not for page-level ai-citation readiness - use geo-content-optimizer; not for human-facing brand canon - use narrative-registry. 实体注册/知识图谱 entity-registry uncategorised "},{"slug":"fatigue-frequency-manager","kind":"skill","name":"Fatigue frequency manager","tagline":"Use when the user asks to \"is my ad fatiguing\", \"why is CTR dropping at scale\", or \"should I rotate creative / widen the audience\"; reads frequency, CTR and CVR decay against an early-flight baseline and returns Rotate-creative / Widen-audience / Hold triggers with a per-ad-set fatigue read. Not for building the replacement creative — use ad-creative-builder; not for the RQS score or vetoes — use ad-account-auditor. 广告疲劳检测/频次管理/换素材还是扩人群","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"media","deptName":"Content creator","task":"media/grow-channel","taskName":"Channel growth","hay":"fatigue frequency manager use when the user asks to \"is my ad fatiguing\", \"why is ctr dropping at scale\", or \"should i rotate creative / widen the audience\"; reads frequency, ctr and cvr decay against an early-flight baseline and returns rotate-creative / widen-audience / hold triggers with a per-ad-set fatigue read. not for building the replacement creative — use ad-creative-builder; not for the rqs score or vetoes — use ad-account-auditor. 广告疲劳检测/频次管理/换素材还是扩人群 fatigue-frequency-manager creator "},{"slug":"fit-scorer","kind":"skill","name":"Fit scorer","tagline":"Use when the user asks to \"score this influencer\", \"rank these creators for our campaign\", or \"tell me which influencer is the best fit\"; produces the typed STAR Suitability (S) read plus a separately labeled campaign-fit ranking without mixing campaign-specific commercial fit into the Suitability read. Not for finding new influencers — use influencer-discovery; not for sending outreach — use outreach-manager. 达人适配度评分/创作者筛选排名","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/partner-influencer","taskName":"Partners & influencers","hay":"fit scorer use when the user asks to \"score this influencer\", \"rank these creators for our campaign\", or \"tell me which influencer is the best fit\"; produces the typed star suitability (s) read plus a separately labeled campaign-fit ranking without mixing campaign-specific commercial fit into the suitability read. not for finding new influencers — use influencer-discovery; not for sending outreach — use outreach-manager. 达人适配度评分/创作者筛选排名 fit-scorer marketing "},{"slug":"geo-content-optimizer","kind":"skill","name":"GEO content optimizer","tagline":"Use when the user asks to \"optimize for AI citations\"; improves citation readiness for ChatGPT, Perplexity, AI Overviews, Gemini, and Claude. Not for structural on-page SEO — use on-page-seo-checker; not for net-new drafting — use content-writer. AI引用优化/GEO优化/AI搜索","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"geo content optimizer use when the user asks to \"optimize for ai citations\"; improves citation readiness for chatgpt, perplexity, ai overviews, gemini, and claude. not for structural on-page seo — use on-page-seo-checker; not for net-new drafting — use content-writer. ai引用优化/geo优化/ai搜索 geo-content-optimizer marketing "},{"slug":"inbox-placement-monitor","kind":"skill","name":"Inbox placement monitor","tagline":"Use when the user asks to \"track where my emails are actually landing after I send\", \"read my seed-list inbox vs spam vs promotions results\", \"trend my Gmail Postmaster / Microsoft SNDS reputation\", or \"did placement drop after my last send\"; produces a per-provider inbox/spam/promotions placement read, a domain/IP reputation trend from Postmaster + SNDS, a send-over-send delta with named regressions, and a reusable SEND-S placement snapshot on your own exported telemetry. Not for the pre-send SPF/DKIM/DMARC auth pre-flight — use deliverability-qa; not for computing the EQS or running the vetoes — use email-quality-auditor. 邮件收件箱落点监测/收件箱vs垃圾邮件/Postmaster声誉趋势","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"inbox placement monitor use when the user asks to \"track where my emails are actually landing after i send\", \"read my seed-list inbox vs spam vs promotions results\", \"trend my gmail postmaster / microsoft snds reputation\", or \"did placement drop after my last send\"; produces a per-provider inbox/spam/promotions placement read, a domain/ip reputation trend from postmaster + snds, a send-over-send delta with named regressions, and a reusable send-s placement snapshot on your own exported telemetry. not for the pre-send spf/dkim/dmarc auth pre-flight — use deliverability-qa; not for computing the eqs or running the vetoes — use email-quality-auditor. 邮件收件箱落点监测/收件箱vs垃圾邮件/postmaster声誉趋势 inbox-placement-monitor business & ops "},{"slug":"influencer-discovery","kind":"skill","name":"Influencer discovery","tagline":"Use when the user asks to \"find influencers\", \"build an influencer list\", or \"discover creators in [niche]\"; produces a multi-platform candidate pool, per-influencer evidence profiles, authenticity red-flag screening, and a Fit-readiness queue without action ranking. Not for STAR scoring or ranking a known shortlist — use fit-scorer. 达人挖掘/找达人/创作者名单","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/partner-influencer","taskName":"Partners & influencers","hay":"influencer discovery use when the user asks to \"find influencers\", \"build an influencer list\", or \"discover creators in [niche]\"; produces a multi-platform candidate pool, per-influencer evidence profiles, authenticity red-flag screening, and a fit-readiness queue without action ranking. not for star scoring or ranking a known shortlist — use fit-scorer. 达人挖掘/找达人/创作者名单 influencer-discovery marketing "},{"slug":"keyword-research-aaron-he-zhu","kind":"skill","name":"Keyword research","tagline":"Use when the user asks to \"find keywords\", \"挖词\", or \"搜什么词\"; prioritizes search volume, keyword difficulty, intent, and topic clusters from provided or connected data. Not for competitor-relative coverage gaps — use content-gap-analysis. 关键词研究/内容选题","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"keyword research use when the user asks to \"find keywords\", \"挖词\", or \"搜什么词\"; prioritizes search volume, keyword difficulty, intent, and topic clusters from provided or connected data. not for competitor-relative coverage gaps — use content-gap-analysis. 关键词研究/内容选题 keyword-research-aaron-he-zhu marketing "},{"slug":"landing-experience-checker","kind":"skill","name":"Landing experience checker","tagline":"Use when the user asks to \"pre-launch check the landing page\", \"run a Quality-Score preflight\", or \"verify ad-to-page message match before launch\"; produces an ad↔page continuity report — message-match gaps, above-the-fold check, page-speed read, form-friction count, mobile-render flags — as a pass/fix punch list. Not for redesigning or rewriting the page — use landing-optimizer; not for scoring the account or the RQS — use ad-account-auditor. 落地页体验预检/广告落地页一致性检查","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"landing experience checker use when the user asks to \"pre-launch check the landing page\", \"run a quality-score preflight\", or \"verify ad-to-page message match before launch\"; produces an ad↔page continuity report — message-match gaps, above-the-fold check, page-speed read, form-friction count, mobile-render flags — as a pass/fix punch list. not for redesigning or rewriting the page — use landing-optimizer; not for scoring the account or the rqs — use ad-account-auditor. 落地页体验预检/广告落地页一致性检查 landing-experience-checker business & ops "},{"slug":"launch-day-conductor","kind":"skill","name":"Launch day conductor","tagline":"Use when the user asks to \"run my launch day\", \"build a launch day runbook / war room\", or \"decide CONTINUE or ROLLBACK after the push\"; produces a pre-conditions gate check (launch-readiness-auditor SHIP verdict + the authoritative date in launch-registry — missing either stops the skill), a dated hour-blocked runbook with owners (morning irreversible pushes, daytime monitoring loop, evening consolidation), a forced observation-window verdict after every irreversible action against pre-declared kill criteria, a P0-P3 incident ladder with rollback playbooks, and T-0 status lines for the registry proposal protocol. Not for channel submission content and platform rules — use community-launch-runner; not for media replies — use press-media-relations. 发布日runbook/作战室/观察窗/回滚裁决/发布日指挥","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"launch day conductor use when the user asks to \"run my launch day\", \"build a launch day runbook / war room\", or \"decide continue or rollback after the push\"; produces a pre-conditions gate check (launch-readiness-auditor ship verdict + the authoritative date in launch-registry — missing either stops the skill), a dated hour-blocked runbook with owners (morning irreversible pushes, daytime monitoring loop, evening consolidation), a forced observation-window verdict after every irreversible action against pre-declared kill criteria, a p0-p3 incident ladder with rollback playbooks, and t-0 status lines for the registry proposal protocol. not for channel submission content and platform rules — use community-launch-runner; not for media replies — use press-media-relations. 发布日runbook/作战室/观察窗/回滚裁决/发布日指挥 launch-day-conductor business & ops "},{"slug":"launch-feedback-synthesizer","kind":"skill","name":"Launch feedback synthesizer","tagline":"Use when the user asks to \"triage launch feedback\", \"cluster reviews, comments, and board posts into themes\", or \"set up a you asked, we shipped loop\"; produces a feedback theme digest (frequency, severity, representative quotes per theme), an open→planned→started→completed/declined status loop with duplicate-merge and notification rules, shipped-change announcement material, and a compliant social-proof harvest protocol (never incentivized store reviews). Not for repurposing or amplifying the harvested proof — use content-amplifier; not for executing testimonial outreach threads — use outreach-manager. 反馈分诊/状态环/社证收割/评测合规","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"launch feedback synthesizer use when the user asks to \"triage launch feedback\", \"cluster reviews, comments, and board posts into themes\", or \"set up a you asked, we shipped loop\"; produces a feedback theme digest (frequency, severity, representative quotes per theme), an open→planned→started→completed/declined status loop with duplicate-merge and notification rules, shipped-change announcement material, and a compliant social-proof harvest protocol (never incentivized store reviews). not for repurposing or amplifying the harvested proof — use content-amplifier; not for executing testimonial outreach threads — use outreach-manager. 反馈分诊/状态环/社证收割/评测合规 launch-feedback-synthesizer business & ops "},{"slug":"launch-monitor-aaron-he-zhu","kind":"skill","name":"Launch monitor","tagline":"Use when the user asks to \"monitor my launch\", \"track our Product Hunt / Hacker News ranking\", or \"watch the launch window\"; runs the T-0 to T+30 window watch — pre-launch instrumentation verification (UTM/event checks, the upstream of RAMP P1), HN rank/points/comments polling with a comments-over-points flamewar early-warning (Estimated heuristic), PH votes/featured status, store charts and reviews, news echo, D0/W1/M1 KPI snapshots vs targets, spike-vs-sustain and owned-capture reads, and alert thresholds against the launch-tier KPI targets. Not for launch-day go/rollback calls — use launch-day-conductor; not for metric deep-dives — use performance-analyzer; not for SEO rank tracking — use rank-tracker. 发布监控/排名轮询/火焰战比/spike-sustain","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"launch monitor use when the user asks to \"monitor my launch\", \"track our product hunt / hacker news ranking\", or \"watch the launch window\"; runs the t-0 to t+30 window watch — pre-launch instrumentation verification (utm/event checks, the upstream of ramp p1), hn rank/points/comments polling with a comments-over-points flamewar early-warning (estimated heuristic), ph votes/featured status, store charts and reviews, news echo, d0/w1/m1 kpi snapshots vs targets, spike-vs-sustain and owned-capture reads, and alert thresholds against the launch-tier kpi targets. not for launch-day go/rollback calls — use launch-day-conductor; not for metric deep-dives — use performance-analyzer; not for seo rank tracking — use rank-tracker. 发布监控/排名轮询/火焰战比/spike-sustain launch-monitor-aaron-he-zhu business & ops "},{"slug":"launch-retro-analyzer","kind":"skill","name":"Launch retro analyzer","tagline":"Use when the user asks to \"run a launch retro / post-mortem\", \"compare launch results vs targets by channel\", or \"decide what to keep or kill for the next launch\"; produces a structured D1/W1/M1 retrospective — a per-channel actual-vs-target table (UTM-attributed own analytics as the truth column, platform self-reported numbers as reference, every figure labeled Measured / User-provided / Estimated), a 5-Whys chain on the single largest miss, keep / kill / change decisions per channel, 3-5 actionable learnings for the next launch, and an outcome snapshot submitted to the launch registry. Not for return math (CPA / ROI) — use roi-calculator; not for the stakeholder-facing report writeup — use report-generator; not for a metric deep-dive — use performance-analyzer. 发布复盘/渠道归因/5-Whys/keep-kill","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"launch retro analyzer use when the user asks to \"run a launch retro / post-mortem\", \"compare launch results vs targets by channel\", or \"decide what to keep or kill for the next launch\"; produces a structured d1/w1/m1 retrospective — a per-channel actual-vs-target table (utm-attributed own analytics as the truth column, platform self-reported numbers as reference, every figure labeled measured / user-provided / estimated), a 5-whys chain on the single largest miss, keep / kill / change decisions per channel, 3-5 actionable learnings for the next launch, and an outcome snapshot submitted to the launch registry. not for return math (cpa / roi) — use roi-calculator; not for the stakeholder-facing report writeup — use report-generator; not for a metric deep-dive — use performance-analyzer. 发布复盘/渠道归因/5-whys/keep-kill launch-retro-analyzer business & ops "},{"slug":"launch-tier-planner","kind":"skill","name":"Launch tier planner","tagline":"Use when the user asks to \"plan my launch tier\", \"how big should this launch be\", or \"build a launch risk register with kill criteria\"; produces a tier decision (Tier 1 flagship all-channel / Tier 2 targeted / Tier 3 changelog-level), a launch-type declaration (new-product / feature / relaunch / partnership with co-marketing split), an effort calibration matrix (tier to channel intensity and asset scope), D0/W1/M1 KPI targets (labeled Estimated), a risk register (likelihood x blast-radius, owners, mitigations, kill criteria / rollback thresholds), and a T-8w to T+4w timeline skeleton. Not for picking the launch date or window — use launch-window-planner; not for creator-channel launch campaigns — use campaign-planner. 发布分级/发布类型/风险登记册/kill criteria","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"launch tier planner use when the user asks to \"plan my launch tier\", \"how big should this launch be\", or \"build a launch risk register with kill criteria\"; produces a tier decision (tier 1 flagship all-channel / tier 2 targeted / tier 3 changelog-level), a launch-type declaration (new-product / feature / relaunch / partnership with co-marketing split), an effort calibration matrix (tier to channel intensity and asset scope), d0/w1/m1 kpi targets (labeled estimated), a risk register (likelihood x blast-radius, owners, mitigations, kill criteria / rollback thresholds), and a t-8w to t+4w timeline skeleton. not for picking the launch date or window — use launch-window-planner; not for creator-channel launch campaigns — use campaign-planner. 发布分级/发布类型/风险登记册/kill criteria launch-tier-planner business & ops "},{"slug":"launch-window-planner","kind":"skill","name":"Launch window planner","tagline":"Use when the user asks to \"pick a launch date\", \"plan the launch window\", or \"set the embargo and lift time\"; produces a candidate-window comparison table (conflict / tailwind / risk per window) built from industry-event cycles and the competitor launch calendar, a launch-week vs rolling-release format call, store-review buffer padding (labeled Estimated), and an embargo window definition (lift moment + timezone) submitted to the launch registry as a candidate. Not for judging the cultural moment itself — use trend-spotter; not for launch-day execution — use launch-day-conductor. 发布择时/发布窗口/竞品日历/禁运期窗口/审核缓冲","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"launch window planner use when the user asks to \"pick a launch date\", \"plan the launch window\", or \"set the embargo and lift time\"; produces a candidate-window comparison table (conflict / tailwind / risk per window) built from industry-event cycles and the competitor launch calendar, a launch-week vs rolling-release format call, store-review buffer padding (labeled estimated), and an embargo window definition (lift moment + timezone) submitted to the launch registry as a candidate. not for judging the cultural moment itself — use trend-spotter; not for launch-day execution — use launch-day-conductor. 发布择时/发布窗口/竞品日历/禁运期窗口/审核缓冲 launch-window-planner business & ops "},{"slug":"list-growth-designer","kind":"skill","name":"List growth designer","tagline":"Use when the user asks to \"grow my email list\", \"design a lead magnet / signup incentive\", \"set up double opt-in\", or \"plan a referral / recommendation loop\"; produces a list-growth plan — acquisition channels, lead-magnet / incentive concepts, a compliant double-opt-in capture-flow spec, referral-loop mechanics, and subscriber-growth / cost-per-opt-in targets (labeled Estimated) — that feeds SEND-S (consent quality captured at acquisition) and SEND-N (lifecycle entry). Not for the signup page/popup UX itself — use landing-optimizer; not for recording the opt-in — use consent-registry; not for the confirmation-email copy — use email-creative-builder. 邮件列表增长/lead magnet/双重确认/推荐环","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"list growth designer use when the user asks to \"grow my email list\", \"design a lead magnet / signup incentive\", \"set up double opt-in\", or \"plan a referral / recommendation loop\"; produces a list-growth plan — acquisition channels, lead-magnet / incentive concepts, a compliant double-opt-in capture-flow spec, referral-loop mechanics, and subscriber-growth / cost-per-opt-in targets (labeled estimated) — that feeds send-s (consent quality captured at acquisition) and send-n (lifecycle entry). not for the signup page/popup ux itself — use landing-optimizer; not for recording the opt-in — use consent-registry; not for the confirmation-email copy — use email-creative-builder. 邮件列表增长/lead magnet/双重确认/推荐环 list-growth-designer sales & ecommerce "},{"slug":"list-hygiene-monitor","kind":"skill","name":"List hygiene monitor","tagline":"Use when the user asks to \"watch my list health over time\", \"flag decaying / unengaged subscribers on a schedule\", \"why is my open rate drifting down / bounces creeping up\", or \"build me a re-permission and prune worklist\"; runs the scheduled SEND list-decay + suppression-drift watch — an engagement-recency cohort read (30/90/180/365-day), hard-bounce and spam-complaint trend vs benchmark, suppression-list growth/leakage check, and a segmented re-permission / sunset / prune worklist tied to SEND S (list hygiene) and E (engagement-decay) sub-items. Not for the one-time pre-send authentication pre-flight — use deliverability-qa; not for the consent/suppression record itself — use consent-registry; not for computing the EQS or enforcing vetoes — use email-quality-auditor. 邮件列表健康度监控/退订漂移/沉睡用户清理","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"list hygiene monitor use when the user asks to \"watch my list health over time\", \"flag decaying / unengaged subscribers on a schedule\", \"why is my open rate drifting down / bounces creeping up\", or \"build me a re-permission and prune worklist\"; runs the scheduled send list-decay + suppression-drift watch — an engagement-recency cohort read (30/90/180/365-day), hard-bounce and spam-complaint trend vs benchmark, suppression-list growth/leakage check, and a segmented re-permission / sunset / prune worklist tied to send s (list hygiene) and e (engagement-decay) sub-items. not for the one-time pre-send authentication pre-flight — use deliverability-qa; not for the consent/suppression record itself — use consent-registry; not for computing the eqs or enforcing vetoes — use email-quality-auditor. 邮件列表健康度监控/退订漂移/沉睡用户清理 list-hygiene-monitor uncategorised "},{"slug":"memory-management","kind":"skill","name":"Memory management","tagline":"Use when the user asks to \"remember project context\", review saved findings, initialize runtime memory, archive stale work, reconcile notes, or erase a subject; manages authorized HOT/WARM/COLD working memory across all disciplines while preserving registry event ownership and privacy controls. Not for changing canonical registry facts - route those through the owning registry. 项目记忆/跨会话","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"operations","deptName":"Operations","task":"operations/keep-notes","taskName":"Notes & knowledge","hay":"memory management use when the user asks to \"remember project context\", review saved findings, initialize runtime memory, archive stale work, reconcile notes, or erase a subject; manages authorized hot/warm/cold working memory across all disciplines while preserving registry event ownership and privacy controls. not for changing canonical registry facts - route those through the owning registry. 项目记忆/跨会话 memory-management business & ops "},{"slug":"message-system-architect","kind":"skill","name":"Message system architect","tagline":"Use when the user asks to \"author our durable brand message hierarchy\", \"build the brand message house that seeds the canon\", or \"define the main narrative, three pillars, and tagline for the whole brand\"; produces the DURABLE brand message system — main narrative, three value pillars, per-persona proof points (each labeled Measured / User-provided / ''[needs source]''), and the tagline/one-liner — that seeds the narrative-registry canon and from which every per-launch house derives. Not for a single launch''s message house or PR-FAQ — use message-house-builder; not for claim adjudication — use offer-claims-registry; not for the change-narrative arc itself — use strategic-narrative-designer. 品牌消息屋/主叙事/三支柱/标语/持久叙事 canon","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"message system architect use when the user asks to \"author our durable brand message hierarchy\", \"build the brand message house that seeds the canon\", or \"define the main narrative, three pillars, and tagline for the whole brand\"; produces the durable brand message system — main narrative, three value pillars, per-persona proof points (each labeled measured / user-provided / ''[needs source]''), and the tagline/one-liner — that seeds the narrative-registry canon and from which every per-launch house derives. not for a single launch''s message house or pr-faq — use message-house-builder; not for claim adjudication — use offer-claims-registry; not for the change-narrative arc itself — use strategic-narrative-designer. 品牌消息屋/主叙事/三支柱/标语/持久叙事 canon message-system-architect creator "},{"slug":"message-test-designer","kind":"skill","name":"Message test designer","tagline":"Use when the user asks to \"test our messaging before we scale it\", \"design a message-market-fit panel\", or \"run a 5-second comprehension test on our new tagline\"; produces a message-test design spec — hypothesis, panel and recruit criteria, comprehension / 5-second / message-market-fit (Wynter-style) protocols, stimulus set drawn from the canon, success thresholds, and a stop/revise decision rule — for the TALE Evaluate phase so the message is validated before any paid scale. It designs the test; it never runs the experiment or adjudicates a claim. Not for running the panel or A/B experiment — use send-experiment-designer or ad-test-designer; not for analyzing the results — use performance-analyzer; not for authoring the message itself — use message-system-architect. 消息测试/理解度测试/面板设计/五秒测试/消息市场契合","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"message test designer use when the user asks to \"test our messaging before we scale it\", \"design a message-market-fit panel\", or \"run a 5-second comprehension test on our new tagline\"; produces a message-test design spec — hypothesis, panel and recruit criteria, comprehension / 5-second / message-market-fit (wynter-style) protocols, stimulus set drawn from the canon, success thresholds, and a stop/revise decision rule — for the tale evaluate phase so the message is validated before any paid scale. it designs the test; it never runs the experiment or adjudicates a claim. not for running the panel or a/b experiment — use send-experiment-designer or ad-test-designer; not for analyzing the results — use performance-analyzer; not for authoring the message itself — use message-system-architect. 消息测试/理解度测试/面板设计/五秒测试/消息市场契合 message-test-designer uncategorised "},{"slug":"momentum-planner","kind":"skill","name":"Momentum planner","tagline":"Use when the user asks to \"keep the launch momentum going after launch week\", \"plan a changelog / release-notes cadence as GTM\", or \"is this update worth a relaunch\"; produces a T+1→T+30 momentum plan — a launch-moment calendar (milestone / shipped-loop / badge moments only), announcement-tier routing (major = full-channel, medium = targeted, minor = changelog-only), a relaunch legitimacy call, spike-to-owned handoff briefs, and the next Tier-1 moment with launch-stacking spacing. Not for the 30-day content-reuse map or paid amplification execution — use content-amplifier; not for planning the next launch end to end — use launch-tier-planner. 抗第二周断崖/changelog-as-GTM/relaunch/下一发布时刻","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"momentum planner use when the user asks to \"keep the launch momentum going after launch week\", \"plan a changelog / release-notes cadence as gtm\", or \"is this update worth a relaunch\"; produces a t+1→t+30 momentum plan — a launch-moment calendar (milestone / shipped-loop / badge moments only), announcement-tier routing (major = full-channel, medium = targeted, minor = changelog-only), a relaunch legitimacy call, spike-to-owned handoff briefs, and the next tier-1 moment with launch-stacking spacing. not for the 30-day content-reuse map or paid amplification execution — use content-amplifier; not for planning the next launch end to end — use launch-tier-planner. 抗第二周断崖/changelog-as-gtm/relaunch/下一发布时刻 momentum-planner business & ops "},{"slug":"narrative-baseline-mapper","kind":"skill","name":"Narrative baseline mapper","tagline":"Use when the user asks to \"map what our surfaces say today\", \"inventory our current messaging\", or \"find the gap between what we say and what we mean\"; produces the narrative baseline — a surface-by-surface inventory of what every owned touchpoint (homepage, pricing, docs, decks, social bios, email footers) claims RIGHT NOW, each line labeled Measured / User-provided / Estimated, plus a per-surface gap read vs the intended message and the drift-baseline snapshot the Evaluate phase measures future drift against. Not for authoring the canon — use message-system-architect; not for scoring the surfaces or running the vetoes — use narrative-quality-auditor. 现状叙事盘点/各触点口径/意图差距/漂移基线","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"narrative baseline mapper use when the user asks to \"map what our surfaces say today\", \"inventory our current messaging\", or \"find the gap between what we say and what we mean\"; produces the narrative baseline — a surface-by-surface inventory of what every owned touchpoint (homepage, pricing, docs, decks, social bios, email footers) claims right now, each line labeled measured / user-provided / estimated, plus a per-surface gap read vs the intended message and the drift-baseline snapshot the evaluate phase measures future drift against. not for authoring the canon — use message-system-architect; not for scoring the surfaces or running the vetoes — use narrative-quality-auditor. 现状叙事盘点/各触点口径/意图差距/漂移基线 narrative-baseline-mapper creator "},{"slug":"narrative-cascade-planner","kind":"skill","name":"Narrative cascade planner","tagline":"Use when the user asks to \"plan how our narrative lands on every surface\", \"write per-surface message-match specs\", or \"brief each creative builder from the canon\"; maps the narrative-registry canon onto every flagship surface (homepage, pricing, store listing, sales deck, social bio, docs, email) as a per-surface message-match spec — what claim, pillar, proof, and objection reframe each surface must carry — and cuts a handoff brief to each discipline''s creative builder (content-writer, ad-creative-builder, email-creative-builder, social-creative-builder, message-house-builder), so the same story lands consistently everywhere. Not for writing the finished surface copy — use each discipline creative builder; not for the tier-scoped launch asset manifest — use launch-asset-packager; not for scoring cross-surface consistency — use narrative-quality-auditor; not for claim adjudication — use offer-claims-registry. 叙事落地/逐面消息一致/创意交接简报/画布传导","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"narrative cascade planner use when the user asks to \"plan how our narrative lands on every surface\", \"write per-surface message-match specs\", or \"brief each creative builder from the canon\"; maps the narrative-registry canon onto every flagship surface (homepage, pricing, store listing, sales deck, social bio, docs, email) as a per-surface message-match spec — what claim, pillar, proof, and objection reframe each surface must carry — and cuts a handoff brief to each discipline''s creative builder (content-writer, ad-creative-builder, email-creative-builder, social-creative-builder, message-house-builder), so the same story lands consistently everywhere. not for writing the finished surface copy — use each discipline creative builder; not for the tier-scoped launch asset manifest — use launch-asset-packager; not for scoring cross-surface consistency — use narrative-quality-auditor; not for claim adjudication — use offer-claims-registry. 叙事落地/逐面消息一致/创意交接简报/画布传导 narrative-cascade-planner creator "},{"slug":"narrative-drift-monitor","kind":"skill","name":"Narrative drift monitor","tagline":"Use when the user asks to \"check if our surfaces have drifted from the canon\", \"watch for competitor repositioning\", or \"define when we should reposition\"; produces a drift report — self-drift per flagship surface vs the narrative-registry canon over time (via wayback.py, change history Measured with as-of dates), competitor-repositioning alerts, an explicit repositioning-trigger condition set, and a D1/W1/M1 message-shift retro (intended vs actual pull-through, evidence-labeled) — feeding the TALE L drift-audit sub-items and the narrative-whiplash guardrail fact base. Not for the first-time consistency check before a surface ships — use narrative-cascade-planner; not for computing the TALE profile result or running the vetoes — use narrative-quality-auditor; not for echo-rate / AI-answer resonance measurement — use narrative-resonance-monitor. 自漂移监测/竞品重定位告警/重定位触发/叙事漂移复盘","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"narrative drift monitor use when the user asks to \"check if our surfaces have drifted from the canon\", \"watch for competitor repositioning\", or \"define when we should reposition\"; produces a drift report — self-drift per flagship surface vs the narrative-registry canon over time (via wayback.py, change history measured with as-of dates), competitor-repositioning alerts, an explicit repositioning-trigger condition set, and a d1/w1/m1 message-shift retro (intended vs actual pull-through, evidence-labeled) — feeding the tale l drift-audit sub-items and the narrative-whiplash guardrail fact base. not for the first-time consistency check before a surface ships — use narrative-cascade-planner; not for computing the tale profile result or running the vetoes — use narrative-quality-auditor; not for echo-rate / ai-answer resonance measurement — use narrative-resonance-monitor. 自漂移监测/竞品重定位告警/重定位触发/叙事漂移复盘 narrative-drift-monitor creator "},{"slug":"narrative-enablement-kit","kind":"skill","name":"Narrative enablement kit","tagline":"Use when the user asks to \"make everyone tell the same story\", \"write our elevator pitch ladder\", or \"build a spokesperson Q&A and approved boilerplate pack\"; derives from the narrative-registry canon, message house, and brand voice a repeatable enablement kit — an elevator ladder (10-second / 30-second / 2-minute), a spokesperson Q&A (tough questions with on-canon answers), an approved boilerplate/bio pack (25 / 50 / 100-word), and a do/don''t language sheet — so sales, support, founders, and partners repeat one consistent story. Not for the launch-day runbook — use launch-day-conductor; not for finished per-channel copy — use content-writer or each discipline creative builder; not for launch-window battle cards — use sales-enablement-kit; this kit never adjudicates a claim. 叙事赋能包/电梯梯度/发言人问答/审定样板/该说不该说","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"narrative enablement kit use when the user asks to \"make everyone tell the same story\", \"write our elevator pitch ladder\", or \"build a spokesperson q&a and approved boilerplate pack\"; derives from the narrative-registry canon, message house, and brand voice a repeatable enablement kit — an elevator ladder (10-second / 30-second / 2-minute), a spokesperson q&a (tough questions with on-canon answers), an approved boilerplate/bio pack (25 / 50 / 100-word), and a do/don''t language sheet — so sales, support, founders, and partners repeat one consistent story. not for the launch-day runbook — use launch-day-conductor; not for finished per-channel copy — use content-writer or each discipline creative builder; not for launch-window battle cards — use sales-enablement-kit; this kit never adjudicates a claim. 叙事赋能包/电梯梯度/发言人问答/审定样板/该说不该说 narrative-enablement-kit business & ops "},{"slug":"narrative-quality-auditor","kind":"skill","name":"Narrative quality auditor","tagline":"Use when the user asks to \"audit our brand narrative\" or \"is this message on-canon\"; runs separate typed TALE truth, system, or effectiveness profiles and never averages them into one composite. Checks differentiation, canon, landing consistency, and evidence integrity. Not for launch readiness — use launch-readiness-auditor; not for social operations — use social-quality-auditor. 品牌叙事分层审计/发布前一致性放行","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"narrative quality auditor use when the user asks to \"audit our brand narrative\" or \"is this message on-canon\"; runs separate typed tale truth, system, or effectiveness profiles and never averages them into one composite. checks differentiation, canon, landing consistency, and evidence integrity. not for launch readiness — use launch-readiness-auditor; not for social operations — use social-quality-auditor. 品牌叙事分层审计/发布前一致性放行 narrative-quality-auditor creator "},{"slug":"narrative-registry","kind":"skill","name":"Narrative registry","tagline":"Use when the user asks to record/query the brand narrative canon, tagline, message hierarchy, voice/naming rules, or a canon re-version; curates complete versioned canon events through the append-only narrative stream and derived views. Not for TALE scoring — use narrative-quality-auditor; not for authoring the system — use message-system-architect. 品牌叙事台账/canon 记录/语气与命名规范","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"narrative registry use when the user asks to record/query the brand narrative canon, tagline, message hierarchy, voice/naming rules, or a canon re-version; curates complete versioned canon events through the append-only narrative stream and derived views. not for tale scoring — use narrative-quality-auditor; not for authoring the system — use message-system-architect. 品牌叙事台账/canon 记录/语气与命名规范 narrative-registry creator "},{"slug":"narrative-resonance-monitor","kind":"skill","name":"Narrative resonance monitor","tagline":"Use when the user asks to \"measure how our narrative is landing\", \"track echo rate against our canon lexicon\", or \"check how AI answer engines describe our brand\"; produces a resonance report — echo rate (overlap of market language with the narrative-registry canon lexicon, method declared), AI-answer perception via tavily.py --answer (proxy-labeled), share-of-voice on a locked competitor panel (reusing share-of-voice-tracker), and resonance signals from bluesky.py / gdelt.py / pageviews.py — every number labeled Measured / proxy / User-provided, feeding the TALE E dimension and the upstream of the E1 evidence-integrity veto. Not for rebuilding share-of-voice machinery — use share-of-voice-tracker; not for own-site GA4/GSC analytics — use performance-monitor; not for scoring TALE profile result — use narrative-quality-auditor; not for adjudicating claims — use offer-claims-registry. 回声率/AI回答感知/份额之声/共鸣信号","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"narrative resonance monitor use when the user asks to \"measure how our narrative is landing\", \"track echo rate against our canon lexicon\", or \"check how ai answer engines describe our brand\"; produces a resonance report — echo rate (overlap of market language with the narrative-registry canon lexicon, method declared), ai-answer perception via tavily.py --answer (proxy-labeled), share-of-voice on a locked competitor panel (reusing share-of-voice-tracker), and resonance signals from bluesky.py / gdelt.py / pageviews.py — every number labeled measured / proxy / user-provided, feeding the tale e dimension and the upstream of the e1 evidence-integrity veto. not for rebuilding share-of-voice machinery — use share-of-voice-tracker; not for own-site ga4/gsc analytics — use performance-monitor; not for scoring tale profile result — use narrative-quality-auditor; not for adjudicating claims — use offer-claims-registry. 回声率/ai回答感知/份额之声/共鸣信号 narrative-resonance-monitor creator "},{"slug":"offsite-signal-analyzer","kind":"skill","name":"Offsite signal analyzer","tagline":"Use when the user asks to \"analyze backlinks\", \"analyze my off-site signals\", or \"track AI traffic / ChatGPT / Perplexity referrals\"; profiles referring domains, anchor-text mix, toxic links, and disavow candidates (backlinks mode) or isolates AI-assistant referral sessions in GA4/GSC/logs and reports their trend, landing pages, and AI-vs-organic conversion (ai-referrals mode). Not for internal links — use site-structure-optimizer; not for keyword positions — use rank-tracker; not for multi-metric stakeholder reports — use performance-monitor. 外链分析/反向链接/AI流量/AI引荐/ChatGPT流量/AI转化","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"offsite signal analyzer use when the user asks to \"analyze backlinks\", \"analyze my off-site signals\", or \"track ai traffic / chatgpt / perplexity referrals\"; profiles referring domains, anchor-text mix, toxic links, and disavow candidates (backlinks mode) or isolates ai-assistant referral sessions in ga4/gsc/logs and reports their trend, landing pages, and ai-vs-organic conversion (ai-referrals mode). not for internal links — use site-structure-optimizer; not for keyword positions — use rank-tracker; not for multi-metric stakeholder reports — use performance-monitor. 外链分析/反向链接/ai流量/ai引荐/chatgpt流量/ai转化 offsite-signal-analyzer uncategorised "},{"slug":"on-page-seo-checker","kind":"skill","name":"On page SEO checker","tagline":"Use when the user asks to \"audit on-page SEO\" or \"diagnose why a single page dropped\"; scores titles, meta, header structure, keyword placement, links, and images with prioritized fixes. Not for E-E-A-T / publish-readiness scoring — use content-quality-auditor; not for crawl / CWV / indexing — use technical-seo-checker. 页面SEO审计/排名诊断","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"on page seo checker use when the user asks to \"audit on-page seo\" or \"diagnose why a single page dropped\"; scores titles, meta, header structure, keyword placement, links, and images with prioritized fixes. not for e-e-a-t / publish-readiness scoring — use content-quality-auditor; not for crawl / cwv / indexing — use technical-seo-checker. 页面seo审计/排名诊断 on-page-seo-checker marketing "},{"slug":"outreach-manager","kind":"skill","name":"Outreach manager","tagline":"Use when the user asks to \"write influencer outreach\", \"follow up with a creator\", \"pitch a journalist, hunter, or launch partner\", or \"negotiate partnership terms\"; produces personalized pitches, multi-touch follow-up sequences, negotiation scripts with objection handling, and a status pipeline tracker — the shared outreach mechanics engine for creator, media/analyst, launch-partner, and social-selling / advocate-recruitment targets. Not for finalizing signed agreements — use contract-helper; not for media-list tiering, embargo terms, or press-release structure — use press-media-relations. 达人邀约建联/合作谈判话术","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/partner-influencer","taskName":"Partners & influencers","hay":"outreach manager use when the user asks to \"write influencer outreach\", \"follow up with a creator\", \"pitch a journalist, hunter, or launch partner\", or \"negotiate partnership terms\"; produces personalized pitches, multi-touch follow-up sequences, negotiation scripts with objection handling, and a status pipeline tracker — the shared outreach mechanics engine for creator, media/analyst, launch-partner, and social-selling / advocate-recruitment targets. not for finalizing signed agreements — use contract-helper; not for media-list tiering, embargo terms, or press-release structure — use press-media-relations. 达人邀约建联/合作谈判话术 outreach-manager marketing "},{"slug":"page-play-builder","kind":"skill","name":"Page play builder","tagline":"Use when the user asks to \"build programmatic SEO pages\", \"generate pages at scale\", \"rank on a high-authority third-party site\", \"borrow domain authority\", \"build a vs / alternative page\", \"do local SEO\", \"optimize a Google Business Profile\", or \"fix NAP\" — one page-build router with four modes: programmatic (template × dataset systems), parasite (barnacle publishing on Medium/Reddit/LinkedIn/GitHub), comparison (vs / alternative pages in four formats), and local (GBP + NAP + citations + location pages), each with its own thin/duplicate, honesty, or reputation-abuse guardrail. Not for finding what to target — use keyword-research or content-gap-analysis; not for drafting one standalone article — use content-writer; not for scoring a page for publish — use content-quality-auditor. 程序化SEO/批量页面/寄生SEO/借势权重/对比页/vs页/替代页/本地SEO/谷歌商家档案/NAP一致性","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"page play builder use when the user asks to \"build programmatic seo pages\", \"generate pages at scale\", \"rank on a high-authority third-party site\", \"borrow domain authority\", \"build a vs / alternative page\", \"do local seo\", \"optimize a google business profile\", or \"fix nap\" — one page-build router with four modes: programmatic (template × dataset systems), parasite (barnacle publishing on medium/reddit/linkedin/github), comparison (vs / alternative pages in four formats), and local (gbp + nap + citations + location pages), each with its own thin/duplicate, honesty, or reputation-abuse guardrail. not for finding what to target — use keyword-research or content-gap-analysis; not for drafting one standalone article — use content-writer; not for scoring a page for publish — use content-quality-auditor. 程序化seo/批量页面/寄生seo/借势权重/对比页/vs页/替代页/本地seo/谷歌商家档案/nap一致性 page-play-builder marketing "},{"slug":"paid-measurement-loop","kind":"skill","name":"Paid measurement loop","tagline":"Use when the user asks to \"read back\" a paid campaign change, \"did this ad change work\", or \"compare ROAS/CPA before and after\"; reads ROAS/CPA against a control over a fixed readback window and returns a Promote / Keep-testing / Rollback / Unproven readback decision with the math delegated to roi-calculator. Not for RQS scoring or veto adjudication — use ad-account-auditor; not for the ROI ratio math — use roi-calculator; not for cross-channel rollups — use performance-analyzer. 付费广告复盘/ROAS回看/投放效果归因","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/ad-account-audit","taskName":"Ad account audit","hay":"paid measurement loop use when the user asks to \"read back\" a paid campaign change, \"did this ad change work\", or \"compare roas/cpa before and after\"; reads roas/cpa against a control over a fixed readback window and returns a promote / keep-testing / rollback / unproven readback decision with the math delegated to roi-calculator. not for rqs scoring or veto adjudication — use ad-account-auditor; not for the roi ratio math — use roi-calculator; not for cross-channel rollups — use performance-analyzer. 付费广告复盘/roas回看/投放效果归因 paid-measurement-loop marketing "},{"slug":"participation-warmup-planner","kind":"skill","name":"Participation warmup planner","tagline":"Use when the user asks to \"plan the participation ramp before we promote\", \"how much account history or karma do we need in this community\", or \"design entry incentives and member lifecycle for our own Discord\"; produces the per-community pre-promotion warming plan — account-history/tenure expectations (Estimated, named sources), a give-before-ask ledger spec, a per-community etiquette + rule digest with last-verified dates, and the warming → active graduation criteria that channel-registry requires as state-transition evidence — plus the owned-community variant (entry paths + member lifecycle for your own Discord/Slack/forum/企业微信私域). Not for launch-day submissions or T-0 threads — use community-launch-runner. 社区预热/先给后取/账号养成/毕业标准","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"participation warmup planner use when the user asks to \"plan the participation ramp before we promote\", \"how much account history or karma do we need in this community\", or \"design entry incentives and member lifecycle for our own discord\"; produces the per-community pre-promotion warming plan — account-history/tenure expectations (estimated, named sources), a give-before-ask ledger spec, a per-community etiquette + rule digest with last-verified dates, and the warming → active graduation criteria that channel-registry requires as state-transition evidence — plus the owned-community variant (entry paths + member lifecycle for your own discord/slack/forum/企业微信私域). not for launch-day submissions or t-0 threads — use community-launch-runner. 社区预热/先给后取/账号养成/毕业标准 participation-warmup-planner marketing "},{"slug":"performance-monitor-aaron-he-zhu","kind":"skill","name":"Performance monitor","tagline":"Use when the user asks to \"generate an SEO report\", \"出月报\", \"set SEO alerts\", or \"排名掉了提醒我\"; two modes — report builds multi-metric traffic/ranking/authority/content dashboards, and alert configures threshold notifications for future ranking, traffic, technical, backlink, competitor, and AI-visibility changes. Not for raw position-by-position deltas — use rank-tracker. SEO报告/绩效仪表盘/SEO预警/排名监控","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"performance monitor use when the user asks to \"generate an seo report\", \"出月报\", \"set seo alerts\", or \"排名掉了提醒我\"; two modes — report builds multi-metric traffic/ranking/authority/content dashboards, and alert configures threshold notifications for future ranking, traffic, technical, backlink, competitor, and ai-visibility changes. not for raw position-by-position deltas — use rank-tracker. seo报告/绩效仪表盘/seo预警/排名监控 performance-monitor-aaron-he-zhu marketing "},{"slug":"pitch-narrative-builder","kind":"skill","name":"Pitch narrative builder","tagline":"Use when the user asks to \"build our pitch deck narrative\", \"write a fundraising story\", or \"structure the sales pitch narrative\"; derives from the narrative canon a company pitch/deck narrative — problem → the undeniable shift → product-as-hero → proof → the ask — as a slide-beat outline (one narrative beat per slide, with the claim ID each proof beat rests on), for both a sales pitch and a fundraising deck. Every proof beat is labeled Measured / User-provided / ''[needs source]'' and unverified ones route to the claims candidates. Not for the launch-window battle cards and talk track — use sales-enablement-kit; not for the durable message hierarchy or the arc itself — use message-system-architect / strategic-narrative-designer; not for finished deck visual design — out of scope; not for claim adjudication — use offer-claims-registry. 路演叙事/融资故事/销售 pitch/幻灯节拍","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"pitch narrative builder use when the user asks to \"build our pitch deck narrative\", \"write a fundraising story\", or \"structure the sales pitch narrative\"; derives from the narrative canon a company pitch/deck narrative — problem → the undeniable shift → product-as-hero → proof → the ask — as a slide-beat outline (one narrative beat per slide, with the claim id each proof beat rests on), for both a sales pitch and a fundraising deck. every proof beat is labeled measured / user-provided / ''[needs source]'' and unverified ones route to the claims candidates. not for the launch-window battle cards and talk track — use sales-enablement-kit; not for the durable message hierarchy or the arc itself — use message-system-architect / strategic-narrative-designer; not for finished deck visual design — out of scope; not for claim adjudication — use offer-claims-registry. 路演叙事/融资故事/销售 pitch/幻灯节拍 pitch-narrative-builder creator "},{"slug":"placement-exclusion-manager","kind":"skill","name":"Placement exclusion manager","tagline":"Use when the user asks to \"build my brand-safety exclusion lists\", \"set placement / topic / content exclusions before launch\", \"add network and audience exclusions\", or \"prep the A1 brand-safety evidence for the auditor\"; produces a placement/network exclusion list, a content-suitability & sensitive-topic block list, an audience/negative-audience exclusion set, and a packaged A1 brand/placement-safety evidence file for the gate. Not for building the audiences you target — use audience-segment-builder; not for computing the RQS or issuing the A1 verdict — use ad-account-auditor. 品牌安全/排除位置/否定受众列表","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"placement exclusion manager use when the user asks to \"build my brand-safety exclusion lists\", \"set placement / topic / content exclusions before launch\", \"add network and audience exclusions\", or \"prep the a1 brand-safety evidence for the auditor\"; produces a placement/network exclusion list, a content-suitability & sensitive-topic block list, an audience/negative-audience exclusion set, and a packaged a1 brand/placement-safety evidence file for the gate. not for building the audiences you target — use audience-segment-builder; not for computing the rqs or issuing the a1 verdict — use ad-account-auditor. 品牌安全/排除位置/否定受众列表 placement-exclusion-manager uncategorised "},{"slug":"platform-norm-profiler","kind":"skill","name":"Platform norm profiler","tagline":"Use when the user asks to \"build the norm card for this platform\", \"what are the char limits and visible-fold cutoffs here\", \"is the LinkedIn link-in-first-comment thing documented or folklore\", or \"which of our platform cards are stale\"; maintains the dated, versioned per-platform norm cards in the references/platforms/ pack — char limits, visible-fold cutoffs, hashtag norms, format/aspect specs, link and first-comment placement, disclosure-label mechanics, algorithm emphases (e.g. 小红书 search+saves weighting) — every row labeled platform-documented (official doc, Measured) or Estimated-folklore (named source) with last-verified and review-by dates, and any card past its review date flagged stale rather than trusted. Extends the single pack in place; never forks a second one. Not for picking which channels to run — use channel-portfolio-planner. 平台规范卡/字符限制/折叠线/话题标签/算法侧重/过期标记","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"platform norm profiler use when the user asks to \"build the norm card for this platform\", \"what are the char limits and visible-fold cutoffs here\", \"is the linkedin link-in-first-comment thing documented or folklore\", or \"which of our platform cards are stale\"; maintains the dated, versioned per-platform norm cards in the references/platforms/ pack — char limits, visible-fold cutoffs, hashtag norms, format/aspect specs, link and first-comment placement, disclosure-label mechanics, algorithm emphases (e.g. 小红书 search+saves weighting) — every row labeled platform-documented (official doc, measured) or estimated-folklore (named source) with last-verified and review-by dates, and any card past its review date flagged stale rather than trusted. extends the single pack in place; never forks a second one. not for picking which channels to run — use channel-portfolio-planner. 平台规范卡/字符限制/折叠线/话题标签/算法侧重/过期标记 platform-norm-profiler uncategorised "},{"slug":"positioning-mapper","kind":"skill","name":"Positioning mapper","tagline":"Use when the user asks to \"map our positioning\", \"name our competitive alternatives\", or \"pick a beachhead segment for the launch\"; produces a Dunford-style positioning canvas — named competitive alternatives (including spreadsheet and status quo), unique attributes (verifiable, or routed to the claims ledger), value themes (attribute→benefit→value chains), a target beachhead segment scored on serviceability / pain intensity / reachability, and a one-sentence onlyness statement — the sole upstream of the message house and the entity-signal source for the canonical entity profile. Not for the message house or per-channel launch copy — use message-house-builder; not for audience/persona profiling itself — use audience-mapper; not for SEO keyword positioning — use keyword-research. 定位画布/竞争替代品/独特价值/滩头细分","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"positioning mapper use when the user asks to \"map our positioning\", \"name our competitive alternatives\", or \"pick a beachhead segment for the launch\"; produces a dunford-style positioning canvas — named competitive alternatives (including spreadsheet and status quo), unique attributes (verifiable, or routed to the claims ledger), value themes (attribute→benefit→value chains), a target beachhead segment scored on serviceability / pain intensity / reachability, and a one-sentence onlyness statement — the sole upstream of the message house and the entity-signal source for the canonical entity profile. not for the message house or per-channel launch copy — use message-house-builder; not for audience/persona profiling itself — use audience-mapper; not for seo keyword positioning — use keyword-research. 定位画布/竞争替代品/独特价值/滩头细分 positioning-mapper marketing "},{"slug":"positioning-truth-tracer","kind":"skill","name":"Positioning truth tracer","tagline":"Use when the user asks to \"check our positioning against what we can actually ship\", \"trace which differentiators we can defend\", or \"reconcile the positioning canvas with the claims ledger\"; reconciles the reused positioning canvas against the shippable stage and the claims ledger to produce a differentiation truth set — every differentiating claim verifiable or marked ''[needs source]'' — that TALE-T1 is judged against. Not for building the canvas — use positioning-mapper; not for adjudicating claims — use offer-claims-registry; not for authoring the message house — use message-system-architect. 定位真相/差异化校准/可交付现实/主张核对","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"positioning truth tracer use when the user asks to \"check our positioning against what we can actually ship\", \"trace which differentiators we can defend\", or \"reconcile the positioning canvas with the claims ledger\"; reconciles the reused positioning canvas against the shippable stage and the claims ledger to produce a differentiation truth set — every differentiating claim verifiable or marked ''[needs source]'' — that tale-t1 is judged against. not for building the canvas — use positioning-mapper; not for adjudicating claims — use offer-claims-registry; not for authoring the message house — use message-system-architect. 定位真相/差异化校准/可交付现实/主张核对 positioning-truth-tracer marketing "},{"slug":"press-media-relations","kind":"skill","name":"Press media relations","tagline":"Use when the user asks to \"build a media list for my launch\", \"write a launch press release\", or \"pitch press under embargo\"; produces a three-tier media and analyst list (Tier 1 exclusive candidates, Tier 2 vertical press, Tier 3 communities and newsletters), an embargo pitch timing skeleton keyed to the launch-registry date, a press-release draft in standard structure with no fabricated quotes or numbers, and an analyst briefing outline. Not for press-kit assets — use launch-asset-packager; not for follow-up sequence mechanics — use outreach-manager; not for post-launch news-echo monitoring — use launch-monitor. 媒体名单/禁运期pitch/新闻稿/分析师简报","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"press media relations use when the user asks to \"build a media list for my launch\", \"write a launch press release\", or \"pitch press under embargo\"; produces a three-tier media and analyst list (tier 1 exclusive candidates, tier 2 vertical press, tier 3 communities and newsletters), an embargo pitch timing skeleton keyed to the launch-registry date, a press-release draft in standard structure with no fabricated quotes or numbers, and an analyst briefing outline. not for press-kit assets — use launch-asset-packager; not for follow-up sequence mechanics — use outreach-manager; not for post-launch news-echo monitoring — use launch-monitor. 媒体名单/禁运期pitch/新闻稿/分析师简报 press-media-relations business & ops "},{"slug":"product-feed-optimizer","kind":"skill","name":"Product feed optimizer","tagline":"Use when the user asks to \"optimize my Shopping feed\", \"fix product disapprovals\", \"improve product titles/attributes\", or \"build feed-driven PMax asset groups\"; audits and rewrites the Shopping/Performance Max product feed — title/description patterns, required and recommended attributes, GTIN/availability/price hygiene, disapproval triage, and feed-driven asset-group / listing-group structure — informing the ROAS O (Offer) dimension. Not for text ad copy — use ad-creative-builder; not for scoring the account or the RQS — use ad-account-auditor. 商品Feed优化/购物广告Feed/商品标题优化/商品禁投修复","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"product feed optimizer use when the user asks to \"optimize my shopping feed\", \"fix product disapprovals\", \"improve product titles/attributes\", or \"build feed-driven pmax asset groups\"; audits and rewrites the shopping/performance max product feed — title/description patterns, required and recommended attributes, gtin/availability/price hygiene, disapproval triage, and feed-driven asset-group / listing-group structure — informing the roas o (offer) dimension. not for text ad copy — use ad-creative-builder; not for scoring the account or the rqs — use ad-account-auditor. 商品feed优化/购物广告feed/商品标题优化/商品禁投修复 product-feed-optimizer uncategorised "},{"slug":"proof-point-packager","kind":"skill","name":"Proof point packager","tagline":"Use when the user asks to \"package our proof points\", \"build reusable stat cards and case snippets\", or \"put proof where each pillar makes its claim\"; turns claims-ledger-approved proofs into reusable proof modules — stat cards, case snippets, testimonial blocks, comparison proofs — each pinned to a message-house pillar and the ledger claim ID it substantiates, and flags any pillar making a claim with no approved proof behind it. Never adjudicates a proof: unverified or ledger-absent proofs are marked ''[needs source]'' and routed to the claims candidates. Not for adjudicating or substantiating claims — use offer-claims-registry; not for fabricating a benchmark to fill a gap — a missing proof is flagged, not invented; not for scoring narrative quality — use narrative-quality-auditor. 证据模块/证据卡/客户案例/主张对齐","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"proof point packager use when the user asks to \"package our proof points\", \"build reusable stat cards and case snippets\", or \"put proof where each pillar makes its claim\"; turns claims-ledger-approved proofs into reusable proof modules — stat cards, case snippets, testimonial blocks, comparison proofs — each pinned to a message-house pillar and the ledger claim id it substantiates, and flags any pillar making a claim with no approved proof behind it. never adjudicates a proof: unverified or ledger-absent proofs are marked ''[needs source]'' and routed to the claims candidates. not for adjudicating or substantiating claims — use offer-claims-registry; not for fabricating a benchmark to fill a gap — a missing proof is flagged, not invented; not for scoring narrative quality — use narrative-quality-auditor. 证据模块/证据卡/客户案例/主张对齐 proof-point-packager creator "},{"slug":"rank-tracker","kind":"skill","name":"Rank tracker","tagline":"Use when the user asks to \"track rankings\" or \"查排名\"; measures keyword and SERP-position deltas over time from provided exports or connected tools, including AI-response checks. Not for multi-metric stakeholder reports or setting alerts — use performance-monitor (report or alert mode). 排名追踪/SERP监控","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"rank tracker use when the user asks to \"track rankings\" or \"查排名\"; measures keyword and serp-position deltas over time from provided exports or connected tools, including ai-response checks. not for multi-metric stakeholder reports or setting alerts — use performance-monitor (report or alert mode). 排名追踪/serp监控 rank-tracker marketing "},{"slug":"report-generator","kind":"skill","name":"Report generator","tagline":"Use when the user asks to \"create a campaign report\", \"build an executive summary\", or \"deliver client results\"; produces audience-tailored influencer marketing reports (executive, client, internal team) with data tables, narrative, key learnings, and recommendations. Not for raw metric computation — use performance-analyzer. 达人营销报告/结案汇报","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"report generator use when the user asks to \"create a campaign report\", \"build an executive summary\", or \"deliver client results\"; produces audience-tailored influencer marketing reports (executive, client, internal team) with data tables, narrative, key learnings, and recommendations. not for raw metric computation — use performance-analyzer. 达人营销报告/结案汇报 report-generator data & ai "},{"slug":"sales-enablement-kit-aaron-he-zhu","kind":"skill","name":"Sales enablement kit","tagline":"Use when the user asks to \"build battle cards\", \"prep the sales team for launch\", or \"write the internal launch FAQ\"; produces the internal enablement kit for a sales-led launch — battle cards vs each named alternative (where we win / where they win / trap questions, every fact traceable), a sales talk track derived from the PR-FAQ spine, an objection-handling table (objection → response → evidence), internal FAQ + CS macros, and an internal launch announcement with embargo discipline. Not for the external message house — use message-house-builder; not for competitor tracking itself — use competitor-tracker or competitor-analysis; not for outbound sequences — use cold-outbound-sequencer. 销售赋能/battle card/销售叙事/异议处理/内部FAQ","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"sales enablement kit use when the user asks to \"build battle cards\", \"prep the sales team for launch\", or \"write the internal launch faq\"; produces the internal enablement kit for a sales-led launch — battle cards vs each named alternative (where we win / where they win / trap questions, every fact traceable), a sales talk track derived from the pr-faq spine, an objection-handling table (objection → response → evidence), internal faq + cs macros, and an internal launch announcement with embargo discipline. not for the external message house — use message-house-builder; not for competitor tracking itself — use competitor-tracker or competitor-analysis; not for outbound sequences — use cold-outbound-sequencer. 销售赋能/battle card/销售叙事/异议处理/内部faq sales-enablement-kit-aaron-he-zhu business & ops "},{"slug":"search-term-miner","kind":"skill","name":"Search term miner","tagline":"Use when the user asks to \"mine my search terms\", \"find new keywords from converting queries\", \"build a negative-keyword list\", or \"cut wasted paid spend\"; harvests converting queries into new keywords/ad-groups, builds a standing negative-keyword list and an n-gram waste report from the search-terms export, and delivers a maintenance diff (add / negate / move). Not for account structure — use campaign-architect; not for budget split — use budget-optimizer; not for computing the final RQS — use ad-account-auditor. 付费广告搜索词挖掘/否定关键词/浪费词清单","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"search term miner use when the user asks to \"mine my search terms\", \"find new keywords from converting queries\", \"build a negative-keyword list\", or \"cut wasted paid spend\"; harvests converting queries into new keywords/ad-groups, builds a standing negative-keyword list and an n-gram waste report from the search-terms export, and delivers a maintenance diff (add / negate / move). not for account structure — use campaign-architect; not for budget split — use budget-optimizer; not for computing the final rqs — use ad-account-auditor. 付费广告搜索词挖掘/否定关键词/浪费词清单 search-term-miner business & ops "},{"slug":"send-experiment-designer","kind":"skill","name":"Send experiment designer","tagline":"Use when the user asks to \"design an email A/B test\", \"set up a multivariate subject/CTA test\", \"run a send-time test\", \"build a hold-out group\", or \"is this email result statistically and practically material?\"; produces a falsifiable hypothesis, one-variable-per-cell matrix, sample-size/MDE/duration/power plan, and an effect/uncertainty read from own ESP data. Applies only a precommitted owner-approved action rule; the helper never chooses a business action. Not for EQS/vetoes or writing the email. 邮件AB测试设计/多变量测试/发送时间测试/留出组/显著性判定","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"send experiment designer use when the user asks to \"design an email a/b test\", \"set up a multivariate subject/cta test\", \"run a send-time test\", \"build a hold-out group\", or \"is this email result statistically and practically material?\"; produces a falsifiable hypothesis, one-variable-per-cell matrix, sample-size/mde/duration/power plan, and an effect/uncertainty read from own esp data. applies only a precommitted owner-approved action rule; the helper never chooses a business action. not for eqs/vetoes or writing the email. 邮件ab测试设计/多变量测试/发送时间测试/留出组/显著性判定 send-experiment-designer uncategorised "},{"slug":"serp-analysis","kind":"skill","name":"Serp analysis","tagline":"Use when the user asks to \"analyze the SERP\" or \"SERP分析\"; maps SERP features, layout, ranking factors, search intent, AI Overviews, and snippet opportunities for a query. Not for keyword demand discovery — use keyword-research. SERP分析/搜索结果","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"serp analysis use when the user asks to \"analyze the serp\" or \"serp分析\"; maps serp features, layout, ranking factors, search intent, ai overviews, and snippet opportunities for a query. not for keyword demand discovery — use keyword-research. serp分析/搜索结果 serp-analysis marketing "},{"slug":"serp-markup-builder","kind":"skill","name":"Serp markup builder","tagline":"Use when the user asks to \"optimize meta tags\", \"write title tags / meta descriptions\", \"add Open Graph or Twitter cards\", or \"generate schema / JSON-LD\" for FAQ, HowTo, Article, Product, or LocalBusiness rich-result candidates. Produces title/description options, an OG+Twitter block, and validated JSON-LD for the document head. Not for body copy — use content-writer; not for crawl/index technical issues — use technical-seo-checker. 标题优化/元描述/Schema标记/结构化数据","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"serp markup builder use when the user asks to \"optimize meta tags\", \"write title tags / meta descriptions\", \"add open graph or twitter cards\", or \"generate schema / json-ld\" for faq, howto, article, product, or localbusiness rich-result candidates. produces title/description options, an og+twitter block, and validated json-ld for the document head. not for body copy — use content-writer; not for crawl/index technical issues — use technical-seo-checker. 标题优化/元描述/schema标记/结构化数据 serp-markup-builder marketing "},{"slug":"share-of-voice-tracker","kind":"skill","name":"Share of voice tracker","tagline":"Use when the user asks to \"track our share of voice\", \"what share of the conversation do we own vs competitors\", or \"trend our SOV this quarter\"; computes SOV% = brand mentions ÷ (brand + competitor panel mentions) per platform per period on a LOCKED competitor panel — a panel switch invalidates the trend (restart the series and log the break; the ECHO O3 rule) — plus a sentiment-weighted SOV variant (sentiment labeled Estimated unless human-coded) and a Wikipedia-pageviews attention-share alternative; built from keyless listening connectors, gdelt.py news echo, and user exports — public counts only, closed platforms are never scraped. Not for backlink or offsite SEO signals — use offsite-signal-analyzer. 声量份额/竞品声量对比/提及份额/注意力份额","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"share of voice tracker use when the user asks to \"track our share of voice\", \"what share of the conversation do we own vs competitors\", or \"trend our sov this quarter\"; computes sov% = brand mentions ÷ (brand + competitor panel mentions) per platform per period on a locked competitor panel — a panel switch invalidates the trend (restart the series and log the break; the echo o3 rule) — plus a sentiment-weighted sov variant (sentiment labeled estimated unless human-coded) and a wikipedia-pageviews attention-share alternative; built from keyless listening connectors, gdelt.py news echo, and user exports — public counts only, closed platforms are never scraped. not for backlink or offsite seo signals — use offsite-signal-analyzer. 声量份额/竞品声量对比/提及份额/注意力份额 share-of-voice-tracker marketing "},{"slug":"short-video-scripter","kind":"skill","name":"Short video scripter","tagline":"Use when the user asks to \"script this short video\", \"write a TikTok / Reels / Shorts script\", \"给这条抖音或视频号视频写脚本\", or \"fix the hook — viewers drop off in the first seconds\"; produces timestamped beat-sheet scripts on the retention-gate model (0-2s hook / 2-5s confirmation / 5-15s payoff / loop-or-CTA) with per-scene script lines, on-screen text for muted viewing, asset keywords, and 9:16 format-param rows per platform norm card for TikTok, Reels, Shorts, 抖音, and 视频号 — plus 2-3 hook options from named hook families and an AI-content disclosure line by default on realistic synthetic media. Spec-only: rendering, TTS, and publishing stay with the user''s own tools — no pipelines, no upload automation. Not for creator video briefs — use brief-generator; long-form video SEO belongs to content-writer. 短视频脚本/抖音分镜/开头钩子/竖屏9:16","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"media","deptName":"Content creator","task":"media/edit-short","taskName":"Short-form editing","hay":"short video scripter use when the user asks to \"script this short video\", \"write a tiktok / reels / shorts script\", \"给这条抖音或视频号视频写脚本\", or \"fix the hook — viewers drop off in the first seconds\"; produces timestamped beat-sheet scripts on the retention-gate model (0-2s hook / 2-5s confirmation / 5-15s payoff / loop-or-cta) with per-scene script lines, on-screen text for muted viewing, asset keywords, and 9:16 format-param rows per platform norm card for tiktok, reels, shorts, 抖音, and 视频号 — plus 2-3 hook options from named hook families and an ai-content disclosure line by default on realistic synthetic media. spec-only: rendering, tts, and publishing stay with the user''s own tools — no pipelines, no upload automation. not for creator video briefs — use brief-generator; long-form video seo belongs to content-writer. 短视频脚本/抖音分镜/开头钩子/竖屏9:16 short-video-scripter creator "},{"slug":"site-structure-optimizer","kind":"skill","name":"Site structure optimizer","tagline":"Use when the user asks to \"plan my site structure\", \"design the page hierarchy / navigation / URL taxonomy\", \"fix internal linking\", or \"find orphan pages\"; runs two modes — architecture (hierarchy, nav, URL patterns, hub/spoke clusters, Mermaid site maps) and linking (link graph, authority flow, anchor text, orphan disposition, source/target/anchor plan) — and outputs a structure score /100 plus a handoff summary. Not for external backlinks — use offsite-signal-analyzer; not for XML sitemap or indexation issues — use technical-seo-checker. 网站架构/信息架构/站点地图/内链优化","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"site structure optimizer use when the user asks to \"plan my site structure\", \"design the page hierarchy / navigation / url taxonomy\", \"fix internal linking\", or \"find orphan pages\"; runs two modes — architecture (hierarchy, nav, url patterns, hub/spoke clusters, mermaid site maps) and linking (link graph, authority flow, anchor text, orphan disposition, source/target/anchor plan) — and outputs a structure score /100 plus a handoff summary. not for external backlinks — use offsite-signal-analyzer; not for xml sitemap or indexation issues — use technical-seo-checker. 网站架构/信息架构/站点地图/内链优化 site-structure-optimizer marketing "},{"slug":"social-calendar-builder","kind":"skill","name":"Social calendar builder","tagline":"Use when the user asks to \"build our social posting calendar\", \"set weekly slots and queue depth per channel\", or \"plan the evergreen recycle rotation\"; produces the always-on brand calendar — pillar allocation with hero/hub/help balance and give:ask targets (all labeled Estimated starting heuristics to calibrate against own analytics, never scored rules), per-channel recurring slots with queue depth, a batching workflow, an evergreen recycle cycle with freshness re-checks, deliberate open slots for realtime/trend moments fed by trend-spotter go/skip verdicts, and first-comment/publish-order ops — cadence commitments filed to the channel registry, and no batch ships to the queue without a SHIP verdict from social-quality-auditor pre-publish mode. Not for repurposing an existing asset or the paid-amplification calendar — use content-amplifier. 社媒排期/内容日历/栏目配比/常青循环复用","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"social calendar builder use when the user asks to \"build our social posting calendar\", \"set weekly slots and queue depth per channel\", or \"plan the evergreen recycle rotation\"; produces the always-on brand calendar — pillar allocation with hero/hub/help balance and give:ask targets (all labeled estimated starting heuristics to calibrate against own analytics, never scored rules), per-channel recurring slots with queue depth, a batching workflow, an evergreen recycle cycle with freshness re-checks, deliberate open slots for realtime/trend moments fed by trend-spotter go/skip verdicts, and first-comment/publish-order ops — cadence commitments filed to the channel registry, and no batch ships to the queue without a ship verdict from social-quality-auditor pre-publish mode. not for repurposing an existing asset or the paid-amplification calendar — use content-amplifier. 社媒排期/内容日历/栏目配比/常青循环复用 social-calendar-builder marketing "},{"slug":"social-creative-builder","kind":"skill","name":"Social creative builder","tagline":"Use when the user asks to \"turn this idea into posts for every platform\", \"write the X thread / LinkedIn post / 小红书 note\", or \"spec the carousel slides\"; turns one idea into N platform-native ready-to-paste packages — post/thread, caption, Threads text, 小红书 note, link post with first-comment placement — each adapted per the dated platform norm card (never verbatim cross-posting), every product claim held to approved claims-ledger wording or flagged [needs source], every variant tagged {formula | hook family | CTA type | signal optimized}, plus a carousel slide-spec mode (intro/content/outro slide roles, per-element char budgets, 小红书 3:4 / IG 4:5 / LinkedIn document PDF artboards, text-safe-zone + alt-text checklist). Not for creator deliverable briefs — use brief-generator; not for repurposing existing assets with paid boost — use content-amplifier. 社媒文案/一稿多发改写/小红书笔记/轮播图脚本","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"social creative builder use when the user asks to \"turn this idea into posts for every platform\", \"write the x thread / linkedin post / 小红书 note\", or \"spec the carousel slides\"; turns one idea into n platform-native ready-to-paste packages — post/thread, caption, threads text, 小红书 note, link post with first-comment placement — each adapted per the dated platform norm card (never verbatim cross-posting), every product claim held to approved claims-ledger wording or flagged [needs source], every variant tagged {formula | hook family | cta type | signal optimized}, plus a carousel slide-spec mode (intro/content/outro slide roles, per-element char budgets, 小红书 3:4 / ig 4:5 / linkedin document pdf artboards, text-safe-zone + alt-text checklist). not for creator deliverable briefs — use brief-generator; not for repurposing existing assets with paid boost — use content-amplifier. 社媒文案/一稿多发改写/小红书笔记/轮播图脚本 social-creative-builder creator "},{"slug":"social-measurement-loop","kind":"skill","name":"Social measurement loop","tagline":"Use when the user asks to \"run the weekly social readout\", \"which denominator does our engagement rate use\", or \"which posts won this week and what changes next cycle\"; produces the organic-social metric dictionary (every rate names its denominator — ERR engagement-by-reach vs ERI by-impressions vs ER-by-follower — locked across periods), median-not-mean per-post rollups with organic and boosted separated, EMV as labeled exec-translation only (never inside any score), an attributed CHAOSS/Orbit-style community-health readout with employees excluded, and the best/worst-performer write-back the next calendar cycle consumes. Not for dollar-ROI math or the ECHO profile result gate verdict — use roi-calculator and social-quality-auditor. 社媒周报/互动率分母/指标字典/复盘回写","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"social measurement loop use when the user asks to \"run the weekly social readout\", \"which denominator does our engagement rate use\", or \"which posts won this week and what changes next cycle\"; produces the organic-social metric dictionary (every rate names its denominator — err engagement-by-reach vs eri by-impressions vs er-by-follower — locked across periods), median-not-mean per-post rollups with organic and boosted separated, emv as labeled exec-translation only (never inside any score), an attributed chaoss/orbit-style community-health readout with employees excluded, and the best/worst-performer write-back the next calendar cycle consumes. not for dollar-roi math or the echo profile result gate verdict — use roi-calculator and social-quality-auditor. 社媒周报/互动率分母/指标字典/复盘回写 social-measurement-loop uncategorised "},{"slug":"social-pulse-monitor","kind":"skill","name":"Social pulse monitor","tagline":"Use when the user asks to \"monitor brand mentions\", \"set up social listening\", \"did anything spike about us this week\", or \"watch these accounts for buying triggers\"; runs always-on keyless listening — a versioned listening-query architecture (brand variants incl. misspellings and 中文 names, exclusion terms, per-source syntax for HN Algolia / Bluesky / GDELT / Tavily), a mention sweep with six-class triage (crisis / bug / lead / praise / question / spam) each routed with an SLA, a 7-day rolling baseline with spike flags (the crisis trigger input), a B2B trigger watchlist (funding / hiring / launch signals), and an explicit coverage disclosure where X/IG/TikTok/LinkedIn/小红书 numbers are proxy-labeled, never Measured. Not for launch-window telemetry (T-0→T+30 rank and review polling) — use launch-monitor. 舆情监听/品牌提及监测/基线突刺/触发信号","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"social pulse monitor use when the user asks to \"monitor brand mentions\", \"set up social listening\", \"did anything spike about us this week\", or \"watch these accounts for buying triggers\"; runs always-on keyless listening — a versioned listening-query architecture (brand variants incl. misspellings and 中文 names, exclusion terms, per-source syntax for hn algolia / bluesky / gdelt / tavily), a mention sweep with six-class triage (crisis / bug / lead / praise / question / spam) each routed with an sla, a 7-day rolling baseline with spike flags (the crisis trigger input), a b2b trigger watchlist (funding / hiring / launch signals), and an explicit coverage disclosure where x/ig/tiktok/linkedin/小红书 numbers are proxy-labeled, never measured. not for launch-window telemetry (t-0→t+30 rank and review polling) — use launch-monitor. 舆情监听/品牌提及监测/基线突刺/触发信号 social-pulse-monitor marketing "},{"slug":"social-quality-auditor","kind":"skill","name":"Social quality auditor","tagline":"Use when the user asks to \"audit our social presence\" or \"is this batch safe to publish\"; runs either the typed ECHO asset gate or a separate program-maturity profile, with channel-truth, claim, disclosure, manipulation, UGC-rights, and denominator checks. Not for creator deliverables — use creator-content-auditor; not for launch readiness — use launch-readiness-auditor. 社媒资产门/运营成熟度/发布前放行","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"social quality auditor use when the user asks to \"audit our social presence\" or \"is this batch safe to publish\"; runs either the typed echo asset gate or a separate program-maturity profile, with channel-truth, claim, disclosure, manipulation, ugc-rights, and denominator checks. not for creator deliverables — use creator-content-auditor; not for launch readiness — use launch-readiness-auditor. 社媒资产门/运营成熟度/发布前放行 social-quality-auditor business & ops "},{"slug":"social-selling-planner","kind":"skill","name":"Social selling planner","tagline":"Use when the user asks to \"set up my founder social-selling routine\", \"build a daily engagement block for target accounts\", or \"turn funding / hiring signals into selling plays\"; produces the founder/seller daily operating block — a time-boxed engagement-block spec (substantive value-add comments on target-account posts, never a pitch), warm-touch-before-ask cadence rules, trigger-response plays consuming the social-pulse-monitor B2B trigger watchlist (funding / hiring / launch signals), and a quarterly diagnostic that reads LinkedIn SSI as an input diagnostic only (Estimated, vendor-defined — never a target metric). All volume norms are Estimated/community-derived; all execution is human — zero mass-DM, zero connection-request automation, zero engagement automation (LinkedIn UA §8.2 red line); 1:1 pitch and DM mechanics route to outreach-manager. Not for cold email sequences — use cold-outbound-sequencer. 社交销售/创始人日常互动块/热身触达节奏/触发信号剧本","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"social selling planner use when the user asks to \"set up my founder social-selling routine\", \"build a daily engagement block for target accounts\", or \"turn funding / hiring signals into selling plays\"; produces the founder/seller daily operating block — a time-boxed engagement-block spec (substantive value-add comments on target-account posts, never a pitch), warm-touch-before-ask cadence rules, trigger-response plays consuming the social-pulse-monitor b2b trigger watchlist (funding / hiring / launch signals), and a quarterly diagnostic that reads linkedin ssi as an input diagnostic only (estimated, vendor-defined — never a target metric). all volume norms are estimated/community-derived; all execution is human — zero mass-dm, zero connection-request automation, zero engagement automation (linkedin ua §8.2 red line); 1:1 pitch and dm mechanics route to outreach-manager. not for cold email sequences — use cold-outbound-sequencer. 社交销售/创始人日常互动块/热身触达节奏/触发信号剧本 social-selling-planner business & ops "},{"slug":"story-bank-builder","kind":"skill","name":"Story bank builder","tagline":"Use when the user asks to \"build a story bank\", \"collect our origin and customer stories\", or \"assemble reusable proof stories for the message\"; assembles reusable narrative units — origin, founder, customer, transformation, and proof stories — each tagged to a claims-ledger ID and a message-house pillar, with every proof labeled Measured / User-provided / [needs source]. Not for authoring the message house or pillars — use message-system-architect; not for brand voice or naming rules — use brand-language-codifier; not for finished long-form prose — use content-writer; not for adjudicating whether a proof is true — use offer-claims-registry. 品牌故事库/起源客户转化/证据故事单元","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"story bank builder use when the user asks to \"build a story bank\", \"collect our origin and customer stories\", or \"assemble reusable proof stories for the message\"; assembles reusable narrative units — origin, founder, customer, transformation, and proof stories — each tagged to a claims-ledger id and a message-house pillar, with every proof labeled measured / user-provided / [needs source]. not for authoring the message house or pillars — use message-system-architect; not for brand voice or naming rules — use brand-language-codifier; not for finished long-form prose — use content-writer; not for adjudicating whether a proof is true — use offer-claims-registry. 品牌故事库/起源客户转化/证据故事单元 story-bank-builder uncategorised "},{"slug":"strategic-narrative-designer","kind":"skill","name":"Strategic narrative designer","tagline":"Use when the user asks to \"design our change narrative\", \"build the old-world-to-new-game story arc\", or \"frame the shift our category is undergoing\"; produces a Raskin-style strategic narrative arc — old world → the undeniable shift → winners vs losers under the new rules → the promised land → proof the promised land is real — derived from the positioning truth set and the belief/objection map, feeding the TALE Architecture arc sub-item. Every proof beat is labeled Measured / User-provided / [needs source] and this skill never adjudicates a claim. Not for the message house hierarchy — use message-system-architect; not for the pitch deck narrative — use pitch-narrative-builder; not for claim substantiation — use offer-claims-registry. 变革叙事弧/旧世界/应许之地/战略叙事结构","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"strategic narrative designer use when the user asks to \"design our change narrative\", \"build the old-world-to-new-game story arc\", or \"frame the shift our category is undergoing\"; produces a raskin-style strategic narrative arc — old world → the undeniable shift → winners vs losers under the new rules → the promised land → proof the promised land is real — derived from the positioning truth set and the belief/objection map, feeding the tale architecture arc sub-item. every proof beat is labeled measured / user-provided / [needs source] and this skill never adjudicates a claim. not for the message house hierarchy — use message-system-architect; not for the pitch deck narrative — use pitch-narrative-builder; not for claim substantiation — use offer-claims-registry. 变革叙事弧/旧世界/应许之地/战略叙事结构 strategic-narrative-designer creator "},{"slug":"subject-line-lab","kind":"skill","name":"Subject line lab","tagline":"Use when the user asks to \"generate subject line variants\", \"pre-score my subject lines\", or \"will this subject get truncated / trigger spam filters\"; produces a labeled subject + preheader variant set and a per-variant heuristic pre-score card — spam-trigger flags, length/truncation across desktop + mobile, emoji-count, and the inbox preview render (from-name + subject + preheader) — before any test is run. Not for the body copy or CTA — use email-creative-builder; not for the A/B test design or significance read — use send-experiment-designer; not for the profile-weighted EQS or the S1/S2/N1/D1 vetoes — use email-quality-auditor. 邮件主题行生成/主题行预打分/截断与垃圾词检查","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"subject line lab use when the user asks to \"generate subject line variants\", \"pre-score my subject lines\", or \"will this subject get truncated / trigger spam filters\"; produces a labeled subject + preheader variant set and a per-variant heuristic pre-score card — spam-trigger flags, length/truncation across desktop + mobile, emoji-count, and the inbox preview render (from-name + subject + preheader) — before any test is run. not for the body copy or cta — use email-creative-builder; not for the a/b test design or significance read — use send-experiment-designer; not for the profile-weighted eqs or the s1/s2/n1/d1 vetoes — use email-quality-auditor. 邮件主题行生成/主题行预打分/截断与垃圾词检查 subject-line-lab marketing "},{"slug":"technical-seo-checker","kind":"skill","name":"Technical SEO checker","tagline":"Use when the user asks to \"check technical SEO\"; audits crawlability, indexing, Core Web Vitals, robots.txt, sitemaps, canonicals, redirects, and migrations. Not for on-page tags or content — use on-page-seo-checker. 技术SEO/网站速度","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"technical seo checker use when the user asks to \"check technical seo\"; audits crawlability, indexing, core web vitals, robots.txt, sitemaps, canonicals, redirects, and migrations. not for on-page tags or content — use on-page-seo-checker. 技术seo/网站速度 technical-seo-checker marketing "},{"slug":"trend-spotter","kind":"skill","name":"Trend spotter","tagline":"Use when the user asks to \"find trending topics\", \"what trends should my brand jump on\", or \"time a campaign around a cultural moment\"; produces a ranked trend report with brand-fit scores, format calls (rising/peak/declining), a cultural calendar, and go/skip recommendations. Not for finding the creators to run those trends — use influencer-discovery; not for building the brand posting calendar from a go verdict — use social-calendar-builder. 热点趋势洞察/借势营销","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"trend spotter use when the user asks to \"find trending topics\", \"what trends should my brand jump on\", or \"time a campaign around a cultural moment\"; produces a ranked trend report with brand-fit scores, format calls (rising/peak/declining), a cultural calendar, and go/skip recommendations. not for finding the creators to run those trends — use influencer-discovery; not for building the brand posting calendar from a go verdict — use social-calendar-builder. 热点趋势洞察/借势营销 trend-spotter business & ops "},{"slug":"voice-dossier-builder","kind":"skill","name":"Voice dossier builder","tagline":"Use when the user asks to \"codify how our founder sounds\", \"build a founder voice dossier\", or \"set our content pillars\"; runs an 80%-extraction interview over the user''s OWN posts, emails, and decks (never competitor scraping, never an invented persona) and produces the versioned voice record — a per-platform register map (incl. 小红书/微信公众号), banned phrases, per-context disclosure lines (the ECHO C2 upstream), a few-shot bank built exclusively from own posts, and 3-5 content pillars with Estimated %-allocations — submitted via memory/events/channels.ndjson for channel-registry to store as voice-dossier.md, the record every Craft-phase skill reads first. Not for the brand-level voice canon — use brand-language-codifier; not for audience/persona research — use audience-mapper. 声音档案/品牌语气/创始人语气/内容支柱/披露声明","author":"aaron-he-zhu","license":"Apache-2.0","stars":2858,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"voice dossier builder use when the user asks to \"codify how our founder sounds\", \"build a founder voice dossier\", or \"set our content pillars\"; runs an 80%-extraction interview over the user''s own posts, emails, and decks (never competitor scraping, never an invented persona) and produces the versioned voice record — a per-platform register map (incl. 小红书/微信公众号), banned phrases, per-context disclosure lines (the echo c2 upstream), a few-shot bank built exclusively from own posts, and 3-5 content pillars with estimated %-allocations — submitted via memory/events/channels.ndjson for channel-registry to store as voice-dossier.md, the record every craft-phase skill reads first. not for the brand-level voice canon — use brand-language-codifier; not for audience/persona research — use audience-mapper. 声音档案/品牌语气/创始人语气/内容支柱/披露声明 voice-dossier-builder business & ops "},{"slug":"ad-account-auditor","kind":"skill","name":"Ad account auditor","tagline":"Use when auditing a paid ad account for incremental contribution, wasted spend, or measurement integrity before scaling; runs a typed 20-item ROAS profile with verified vetoes and a SHIP/FIX/BLOCK/UNDECIDED gate on own exported data. Not for campaign structure design — use campaign-architect; not for creative production — use ad-creative-builder. 付费广告账户审计/ROAS评分","author":"aaron-he-zhu","license":"Apache-2.0","stars":2839,"dept":"marketing","deptName":"Marketing","task":"marketing/ad-account-audit","taskName":"Ad account audit","hay":"ad account auditor use when auditing a paid ad account for incremental contribution, wasted spend, or measurement integrity before scaling; runs a typed 20-item roas profile with verified vetoes and a ship/fix/block/undecided gate on own exported data. not for campaign structure design — use campaign-architect; not for creative production — use ad-creative-builder. 付费广告账户审计/roas评分 ad-account-auditor marketing "},{"slug":"ad-creative-builder","kind":"skill","name":"Ad creative builder","tagline":"Use when the user asks to \"write ad copy\", \"generate RSA headlines\", or \"build ad creative at volume\"; produces ad units — RSA headlines/descriptions, hooks, and an angle matrix — message-matched to the destination landing page. Not for scoring an ad account — use ad-account-auditor; not for the post-click page — use landing-optimizer; not for organic articles — use content-writer. 广告创意/广告文案/RSA标题","author":"aaron-he-zhu","license":"Apache-2.0","stars":2839,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"ad creative builder use when the user asks to \"write ad copy\", \"generate rsa headlines\", or \"build ad creative at volume\"; produces ad units — rsa headlines/descriptions, hooks, and an angle matrix — message-matched to the destination landing page. not for scoring an ad account — use ad-account-auditor; not for the post-click page — use landing-optimizer; not for organic articles — use content-writer. 广告创意/广告文案/rsa标题 ad-creative-builder marketing "},{"slug":"email-sequence-designer","kind":"skill","name":"Email sequence designer","tagline":"Use when the user asks to \"design a welcome flow\", \"set up an abandoned-cart sequence\", \"build a light re-engagement branch inside a lifecycle flow\", or \"plan a cold-outbound sequence\"; produces general lifecycle automation flows (welcome, cart, browse-abandon, post-purchase, in-flow re-engagement, B2B cold outbound) with trigger, step timing, branch/exit conditions, goal, frequency governance (send caps, quiet hours, fatigue guardrail), a sunset path, and a SEND N-dimension score. Not for the closed-loop win-back / re-consent (re-permission) program on a lapsed cohort — use reactivation-specialist; not for writing each email''s copy — use email-creative-builder; not for computing EQS or the N1 unsubscribe veto — use email-quality-auditor. 邮件自动化流程设计/购物车挽回/流失召回序列","author":"aaron-he-zhu","license":"Apache-2.0","stars":2839,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"email sequence designer use when the user asks to \"design a welcome flow\", \"set up an abandoned-cart sequence\", \"build a light re-engagement branch inside a lifecycle flow\", or \"plan a cold-outbound sequence\"; produces general lifecycle automation flows (welcome, cart, browse-abandon, post-purchase, in-flow re-engagement, b2b cold outbound) with trigger, step timing, branch/exit conditions, goal, frequency governance (send caps, quiet hours, fatigue guardrail), a sunset path, and a send n-dimension score. not for the closed-loop win-back / re-consent (re-permission) program on a lapsed cohort — use reactivation-specialist; not for writing each email''s copy — use email-creative-builder; not for computing eqs or the n1 unsubscribe veto — use email-quality-auditor. 邮件自动化流程设计/购物车挽回/流失召回序列 email-sequence-designer marketing "},{"slug":"landing-optimizer","kind":"skill","name":"Landing optimizer","tagline":"Use when the user asks to \"optimize our landing page for influencer traffic\", \"fix our promo-code landing page\", or \"improve conversion from a creator campaign\"; produces a message-match audit, page-structure and social-proof recommendations, a promo-code/CTA conversion plan, and an A/B test roadmap. Not for measuring campaign results after launch — use performance-analyzer. 落地页优化/达人流量转化提升","author":"aaron-he-zhu","license":"Apache-2.0","stars":2839,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"landing optimizer use when the user asks to \"optimize our landing page for influencer traffic\", \"fix our promo-code landing page\", or \"improve conversion from a creator campaign\"; produces a message-match audit, page-structure and social-proof recommendations, a promo-code/cta conversion plan, and an a/b test roadmap. not for measuring campaign results after launch — use performance-analyzer. 落地页优化/达人流量转化提升 landing-optimizer marketing "},{"slug":"newsletter-monetization-planner","kind":"skill","name":"Newsletter monetization planner","tagline":"Use when the user asks to \"monetize my newsletter\", \"build a sponsorship rate card\", or \"model paid-subscription revenue\"; produces a revenue model (paid tiers, ad/sponsorship inventory + CPM/flat rate card, referral/boost loops), a list-growth ↔ revenue projection, and honest-offer / disclosure checks for the SEND-D lever. Not for scoring the whole program or running D1 — use email-quality-auditor; not for the return math — use roi-calculator; not for the post-click page — use landing-optimizer. 邮件newsletter变现/赞助刊例/付费订阅测算","author":"aaron-he-zhu","license":"Apache-2.0","stars":2839,"dept":"media","deptName":"Content creator","task":"media/earn-from-content","taskName":"Sponsors & memberships","hay":"newsletter monetization planner use when the user asks to \"monetize my newsletter\", \"build a sponsorship rate card\", or \"model paid-subscription revenue\"; produces a revenue model (paid tiers, ad/sponsorship inventory + cpm/flat rate card, referral/boost loops), a list-growth ↔ revenue projection, and honest-offer / disclosure checks for the send-d lever. not for scoring the whole program or running d1 — use email-quality-auditor; not for the return math — use roi-calculator; not for the post-click page — use landing-optimizer. 邮件newsletter变现/赞助刊例/付费订阅测算 newsletter-monetization-planner creator "},{"slug":"pricing-packaging-planner","kind":"skill","name":"Pricing packaging planner","tagline":"Use when the user asks to \"plan launch pricing\", \"design pricing tiers / packaging\", or \"set up a launch discount / early-bird offer\"; produces a launch pricing and packaging plan — tier structure and naming, a value-to-price map aligned to the message house, a launch-offer ladder with a true deadline reason, beta / early-adopter pricing with a post-launch graduation path, and guarantee / refund terms — with every price claim and offer term submitted to memory/events/claims.ndjson. Not for the canonical offer / claim record — use offer-claims-registry; not for paid-newsletter subscription economics — use newsletter-monetization-planner; not for ad bidding — use bid-strategy-planner. 发布定价/梯度打包/早鸟优惠/保证设计","author":"aaron-he-zhu","license":"Apache-2.0","stars":2839,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"pricing packaging planner use when the user asks to \"plan launch pricing\", \"design pricing tiers / packaging\", or \"set up a launch discount / early-bird offer\"; produces a launch pricing and packaging plan — tier structure and naming, a value-to-price map aligned to the message house, a launch-offer ladder with a true deadline reason, beta / early-adopter pricing with a post-launch graduation path, and guarantee / refund terms — with every price claim and offer term submitted to memory/events/claims.ndjson. not for the canonical offer / claim record — use offer-claims-registry; not for paid-newsletter subscription economics — use newsletter-monetization-planner; not for ad bidding — use bid-strategy-planner. 发布定价/梯度打包/早鸟优惠/保证设计 pricing-packaging-planner business & ops "},{"slug":"performance","kind":"skill","name":"Performance optimization","tagline":"Optimize web performance for faster loading and better user experience. Use when asked to \"speed up my site\", \"optimize performance\", \"reduce load time\", \"fix slow loading\", \"improve page speed\", or \"performance audit\".","author":"addyosmani","license":"MIT","stars":2832,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"performance optimization optimize web performance for faster loading and better user experience. use when asked to \"speed up my site\", \"optimize performance\", \"reduce load time\", \"fix slow loading\", \"improve page speed\", or \"performance audit\". performance coding "},{"slug":"seo-2","kind":"skill","name":"SEO optimization","tagline":"Optimize for search engine visibility and ranking. Use when asked to \"improve SEO\", \"optimize for search\", \"fix meta tags\", \"add structured data\", \"sitemap optimization\", or \"search engine optimization\".","author":"addyosmani","license":"MIT","stars":2832,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo optimization optimize for search engine visibility and ranking. use when asked to \"improve seo\", \"optimize for search\", \"fix meta tags\", \"add structured data\", \"sitemap optimization\", or \"search engine optimization\". seo-2 marketing "},{"slug":"web-quality-audit","kind":"skill","name":"Web quality audit","tagline":"Run an evidence-led web quality audit covering performance, accessibility, SEO, best practices, and agentic browsing. Use when asked to \"audit my site\", \"review web quality\", \"run lighthouse audit\", \"check page quality\", or \"optimize my website\".","author":"addyosmani","license":"MIT","stars":2832,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"web quality audit run an evidence-led web quality audit covering performance, accessibility, seo, best practices, and agentic browsing. use when asked to \"audit my site\", \"review web quality\", \"run lighthouse audit\", \"check page quality\", or \"optimize my website\". web-quality-audit marketing "},{"slug":"market-proposal","kind":"skill","name":"Client Proposal Generator for Marketing Services","tagline":"Paste your rough notes about the client and what you'd do for them, and get back a polished, ready-to-send proposal with pricing tiers and next steps.","author":"zubair-trabzada","license":"MIT","stars":2672,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"client proposal generator for marketing services paste your rough notes about the client and what you'd do for them, and get back a polished, ready-to-send proposal with pricing tiers and next steps. market-proposal business & ops you had a good call with a potential client, but now you have to turn scattered notes into a professional proposal that actually wins the deal. writing it takes hours, and a sloppy one makes you look small and loses the client."},{"slug":"landing-page-cro-analysis","kind":"skill","name":"Landing page CRO analysis","tagline":"Perform a comprehensive Conversion Rate Optimization (CRO) analysis on any landing page. This skill produces a section-by-section teardown…","author":"zubair-trabzada","license":"MIT","stars":2672,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"landing page cro analysis perform a comprehensive conversion rate optimization (cro) analysis on any landing page. this skill produces a section-by-section teardown… landing-page-cro-analysis marketing "},{"slug":"market-report","kind":"skill","name":"Marketing Report Generator (Markdown Format)","tagline":"Tell us about your business and website and get back a scored report showing where you're losing customers, what it's costing you, and a week-by-week plan to fix it.","author":"zubair-trabzada","license":"MIT","stars":2672,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"marketing report generator (markdown format) tell us about your business and website and get back a scored report showing where you're losing customers, what it's costing you, and a week-by-week plan to fix it. market-report business & ops i know my marketing could be doing more but i can't tell where i'm actually losing people or what to fix first. i want someone to look at the whole picture and tell me plainly what's working, what's broken, and what it's costing me."},{"slug":"market-launch","kind":"skill","name":"Product/Service Launch Playbook Generator","tagline":"Tell us what you're launching and when, and get back a full week-by-week launch plan with ready-to-send emails, social posts, and a launch-day checklist.","author":"zubair-trabzada","license":"MIT","stars":2672,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"product/service launch playbook generator tell us what you're launching and when, and get back a full week-by-week launch plan with ready-to-send emails, social posts, and a launch-day checklist. market-launch business & ops you've got something great to launch but no idea how to actually roll it out, and the date keeps slipping because there's too much to figure out. you end up posting once, hoping for the best, and wondering why almost nobody showed up."},{"slug":"sales-funnel-analysis-optimization","kind":"skill","name":"Sales Funnel Analysis & Optimization","tagline":"You are the funnel analysis engine for /market funnel <url>. You map the complete conversion path from first visit to purchase, identify…","author":"zubair-trabzada","license":"MIT","stars":2672,"dept":"marketing","deptName":"Marketing","task":"marketing/measure-marketing","taskName":"Attribution","hay":"sales funnel analysis & optimization you are the funnel analysis engine for /market funnel <url>. you map the complete conversion path from first visit to purchase, identify… sales-funnel-analysis-optimization marketing "},{"slug":"competitor-social-research","kind":"skill","name":"Competitor social research","tagline":"Use when the user wants to research competitors' social media strategy, compare brands or creators, find what content is working in a niche, identify content gaps, or produce a practical social strategy brief from public social data.","author":"ScrapeCreators","license":"MIT","stars":2619,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"competitor social research use when the user wants to research competitors' social media strategy, compare brands or creators, find what content is working in a niche, identify content gaps, or produce a practical social strategy brief from public social data. competitor-social-research creator "},{"slug":"content-repurposing","kind":"skill","name":"Content repurposing","tagline":"Use when the user wants to turn public social videos, transcripts, posts, or creator research into reusable content assets such as LinkedIn posts, X threads, short-form scripts, newsletters, blog outlines, carousels, or content calendars.","author":"ScrapeCreators","license":"MIT","stars":2619,"dept":"media","deptName":"Content creator","task":"media/repurpose-content","taskName":"Repurposing","hay":"content repurposing use when the user wants to turn public social videos, transcripts, posts, or creator research into reusable content assets such as linkedin posts, x threads, short-form scripts, newsletters, blog outlines, carousels, or content calendars. content-repurposing creator "},{"slug":"creator-profile-teardown","kind":"skill","name":"Creator profile teardown","tagline":"Use when the user wants to analyze a creator, influencer, founder, or brand social account and understand positioning, content pillars, outlier posts, hooks, format choices, audience reaction, and what can be copied or tested.","author":"ScrapeCreators","license":"MIT","stars":2619,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"creator profile teardown use when the user wants to analyze a creator, influencer, founder, or brand social account and understand positioning, content pillars, outlier posts, hooks, format choices, audience reaction, and what can be copied or tested. creator-profile-teardown creator "},{"slug":"influencer-prospecting","kind":"skill","name":"Influencer prospecting","tagline":"Use when the user wants to find creators, influencers, affiliates, or social accounts in a niche for outreach, partnerships, sponsorships, UGC, seeding, or competitive research. Produces scored prospect lists from public social data.","author":"ScrapeCreators","license":"MIT","stars":2619,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"influencer prospecting use when the user wants to find creators, influencers, affiliates, or social accounts in a niche for outreach, partnerships, sponsorships, ugc, seeding, or competitive research. produces scored prospect lists from public social data. influencer-prospecting creator "},{"slug":"outlier-post-finder","kind":"skill","name":"Outlier post finder","tagline":"Use when the user wants to find posts, videos, reels, shorts, tweets, or social content that overperformed versus a creator, brand, or competitor baseline. Finds outliers, explains why they worked, extracts hooks and formats, and produces a practical swipe file.","author":"ScrapeCreators","license":"MIT","stars":2619,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"outlier post finder use when the user wants to find posts, videos, reels, shorts, tweets, or social content that overperformed versus a creator, brand, or competitor baseline. finds outliers, explains why they worked, extracts hooks and formats, and produces a practical swipe file. outlier-post-finder creator "},{"slug":"product-demand-research","kind":"skill","name":"Product demand research","tagline":"Use when the user wants to validate a product idea, find pain points, mine demand signals, discover objections, or gather voice-of-customer language from Reddit, social posts, video transcripts, and comments. Produces evidence-backed product research.","author":"ScrapeCreators","license":"MIT","stars":2619,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"product demand research use when the user wants to validate a product idea, find pain points, mine demand signals, discover objections, or gather voice-of-customer language from reddit, social posts, video transcripts, and comments. produces evidence-backed product research. product-demand-research creator "},{"slug":"scrapecreators-api","kind":"skill","name":"Scrapecreators API","tagline":"-","author":"ScrapeCreators","license":"MIT","stars":2619,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"scrapecreators api - scrapecreators-api creator "},{"slug":"social-listening-brief","kind":"skill","name":"Social listening brief","tagline":"Use when the user wants a social listening report about what people are saying about a brand, person, product, topic, category, or niche across public social platforms. Produces cited themes, sentiment caveats, notable posts, and recommended actions.","author":"ScrapeCreators","license":"MIT","stars":2619,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"social listening brief use when the user wants a social listening report about what people are saying about a brand, person, product, topic, category, or niche across public social platforms. produces cited themes, sentiment caveats, notable posts, and recommended actions. social-listening-brief creator "},{"slug":"transcript-intelligence","kind":"skill","name":"Transcript intelligence","tagline":"Use when the user wants to summarize, analyze, or repurpose transcripts from TikTok, Instagram, YouTube, Facebook, X/Twitter, LinkedIn, Rumble, or Reddit video posts. Extracts hooks, claims, quotes, content atoms, themes, and reusable scripts.","author":"ScrapeCreators","license":"MIT","stars":2619,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"transcript intelligence use when the user wants to summarize, analyze, or repurpose transcripts from tiktok, instagram, youtube, facebook, x/twitter, linkedin, rumble, or reddit video posts. extracts hooks, claims, quotes, content atoms, themes, and reusable scripts. transcript-intelligence creator "},{"slug":"trend-discovery","kind":"skill","name":"Trend discovery","tagline":"Use when the user wants to discover trending social topics, hashtags, sounds, posts, reels, shorts, creators, or formats in a niche. Searches public trend and discovery endpoints, ranks evidence, and turns trends into practical content angles.","author":"ScrapeCreators","license":"MIT","stars":2619,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"trend discovery use when the user wants to discover trending social topics, hashtags, sounds, posts, reels, shorts, creators, or formats in a niche. searches public trend and discovery endpoints, ranks evidence, and turns trends into practical content angles. trend-discovery creator "},{"slug":"cover-letter-generator","kind":"skill","name":"Cover letter generator","tagline":"Create personalized, compelling cover letters from resume and job description","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"cover letter generator create personalized, compelling cover letters from resume and job description cover-letter-generator business & ops "},{"slug":"creative-portfolio-resume","kind":"skill","name":"Creative portfolio resume","tagline":"Balance visual design with ATS compatibility for creative roles","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"finance","deptName":"Finance","task":"finance/trade-model","taskName":"Trading models","hay":"creative portfolio resume balance visual design with ats compatibility for creative roles creative-portfolio-resume business & ops "},{"slug":"executive-resume-writer","kind":"skill","name":"Executive resume writer","tagline":"Create C-suite and VP level resumes emphasizing strategic leadership","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"executive resume writer create c-suite and vp level resumes emphasizing strategic leadership executive-resume-writer business & ops "},{"slug":"interview-prep-generator","kind":"skill","name":"Interview prep generator","tagline":"Generate STAR stories, practice questions, and talking points from resume","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"interview prep generator generate star stories, practice questions, and talking points from resume interview-prep-generator business & ops "},{"slug":"job-description-analyzer","kind":"skill","name":"Job description analyzer","tagline":"Analyze job postings, calculate match scores, identify gaps, and create application strategy","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"job description analyzer analyze job postings, calculate match scores, identify gaps, and create application strategy job-description-analyzer business & ops "},{"slug":"linkedin-profile-optimizer-2","kind":"skill","name":"Linkedin profile optimizer","tagline":"Optimize LinkedIn profile for searchability, recruiter visibility, and engagement","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"linkedin profile optimizer optimize linkedin profile for searchability, recruiter visibility, and engagement linkedin-profile-optimizer-2 business & ops "},{"slug":"offer-comparison-analyzer","kind":"skill","name":"Offer comparison analyzer","tagline":"Compare multiple job offers side-by-side with total compensation analysis","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"offer comparison analyzer compare multiple job offers side-by-side with total compensation analysis offer-comparison-analyzer business & ops "},{"slug":"portfolio-case-study-writer","kind":"skill","name":"Portfolio case study writer","tagline":"Transform resume bullets into detailed portfolio case studies","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"finance","deptName":"Finance","task":"finance/trade-model","taskName":"Trading models","hay":"portfolio case study writer transform resume bullets into detailed portfolio case studies portfolio-case-study-writer business & ops "},{"slug":"reference-list-builder","kind":"skill","name":"Reference list builder","tagline":"Format professional references properly and prepare reference materials","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"reference list builder format professional references properly and prepare reference materials reference-list-builder business & ops "},{"slug":"resume-ats-optimizer","kind":"skill","name":"Resume ats optimizer","tagline":"Optimize resumes for Applicant Tracking Systems, check ATS compatibility, and analyze keyword match","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"resume ats optimizer optimize resumes for applicant tracking systems, check ats compatibility, and analyze keyword match resume-ats-optimizer business & ops "},{"slug":"resume-bullet-writer","kind":"skill","name":"Resume bullet writer","tagline":"Transform weak resume bullets into achievement-focused statements with metrics and impact","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"resume bullet writer transform weak resume bullets into achievement-focused statements with metrics and impact resume-bullet-writer business & ops "},{"slug":"resume-formatter","kind":"skill","name":"Resume formatter","tagline":"Ensure ATS-friendly formatting and create clean scannable layouts","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"resume formatter ensure ats-friendly formatting and create clean scannable layouts resume-formatter business & ops "},{"slug":"resume-quantifier","kind":"skill","name":"Resume quantifier","tagline":"Find opportunities to add metrics and estimate numbers when exact data unavailable","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"resume quantifier find opportunities to add metrics and estimate numbers when exact data unavailable resume-quantifier business & ops "},{"slug":"resume-section-builder","kind":"skill","name":"Resume section builder","tagline":"Create targeted resume sections optimized for different experience levels and roles","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"resume section builder create targeted resume sections optimized for different experience levels and roles resume-section-builder business & ops "},{"slug":"resume-tailor","kind":"skill","name":"Resume tailor","tagline":"Customize resume for specific job postings while maintaining truthfulness","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"resume tailor customize resume for specific job postings while maintaining truthfulness resume-tailor business & ops "},{"slug":"resume-version-manager","kind":"skill","name":"Resume version manager","tagline":"Track different resume versions, maintain master resume, manage tailored versions","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"resume version manager track different resume versions, maintain master resume, manage tailored versions resume-version-manager business & ops "},{"slug":"salary-negotiation-prep","kind":"skill","name":"Salary negotiation prep","tagline":"Research market rates, build negotiation strategy, and create counter-offer scripts","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"salary negotiation prep research market rates, build negotiation strategy, and create counter-offer scripts salary-negotiation-prep business & ops "},{"slug":"tech-resume-optimizer","kind":"skill","name":"Tech resume optimizer","tagline":"Optimize resumes for software engineering, PM, and technical roles","author":"Paramchoudhary","license":"MIT","stars":2406,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"tech resume optimizer optimize resumes for software engineering, pm, and technical roles tech-resume-optimizer business & ops "},{"slug":"affordances-designing-for-action","kind":"skill","name":"Affordances: Designing for Action","tagline":"An affordance is a relationship between an object and a person that determines how the object could possibly be used. A chair affords…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"affordances: designing for action an affordance is a relationship between an object and a person that determines how the object could possibly be used. a chair affords… affordances-designing-for-action uncategorised "},{"slug":"agile-integration-for-lean-ux","kind":"skill","name":"Agile integration for lean UX","tagline":"Lean UX was designed to work inside Agile development teams, not alongside them. The central mechanism is dual-track agile, where a…","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/map-flow","taskName":"User flows","hay":"agile integration for lean ux lean ux was designed to work inside agile development teams, not alongside them. the central mechanism is dual-track agile, where a… agile-integration-for-lean-ux design & ui "},{"slug":"amp-applied-practical-applications-of-autonomy-mastery-and-purpose","kind":"skill","name":"AMP Applied: Practical Applications of Autonomy, Mastery, and Purpose","tagline":"This reference translates the AMP framework from theory into practice across six domains: product gamification, team management,…","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"amp applied: practical applications of autonomy, mastery, and purpose this reference translates the amp framework from theory into practice across six domains: product gamification, team management,… amp-applied-practical-applications-of-autonomy-mastery-and-purpose business & ops "},{"slug":"api-reference-docstrings-and-cli-help","kind":"skill","name":"API Reference, Docstrings, and CLI Help","tagline":"Reference material is descriptive, complete, and formulaic on purpose. Readers arrive at a reference entry mid-task, read one entry, and…","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"api reference, docstrings, and cli help reference material is descriptive, complete, and formulaic on purpose. readers arrive at a reference entry mid-task, read one entry, and… api-reference-docstrings-and-cli-help coding "},{"slug":"applications-applying-success-across-contexts","kind":"skill","name":"Applications: Applying SUCCESs Across Contexts","tagline":"The SUCCESs framework is not theoretical — it is a practical toolkit that can be applied to any communication context. This reference…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"applications: applying success across contexts the success framework is not theoretical — it is a practical toolkit that can be applied to any communication context. this reference… applications-applying-success-across-contexts uncategorised "},{"slug":"architecture-optimization","kind":"skill","name":"Architecture optimization","tagline":"Guided journey from a working codebase grown slow and tangled to one measurably fast, cleanly bounded, and readable. Orchestrates eight skills phase by phase - working-with-legacy-code, clean-architecture, software-design-philosophy, refactoring-patterns, system-design, ddia-systems, release-it, pragmatic-programmer - every phase carries its method inline so it runs standalone, asking the user questions at every decision point and recording results in the project docs/ folder (PERFORMANCE.md, ARCHITECTURE.md, ARCHITECTURE-OPTIMIZATION-PLAN.md) so the journey resumes across sessions. Use when the user wants to make an app faster, untangle drifted boundaries, fix slow endpoints and queries, or says ''it works but it is slow and getting worse''. For an untested prototype, improve-code-quality; for an aged codebase you fear to touch, remove-technical-debt; for greenfield structure, design-code-architecture; for marketing-site page speed, improve-website. For one framework in isolation, invoke that skill directly.","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"architecture optimization guided journey from a working codebase grown slow and tangled to one measurably fast, cleanly bounded, and readable. orchestrates eight skills phase by phase - working-with-legacy-code, clean-architecture, software-design-philosophy, refactoring-patterns, system-design, ddia-systems, release-it, pragmatic-programmer - every phase carries its method inline so it runs standalone, asking the user questions at every decision point and recording results in the project docs/ folder (performance.md, architecture.md, architecture-optimization-plan.md) so the journey resumes across sessions. use when the user wants to make an app faster, untangle drifted boundaries, fix slow endpoints and queries, or says ''it works but it is slow and getting worse''. for an untested prototype, improve-code-quality; for an aged codebase you fear to touch, remove-technical-debt; for greenfield structure, design-code-architecture; for marketing-site page speed, improve-website. for one framework in isolation, invoke that skill directly. architecture-optimization coding "},{"slug":"architecture-optimization-artifact-templates","kind":"skill","name":"Architecture optimization artifact templates","tagline":"Skeletons for every docs/ file this journey writes. Read the file before writing: if it is missing, create it from the full skeleton below…","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"architecture optimization artifact templates skeletons for every docs/ file this journey writes. read the file before writing: if it is missing, create it from the full skeleton below… architecture-optimization-artifact-templates coding "},{"slug":"architecture-optimization-phase-methods","kind":"skill","name":"Architecture optimization phase methods","tagline":"The full fallback method for each phase — read the relevant section before running a phase from its Brief (constituent skill not…","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"architecture optimization phase methods the full fallback method for each phase — read the relevant section before running a phase from its brief (constituent skill not… architecture-optimization-phase-methods coding "},{"slug":"artifact-templates-create-business","kind":"skill","name":"Artifact Templates — create-business","tagline":"Skeletons this metaskill creates in the user's docs/ folder. Extend-only artifacts are governed by the section headings named in each…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"artifact templates — create-business skeletons this metaskill creates in the user's docs/ folder. extend-only artifacts are governed by the section headings named in each… artifact-templates-create-business uncategorised "},{"slug":"artifact-templates-create-website","kind":"skill","name":"Artifact Templates — create-website","tagline":"Skeletons this metaskill creates in the user's docs/ folder. Extend-only artifacts (CUSTOMER.md, EXPERIMENTS.md) are governed by the…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"artifact templates — create-website skeletons this metaskill creates in the user's docs/ folder. extend-only artifacts (customer.md, experiments.md) are governed by the… artifact-templates-create-website uncategorised "},{"slug":"artifact-templates-design-code-architecture","kind":"skill","name":"Artifact Templates — design-code-architecture","tagline":"Skeletons this metaskill creates in the user's docs/ folder. Extend-only artifacts (TECH-DEBT.md, TESTING.md, OPERATIONS.md) are governed…","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"artifact templates — design-code-architecture skeletons this metaskill creates in the user's docs/ folder. extend-only artifacts (tech-debt.md, testing.md, operations.md) are governed… artifact-templates-design-code-architecture coding "},{"slug":"artifact-templates-grow-app","kind":"skill","name":"Artifact templates — grow-app","tagline":"Skeletons this metaskill creates in the user's docs/ folder. Extend-only artifacts (CUSTOMER.md, EXPERIMENTS.md, DESIGN.md, OFFER.md, and…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"artifact templates — grow-app skeletons this metaskill creates in the user's docs/ folder. extend-only artifacts (customer.md, experiments.md, design.md, offer.md, and… artifact-templates-grow-app uncategorised "},{"slug":"artifact-templates-grow-business","kind":"skill","name":"Artifact templates — grow-business","tagline":"Skeletons this metaskill creates in the user's docs/ folder. 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Based on Robert C.…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"code smells and heuristics comprehensive catalog of code smells organized by category, with identification criteria and targeted refactorings. based on robert c.… code-smells-and-heuristics uncategorised "},{"slug":"collaborative-design-in-lean-ux","kind":"skill","name":"Collaborative design in lean UX","tagline":"Lean UX replaces the lone-designer model with cross-functional collaboration. Design is not a phase or a department; it is a team activity.…","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/map-flow","taskName":"User flows","hay":"collaborative design in lean ux lean ux replaces the lone-designer model with cross-functional collaboration. design is not a phase or a department; it is a team activity.… collaborative-design-in-lean-ux design & ui "},{"slug":"comments-and-formatting","kind":"skill","name":"Comments and formatting","tagline":"Comprehensive guide to comment discipline and code formatting. Based on Robert C. Martin's Clean Code, Chapters 4 and 5.","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"comments and formatting comprehensive guide to comment discipline and code formatting. based on robert c. martin's clean code, chapters 4 and 5. comments-and-formatting coding "},{"slug":"commitment-and-advancement","kind":"skill","name":"Commitment and advancement","tagline":"The most dangerous lie in customer development is \"That sounds great -- keep me posted.\" It feels like progress but is actually a polite…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"commitment and advancement the most dangerous lie in customer development is \"that sounds great -- keep me posted.\" it feels like progress but is actually a polite… commitment-and-advancement uncategorised "},{"slug":"commitment-and-consistency-the-power-of-small-yeses","kind":"skill","name":"Commitment and Consistency: The Power of Small Yeses","tagline":"Once people make a choice or take a stand, they encounter personal and interpersonal pressure to behave consistently with that commitment.…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"commitment and consistency: the power of small yeses once people make a choice or take a stand, they encounter personal and interpersonal pressure to behave consistently with that commitment.… commitment-and-consistency-the-power-of-small-yeses uncategorised "},{"slug":"competitive-alternatives-analysis","kind":"skill","name":"Competitive alternatives analysis","tagline":"Understanding your true competitive alternatives is the essential first step in positioning. Most companies make the mistake of defining…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"competitive alternatives analysis understanding your true competitive alternatives is the essential first step in positioning. most companies make the mistake of defining… competitive-alternatives-analysis uncategorised "},{"slug":"competitive-positioning-for-crossing-the-chasm","kind":"skill","name":"Competitive positioning for crossing the chasm","tagline":"Positioning is not what you say about your product. It is how your target customer categorizes your product in their mind relative to…","author":"wondelai","license":"MIT","stars":2235,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"competitive positioning for crossing the chasm positioning is not what you say about your product. it is how your target customer categorizes your product in their mind relative to… competitive-positioning-for-crossing-the-chasm marketing "},{"slug":"component-principles","kind":"skill","name":"Component principles","tagline":"Components are the units of deployment -- the smallest entities that can be independently deployed. In Java they are jar files, in Ruby…","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/ui-components","taskName":"UI components","hay":"component principles components are the units of deployment -- the smallest entities that can be independently deployed. in java they are jar files, in ruby… component-principles coding "},{"slug":"conceptual-models-how-users-think-products-work","kind":"skill","name":"Conceptual Models: How Users Think Products Work","tagline":"A conceptual model is a mental representation of how something works. Users form conceptual models of every product they interact with,…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"conceptual models: how users think products work a conceptual model is a mental representation of how something works. users form conceptual models of every product they interact with,… conceptual-models-how-users-think-products-work uncategorised "},{"slug":"concrete-making-ideas-tangible-and-memorable","kind":"skill","name":"Concrete: Making Ideas Tangible and Memorable","tagline":"Abstraction is the enemy of memory. The more abstract your language, the fewer hooks your audience has to hold onto. Concrete ideas stick…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"concrete: making ideas tangible and memorable abstraction is the enemy of memory. the more abstract your language, the fewer hooks your audience has to hold onto. concrete ideas stick… concrete-making-ideas-tangible-and-memorable uncategorised "},{"slug":"constraints-limiting-actions-to-prevent-errors","kind":"skill","name":"Constraints: Limiting Actions to Prevent Errors","tagline":"Constraints are design elements that limit the possible actions a user can take. Used well, they make errors impossible or improbable. The…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"constraints: limiting actions to prevent errors constraints are design elements that limit the possible actions a user can take. used well, they make errors impossible or improbable. the… constraints-limiting-actions-to-prevent-errors uncategorised "},{"slug":"continuous-discovery","kind":"skill","name":"Continuous Discovery Habits Framework","tagline":"Tell us your goal and what customers have been saying; get back a one-page map of what people actually struggle with, ranked by what to tackle first.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"continuous discovery habits framework tell us your goal and what customers have been saying; get back a one-page map of what people actually struggle with, ranked by what to tackle first. continuous-discovery data & ai you keep building or offering things based on gut feeling and whoever complains loudest, and half of it goes nowhere. you want a clear picture of what your customers actually struggle with so you stop wasting time and money on stuff nobody wants."},{"slug":"conversion-optimization","kind":"skill","name":"Conversion optimization","tagline":"Guided journey from a leaking conversion flow - landing page, signup, checkout, or in-app onboarding - to a measured, tested funnel. Orchestrates six skills phase by phase - lean-analytics, cro-methodology, storybrand-messaging, hundred-million-offers, influence-psychology, design-everyday-things - each phase carries its full method inline so it runs standalone, asking the user questions at every decision point and recording results in the project docs/ folder (FUNNEL.md, METRICS.md, EXPERIMENTS.md, CONVERSION-OPTIMIZATION-PLAN.md) so the journey resumes across sessions. Use when the user wants to raise conversion on a specific flow, fix checkout or signup abandonment, diagnose onboarding drop-off, or says ''people start but never finish''. With no site yet, use create-website; for a whole-site look, message, and speed audit, improve-website; if the flow converts but needs traffic, grow-website; for in-product engagement and retention, improve-app. For one framework in isolation, invoke that skill directly.","author":"wondelai","license":"MIT","stars":2235,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"conversion optimization guided journey from a leaking conversion flow - landing page, signup, checkout, or in-app onboarding - to a measured, tested funnel. orchestrates six skills phase by phase - lean-analytics, cro-methodology, storybrand-messaging, hundred-million-offers, influence-psychology, design-everyday-things - each phase carries its full method inline so it runs standalone, asking the user questions at every decision point and recording results in the project docs/ folder (funnel.md, metrics.md, experiments.md, conversion-optimization-plan.md) so the journey resumes across sessions. use when the user wants to raise conversion on a specific flow, fix checkout or signup abandonment, diagnose onboarding drop-off, or says ''people start but never finish''. with no site yet, use create-website; for a whole-site look, message, and speed audit, improve-website; if the flow converts but needs traffic, grow-website; for in-product engagement and retention, improve-app. for one framework in isolation, invoke that skill directly. conversion-optimization marketing "},{"slug":"conversion-optimization-artifact-templates","kind":"skill","name":"Conversion optimization artifact templates","tagline":"Skeletons for every docs/ file this journey writes. Read the file before writing: if it is missing, create it from the full skeleton below…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"conversion optimization artifact templates skeletons for every docs/ file this journey writes. read the file before writing: if it is missing, create it from the full skeleton below… conversion-optimization-artifact-templates uncategorised "},{"slug":"conversion-optimization-phase-methods","kind":"skill","name":"Conversion optimization phase methods","tagline":"The full fallback method for each phase — read the relevant section before running a phase from its Brief (constituent skill not…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"conversion optimization phase methods the full fallback method for each phase — read the relevant section before running a phase from its brief (constituent skill not… conversion-optimization-phase-methods uncategorised "},{"slug":"core-web-vitals-optimization","kind":"skill","name":"Core web vitals optimization","tagline":"Core Web Vitals are Google's standardized performance metrics that measure real user experience. They directly impact search ranking and…","author":"wondelai","license":"MIT","stars":2235,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"core web vitals optimization core web vitals are google's standardized performance metrics that measure real user experience. they directly impact search ranking and… core-web-vitals-optimization marketing "},{"slug":"craft-your-message","kind":"skill","name":"Craft your message","tagline":"Your message is the bridge between your target market and your offer. It answers the most important question a prospect has: \"Why should I…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"craft your message your message is the bridge between your target market and your offer. it answers the most important question a prospect has: \"why should i… craft-your-message uncategorised "},{"slug":"create-website","kind":"skill","name":"Create a Website","tagline":"Guided journey from a blank page to a live, high-converting website, built message-first, then design, then conversion. Orchestrates ten skills phase by phase - one-page-marketing, storybrand-messaging, made-to-stick, top-design, web-typography, refactoring-ui, ux-heuristics, cro-methodology, scorecard-marketing, steve-jobs-design-review - asking the user questions at every decision point and recording results in the project docs/ folder (POSITIONING.md, WEBSITE.md, CREATE-WEBSITE-PLAN.md) so the journey resumes across sessions. Use when the user wants to build a new website or landing page from scratch, turn a validated idea into a page that converts, or says ''build me a landing page for my SaaS''. Site already exists: use improve-website site-wide, conversion-optimization for one flow, or grow-website for traffic; building a software product, not a marketing site: create-app; no positioning yet: create-business first, or the positioning phase here. For one framework in isolation, invoke that skill directly.","author":"wondelai","license":"MIT","stars":2235,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"create a website guided journey from a blank page to a live, high-converting website, built message-first, then design, then conversion. orchestrates ten skills phase by phase - one-page-marketing, storybrand-messaging, made-to-stick, top-design, web-typography, refactoring-ui, ux-heuristics, cro-methodology, scorecard-marketing, steve-jobs-design-review - asking the user questions at every decision point and recording results in the project docs/ folder (positioning.md, website.md, create-website-plan.md) so the journey resumes across sessions. use when the user wants to build a new website or landing page from scratch, turn a validated idea into a page that converts, or says ''build me a landing page for my saas''. site already exists: use improve-website site-wide, conversion-optimization for one flow, or grow-website for traffic; building a software product, not a marketing site: create-app; no positioning yet: create-business first, or the positioning phase here. for one framework in isolation, invoke that skill directly. create-website marketing "},{"slug":"create-app-artifact-templates","kind":"skill","name":"Create app artifact templates","tagline":"Skeletons this metaskill creates in the user's docs/ folder. Extend-only artifacts (CUSTOMER.md, STRATEGY.md, TECH-DEBT.md) are governed by…","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"create app artifact templates skeletons this metaskill creates in the user's docs/ folder. extend-only artifacts (customer.md, strategy.md, tech-debt.md) are governed by… create-app-artifact-templates business & ops "},{"slug":"credible-making-people-believe-your-idea","kind":"skill","name":"Credible: Making People Believe Your Idea","tagline":"An idea can be simple, surprising, concrete, and emotional — but if people do not believe it, none of that matters. Credibility is what…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"credible: making people believe your idea an idea can be simple, surprising, concrete, and emotional — but if people do not believe it, none of that matters. credibility is what… credible-making-people-believe-your-idea uncategorised "},{"slug":"cro-research-methods-tools","kind":"skill","name":"CRO Research Methods & Tools","tagline":"Don't guess why visitors don't convert. Use these methods to discover the truth.","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"cro research methods & tools don't guess why visitors don't convert. use these methods to discover the truth. cro-research-methods-tools uncategorised "},{"slug":"cro-testing-methodology","kind":"skill","name":"CRO testing methodology","tagline":"Deep-dive into experiment design, statistical rigor, and test prioritization from the CRE Methodology.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/deep-research","taskName":"Deep research","hay":"cro testing methodology deep-dive into experiment design, statistical rigor, and test prioritization from the cre methodology. cro-testing-methodology business & ops "},{"slug":"crossing-the-chasm-for-modern-b2b-saas","kind":"skill","name":"Crossing the chasm for modern B2B SAAS","tagline":"Geoffrey Moore wrote Crossing the Chasm in 1991, when enterprise software was sold on CDs, installed on-premise, and purchased through…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"crossing the chasm for modern b2b saas geoffrey moore wrote crossing the chasm in 1991, when enterprise software was sold on cds, installed on-premise, and purchased through… crossing-the-chasm-for-modern-b2b-saas uncategorised "},{"slug":"crossing-the-chasm","kind":"skill","name":"Crossing the Chasm Framework","tagline":"Navigate the technology adoption lifecycle from early adopters to mainstream market. Use when the user mentions \"crossing the chasm\", \"beachhead segment\", \"whole product\", \"early adopters vs mainstream\", \"tech go-to-market\", \"bowling pin strategy\", \"technology adoption lifecycle\", \"pragmatist buyers\", \"growth stalled after early adopters\", or \"our go-to-market plan\". Also trigger when planning go-to-market for a technical product. Covers the D-Day analogy, bowling-pin strategy, the tornado, and positioning against incumbents. For product positioning, see obviously-awesome. For new market creation, see blue-ocean-strategy.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"crossing the chasm framework navigate the technology adoption lifecycle from early adopters to mainstream market. use when the user mentions \"crossing the chasm\", \"beachhead segment\", \"whole product\", \"early adopters vs mainstream\", \"tech go-to-market\", \"bowling pin strategy\", \"technology adoption lifecycle\", \"pragmatist buyers\", \"growth stalled after early adopters\", or \"our go-to-market plan\". also trigger when planning go-to-market for a technical product. covers the d-day analogy, bowling-pin strategy, the tornado, and positioning against incumbents. for product positioning, see obviously-awesome. for new market creation, see blue-ocean-strategy. crossing-the-chasm business & ops "},{"slug":"crossing-the-chasm-case-studies","kind":"skill","name":"Crossing the Chasm: Case Studies","tagline":"Theory matters, but pattern recognition from real companies is what makes the framework actionable. This reference provides detailed case…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"crossing the chasm: case studies theory matters, but pattern recognition from real companies is what makes the framework actionable. this reference provides detailed case… crossing-the-chasm-case-studies uncategorised "},{"slug":"customer-experience","kind":"skill","name":"Customer experience","tagline":"The sale is not the finish line — it is the starting line. The AFTER phase begins the moment someone becomes a customer. Delivering a…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"customer experience the sale is not the finish line — it is the starting line. the after phase begins the moment someone becomes a customer. delivering a… customer-experience uncategorised "},{"slug":"data-models-and-query-languages","kind":"skill","name":"Data models and query languages","tagline":"Choosing a data model is the most consequential architectural decision in an application. The data model shapes not only how data is…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"data models and query languages choosing a data model is the most consequential architectural decision in an application. the data model shapes not only how data is… data-models-and-query-languages uncategorised "},{"slug":"decisions-planning-and-okrs","kind":"skill","name":"Decisions, Planning, and OKRs","tagline":"- The Ideal Decision Process","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"decisions, planning, and okrs - the ideal decision process decisions-planning-and-okrs business & ops "},{"slug":"design-code-architecture","kind":"skill","name":"Design code architecture","tagline":"Guided journey from an app idea to a deliberate architecture: boundaries, domain model, data decisions, and resilience, making only the expensive-to-reverse decisions and deferring the rest. Orchestrates eight skills phase by phase - clean-architecture, domain-driven-design, system-design, ddia-systems, software-design-philosophy, release-it, pragmatic-programmer, 37signals-way - asking the user questions at every decision point and recording results in the project docs/ folder (ARCHITECTURE.md, DESIGN-CODE-ARCHITECTURE-PLAN.md) so the journey resumes across sessions. Use when the user wants to design a new app''s architecture, choose boundaries and a domain model, decide monolith versus microservices, or says ''how should I structure this app''. If a codebase already exists, use remove-technical-debt (aged), improve-code-quality (fresh prototype), or architecture-optimization (slow but working); if unvalidated, run create-business or create-app first. For one framework in isolation, invoke that skill directly.","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"design code architecture guided journey from an app idea to a deliberate architecture: boundaries, domain model, data decisions, and resilience, making only the expensive-to-reverse decisions and deferring the rest. orchestrates eight skills phase by phase - clean-architecture, domain-driven-design, system-design, ddia-systems, software-design-philosophy, release-it, pragmatic-programmer, 37signals-way - asking the user questions at every decision point and recording results in the project docs/ folder (architecture.md, design-code-architecture-plan.md) so the journey resumes across sessions. use when the user wants to design a new app''s architecture, choose boundaries and a domain model, decide monolith versus microservices, or says ''how should i structure this app''. if a codebase already exists, use remove-technical-debt (aged), improve-code-quality (fresh prototype), or architecture-optimization (slow but working); if unvalidated, run create-business or create-app first. for one framework in isolation, invoke that skill directly. design-code-architecture coding "},{"slug":"design-everyday-things","kind":"skill","name":"Design of Everyday Things Framework","tagline":"Describe your app, website, or product and how people use it. Get back a plain list of every spot where people get stuck or confused, and exactly how to fix each one.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"design of everyday things framework describe your app, website, or product and how people use it. get back a plain list of every spot where people get stuck or confused, and exactly how to fix each one. design-everyday-things design & ui people keep getting stuck, dropping off, or emailing me confused, and i honestly can't tell why. it all makes perfect sense to me, so i have no idea what's actually tripping everyone else up."},{"slug":"design-sprint-case-studies","kind":"skill","name":"Design sprint case studies","tagline":"These case studies illustrate how real teams used the design sprint process to solve critical business problems. Each study follows the…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"design sprint case studies these case studies illustrate how real teams used the design sprint process to solve critical business problems. each study follows the… design-sprint-case-studies uncategorised "},{"slug":"design-sprint","kind":"skill","name":"Design Sprint Framework","tagline":"Hand in the big decision keeping you stuck; get back a day-by-day plan for one focused week that ends with real answers from five customers.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"design sprint framework hand in the big decision keeping you stuck; get back a day-by-day plan for one focused week that ends with real answers from five customers. design-sprint data & ai you keep going in circles on a big decision and nobody can agree, so months pass and nothing gets tested with actual customers. you want a way to get a real answer fast, before you sink money and time into building the wrong thing."},{"slug":"ddia-systems","kind":"skill","name":"Designing Data-Intensive Applications Framework","tagline":"Design data systems by understanding storage engines, replication, partitioning, transactions, and consistency models. Use when the user mentions \"database choice\", \"which database should I use\", \"SQL or NoSQL\", \"replication lag\", \"partitioning strategy\", \"consistency vs availability\", \"stream processing\", \"ACID transactions\", \"eventual consistency\", \"my queries are slow at scale\", or \"data is inconsistent across replicas\". Also trigger when choosing a datastore, designing data pipelines, or debugging distributed-system consistency issues. Covers data models, batch/stream processing, and distributed consensus. For system design, see system-design. For resilience, see release-it.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"designing data-intensive applications framework design data systems by understanding storage engines, replication, partitioning, transactions, and consistency models. use when the user mentions \"database choice\", \"which database should i use\", \"sql or nosql\", \"replication lag\", \"partitioning strategy\", \"consistency vs availability\", \"stream processing\", \"acid transactions\", \"eventual consistency\", \"my queries are slow at scale\", or \"data is inconsistent across replicas\". also trigger when choosing a datastore, designing data pipelines, or debugging distributed-system consistency issues. covers data models, batch/stream processing, and distributed consensus. for system design, see system-design. for resilience, see release-it. ddia-systems business & ops "},{"slug":"detecting-bad-strategy","kind":"skill","name":"Detecting bad strategy","tagline":"- Bad Strategy Is Its Own Species","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"detecting bad strategy - bad strategy is its own species detecting-bad-strategy business & ops "},{"slug":"diagnosing-the-four-monetization-failures","kind":"skill","name":"Diagnosing the four monetization failures","tagline":"- The Four Failures at a Glance","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"diagnosing the four monetization failures - the four failures at a glance diagnosing-the-four-monetization-failures uncategorised "},{"slug":"document-types","kind":"skill","name":"Document types","tagline":"Deepens SKILL.md §1 (Know the Reader and the Document's Job): which document type fits a given reader's question, the audience and scope…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"document types deepens skill.md §1 (know the reader and the document's job): which document type fits a given reader's question, the audience and scope… document-types uncategorised "},{"slug":"domain-events","kind":"skill","name":"Domain events","tagline":"A domain event represents something that happened in the domain that domain experts care about. Events are named in past tense, are…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"domain events a domain event represents something that happened in the domain that domain experts care about. events are named in past tense, are… domain-events uncategorised "},{"slug":"domain-driven-design","kind":"skill","name":"Domain-Driven Design Framework","tagline":"Model software around the business domain using bounded contexts, aggregates, and ubiquitous language. Use when the user mentions \"domain modeling\", \"bounded context\", \"aggregate root\", \"ubiquitous language\", \"anti-corruption layer\", \"context mapping\", \"domain events\", \"strategic design\", \"the code doesnt match the business\", or \"how do we split this big system\". Also trigger when breaking a monolith into services, defining service boundaries, or aligning code structure with business processes. Covers entities vs value objects, domain events, and context mapping strategies. For architecture layers, see clean-architecture. For complexity, see software-design-philosophy.","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"domain-driven design framework model software around the business domain using bounded contexts, aggregates, and ubiquitous language. use when the user mentions \"domain modeling\", \"bounded context\", \"aggregate root\", \"ubiquitous language\", \"anti-corruption layer\", \"context mapping\", \"domain events\", \"strategic design\", \"the code doesnt match the business\", or \"how do we split this big system\". also trigger when breaking a monolith into services, defining service boundaries, or aligning code structure with business processes. covers entities vs value objects, domain events, and context mapping strategies. for architecture layers, see clean-architecture. for complexity, see software-design-philosophy. domain-driven-design coding "},{"slug":"drive-motivation","kind":"skill","name":"Drive Motivation Framework","tagline":"Design motivation systems using Autonomy, Mastery, and Purpose (AMP) for products and teams. Use when the user mentions \"intrinsic motivation\", \"gamification isnt working\", \"rewards arent working\", \"autonomy\", \"mastery\", \"purpose-driven\", \"my team is disengaged\", or \"how do I motivate people\". Also trigger when designing onboarding progression, fixing broken gamification, or building team structures that sustain high performance. Covers why carrot-and-stick fails and how to build progress systems. For habit-forming product loops, see hooked-ux. For retention behavior design, see improve-retention.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"drive motivation framework design motivation systems using autonomy, mastery, and purpose (amp) for products and teams. use when the user mentions \"intrinsic motivation\", \"gamification isnt working\", \"rewards arent working\", \"autonomy\", \"mastery\", \"purpose-driven\", \"my team is disengaged\", or \"how do i motivate people\". also trigger when designing onboarding progression, fixing broken gamification, or building team structures that sustain high performance. covers why carrot-and-stick fails and how to build progress systems. for habit-forming product loops, see hooked-ux. for retention behavior design, see improve-retention. drive-motivation business & ops "},{"slug":"emotion-engineering-high-arousal-feelings-that-drive-sharing","kind":"skill","name":"Emotion: Engineering High-Arousal Feelings That Drive Sharing","tagline":"When we care, we share. But not all emotions are created equal. High-arousal emotions — both positive and negative — drive sharing, while…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"emotion: engineering high-arousal feelings that drive sharing when we care, we share. but not all emotions are created equal. high-arousal emotions — both positive and negative — drive sharing, while… emotion-engineering-high-arousal-feelings-that-drive-sharing uncategorised "},{"slug":"emotional-making-people-care","kind":"skill","name":"Emotional: Making People Care","tagline":"People act on feelings, not facts. Research consistently shows that emotional processing drives decisions, and rational analysis follows to…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"emotional: making people care people act on feelings, not facts. research consistently shows that emotional processing drives decisions, and rational analysis follows to… emotional-making-people-care uncategorised "},{"slug":"empowered-product-teams","kind":"skill","name":"Empowered product teams","tagline":"How to structure, staff, and lead product teams that are empowered to discover and deliver solutions to hard problems -- and why the…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"empowered product teams how to structure, staff, and lead product teams that are empowered to discover and deliver solutions to hard problems -- and why the… empowered-product-teams uncategorised "},{"slug":"inspired-product","kind":"skill","name":"Empowered Product Teams Framework","tagline":"Describe how your team decides what to build and how it works day to day; get back a scored honest diagnosis and the exact habits to change.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"empowered product teams framework describe how your team decides what to build and how it works day to day; get back a scored honest diagnosis and the exact habits to change. inspired-product business & ops my team is always busy shipping, but customers aren't any happier and our numbers aren't moving. i can't tell if we're actually solving real problems or just cranking out features nobody asked for."},{"slug":"engines-of-growth","kind":"skill","name":"Engines of growth","tagline":"Every startup that grows sustainably does so through one of three engines of growth. Each engine is a feedback loop where past customers…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"engines of growth every startup that grows sustainably does so through one of three engines of growth. each engine is a feedback loop where past customers… engines-of-growth uncategorised "},{"slug":"entities-and-use-cases","kind":"skill","name":"Entities and use cases","tagline":"Entities and Use Cases form the two innermost circles of Clean Architecture. Entities contain Enterprise Business Rules -- the most general…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"entities and use cases entities and use cases form the two innermost circles of clean architecture. entities contain enterprise business rules -- the most general… entities-and-use-cases uncategorised "},{"slug":"traction-eos","kind":"skill","name":"Entrepreneurial Operating System (EOS)","tagline":"Describe how your business runs today and get back a clear health score across six core areas, plus the exact next step to fix each weak spot.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"entrepreneurial operating system (eos) describe how your business runs today and get back a clear health score across six core areas, plus the exact next step to fix each weak spot. traction-eos business & ops you're working flat out but the same problems keep coming back and the team isn't pulling in the same direction. you know something's off but can't put your finger on what to fix first."},{"slug":"errc-grid-the-four-actions-framework","kind":"skill","name":"ERRC Grid: The Four Actions Framework","tagline":"The Eliminate-Reduce-Raise-Create (ERRC) grid is the operational tool that translates blue ocean thinking into concrete strategic actions.…","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"errc grid: the four actions framework the eliminate-reduce-raise-create (errc) grid is the operational tool that translates blue ocean thinking into concrete strategic actions.… errc-grid-the-four-actions-framework business & ops "},{"slug":"error-handling","kind":"skill","name":"Error handling","tagline":"Comprehensive guide to writing clean error handling that keeps business logic readable. Based on Robert C. Martin's Clean Code, Chapter 7.","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"error handling comprehensive guide to writing clean error handling that keeps business logic readable. based on robert c. martin's clean code, chapter 7. error-handling coding "},{"slug":"escape-velocity-the-ceiling-and-the-moat","kind":"skill","name":"Escape Velocity, the Ceiling, and the Moat","tagline":"- Escape Velocity Is an Operating Model","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"escape velocity, the ceiling, and the moat - escape velocity is an operating model escape-velocity-the-ceiling-and-the-moat uncategorised "},{"slug":"ethical-boundaries-in-habit-forming-design","kind":"skill","name":"Ethical boundaries in habit forming design","tagline":"Distinguishing ethical engagement from dark patterns, protecting vulnerable users, and building products that genuinely improve lives.","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ethical boundaries in habit forming design distinguishing ethical engagement from dark patterns, protecting vulnerable users, and building products that genuinely improve lives. ethical-boundaries-in-habit-forming-design uncategorised "},{"slug":"ethics-of-influence-persuasion-vs-manipulation","kind":"skill","name":"Ethics of Influence: Persuasion vs. Manipulation","tagline":"The same psychological principles that help users discover products they genuinely need can be weaponized to exploit cognitive biases and…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ethics of influence: persuasion vs. manipulation the same psychological principles that help users discover products they genuinely need can be weaponized to exploit cognitive biases and… ethics-of-influence-persuasion-vs-manipulation uncategorised "},{"slug":"experience-mapping","kind":"skill","name":"Experience mapping","tagline":"A guide to creating current-state experience maps that reveal customer pain points, emotions, and unmet needs -- turning interview data…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"experience mapping a guide to creating current-state experience maps that reveal customer pain points, emotions, and unmet needs -- turning interview data… experience-mapping uncategorised "},{"slug":"experiment-patterns-for-lean-ux","kind":"skill","name":"Experiment patterns for lean UX","tagline":"Experiments are the engine of learning in Lean UX. The right experiment answers the hypothesis with the least effort. Choosing the wrong…","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/map-flow","taskName":"User flows","hay":"experiment patterns for lean ux experiments are the engine of learning in lean ux. the right experiment answers the hypothesis with the least effort. choosing the wrong… experiment-patterns-for-lean-ux design & ui "},{"slug":"facilitation-guide-for-sprint-masters","kind":"skill","name":"Facilitation guide for sprint masters","tagline":"The Sprint Master makes or breaks the design sprint. This role is equal parts timekeeper, therapist, traffic cop, and energy manager. A…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"facilitation guide for sprint masters the sprint master makes or breaks the design sprint. this role is equal parts timekeeper, therapist, traffic cop, and energy manager. a… facilitation-guide-for-sprint-masters uncategorised "},{"slug":"feedback-patterns-for-microinteractions","kind":"skill","name":"Feedback patterns for microinteractions","tagline":"Feedback is how a microinteraction communicates its rules to the user. It answers the most fundamental question in any interaction: \"What…","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"feedback patterns for microinteractions feedback is how a microinteraction communicates its rules to the user. it answers the most fundamental question in any interaction: \"what… feedback-patterns-for-microinteractions design & ui "},{"slug":"feedback-communicating-results-back-to-the-user","kind":"skill","name":"Feedback: Communicating Results Back to the User","tagline":"Feedback is the information a system sends back to the user after an action. Without feedback, users operate in the dark: they cannot tell…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"feedback: communicating results back to the user feedback is the information a system sends back to the user after an action. without feedback, users operate in the dark: they cannot tell… feedback-communicating-results-back-to-the-user uncategorised "},{"slug":"cro-methodology","kind":"skill","name":"Find out why your page isn't selling","tagline":"Paste your sales or landing page and tell us who it's for — get back the exact reasons visitors leave without buying and what to change first.","author":"wondelai","license":"MIT","stars":2235,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"find out why your page isn't selling paste your sales or landing page and tell us who it's for — get back the exact reasons visitors leave without buying and what to change first. cro-methodology business & ops people land on my page but hardly anyone buys or signs up, and i have no idea what's putting them off. i keep tweaking things based on guesses and nothing moves the needle."},{"slug":"lean-analytics","kind":"skill","name":"Find the one number your business should track","tagline":"Paste your business situation and the numbers you watch; get back the single metric that actually matters now, a target to hit, and what to stop tracking.","author":"wondelai","license":"MIT","stars":2235,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"find the one number your business should track paste your business situation and the numbers you watch; get back the single metric that actually matters now, a target to hit, and what to stop tracking. lean-analytics business & ops i stare at a dashboard full of numbers and still can't tell if things are going well or badly. everything is technically going up, but i don't know which number to actually act on."},{"slug":"finding-conversations","kind":"skill","name":"Finding conversations","tagline":"The hardest part of customer development isn't knowing what to ask -- it's finding people to ask. This reference covers where to find your…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"finding conversations the hardest part of customer development isn't knowing what to ask -- it's finding people to ask. this reference covers where to find your… finding-conversations uncategorised "},{"slug":"finding-your-starving-crowd-market-selection-for-grand-slam-offers","kind":"skill","name":"Finding Your Starving Crowd: Market Selection for Grand Slam Offers","tagline":"The most common reason offers fail is not that the offer is bad -- it is that the market is wrong. Before building any offer, you must find…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"finding your starving crowd: market selection for grand slam offers the most common reason offers fail is not that the offer is bad -- it is that the market is wrong. before building any offer, you must find… finding-your-starving-crowd-market-selection-for-grand-slam-offers uncategorised "},{"slug":"five-whys-root-cause-analysis","kind":"skill","name":"Five whys root cause analysis","tagline":"The Five Whys is a root cause analysis technique adapted from the Toyota Production System for use in startups. When something goes wrong,…","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"five whys root cause analysis the five whys is a root cause analysis technique adapted from the toyota production system for use in startups. when something goes wrong,… five-whys-root-cause-analysis coding "},{"slug":"high-output-management","kind":"skill","name":"Fix How You Run Your Team","tagline":"You describe how you currently run your team, meetings, and week. You get back an honest scorecard and a short list of the exact changes that would make you a better manager.","author":"wondelai","license":"MIT","stars":2235,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"fix how you run your team you describe how you currently run your team, meetings, and week. you get back an honest scorecard and a short list of the exact changes that would make you a better manager. high-output-management business & ops i got promoted for being good at the work, but now i spend all day in meetings and firefighting and never feel like i'm actually managing. i don't know if my one-on-ones, my metrics, or the way i run my week are helping the team or quietly holding them back."},{"slug":"friday-test-with-real-users","kind":"skill","name":"Friday: Test with Real Users","tagline":"Friday is the payoff. Five customers interact with the prototype while the team watches, listens, and takes notes. By the end of the day,…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"friday: test with real users friday is the payoff. five customers interact with the prototype while the team watches, listens, and takes notes. by the end of the day,… friday-test-with-real-users uncategorised "},{"slug":"functions-and-methods","kind":"skill","name":"Functions and methods","tagline":"Comprehensive guide to writing small, focused functions that do one thing well. Based on Robert C. Martin's Clean Code, Chapters 3 and 4.","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"functions and methods comprehensive guide to writing small, focused functions that do one thing well. based on robert c. martin's clean code, chapters 3 and 4. functions-and-methods uncategorised "},{"slug":"funnel-analysis-framework","kind":"skill","name":"Funnel analysis framework","tagline":"Deep methodology for mapping, analyzing, and optimizing conversion funnels.","author":"wondelai","license":"MIT","stars":2235,"dept":"marketing","deptName":"Marketing","task":"marketing/measure-marketing","taskName":"Attribution","hay":"funnel analysis framework deep methodology for mapping, analyzing, and optimizing conversion funnels. funnel-analysis-framework marketing "},{"slug":"good-strategy-bad-strategy","kind":"skill","name":"Get an honest read on your business plan","tagline":"Paste your plan, goals, or strategy notes and get back a clear verdict on what's real strategy versus wishful thinking, plus the exact fixes to make it stronger.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"get an honest read on your business plan paste your plan, goals, or strategy notes and get back a clear verdict on what's real strategy versus wishful thinking, plus the exact fixes to make it stronger. good-strategy-bad-strategy data & ai you wrote up your plan for the year but you're not sure it's actually a plan or just a wish list of goals. everyone nods in the meeting, but deep down you can't tell if it will hold up or where the weak spots are."},{"slug":"go-to-market-strategy-for-crossing-the-chasm","kind":"skill","name":"Go to market strategy for crossing the chasm","tagline":"The go-to-market strategy that wins early adopters will fail with pragmatists. Every element -- distribution, messaging, pricing, content,…","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"go to market strategy for crossing the chasm the go-to-market strategy that wins early adopters will fail with pragmatists. every element -- distribution, messaging, pricing, content,… go-to-market-strategy-for-crossing-the-chasm business & ops "},{"slug":"good-metrics-vs-vanity-metrics","kind":"skill","name":"Good metrics vs vanity metrics","tagline":"- The Four Tests of a Good Metric","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"good metrics vs vanity metrics - the four tests of a good metric good-metrics-vs-vanity-metrics uncategorised "},{"slug":"hundred-million-offers","kind":"skill","name":"Grand Slam Offer Creation Framework","tagline":"Tell us what you sell and to whom. Get back a rebuilt offer — bonuses, guarantee, price, deadline and a name — packaged so buyers feel silly saying no.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"grand slam offer creation framework tell us what you sell and to whom. get back a rebuilt offer — bonuses, guarantee, price, deadline and a name — packaged so buyers feel silly saying no. hundred-million-offers business & ops you know your product is good, but people keep saying they'll 'think about it' and then never come back. it feels like you're competing on price and always being talked down."},{"slug":"grand-slam-offers-the-complete-assembly-process","kind":"skill","name":"Grand Slam Offers: The Complete Assembly Process","tagline":"A Grand Slam Offer is not a single product or service. It is a carefully assembled package of solutions that, taken together, address every…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"grand slam offers: the complete assembly process a grand slam offer is not a single product or service. it is a carefully assembled package of solutions that, taken together, address every… grand-slam-offers-the-complete-assembly-process uncategorised "},{"slug":"grow-website","kind":"skill","name":"Grow a Website","tagline":"Guided journey from a website with traffic it under-converts to a research-driven growth engine that captures more leads, persuades more buyers, sells a sharper offer, and earns referrals. Orchestrates eight skills phase by phase - cro-methodology, scorecard-marketing, storybrand-messaging, made-to-stick, influence-psychology, hundred-million-offers, contagious, one-page-marketing - asking the user questions at every decision point and recording results in the project docs/ folder (WEBSITE.md, OFFER.md, MARKETING.md, GROW-WEBSITE-PLAN.md) so the journey resumes across sessions. Use when the user wants to raise conversion on a site that already has traffic, capture more leads, sharpen a weak offer, add referral loops, or says ''my site gets visitors but nobody buys''. If a broken funnel or usability friction is the real blocker, run improve-website first; if there is no site yet, use create-website; for one leaking flow, conversion-optimization. For one framework in isolation, invoke that skill directly.","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"grow a website guided journey from a website with traffic it under-converts to a research-driven growth engine that captures more leads, persuades more buyers, sells a sharper offer, and earns referrals. orchestrates eight skills phase by phase - cro-methodology, scorecard-marketing, storybrand-messaging, made-to-stick, influence-psychology, hundred-million-offers, contagious, one-page-marketing - asking the user questions at every decision point and recording results in the project docs/ folder (website.md, offer.md, marketing.md, grow-website-plan.md) so the journey resumes across sessions. use when the user wants to raise conversion on a site that already has traffic, capture more leads, sharpen a weak offer, add referral loops, or says ''my site gets visitors but nobody buys''. if a broken funnel or usability friction is the real blocker, run improve-website first; if there is no site yet, use create-website; for one leaking flow, conversion-optimization. for one framework in isolation, invoke that skill directly. grow-website marketing "},{"slug":"grow-app","kind":"skill","name":"Grow an App","tagline":"Guided journey from an app people sign up for and then quietly abandon to a sealed retention engine with a habit loop, an activated first run, and one metric the whole team trusts. Orchestrates eight skills phase by phase - hooked-ux, improve-retention, continuous-discovery, lean-ux, inspired-product, lean-analytics, microinteractions, drive-motivation - asking the user questions at every decision point and recording results in the project docs/ folder (PRODUCT.md, METRICS.md, GROW-APP-PLAN.md) so the journey resumes across sessions. Use when the user wants to lift activation and retention, design a habit loop, fix a leaky onboarding funnel, or says ''users sign up then disappear''. Do not use to fix broken UX or performance that no engagement mechanic can paper over - run improve-app first; if there is no app yet, use create-app. For one framework in isolation, invoke that skill directly.","author":"wondelai","license":"MIT","stars":2235,"dept":"support","deptName":"Customer support","task":"support/stop-churn","taskName":"Churn & renewals","hay":"grow an app guided journey from an app people sign up for and then quietly abandon to a sealed retention engine with a habit loop, an activated first run, and one metric the whole team trusts. orchestrates eight skills phase by phase - hooked-ux, improve-retention, continuous-discovery, lean-ux, inspired-product, lean-analytics, microinteractions, drive-motivation - asking the user questions at every decision point and recording results in the project docs/ folder (product.md, metrics.md, grow-app-plan.md) so the journey resumes across sessions. use when the user wants to lift activation and retention, design a habit loop, fix a leaky onboarding funnel, or says ''users sign up then disappear''. do not use to fix broken ux or performance that no engagement mechanic can paper over - run improve-app first; if there is no app yet, use create-app. for one framework in isolation, invoke that skill directly. grow-app business & ops "},{"slug":"guarantees-reversing-risk-to-close-the-deal","kind":"skill","name":"Guarantees: Reversing Risk to Close the Deal","tagline":"The guarantee is one of the most powerful yet underutilized elements of a Grand Slam Offer. Most businesses either offer no guarantee…","author":"wondelai","license":"MIT","stars":2235,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"guarantees: reversing risk to close the deal the guarantee is one of the most powerful yet underutilized elements of a grand slam offer. most businesses either offer no guarantee… guarantees-reversing-risk-to-close-the-deal sales & ecommerce "},{"slug":"habit-testing-framework","kind":"skill","name":"Habit testing framework","tagline":"Systematic approach to measuring whether your product is forming habits. Based on the 5% rule: if at least 5% of users show unprompted,…","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"habit testing framework systematic approach to measuring whether your product is forming habits. based on the 5% rule: if at least 5% of users show unprompted,… habit-testing-framework business & ops "},{"slug":"high-perf-browser","kind":"skill","name":"High Performance Browser Networking Framework","tagline":"Optimize web performance through network protocols, resource loading, and browser rendering internals. Use when the user mentions \"my site is slow\", \"Core Web Vitals\", \"HTTP/2 or HTTP/3\", \"resource hints\", \"network latency\", \"render blocking\", \"TCP/TLS optimization\", \"service worker\", \"Cache-Control or caching strategy\", or \"critical rendering path\". Also trigger when diagnosing slow page loads, optimizing time to first byte, choosing between WebSocket and SSE, or reducing bundle sizes. For UI visual performance, see refactoring-ui. For font loading, see web-typography.","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"high performance browser networking framework optimize web performance through network protocols, resource loading, and browser rendering internals. use when the user mentions \"my site is slow\", \"core web vitals\", \"http/2 or http/3\", \"resource hints\", \"network latency\", \"render blocking\", \"tcp/tls optimization\", \"service worker\", \"cache-control or caching strategy\", or \"critical rendering path\". also trigger when diagnosing slow page loads, optimizing time to first byte, choosing between websocket and sse, or reducing bundle sizes. for ui visual performance, see refactoring-ui. for font loading, see web-typography. high-perf-browser coding "},{"slug":"hook-model-case-studies","kind":"skill","name":"Hook model case studies","tagline":"Detailed analysis of how successful products implement the Hook Model, including both successes and instructive failures.","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"hook model case studies detailed analysis of how successful products implement the hook model, including both successes and instructive failures. hook-model-case-studies uncategorised "},{"slug":"hooked-ux","kind":"skill","name":"Hook Model Framework","tagline":"Design habit-forming product loops using the Hook Model (Trigger, Action, Variable Reward, Investment). Use when the user mentions \"users arent coming back\", \"habit formation\", \"engagement loops\", \"habit zone\", or \"the manipulation matrix\". Also trigger when designing notification or re-engagement strategies, building streaks or progress systems, or analyzing why users stop after signup. Covers ethics evaluation and onboarding for habits. For friction reduction and B=MAP, see improve-retention. For viral sharing, see contagious.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"hook model framework design habit-forming product loops using the hook model (trigger, action, variable reward, investment). use when the user mentions \"users arent coming back\", \"habit formation\", \"engagement loops\", \"habit zone\", or \"the manipulation matrix\". also trigger when designing notification or re-engagement strategies, building streaks or progress systems, or analyzing why users stop after signup. covers ethics evaluation and onboarding for habits. for friction reduction and b=map, see improve-retention. for viral sharing, see contagious. hooked-ux business & ops "},{"slug":"hook-model-product-applications","kind":"skill","name":"Hook model product applications","tagline":"Applying the Hook Model to specific product types with appropriate customization.","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"hook model product applications applying the hook model to specific product types with appropriate customization. hook-model-product-applications uncategorised "},{"slug":"http-protocol-evolution","kind":"skill","name":"Http protocol evolution","tagline":"HTTP has evolved through three major generations, each solving critical performance limitations of its predecessor. Understanding the…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"http protocol evolution http has evolved through three major generations, each solving critical performance limitations of its predecessor. understanding the… http-protocol-evolution uncategorised "},{"slug":"human-error-designing-for-mistakes","kind":"skill","name":"Human Error: Designing for Mistakes","tagline":"There is no such thing as human error. There is only bad design. When a person makes an error, the cause is almost always a design flaw:…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"human error: designing for mistakes there is no such thing as human error. there is only bad design. when a person makes an error, the cause is almost always a design flaw:… human-error-designing-for-mistakes uncategorised "},{"slug":"hypothesis-canvas","kind":"skill","name":"Hypothesis canvas","tagline":"The hypothesis canvas is the central planning artifact in Lean UX. It transforms vague product ideas into structured, testable predictions.…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"hypothesis canvas the hypothesis canvas is the central planning artifact in lean ux. it transforms vague product ideas into structured, testable predictions.… hypothesis-canvas uncategorised "},{"slug":"improve-website","kind":"skill","name":"Improve a Website","tagline":"Guided journey from a live website that underperforms to a prioritized, evidence-backed backlog of conversion, usability, message, and speed fixes - each shipped as a testable experiment. Orchestrates eight skills phase by phase - cro-methodology, ux-heuristics, refactoring-ui, web-typography, storybrand-messaging, high-perf-browser, made-to-stick, design-everyday-things - asking the user questions at every decision point and recording results in the project docs/ folder (WEBSITE.md, DESIGN.md, IMPROVE-WEBSITE-PLAN.md) so the journey resumes across sessions. Use when the user wants to fix a landing page that isn''t converting, diagnose why visitors leave, audit for clarity and usability, or says ''the homepage feels off but a redesign didn''t help''. No site yet, create-website; converts but needs traffic, grow-website; if the friction is in a product app, not the marketing site, improve-app; if one specific flow leaks, conversion-optimization. For one framework in isolation, invoke that skill directly.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"improve a website guided journey from a live website that underperforms to a prioritized, evidence-backed backlog of conversion, usability, message, and speed fixes - each shipped as a testable experiment. orchestrates eight skills phase by phase - cro-methodology, ux-heuristics, refactoring-ui, web-typography, storybrand-messaging, high-perf-browser, made-to-stick, design-everyday-things - asking the user questions at every decision point and recording results in the project docs/ folder (website.md, design.md, improve-website-plan.md) so the journey resumes across sessions. use when the user wants to fix a landing page that isn''t converting, diagnose why visitors leave, audit for clarity and usability, or says ''the homepage feels off but a redesign didn''t help''. no site yet, create-website; converts but needs traffic, grow-website; if the friction is in a product app, not the marketing site, improve-app; if one specific flow leaks, conversion-optimization. for one framework in isolation, invoke that skill directly. improve-website business & ops "},{"slug":"improve-app","kind":"skill","name":"Improve an App","tagline":"Guided journey from a shipped app that works but feels rough to a product that fits the job, flows without friction, reads clearly, and persuades honestly. Orchestrates nine skills phase by phase - jobs-to-be-done, ux-heuristics, design-everyday-things, refactoring-ui, microinteractions, made-to-stick, influence-psychology, high-perf-browser, steve-jobs-design-review - asking the user questions at every decision point and recording results in the project docs/ folder (CUSTOMER.md, DESIGN.md, POSITIONING.md, IMPROVE-APP-PLAN.md) so the journey resumes across sessions. Use when the user wants to fix a clunky product, cut UX friction, sharpen in-app copy, or says ''the app works but feels rough''. Not for code, tests, or hardening - use improve-code-quality (fresh prototype) or remove-technical-debt (aged); no app yet, create-app; needs growth loops, grow-app; marketing-site friction, improve-website; one leaking flow, conversion-optimization. For one framework in isolation, invoke that skill directly.","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/map-flow","taskName":"User flows","hay":"improve an app guided journey from a shipped app that works but feels rough to a product that fits the job, flows without friction, reads clearly, and persuades honestly. orchestrates nine skills phase by phase - jobs-to-be-done, ux-heuristics, design-everyday-things, refactoring-ui, microinteractions, made-to-stick, influence-psychology, high-perf-browser, steve-jobs-design-review - asking the user questions at every decision point and recording results in the project docs/ folder (customer.md, design.md, positioning.md, improve-app-plan.md) so the journey resumes across sessions. use when the user wants to fix a clunky product, cut ux friction, sharpen in-app copy, or says ''the app works but feels rough''. not for code, tests, or hardening - use improve-code-quality (fresh prototype) or remove-technical-debt (aged); no app yet, create-app; needs growth loops, grow-app; marketing-site friction, improve-website; one leaking flow, conversion-optimization. for one framework in isolation, invoke that skill directly. improve-app design & ui "},{"slug":"improve-app-artifact-templates","kind":"skill","name":"Improve app artifact templates","tagline":"Skeletons this metaskill creates in the user's docs/ folder. This journey mostly extends files another","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"improve app artifact templates skeletons this metaskill creates in the user's docs/ folder. this journey mostly extends files another improve-app-artifact-templates uncategorised "},{"slug":"improve-code-quality","kind":"skill","name":"Improve code quality","tagline":"Guided journey from a working-but-untested vibe-coded prototype to a production-ready product with tests, clean structure, a business-rules boundary, and resilience at scale. Orchestrates nine skills phase by phase - working-with-legacy-code, clean-code, refactoring-patterns, software-design-philosophy, clean-architecture, pragmatic-programmer, release-it, system-design, ddia-systems - asking the user questions at every decision point and recording results in the project docs/ folder (TESTING.md, TECH-DEBT.md, IMPROVE-CODE-QUALITY-PLAN.md) so the journey resumes across sessions. Use when the user wants to harden an AI-generated prototype, add tests before refactoring, make code safe to change, or says ''this works on my machine but I am scared to touch it''. For an aged codebase, remove-technical-debt; for greenfield structure, design-code-architecture; for a product and UX pass, improve-app; to optimize speed and structure, architecture-optimization. For one framework in isolation, invoke that skill directly.","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/map-flow","taskName":"User flows","hay":"improve code quality guided journey from a working-but-untested vibe-coded prototype to a production-ready product with tests, clean structure, a business-rules boundary, and resilience at scale. orchestrates nine skills phase by phase - working-with-legacy-code, clean-code, refactoring-patterns, software-design-philosophy, clean-architecture, pragmatic-programmer, release-it, system-design, ddia-systems - asking the user questions at every decision point and recording results in the project docs/ folder (testing.md, tech-debt.md, improve-code-quality-plan.md) so the journey resumes across sessions. use when the user wants to harden an ai-generated prototype, add tests before refactoring, make code safe to change, or says ''this works on my machine but i am scared to touch it''. for an aged codebase, remove-technical-debt; for greenfield structure, design-code-architecture; for a product and ux pass, improve-app; to optimize speed and structure, architecture-optimization. for one framework in isolation, invoke that skill directly. improve-code-quality design & ui "},{"slug":"improve-website-artifact-templates","kind":"skill","name":"Improve website artifact templates","tagline":"Skeletons this metaskill creates in the user's docs/ folder. Extend-only artifacts (POSITIONING.md, METRICS.md) are governed by the section…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"improve website artifact templates skeletons this metaskill creates in the user's docs/ folder. extend-only artifacts (positioning.md, metrics.md) are governed by the section… improve-website-artifact-templates uncategorised "},{"slug":"indicators-and-production-principles-for-software-teams","kind":"skill","name":"Indicators and production principles for software teams","tagline":"- The Breakfast Factory, Translated","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"indicators and production principles for software teams - the breakfast factory, translated indicators-and-production-principles-for-software-teams uncategorised "},{"slug":"influence-case-studies-real-world-applications-across-industries","kind":"skill","name":"Influence Case Studies: Real-World Applications Across Industries","tagline":"The principles of influence are most powerful when studied in action. Each case study below examines how real companies applied multiple…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"influence case studies: real-world applications across industries the principles of influence are most powerful when studied in action. each case study below examines how real companies applied multiple… influence-case-studies-real-world-applications-across-industries uncategorised "},{"slug":"influence-psychology","kind":"skill","name":"Influence Psychology Framework","tagline":"Apply the seven principles of ethical persuasion (reciprocity, commitment, social proof, authority, liking, scarcity, unity) to product design, copy, and sales. Use when the user mentions \"social proof\", \"persuasive copy\", \"why users dont convert\", \"ethical persuasion\", \"reciprocity\", \"scarcity tactics\", \"commitment and consistency\", \"shared identity\", \"in-group\", \"make my copy more persuasive\", \"increase trust\", or \"get more people to say yes\". Also trigger when designing testimonial sections, crafting urgency messaging, or improving trust signals on landing pages. Covers the principles, when each applies, and ethical limits. For deal negotiation tactics, see negotiation. For viral word-of-mouth, see contagious.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"influence psychology framework apply the seven principles of ethical persuasion (reciprocity, commitment, social proof, authority, liking, scarcity, unity) to product design, copy, and sales. use when the user mentions \"social proof\", \"persuasive copy\", \"why users dont convert\", \"ethical persuasion\", \"reciprocity\", \"scarcity tactics\", \"commitment and consistency\", \"shared identity\", \"in-group\", \"make my copy more persuasive\", \"increase trust\", or \"get more people to say yes\". also trigger when designing testimonial sections, crafting urgency messaging, or improving trust signals on landing pages. covers the principles, when each applies, and ethical limits. for deal negotiation tactics, see negotiation. for viral word-of-mouth, see contagious. influence-psychology business & ops "},{"slug":"influence-based-copywriting-frameworks-templates-and-techniques","kind":"skill","name":"Influence-Based Copywriting: Frameworks, Templates, and Techniques","tagline":"Great copy doesn't just communicate; it persuades. The most effective copywriting applies influence principles deliberately, weaving…","author":"wondelai","license":"MIT","stars":2235,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"influence-based copywriting: frameworks, templates, and techniques great copy doesn't just communicate; it persuades. the most effective copywriting applies influence principles deliberately, weaving… influence-based-copywriting-frameworks-templates-and-techniques marketing "},{"slug":"innovation-accounting","kind":"skill","name":"Innovation accounting","tagline":"Traditional accounting measures revenue, profit, and ROI. These metrics are meaningless for a startup operating under extreme uncertainty…","author":"wondelai","license":"MIT","stars":2235,"dept":"finance","deptName":"Finance","task":"finance/do-books","taskName":"Bookkeeping","hay":"innovation accounting traditional accounting measures revenue, profit, and roi. these metrics are meaningless for a startup operating under extreme uncertainty… innovation-accounting business & ops "},{"slug":"interface-adapters-and-frameworks","kind":"skill","name":"Interface adapters and frameworks","tagline":"Interface Adapters and Frameworks & Drivers form the two outermost circles of Clean Architecture. Interface Adapters translate data between…","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"interface adapters and frameworks interface adapters and frameworks & drivers form the two outermost circles of clean architecture. interface adapters translate data between… interface-adapters-and-frameworks design & ui "},{"slug":"interview-snapshots","kind":"skill","name":"Interview snapshots","tagline":"A practical guide to conducting story-based customer interviews, capturing insights in a standardized snapshot format, and building a…","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"interview snapshots a practical guide to conducting story-based customer interviews, capturing insights in a standardized snapshot format, and building a… interview-snapshots business & ops "},{"slug":"ios-accessibility","kind":"skill","name":"Ios accessibility","tagline":"Every interactive element needs accessibility labels:","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"ios accessibility every interactive element needs accessibility labels: ios-accessibility design & ui "},{"slug":"ios-app-icons","kind":"skill","name":"Ios app icons","tagline":"| 1024 × 1024px | App Store |","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/mobile","taskName":"Mobile apps","hay":"ios app icons | 1024 × 1024px | app store | ios-app-icons coding "},{"slug":"ios-colors-theming-reference","kind":"skill","name":"iOS Colors & Theming Reference","tagline":"SKILL.md section 3 covers the core semantic palette (label, secondaryLabel, systemBackground, systemBlue/systemRed/systemGreen) and the…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ios colors & theming reference skill.md section 3 covers the core semantic palette (label, secondarylabel, systembackground, systemblue/systemred/systemgreen) and the… ios-colors-theming-reference uncategorised "},{"slug":"ios-gestures-interactions","kind":"skill","name":"iOS Gestures & Interactions","tagline":"| Gesture | Standard Action |","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ios gestures & interactions | gesture | standard action | ios-gestures-interactions uncategorised "},{"slug":"ios-hig-design","kind":"skill","name":"iOS Human Interface Guidelines Design Skill","tagline":"Design native iOS interfaces following Apple Human Interface Guidelines. Use when the user mentions \"iPhone app\", \"iPad layout\", \"SwiftUI\", \"UIKit\", \"Dynamic Island\", \"safe areas\", \"HIG compliance\", \"SF Symbols\", \"haptic feedback\", \"iOS accessibility\", \"make m","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"ios human interface guidelines design skill design native ios interfaces following apple human interface guidelines. use when the user mentions \"iphone app\", \"ipad layout\", \"swiftui\", \"uikit\", \"dynamic island\", \"safe areas\", \"hig compliance\", \"sf symbols\", \"haptic feedback\", \"ios accessibility\", \"make m ios-hig-design design & ui "},{"slug":"ios-keyboard-input-patterns","kind":"skill","name":"iOS Keyboard & Input Patterns","tagline":"Comprehensive guide to keyboard handling, text input, and hardware keyboard support.","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ios keyboard & input patterns comprehensive guide to keyboard handling, text input, and hardware keyboard support. ios-keyboard-input-patterns uncategorised "},{"slug":"ios-navigation-patterns","kind":"skill","name":"Ios navigation patterns","tagline":"The tab bar provides access to main app destinations.","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ios navigation patterns the tab bar provides access to main app destinations. ios-navigation-patterns uncategorised "},{"slug":"ios-privacy-permissions","kind":"skill","name":"iOS Privacy & Permissions","tagline":"Best practices for permission requests, privacy UI, and building user trust.","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ios privacy & permissions best practices for permission requests, privacy ui, and building user trust. ios-privacy-permissions uncategorised "},{"slug":"ios-system-integration","kind":"skill","name":"Ios system integration","tagline":"Siri, Shortcuts, Handoff, drag and drop, and other system-level integrations.","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ios system integration siri, shortcuts, handoff, drag and drop, and other system-level integrations. ios-system-integration uncategorised "},{"slug":"ios-typography-reference","kind":"skill","name":"Ios typography reference","tagline":"SKILL.md section 2 covers the sizes, weights, and the six type rules (min 11pt, 1.3x line height, 35-50 chars, left-aligned,…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ios typography reference skill.md section 2 covers the sizes, weights, and the six type rules (min 11pt, 1.3x line height, 35-50 chars, left-aligned,… ios-typography-reference uncategorised "},{"slug":"ios-ui-components","kind":"skill","name":"Ios UI components","tagline":"Page-level actions: Appear in nav bar (top) or action bar (bottom)","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ios ui components page-level actions: appear in nav bar (top) or action bar (bottom) ios-ui-components uncategorised "},{"slug":"ios-widgets-app-extensions","kind":"skill","name":"iOS Widgets & App Extensions","tagline":"Design guidelines for widgets, App Clips, and system extensions.","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ios widgets & app extensions design guidelines for widgets, app clips, and system extensions. ios-widgets-app-extensions uncategorised "},{"slug":"jobs-to-be-done","kind":"skill","name":"Jobs to Be Done Framework","tagline":"You describe your business and who buys it. You get back the real reasons customers choose you, what holds buyers back, who you're actually up against, and wording you can reuse.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"jobs to be done framework you describe your business and who buys it. you get back the real reasons customers choose you, what holds buyers back, who you're actually up against, and wording you can reuse. jobs-to-be-done data & ai people buy from me but i'm never sure what actually makes them pick me instead of someone else or nothing at all. when i try to write an ad or explain what i do, i'm mostly guessing at what they care about."},{"slug":"jtbd-case-studies","kind":"skill","name":"Jtbd case studies","tagline":"McDonald's wanted to increase milkshake sales. Traditional research (focus groups, surveys) gave conflicting results: \"less sweet,\" \"more…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"jtbd case studies mcdonald's wanted to increase milkshake sales. traditional research (focus groups, surveys) gave conflicting results: \"less sweet,\" \"more… jtbd-case-studies uncategorised "},{"slug":"jtbd-competitive-strategy","kind":"skill","name":"Jtbd competitive strategy","tagline":"Analyzing competition through the jobs lens and building differentiated positioning.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"jtbd competitive strategy analyzing competition through the jobs lens and building differentiated positioning. jtbd-competitive-strategy business & ops "},{"slug":"jtbd-innovation-process","kind":"skill","name":"Jtbd innovation process","tagline":"Systematic methodology for discovering jobs and translating them into successful innovations.","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"jtbd innovation process systematic methodology for discovering jobs and translating them into successful innovations. jtbd-innovation-process uncategorised "},{"slug":"launching-atomic-networks","kind":"skill","name":"Launching atomic networks","tagline":"- What an Atomic Network Is","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"launching atomic networks - what an atomic network is launching-atomic-networks uncategorised "},{"slug":"lean-startup-applications-by-context","kind":"skill","name":"Lean startup applications by context","tagline":"The Lean Startup was born in Silicon Valley software startups, but its principles apply wherever there is uncertainty about what to build,…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"lean startup applications by context the lean startup was born in silicon valley software startups, but its principles apply wherever there is uncertainty about what to build,… lean-startup-applications-by-context uncategorised "},{"slug":"lean-startup-case-studies","kind":"skill","name":"Lean startup case studies","tagline":"These case studies illustrate how lean principles work in practice. Each follows a consistent structure: the situation before lean methods…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"lean startup case studies these case studies illustrate how lean principles work in practice. each follows a consistent structure: the situation before lean methods… lean-startup-case-studies uncategorised "},{"slug":"lean-startup","kind":"skill","name":"Lean Startup Methodology","tagline":"Design MVPs, validated learning experiments, and pivot-or-persevere decisions using Build-Measure-Learn. Use when the user mentions \"MVP scope\", \"validated learning\", \"pivot or persevere\", \"vanity metrics\", \"test assumptions\", \"innovation accounting\", \"build-measure-learn\", \"minimum viable experiment\", \"should we pivot\", \"test a business idea cheaply\", or \"build the smallest version first\". Also trigger when deciding what to include in a first version, measuring startup progress, or evaluating whether to change direction on a product bet. Covers innovation accounting and actionable metrics. For 5-day prototype testing, see design-sprint. For customer motivation analysis, see jobs-to-be-done.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/deep-research","taskName":"Deep research","hay":"lean startup methodology design mvps, validated learning experiments, and pivot-or-persevere decisions using build-measure-learn. use when the user mentions \"mvp scope\", \"validated learning\", \"pivot or persevere\", \"vanity metrics\", \"test assumptions\", \"innovation accounting\", \"build-measure-learn\", \"minimum viable experiment\", \"should we pivot\", \"test a business idea cheaply\", or \"build the smallest version first\". also trigger when deciding what to include in a first version, measuring startup progress, or evaluating whether to change direction on a product bet. covers innovation accounting and actionable metrics. for 5-day prototype testing, see design-sprint. for customer motivation analysis, see jobs-to-be-done. lean-startup business & ops "},{"slug":"lean-ux","kind":"skill","name":"Lean UX Framework","tagline":"Paste your product or feature plan and get back the riskiest things you're assuming are true, plus the cheapest way to check each one before you spend money building it.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"lean ux framework paste your product or feature plan and get back the riskiest things you're assuming are true, plus the cheapest way to check each one before you spend money building it. lean-ux data & ai i've got an idea for a new product and i'm about to sink real time and money into building it. i'm scared i'll launch and find out nobody actually wanted it, or wanted it a different way."},{"slug":"leap-of-faith-assumptions","kind":"skill","name":"Leap of faith assumptions","tagline":"Every startup is built on a stack of unproven assumptions. Most founders treat these assumptions as facts. The Lean Startup treats them as…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"leap of faith assumptions every startup is built on a stack of unproven assumptions. most founders treat these assumptions as facts. the lean startup treats them as… leap-of-faith-assumptions uncategorised "},{"slug":"lifetime-value","kind":"skill","name":"Lifetime value","tagline":"Customer Lifetime Value (LTV) is the total revenue a customer generates over their entire relationship with your business. Increasing LTV…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"lifetime value customer lifetime value (ltv) is the total revenue a customer generates over their entire relationship with your business. increasing ltv… lifetime-value uncategorised "},{"slug":"liking-why-we-say-yes-to-people-we-like","kind":"skill","name":"Liking: Why We Say Yes to People We Like","tagline":"People prefer to say yes to individuals they know and like. This seemingly obvious principle has profound implications for product design,…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"liking: why we say yes to people we like people prefer to say yes to individuals they know and like. this seemingly obvious principle has profound implications for product design,… liking-why-we-say-yes-to-people-we-like uncategorised "},{"slug":"loops-and-modes-in-microinteractions","kind":"skill","name":"Loops and modes in microinteractions","tagline":"Loops and modes are the long-term behavior of microinteractions. While triggers, rules, and feedback handle the moment-to-moment…","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"loops and modes in microinteractions loops and modes are the long-term behavior of microinteractions. while triggers, rules, and feedback handle the moment-to-moment… loops-and-modes-in-microinteractions design & ui "},{"slug":"made-to-stick","kind":"skill","name":"Made to Stick Framework","tagline":"Paste the message you use to explain your business, get back a sharper version plus a plain scorecard showing where it fell flat and the fix.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"made to stick framework paste the message you use to explain your business, get back a sharper version plus a plain scorecard showing where it fell flat and the fix. made-to-stick business & ops you know your business is good, but when you explain it people nod politely and forget every word five minutes later. everything you write ends up sounding like everyone else."},{"slug":"managerial-leverage-and-the-calendar","kind":"skill","name":"Managerial leverage and the calendar","tagline":"- Step 1: Log a Real Week","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"managerial leverage and the calendar - step 1: log a real week managerial-leverage-and-the-calendar uncategorised "},{"slug":"mappings-connecting-controls-to-outcomes","kind":"skill","name":"Mappings: Connecting Controls to Outcomes","tagline":"A mapping is the relationship between a control and its effect. When the mapping is natural, the connection between the two is obvious and…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"mappings: connecting controls to outcomes a mapping is the relationship between a control and its effect. when the mapping is natural, the connection between the two is obvious and… mappings-connecting-controls-to-outcomes uncategorised "},{"slug":"market-category-strategy","kind":"skill","name":"Market category strategy","tagline":"The market category you choose is the single most powerful lever in positioning. It determines what customers expect from your product, who…","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"market category strategy the market category you choose is the single most powerful lever in positioning. it determines what customers expect from your product, who… market-category-strategy business & ops "},{"slug":"mastery-the-desire-to-get-better-at-something-that-matters","kind":"skill","name":"Mastery: The Desire to Get Better at Something That Matters","tagline":"Mastery -- the urge to improve, to develop skill, to feel competent -- is one of the most powerful forces in human motivation. Unlike…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"mastery: the desire to get better at something that matters mastery -- the urge to improve, to develop skill, to feel competent -- is one of the most powerful forces in human motivation. unlike… mastery-the-desire-to-get-better-at-something-that-matters uncategorised "},{"slug":"meetings-and-one-on-ones-the-full-playbook","kind":"skill","name":"Meetings and One-on-Ones: The Full Playbook","tagline":"- Two Species of Meetings","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"meetings and one-on-ones: the full playbook - two species of meetings meetings-and-one-on-ones-the-full-playbook uncategorised "},{"slug":"metrics-by-business-model","kind":"skill","name":"Metrics by business model","tagline":"Name your primary business model, install that model's metric tree, write a definition doc for each metric before building dashboards, and…","author":"wondelai","license":"MIT","stars":2235,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"metrics by business model name your primary business model, install that model's metric tree, write a definition doc for each metric before building dashboards, and… metrics-by-business-model data & ai "},{"slug":"microinteraction-case-studies","kind":"skill","name":"Microinteraction case studies","tagline":"Detailed design breakdowns of common UI patterns, analyzed through the four-part microinteraction structure: Trigger, Rules, Feedback, and…","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"microinteraction case studies detailed design breakdowns of common ui patterns, analyzed through the four-part microinteraction structure: trigger, rules, feedback, and… microinteraction-case-studies design & ui "},{"slug":"microinteractions","kind":"skill","name":"Microinteractions Framework","tagline":"Design the small details -- triggers, rules, feedback, loops and modes -- that separate good products from great ones. Use when the user mentions \"microinteraction\", \"button feedback\", \"loading state\", \"toggle design\", \"animation detail\", \"state transitions\", \"input feedback\", \"the interface feels dead\", \"make the UI feel responsive\", or \"add polish to interactions\". Also trigger when designing form-validation responses, progress indicators, confirmation dialogs, or any element where the user expects immediate feedback. Covers trigger design, state rules, feedback mechanisms, and progressive loops. For overall UI polish, see refactoring-ui. For affordance design, see design-everyday-things.","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"microinteractions framework design the small details -- triggers, rules, feedback, loops and modes -- that separate good products from great ones. use when the user mentions \"microinteraction\", \"button feedback\", \"loading state\", \"toggle design\", \"animation detail\", \"state transitions\", \"input feedback\", \"the interface feels dead\", \"make the ui feel responsive\", or \"add polish to interactions\". also trigger when designing form-validation responses, progress indicators, confirmation dialogs, or any element where the user expects immediate feedback. covers trigger design, state rules, feedback mechanisms, and progressive loops. for overall ui polish, see refactoring-ui. for affordance design, see design-everyday-things. microinteractions design & ui "},{"slug":"monday-map-the-problem","kind":"skill","name":"Monday: Map the Problem","tagline":"Monday sets the foundation for the entire sprint. By the end of the day, the team will have a shared understanding of the problem, a map of…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"monday: map the problem monday sets the foundation for the entire sprint. by the end of the day, the team will have a shared understanding of the problem, a map of… monday-map-the-problem uncategorised "},{"slug":"monetizing-innovation","kind":"skill","name":"Monetizing innovation","tagline":"Design products and pricing around validated willingness to pay, from Ramanujam & Tacke''s \"Monetizing Innovation\". Use when the user mentions \"pricing\", \"how much should we charge\", \"willingness to pay\", \"pricing page\", \"packaging\", \"freemium vs free trial\", \"are we leaving money on the table\", \"nobody buys at this price\", \"price increase\", or \"good-better-best\". Also trigger when designing or auditing pricing and packaging, validating willingness to pay before building, segmenting customers by value, or choosing between subscription, usage-based, and freemium models. Covers price-before-product, willingness-to-pay talks, the four failures (feature shock, minivation, hidden gem, undead), leader/filler/killer packaging, and behavioral pricing. For offers and guarantees, see hundred-million-offers. For what customers value, see jobs-to-be-done.","author":"wondelai","license":"MIT","stars":2235,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"monetizing innovation design products and pricing around validated willingness to pay, from ramanujam & tacke''s \"monetizing innovation\". use when the user mentions \"pricing\", \"how much should we charge\", \"willingness to pay\", \"pricing page\", \"packaging\", \"freemium vs free trial\", \"are we leaving money on the table\", \"nobody buys at this price\", \"price increase\", or \"good-better-best\". also trigger when designing or auditing pricing and packaging, validating willingness to pay before building, segmenting customers by value, or choosing between subscription, usage-based, and freemium models. covers price-before-product, willingness-to-pay talks, the four failures (feature shock, minivation, hidden gem, undead), leader/filler/killer packaging, and behavioral pricing. for offers and guarantees, see hundred-million-offers. for what customers value, see jobs-to-be-done. monetizing-innovation sales & ecommerce "},{"slug":"motivation-waves","kind":"skill","name":"Motivation waves","tagline":"Motivation is the most misunderstood element in behavior design. It is powerful but unreliable — it comes in waves, and products that…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"motivation waves motivation is the most misunderstood element in behavior design. it is powerful but unreliable — it comes in waves, and products that… motivation-waves uncategorised "},{"slug":"mvp-design-guide","kind":"skill","name":"Mvp design guide","tagline":"A Minimum Viable Product is not a minimal product. It is the smallest experiment that lets you collect the maximum amount of validated…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"mvp design guide a minimum viable product is not a minimal product. it is the smallest experiment that lets you collect the maximum amount of validated… mvp-design-guide uncategorised "},{"slug":"naming-conventions","kind":"skill","name":"Naming conventions","tagline":"Comprehensive guide to choosing names that reveal intent, avoid disinformation, and make code read like well-written prose. Based on Robert…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"naming conventions comprehensive guide to choosing names that reveal intent, avoid disinformation, and make code read like well-written prose. based on robert… naming-conventions uncategorised "},{"slug":"naming-your-offer-the-magic-formula","kind":"skill","name":"Naming Your Offer: The MAGIC Formula","tagline":"The name of your offer is the first thing a prospect sees and the last thing they remember. A great name pre-qualifies the right audience,…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"naming your offer: the magic formula the name of your offer is the first thing a prospect sees and the last thing they remember. a great name pre-qualifies the right audience,… naming-your-offer-the-magic-formula uncategorised "},{"slug":"negotiation-techniques-reference","kind":"skill","name":"Negotiation techniques reference","tagline":"Complete breakdown of tactical negotiation techniques from Chris Voss's \"Never Split the Difference.\"","author":"wondelai","license":"MIT","stars":2235,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"negotiation techniques reference complete breakdown of tactical negotiation techniques from chris voss's \"never split the difference.\" negotiation-techniques-reference sales & ecommerce "},{"slug":"network-fundamentals","kind":"skill","name":"Network fundamentals","tagline":"Understanding the transport layer is the foundation of web performance optimization. Every HTTP request traverses DNS, TCP, and TLS before…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"network fundamentals understanding the transport layer is the foundation of web performance optimization. every http request traverses dns, tcp, and tls before… network-fundamentals uncategorised "},{"slug":"neuroscience-foundations-of-habit","kind":"skill","name":"Neuroscience foundations of habit","tagline":"The brain science behind habit formation, dopamine, and variable reinforcement schedules.","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"neuroscience foundations of habit the brain science behind habit formation, dopamine, and variable reinforcement schedules. neuroscience-foundations-of-habit uncategorised "},{"slug":"nurture-leads","kind":"skill","name":"Nurture leads","tagline":"Most leads are not ready to buy when they first encounter your business. Lead nurturing is the systematic process of building a…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"nurture leads most leads are not ready to buy when they first encounter your business. lead nurturing is the systematic process of building a… nurture-leads uncategorised "},{"slug":"objection-counter-objection-o-co-framework","kind":"skill","name":"Objection/Counter-Objection (O/CO) Framework","tagline":"The core CRE technique for increasing conversions. Don't guess objections—research them. Then systematically counter each one.","author":"wondelai","license":"MIT","stars":2235,"dept":"sales","deptName":"Sales","task":"sales/write-outreach","taskName":"Outreach & follow-up","hay":"objection/counter-objection (o/co) framework the core cre technique for increasing conversions. don't guess objections—research them. then systematically counter each one. objection-counter-objection-o-co-framework sales & ecommerce "},{"slug":"offer-creation-checklist-step-by-step-worksheet","kind":"skill","name":"Offer Creation Checklist: Step-by-Step Worksheet","tagline":"This is your working document for building a Grand Slam Offer from scratch. Work through each section in order. Fill in the prompts, score…","author":"wondelai","license":"MIT","stars":2235,"dept":"operations","deptName":"Operations","task":"operations/document-process","taskName":"Process docs","hay":"offer creation checklist: step-by-step worksheet this is your working document for building a grand slam offer from scratch. work through each section in order. fill in the prompts, score… offer-creation-checklist-step-by-step-worksheet business & ops "},{"slug":"one-page-marketing-plan-template","kind":"skill","name":"One page marketing plan template","tagline":"This reference file contains everything you need to complete your 1-Page Marketing Plan: a blank template with fill-in prompts, two fully…","author":"wondelai","license":"MIT","stars":2235,"dept":"marketing","deptName":"Marketing","task":"marketing/plan-marketing","taskName":"Marketing strategy","hay":"one page marketing plan template this reference file contains everything you need to complete your 1-page marketing plan: a blank template with fill-in prompts, two fully… one-page-marketing-plan-template marketing "},{"slug":"opinionated-software-and-clear-communication","kind":"skill","name":"Opinionated software and clear communication","tagline":"- What Opinionated Software Means","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"opinionated software and clear communication - what opinionated software means opinionated-software-and-clear-communication uncategorised "},{"slug":"opportunity-assessment","kind":"skill","name":"Opportunity assessment","tagline":"A structured approach to evaluating product opportunities before committing teams and resources. The opportunity assessment prevents the…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"opportunity assessment a structured approach to evaluating product opportunities before committing teams and resources. the opportunity assessment prevents the… opportunity-assessment uncategorised "},{"slug":"opportunity-solution-trees","kind":"skill","name":"Opportunity solution trees","tagline":"A comprehensive guide to building, maintaining, and using Opportunity Solution Trees (OSTs) as the central artifact of continuous product…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"opportunity solution trees a comprehensive guide to building, maintaining, and using opportunity solution trees (osts) as the central artifact of continuous product… opportunity-solution-trees uncategorised "},{"slug":"organizational-change-for-jtbd","kind":"skill","name":"Organizational change for jtbd","tagline":"Overcoming resistance, building jobs-oriented organizations, and avoiding the feature-factory trap.","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"organizational change for jtbd overcoming resistance, building jobs-oriented organizations, and avoiding the feature-factory trap. organizational-change-for-jtbd uncategorised "},{"slug":"outcome-metrics-for-lean-ux","kind":"skill","name":"Outcome metrics for lean UX","tagline":"Lean UX shifts the definition of success from \"did we ship it?\" to \"did it change behavior?\" This reference covers how to choose, define,…","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/map-flow","taskName":"User flows","hay":"outcome metrics for lean ux lean ux shifts the definition of success from \"did we ship it?\" to \"did it change behavior?\" this reference covers how to choose, define,… outcome-metrics-for-lean-ux design & ui "},{"slug":"packaging-tiers-and-bundles","kind":"skill","name":"Packaging, Tiers, and Bundles","tagline":"- Leaders, Fillers, Killers","author":"wondelai","license":"MIT","stars":2235,"dept":"media","deptName":"Content creator","task":"media/grow-channel","taskName":"Channel growth","hay":"packaging, tiers, and bundles - leaders, fillers, killers packaging-tiers-and-bundles creator "},{"slug":"partitioning","kind":"skill","name":"Partitioning","tagline":"Partitioning (also called sharding) divides a large dataset into smaller subsets called partitions, each stored on a different node. The…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"partitioning partitioning (also called sharding) divides a large dataset into smaller subsets called partitions, each stored on a different node. the… partitioning uncategorised "},{"slug":"persuasion-assets-psychological-triggers","kind":"skill","name":"Persuasion Assets & Psychological Triggers","tagline":"Your website should be a \"proof magnet.\" Identify, acquire, and display persuasive assets.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"persuasion assets & psychological triggers your website should be a \"proof magnet.\" identify, acquire, and display persuasive assets. persuasion-assets-psychological-triggers business & ops "},{"slug":"persuasive-copywriting-for-cro","kind":"skill","name":"Persuasive copywriting for CRO","tagline":"Evidence-based copywriting principles. Write as much as it takes to communicate your entire sales message—but not one word more.","author":"wondelai","license":"MIT","stars":2235,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"persuasive copywriting for cro evidence-based copywriting principles. write as much as it takes to communicate your entire sales message—but not one word more. persuasive-copywriting-for-cro marketing "},{"slug":"pivots-when-and-how-to-change-direction","kind":"skill","name":"Pivots: When and How to Change Direction","tagline":"A pivot is a structured course correction designed to test a new fundamental hypothesis about the product, strategy, or engine of growth.…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"pivots: when and how to change direction a pivot is a structured course correction designed to test a new fundamental hypothesis about the product, strategy, or engine of growth.… pivots-when-and-how-to-change-direction uncategorised "},{"slug":"positioning-canvas-with-worked-examples","kind":"skill","name":"Positioning canvas with worked examples","tagline":"The positioning canvas is a one-page document that captures all positioning decisions in a format the entire team can reference and align…","author":"wondelai","license":"MIT","stars":2235,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"positioning canvas with worked examples the positioning canvas is a one-page document that captures all positioning decisions in a format the entire team can reference and align… positioning-canvas-with-worked-examples marketing "},{"slug":"positioning-case-studies","kind":"skill","name":"Positioning case studies","tagline":"These case studies illustrate how companies have used positioning to transform their market perception, growth trajectory, and competitive…","author":"wondelai","license":"MIT","stars":2235,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"positioning case studies these case studies illustrate how companies have used positioning to transform their market perception, growth trajectory, and competitive… positioning-case-studies marketing "},{"slug":"practical-value-making-information-worth-sharing","kind":"skill","name":"Practical Value: Making Information Worth Sharing","tagline":"People share useful information to help others. If your product, content, or message saves people time, money, health, or effort, they will…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"practical value: making information worth sharing people share useful information to help others. if your product, content, or message saves people time, money, health, or effort, they will… practical-value-making-information-worth-sharing uncategorised "},{"slug":"predictable-revenue","kind":"skill","name":"Predictable Revenue Framework","tagline":"Build a scalable outbound B2B sales machine with specialized roles (SDR, AE, CSM). Use when the user mentions \"outbound sales\", \"Cold Calling 2.0\", \"cold email sequences\", \"sales pipeline\", \"SDR process\", \"sales development\", \"build an outbound sales team\", or \"fill my pipeline\". Also trigger when setting up a B2B SaaS sales team from scratch or building a lead-qualification framework to improve close rates. Covers the three lead types (seeds/nets/spears), role specialization, the referral-email method, ANUM qualification, and pipeline math. For offer design, see hundred-million-offers. For persuasion science, see influence-psychology.","author":"wondelai","license":"MIT","stars":2235,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"predictable revenue framework build a scalable outbound b2b sales machine with specialized roles (sdr, ae, csm). use when the user mentions \"outbound sales\", \"cold calling 2.0\", \"cold email sequences\", \"sales pipeline\", \"sdr process\", \"sales development\", \"build an outbound sales team\", or \"fill my pipeline\". also trigger when setting up a b2b saas sales team from scratch or building a lead-qualification framework to improve close rates. covers the three lead types (seeds/nets/spears), role specialization, the referral-email method, anum qualification, and pipeline math. for offer design, see hundred-million-offers. for persuasion science, see influence-psychology. predictable-revenue sales & ecommerce "},{"slug":"prioritization-methods","kind":"skill","name":"Prioritization methods","tagline":"A guide to structured methods for comparing and ranking opportunities on the Opportunity Solution Tree, so product teams focus on the…","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"prioritization methods a guide to structured methods for comparing and ranking opportunities on the opportunity solution tree, so product teams focus on the… prioritization-methods business & ops "},{"slug":"procedures-and-code","kind":"skill","name":"Procedures and code","tagline":"This file owns P1–P11: step-by-step instructions, UI verbs, code in prose, code samples, placeholders, and command-line syntax. W1…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"procedures and code this file owns p1–p11: step-by-step instructions, ui verbs, code in prose, code samples, placeholders, and command-line syntax. w1… procedures-and-code uncategorised "},{"slug":"processing-and-learning","kind":"skill","name":"Processing and learning","tagline":"Customer conversations generate raw material. Without a system for processing that material, you'll unconsciously cherry-pick the data that…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"processing and learning customer conversations generate raw material. without a system for processing that material, you'll unconsciously cherry-pick the data that… processing-and-learning uncategorised "},{"slug":"product-applications-of-b-map","kind":"skill","name":"Product Applications of B=MAP","tagline":"Applying the Fogg Behavior Model to specific product categories. Each section maps B=MAP to the unique retention challenges of that product…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"product applications of b=map applying the fogg behavior model to specific product categories. each section maps b=map to the unique retention challenges of that product… product-applications-of-b-map uncategorised "},{"slug":"product-diagnostics-through-jtbd-lens","kind":"skill","name":"Product diagnostics through jtbd lens","tagline":"- [ ] You can describe the job in one sentence without using the product name","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"product diagnostics through jtbd lens - [ ] you can describe the job in one sentence without using the product name product-diagnostics-through-jtbd-lens uncategorised "},{"slug":"product-discovery-techniques","kind":"skill","name":"Product discovery techniques","tagline":"Systematic methods for rapidly testing product ideas against the four critical risks before committing engineering resources to delivery.","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"product discovery techniques systematic methods for rapidly testing product ideas against the four critical risks before committing engineering resources to delivery. product-discovery-techniques uncategorised "},{"slug":"obviously-awesome","kind":"skill","name":"Product Positioning Framework","tagline":"Describe your product and who buys it; get back a clear positioning statement, the category to sell in, your real competitors, and headline messaging.","author":"wondelai","license":"MIT","stars":2235,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"product positioning framework describe your product and who buys it; get back a clear positioning statement, the category to sell in, your real competitors, and headline messaging. obviously-awesome business & ops people don't understand what my product is or why it's better than the cheaper option they're already using. i keep explaining it different ways and nobody buys fast enough."},{"slug":"product-vision-and-strategy","kind":"skill","name":"Product vision and strategy","tagline":"How to create the strategic context that enables empowered teams to make good autonomous decisions. Without a compelling vision and clear…","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"product vision and strategy how to create the strategic context that enables empowered teams to make good autonomous decisions. without a compelling vision and clear… product-vision-and-strategy business & ops "},{"slug":"prompt-design","kind":"skill","name":"Prompt design","tagline":"Prompts are the most overlooked element in behavior design. Without a prompt, behavior doesn't happen — no matter how motivated or able the…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"prompt design prompts are the most overlooked element in behavior design. without a prompt, behavior doesn't happen — no matter how motivated or able the… prompt-design uncategorised "},{"slug":"public-visibility-making-the-private-public","kind":"skill","name":"Public Visibility: Making the Private Public","tagline":"If something is built to show, it's built to grow. People imitate what they can observe. If your product's usage is invisible, you lose the…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"public visibility: making the private public if something is built to show, it's built to grow. people imitate what they can observe. if your product's usage is invisible, you lose the… public-visibility-making-the-private-public uncategorised "},{"slug":"purpose-the-yearning-to-serve-something-larger-than-ourselves","kind":"skill","name":"Purpose: The Yearning to Serve Something Larger Than Ourselves","tagline":"Purpose is the context that gives autonomy direction and mastery meaning. Without purpose, autonomy becomes aimless freedom and mastery…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"purpose: the yearning to serve something larger than ourselves purpose is the context that gives autonomy direction and mastery meaning. without purpose, autonomy becomes aimless freedom and mastery… purpose-the-yearning-to-serve-something-larger-than-ourselves uncategorised "},{"slug":"question-patterns-the-three-rules-in-depth","kind":"skill","name":"Question Patterns: The Three Rules in Depth","tagline":"Mastering The Mom Test comes down to asking better questions. This reference covers the three core rules, provides extensive examples of…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"question patterns: the three rules in depth mastering the mom test comes down to asking better questions. this reference covers the three core rules, provides extensive examples of… question-patterns-the-three-rules-in-depth uncategorised "},{"slug":"real-time-communication","kind":"skill","name":"Real time communication","tagline":"When data must flow continuously between client and server, the standard HTTP request-response model introduces unnecessary overhead.…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"real time communication when data must flow continuously between client and server, the standard http request-response model introduces unnecessary overhead.… real-time-communication uncategorised "},{"slug":"reciprocity-the-science-of-giving-first","kind":"skill","name":"Reciprocity: The Science of Giving First","tagline":"Reciprocity is the most reliable of Cialdini's principles. When someone gives us something, we feel a deep psychological obligation to give…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"reciprocity: the science of giving first reciprocity is the most reliable of cialdini's principles. when someone gives us something, we feel a deep psychological obligation to give… reciprocity-the-science-of-giving-first uncategorised "},{"slug":"refactoring-patterns","kind":"skill","name":"Refactoring Patterns Framework","tagline":"Apply named refactoring transformations to improve code structure without changing behavior. Use when the user mentions \"refactor this\", \"code smells\", \"extract method\", \"replace conditional\", \"technical debt\", \"move method\", \"inline variable\", \"decompose conditional\", or \"clean up this messy code\". Also trigger when cleaning up legacy code, preparing code for new features by restructuring, or identifying which transformation fits a specific code smell. Covers smell-driven refactoring, safe transformation sequences, and testing guards. For code-quality foundations, see clean-code. For managing complexity, see software-design-philosophy.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"refactoring patterns framework apply named refactoring transformations to improve code structure without changing behavior. use when the user mentions \"refactor this\", \"code smells\", \"extract method\", \"replace conditional\", \"technical debt\", \"move method\", \"inline variable\", \"decompose conditional\", or \"clean up this messy code\". also trigger when cleaning up legacy code, preparing code for new features by restructuring, or identifying which transformation fits a specific code smell. covers smell-driven refactoring, safe transformation sequences, and testing guards. for code-quality foundations, see clean-code. for managing complexity, see software-design-philosophy. refactoring-patterns business & ops "},{"slug":"refactoring-ui","kind":"skill","name":"Refactoring UI Design System","tagline":"Audit and fix visual hierarchy, spacing, color, and depth in web UIs. Use when the user mentions \"my UI looks off\" (or amateur/unprofessional), \"fix the design\", \"Tailwind styling\", \"color palette\", \"visual hierarchy\", \"design system\", \"spacing scale\", or \"component styling\". Also trigger when building consistent design tokens, creating dark mode themes, improving data-visualization clarity, or polishing UI details before launch. Covers grayscale-first workflow, constrained design scales, shadows, and component styling. For typeface selection, see web-typography. For usability audits, see ux-heuristics.","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"refactoring ui design system audit and fix visual hierarchy, spacing, color, and depth in web uis. use when the user mentions \"my ui looks off\" (or amateur/unprofessional), \"fix the design\", \"tailwind styling\", \"color palette\", \"visual hierarchy\", \"design system\", \"spacing scale\", or \"component styling\". also trigger when building consistent design tokens, creating dark mode themes, improving data-visualization clarity, or polishing ui details before launch. covers grayscale-first workflow, constrained design scales, shadows, and component styling. for typeface selection, see web-typography. for usability audits, see ux-heuristics. refactoring-ui design & ui "},{"slug":"referral-systems","kind":"skill","name":"Referral systems","tagline":"Referred customers convert at higher rates, have higher lifetime value, cost less to acquire, and close faster than customers from any…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"referral systems referred customers convert at higher rates, have higher lifetime value, cost less to acquire, and close faster than customers from any… referral-systems uncategorised "},{"slug":"release-it","kind":"skill","name":"Release It! Framework","tagline":"Build production-ready systems with stability patterns: circuit breakers, bulkheads, timeouts, and retry logic. Use when the user mentions \"production outage\", \"circuit breaker\", \"deployment pipeline\", \"chaos engineering\", \"retry storm\", \"health checks\", \"my service keeps crashing\", \"prevent cascading failures\", or \"make it resilient\". Also trigger when designing resilient microservices, planning zero-downtime deployments, or capacity-planning for peak load. Covers stability patterns, capacity planning, deploy/release decoupling, and observability. For data systems, see ddia-systems. For system architecture, see system-design.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"release it! framework build production-ready systems with stability patterns: circuit breakers, bulkheads, timeouts, and retry logic. use when the user mentions \"production outage\", \"circuit breaker\", \"deployment pipeline\", \"chaos engineering\", \"retry storm\", \"health checks\", \"my service keeps crashing\", \"prevent cascading failures\", or \"make it resilient\". also trigger when designing resilient microservices, planning zero-downtime deployments, or capacity-planning for peak load. covers stability patterns, capacity planning, deploy/release decoupling, and observability. for data systems, see ddia-systems. for system architecture, see system-design. release-it business & ops "},{"slug":"reliability-and-fault-tolerance","kind":"skill","name":"Reliability and fault tolerance","tagline":"Reliability means the system continues to work correctly even when things go wrong. Things going wrong are called faults, and a system that…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"reliability and fault tolerance reliability means the system continues to work correctly even when things go wrong. things going wrong are called faults, and a system that… reliability-and-fault-tolerance uncategorised "},{"slug":"remote-design-sprints","kind":"skill","name":"Remote design sprints","tagline":"Running a design sprint with a distributed team requires deliberate adaptation of every exercise. The core principles remain the same:…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"remote design sprints running a design sprint with a distributed team requires deliberate adaptation of every exercise. the core principles remain the same:… remote-design-sprints uncategorised "},{"slug":"remove-technical-debt","kind":"skill","name":"Remove technical debt","tagline":"Guided journey from a large aged codebase everyone fears to touch to one that is safe to change, legible, bounded, and resilient - paid down in place without a rewrite. Orchestrates eight skills phase by phase - working-with-legacy-code, refactoring-patterns, clean-code, software-design-philosophy, clean-architecture, pragmatic-programmer, release-it, domain-driven-design - asking the user questions at every decision point and recording results in the project docs/ folder (TESTING.md, TECH-DEBT.md, REMOVE-TECHNICAL-DEBT-PLAN.md) so the journey resumes across sessions. Use when the user wants to tame a legacy codebase, pay down technical debt safely, avoid a big-bang rewrite, or says ''we are afraid to touch this code''. For a fresh vibe-coded prototype, improve-code-quality; for greenfield structure, design-code-architecture; for a product-and-UX pass, improve-app; to optimize a working codebase for speed, architecture-optimization. For one framework in isolation, invoke that skill directly.","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"remove technical debt guided journey from a large aged codebase everyone fears to touch to one that is safe to change, legible, bounded, and resilient - paid down in place without a rewrite. orchestrates eight skills phase by phase - working-with-legacy-code, refactoring-patterns, clean-code, software-design-philosophy, clean-architecture, pragmatic-programmer, release-it, domain-driven-design - asking the user questions at every decision point and recording results in the project docs/ folder (testing.md, tech-debt.md, remove-technical-debt-plan.md) so the journey resumes across sessions. use when the user wants to tame a legacy codebase, pay down technical debt safely, avoid a big-bang rewrite, or says ''we are afraid to touch this code''. for a fresh vibe-coded prototype, improve-code-quality; for greenfield structure, design-code-architecture; for a product-and-ux pass, improve-app; to optimize a working codebase for speed, architecture-optimization. for one framework in isolation, invoke that skill directly. remove-technical-debt coding "},{"slug":"replication","kind":"skill","name":"Replication","tagline":"Replication means keeping a copy of the same data on multiple machines connected via a network. The reasons for replication are: keeping…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"replication replication means keeping a copy of the same data on multiple machines connected via a network. the reasons for replication are: keeping… replication uncategorised "},{"slug":"repositories-and-factories","kind":"skill","name":"Repositories and factories","tagline":"Repositories and Factories are infrastructure-facing patterns in Domain-Driven Design that separate domain logic from persistence and…","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"repositories and factories repositories and factories are infrastructure-facing patterns in domain-driven design that separate domain logic from persistence and… repositories-and-factories coding "},{"slug":"resource-loading-and-critical-rendering-path","kind":"skill","name":"Resource loading and critical rendering path","tagline":"The browser converts raw bytes into rendered pixels through a precise pipeline. Understanding this pipeline reveals exactly which resources…","author":"wondelai","license":"MIT","stars":2235,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"resource loading and critical rendering path the browser converts raw bytes into rendered pixels through a precise pipeline. understanding this pipeline reveals exactly which resources… resource-loading-and-critical-rendering-path sales & ecommerce "},{"slug":"riding-dynamics-fighting-inertia","kind":"skill","name":"Riding Dynamics, Fighting Inertia","tagline":"- Why Waves of Change Favor Attackers","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"riding dynamics, fighting inertia - why waves of change favor attackers riding-dynamics-fighting-inertia uncategorised "},{"slug":"rules-and-state-in-microinteractions","kind":"skill","name":"Rules and state in microinteractions","tagline":"Rules are the invisible engine of a microinteraction. Once a trigger fires, rules determine what happens: what changes, in what order, with…","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"rules and state in microinteractions rules are the invisible engine of a microinteraction. once a trigger fires, rules determine what happens: what changes, in what order, with… rules-and-state-in-microinteractions design & ui "},{"slug":"running-willingness-to-pay-conversations","kind":"skill","name":"Running willingness to pay conversations","tagline":"- Simplified Conjoint for Practitioners","author":"wondelai","license":"MIT","stars":2235,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"running willingness to pay conversations - simplified conjoint for practitioners running-willingness-to-pay-conversations sales & ecommerce "},{"slug":"sales-conversion","kind":"skill","name":"Sales conversion","tagline":"Sales conversion is where nurtured leads become paying customers. This is not about manipulation or pressure — it is about removing…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"sales conversion sales conversion is where nurtured leads become paying customers. this is not about manipulation or pressure — it is about removing… sales-conversion uncategorised "},{"slug":"scarcity-and-urgency-creating-ethical-reasons-to-act-now","kind":"skill","name":"Scarcity and Urgency: Creating Ethical Reasons to Act Now","tagline":"Scarcity and urgency are the final accelerants of a Grand Slam Offer. Without them, even the most compelling offer loses to…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"scarcity and urgency: creating ethical reasons to act now scarcity and urgency are the final accelerants of a grand slam offer. without them, even the most compelling offer loses to… scarcity-and-urgency-creating-ethical-reasons-to-act-now uncategorised "},{"slug":"scarcity-the-psychology-of-limited-availability","kind":"skill","name":"Scarcity: The Psychology of Limited Availability","tagline":"People assign more value to opportunities when they are less available. This principle drives everything from limited-edition sneaker drops…","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"scarcity: the psychology of limited availability people assign more value to opportunities when they are less available. this principle drives everything from limited-edition sneaker drops… scarcity-the-psychology-of-limited-availability business & ops "},{"slug":"scorecard-marketing","kind":"skill","name":"Scorecard Marketing Skill","tagline":"Build quiz and assessment funnels that generate qualified leads at 30-50% conversion. Use when the user mentions \"quiz funnel\", \"scorecard\", \"lead magnet\", \"score-based segmentation\", or \"lead qualification\". Also trigger when designing self-assessment tools, building calculators or graders for marketing, or creating personalized result pages that drive conversions. Covers concept hooks, question design, dynamic results by tier, and automated follow-up sequences. For landing page conversion, see cro-methodology. For full marketing plans, see one-page-marketing.","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"scorecard marketing skill build quiz and assessment funnels that generate qualified leads at 30-50% conversion. use when the user mentions \"quiz funnel\", \"scorecard\", \"lead magnet\", \"score-based segmentation\", or \"lead qualification\". also trigger when designing self-assessment tools, building calculators or graders for marketing, or creating personalized result pages that drive conversions. covers concept hooks, question design, dynamic results by tier, and automated follow-up sequences. for landing page conversion, see cro-methodology. for full marketing plans, see one-page-marketing. scorecard-marketing marketing "},{"slug":"shaping-the-work","kind":"skill","name":"Shaping the work","tagline":"- Properties of Shaped Work","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"shaping the work - properties of shaped work shaping-the-work uncategorised "},{"slug":"signature-moments-in-microinteractions","kind":"skill","name":"Signature moments in microinteractions","tagline":"A signature moment is a microinteraction so distinctive, so perfectly crafted, that it becomes inseparable from the product's identity.…","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"signature moments in microinteractions a signature moment is a microinteraction so distinctive, so perfectly crafted, that it becomes inseparable from the product's identity.… signature-moments-in-microinteractions design & ui "},{"slug":"signifiers-communicating-where-and-how-to-act","kind":"skill","name":"Signifiers: Communicating Where and How to Act","tagline":"Signifiers are perceivable cues that tell people where to act and how to act. While affordances define what actions are possible,…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"signifiers: communicating where and how to act signifiers are perceivable cues that tell people where to act and how to act. while affordances define what actions are possible,… signifiers-communicating-where-and-how-to-act uncategorised "},{"slug":"simple-finding-the-core-of-your-idea","kind":"skill","name":"Simple: Finding the Core of Your Idea","tagline":"Simplicity is the first and most critical principle in the SUCCESs framework. But simple does not mean dumbed down. It means finding the…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"simple: finding the core of your idea simplicity is the first and most critical principle in the success framework. but simple does not mean dumbed down. it means finding the… simple-finding-the-core-of-your-idea uncategorised "},{"slug":"small-batches-and-continuous-deployment","kind":"skill","name":"Small batches and continuous deployment","tagline":"The power of small batches is counterintuitive. Most people believe working in large batches is more efficient because it minimizes setup…","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"small batches and continuous deployment the power of small batches is counterintuitive. most people believe working in large batches is more efficient because it minimizes setup… small-batches-and-continuous-deployment infrastructure & ops "},{"slug":"small-teams-and-execution","kind":"skill","name":"Small teams and execution","tagline":"- Launch Now, Iterate Later","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"small teams and execution - launch now, iterate later small-teams-and-execution uncategorised "},{"slug":"social-currency-making-people-look-good-by-sharing","kind":"skill","name":"Social Currency: Making People Look Good by Sharing","tagline":"Social currency is the idea that people share things that make them look good to others. Just as we use money to buy products and services,…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"social currency: making people look good by sharing social currency is the idea that people share things that make them look good to others. just as we use money to buy products and services,… social-currency-making-people-look-good-by-sharing uncategorised "},{"slug":"social-proof-leveraging-the-wisdom-of-others","kind":"skill","name":"Social Proof: Leveraging the Wisdom of Others","tagline":"When people are uncertain about what to do, they look at what others are doing. This shortcut, social proof, is one of the most powerful…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"social proof: leveraging the wisdom of others when people are uncertain about what to do, they look at what others are doing. this shortcut, social proof, is one of the most powerful… social-proof-leveraging-the-wisdom-of-others uncategorised "},{"slug":"solid-principles","kind":"skill","name":"Solid principles","tagline":"The SOLID principles are five design principles for managing dependencies at the class and module level. They were assembled and named by…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"solid principles the solid principles are five design principles for managing dependencies at the class and module level. they were assembled and named by… solid-principles uncategorised "},{"slug":"solving-the-hard-side","kind":"skill","name":"Solving the hard side","tagline":"- Why Every Network Has a Hard Side","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"solving the hard side - why every network has a hard side solving-the-hard-side uncategorised "},{"slug":"sources-of-power","kind":"skill","name":"Sources of power","tagline":"- Choosing a Source of Power","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"sources of power - choosing a source of power sources-of-power uncategorised "},{"slug":"stakeholder-management","kind":"skill","name":"Stakeholder management","tagline":"How product managers build trust, gain buy-in, and manage the complex web of stakeholders who influence product decisions -- without…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"stakeholder management how product managers build trust, gain buy-in, and manage the complex web of stakeholders who influence product decisions -- without… stakeholder-management uncategorised "},{"slug":"storage-engines","kind":"skill","name":"Storage engines","tagline":"A storage engine is the component of a database that handles how data is written to and read from disk (or memory). Understanding storage…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"storage engines a storage engine is the component of a database that handles how data is written to and read from disk (or memory). understanding storage… storage-engines uncategorised "},{"slug":"stories-as-trojan-horses-embedding-your-brand-in-narrative","kind":"skill","name":"Stories as Trojan Horses: Embedding Your Brand in Narrative","tagline":"People don't share information — they tell stories. Stories are the vessels that carry ideas, morals, and brand messages through…","author":"wondelai","license":"MIT","stars":2235,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"stories as trojan horses: embedding your brand in narrative people don't share information — they tell stories. stories are the vessels that carry ideas, morals, and brand messages through… stories-as-trojan-horses-embedding-your-brand-in-narrative creator "},{"slug":"stories-the-flight-simulator-for-the-brain","kind":"skill","name":"Stories: The Flight Simulator for the Brain","tagline":"Stories are the oldest technology for transferring knowledge. They predate writing, libraries, and the internet. When we hear a story, our…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"stories: the flight simulator for the brain stories are the oldest technology for transferring knowledge. they predate writing, libraries, and the internet. when we hear a story, our… stories-the-flight-simulator-for-the-brain uncategorised "},{"slug":"storybrand-messaging","kind":"skill","name":"StoryBrand Messaging Framework","tagline":"Clarify brand messaging using narrative structure that positions the customer as hero. Use when the user mentions \"brand message\", \"website copy\", \"elevator pitch\", \"one-liner\", \"brand script\", \"StoryBrand framework\", \"customer as hero\", or \"my messaging isnt resonating\". Also trigger when rewriting homepage copy, crafting email nurture sequences, or creating consistent messaging across sales and marketing collateral. Covers landing page copy, marketing collateral, and consistent communication. For memorable messaging, see made-to-stick. For product positioning, see obviously-awesome.","author":"wondelai","license":"MIT","stars":2235,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"storybrand messaging framework clarify brand messaging using narrative structure that positions the customer as hero. use when the user mentions \"brand message\", \"website copy\", \"elevator pitch\", \"one-liner\", \"brand script\", \"storybrand framework\", \"customer as hero\", or \"my messaging isnt resonating\". also trigger when rewriting homepage copy, crafting email nurture sequences, or creating consistent messaging across sales and marketing collateral. covers landing page copy, marketing collateral, and consistent communication. for memorable messaging, see made-to-stick. for product positioning, see obviously-awesome. storybrand-messaging marketing "},{"slug":"strategic-design-and-distillation","kind":"skill","name":"Strategic design and distillation","tagline":"Strategic design is the practice of identifying which parts of a system matter most and allocating design effort accordingly. Not all code…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"strategic design and distillation strategic design is the practice of identifying which parts of a system matter most and allocating design effort accordingly. not all code… strategic-design-and-distillation uncategorised "},{"slug":"strategic-sequence-of-blue-ocean-strategy","kind":"skill","name":"Strategic sequence of blue ocean strategy","tagline":"A blue ocean idea must pass through four sequential tests before it becomes a commercially viable strategy: Buyer Utility, Strategic Price,…","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"strategic sequence of blue ocean strategy a blue ocean idea must pass through four sequential tests before it becomes a commercially viable strategy: buyer utility, strategic price,… strategic-sequence-of-blue-ocean-strategy business & ops "},{"slug":"strategy-canvas","kind":"skill","name":"Strategy canvas","tagline":"The strategy canvas is the central diagnostic and action framework of blue ocean strategy. It captures the current state of play in an…","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"strategy canvas the strategy canvas is the central diagnostic and action framework of blue ocean strategy. it captures the current state of play in an… strategy-canvas business & ops "},{"slug":"structure-and-formatting","kind":"skill","name":"Structure and formatting","tagline":"7. Images and alt text (S10)","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"structure and formatting 7. images and alt text (s10) structure-and-formatting coding "},{"slug":"system-design","kind":"skill","name":"System Design Framework","tagline":"Design scalable distributed systems using structured approaches for load balancing, caching, database scaling, and message queues. Use when the user mentions \"system design\", \"scale this\", \"high availability\", \"rate limiter\", \"design a URL shortener\", \"design Twitter\", \"design Uber\", \"design a news feed\", \"system design interview\", \"capacity planning\", or \"distributed architecture\". Also trigger when estimating infrastructure requirements, choosing between microservices and monoliths, or designing for millions of concurrent users. Covers common system designs (TinyURL, feeds, chat) and back-of-the-envelope estimation. For data fundamentals, see ddia-systems. For resilience, see release-it.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"system design framework design scalable distributed systems using structured approaches for load balancing, caching, database scaling, and message queues. use when the user mentions \"system design\", \"scale this\", \"high availability\", \"rate limiter\", \"design a url shortener\", \"design twitter\", \"design uber\", \"design a news feed\", \"system design interview\", \"capacity planning\", or \"distributed architecture\". also trigger when estimating infrastructure requirements, choosing between microservices and monoliths, or designing for millions of concurrent users. covers common system designs (tinyurl, feeds, chat) and back-of-the-envelope estimation. for data fundamentals, see ddia-systems. for resilience, see release-it. system-design business & ops "},{"slug":"target-customer-analysis","kind":"skill","name":"Target customer analysis","tagline":"Defining your best-fit target customer is the step that makes positioning actionable. Without a tight target, your positioning is a…","author":"wondelai","license":"MIT","stars":2235,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"target customer analysis defining your best-fit target customer is the step that makes positioning actionable. without a tight target, your positioning is a… target-customer-analysis marketing "},{"slug":"target-market-selection","kind":"skill","name":"Target market selection","tagline":"Choosing the right target market is the single most important decision in your marketing plan. Get this right and everything downstream —…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"target market selection choosing the right target market is the single most important decision in your marketing plan. get this right and everything downstream —… target-market-selection uncategorised "},{"slug":"team-positioning-exercise-facilitator-guide","kind":"skill","name":"Team Positioning Exercise — Facilitator Guide","tagline":"Positioning is a team sport. The most brilliant positioning in the world fails if the team isn't aligned on it. This guide provides…","author":"wondelai","license":"MIT","stars":2235,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"team positioning exercise — facilitator guide positioning is a team sport. the most brilliant positioning in the world fails if the team isn't aligned on it. this guide provides… team-positioning-exercise-facilitator-guide marketing "},{"slug":"team-topologies","kind":"skill","name":"Team topologies","tagline":"Organize business and technology teams for fast flow using Skelton & Pais''s \"Team Topologies\". Use when the user mentions \"team topologies\", \"Conway''s law\", \"platform team\", \"stream-aligned team\", \"team boundaries\", \"cognitive load\", \"how should we split teams\", \"who owns this service\", \"team dependencies\", or \"reorg\". Also trigger when reorganizing engineering teams, aligning team and service boundaries, splitting a monolith and deciding ownership, reducing cross-team handoffs, or designing an internal platform. Covers the four team types, three interaction modes, the inverse Conway maneuver, and fracture planes. For bounded contexts, see domain-driven-design. For dependency direction in code, see clean-architecture.","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"team topologies organize business and technology teams for fast flow using skelton & pais''s \"team topologies\". use when the user mentions \"team topologies\", \"conway''s law\", \"platform team\", \"stream-aligned team\", \"team boundaries\", \"cognitive load\", \"how should we split teams\", \"who owns this service\", \"team dependencies\", or \"reorg\". also trigger when reorganizing engineering teams, aligning team and service boundaries, splitting a monolith and deciding ownership, reducing cross-team handoffs, or designing an internal platform. covers the four team types, three interaction modes, the inverse conway maneuver, and fracture planes. for bounded contexts, see domain-driven-design. for dependency direction in code, see clean-architecture. team-topologies coding "},{"slug":"testing-principles","kind":"skill","name":"Testing principles","tagline":"Comprehensive guide to writing clean, maintainable tests that serve as executable documentation. Based on Robert C. Martin's Clean Code,…","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"testing principles comprehensive guide to writing clean, maintainable tests that serve as executable documentation. based on robert c. martin's clean code,… testing-principles coding "},{"slug":"one-page-marketing","kind":"skill","name":"The 1-Page Marketing Plan Framework","tagline":"Build a complete marketing plan covering the full customer journey from stranger to raving fan. Use when the user mentions \"marketing plan\", \"marketing strategy\", \"target market\", \"USP\", \"lead nurture\", \"customer lifetime value\", \"PVP Index\", or \"I dont know where to start with marketing\". Also trigger when building a marketing plan from scratch, choosing acquisition channels, or designing end-to-end customer-lifecycle campaigns. Covers the PVP Index, channel selection, and advocacy systems. For brand messaging, see storybrand-messaging. For conversion optimization, see cro-methodology.","author":"wondelai","license":"MIT","stars":2235,"dept":"marketing","deptName":"Marketing","task":"marketing/plan-marketing","taskName":"Marketing strategy","hay":"the 1-page marketing plan framework build a complete marketing plan covering the full customer journey from stranger to raving fan. use when the user mentions \"marketing plan\", \"marketing strategy\", \"target market\", \"usp\", \"lead nurture\", \"customer lifetime value\", \"pvp index\", or \"i dont know where to start with marketing\". also trigger when building a marketing plan from scratch, choosing acquisition channels, or designing end-to-end customer-lifecycle campaigns. covers the pvp index, channel selection, and advocacy systems. for brand messaging, see storybrand-messaging. for conversion optimization, see cro-methodology. one-page-marketing marketing "},{"slug":"the-37signals-approach-to-ux-ui-and-copy","kind":"skill","name":"The 37signals Approach to UX, UI, and Copy","tagline":"- Copywriting as Product Design","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/map-flow","taskName":"User flows","hay":"the 37signals approach to ux, ui, and copy - copywriting as product design the-37signals-approach-to-ux-ui-and-copy design & ui "},{"slug":"37signals-way","kind":"skill","name":"The 37signals Product Development Framework","tagline":"Build lean, opinionated products using the 37signals philosophy from \"Getting Real\", \"Rework\", and \"Shape Up\". Use when the user mentions \"Getting Real\", \"Rework\", \"Shape Up\", \"37signals\", \"Basecamp method\", \"six-week cycles\", \"fixed time variable scope\", \"appetite vs estimates\", \"betting table\", \"breadboarding\", \"fat marker sketch\", \"build less\", \"underdo the competition\", \"opinionated software\", \"we have too many meetings\", \"how do we ship faster\", or \"stop overbuilding\". Also trigger when cutting scope to ship sooner, running a small team, or avoiding long-term roadmaps. Covers shaping, betting, building, and the art of saying no. For MVP validation, see lean-startup. For design sprints, see design-sprint.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"the 37signals product development framework build lean, opinionated products using the 37signals philosophy from \"getting real\", \"rework\", and \"shape up\". use when the user mentions \"getting real\", \"rework\", \"shape up\", \"37signals\", \"basecamp method\", \"six-week cycles\", \"fixed time variable scope\", \"appetite vs estimates\", \"betting table\", \"breadboarding\", \"fat marker sketch\", \"build less\", \"underdo the competition\", \"opinionated software\", \"we have too many meetings\", \"how do we ship faster\", or \"stop overbuilding\". also trigger when cutting scope to ship sooner, running a small team, or avoiding long-term roadmaps. covers shaping, betting, building, and the art of saying no. for mvp validation, see lean-startup. for design sprints, see design-sprint. 37signals-way business & ops "},{"slug":"the-ability-chain","kind":"skill","name":"The ability chain","tagline":"Ability in the Fogg Behavior Model is not a single dimension. It is a chain of six factors — and the chain is only as strong as its weakest…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"the ability chain ability in the fogg behavior model is not a single dimension. it is a chain of six factors — and the chain is only as strong as its weakest… the-ability-chain uncategorised "},{"slug":"the-bowling-pin-strategy-expansion-after-the-beachhead","kind":"skill","name":"The Bowling Pin Strategy: Expansion After the Beachhead","tagline":"Dominating a beachhead is not the end goal -- it is the launchpad. The bowling pin strategy describes how to expand from a single conquered…","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"the bowling pin strategy: expansion after the beachhead dominating a beachhead is not the end goal -- it is the launchpad. the bowling pin strategy describes how to expand from a single conquered… the-bowling-pin-strategy-expansion-after-the-beachhead business & ops "},{"slug":"cold-start-problem","kind":"skill","name":"The Cold Start Problem","tagline":"Describe how you plan to launch your marketplace, app, or community and get back a scored plan with the exact fixes that will help the first users actually stick.","author":"wondelai","license":"MIT","stars":2235,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"the cold start problem describe how you plan to launch your marketplace, app, or community and get back a scored plan with the exact fixes that will help the first users actually stick. cold-start-problem business & ops you're launching something that only works once enough people are on it, but the early days feel like an empty room and you don't know how to fill it. you keep chasing signups when what you really need is a plan to get one small group active and coming back."},{"slug":"the-curse-of-knowledge-the-silent-killer-of-communication","kind":"skill","name":"The Curse of Knowledge: The Silent Killer of Communication","tagline":"The Curse of Knowledge is the single most important concept in \"Made to Stick.\" It is not one of the six SUCCESs principles — it is the…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"the curse of knowledge: the silent killer of communication the curse of knowledge is the single most important concept in \"made to stick.\" it is not one of the six success principles — it is the… the-curse-of-knowledge-the-silent-killer-of-communication uncategorised "},{"slug":"the-dependency-rule-and-concentric-circles","kind":"skill","name":"The dependency rule and concentric circles","tagline":"The Dependency Rule is the single most important concept in Clean Architecture. It states that source code dependencies can only point…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"the dependency rule and concentric circles the dependency rule is the single most important concept in clean architecture. it states that source code dependencies can only point… the-dependency-rule-and-concentric-circles uncategorised "},{"slug":"the-five-stages-of-lean-analytics","kind":"skill","name":"The five stages of lean analytics","tagline":"- Stage, Funding, and Runway","author":"wondelai","license":"MIT","stars":2235,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"the five stages of lean analytics - stage, funding, and runway the-five-stages-of-lean-analytics business & ops "},{"slug":"the-fogg-behavior-model-b-map","kind":"skill","name":"The Fogg Behavior Model (B=MAP)","tagline":"The Fogg Behavior Model is the foundation of behavior design. Every behavior — from clicking a button to forming a daily habit — follows…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"the fogg behavior model (b=map) the fogg behavior model is the foundation of behavior design. every behavior — from clicking a button to forming a daily habit — follows… the-fogg-behavior-model-b-map uncategorised "},{"slug":"mom-test","kind":"skill","name":"The Mom Test Framework","tagline":"Paste the questions you plan to ask potential customers, or notes from a chat you already had. Get back a score, what's leading them to lie, and better questions.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"the mom test framework paste the questions you plan to ask potential customers, or notes from a chat you already had. get back a score, what's leading them to lie, and better questions. mom-test data & ai you talk to potential customers and they all say your idea sounds great, but nobody actually buys or commits. you can't tell whether the nice feedback is real interest or just people being polite."},{"slug":"the-one-metric-that-matters","kind":"skill","name":"The one metric that matters","tagline":"- Choosing the OMTM Step by Step","author":"wondelai","license":"MIT","stars":2235,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"the one metric that matters - choosing the omtm step by step the-one-metric-that-matters data & ai "},{"slug":"pragmatic-programmer","kind":"skill","name":"The Pragmatic Programmer Framework","tagline":"Apply meta-principles of software craftsmanship: DRY, orthogonality, tracer bullets, and design by contract. Use when the user mentions \"best practices\", \"pragmatic approach\", \"broken windows\", \"tracer bullet\", \"software craftsmanship\", \"avoid technical debt\", \"code ownership\", or \"how do I become a better developer\". Also trigger when evaluating build-vs-buy decisions, designing estimation approaches, or choosing between reversible and irreversible architectural decisions. Covers estimation, domain languages, and reversibility. For code-level quality, see clean-code. For refactoring techniques, see refactoring-patterns.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"the pragmatic programmer framework apply meta-principles of software craftsmanship: dry, orthogonality, tracer bullets, and design by contract. use when the user mentions \"best practices\", \"pragmatic approach\", \"broken windows\", \"tracer bullet\", \"software craftsmanship\", \"avoid technical debt\", \"code ownership\", or \"how do i become a better developer\". also trigger when evaluating build-vs-buy decisions, designing estimation approaches, or choosing between reversible and irreversible architectural decisions. covers estimation, domain languages, and reversibility. for code-level quality, see clean-code. for refactoring techniques, see refactoring-patterns. pragmatic-programmer business & ops "},{"slug":"the-seven-deadly-flaws-of-extrinsic-rewards","kind":"skill","name":"The seven deadly flaws of extrinsic rewards","tagline":"Extrinsic rewards -- bonuses, prizes, commissions, points, badges -- are the default tool organizations reach for when they want to change…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"the seven deadly flaws of extrinsic rewards extrinsic rewards -- bonuses, prizes, commissions, points, badges -- are the default tool organizations reach for when they want to change… the-seven-deadly-flaws-of-extrinsic-rewards uncategorised "},{"slug":"the-seven-stages-of-action","kind":"skill","name":"The seven stages of action","tagline":"Don Norman's Seven Stages of Action is a model of how humans interact with products. Every interaction, from flipping a light switch to…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"the seven stages of action don norman's seven stages of action is a model of how humans interact with products. every interaction, from flipping a light switch to… the-seven-stages-of-action uncategorised "},{"slug":"the-six-paths-framework","kind":"skill","name":"The six paths framework","tagline":"The Six Paths Framework provides six systematic ways to look beyond the conventional boundaries of an industry and discover blue ocean…","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"the six paths framework the six paths framework provides six systematic ways to look beyond the conventional boundaries of an industry and discover blue ocean… the-six-paths-framework business & ops "},{"slug":"the-two-gulfs-execution-and-evaluation","kind":"skill","name":"The Two Gulfs: Execution and Evaluation","tagline":"Every human-product interaction involves crossing two psychological chasms. The Gulf of Execution separates what the user wants to do from…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"the two gulfs: execution and evaluation every human-product interaction involves crossing two psychological chasms. the gulf of execution separates what the user wants to do from… the-two-gulfs-execution-and-evaluation uncategorised "},{"slug":"the-value-equation-maximizing-perceived-value","kind":"skill","name":"The Value Equation: Maximizing Perceived Value","tagline":"The Value Equation is the fundamental formula behind every Grand Slam Offer. It defines how prospects subconsciously evaluate whether an…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"the value equation: maximizing perceived value the value equation is the fundamental formula behind every grand slam offer. it defines how prospects subconsciously evaluate whether an… the-value-equation-maximizing-perceived-value uncategorised "},{"slug":"the-whole-product-model","kind":"skill","name":"The whole product model","tagline":"Pragmatist buyers do not buy products. They buy solutions to problems. The gap between what you ship and what they need is called the…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"the whole product model pragmatist buyers do not buy products. they buy solutions to problems. the gap between what you ship and what they need is called the… the-whole-product-model uncategorised "},{"slug":"three-tiers-of-non-customers","kind":"skill","name":"Three tiers of non customers","tagline":"Blue oceans are built on new demand, not on stealing market share from competitors. The largest untapped opportunity for any business lies…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"three tiers of non customers blue oceans are built on new demand, not on stealing market share from competitors. the largest untapped opportunity for any business lies… three-tiers-of-non-customers uncategorised "},{"slug":"thursday-build-the-prototype","kind":"skill","name":"Thursday: Build the Prototype","tagline":"Thursday is about execution. The team transforms Wednesday's storyboard into a realistic prototype that customers can react to on Friday.…","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/map-flow","taskName":"User flows","hay":"thursday: build the prototype thursday is about execution. the team transforms wednesday's storyboard into a realistic prototype that customers can react to on friday.… thursday-build-the-prototype design & ui "},{"slug":"tiny-habits-method","kind":"skill","name":"Tiny habits method","tagline":"The Tiny Habits method is the practical application of the Fogg Behavior Model. It makes behavior change reliable by shrinking behaviors to…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"tiny habits method the tiny habits method is the practical application of the fogg behavior model. it makes behavior change reliable by shrinking behaviors to… tiny-habits-method uncategorised "},{"slug":"tipping-playbooks","kind":"skill","name":"Tipping playbooks","tagline":"- From One Network to a Repeatable Playbook","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"tipping playbooks - from one network to a repeatable playbook tipping-playbooks uncategorised "},{"slug":"top-design","kind":"skill","name":"Top-Design: Award-Winning Digital Experiences","tagline":"Create award-winning, immersive web experiences at the level of Awwwards-featured agencies. Use when the user mentions \"Awwwards quality\", \"make my site stunning\", \"scroll animations\", \"parallax storytelling\", \"cinematic web design\", \"portfolio site\", or \"brand experience\". Also trigger when elevating a standard landing page into a memorable digital experience. Covers dramatic typography, purposeful motion, scroll-based composition, and performance-optimized animation. For foundational UI, see refactoring-ui. For type selection, see web-typography.","author":"wondelai","license":"MIT","stars":2235,"dept":"media","deptName":"Content creator","task":"media/make-photo","taskName":"Photo styles","hay":"top-design: award-winning digital experiences create award-winning, immersive web experiences at the level of awwwards-featured agencies. use when the user mentions \"awwwards quality\", \"make my site stunning\", \"scroll animations\", \"parallax storytelling\", \"cinematic web design\", \"portfolio site\", or \"brand experience\". also trigger when elevating a standard landing page into a memorable digital experience. covers dramatic typography, purposeful motion, scroll-based composition, and performance-optimized animation. for foundational ui, see refactoring-ui. for type selection, see web-typography. top-design creator "},{"slug":"transactions-and-consistency","kind":"skill","name":"Transactions and consistency","tagline":"Transactions are an abstraction layer that simplifies the programming model for applications accessing a database. They bundle multiple…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"transactions and consistency transactions are an abstraction layer that simplifies the programming model for applications accessing a database. they bundle multiple… transactions-and-consistency uncategorised "},{"slug":"trigger-design-for-microinteractions","kind":"skill","name":"Trigger design for microinteractions","tagline":"A trigger is what initiates a microinteraction. It is the entry point -- the doorknob, the button, the notification badge. Triggers come in…","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"trigger design for microinteractions a trigger is what initiates a microinteraction. it is the entry point -- the doorknob, the button, the notification badge. triggers come in… trigger-design-for-microinteractions design & ui "},{"slug":"triggers-in-the-hook-model","kind":"skill","name":"Triggers in the hook model","tagline":"Triggers are the actuators of behavior—the spark plugs of the Hook Model. Without a trigger, there is no action.","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"triggers in the hook model triggers are the actuators of behavior—the spark plugs of the hook model. without a trigger, there is no action. triggers-in-the-hook-model uncategorised "},{"slug":"triggers-designing-environmental-cues-for-top-of-mind-awareness","kind":"skill","name":"Triggers: Designing Environmental Cues for Top-of-Mind Awareness","tagline":"Triggers are stimuli in the environment that prompt people to think about related things. If your product is linked to a frequent trigger,…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"triggers: designing environmental cues for top-of-mind awareness triggers are stimuli in the environment that prompt people to think about related things. if your product is linked to a frequent trigger,… triggers-designing-environmental-cues-for-top-of-mind-awareness uncategorised "},{"slug":"tuesday-sketch-solutions","kind":"skill","name":"Tuesday: Sketch Solutions","tagline":"Tuesday is about generating solutions, not discussing them. The day shifts from group understanding (Monday) to individual creation. By the…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"tuesday: sketch solutions tuesday is about generating solutions, not discussing them. the day shifts from group understanding (monday) to individual creation. by the… tuesday-sketch-solutions uncategorised "},{"slug":"type-i-vs-type-x-intrinsic-and-extrinsic-behavioral-styles","kind":"skill","name":"Type I vs. Type X: Intrinsic and Extrinsic Behavioral Styles","tagline":"Daniel Pink distinguishes between two behavioral types that describe how people relate to motivation. Type X (extrinsic) behavior is fueled…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"type i vs. type x: intrinsic and extrinsic behavioral styles daniel pink distinguishes between two behavioral types that describe how people relate to motivation. type x (extrinsic) behavior is fueled… type-i-vs-type-x-intrinsic-and-extrinsic-behavioral-styles uncategorised "},{"slug":"ubiquitous-language","kind":"skill","name":"Ubiquitous language","tagline":"The single most important practice in Domain-Driven Design. A ubiquitous language is the shared vocabulary between developers and domain…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ubiquitous language the single most important practice in domain-driven design. a ubiquitous language is the shared vocabulary between developers and domain… ubiquitous-language uncategorised "},{"slug":"unexpected-breaking-patterns-and-creating-curiosity","kind":"skill","name":"Unexpected: Breaking Patterns and Creating Curiosity","tagline":"The Unexpected principle serves two distinct purposes: getting attention and holding it. Surprise breaks through the noise and grabs…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"unexpected: breaking patterns and creating curiosity the unexpected principle serves two distinct purposes: getting attention and holding it. surprise breaks through the noise and grabs… unexpected-breaking-patterns-and-creating-curiosity uncategorised "},{"slug":"unique-attributes-discovery","kind":"skill","name":"Unique attributes discovery","tagline":"Unique attributes are the objective, verifiable facts about your product that no competitive alternative can claim. They are the raw…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"unique attributes discovery unique attributes are the objective, verifiable facts about your product that no competitive alternative can claim. they are the raw… unique-attributes-discovery uncategorised "},{"slug":"unity-the-power-of-shared-identity","kind":"skill","name":"Unity: The Power of Shared Identity","tagline":"Unity is the seventh and newest principle in Cialdini's framework, added in the expanded edition of \"Influence.\" It goes beyond liking (I'm…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"unity: the power of shared identity unity is the seventh and newest principle in cialdini's framework, added in the expanded edition of \"influence.\" it goes beyond liking (i'm… unity-the-power-of-shared-identity uncategorised "},{"slug":"user-recruitment-for-design-sprints","kind":"skill","name":"User recruitment for design sprints","tagline":"Recruiting the right participants for Friday's interviews is one of the most important and most underestimated parts of the design sprint.…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"user recruitment for design sprints recruiting the right participants for friday's interviews is one of the most important and most underestimated parts of the design sprint.… user-recruitment-for-design-sprints uncategorised "},{"slug":"ux-heuristics","kind":"skill","name":"UX Heuristics Framework","tagline":"Paste your page and tell us the one thing you want visitors to do. Get back a plain-language list of what's confusing and exactly how to fix each spot.","author":"wondelai","license":"MIT","stars":2235,"dept":"design","deptName":"Design","task":"design/map-flow","taskName":"User flows","hay":"ux heuristics framework paste your page and tell us the one thing you want visitors to do. get back a plain-language list of what's confusing and exactly how to fix each spot. ux-heuristics design & ui people land on my website and leave without buying or signing up, and i have no idea why. i'm too close to it to see what's confusing."},{"slug":"value-innovation","kind":"skill","name":"Value innovation","tagline":"Value innovation is the cornerstone of blue ocean strategy. It occurs when a company aligns innovation with utility, price, and cost…","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"value innovation value innovation is the cornerstone of blue ocean strategy. it occurs when a company aligns innovation with utility, price, and cost… value-innovation business & ops "},{"slug":"value-mapping-framework","kind":"skill","name":"Value mapping framework","tagline":"Value mapping is the bridge between what your product does (unique attributes) and what your customers care about (outcomes). Customers…","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"value mapping framework value mapping is the bridge between what your product does (unique attributes) and what your customers care about (outcomes). customers… value-mapping-framework business & ops "},{"slug":"value-based-pricing-charging-what-you-re-worth","kind":"skill","name":"Value-Based Pricing: Charging What You're Worth","tagline":"Most businesses price wrong. They look at their costs, add a margin, and hope people buy. Or they look at competitors and price slightly…","author":"wondelai","license":"MIT","stars":2235,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"value-based pricing: charging what you're worth most businesses price wrong. they look at their costs, add a margin, and hope people buy. or they look at competitors and price slightly… value-based-pricing-charging-what-you-re-worth sales & ecommerce "},{"slug":"variable-rewards-in-the-hook-model","kind":"skill","name":"Variable rewards in the hook model","tagline":"The reward phase is what keeps users coming back. Predictable rewards lose power—variability is what maintains engagement.","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"variable rewards in the hook model the reward phase is what keeps users coming back. predictable rewards lose power—variability is what maintains engagement. variable-rewards-in-the-hook-model uncategorised "},{"slug":"viral-content-patterns-formats-platforms-and-shareability","kind":"skill","name":"Viral Content Patterns: Formats, Platforms, and Shareability","tagline":"Not all content is created equal when it comes to sharing. Certain content formats, structures, and platform-specific patterns dramatically…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"viral content patterns: formats, platforms, and shareability not all content is created equal when it comes to sharing. certain content formats, structures, and platform-specific patterns dramatically… viral-content-patterns-formats-platforms-and-shareability uncategorised "},{"slug":"voice-and-words","kind":"skill","name":"Voice and words","tagline":"Deepens SKILL.md §2 (Voice: You, Active, Present, Timeless) and §3 (Sentences and Words). Owns rule IDs V1-V10 and W1-W8 — cite these IDs…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"voice and words deepens skill.md §2 (voice: you, active, present, timeless) and §3 (sentences and words). owns rule ids v1-v10 and w1-w8 — cite these ids… voice-and-words uncategorised "},{"slug":"web-typography-2","kind":"skill","name":"Web typography","tagline":"Select, pair, and implement typefaces for web projects. Use when the user mentions \"font pairing\", \"which typeface\", \"line height\", \"responsive typography\", \"web font loading\", \"type hierarchy\", \"variable fonts\", \"FOUT/FOIT\", \"typographic scale\", or \"the text is hard to read\". Also trigger when choosing between system fonts and web fonts, optimizing font-loading performance, or designing readable long-form content. Covers readability evaluation, CSS implementation, and performance optimization. For overall UI design systems, see refactoring-ui. For dramatic typographic experiences, see top-design.","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"web typography select, pair, and implement typefaces for web projects. use when the user mentions \"font pairing\", \"which typeface\", \"line height\", \"responsive typography\", \"web font loading\", \"type hierarchy\", \"variable fonts\", \"fout/foit\", \"typographic scale\", or \"the text is hard to read\". also trigger when choosing between system fonts and web fonts, optimizing font-loading performance, or designing readable long-form content. covers readability evaluation, css implementation, and performance optimization. for overall ui design systems, see refactoring-ui. for dramatic typographic experiences, see top-design. web-typography-2 coding "},{"slug":"wednesday-decide-on-the-best-solution","kind":"skill","name":"Wednesday: Decide on the Best Solution","tagline":"Wednesday transforms a gallery of individual sketches into a single plan the team will prototype and test. The day uses structured critique…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"wednesday: decide on the best solution wednesday transforms a gallery of individual sketches into a single plan the team will prototype and test. the day uses structured critique… wednesday-decide-on-the-best-solution uncategorised "},{"slug":"negotiation","kind":"skill","name":"Win your next tough negotiation","tagline":"You describe the deal you're stuck in and who you're up against; you get back a word-for-word game plan of what to say, what to ask, and where to hold firm.","author":"wondelai","license":"MIT","stars":2235,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"win your next tough negotiation you describe the deal you're stuck in and who you're up against; you get back a word-for-word game plan of what to say, what to ask, and where to hold firm. negotiation business & ops you've got a big conversation coming up about money or terms and you're dreading it, because the other side has the upper hand and you always seem to cave or split the difference. you never know the exact words to use so you don't come off as pushy or desperate."},{"slug":"contagious","kind":"skill","name":"Word-of-Mouth & Virality Framework","tagline":"Describe your product, offer, or campaign and get back specific, practical ways to make more people share it and recommend it to others.","author":"wondelai","license":"MIT","stars":2235,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"word-of-mouth & virality framework describe your product, offer, or campaign and get back specific, practical ways to make more people share it and recommend it to others. contagious business & ops you have something good but nobody's talking about it, and paying for ads to get noticed is draining money you don't have. you need people to tell their friends on their own, but you have no idea how to make that actually happen."},{"slug":"word-of-mouth-the-dominant-channel-nobody-optimizes","kind":"skill","name":"Word-of-Mouth: The Dominant Channel Nobody Optimizes","tagline":"Word-of-mouth is the most powerful form of marketing. It drives 20-50% of all purchasing decisions and is up to 10 times more effective…","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"word-of-mouth: the dominant channel nobody optimizes word-of-mouth is the most powerful form of marketing. it drives 20-50% of all purchasing decisions and is up to 10 times more effective… word-of-mouth-the-dominant-channel-nobody-optimizes uncategorised "},{"slug":"working-with-legacy-code","kind":"skill","name":"Working Effectively with Legacy Code","tagline":"Safely change and test untested codebases using Feathers'' \"Working Effectively with Legacy Code\". Use when the user mentions \"legacy code\", \"no tests\", \"untested codebase\", \"how do I test this\", \"seams\", \"characterization tests\", \"golden master\", \"sprout method\", \"afraid to change this code\", \"monster method\", \"dependency breaking\", or \"inherited a messy codebase\". Also trigger when changing code without tests safely, getting a class under test when constructors, statics, or singletons block it, adding features to tangled modules, or planning incremental test coverage for an old codebase. Covers the legacy-code change algorithm, seams, characterization tests, sprout/wrap, and dependency-breaking techniques. For refactoring code that already has tests, see refactoring-patterns. For day-to-day code quality, see clean-code.","author":"wondelai","license":"MIT","stars":2235,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"working effectively with legacy code safely change and test untested codebases using feathers'' \"working effectively with legacy code\". use when the user mentions \"legacy code\", \"no tests\", \"untested codebase\", \"how do i test this\", \"seams\", \"characterization tests\", \"golden master\", \"sprout method\", \"afraid to change this code\", \"monster method\", \"dependency breaking\", or \"inherited a messy codebase\". also trigger when changing code without tests safely, getting a class under test when constructors, statics, or singletons block it, adding features to tangled modules, or planning incremental test coverage for an old codebase. covers the legacy-code change algorithm, seams, characterization tests, sprout/wrap, and dependency-breaking techniques. for refactoring code that already has tests, see refactoring-patterns. for day-to-day code quality, see clean-code. working-with-legacy-code coding "},{"slug":"writing-the-kernel","kind":"skill","name":"Writing the kernel","tagline":"- Formulating the Guiding Policy","author":"wondelai","license":"MIT","stars":2235,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"writing the kernel - formulating the guiding policy writing-the-kernel uncategorised "},{"slug":"blog-analyze-2","kind":"skill","name":"Blog Analyzer: Quality Audit & Scoring","tagline":"Audit and score blog posts on a 5-category 100-point scoring system covering content quality, SEO optimization, E-E-A-T signals, technical elements, and AI citation readiness. Includes advisory editorial style diagnostics (sentence-length variation, configured phrase lists, vocabulary sampling) that never infer authorship or affect scoring. Supports export formats (markdown, JSON, table) and batch analysis with sorting. Generates prioritized recommendations (Critical/High/Medium/Low) with specific fixes. Works with any format (MDX, markdown, HTML, URL). Use when user says \"analyze blog\", \"audit blog\", blog score\", \"check blog quality\", \"blog review\", \"rate this blog\", blog health check\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"blog analyzer: quality audit & scoring audit and score blog posts on a 5-category 100-point scoring system covering content quality, seo optimization, e-e-a-t signals, technical elements, and ai citation readiness. includes advisory editorial style diagnostics (sentence-length variation, configured phrase lists, vocabulary sampling) that never infer authorship or affect scoring. supports export formats (markdown, json, table) and batch analysis with sorting. generates prioritized recommendations (critical/high/medium/low) with specific fixes. works with any format (mdx, markdown, html, url). use when user says \"analyze blog\", \"audit blog\", blog score\", \"check blog quality\", \"blog review\", \"rate this blog\", blog health check\". blog-analyze-2 marketing "},{"slug":"blog-audio-2","kind":"skill","name":"Blog Audio: Gemini TTS Narration for Blog Posts","tagline":"Generate audio narration of blog posts using Google Gemini TTS. Supports summary narration, full article read-aloud, and two-speaker podcast/dialogue mode with 30 voice options. Outputs MP3 with HTML5 audio embed code. Works standalone via /blog audio or internally from blog-write. Falls back gracefully when API key is not configured. Use when user says \"blog audio\", \"narrate blog\", \"audio version\", text to speech\", \"tts\", \"podcast mode\", \"read aloud\", \"audio narration\", voice\", \"narration\", \"generate audio\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"media","deptName":"Content creator","task":"media/make-podcast","taskName":"Podcast & newsletter","hay":"blog audio: gemini tts narration for blog posts generate audio narration of blog posts using google gemini tts. supports summary narration, full article read-aloud, and two-speaker podcast/dialogue mode with 30 voice options. outputs mp3 with html5 audio embed code. works standalone via /blog audio or internally from blog-write. falls back gracefully when api key is not configured. use when user says \"blog audio\", \"narrate blog\", \"audio version\", text to speech\", \"tts\", \"podcast mode\", \"read aloud\", \"audio narration\", voice\", \"narration\", \"generate audio\". blog-audio-2 marketing "},{"slug":"blog-audit-2","kind":"skill","name":"Blog Audit: Full-Site Health Assessment","tagline":"Full-site blog health assessment scanning all blog files for quality scores, orphan pages, topic cannibalization, stale content, and AI citation readiness. Runs canonical batch analysis before site-wide checks. Produces per-post scores and a prioritized action queue. Use when user says \"audit blog\", \"blog audit\", site audit\", \"blog health\", \"audit all posts\", \"check all blogs\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"blog audit: full-site health assessment full-site blog health assessment scanning all blog files for quality scores, orphan pages, topic cannibalization, stale content, and ai citation readiness. runs canonical batch analysis before site-wide checks. produces per-post scores and a prioritized action queue. use when user says \"audit blog\", \"blog audit\", site audit\", \"blog health\", \"audit all posts\", \"check all blogs\". blog-audit-2 marketing "},{"slug":"blog-brand-2","kind":"skill","name":"Blog Brand: Durable Editorial Context","tagline":"Establish durable brand and voice context for cross-skill consumption. Generates BRAND.md (audience, positioning, do/don't editorial rules, taboo phrases, competitor differentiation) and VOICE.md (existing persona JSON re-expressed as readable prose), both written to the project root. When present, the blog orchestrator auto-loads these files for write, rewrite, brief, outline, calendar, and strategy workflows. Pairs with blog-persona, which manages the structured persona JSON. Use when user says \"blog brand\", \"create brand context\", \"brand voice doc\", \"BRAND.md\", \"VOICE.md\", \"establish editorial brand\", brand guidelines for blog\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"media","deptName":"Content creator","task":"media/plan-content","taskName":"Content planning","hay":"blog brand: durable editorial context establish durable brand and voice context for cross-skill consumption. generates brand.md (audience, positioning, do/don't editorial rules, taboo phrases, competitor differentiation) and voice.md (existing persona json re-expressed as readable prose), both written to the project root. when present, the blog orchestrator auto-loads these files for write, rewrite, brief, outline, calendar, and strategy workflows. pairs with blog-persona, which manages the structured persona json. use when user says \"blog brand\", \"create brand context\", \"brand voice doc\", \"brand.md\", \"voice.md\", \"establish editorial brand\", brand guidelines for blog\". blog-brand-2 marketing "},{"slug":"blog-brief-2","kind":"skill","name":"Blog Brief Generator: Content Planning","tagline":"Generate detailed content briefs for blog posts with target keywords, content outlines, competitive analysis, recommended statistics, image and chart suggestions, word count targets, internal linking architecture, template recommendations (12 types), TL;DR drafts, evidence-backed section planning, information gain prompts, and multi-channel distribution plans. Briefs are optimized for Google rankings and AI citation visibility as part of SEO. Use when user says \"content brief\", \"blog brief\", \"write brief\", \"SEO brief\", article brief\", or \"content requirements\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"blog brief generator: content planning generate detailed content briefs for blog posts with target keywords, content outlines, competitive analysis, recommended statistics, image and chart suggestions, word count targets, internal linking architecture, template recommendations (12 types), tl;dr drafts, evidence-backed section planning, information gain prompts, and multi-channel distribution plans. briefs are optimized for google rankings and ai citation visibility as part of seo. use when user says \"content brief\", \"blog brief\", \"write brief\", \"seo brief\", article brief\", or \"content requirements\". blog-brief-2 marketing "},{"slug":"blog-calendar-2","kind":"skill","name":"Blog Calendar: Editorial Planning","tagline":"Generate editorial calendars for blogs with topic clusters, publishing schedules, material-change reviews, update plans, seasonal opportunities, content mix formula, template integration, and distribution scheduling. Plans monthly or quarterly calendars around reader needs, evidence changes, and sustainable publishing capacity. Use when user says \"editorial calendar\", \"content calendar\", \"blog calendar\", publishing schedule\", \"blog plan\", \"content plan\", \"what should I write\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"media","deptName":"Content creator","task":"media/plan-content","taskName":"Content planning","hay":"blog calendar: editorial planning generate editorial calendars for blogs with topic clusters, publishing schedules, material-change reviews, update plans, seasonal opportunities, content mix formula, template integration, and distribution scheduling. plans monthly or quarterly calendars around reader needs, evidence changes, and sustainable publishing capacity. use when user says \"editorial calendar\", \"content calendar\", \"blog calendar\", publishing schedule\", \"blog plan\", \"content plan\", \"what should i write\". blog-calendar-2 marketing "},{"slug":"blog-chart-2","kind":"skill","name":"Blog Chart: Built-In SVG Data Visualization","tagline":"Generate dark-mode-compatible inline SVG data visualization charts for blog posts. Supports horizontal bar, grouped bar, donut, line, lollipop, area, and radar charts with automatic platform detection (HTML vs JSX/MDX). Enforces chart type diversity, accessible markup (role=img, aria-labelledby), source attribution, and transparent backgrounds. Use when user says \"blog chart\", \"generate chart\", \"data visualization\", \"svg chart\", \"blog graph\", or \"visualize data\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"blog chart: built-in svg data visualization generate dark-mode-compatible inline svg data visualization charts for blog posts. supports horizontal bar, grouped bar, donut, line, lollipop, area, and radar charts with automatic platform detection (html vs jsx/mdx). enforces chart type diversity, accessible markup (role=img, aria-labelledby), source attribution, and transparent backgrounds. use when user says \"blog chart\", \"generate chart\", \"data visualization\", \"svg chart\", \"blog graph\", or \"visualize data\". blog-chart-2 marketing "},{"slug":"blog-cluster-2","kind":"skill","name":"Blog Cluster (Semantic Topic Cluster Engine)","tagline":"Semantic topic cluster planning and automated execution engine for claude-blog. Performs SERP-based keyword research, groups keywords by search intent and SERP overlap, builds a hub-and-spoke cluster architecture, generates an interactive SVG cluster map, and executes the full cluster by orchestrating blog-write calls with shared cluster context and automatic internal-link injection. Fills the strategy-to-execution gap: blog-strategy plans the blueprint, blog-cluster builds the house. Use when user says \"blog cluster\", \"topic cluster\", \"content cluster\", cluster plan\", \"cluster execute\", \"pillar content\", \"hub and spoke\", content ecosystem\", \"cluster map\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"media","deptName":"Content creator","task":"media/plan-content","taskName":"Content planning","hay":"blog cluster (semantic topic cluster engine) semantic topic cluster planning and automated execution engine for claude-blog. performs serp-based keyword research, groups keywords by search intent and serp overlap, builds a hub-and-spoke cluster architecture, generates an interactive svg cluster map, and executes the full cluster by orchestrating blog-write calls with shared cluster context and automatic internal-link injection. fills the strategy-to-execution gap: blog-strategy plans the blueprint, blog-cluster builds the house. use when user says \"blog cluster\", \"topic cluster\", \"content cluster\", cluster plan\", \"cluster execute\", \"pillar content\", \"hub and spoke\", content ecosystem\", \"cluster map\". blog-cluster-2 marketing "},{"slug":"blog-delivery-contract","kind":"skill","name":"Blog delivery contract","tagline":"The contract every blog must pass before being presented to the user. Five gates that fire automatically between content generation and…","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"legal","deptName":"Legal & compliance","task":"legal/draft-contract","taskName":"Contracts","hay":"blog delivery contract the contract every blog must pass before being presented to the user. five gates that fire automatically between content generation and… blog-delivery-contract marketing "},{"slug":"blog-discourse-2","kind":"skill","name":"Blog Discourse: Real Discourse Research, API-Free","tagline":"Research what people are actually saying about a topic in the last 30 days across Reddit, X / Twitter, YouTube, Hacker News, dev.to, Medium, and other public discourse platforms. API-free; uses WebSearch with platform-targeted site operators plus recency filters. Produces DISCOURSE.md (a structured brief) and JSON output the writer can consume. Complements blog-researcher (which focuses on authority sources) with a recency-and-engagement lens. Use when user says \"blog discourse\", \"discourse research\", \"what are people saying about\", \"research what people are saying\", \"voice of customer\", \"social listening\", \"30-day research\", \"trend research\", what's the discussion on\", \"real-time research\", \"practitioner discourse\", /blog discourse\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"blog discourse: real discourse research, api-free research what people are actually saying about a topic in the last 30 days across reddit, x / twitter, youtube, hacker news, dev.to, medium, and other public discourse platforms. api-free; uses websearch with platform-targeted site operators plus recency filters. produces discourse.md (a structured brief) and json output the writer can consume. complements blog-researcher (which focuses on authority sources) with a recency-and-engagement lens. use when user says \"blog discourse\", \"discourse research\", \"what are people saying about\", \"research what people are saying\", \"voice of customer\", \"social listening\", \"30-day research\", \"trend research\", what's the discussion on\", \"real-time research\", \"practitioner discourse\", /blog discourse\". blog-discourse-2 marketing "},{"slug":"blog-factcheck-2","kind":"skill","name":"Blog factcheck","tagline":"Verify statistics and claims in blog posts by fetching cited source URLs and checking if the claimed data actually appears on the page. Extracts all load-bearing claims (statistics, product or policy claims, ranking and comparative claims, named sources), validates cited URLs before fetching, and scores match confidence (exact match 1.0, paraphrase 0.7-0.9, not found 0.0). Flags uncited claims as UNVERIFIED. Use when user says \"fact check\", verify statistics\", \"check sources\", \"validate claims\", \"factcheck\", source verification\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"blog factcheck verify statistics and claims in blog posts by fetching cited source urls and checking if the claimed data actually appears on the page. extracts all load-bearing claims (statistics, product or policy claims, ranking and comparative claims, named sources), validates cited urls before fetching, and scores match confidence (exact match 1.0, paraphrase 0.7-0.9, not found 0.0). flags uncited claims as unverified. use when user says \"fact check\", verify statistics\", \"check sources\", \"validate claims\", \"factcheck\", source verification\". blog-factcheck-2 marketing "},{"slug":"blog-geo-2","kind":"skill","name":"Blog GEO: AI Citation Optimization Audit","tagline":"AI citation readiness audit as part of SEO, covering classic Google search and AI search surfaces together. Use whenever the user wants their content to rank or be cited in ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com, Google AI Overviews, or Google AI Mode. AI citation optimization audit scoring blog posts for major answer surfaces. Evaluates evidence-backed citability, purpose clarity, entity clarity, structured data, and AI crawler accessibility. Suggests evidence-backed explanations and a 0-100 AI Citation Readiness score. Use when user says \"geo\", \"ai citation\", \"ai optimization\", \"citation audit\", \"aeo\", \"perplexity optimization\", \"chatgpt citation\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"blog geo: ai citation optimization audit ai citation readiness audit as part of seo, covering classic google search and ai search surfaces together. use whenever the user wants their content to rank or be cited in chatgpt, perplexity, claude, gemini, copilot, you.com, google ai overviews, or google ai mode. ai citation optimization audit scoring blog posts for major answer surfaces. evaluates evidence-backed citability, purpose clarity, entity clarity, structured data, and ai crawler accessibility. suggests evidence-backed explanations and a 0-100 ai citation readiness score. use when user says \"geo\", \"ai citation\", \"ai optimization\", \"citation audit\", \"aeo\", \"perplexity optimization\", \"chatgpt citation\". blog-geo-2 marketing "},{"slug":"blog-google-2","kind":"skill","name":"Blog Google: Google API Data for Blog Performance","tagline":"Google API integration for blog performance: PageSpeed Insights, CrUX Core Web Vitals with 25-week history, Search Console performance, URL Inspection, Indexing API, GA4 organic traffic, NLP entity analysis for E-E-A-T, YouTube video search for embedding, and Google Ads Keyword Planner. Progressive feature availability based on credential tier (API key, OAuth/service account, GA4, Ads). Shares config with claude-seo at ~/.config/claude-seo/google-api.json. Use when user says \"google data\", \"page speed\", \"core web vitals\", \"search console\", indexation\", \"GA4\", \"keyword research\", \"nlp entities\", \"blog performance\", youtube search\", \"google api setup\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"blog google: google api data for blog performance google api integration for blog performance: pagespeed insights, crux core web vitals with 25-week history, search console performance, url inspection, indexing api, ga4 organic traffic, nlp entity analysis for e-e-a-t, youtube video search for embedding, and google ads keyword planner. progressive feature availability based on credential tier (api key, oauth/service account, ga4, ads). shares config with claude-seo at ~/.config/claude-seo/google-api.json. use when user says \"google data\", \"page speed\", \"core web vitals\", \"search console\", indexation\", \"ga4\", \"keyword research\", \"nlp entities\", \"blog performance\", youtube search\", \"google api setup\". blog-google-2 marketing "},{"slug":"blog-image-2","kind":"skill","name":"Blog Image - AI Image Generation for Blog Content","tagline":"AI image generation and editing for blog content powered by Gemini via MCP. Generates hero images, inline illustrations, social preview cards, and OG images, and edits existing ones. Supports 6 domain modes (Editorial, Product, Landscape, UI/Web, Infographic, Abstract). Works standalone or internally from blog-write and blog-rewrite; falls back gracefully when MCP is unavailable. Use when user says \"blog image\", \"generate hero image\", \"blog illustration\", edit blog image\", \"OG image\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"blog image - ai image generation for blog content ai image generation and editing for blog content powered by gemini via mcp. generates hero images, inline illustrations, social preview cards, and og images, and edits existing ones. supports 6 domain modes (editorial, product, landscape, ui/web, infographic, abstract). works standalone or internally from blog-write and blog-rewrite; falls back gracefully when mcp is unavailable. use when user says \"blog image\", \"generate hero image\", \"blog illustration\", edit blog image\", \"og image\". blog-image-2 marketing "},{"slug":"blog-locale-audit-2","kind":"skill","name":"Blog Locale Audit, Multilingual Quality Control","tagline":"Audit a directory of multilingual blog content for completeness, consistency, hreflang correctness, meta-tag parity, and freshness. Builds a translation coverage matrix, flags stale translations, validates hreflang and schema, and emits a prioritized report with runnable fix commands. Use when user says \"locale audit\", \"blog locale-audit\", \"check translations\", multilingual audit\", \"translation check\", \"hreflang check\", Uebersetzungen pruefen\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"blog locale audit, multilingual quality control audit a directory of multilingual blog content for completeness, consistency, hreflang correctness, meta-tag parity, and freshness. builds a translation coverage matrix, flags stale translations, validates hreflang and schema, and emits a prioritized report with runnable fix commands. use when user says \"locale audit\", \"blog locale-audit\", \"check translations\", multilingual audit\", \"translation check\", \"hreflang check\", uebersetzungen pruefen\". blog-locale-audit-2 marketing "},{"slug":"blog-localize-2","kind":"skill","name":"Blog Localize, Cultural Deep-Adaptation","tagline":"Deep cultural adaptation of translated blog posts. Run after blog-translate completes. Goes beyond translation to swap brand examples, adapt CTAs, substitute legal references, localize statistic sources where possible, and adjust formality (Sie/du, tu/vous, formal/informal). Built-in profiles for DACH, Francophone, Hispanic, and Japanese markets. Use when user says \"localize blog\", \"blog localize\", \"cultural adaptation\", adapt for Germany\", \"lokalisieren\", \"localiser\", \"adaptar\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"operations","deptName":"Operations","task":"operations/write-clearly","taskName":"Clear writing","hay":"blog localize, cultural deep-adaptation deep cultural adaptation of translated blog posts. run after blog-translate completes. goes beyond translation to swap brand examples, adapt ctas, substitute legal references, localize statistic sources where possible, and adjust formality (sie/du, tu/vous, formal/informal). built-in profiles for dach, francophone, hispanic, and japanese markets. use when user says \"localize blog\", \"blog localize\", \"cultural adaptation\", adapt for germany\", \"lokalisieren\", \"localiser\", \"adaptar\". blog-localize-2 marketing "},{"slug":"blog-multilingual-2","kind":"skill","name":"Blog Multilingual, One-Command International Publishing","tagline":"One-command multilingual blog creation. Writes a blog post, translates it into user-specified languages, applies cultural adaptation, and emits hreflang tags, sitemap entries, and a CMS-ready language map. The complete write-to-publish pipeline for international content. Orchestrates blog-write, blog-translate, blog-localize, and (optionally) seo-hreflang. Use when user says \"multilingual blog\", \"blog multilingual\", \"write in multiple languages\", \"international blog\", \"mehrsprachiger Blog\", \"blog multilingue\", \"blog multilingue\", \"create blog in German and French\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"blog multilingual, one-command international publishing one-command multilingual blog creation. writes a blog post, translates it into user-specified languages, applies cultural adaptation, and emits hreflang tags, sitemap entries, and a cms-ready language map. the complete write-to-publish pipeline for international content. orchestrates blog-write, blog-translate, blog-localize, and (optionally) seo-hreflang. use when user says \"multilingual blog\", \"blog multilingual\", \"write in multiple languages\", \"international blog\", \"mehrsprachiger blog\", \"blog multilingue\", \"blog multilingue\", \"create blog in german and french\". blog-multilingual-2 marketing "},{"slug":"blog-notebooklm-2","kind":"skill","name":"Blog NotebookLM: Source-Grounded Research from Your Documents","tagline":"Query Google NotebookLM notebooks for source-grounded, citation-backed answers from user-uploaded documents. Manages notebook library, handles Google authentication, and supports smart discovery. Works standalone via /blog notebooklm or internally from blog-write and blog-researcher for source-grounded research context. Falls back gracefully when not configured. Use when user says \"notebooklm\", \"notebook\", \"query notebook\", ask notebook\", \"notebook research\", \"source grounded research\", document query\", \"notebook library\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"blog notebooklm: source-grounded research from your documents query google notebooklm notebooks for source-grounded, citation-backed answers from user-uploaded documents. manages notebook library, handles google authentication, and supports smart discovery. works standalone via /blog notebooklm or internally from blog-write and blog-researcher for source-grounded research context. falls back gracefully when not configured. use when user says \"notebooklm\", \"notebook\", \"query notebook\", ask notebook\", \"notebook research\", \"source grounded research\", document query\", \"notebook library\". blog-notebooklm-2 marketing "},{"slug":"blog-orchestration-details","kind":"skill","name":"Blog orchestration details","tagline":"Operational details for the skills/blog/SKILL.md orchestrator.","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"blog orchestration details operational details for the skills/blog/skill.md orchestrator. blog-orchestration-details marketing "},{"slug":"blog-outline-2","kind":"skill","name":"Blog Outline Generator: SERP-Informed Structure Planning","tagline":"SERP-informed outline generation with H2/H3 heading hierarchy, competitive content gap analysis, section-by-section word count targets, chart and image placement markers, optional FAQ question planning, and internal linking zones. Skeleton only: structure, H2/H3 hierarchy, word counts, optional FAQ slots. Use blog-brief instead if you need full competitive analysis, statistics research, and image suggestions. Lighter than a full content brief, generates article skeleton and structure only, ready for /blog write to consume. Use when user says \"outline\", \"blog outline\", \"content outline\", structure blog\", \"plan sections\", \"article skeleton\", \"heading structure\", SERP analysis\", \"competitive outline\", \"plan article\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"blog outline generator: serp-informed structure planning serp-informed outline generation with h2/h3 heading hierarchy, competitive content gap analysis, section-by-section word count targets, chart and image placement markers, optional faq question planning, and internal linking zones. skeleton only: structure, h2/h3 hierarchy, word counts, optional faq slots. use blog-brief instead if you need full competitive analysis, statistics research, and image suggestions. lighter than a full content brief, generates article skeleton and structure only, ready for /blog write to consume. use when user says \"outline\", \"blog outline\", \"content outline\", structure blog\", \"plan sections\", \"article skeleton\", \"heading structure\", serp analysis\", \"competitive outline\", \"plan article\". blog-outline-2 marketing "},{"slug":"blog-quality-scoring-checklist","kind":"skill","name":"Blog quality scoring checklist","tagline":"Score each blog post against this checklist. Used by /blog analyze.","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"blog quality scoring checklist score each blog post against this checklist. used by /blog analyze. blog-quality-scoring-checklist marketing "},{"slug":"blog-repurpose-2","kind":"skill","name":"Blog Repurpose: Cross-Platform Content Adaptation","tagline":"Repurpose blog posts for social media, email, video, podcast, and community channels. Generates Twitter/X threads, LinkedIn posts and articles, Threads, Bluesky, TikTok, Instagram, YouTube Shorts and long-form scripts, Reddit, newsletter, podcast, Discord, and Slack variants. Adapts tone for each platform. Use when user says \"repurpose\", \"blog repurpose\", \"share blog\", \"social media\", twitter thread\", \"linkedin post\", \"youtube script\", \"reddit post\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"blog repurpose: cross-platform content adaptation repurpose blog posts for social media, email, video, podcast, and community channels. generates twitter/x threads, linkedin posts and articles, threads, bluesky, tiktok, instagram, youtube shorts and long-form scripts, reddit, newsletter, podcast, discord, and slack variants. adapts tone for each platform. use when user says \"repurpose\", \"blog repurpose\", \"share blog\", \"social media\", twitter thread\", \"linkedin post\", \"youtube script\", \"reddit post\". blog-repurpose-2 marketing "},{"slug":"blog-researcher","kind":"agent","name":"Blog researcher","tagline":"Research specialist for blog content. Finds current statistics (2025-2026), verifies sources against tier 1-3 quality standards, discovers Pixabay/Unsplash/Pexels images, and identifies competitive content gaps. Invoked for statistic research, image discovery, and competitive analysis tasks during blog writing workflows.","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"blog researcher research specialist for blog content. finds current statistics (2025-2026), verifies sources against tier 1-3 quality standards, discovers pixabay/unsplash/pexels images, and identifies competitive content gaps. invoked for statistic research, image discovery, and competitive analysis tasks during blog writing workflows. blog-researcher marketing "},{"slug":"blog-reviewer","kind":"agent","name":"Blog reviewer","tagline":"Quality assessment specialist for blog posts. Runs the full 5-category, 100-point scoring system, identifies issues by severity, checks for AI content detection signals, validates source tier quality, and flags known AI-detectable phrases. Invoked for quality review tasks during blog workflows.","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"blog reviewer quality assessment specialist for blog posts. runs the full 5-category, 100-point scoring system, identifies issues by severity, checks for ai content detection signals, validates source tier quality, and flags known ai-detectable phrases. invoked for quality review tasks during blog workflows. blog-reviewer marketing "},{"slug":"blog-rewrite-2","kind":"skill","name":"Blog Rewriter: Optimize Existing Posts","tagline":"Rewrite and optimize existing blog posts for Google SEO (May 2026 Core Update, E-E-A-T) and AI citation visibility as one SEO discipline. For AI-citation-only audit (no Google work), use blog-geo instead. Replaces fabricated statistics with sourced data, applies answer-first formatting, adds images, generates SVG charts, and updates freshness signals. Works with any blog format (MDX, markdown, HTML). Use when user says \"rewrite blog\", \"optimize blog\", \"update blog\", \"improve blog\", \"fix blog\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"blog rewriter: optimize existing posts rewrite and optimize existing blog posts for google seo (may 2026 core update, e-e-a-t) and ai citation visibility as one seo discipline. for ai-citation-only audit (no google work), use blog-geo instead. replaces fabricated statistics with sourced data, applies answer-first formatting, adds images, generates svg charts, and updates freshness signals. works with any blog format (mdx, markdown, html). use when user says \"rewrite blog\", \"optimize blog\", \"update blog\", \"improve blog\", \"fix blog\". blog-rewrite-2 marketing "},{"slug":"blog-schema-2","kind":"skill","name":"Blog Schema: JSON-LD Structured Data Generation","tagline":"Generate complete JSON-LD schema markup for blog posts with Article/BlogPosting, Person, Organization, BreadcrumbList, ImageObject, and optional FAQPage. Validates against Google requirements and warns about deprecated types. Use when user says \"schema\", \"blog schema\", \"json-ld\", \"structured data\", \"schema markup\", generate schema\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"blog schema: json-ld structured data generation generate complete json-ld schema markup for blog posts with article/blogposting, person, organization, breadcrumblist, imageobject, and optional faqpage. validates against google requirements and warns about deprecated types. use when user says \"schema\", \"blog schema\", \"json-ld\", \"structured data\", \"schema markup\", generate schema\". blog-schema-2 marketing "},{"slug":"blog-seo","kind":"agent","name":"Blog SEO","tagline":"SEO optimization specialist for blog posts. Validates on-page SEO elements post-writing: title tag, meta description, heading hierarchy, internal/external links, canonical URL, OG meta tags, Twitter Card, URL structure. Produces a pass/fail checklist with specific fixes.","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"blog seo seo optimization specialist for blog posts. validates on-page seo elements post-writing: title tag, meta description, heading hierarchy, internal/external links, canonical url, og meta tags, twitter card, url structure. produces a pass/fail checklist with specific fixes. blog-seo marketing "},{"slug":"blog-seo-check-2","kind":"skill","name":"Blog SEO Check: Post-Writing Validation","tagline":"Post-writing SEO validation with pass/fail checklist covering title tag length and keyword placement, meta description quality, heading hierarchy and keyword density, internal/external link audit with anchor text analysis, canonical URL verification, Open Graph meta tags (og:title, og:description, og:image), Twitter Card validation, structured data presence and validity, URL structure optimization, and image alt text presence. Produces prioritized fix list with specific recommendations. Use when user says \"seo check\", check seo\", \"validate seo\", \"blog seo\", \"seo validation\", \"on-page seo\", title tag check\", \"meta description check\", \"heading check\", \"link audit\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"blog seo check: post-writing validation post-writing seo validation with pass/fail checklist covering title tag length and keyword placement, meta description quality, heading hierarchy and keyword density, internal/external link audit with anchor text analysis, canonical url verification, open graph meta tags (og:title, og:description, og:image), twitter card validation, structured data presence and validity, url structure optimization, and image alt text presence. produces prioritized fix list with specific recommendations. use when user says \"seo check\", check seo\", \"validate seo\", \"blog seo\", \"seo validation\", \"on-page seo\", title tag check\", \"meta description check\", \"heading check\", \"link audit\". blog-seo-check-2 marketing "},{"slug":"blog-strategy-2","kind":"skill","name":"Blog Strategy: Positioning & Content Architecture","tagline":"Blog strategy development including topic cluster architecture with hub-and-spoke design, audience mapping, competitive landscape analysis, AI citation surface strategy across ChatGPT/Perplexity/AI Overviews, distribution channel planning (YouTube, Reddit, review platforms for AI-citation SEO), content scoring targets, measurement framework, and content differentiation through original research and first-hand experience. Use when user says \"blog strategy\", \"content strategy\", \"blog positioning\", what should I blog about\", \"blog topics\", \"content pillars\", \"blog ideation\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"blog strategy: positioning & content architecture blog strategy development including topic cluster architecture with hub-and-spoke design, audience mapping, competitive landscape analysis, ai citation surface strategy across chatgpt/perplexity/ai overviews, distribution channel planning (youtube, reddit, review platforms for ai-citation seo), content scoring targets, measurement framework, and content differentiation through original research and first-hand experience. use when user says \"blog strategy\", \"content strategy\", \"blog positioning\", what should i blog about\", \"blog topics\", \"content pillars\", \"blog ideation\". blog-strategy-2 marketing "},{"slug":"blog-translate-2","kind":"skill","name":"Blog Translate, SEO-Optimized Blog Translation","tagline":"Translate existing blog posts into one or more target languages with SEO-optimized localization. Produces native-quality translations that preserve markdown structure, frontmatter, schema JSON-LD, image and chart embeds, and evidence-backed explanations. Localizes keywords, meta tags, numbers, dates, currencies, and quote styles per locale. Flags machine-translation artifacts for review. Run BEFORE blog-localize: this handles language conversion; localize handles cultural adaptation after translation completes. Use when user says \"translate blog\", \"blog translate\", \"uebersetzen\", traduire\", \"traducir\", \"translate post\", \"blog auf Deutsch\", \"blog en espanol\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"blog translate, seo-optimized blog translation translate existing blog posts into one or more target languages with seo-optimized localization. produces native-quality translations that preserve markdown structure, frontmatter, schema json-ld, image and chart embeds, and evidence-backed explanations. localizes keywords, meta tags, numbers, dates, currencies, and quote styles per locale. flags machine-translation artifacts for review. run before blog-localize: this handles language conversion; localize handles cultural adaptation after translation completes. use when user says \"translate blog\", \"blog translate\", \"uebersetzen\", traduire\", \"traducir\", \"translate post\", \"blog auf deutsch\", \"blog en espanol\". blog-translate-2 marketing "},{"slug":"blog-translator","kind":"agent","name":"Blog translator","tagline":"Specialized translation and localization agent for blog content. Produces native-quality translations of an entire blog post, optimized for both human readers and search engines, with format preservation (markdown, MDX, HTML, frontmatter, schema JSON-LD, SVG charts) and locale-correct number, date, currency, and quote formatting. Invoke from `blog-translate` and `blog-multilingual` orchestrators when a single source-to-target language translation is needed. One agent invocation handles one target language.","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"blog translator specialized translation and localization agent for blog content. produces native-quality translations of an entire blog post, optimized for both human readers and search engines, with format preservation (markdown, mdx, html, frontmatter, schema json-ld, svg charts) and locale-correct number, date, currency, and quote formatting. invoke from `blog-translate` and `blog-multilingual` orchestrators when a single source-to-target language translation is needed. one agent invocation handles one target language. blog-translator marketing "},{"slug":"blog-writer","kind":"agent","name":"Blog writer","tagline":"Content generation specialist for blog posts. Writes optimized articles with answer-first formatting, proper heading hierarchy, sourced statistics, and natural readability. Follows the 6 pillars of dual optimization. Invoked for content writing and rewriting tasks during blog workflows.","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"blog writer content generation specialist for blog posts. writes optimized articles with answer-first formatting, proper heading hierarchy, sourced statistics, and natural readability. follows the 6 pillars of dual optimization. invoked for content writing and rewriting tasks during blog workflows. blog-writer marketing "},{"slug":"blog-write-2","kind":"skill","name":"Blog Writer: New Article Generation","tagline":"Write new blog articles from scratch optimized for Google rankings and AI citations. Generates full articles with template selection, answer-first formatting, Key Takeaways summary box, information gain markers, evidence-backed explanations, sourced statistics, Pixabay/Unsplash images, built-in SVG chart generation, optional FAQ sections, internal linking zones, and proper heading hierarchy. Supports MDX, markdown, and HTML output. Use when user says \"write blog\", \"new blog post\", \"create article\", write about\", \"draft blog\", \"generate blog post\".","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"blog writer: new article generation write new blog articles from scratch optimized for google rankings and ai citations. generates full articles with template selection, answer-first formatting, key takeaways summary box, information gain markers, evidence-backed explanations, sourced statistics, pixabay/unsplash images, built-in svg chart generation, optional faq sections, internal linking zones, and proper heading hierarchy. supports mdx, markdown, and html output. use when user says \"write blog\", \"new blog post\", \"create article\", write about\", \"draft blog\", \"generate blog post\". blog-write-2 marketing "},{"slug":"blog-2","kind":"skill","name":"Blog: Content Engine for Rankings & AI Citations","tagline":"Full-lifecycle blog engine with 31 sub-skills, 12 templates, 100-point scoring, and 5 agents. Routes requests to the right sub-skill: writing, rewriting, analysis, outlines, audits, schema, charts, images, repurposing, AI citation SEO, FLOW prompts, topic clusters, and multilingual publishing. Optimized for Google rankings, E-E-A-T, and AI citations. Supports any platform. Use when user says \"blog\", \"blog post\", \"blog audit\", \"topic cluster\", multilingual blog\", or any /blog subcommand.","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"blog: content engine for rankings & ai citations full-lifecycle blog engine with 31 sub-skills, 12 templates, 100-point scoring, and 5 agents. routes requests to the right sub-skill: writing, rewriting, analysis, outlines, audits, schema, charts, images, repurposing, ai citation seo, flow prompts, topic clusters, and multilingual publishing. optimized for google rankings, e-e-a-t, and ai citations. supports any platform. use when user says \"blog\", \"blog post\", \"blog audit\", \"topic cluster\", multilingual blog\", or any /blog subcommand. blog-2 marketing "},{"slug":"cognitive-load-assessment-for-long-form-content","kind":"skill","name":"Cognitive load assessment for long form content","tagline":"A reader has finite working memory. A blog post that introduces too many new concepts, named entities, or numeric claims in too short a…","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"cognitive load assessment for long form content a reader has finite working memory. a blog post that introduces too many new concepts, named entities, or numeric claims in too short a… cognitive-load-assessment-for-long-form-content marketing "},{"slug":"complete-blog-schema-reference","kind":"skill","name":"Complete blog schema reference","tagline":"- Schema Types: Use Only When Eligible","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"complete blog schema reference - schema types: use only when eligible complete-blog-schema-reference marketing "},{"slug":"content-distribution-strategy-playbook-for-ai-visibility","kind":"skill","name":"Content Distribution Strategy: Playbook for AI Visibility","tagline":"Vendor-reported datasets suggest many AI citations come from off-site signals,","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"content distribution strategy: playbook for ai visibility vendor-reported datasets suggest many ai citations come from off-site signals, content-distribution-strategy-playbook-for-ai-visibility marketing "},{"slug":"content-structure-rules-dual-optimization","kind":"skill","name":"Content Structure Rules: Dual Optimization","tagline":"- Answer-First Formatting (Strong AI Citation Improvement)","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"content structure rules: dual optimization - answer-first formatting (strong ai citation improvement) content-structure-rules-dual-optimization marketing "},{"slug":"content-type-template-reference","kind":"skill","name":"Content type template reference","tagline":"Index and guide to the 12 content templates in templates/. These","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"content type template reference index and guide to the 12 content templates in templates/. these content-type-template-reference marketing "},{"slug":"cta-placement-guide","kind":"skill","name":"Cta placement guide","tagline":"The figures below are vendor-reported directional benchmarks. Use them as A/B","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"cta placement guide the figures below are vendor-reported directional benchmarks. use them as a/b cta-placement-guide marketing "},{"slug":"editorial-heuristics-ordinal-scoring-rubric-0-to-4","kind":"skill","name":"Editorial Heuristics: Ordinal Scoring Rubric (0 to 4)","tagline":"The 100-point system in quality-scoring.md (sibling file) tells you a post scores 78. This ordinal rubric tells you which sections are P0…","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"editorial heuristics: ordinal scoring rubric (0 to 4) the 100-point system in quality-scoring.md (sibling file) tells you a post scores 78. this ordinal rubric tells you which sections are p0… editorial-heuristics-ordinal-scoring-rubric-0-to-4 marketing "},{"slug":"flow-alignment-in-claude-blog","kind":"skill","name":"Flow alignment in claude blog","tagline":"This reference explains how claude-blog adopts the FLOW framework. Load it on demand when a user asks about FLOW, evidence standards,…","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"flow alignment in claude blog this reference explains how claude-blog adopts the flow framework. load it on demand when a user asks about flow, evidence standards,… flow-alignment-in-claude-blog marketing "},{"slug":"blog-flow-2","kind":"skill","name":"FLOW Framework for Bloggers (Find, Optimize, Win)","tagline":"FLOW framework integration for bloggers. Evidence-led content workflow using the Find, Optimize, Win loop with stage-specific AI prompts from the FLOW knowledge base (30 blog-applicable prompts, CC BY 4.0). Use when user says FLOW\", \"FLOW framework\", \"blog flow\", \"evidence-led blogging\", \"find optimize win\", or wants stage-specific blog prompts.","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"flow framework for bloggers (find, optimize, win) flow framework integration for bloggers. evidence-led content workflow using the find, optimize, win loop with stage-specific ai prompts from the flow knowledge base (30 blog-applicable prompts, cc by 4.0). use when user says flow\", \"flow framework\", \"blog flow\", \"evidence-led blogging\", \"find optimize win\", or wants stage-specific blog prompts. blog-flow-2 marketing "},{"slug":"internal-link-architecture","kind":"skill","name":"Internal link architecture","tagline":"- Why Internal Links Matter","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"internal link architecture - why internal links matter internal-link-architecture marketing "},{"slug":"platform-specific-output-formatting","kind":"skill","name":"Platform specific output formatting","tagline":"Adapt blog output to each platform's requirements. Detect the platform","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"platform specific output formatting adapt blog output to each platform's requirements. detect the platform platform-specific-output-formatting marketing "},{"slug":"seo-landscape-2026-google-updates-e-e-a-t","kind":"skill","name":"SEO Landscape 2026: Google Updates & E-E-A-T","tagline":"Latest confirmed core update: May 2026 Core Update, 2026-05-21 to","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo landscape 2026: google updates & e-e-a-t latest confirmed core update: may 2026 core update, 2026-05-21 to seo-landscape-2026-google-updates-e-e-a-t marketing "},{"slug":"synthesis-contract-6-laws-for-research-synthesis-output","kind":"skill","name":"Synthesis Contract: 6 LAWs for Research-Synthesis Output","tagline":"When blog-researcher, blog-discourse, blog-brief, or any other research-producing sub-skill emits synthesis prose (a brief, a \"what people…","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"legal","deptName":"Legal & compliance","task":"legal/draft-contract","taskName":"Contracts","hay":"synthesis contract: 6 laws for research-synthesis output when blog-researcher, blog-discourse, blog-brief, or any other research-producing sub-skill emits synthesis prose (a brief, a \"what people… synthesis-contract-6-laws-for-research-synthesis-output marketing "},{"slug":"technical-ai-visibility-crawler-access-rendering","kind":"skill","name":"Technical AI Visibility: Crawler Access & Rendering","tagline":"- robots.txt Template for AI Crawlers","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"technical ai visibility: crawler access & rendering - robots.txt template for ai crawlers technical-ai-visibility-crawler-access-rendering marketing "},{"slug":"template-case-study","kind":"skill","name":"Template: Case Study","tagline":"Template Name: Case Study (Results-Focused Narrative)","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"template: case study template name: case study (results-focused narrative) template-case-study marketing "},{"slug":"template-comparison-x-vs-y","kind":"skill","name":"Template: Comparison (X vs Y)","tagline":"Template Name: Comparison (X vs Y Analysis)","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"template: comparison (x vs y) template name: comparison (x vs y analysis) template-comparison-x-vs-y marketing "},{"slug":"template-data-research-original-data-study","kind":"skill","name":"Template: Data Research (Original Data Study)","tagline":"Template ID: data-research","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"template: data research (original data study) template id: data-research template-data-research-original-data-study marketing "},{"slug":"template-faq-knowledge-base","kind":"skill","name":"Template: FAQ / Knowledge Base","tagline":"Template ID: faq-knowledge","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"support","deptName":"Customer support","task":"support/write-help-docs","taskName":"Help docs","hay":"template: faq / knowledge base template id: faq-knowledge template-faq-knowledge-base marketing "},{"slug":"template-how-to-guide","kind":"skill","name":"Template: How-To Guide","tagline":"Template Name: How-To Guide (Step-by-Step Tutorial)","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"template: how-to guide template name: how-to guide (step-by-step tutorial) template-how-to-guide marketing "},{"slug":"template-listicle","kind":"skill","name":"Template: Listicle","tagline":"Template Name: Listicle (Ranked/Numbered List)","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"template: listicle template name: listicle (ranked/numbered list) template-listicle marketing "},{"slug":"template-news-analysis-timely-event-commentary","kind":"skill","name":"Template: News Analysis (Timely Event Commentary)","tagline":"Template ID: news-analysis","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"template: news analysis (timely event commentary) template id: news-analysis template-news-analysis-timely-event-commentary marketing "},{"slug":"template-pillar-page","kind":"skill","name":"Template: Pillar Page","tagline":"Description: Comprehensive topic authority guide that serves as the central hub for a topic cluster. Pillar pages provide broad, thorough…","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":"media","deptName":"Content creator","task":"media/plan-content","taskName":"Content planning","hay":"template: pillar page description: comprehensive topic authority guide that serves as the central hub for a topic cluster. pillar pages provide broad, thorough… template-pillar-page marketing "},{"slug":"template-product-review","kind":"skill","name":"Template: Product Review","tagline":"Description: First-hand product assessment based on real testing and hands-on experience. Product reviews build trust through transparency,…","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"template: product review description: first-hand product assessment based on real testing and hands-on experience. product reviews build trust through transparency,… template-product-review marketing "},{"slug":"template-roundup","kind":"skill","name":"Template: Roundup","tagline":"Description: Curated collection of expert quotes, insights, and strategies organized around a specific topic. Roundup posts leverage…","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"template: roundup description: curated collection of expert quotes, insights, and strategies organized around a specific topic. roundup posts leverage… template-roundup marketing "},{"slug":"template-thought-leadership","kind":"skill","name":"Template: Thought Leadership","tagline":"Description: Opinion and analysis piece that challenges conventional wisdom with a data-backed contrarian angle. Thought leadership content…","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"template: thought leadership description: opinion and analysis piece that challenges conventional wisdom with a data-backed contrarian angle. thought leadership content… template-thought-leadership marketing "},{"slug":"template-tutorial-code-tool-walkthrough","kind":"skill","name":"Template: Tutorial (Code/Tool Walkthrough)","tagline":"Target Length: 2,000-3,000 words","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"template: tutorial (code/tool walkthrough) target length: 2,000-3,000 words template-tutorial-code-tool-walkthrough marketing "},{"slug":"visual-media-integration-images-charts-cover-images","kind":"skill","name":"Visual Media Integration: Images, Charts & Cover Images","tagline":"- Cover Images & OG Images","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"visual media integration: images, charts & cover images - cover images & og images visual-media-integration-images-charts-cover-images marketing "},{"slug":"youtube-video-embed-reference","kind":"skill","name":"Youtube video embed reference","tagline":"Video can improve engagement and extraction when it is relevant, current, and","author":"AgriciDaniel","license":"MIT","stars":2219,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"youtube video embed reference video can improve engagement and extraction when it is relevant, current, and youtube-video-embed-reference marketing "},{"slug":"ideogram4","kind":"skill","name":"Ideogram 4 Skill","tagline":"Prompting patterns for Ideogram 4 text-to-image — best-in-class in-image text rendering and exact color/layout control via structured JSON captions. Use when generating images that need legible on-image text (title cards, thumbnails, logos, signage, CTAs), precise brand colors, or controlled spatial layout. Triggers include title slide image, thumbnail with text, on-image text, legible text in image, brand color palette image, bounding-box layout, Ideogram.","author":"digitalsamba","license":"MIT","stars":2114,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"ideogram 4 skill prompting patterns for ideogram 4 text-to-image — best-in-class in-image text rendering and exact color/layout control via structured json captions. use when generating images that need legible on-image text (title cards, thumbnails, logos, signage, ctas), precise brand colors, or controlled spatial layout. triggers include title slide image, thumbnail with text, on-image text, legible text in image, brand color palette image, bounding-box layout, ideogram. ideogram4 creator "},{"slug":"ltx2","kind":"skill","name":"LTX-2.3 Video Generation","tagline":"AI video generation with LTX-2.3 22B — text-to-video, image-to-video clips for video production. Use when generating video clips, animating images, creating b-roll, animated backgrounds, or motion content. Triggers include video generation, animate image, b-roll, motion, video clip, text-to-video, image-to-video.","author":"digitalsamba","license":"MIT","stars":2114,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"ltx-2.3 video generation ai video generation with ltx-2.3 22b — text-to-video, image-to-video clips for video production. use when generating video clips, animating images, creating b-roll, animated backgrounds, or motion content. triggers include video generation, animate image, b-roll, motion, video clip, text-to-video, image-to-video. ltx2 creator "},{"slug":"moviepy","kind":"skill","name":"moviepy for Video Production","tagline":"Python video composition with moviepy 2.x — overlaying deterministic text on AI-generated video (LTX-2, SadTalker), compositing clips, single-file build.py video projects. Use when adding labels/captions/lower-thirds to LTX-2 or SadTalker outputs, building short ad-style spots in pure Python without Remotion, or doing programmatic video composition. Triggers include text overlay on video, label LTX-2 clip, caption SadTalker output, lower third, build.py video, moviepy, Python video composition, sub-30s ad spot.","author":"digitalsamba","license":"MIT","stars":2114,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"moviepy for video production python video composition with moviepy 2.x — overlaying deterministic text on ai-generated video (ltx-2, sadtalker), compositing clips, single-file build.py video projects. use when adding labels/captions/lower-thirds to ltx-2 or sadtalker outputs, building short ad-style spots in pure python without remotion, or doing programmatic video composition. triggers include text overlay on video, label ltx-2 clip, caption sadtalker output, lower third, build.py video, moviepy, python video composition, sub-30s ad spot. moviepy creator "},{"slug":"playwright-recording","kind":"skill","name":"Playwright Video Recording","tagline":"Record browser interactions as video using Playwright. Use for capturing demo videos, app walkthroughs, and UI flows for Remotion videos. Triggers include recording a demo, capturing browser video, screen recording a website, or creating walkthrough footage.","author":"digitalsamba","license":"MIT","stars":2114,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"playwright video recording record browser interactions as video using playwright. use for capturing demo videos, app walkthroughs, and ui flows for remotion videos. triggers include recording a demo, capturing browser video, screen recording a website, or creating walkthrough footage. playwright-recording creator "},{"slug":"qwen-edit","kind":"skill","name":"Qwen-Image-Edit Skill","tagline":"AI image editing prompting patterns for Qwen-Image-Edit. Use when editing photos while preserving identity, reframing cropped images, changing clothing or accessories, adjusting poses, applying style transfers, or character transformations. Provides prompt patterns, parameter tuning, and examples.","author":"digitalsamba","license":"MIT","stars":2114,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"qwen-image-edit skill ai image editing prompting patterns for qwen-image-edit. use when editing photos while preserving identity, reframing cropped images, changing clothing or accessories, adjusting poses, applying style transfers, or character transformations. provides prompt patterns, parameter tuning, and examples. qwen-edit creator "},{"slug":"remotion","kind":"skill","name":"Remotion — Toolkit Extensions","tagline":"Toolkit-specific Remotion patterns — custom transitions, shared components, and project conventions. For core Remotion framework knowledge (hooks, animations, rendering, etc.), see the `remotion-official` skill.","author":"digitalsamba","license":"MIT","stars":2114,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"remotion — toolkit extensions toolkit-specific remotion patterns — custom transitions, shared components, and project conventions. for core remotion framework knowledge (hooks, animations, rendering, etc.), see the `remotion-official` skill. remotion creator "},{"slug":"remotion-official","kind":"skill","name":"Remotion best practices","tagline":"Router for all Remotion skills","author":"digitalsamba","license":"MIT","stars":2114,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"remotion best practices router for all remotion skills remotion-official creator "},{"slug":"runpod","kind":"skill","name":"RunPod Cloud GPU","tagline":"Cloud GPU processing via RunPod serverless. Use when setting up RunPod endpoints, deploying Docker images, managing GPU resources, troubleshooting endpoint issues, or understanding costs. Covers all 5 toolkit images (qwen-edit, realesrgan, propainter, sadtalker, qwen3-tts).","author":"digitalsamba","license":"MIT","stars":2114,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"runpod cloud gpu cloud gpu processing via runpod serverless. use when setting up runpod endpoints, deploying docker images, managing gpu resources, troubleshooting endpoint issues, or understanding costs. covers all 5 toolkit images (qwen-edit, realesrgan, propainter, sadtalker, qwen3-tts). runpod creator "},{"slug":"decision-maker-intelligence-contact-strategy","kind":"skill","name":"Decision Maker Intelligence & Contact Strategy","tagline":"You are the decision maker intelligence engine for /sales contacts <url>. You identify the buying committee, map the organizational…","author":"zubair-trabzada","license":"MIT","stars":1400,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"decision maker intelligence & contact strategy you are the decision maker intelligence engine for /sales contacts <url>. you identify the buying committee, map the organizational… decision-maker-intelligence-contact-strategy business & ops "},{"slug":"follow-up-sequence-generator","kind":"skill","name":"Follow up sequence generator","tagline":"You generate strategic follow-up email sequences for prospects after initial contact has been made. This is NOT cold outreach — these are…","author":"zubair-trabzada","license":"MIT","stars":1400,"dept":"sales","deptName":"Sales","task":"sales/write-outreach","taskName":"Outreach & follow-up","hay":"follow up sequence generator you generate strategic follow-up email sequences for prospects after initial contact has been made. this is not cold outreach — these are… follow-up-sequence-generator sales & ecommerce "},{"slug":"full-prospect-analysis-orchestrator","kind":"skill","name":"Full prospect analysis orchestrator","tagline":"You are the full prospect audit engine for /sales prospect <url>. You launch 5 parallel subagents, aggregate their results, and produce a…","author":"zubair-trabzada","license":"MIT","stars":1400,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"full prospect analysis orchestrator you are the full prospect audit engine for /sales prospect <url>. you launch 5 parallel subagents, aggregate their results, and produce a… full-prospect-analysis-orchestrator sales & ecommerce "},{"slug":"ideal-customer-profile-builder","kind":"skill","name":"Ideal customer profile builder","tagline":"- Title: Ideal Customer Profile Builder","author":"zubair-trabzada","license":"MIT","stars":1400,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ideal customer profile builder - title: ideal customer profile builder ideal-customer-profile-builder uncategorised "},{"slug":"lead-qualification-engine-bant-meddic","kind":"skill","name":"Lead Qualification Engine (BANT + MEDDIC)","tagline":"You are the lead qualification engine for /sales qualify <url>. You evaluate a prospect against two proven sales qualification frameworks —…","author":"zubair-trabzada","license":"MIT","stars":1400,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"lead qualification engine (bant + meddic) you are the lead qualification engine for /sales qualify <url>. you evaluate a prospect against two proven sales qualification frameworks —… lead-qualification-engine-bant-meddic uncategorised "},{"slug":"meeting-preparation-brief","kind":"skill","name":"Meeting preparation brief","tagline":"You generate comprehensive meeting preparation briefs that give salespeople everything they need before walking into a prospect meeting.…","author":"zubair-trabzada","license":"MIT","stars":1400,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"meeting preparation brief you generate comprehensive meeting preparation briefs that give salespeople everything they need before walking into a prospect meeting.… meeting-preparation-brief uncategorised "},{"slug":"objection-handling-playbook","kind":"skill","name":"Objection handling playbook","tagline":"You generate comprehensive objection response scripts that salespeople can use in real-time during calls, meetings, and email exchanges.…","author":"zubair-trabzada","license":"MIT","stars":1400,"dept":"sales","deptName":"Sales","task":"sales/write-outreach","taskName":"Outreach & follow-up","hay":"objection handling playbook you generate comprehensive objection response scripts that salespeople can use in real-time during calls, meetings, and email exchanges.… objection-handling-playbook sales & ecommerce "},{"slug":"professional-sales-report-pdf-generator","kind":"skill","name":"Professional sales report PDF generator","tagline":"- Title: Professional Sales Report PDF Generator","author":"zubair-trabzada","license":"MIT","stars":1400,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"professional sales report pdf generator - title: professional sales report pdf generator professional-sales-report-pdf-generator data & ai "},{"slug":"sales-competitive-intelligence","kind":"skill","name":"Sales competitive intelligence","tagline":"You analyze what tools, services, and solutions a prospect currently uses and generate actionable battle cards for selling against each…","author":"zubair-trabzada","license":"MIT","stars":1400,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"sales competitive intelligence you analyze what tools, services, and solutions a prospect currently uses and generate actionable battle cards for selling against each… sales-competitive-intelligence business & ops "},{"slug":"sales-pipeline-report-generator","kind":"skill","name":"Sales pipeline report generator","tagline":"- Title: Sales Pipeline Report Generator","author":"zubair-trabzada","license":"MIT","stars":1400,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"sales pipeline report generator - title: sales pipeline report generator sales-pipeline-report-generator data & ai "},{"slug":"sales-proposal-generator","kind":"skill","name":"Sales proposal generator","tagline":"You generate professional, client-ready sales proposals that persuade, differentiate, and close deals. This is a SALES document — not a…","author":"zubair-trabzada","license":"MIT","stars":1400,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"sales proposal generator you generate professional, client-ready sales proposals that persuade, differentiate, and close deals. this is a sales document — not a… sales-proposal-generator sales & ecommerce "},{"slug":"accessibility-audit","kind":"skill","name":"Accessibility Audit Skill","tagline":"Generate a WCAG 2.2 accessibility audit checklist and remediation suggestions for any UI or design. Use when asked to audit for accessibility, check WCAG compliance, review a design for a11y issues, or create an accessibility remediation plan. Produces a prioritised checklist with pass/fail assessments and specific fixes.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"accessibility audit skill generate a wcag 2.2 accessibility audit checklist and remediation suggestions for any ui or design. use when asked to audit for accessibility, check wcag compliance, review a design for a11y issues, or create an accessibility remediation plan. produces a prioritised checklist with pass/fail assessments and specific fixes. accessibility-audit design & ui "},{"slug":"account-plan","kind":"skill","name":"Account Plan Skill","tagline":"Build a structured account plan for any key customer or target account. Use when asked to create an account plan, key account strategy, strategic account review, or territory plan. Produces a complete account plan with relationship map, growth opportunities, risks, and 90-day action plan.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"account plan skill build a structured account plan for any key customer or target account. use when asked to create an account plan, key account strategy, strategic account review, or territory plan. produces a complete account plan with relationship map, growth opportunities, risks, and 90-day action plan. account-plan sales & ecommerce "},{"slug":"aeo-optimizer","kind":"skill","name":"AEO Optimizer Skill","tagline":"Optimize an article for Answer Engine Optimization (AEO) so AI engines like ChatGPT, Perplexity, and Claude can extract, quote, and cite it. Use when asked to AEO-optimize, make content AI-readable, improve AI citation chances, or adapt an article for answer engines. Produces an AEO-optimised rewrite with question headings, 50–80 word answer capsules, a paragraph-length audit, and flagged trust signals.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"aeo optimizer skill optimize an article for answer engine optimization (aeo) so ai engines like chatgpt, perplexity, and claude can extract, quote, and cite it. use when asked to aeo-optimize, make content ai-readable, improve ai citation chances, or adapt an article for answer engines. produces an aeo-optimised rewrite with question headings, 50–80 word answer capsules, a paragraph-length audit, and flagged trust signals. aeo-optimizer marketing "},{"slug":"ai-ethics-review","kind":"skill","name":"AI Ethics Review Skill","tagline":"Conduct a structured ethical review of an AI or ML feature, model, or product. Use when preparing to deploy an AI system, assessing algorithmic risk, auditing a model for bias, or producing a responsible AI impact assessment. Produces a structured ethics review covering fairness, transparency, privacy, safety, accountability, and societal impact with a risk tier score, pre-deployment checklist, and prioritised mitigations.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ai ethics review skill conduct a structured ethical review of an ai or ml feature, model, or product. use when preparing to deploy an ai system, assessing algorithmic risk, auditing a model for bias, or producing a responsible ai impact assessment. produces a structured ethics review covering fairness, transparency, privacy, safety, accountability, and societal impact with a risk tier score, pre-deployment checklist, and prioritised mitigations. ai-ethics-review uncategorised "},{"slug":"ai-product-canvas","kind":"skill","name":"AI Product Canvas Skill","tagline":"Structure AI and ML product decisions with the rigour of any product decision. Use when building AI-powered features, evaluating LLM integrations, designing AI products, or assessing AI readiness. Produces a complete AI product canvas covering problem definition, model approach, data requirements, evaluation framework, UX design, responsible AI checklist, and launch monitoring plan.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"ai product canvas skill structure ai and ml product decisions with the rigour of any product decision. use when building ai-powered features, evaluating llm integrations, designing ai products, or assessing ai readiness. produces a complete ai product canvas covering problem definition, model approach, data requirements, evaluation framework, ux design, responsible ai checklist, and launch monitoring plan. ai-product-canvas coding "},{"slug":"ambiguity-resolver","kind":"skill","name":"Ambiguity Resolver Skill","tagline":"Structure vague opportunities and unclear briefs into actionable one-page problem statements. Use when asked to clarify a vague brief, frame an undefined problem, make sense of an unclear opportunity, or when the user says 'we need to figure out what to do about X' or 'I've been asked to look into Y'. Produces a structured problem brief with reframed questions, scoped boundaries, and a minimum viable research plan.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ambiguity resolver skill structure vague opportunities and unclear briefs into actionable one-page problem statements. use when asked to clarify a vague brief, frame an undefined problem, make sense of an unclear opportunity, or when the user says 'we need to figure out what to do about x' or 'i've been asked to look into y'. produces a structured problem brief with reframed questions, scoped boundaries, and a minimum viable research plan. ambiguity-resolver uncategorised "},{"slug":"api-docs-writer","kind":"skill","name":"API Docs Writer Skill","tagline":"Write clear, developer-facing API documentation. Use when asked to document an API endpoint, write API reference docs, create a developer guide, or turn a raw spec/Postman collection into documentation. Produces endpoint documentation with descriptions, parameters, request/response examples, and error codes.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"api docs writer skill write clear, developer-facing api documentation. use when asked to document an api endpoint, write api reference docs, create a developer guide, or turn a raw spec/postman collection into documentation. produces endpoint documentation with descriptions, parameters, request/response examples, and error codes. api-docs-writer coding "},{"slug":"api-versioning-strategy","kind":"skill","name":"API Versioning Strategy: [Service Name]","tagline":"Write an API versioning strategy document for a service or API platform. Use when asked to define versioning policy, plan API deprecation, classify breaking changes, or document version lifecycle. Produces a complete versioning strategy with breaking-change classification table, deprecation timeline, migration guide template, and client communication template.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"api versioning strategy: [service name] write an api versioning strategy document for a service or api platform. use when asked to define versioning policy, plan api deprecation, classify breaking changes, or document version lifecycle. produces a complete versioning strategy with breaking-change classification table, deprecation timeline, migration guide template, and client communication template. api-versioning-strategy coding "},{"slug":"architectural-programme-brief","kind":"skill","name":"Architectural programme brief","tagline":"Turn a client's wishes into an architectural brief that can actually be designed against — the accommodation schedule, the adjacencies, the budget reality, and the constraints named before they become change orders. Use when asked to write an architectural brief, prepare a project brief for a building, run a client briefing, or capture requirements for a new build or refurbishment. Produces the accommodation schedule with areas, the adjacency and circulation requirements, the site and statutory constraints, the budget and programme reality check, and the explicit exclusions.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"architectural programme brief turn a client's wishes into an architectural brief that can actually be designed against — the accommodation schedule, the adjacencies, the budget reality, and the constraints named before they become change orders. use when asked to write an architectural brief, prepare a project brief for a building, run a client briefing, or capture requirements for a new build or refurbishment. produces the accommodation schedule with areas, the adjacency and circulation requirements, the site and statutory constraints, the budget and programme reality check, and the explicit exclusions. architectural-programme-brief business & ops "},{"slug":"architecture-decision-record","kind":"skill","name":"Architecture Decision Record (ADR) Skill","tagline":"Create an Architecture Decision Record (ADR) for any technical decision. Use when asked to document a technical decision, write an ADR, record an architecture choice, or capture why a technology or approach was selected. Produces a structured ADR with context, decision, consequences, and tradeoffs.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"architecture decision record (adr) skill create an architecture decision record (adr) for any technical decision. use when asked to document a technical decision, write an adr, record an architecture choice, or capture why a technology or approach was selected. produces a structured adr with context, decision, consequences, and tradeoffs. architecture-decision-record business & ops "},{"slug":"assumption-mapper","kind":"skill","name":"Assumption Mapper Skill","tagline":"Extract and risk-rate hidden assumptions in a product brief or PRD. Use when asked to review a product brief for assumptions, audit a PRD for risks, find hidden assumptions, validate product plans, or run an assumption analysis. Produces a prioritised assumption map with confidence and impact scores, recommended validation methods, and critical assumption flags.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"assumption mapper skill extract and risk-rate hidden assumptions in a product brief or prd. use when asked to review a product brief for assumptions, audit a prd for risks, find hidden assumptions, validate product plans, or run an assumption analysis. produces a prioritised assumption map with confidence and impact scores, recommended validation methods, and critical assumption flags. assumption-mapper business & ops "},{"slug":"board-deck-narrative","kind":"skill","name":"Board Deck Narrative Skill","tagline":"Build the storyline and slide structure for a board presentation. Use when asked to create a board deck, board presentation narrative, board meeting slides, or quarterly board update. Produces a complete slide-by-slide structure with narrative beats, talking points, and slide content guidance.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"board deck narrative skill build the storyline and slide structure for a board presentation. use when asked to create a board deck, board presentation narrative, board meeting slides, or quarterly board update. produces a complete slide-by-slide structure with narrative beats, talking points, and slide content guidance. board-deck-narrative design & ui "},{"slug":"board-game-night-planner","kind":"skill","name":"Board game night planner","tagline":"Plan a board game night that actually lands — the right games for your group size, mix, and time, in a running order that keeps energy up. Use when asked to plan a game night, what board game should we play, games for [N] people, or what to play with a mixed group. Produces game picks matched to player count and experience, a warm-up-to-main running order, teach-time and play-time estimates, and swaps for the non-gamers or the one player who hates losing.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"board game night planner plan a board game night that actually lands — the right games for your group size, mix, and time, in a running order that keeps energy up. use when asked to plan a game night, what board game should we play, games for [n] people, or what to play with a mixed group. produces game picks matched to player count and experience, a warm-up-to-main running order, teach-time and play-time estimates, and swaps for the non-gamers or the one player who hates losing. board-game-night-planner uncategorised "},{"slug":"budget-variance-analysis","kind":"skill","name":"Budget Variance Analysis Skill","tagline":"Produce a structured budget variance analysis from actual vs budget figures. Use when asked to analyse budget variances, explain underspend or overspend, write a variance commentary, or investigate why actuals differ from plan. Produces a categorised variance table with root cause analysis and management commentary.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"budget variance analysis skill produce a structured budget variance analysis from actual vs budget figures. use when asked to analyse budget variances, explain underspend or overspend, write a variance commentary, or investigate why actuals differ from plan. produces a categorised variance table with root cause analysis and management commentary. budget-variance-analysis business & ops "},{"slug":"capacity-planning","kind":"skill","name":"Capacity Planning Skill","tagline":"Produce a capacity planning document for a service covering traffic forecasts, resource requirements, and scaling strategy. Use when asked to plan infrastructure capacity, forecast resource needs, model traffic growth, define scaling strategy, or produce a capacity review for a service. Produces a structured capacity plan covering current baseline metrics, growth projections, resource requirements per tier, scaling strategy, cost projections, capacity triggers, and an infrastructure action roadmap.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"capacity planning skill produce a capacity planning document for a service covering traffic forecasts, resource requirements, and scaling strategy. use when asked to plan infrastructure capacity, forecast resource needs, model traffic growth, define scaling strategy, or produce a capacity review for a service. produces a structured capacity plan covering current baseline metrics, growth projections, resource requirements per tier, scaling strategy, cost projections, capacity triggers, and an infrastructure action roadmap. capacity-planning business & ops "},{"slug":"change-management-plan","kind":"skill","name":"Change Management Plan Skill","tagline":"Create a structured change management plan for any organisational change. Use when asked to write a change management plan, manage a change initiative, plan a system rollout, or lead an organisational transformation. Produces a plan covering stakeholder analysis, impact assessment, communication strategy, and resistance management.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"change management plan skill create a structured change management plan for any organisational change. use when asked to write a change management plan, manage a change initiative, plan a system rollout, or lead an organisational transformation. produces a plan covering stakeholder analysis, impact assessment, communication strategy, and resistance management. change-management-plan business & ops "},{"slug":"changelog-generator","kind":"skill","name":"Changelog Generator Skill","tagline":"Convert a git log, commit list, or release notes into a polished, user-facing changelog. Use when writing release notes, generating a CHANGELOG.md entry, or documenting what changed in a version. Produces a structured changelog section with version header, categorised changes, and migration notes. For an already-curated change list use changelog-writer instead.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/write-dev-docs","taskName":"Developer docs","hay":"changelog generator skill convert a git log, commit list, or release notes into a polished, user-facing changelog. use when writing release notes, generating a changelog.md entry, or documenting what changed in a version. produces a structured changelog section with version header, categorised changes, and migration notes. for an already-curated change list use changelog-writer instead. changelog-generator coding "},{"slug":"chart-data-extractor","kind":"skill","name":"Chart Data Extractor Skill","tagline":"Extract pixel-level data from an image of a chart or graph and produce a structured data table. Use when asked to extract data from a chart image, transcribe numbers from a graph, digitise a chart, or turn a screenshot of data into a table. Produces a structured table with extracted values, confidence levels, and a reconstructed chart source. Best used with Claude Opus 4.7 or newer for reliable chart data extraction.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"chart data extractor skill extract pixel-level data from an image of a chart or graph and produce a structured data table. use when asked to extract data from a chart image, transcribe numbers from a graph, digitise a chart, or turn a screenshot of data into a table. produces a structured table with extracted values, confidence levels, and a reconstructed chart source. best used with claude opus 4.7 or newer for reliable chart data extraction. chart-data-extractor uncategorised "},{"slug":"churn-analysis","kind":"skill","name":"Churn Analysis Skill","tagline":"Produce a structured churn analysis that separates avoidable from unavoidable churn. Use when investigating why customers are leaving, identifying at-risk segments, calculating net revenue retention, or building a retention intervention plan. Produces a churn report with rate calculations, categorised reasons by avoidability, segment breakdown, timing analysis, early warning signals, and prioritised interventions ranked by estimated impact.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"support","deptName":"Customer support","task":"support/stop-churn","taskName":"Churn & renewals","hay":"churn analysis skill produce a structured churn analysis that separates avoidable from unavoidable churn. use when investigating why customers are leaving, identifying at-risk segments, calculating net revenue retention, or building a retention intervention plan. produces a churn report with rate calculations, categorised reasons by avoidability, segment breakdown, timing analysis, early warning signals, and prioritised interventions ranked by estimated impact. churn-analysis business & ops "},{"slug":"cicd-playbook","kind":"skill","name":"CI/CD Playbook Skill","tagline":"Write a CI/CD pipeline playbook for a service or team. Use when asked to document a CI/CD pipeline, write a deployment process, define release gates, document build and test stages, or create a deployment guide. Produces a structured playbook covering pipeline stages, environment definitions, deployment gates, rollback procedures, and on-call responsibilities.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"ci/cd playbook skill write a ci/cd pipeline playbook for a service or team. use when asked to document a ci/cd pipeline, write a deployment process, define release gates, document build and test stages, or create a deployment guide. produces a structured playbook covering pipeline stages, environment definitions, deployment gates, rollback procedures, and on-call responsibilities. cicd-playbook infrastructure & ops "},{"slug":"claude-superpowers","kind":"skill","name":"Claude Superpowers Skill","tagline":"Activate a 4-stage coding discipline framework that forces Claude to plan before coding, isolate changes on a branch, write tests first, and self-review output twice before presenting it. Use when starting a complex coding task, when past Claude sessions produced broken first drafts, or when you want to prevent rework cycles. Produces a confirmed written plan, isolated feature branch, test-first implementation, and a double-reviewed output with a correctness and code-quality checklist.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"claude superpowers skill activate a 4-stage coding discipline framework that forces claude to plan before coding, isolate changes on a branch, write tests first, and self-review output twice before presenting it. use when starting a complex coding task, when past claude sessions produced broken first drafts, or when you want to prevent rework cycles. produces a confirmed written plan, isolated feature branch, test-first implementation, and a double-reviewed output with a correctness and code-quality checklist. claude-superpowers coding "},{"slug":"clinical-case-summary","kind":"skill","name":"Clinical Case Summary Skill","tagline":"Write a structured clinical case summary or case presentation. Use when asked to write a clinical case summary, case presentation, patient case report, or clinical handover. Produces a structured summary using SBAR or SOAP format. For educational and documentation purposes only — not a substitute for clinical judgement.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"clinical case summary skill write a structured clinical case summary or case presentation. use when asked to write a clinical case summary, case presentation, patient case report, or clinical handover. produces a structured summary using sbar or soap format. for educational and documentation purposes only — not a substitute for clinical judgement. clinical-case-summary design & ui "},{"slug":"code-review-checklist","kind":"skill","name":"Code Review Checklist Skill","tagline":"Generate a tailored code review checklist for any pull request based on the language, type of change, and risk level. Use when asked to review code, check a PR, review a pull request, or generate a code review checklist. Produces a focused checklist with language-specific checks, risk-level-appropriate depth, and a clear approve/request-changes recommendation.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"code review checklist skill generate a tailored code review checklist for any pull request based on the language, type of change, and risk level. use when asked to review code, check a pr, review a pull request, or generate a code review checklist. produces a focused checklist with language-specific checks, risk-level-appropriate depth, and a clear approve/request-changes recommendation. code-review-checklist coding "},{"slug":"cohort-analysis-2","kind":"skill","name":"Cohort Analysis Skill","tagline":"Structure a cohort analysis for retention, LTV, or behavioural patterns. Use when asked to run a cohort analysis, analyse retention by cohort, segment users by behaviour over time, or calculate lifetime value by acquisition period. Produces a complete cohort analysis framework with methodology, cohort definitions, retention curves, and prioritised interventions.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"marketing","deptName":"Marketing","task":"marketing/measure-marketing","taskName":"Attribution","hay":"cohort analysis skill structure a cohort analysis for retention, ltv, or behavioural patterns. use when asked to run a cohort analysis, analyse retention by cohort, segment users by behaviour over time, or calculate lifetime value by acquisition period. produces a complete cohort analysis framework with methodology, cohort definitions, retention curves, and prioritised interventions. cohort-analysis-2 marketing "},{"slug":"community-management-playbook","kind":"skill","name":"Community Management Playbook Skill","tagline":"Build a community management playbook for a brand's social media channels. Use when asked to create guidelines for managing comments, DMs, and community interactions, define a moderation policy, or build response frameworks for social media community managers. Produces a complete playbook with response templates, escalation paths, moderation rules, and tone guidelines.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"community management playbook skill build a community management playbook for a brand's social media channels. use when asked to create guidelines for managing comments, dms, and community interactions, define a moderation policy, or build response frameworks for social media community managers. produces a complete playbook with response templates, escalation paths, moderation rules, and tone guidelines. community-management-playbook marketing "},{"slug":"competitive-analysis","kind":"skill","name":"Competitive Analysis Skill","tagline":"Analyze competitors and create competitive landscape documentation with feature matrices, positioning maps, and strategic recommendations. Use when asked to analyze competitors, create competitive analysis, compare features with competitors, build a competitive landscape, track competitive positioning, or prepare sales battlecard inputs. Produces structured competitor profiles, feature comparison matrix, win/loss analysis, and prioritised strategic recommendations. For a one-off teardown of a single rival use competitor-teardown; for a recurring market briefing use competitive-intelligence-monitor.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitive analysis skill analyze competitors and create competitive landscape documentation with feature matrices, positioning maps, and strategic recommendations. use when asked to analyze competitors, create competitive analysis, compare features with competitors, build a competitive landscape, track competitive positioning, or prepare sales battlecard inputs. produces structured competitor profiles, feature comparison matrix, win/loss analysis, and prioritised strategic recommendations. for a one-off teardown of a single rival use competitor-teardown; for a recurring market briefing use competitive-intelligence-monitor. competitive-analysis business & ops "},{"slug":"competitive-intelligence-monitor","kind":"skill","name":"Competitive Intelligence Monitor Skill","tagline":"Monitor competitor signals and surface strategic implications for your roadmap. Use when asked to monitor competitors, track the competitive landscape, produce a competitive briefing, or understand what has changed in the market this week or month. Produces a structured intelligence brief with high/medium/low priority signals, roadmap implications, and a strategic landscape summary. For a single competitor announcement use competitor-signal-tracker; for a one-off deep dive use competitor-teardown.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitive intelligence monitor skill monitor competitor signals and surface strategic implications for your roadmap. use when asked to monitor competitors, track the competitive landscape, produce a competitive briefing, or understand what has changed in the market this week or month. produces a structured intelligence brief with high/medium/low priority signals, roadmap implications, and a strategic landscape summary. for a single competitor announcement use competitor-signal-tracker; for a one-off deep dive use competitor-teardown. competitive-intelligence-monitor business & ops "},{"slug":"competitor-signal-tracker","kind":"skill","name":"Competitor Signal Tracker Skill","tagline":"Analyse competitor moves and translate them into strategic implications for your product roadmap. Use when a competitor announces a new feature, pricing change, partnership, or strategic shift, or when producing a periodic competitive intelligence report. Produces a categorised signal analysis with reactive-vs-proactive assessment, threat ratings, specific roadmap implications, and recommended responses with owners. For a recurring whole-market briefing use competitive-intelligence-monitor instead.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor signal tracker skill analyse competitor moves and translate them into strategic implications for your product roadmap. use when a competitor announces a new feature, pricing change, partnership, or strategic shift, or when producing a periodic competitive intelligence report. produces a categorised signal analysis with reactive-vs-proactive assessment, threat ratings, specific roadmap implications, and recommended responses with owners. for a recurring whole-market briefing use competitive-intelligence-monitor instead. competitor-signal-tracker business & ops "},{"slug":"competitor-teardown","kind":"skill","name":"Competitor Teardown Skill","tagline":"Produce a structured competitive analysis for any product or market. Use when asked for a competitor analysis, competitive teardown, market comparison, SWOT, or positioning map. Generates a structured teardown with positioning map, feature comparison, messaging gaps, and strategic recommendations. For a full landscape doc with feature matrix and win/loss analysis use competitive-analysis instead.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor teardown skill produce a structured competitive analysis for any product or market. use when asked for a competitor analysis, competitive teardown, market comparison, swot, or positioning map. generates a structured teardown with positioning map, feature comparison, messaging gaps, and strategic recommendations. for a full landscape doc with feature matrix and win/loss analysis use competitive-analysis instead. competitor-teardown business & ops "},{"slug":"compliance-checklist","kind":"skill","name":"Compliance Checklist Skill","tagline":"Generate a prioritised compliance checklist for GDPR, SOC 2, ISO 27001, FCA, HIPAA, or other frameworks with a gap analysis. Use when asked for a compliance checklist, gap analysis, readiness assessment, or audit preparation for any regulatory framework. Produces a structured checklist with prioritised gaps, quick wins, and evidence requirements. Optimised for Opus 4.7 and newer models. Not a substitute for legal or compliance professional advice.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"legal","deptName":"Legal & compliance","task":"legal/meet-regulation","taskName":"Regulation & privacy","hay":"compliance checklist skill generate a prioritised compliance checklist for gdpr, soc 2, iso 27001, fca, hipaa, or other frameworks with a gap analysis. use when asked for a compliance checklist, gap analysis, readiness assessment, or audit preparation for any regulatory framework. produces a structured checklist with prioritised gaps, quick wins, and evidence requirements. optimised for opus 4.7 and newer models. not a substitute for legal or compliance professional advice. compliance-checklist business & ops "},{"slug":"content-calendar","kind":"skill","name":"Content Calendar Skill","tagline":"Generate a structured content calendar for any brand, product, or creator. Use when asked for a content plan, editorial calendar, social media schedule, or weekly/monthly content strategy. Produces a calendar with topics, formats, channels, and copy hooks.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"media","deptName":"Content creator","task":"media/plan-content","taskName":"Content planning","hay":"content calendar skill generate a structured content calendar for any brand, product, or creator. use when asked for a content plan, editorial calendar, social media schedule, or weekly/monthly content strategy. produces a calendar with topics, formats, channels, and copy hooks. content-calendar creator "},{"slug":"context-mode","kind":"skill","name":"Context Mode Skill","tagline":"Keep Claude Code sessions productive across resets with output filtering, session logging, and auto-resume. Use when starting a long or complex coding session, when previous sessions lost context mid-task, or when you need Claude to resume exactly where it left off after a reset. Produces a session.log at the project root, filtered command output that preserves context, and automatic resume of in-progress tasks after any reset.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"context mode skill keep claude code sessions productive across resets with output filtering, session logging, and auto-resume. use when starting a long or complex coding session, when previous sessions lost context mid-task, or when you need claude to resume exactly where it left off after a reset. produces a session.log at the project root, filtered command output that preserves context, and automatic resume of in-progress tasks after any reset. context-mode business & ops "},{"slug":"contract-review","kind":"skill","name":"Contract Review Skill","tagline":"Review and summarise any contract or legal agreement. Use when asked to review a contract, check an agreement, flag legal risks, or summarise key clauses. Produces a structured review with key terms, flagged clauses, risk rating, and plain English summary. Not a substitute for qualified legal advice.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"legal","deptName":"Legal & compliance","task":"legal/draft-contract","taskName":"Contracts","hay":"contract review skill review and summarise any contract or legal agreement. use when asked to review a contract, check an agreement, flag legal risks, or summarise key clauses. produces a structured review with key terms, flagged clauses, risk rating, and plain english summary. not a substitute for qualified legal advice. contract-review business & ops "},{"slug":"cs-escalation-brief","kind":"skill","name":"Customer Escalation Brief Skill","tagline":"Write a structured escalation brief for an at-risk customer account. Use when an account has escalated, when a customer is threatening churn, when a P1 customer issue needs executive attention, or when preparing an internal save play. Produces a crisp escalation brief with account context, timeline, root cause, business impact, and a clear resolution plan.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"support","deptName":"Customer support","task":"support/triage-tickets","taskName":"Ticket triage","hay":"customer escalation brief skill write a structured escalation brief for an at-risk customer account. use when an account has escalated, when a customer is threatening churn, when a p1 customer issue needs executive attention, or when preparing an internal save play. produces a crisp escalation brief with account context, timeline, root cause, business impact, and a clear resolution plan. cs-escalation-brief business & ops "},{"slug":"cs-health-scorecard","kind":"skill","name":"Customer Health Scorecard Skill","tagline":"Build a customer health scorecard for a specific account. Use when asked to score account health, assess renewal risk, build a health dashboard, or evaluate an account's likelihood to renew or expand. Produces a structured health scorecard with a RAG status, dimension scores, key risks, and recommended actions.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"support","deptName":"Customer support","task":"support/stop-churn","taskName":"Churn & renewals","hay":"customer health scorecard skill build a customer health scorecard for a specific account. use when asked to score account health, assess renewal risk, build a health dashboard, or evaluate an account's likelihood to renew or expand. produces a structured health scorecard with a rag status, dimension scores, key risks, and recommended actions. cs-health-scorecard business & ops "},{"slug":"customer-journey-map","kind":"skill","name":"Customer Journey Map Skill","tagline":"Build a customer journey map for a product, service, or experience. Use when asked to map a customer journey, create a user journey, document touchpoints and pain points, or design an experience map. Produces a complete journey map with stages, touchpoints, emotions, pain points, and prioritised opportunities.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"customer journey map skill build a customer journey map for a product, service, or experience. use when asked to map a customer journey, create a user journey, document touchpoints and pain points, or design an experience map. produces a complete journey map with stages, touchpoints, emotions, pain points, and prioritised opportunities. customer-journey-map marketing "},{"slug":"customer-success-plan","kind":"skill","name":"Customer Success Plan Skill","tagline":"Build a joint customer success plan for a specific account. Use when asked to create a success plan, joint success plan, mutual action plan, or customer onboarding plan. Produces a structured success plan with business goals, milestones, success metrics, ownership, and a 90-180 day roadmap.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"support","deptName":"Customer support","task":"support/onboard-customer","taskName":"Customer onboarding","hay":"customer success plan skill build a joint customer success plan for a specific account. use when asked to create a success plan, joint success plan, mutual action plan, or customer onboarding plan. produces a structured success plan with business goals, milestones, success metrics, ownership, and a 90-180 day roadmap. customer-success-plan business & ops "},{"slug":"dashboard-brief","kind":"skill","name":"Dashboard Brief Skill","tagline":"Convert a business question into a complete dashboard specification. Use when asked to design a dashboard, create a dashboard spec or brief, plan a BI report, or define what charts and metrics a dashboard should include. Produces a structured spec with metrics, dimensions, chart types, filters, and layout guidance.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"dashboard brief skill convert a business question into a complete dashboard specification. use when asked to design a dashboard, create a dashboard spec or brief, plan a bi report, or define what charts and metrics a dashboard should include. produces a structured spec with metrics, dimensions, chart types, filters, and layout guidance. dashboard-brief data & ai "},{"slug":"data-analysis-standard","kind":"skill","name":"Data Analysis Standard Skill","tagline":"Structure a product data analysis, metric deep-dive, funnel analysis, or cohort study. Use when asked to analyse product metrics, investigate a drop in conversion, explain a data change to stakeholders, or find the root cause of a metric movement. Produces a structured analysis with question, root cause, confidence level, and recommended action.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"data","deptName":"Data & analytics","task":"data/analyse-data","taskName":"Data analysis","hay":"data analysis standard skill structure a product data analysis, metric deep-dive, funnel analysis, or cohort study. use when asked to analyse product metrics, investigate a drop in conversion, explain a data change to stakeholders, or find the root cause of a metric movement. produces a structured analysis with question, root cause, confidence level, and recommended action. data-analysis-standard data & ai "},{"slug":"data-pipeline-spec","kind":"skill","name":"Data Pipeline Spec Skill","tagline":"Design an ETL/ELT data pipeline specification. Use when asked to design a data pipeline, spec an ETL or ELT process, document a data ingestion workflow, or plan a data integration. Produces a complete pipeline spec with sources, transforms, destinations, SLAs, error handling, and data quality rules.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/build-pipeline","taskName":"Data pipelines","hay":"data pipeline spec skill design an etl/elt data pipeline specification. use when asked to design a data pipeline, spec an etl or elt process, document a data ingestion workflow, or plan a data integration. produces a complete pipeline spec with sources, transforms, destinations, slas, error handling, and data quality rules. data-pipeline-spec data & ai "},{"slug":"database-migration-plan","kind":"skill","name":"Database Migration Plan Skill","tagline":"Write a safe, zero-downtime database migration plan for a schema change. Use when asked to plan a database migration, design a zero-downtime schema change, document an expand/contract migration, produce a rollback procedure for a database change, or coordinate a database schema update with a deployment. Produces a structured migration plan covering migration objectives, backward compatibility analysis, expand/contract phase breakdown, exact SQL, rollback steps per phase, data validation queries, and a deployment runbook.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/work-database","taskName":"Databases","hay":"database migration plan skill write a safe, zero-downtime database migration plan for a schema change. use when asked to plan a database migration, design a zero-downtime schema change, document an expand/contract migration, produce a rollback procedure for a database change, or coordinate a database schema update with a deployment. produces a structured migration plan covering migration objectives, backward compatibility analysis, expand/contract phase breakdown, exact sql, rollback steps per phase, data validation queries, and a deployment runbook. database-migration-plan coding "},{"slug":"database-schema-design","kind":"skill","name":"Database Schema Design Skill","tagline":"Document or design a database schema with entity relationships, table definitions, constraints, indexes, and access patterns. Use when asked to design a database, document an existing schema, model entities and relationships, define table structures, plan an index strategy, or produce a data model for review. Produces a structured schema document covering an ER diagram, table DDL definitions, index strategy, access pattern analysis, normalization decisions, and migration notes.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/work-database","taskName":"Databases","hay":"database schema design skill document or design a database schema with entity relationships, table definitions, constraints, indexes, and access patterns. use when asked to design a database, document an existing schema, model entities and relationships, define table structures, plan an index strategy, or produce a data model for review. produces a structured schema document covering an er diagram, table ddl definitions, index strategy, access pattern analysis, normalization decisions, and migration notes. database-schema-design coding "},{"slug":"debugging-log-analyser","kind":"skill","name":"Debugging Log Analyser Skill","tagline":"Parse error logs, stack traces, and crash reports into a structured root cause diagnosis. Use when an application is throwing exceptions, crashing, or producing unexpected errors and you need to understand why and what to fix. Produces a structured diagnosis with error classification, stack trace walkthrough, probable root cause with confidence level, affected code path, a concrete code-level fix suggestion, and ordered next debugging steps.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"debugging log analyser skill parse error logs, stack traces, and crash reports into a structured root cause diagnosis. use when an application is throwing exceptions, crashing, or producing unexpected errors and you need to understand why and what to fix. produces a structured diagnosis with error classification, stack trace walkthrough, probable root cause with confidence level, affected code path, a concrete code-level fix suggestion, and ordered next debugging steps. debugging-log-analyser coding "},{"slug":"demo-script","kind":"skill","name":"Demo Script Skill","tagline":"Script a product demo that lands — the audience's-workflow storyline (their day, not your feature list), the golden path rehearsed with fallbacks, the wow moment placed early, and the demo-death contingencies (the backup video, the reset state, the narration bridge). Use when asked script our product demo, demo this to a customer/exec, our demos meander through features, or the demo broke live last time. Produces the demo storyline, the click-path script with fallbacks, the wow placement, and the contingency kit.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"demo script skill script a product demo that lands — the audience's-workflow storyline (their day, not your feature list), the golden path rehearsed with fallbacks, the wow moment placed early, and the demo-death contingencies (the backup video, the reset state, the narration bridge). use when asked script our product demo, demo this to a customer/exec, our demos meander through features, or the demo broke live last time. produces the demo storyline, the click-path script with fallbacks, the wow placement, and the contingency kit. demo-script sales & ecommerce "},{"slug":"treatment-plan-presentation","kind":"skill","name":"Dental Treatment Plan Presentation","tagline":"Present a dental treatment plan the patient actually understands and accepts — sequenced by clinical priority, costed with their coverage applied, and explained in the order that answers what-is-wrong before what-it-costs. Use when asked to present a treatment plan, improve case acceptance, explain treatment to a patient, or handle a patient who says they want to think about it. Produces the phased plan, the plain-language explanation per phase, the cost and coverage breakdown, the consequences-of-delay framing, and responses to the four common objections. Clinical decisions remain the treating clinician's; this shapes the conversation, not the diagnosis.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"operations","deptName":"Operations","task":"operations/write-clearly","taskName":"Clear writing","hay":"dental treatment plan presentation present a dental treatment plan the patient actually understands and accepts — sequenced by clinical priority, costed with their coverage applied, and explained in the order that answers what-is-wrong before what-it-costs. use when asked to present a treatment plan, improve case acceptance, explain treatment to a patient, or handle a patient who says they want to think about it. produces the phased plan, the plain-language explanation per phase, the cost and coverage breakdown, the consequences-of-delay framing, and responses to the four common objections. clinical decisions remain the treating clinician's; this shapes the conversation, not the diagnosis. treatment-plan-presentation business & ops "},{"slug":"dependency-audit","kind":"skill","name":"Dependency Audit Skill","tagline":"Audits project dependencies for security vulnerabilities, license compliance issues, outdated packages, and transitive dependency risk. Use when asked to audit dependencies, review package security, check license compliance, assess dependency health, or produce a vulnerability report. Produces a vulnerability findings table, license compliance matrix, update priority matrix, dependency health score, and 30-day remediation plan.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"dependency audit skill audits project dependencies for security vulnerabilities, license compliance issues, outdated packages, and transitive dependency risk. use when asked to audit dependencies, review package security, check license compliance, assess dependency health, or produce a vulnerability report. produces a vulnerability findings table, license compliance matrix, update priority matrix, dependency health score, and 30-day remediation plan. dependency-audit security "},{"slug":"design-critique","kind":"skill","name":"Design Critique Skill","tagline":"Give structured, constructive feedback on any design using UX frameworks. Use when asked to critique a design, review a UI, give feedback on a Figma file or wireframe, assess a user flow, or evaluate a design against UX principles. Produces actionable critique applying Jobs-to-be-Done, Gestalt principles, and usability heuristics, with prioritised issues and specific recommendations.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"design","deptName":"Design","task":"design/map-flow","taskName":"User flows","hay":"design critique skill give structured, constructive feedback on any design using ux frameworks. use when asked to critique a design, review a ui, give feedback on a figma file or wireframe, assess a user flow, or evaluate a design against ux principles. produces actionable critique applying jobs-to-be-done, gestalt principles, and usability heuristics, with prioritised issues and specific recommendations. design-critique design & ui "},{"slug":"design-handoff-brief","kind":"skill","name":"Design Handoff Brief Skill","tagline":"Transform feature briefs into structured design briefs that give designers the context they need before opening Figma. Use when asked to write a design brief, create a design handoff, brief a designer on a new feature, or translate a PRD into design requirements. Produces a brief with user goal, emotional context, success criteria, constraints, edge cases, and out-of-scope boundaries.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"design handoff brief skill transform feature briefs into structured design briefs that give designers the context they need before opening figma. use when asked to write a design brief, create a design handoff, brief a designer on a new feature, or translate a prd into design requirements. produces a brief with user goal, emotional context, success criteria, constraints, edge cases, and out-of-scope boundaries. design-handoff-brief business & ops "},{"slug":"design-system-audit","kind":"skill","name":"Design System Audit Skill","tagline":"Audit a design system for consistency, coverage, and quality. Use when asked to audit a design system, review a component library, assess design token coverage, or evaluate the health of a shared design system. Produces a structured audit with a health score, component coverage gaps, token inconsistencies, accessibility issues, and a prioritised remediation roadmap.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"design system audit skill audit a design system for consistency, coverage, and quality. use when asked to audit a design system, review a component library, assess design token coverage, or evaluate the health of a shared design system. produces a structured audit with a health score, component coverage gaps, token inconsistencies, accessibility issues, and a prioritised remediation roadmap. design-system-audit design & ui "},{"slug":"disaster-recovery-plan","kind":"skill","name":"Disaster Recovery Plan Skill","tagline":"Write a disaster recovery plan for a service or system — covering RPO/RTO targets, failure scenario runbooks, backup and restore procedures, DR testing cadence, and communication templates. Use when asked to write a DR plan, document failover procedures, create recovery runbooks, define RTO/RPO targets, or prepare for a disaster recovery game day. Produces a full DR document with per-scenario recovery runbooks, backup validation procedures, testing schedule, and communication templates.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"disaster recovery plan skill write a disaster recovery plan for a service or system — covering rpo/rto targets, failure scenario runbooks, backup and restore procedures, dr testing cadence, and communication templates. use when asked to write a dr plan, document failover procedures, create recovery runbooks, define rto/rpo targets, or prepare for a disaster recovery game day. produces a full dr document with per-scenario recovery runbooks, backup validation procedures, testing schedule, and communication templates. disaster-recovery-plan coding "},{"slug":"discovery-call-prep","kind":"skill","name":"Discovery Call Prep Skill","tagline":"Prepare a structured discovery call plan for any prospect. Use when asked to prepare for a sales call, discovery call, prospect meeting, or first call with a potential customer. Produces a call brief with research, hypotheses, questions, and success criteria.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"sales","deptName":"Sales","task":"sales/write-outreach","taskName":"Outreach & follow-up","hay":"discovery call prep skill prepare a structured discovery call plan for any prospect. use when asked to prepare for a sales call, discovery call, prospect meeting, or first call with a potential customer. produces a call brief with research, hypotheses, questions, and success criteria. discovery-call-prep sales & ecommerce "},{"slug":"discovery-interview-guide","kind":"skill","name":"Discovery Interview Guide Skill","tagline":"Create a structured user discovery interview guide with screener questions, a discussion guide, and a synthesis framework. Use when planning user interviews, customer discovery sessions, Jobs-to-be-Done research, or problem validation. Produces a complete guide covering warm-up, problem exploration, and a per-session synthesis template.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"discovery interview guide skill create a structured user discovery interview guide with screener questions, a discussion guide, and a synthesis framework. use when planning user interviews, customer discovery sessions, jobs-to-be-done research, or problem validation. produces a complete guide covering warm-up, problem exploration, and a per-session synthesis template. discovery-interview-guide business & ops "},{"slug":"email-campaign-2","kind":"skill","name":"Email Campaign Skill","tagline":"Write and sequence multi-email nurture or launch campaigns. Use when asked for an email sequence, drip campaign, onboarding emails, product launch emails, or nurture flow. Produces subject lines, preview text, full email body, and send-timing recommendations for each email in the sequence.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"email campaign skill write and sequence multi-email nurture or launch campaigns. use when asked for an email sequence, drip campaign, onboarding emails, product launch emails, or nurture flow. produces subject lines, preview text, full email body, and send-timing recommendations for each email in the sequence. email-campaign-2 marketing "},{"slug":"email-triage","kind":"skill","name":"Email triage","tagline":"Triage a Gmail inbox down to only what needs you. Use when asked to triage email, clear an inbox, find what needs a reply, or summarise recent mail. Produces a prioritised list of items needing action — replies, decisions, follow-ups — for a configurable window (default last 8 hours), filtering out receipts, notifications, and newsletters.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"email triage triage a gmail inbox down to only what needs you. use when asked to triage email, clear an inbox, find what needs a reply, or summarise recent mail. produces a prioritised list of items needing action — replies, decisions, follow-ups — for a configurable window (default last 8 hours), filtering out receipts, notifications, and newsletters. email-triage uncategorised "},{"slug":"employee-engagement-survey","kind":"skill","name":"Employee Engagement Survey Skill","tagline":"Design an employee engagement survey and analyse results. Use when asked to create an employee survey, engagement questionnaire, pulse survey, or eNPS survey. Also use when asked to analyse survey results. Produces a complete survey with questions, rating scales, and an analysis framework.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"employee engagement survey skill design an employee engagement survey and analyse results. use when asked to create an employee survey, engagement questionnaire, pulse survey, or enps survey. also use when asked to analyse survey results. produces a complete survey with questions, rating scales, and an analysis framework. employee-engagement-survey business & ops "},{"slug":"engineering-hiring-rubric","kind":"skill","name":"Engineering Hiring Rubric: [Role] — [Level]","tagline":"Build an engineering hiring rubric and technical interview scorecard for evaluating software engineers at a specific level. Use when asked to create an interview rubric, design a hiring process, build a technical scorecard, or standardize engineer evaluation. Produces a full interview scorecard, behavioral question bank, technical question set with evaluation criteria, system design rubric, and debrief agenda.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/tune-model","taskName":"Models & evals","hay":"engineering hiring rubric: [role] — [level] build an engineering hiring rubric and technical interview scorecard for evaluating software engineers at a specific level. use when asked to create an interview rubric, design a hiring process, build a technical scorecard, or standardize engineer evaluation. produces a full interview scorecard, behavioral question bank, technical question set with evaluation criteria, system design rubric, and debrief agenda. engineering-hiring-rubric data & ai "},{"slug":"engineering-weekly-report","kind":"skill","name":"Engineering Weekly Report — [Team Name]","tagline":"Write a weekly engineering status report for a team, service, or initiative. Use when asked to write a team update, weekly engineering report, sprint status email, or standing team communication to stakeholders. Produces a concise, scannable weekly report covering shipping progress, metrics, decisions, blockers, and next-week priorities.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"engineering weekly report — [team name] write a weekly engineering status report for a team, service, or initiative. use when asked to write a team update, weekly engineering report, sprint status email, or standing team communication to stakeholders. produces a concise, scannable weekly report covering shipping progress, metrics, decisions, blockers, and next-week priorities. engineering-weekly-report data & ai "},{"slug":"eulogy-and-obituary-writer","kind":"skill","name":"Eulogy & Obituary Writer","tagline":"Write a eulogy or obituary for someone you loved when you're grieving and the words won't come — a true, warm piece that sounds like them and like you. Use when asked help me write a eulogy for my father, write an obituary, I have to speak at the funeral, or I don't know what to say about them. Produces a 3-5 minute eulogy or an obituary drafted from your memories rather than cliches, the right structure and length for the setting, and a delivery copy formatted for shaking hands. Gentle process, no interrogation, nothing invented.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"eulogy & obituary writer write a eulogy or obituary for someone you loved when you're grieving and the words won't come — a true, warm piece that sounds like them and like you. use when asked help me write a eulogy for my father, write an obituary, i have to speak at the funeral, or i don't know what to say about them. produces a 3-5 minute eulogy or an obituary drafted from your memories rather than cliches, the right structure and length for the setting, and a delivery copy formatted for shaking hands. gentle process, no interrogation, nothing invented. eulogy-and-obituary-writer uncategorised "},{"slug":"eulogy-writer","kind":"skill","name":"Eulogy writer","tagline":"Help someone write a eulogy — the hardest writing most people ever do, at the worst possible time. Use when someone must speak at a funeral or memorial and doesn't know where to start, or has fragments and no shape. Produces a 3-5 minute eulogy built from their memories in their voice, plus a delivery copy formatted for shaking hands — gentle process, no interrogation, nothing invented.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"eulogy writer help someone write a eulogy — the hardest writing most people ever do, at the worst possible time. use when someone must speak at a funeral or memorial and doesn't know where to start, or has fragments and no shape. produces a 3-5 minute eulogy built from their memories in their voice, plus a delivery copy formatted for shaking hands — gentle process, no interrogation, nothing invented. eulogy-writer uncategorised "},{"slug":"event-budget-plan","kind":"skill","name":"Event budget plan","tagline":"Build an event budget that survives the event — every cost line including the ones people forget, the contingency sized to the actual risk, and the tracking that shows overspend while it can still be stopped. Use when asked to build an event budget, cost an event, price a conference or wedding, or explain why an event went over budget. Produces the full cost breakdown, the commonly-forgotten lines, the contingency sizing, the payment and cash-flow schedule, the per-head economics, and the variance tracker.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"event budget plan build an event budget that survives the event — every cost line including the ones people forget, the contingency sized to the actual risk, and the tracking that shows overspend while it can still be stopped. use when asked to build an event budget, cost an event, price a conference or wedding, or explain why an event went over budget. produces the full cost breakdown, the commonly-forgotten lines, the contingency sizing, the payment and cash-flow schedule, the per-head economics, and the variance tracker. event-budget-plan business & ops "},{"slug":"executive-summary","kind":"skill","name":"Executive Summary Skill","tagline":"Write an executive summary for any document, report, or proposal. Use when asked to write an executive summary, management summary, briefing paper, or one-pager for senior stakeholders. Produces a structured summary that busy executives can read in under 3 minutes and act on.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"data","deptName":"Data & analytics","task":"data/tell-data-story","taskName":"Data storytelling","hay":"executive summary skill write an executive summary for any document, report, or proposal. use when asked to write an executive summary, management summary, briefing paper, or one-pager for senior stakeholders. produces a structured summary that busy executives can read in under 3 minutes and act on. executive-summary data & ai "},{"slug":"executive-update","kind":"skill","name":"Executive Update Skill","tagline":"Transform detailed product updates into concise executive briefings. Use when asked to write an executive update, leadership update, product update for the exec team, or a C-suite product briefing. Produces a structured 250-word briefing with headline, key metrics, progress, risks, decisions needed, and next steps.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"executive update skill transform detailed product updates into concise executive briefings. use when asked to write an executive update, leadership update, product update for the exec team, or a c-suite product briefing. produces a structured 250-word briefing with headline, key metrics, progress, risks, decisions needed, and next steps. executive-update business & ops "},{"slug":"experiment-designer","kind":"skill","name":"Experiment Designer Skill","tagline":"Design statistically rigorous A/B tests and interpret experiment results. Use when asked to design an experiment, run an A/B test, calculate sample size, interpret test results, or assess whether an experiment was successful. Produces a complete experiment design with hypothesis, sample size, run time, success criteria, and risk flags — or a results interpretation with ship/iterate/kill recommendation.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"experiment designer skill design statistically rigorous a/b tests and interpret experiment results. use when asked to design an experiment, run an a/b test, calculate sample size, interpret test results, or assess whether an experiment was successful. produces a complete experiment design with hypothesis, sample size, run time, success criteria, and risk flags — or a results interpretation with ship/iterate/kill recommendation. experiment-designer marketing "},{"slug":"feature-flag-guide","kind":"skill","name":"Feature Flag Guide Skill","tagline":"Write a feature flag management guide and lifecycle playbook for a service or team — covering flag taxonomy, creation checklist, rollout strategy, monitoring requirements, cleanup policy, and governance. Use when asked to document feature flag practices, create a flag rollout plan, write a feature flag policy, or guide a team on flag lifecycle management. Produces a flag lifecycle playbook, taxonomy reference, per-flag creation template, rollout decision tree, and cleanup checklist.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"feature flag guide skill write a feature flag management guide and lifecycle playbook for a service or team — covering flag taxonomy, creation checklist, rollout strategy, monitoring requirements, cleanup policy, and governance. use when asked to document feature flag practices, create a flag rollout plan, write a feature flag policy, or guide a team on flag lifecycle management. produces a flag lifecycle playbook, taxonomy reference, per-flag creation template, rollout decision tree, and cleanup checklist. feature-flag-guide business & ops "},{"slug":"feature-prioritisation","kind":"skill","name":"Feature Prioritisation Skill","tagline":"Apply prioritisation frameworks (RICE, MoSCoW, Kano, ICE, Opportunity Scoring) to rank features and backlog items. Use when asked to prioritise features, rank a backlog, decide what to build next, or evaluate tradeoffs between competing ideas. Produces a scored, ranked feature list with framework-specific tables, recommended build order, deprioritised items, and assumptions made.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"feature prioritisation skill apply prioritisation frameworks (rice, moscow, kano, ice, opportunity scoring) to rank features and backlog items. use when asked to prioritise features, rank a backlog, decide what to build next, or evaluate tradeoffs between competing ideas. produces a scored, ranked feature list with framework-specific tables, recommended build order, deprioritised items, and assumptions made. feature-prioritisation business & ops "},{"slug":"figma-annotation-guide","kind":"skill","name":"Figma Annotation Guide Skill","tagline":"Generate structured developer handoff annotations for a Figma screen or component. Use when asked to write Figma annotations, create dev handoff notes, document a Figma design for developers, or write specs for a screen. Produces a complete annotation set covering interactions, states, spacing, accessibility, and edge cases.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"figma annotation guide skill generate structured developer handoff annotations for a figma screen or component. use when asked to write figma annotations, create dev handoff notes, document a figma design for developers, or write specs for a screen. produces a complete annotation set covering interactions, states, spacing, accessibility, and edge cases. figma-annotation-guide design & ui "},{"slug":"figma-component-audit","kind":"skill","name":"Figma Component Audit Skill","tagline":"Audit a Figma component library for consistency, coverage gaps, and naming issues. Use when asked to audit components, review a design system, check component consistency, identify missing components, or assess Figma library health. Produces a structured audit report with issues prioritised by impact, naming recommendations, and a fix plan.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"figma component audit skill audit a figma component library for consistency, coverage gaps, and naming issues. use when asked to audit components, review a design system, check component consistency, identify missing components, or assess figma library health. produces a structured audit report with issues prioritised by impact, naming recommendations, and a fix plan. figma-component-audit design & ui "},{"slug":"figma-design-brief","kind":"skill","name":"Figma Design Brief Skill","tagline":"Write a structured design brief for a Figma design task from a product requirement or feature request. Use when asked to write a design brief, create a design spec for Figma, turn a PRD into design requirements, or brief a designer on what to build in Figma. Produces a brief with goals, scope, user flows, components needed, constraints, and success criteria.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"figma design brief skill write a structured design brief for a figma design task from a product requirement or feature request. use when asked to write a design brief, create a design spec for figma, turn a prd into design requirements, or brief a designer on what to build in figma. produces a brief with goals, scope, user flows, components needed, constraints, and success criteria. figma-design-brief design & ui "},{"slug":"figma-design-critique-pm","kind":"skill","name":"Figma Design Critique — PM Perspective Skill","tagline":"Runs a PM-perspective design critique focused on product outcomes and user goals, not aesthetics. Use when asked for a PM design critique, a product review of a Figma design, or feedback from a product perspective without needing to be a designer. Produces structured outcome-based feedback tied to user goals, business metrics, and requirement coverage.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"design","deptName":"Design","task":"design/critique-design","taskName":"Design critique","hay":"figma design critique — pm perspective skill runs a pm-perspective design critique focused on product outcomes and user goals, not aesthetics. use when asked for a pm design critique, a product review of a figma design, or feedback from a product perspective without needing to be a designer. produces structured outcome-based feedback tied to user goals, business metrics, and requirement coverage. figma-design-critique-pm design & ui "},{"slug":"figma-design-qa","kind":"skill","name":"Figma Design QA Skill","tagline":"Runs a pre-handoff QA checklist on a Figma design before it goes to engineering. Use when asked to QA a Figma design, do a pre-handoff check, or validate a Figma file is ready to build. Produces a structured QA report covering file hygiene, component usage, accessibility, and handoff readiness with explicit pass/fail status per item. Optimised for Opus 4.7 and newer models.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"figma design qa skill runs a pre-handoff qa checklist on a figma design before it goes to engineering. use when asked to qa a figma design, do a pre-handoff check, or validate a figma file is ready to build. produces a structured qa report covering file hygiene, component usage, accessibility, and handoff readiness with explicit pass/fail status per item. optimised for opus 4.7 and newer models. figma-design-qa design & ui "},{"slug":"figma-design-review","kind":"skill","name":"Figma Design Review Skill","tagline":"Runs a structured PM design review against product requirements. Use when asked to review a Figma design, check a design against requirements, or assess whether a design meets the product spec. Produces a requirements coverage check, UX concerns, open questions, and an explicit approval status — approved, approved with conditions, or not approved.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"design","deptName":"Design","task":"design/critique-design","taskName":"Design critique","hay":"figma design review skill runs a structured pm design review against product requirements. use when asked to review a figma design, check a design against requirements, or assess whether a design meets the product spec. produces a requirements coverage check, ux concerns, open questions, and an explicit approval status — approved, approved with conditions, or not approved. figma-design-review design & ui "},{"slug":"figma-prototype-plan","kind":"skill","name":"Figma Prototype Plan Skill","tagline":"Plan prototype interactions and flows for user testing in Figma. Use when asked to plan a Figma prototype, set up prototype interactions, define what to prototype for a user test, or prepare a Figma prototype for usability testing. Produces a prototype scope, interaction specification, test task scripts, and Figma setup guide.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"design","deptName":"Design","task":"design/map-flow","taskName":"User flows","hay":"figma prototype plan skill plan prototype interactions and flows for user testing in figma. use when asked to plan a figma prototype, set up prototype interactions, define what to prototype for a user test, or prepare a figma prototype for usability testing. produces a prototype scope, interaction specification, test task scripts, and figma setup guide. figma-prototype-plan design & ui "},{"slug":"figma-spacing-system","kind":"skill","name":"Figma Spacing System Skill","tagline":"Design a spacing and layout token system for a Figma design system. Use when asked to create a spacing system, define layout tokens, set up a grid system, build a spacing scale, or establish layout foundations for a Figma file. Produces a complete spacing scale, grid definition, component spacing conventions, and Figma implementation guide.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"figma spacing system skill design a spacing and layout token system for a figma design system. use when asked to create a spacing system, define layout tokens, set up a grid system, build a spacing scale, or establish layout foundations for a figma file. produces a complete spacing scale, grid definition, component spacing conventions, and figma implementation guide. figma-spacing-system design & ui "},{"slug":"figma-user-flow-planner","kind":"skill","name":"Figma User Flow Planner Skill","tagline":"Plan user flows and screen states for a Figma design before any designing starts. Use when asked to plan a user flow, map out screens for a feature, define screen states, plan a Figma file structure, or work out what needs to be designed before opening Figma. Produces a complete flow map with all screens, states, entry/exit points, and a suggested Figma page structure.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"figma user flow planner skill plan user flows and screen states for a figma design before any designing starts. use when asked to plan a user flow, map out screens for a feature, define screen states, plan a figma file structure, or work out what needs to be designed before opening figma. produces a complete flow map with all screens, states, entry/exit points, and a suggested figma page structure. figma-user-flow-planner design & ui "},{"slug":"figma-variant-matrix","kind":"skill","name":"Figma Variant Matrix Skill","tagline":"Define component variants and states systematically for Figma. Use when asked to plan component variants, define states for a component, set up a Figma variant matrix, or work out what properties a component needs before building it. Produces a complete variant matrix with all properties, values, and combinations needed.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"figma variant matrix skill define component variants and states systematically for figma. use when asked to plan component variants, define states for a component, set up a figma variant matrix, or work out what properties a component needs before building it. produces a complete variant matrix with all properties, values, and combinations needed. figma-variant-matrix design & ui "},{"slug":"financial-due-diligence","kind":"skill","name":"Financial Due Diligence Skill","tagline":"Generate a financial due diligence checklist and analysis framework for any investment, acquisition, or partnership. Use when asked for a due diligence checklist, M&A financial review, investment analysis framework, or vendor financial assessment. Produces a document request list, key analytical questions, red flags checklist, and a summarised financial health assessment.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"operations","deptName":"Operations","task":"operations/document-process","taskName":"Process docs","hay":"financial due diligence skill generate a financial due diligence checklist and analysis framework for any investment, acquisition, or partnership. use when asked for a due diligence checklist, m&a financial review, investment analysis framework, or vendor financial assessment. produces a document request list, key analytical questions, red flags checklist, and a summarised financial health assessment. financial-due-diligence business & ops "},{"slug":"financial-model-narrative","kind":"skill","name":"Financial Model Narrative Skill","tagline":"Turn financial model outputs into a clear written narrative. Use when asked to write a financial narrative, explain a financial model, summarise a P&L, or translate spreadsheet numbers into a board-ready story. Produces an executive narrative with key insights, drivers, and forward-looking commentary.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"financial model narrative skill turn financial model outputs into a clear written narrative. use when asked to write a financial narrative, explain a financial model, summarise a p&l, or translate spreadsheet numbers into a board-ready story. produces an executive narrative with key insights, drivers, and forward-looking commentary. financial-model-narrative creator "},{"slug":"freight-rate-quote","kind":"skill","name":"Freight rate quote","tagline":"Build a freight rate that covers the cost of actually running the load — the per-mile economics, the deadhead and detention nobody prices, and the accessorials that decide whether the lane is profitable. Use when asked to quote a freight rate, price a lane, work out cost per mile, decide whether to accept a load, or explain why a lane is losing money. Produces the fully-loaded cost per mile, the lane economics including empty miles, the accessorial schedule, the break-even and target rate, and the accept-or-decline recommendation.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"freight rate quote build a freight rate that covers the cost of actually running the load — the per-mile economics, the deadhead and detention nobody prices, and the accessorials that decide whether the lane is profitable. use when asked to quote a freight rate, price a lane, work out cost per mile, decide whether to accept a load, or explain why a lane is losing money. produces the fully-loaded cost per mile, the lane economics including empty miles, the accessorial schedule, the break-even and target rate, and the accept-or-decline recommendation. freight-rate-quote sales & ecommerce "},{"slug":"go-to-market-planner","kind":"skill","name":"Go-to-Market Planner Skill","tagline":"Build a go-to-market plan for any product launch, feature release, or new market entry. Use when planning a product launch, writing a GTM strategy, defining launch tiers, or coordinating cross-functional launch activities. Produces a tiered GTM plan with messaging, cross-functional activity tracker, success metrics, and launch day checklist. For positioning and messaging content itself use go-to-market instead.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"go-to-market planner skill build a go-to-market plan for any product launch, feature release, or new market entry. use when planning a product launch, writing a gtm strategy, defining launch tiers, or coordinating cross-functional launch activities. produces a tiered gtm plan with messaging, cross-functional activity tracker, success metrics, and launch day checklist. for positioning and messaging content itself use go-to-market instead. go-to-market-planner business & ops "},{"slug":"go-to-market","kind":"skill","name":"Go-To-Market Skill","tagline":"Create go-to-market assets for any product or feature. Use when asked for a GTM plan, positioning statement, product launch plan, messaging pillars, use cases, or feature/benefit list. Produces a full GTM pack: positioning statement, messaging pillars, feature-to-benefit mapping, and role-specific use cases. For a tiered launch plan with cross-functional coordination use go-to-market-planner instead.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"go-to-market skill create go-to-market assets for any product or feature. use when asked for a gtm plan, positioning statement, product launch plan, messaging pillars, use cases, or feature/benefit list. produces a full gtm pack: positioning statement, messaging pillars, feature-to-benefit mapping, and role-specific use cases. for a tiered launch plan with cross-functional coordination use go-to-market-planner instead. go-to-market business & ops "},{"slug":"grant-proposal","kind":"skill","name":"Grant Proposal Skill","tagline":"Write a structured grant proposal or funding application for any grant type. Use when asked to write a grant proposal, funding application, research grant, charitable grant, or innovation fund application. Produces a complete proposal with project summary, rationale, methodology, impact, and budget narrative.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"grant proposal skill write a structured grant proposal or funding application for any grant type. use when asked to write a grant proposal, funding application, research grant, charitable grant, or innovation fund application. produces a complete proposal with project summary, rationale, methodology, impact, and budget narrative. grant-proposal science "},{"slug":"hiring-rubric","kind":"skill","name":"Hiring Rubric Skill","tagline":"Generate a structured interview scorecard and interview guide for any role. Use when asked to create a hiring rubric, interview scorecard, structured interview guide, or assessment criteria for a job. Produces a scorecard with competencies, behavioural questions, and scoring guidance.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"hiring rubric skill generate a structured interview scorecard and interview guide for any role. use when asked to create a hiring rubric, interview scorecard, structured interview guide, or assessment criteria for a job. produces a scorecard with competencies, behavioural questions, and scoring guidance. hiring-rubric business & ops "},{"slug":"incident-postmortem","kind":"skill","name":"Incident Postmortem Skill","tagline":"Write a structured incident postmortem or post-incident review. Use when asked to write a postmortem, incident report, P1/P2 review, outage report, or RCA (root cause analysis). Produces a blameless postmortem with timeline, root cause, contributing factors, impact summary, and action items.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"incident postmortem skill write a structured incident postmortem or post-incident review. use when asked to write a postmortem, incident report, p1/p2 review, outage report, or rca (root cause analysis). produces a blameless postmortem with timeline, root cause, contributing factors, impact summary, and action items. incident-postmortem coding "},{"slug":"influencer-brief","kind":"skill","name":"Influencer Brief Skill","tagline":"Create a structured brief for an influencer or creator partnership campaign. Use when asked to brief an influencer, plan a creator collaboration, set up a paid partnership, or define deliverables for a sponsored content campaign. Produces a complete campaign brief with objectives, deliverables, creative guidelines, approval process, and performance metrics.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"marketing","deptName":"Marketing","task":"marketing/partner-influencer","taskName":"Partners & influencers","hay":"influencer brief skill create a structured brief for an influencer or creator partnership campaign. use when asked to brief an influencer, plan a creator collaboration, set up a paid partnership, or define deliverables for a sponsored content campaign. produces a complete campaign brief with objectives, deliverables, creative guidelines, approval process, and performance metrics. influencer-brief marketing "},{"slug":"infra-as-code-review","kind":"skill","name":"Infrastructure-as-Code Review","tagline":"Write an infrastructure-as-code review checklist and conduct a structured review of Terraform, CloudFormation, Pulumi, or Ansible code. Use when asked to review IaC code, audit infrastructure configurations, check cloud security posture, or produce a reusable IaC review checklist. Produces a structured review report with severity-categorized findings, remediation guidance, and a reusable checklist.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"infrastructure-as-code review write an infrastructure-as-code review checklist and conduct a structured review of terraform, cloudformation, pulumi, or ansible code. use when asked to review iac code, audit infrastructure configurations, check cloud security posture, or produce a reusable iac review checklist. produces a structured review report with severity-categorized findings, remediation guidance, and a reusable checklist. infra-as-code-review infrastructure & ops "},{"slug":"instagram-post-downloader","kind":"skill","name":"Instagram Post Downloader Skill","tagline":"Download and save Instagram posts as high-resolution files. Use when asked to download, save, or archive an Instagram post, reel thumbnail, or carousel. Produces saved high-res images in a named folder, with carousel slides stitched into a single PDF; supports batch downloading of multiple URLs at once.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"instagram post downloader skill download and save instagram posts as high-resolution files. use when asked to download, save, or archive an instagram post, reel thumbnail, or carousel. produces saved high-res images in a named folder, with carousel slides stitched into a single pdf; supports batch downloading of multiple urls at once. instagram-post-downloader marketing "},{"slug":"investor-pitch-deck","kind":"skill","name":"Investor Pitch Deck Skill","tagline":"Build the narrative and slide structure for an investor pitch deck. Use when asked to create a pitch deck, investor presentation, fundraising deck, or startup pitch. Produces a slide-by-slide structure with narrative beats, key messages, and what each slide must prove to an investor.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"investor pitch deck skill build the narrative and slide structure for an investor pitch deck. use when asked to create a pitch deck, investor presentation, fundraising deck, or startup pitch. produces a slide-by-slide structure with narrative beats, key messages, and what each slide must prove to an investor. investor-pitch-deck design & ui "},{"slug":"investor-update","kind":"skill","name":"Investor Update Skill","tagline":"Write a structured monthly or quarterly investor update. Use when asked to write an investor update, investor newsletter, board update, or startup progress report for investors. Produces a clear, credible update with highlights, metrics, challenges, and asks — in the format investors actually want to read.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"investor update skill write a structured monthly or quarterly investor update. use when asked to write an investor update, investor newsletter, board update, or startup progress report for investors. produces a clear, credible update with highlights, metrics, challenges, and asks — in the format investors actually want to read. investor-update business & ops "},{"slug":"job-application","kind":"skill","name":"Job Application Skill","tagline":"Tailors a CV and cover letter to a specific job description. Use when asked to write a cover letter, tailor a CV or resume, optimise for ATS, match a job description, or prepare a job application. Produces an ATS-optimised tailored CV summary and a personalised cover letter aligned to the role's requirements.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"job application skill tailors a cv and cover letter to a specific job description. use when asked to write a cover letter, tailor a cv or resume, optimise for ats, match a job description, or prepare a job application. produces an ats-optimised tailored cv summary and a personalised cover letter aligned to the role's requirements. job-application business & ops "},{"slug":"job-description-writer","kind":"skill","name":"Job Description Writer Skill","tagline":"Write a clear, inclusive, and structured job description for any role. Use when asked to write a job description, job posting, JD, or job advert. Produces a complete JD with role summary, responsibilities, requirements, and inclusive language review.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"people","deptName":"People & hiring","task":"people/hire","taskName":"Hiring","hay":"job description writer skill write a clear, inclusive, and structured job description for any role. use when asked to write a job description, job posting, jd, or job advert. produces a complete jd with role summary, responsibilities, requirements, and inclusive language review. job-description-writer business & ops "},{"slug":"job-story-mapper","kind":"skill","name":"Job Story Mapper Skill","tagline":"Write Jobs-to-be-Done (JTBD) job stories and map customer jobs across functional, social, and emotional dimensions. Use when defining user needs, writing job stories, conducting JTBD research, or reframing features around customer outcomes. Produces a job story map with opportunity scoring, pain intensity ratings, and product opportunity analysis.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"job story mapper skill write jobs-to-be-done (jtbd) job stories and map customer jobs across functional, social, and emotional dimensions. use when defining user needs, writing job stories, conducting jtbd research, or reframing features around customer outcomes. produces a job story map with opportunity scoring, pain intensity ratings, and product opportunity analysis. job-story-mapper business & ops "},{"slug":"jury-duty-guide","kind":"skill","name":"Jury duty guide","tagline":"Understand a jury-duty summons and handle it right — what's required, whether you can defer or be excused, and what to expect on the day. Use when asked what do I do about jury duty, can I get out of jury duty, jury summons help, or how does jury service work. Produces a plain-English read of the summons and obligations, the legitimate deferral/excusal/hardship options and how to request them, what to expect at selection and service, practical prep (work, pay, logistics), and a clear warning that ignoring a summons has consequences. Not legal advice.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"jury duty guide understand a jury-duty summons and handle it right — what's required, whether you can defer or be excused, and what to expect on the day. use when asked what do i do about jury duty, can i get out of jury duty, jury summons help, or how does jury service work. produces a plain-english read of the summons and obligations, the legitimate deferral/excusal/hardship options and how to request them, what to expect at selection and service, practical prep (work, pay, logistics), and a clear warning that ignoring a summons has consequences. not legal advice. jury-duty-guide uncategorised "},{"slug":"last-30-days-research","kind":"skill","name":"Last 30 days research","tagline":"Searches Reddit, X/Twitter, and the broader web for recent opinions, sentiment, and signal on any topic. Use when you need to know what real people are saying about a tool, product, trend, or event in the past 30 days — cutting through SEO content to surface genuine community reaction. Produces a structured report with consensus findings, pain points, positive signals, contrarian takes, source links, and a signal confidence rating.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"last 30 days research searches reddit, x/twitter, and the broader web for recent opinions, sentiment, and signal on any topic. use when you need to know what real people are saying about a tool, product, trend, or event in the past 30 days — cutting through seo content to surface genuine community reaction. produces a structured report with consensus findings, pain points, positive signals, contrarian takes, source links, and a signal confidence rating. last-30-days-research uncategorised "},{"slug":"launch-readiness","kind":"skill","name":"Launch Readiness Skill","tagline":"Assesses pre-launch readiness across every function and produces an explicit Go / Conditional Go / No-Go recommendation. Use when preparing for any product or feature launch, running a pre-launch review, or determining whether a release is safe to ship. Produces a function-by-function readiness status, a ranked blockers list with owners and deadlines, a risk register, and a clearly reasoned launch recommendation.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"launch readiness skill assesses pre-launch readiness across every function and produces an explicit go / conditional go / no-go recommendation. use when preparing for any product or feature launch, running a pre-launch review, or determining whether a release is safe to ship. produces a function-by-function readiness status, a ranked blockers list with owners and deadlines, a risk register, and a clearly reasoned launch recommendation. launch-readiness business & ops "},{"slug":"legal-brief","kind":"skill","name":"Legal Brief Skill","tagline":"Draft a structured legal brief, case summary, or legal argument outline. Use when asked to write a legal brief, case note, legal memo, argument outline, or position paper. Produces a structured document using IRAC format (Issue, Rule, Application, Conclusion).","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"legal brief skill draft a structured legal brief, case summary, or legal argument outline. use when asked to write a legal brief, case note, legal memo, argument outline, or position paper. produces a structured document using irac format (issue, rule, application, conclusion). legal-brief business & ops "},{"slug":"literature-review-2","kind":"skill","name":"Literature Review Skill","tagline":"Structure and write a literature review for any research topic. Use when asked to write a literature review, systematic review summary, narrative review, or research background section. Produces a structured review with thematic organisation, critical analysis, and gap identification.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"literature review skill structure and write a literature review for any research topic. use when asked to write a literature review, systematic review summary, narrative review, or research background section. produces a structured review with thematic organisation, critical analysis, and gap identification. literature-review-2 science "},{"slug":"media-pitch","kind":"skill","name":"Media Pitch Skill","tagline":"Write a media pitch or press outreach email for any story or announcement. Use when asked to write a media pitch, journalist outreach email, press pitch, or story angle for PR. Produces a concise pitch with a compelling news angle, journalist-specific hook, and clear call to action.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"marketing","deptName":"Marketing","task":"marketing/run-pr","taskName":"PR & reputation","hay":"media pitch skill write a media pitch or press outreach email for any story or announcement. use when asked to write a media pitch, journalist outreach email, press pitch, or story angle for pr. produces a concise pitch with a compelling news angle, journalist-specific hook, and clear call to action. media-pitch marketing "},{"slug":"medication-therapy-review","kind":"skill","name":"Medication therapy review","tagline":"Structure a pharmacist's medication therapy review so it finds the problems worth escalating and documents them in a form a prescriber will act on. Use when asked to conduct a medication review, run an MTM or MUR, deprescribing review, or polypharmacy assessment, or to prepare a review for a patient on many medicines. Produces the medication list reconciled, the drug-therapy-problem list classified and prioritised, the patient-goal alignment, the prescriber recommendations with rationale, and the follow-up plan. A documentation and reasoning framework for a licensed pharmacist; it makes no clinical determination and recommends no specific drug or dose.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"medication therapy review structure a pharmacist's medication therapy review so it finds the problems worth escalating and documents them in a form a prescriber will act on. use when asked to conduct a medication review, run an mtm or mur, deprescribing review, or polypharmacy assessment, or to prepare a review for a patient on many medicines. produces the medication list reconciled, the drug-therapy-problem list classified and prioritised, the patient-goal alignment, the prescriber recommendations with rationale, and the follow-up plan. a documentation and reasoning framework for a licensed pharmacist; it makes no clinical determination and recommends no specific drug or dose. medication-therapy-review business & ops "},{"slug":"meeting-notes","kind":"skill","name":"Meeting Notes Skill","tagline":"Structure and format meeting notes following PM best practices. Use when asked to create meeting notes, format discussion notes, capture action items, or document decisions from any meeting type. Produces structured notes with decisions, action items (owner + deadline), open questions, and next steps.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"operations","deptName":"Operations","task":"operations/run-project","taskName":"Project management","hay":"meeting notes skill structure and format meeting notes following pm best practices. use when asked to create meeting notes, format discussion notes, capture action items, or document decisions from any meeting type. produces structured notes with decisions, action items (owner + deadline), open questions, and next steps. meeting-notes business & ops "},{"slug":"metrics-framework","kind":"skill","name":"Metrics Framework Skill","tagline":"Build a metrics framework for any product, team, or business. Use when asked for a metrics tree, KPI framework, North Star metric, AARRR funnel, HEART framework, or OKR metrics. Produces a structured metrics hierarchy from North Star down to leading indicators, with measurement guidance.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"metrics framework skill build a metrics framework for any product, team, or business. use when asked for a metrics tree, kpi framework, north star metric, aarrr funnel, heart framework, or okr metrics. produces a structured metrics hierarchy from north star down to leading indicators, with measurement guidance. metrics-framework business & ops "},{"slug":"microservices-decomposition","kind":"skill","name":"Microservices Decomposition: [System Name]","tagline":"Design a microservices decomposition for a monolith or new system, defining service boundaries, ownership, communication patterns, and migration plan. Use when asked to decompose a monolith, define service boundaries, design a microservices architecture, or plan a strangler-fig migration. Produces a bounded context map, service inventory table, communication pattern decisions, data ownership matrix, migration roadmap, and risk register.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"microservices decomposition: [system name] design a microservices decomposition for a monolith or new system, defining service boundaries, ownership, communication patterns, and migration plan. use when asked to decompose a monolith, define service boundaries, design a microservices architecture, or plan a strangler-fig migration. produces a bounded context map, service inventory table, communication pattern decisions, data ownership matrix, migration roadmap, and risk register. microservices-decomposition coding "},{"slug":"monitoring-setup-guide","kind":"skill","name":"Monitoring Setup Guide Skill","tagline":"Write a monitoring setup guide for a service — defining what to measure, how to alert on it, and how to build the observability stack covering the four golden signals, business metrics, log strategy, distributed tracing, alerting rules, dashboard layout, and observability debt. Use when asked to set up monitoring for a service, define alerting strategy, write an observability plan, create a dashboard specification, or document logging standards for a team. Produces a metric definitions table, alert rules specification, dashboard layout wireframe, log schema, tracing setup checklist, and monitoring gap analysis.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"monitoring setup guide skill write a monitoring setup guide for a service — defining what to measure, how to alert on it, and how to build the observability stack covering the four golden signals, business metrics, log strategy, distributed tracing, alerting rules, dashboard layout, and observability debt. use when asked to set up monitoring for a service, define alerting strategy, write an observability plan, create a dashboard specification, or document logging standards for a team. produces a metric definitions table, alert rules specification, dashboard layout wireframe, log schema, tracing setup checklist, and monitoring gap analysis. monitoring-setup-guide coding "},{"slug":"morning-intelligence","kind":"skill","name":"Morning Intelligence Skill","tagline":"Interviews you across 15 questions to capture your role, topics, sources, exclusions, and format preferences, then writes a master prompt you can paste into a scheduled task or Claude Code Routine. Use when you want to set up a personalised daily news brief, build a reusable morning news prompt, or create an automated intelligence briefing. Produces a confirmed summary of your preferences, a ready-to-paste master prompt, and setup instructions for both Cowork Scheduled Tasks and Claude Code Routines.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"morning intelligence skill interviews you across 15 questions to capture your role, topics, sources, exclusions, and format preferences, then writes a master prompt you can paste into a scheduled task or claude code routine. use when you want to set up a personalised daily news brief, build a reusable morning news prompt, or create an automated intelligence briefing. produces a confirmed summary of your preferences, a ready-to-paste master prompt, and setup instructions for both cowork scheduled tasks and claude code routines. morning-intelligence uncategorised "},{"slug":"multi-source-signal-synthesiser","kind":"skill","name":"Multi-Source Signal Synthesiser Skill","tagline":"Synthesises user signals from multiple research sources into a unified, weighted insight brief. Use when you have data from interviews, support tickets, NPS verbatims, app reviews, or sales calls and need to reconcile contradictions, surface the underlying need behind requests, or answer 'what are users really telling us'. Produces ranked insights with confidence ratings, source weighting rationale, divergent signal analysis by user segment, and a research gap identification section.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"multi-source signal synthesiser skill synthesises user signals from multiple research sources into a unified, weighted insight brief. use when you have data from interviews, support tickets, nps verbatims, app reviews, or sales calls and need to reconcile contradictions, surface the underlying need behind requests, or answer 'what are users really telling us'. produces ranked insights with confidence ratings, source weighting rationale, divergent signal analysis by user segment, and a research gap identification section. multi-source-signal-synthesiser uncategorised "},{"slug":"nda-analyser","kind":"skill","name":"NDA Analyser Skill","tagline":"Analyses a Non-Disclosure Agreement clause by clause and flags unusual terms, one-sided provisions, and negotiation points. Use when reviewing an NDA, mutual NDA, confidentiality agreement, or non-disclosure deed before signing or countering. Produces a plain English verdict, clause-by-clause risk analysis, and a prioritised negotiation checklist — always with a disclaimer that qualified legal advice is required before signing.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"legal","deptName":"Legal & compliance","task":"legal/draft-contract","taskName":"Contracts","hay":"nda analyser skill analyses a non-disclosure agreement clause by clause and flags unusual terms, one-sided provisions, and negotiation points. use when reviewing an nda, mutual nda, confidentiality agreement, or non-disclosure deed before signing or countering. produces a plain english verdict, clause-by-clause risk analysis, and a prioritised negotiation checklist — always with a disclaimer that qualified legal advice is required before signing. nda-analyser business & ops "},{"slug":"new-manager-first-90-days","kind":"skill","name":"New Manager: First 90 Days","tagline":"Plan your first 90 days as a new manager — build trust, learn before changing, and avoid the classic first-time-manager mistakes. Use when asked to help me as a new manager, I just became a manager, first-time manager advice, or my first 90 days managing a team. Produces a phased 90-day plan (listen and learn, then set direction, then adjust), how to run your first 1:1s, the mindset shift from doer to enabler, common traps to avoid (doing it all yourself, changing too fast, avoiding hard conversations), and early wins that build credibility.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"new manager: first 90 days plan your first 90 days as a new manager — build trust, learn before changing, and avoid the classic first-time-manager mistakes. use when asked to help me as a new manager, i just became a manager, first-time manager advice, or my first 90 days managing a team. produces a phased 90-day plan (listen and learn, then set direction, then adjust), how to run your first 1:1s, the mindset shift from doer to enabler, common traps to avoid (doing it all yourself, changing too fast, avoiding hard conversations), and early wins that build credibility. new-manager-first-90-days business & ops "},{"slug":"notebooklm-connector","kind":"skill","name":"Notebooklm connector","tagline":"Automates NotebookLM from Claude Code using browser automation via the Claude Chrome extension — creating notebooks, adding sources, and triggering outputs without manual clicking. Use when you want to create a NotebookLM notebook, add URLs or documents as sources, or generate mindmaps, audio overviews, or briefing docs programmatically. Produces a confirmed checklist of completed actions and a direct link to the notebook.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"notebooklm connector automates notebooklm from claude code using browser automation via the claude chrome extension — creating notebooks, adding sources, and triggering outputs without manual clicking. use when you want to create a notebooklm notebook, add urls or documents as sources, or generate mindmaps, audio overviews, or briefing docs programmatically. produces a confirmed checklist of completed actions and a direct link to the notebook. notebooklm-connector uncategorised "},{"slug":"notes-humanizer","kind":"skill","name":"Notes humanizer","tagline":"Strips AI writing patterns from text and rewrites it to sound genuinely human — removing the statistical defaults, then adding earned voice calibrated to genre (opinion pieces get a person's voice; docs and summaries stay neutral) without ever faking humanity. Use when a draft reads as AI-generated, over-polished, or rhythmically uniform — including blog posts, emails, LinkedIn posts, or any prose that needs to sound like a real person wrote it. Produces a pattern audit, side-by-side comparison, itemised change log, and clean rewritten output ready to paste.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"notes humanizer strips ai writing patterns from text and rewrites it to sound genuinely human — removing the statistical defaults, then adding earned voice calibrated to genre (opinion pieces get a person's voice; docs and summaries stay neutral) without ever faking humanity. use when a draft reads as ai-generated, over-polished, or rhythmically uniform — including blog posts, emails, linkedin posts, or any prose that needs to sound like a real person wrote it. produces a pattern audit, side-by-side comparison, itemised change log, and clean rewritten output ready to paste. notes-humanizer creator "},{"slug":"offsite-planner","kind":"skill","name":"Offsite Planner Skill","tagline":"Plan a team offsite that earns its cost — the purpose split (connection vs. decisions vs. planning, weighted on purpose), the agenda that alternates work and air, the logistics runbook, and the follow-through that makes Monday different from before. Use when asked plan our team offsite, design two days for the team, make this offsite not a waste, or what do we actually do at the offsite. Produces the purpose weighting, the day designs, the logistics checklist, and the commitments-capture that survives re-entry.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"operations","deptName":"Operations","task":"operations/document-process","taskName":"Process docs","hay":"offsite planner skill plan a team offsite that earns its cost — the purpose split (connection vs. decisions vs. planning, weighted on purpose), the agenda that alternates work and air, the logistics runbook, and the follow-through that makes monday different from before. use when asked plan our team offsite, design two days for the team, make this offsite not a waste, or what do we actually do at the offsite. produces the purpose weighting, the day designs, the logistics checklist, and the commitments-capture that survives re-entry. offsite-planner business & ops "},{"slug":"okr-builder","kind":"skill","name":"OKR Builder Skill","tagline":"Create well-structured OKRs (Objectives and Key Results) for product teams, startups, and individuals. Use when asked to write OKRs, set quarterly goals, define key results, or review existing OKRs. Produces a complete OKR set with objectives, measurable key results, baselines, and a scoring guide.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"okr builder skill create well-structured okrs (objectives and key results) for product teams, startups, and individuals. use when asked to write okrs, set quarterly goals, define key results, or review existing okrs. produces a complete okr set with objectives, measurable key results, baselines, and a scoring guide. okr-builder business & ops "},{"slug":"oncall-runbook","kind":"skill","name":"On-Call Runbook Skill","tagline":"Write an on-call runbook for a service — covering alert definitions, escalation paths, common incident responses, and on-call handoff procedures. Use when asked to write an on-call guide, create alert runbooks, document escalation procedures, or prepare an on-call handoff document. Produces a structured on-call runbook with per-alert response procedures, escalation matrix, diagnostic commands, and handoff template.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"operations","deptName":"Operations","task":"operations/document-process","taskName":"Process docs","hay":"on-call runbook skill write an on-call runbook for a service — covering alert definitions, escalation paths, common incident responses, and on-call handoff procedures. use when asked to write an on-call guide, create alert runbooks, document escalation procedures, or prepare an on-call handoff document. produces a structured on-call runbook with per-alert response procedures, escalation matrix, diagnostic commands, and handoff template. oncall-runbook business & ops "},{"slug":"onboarding-plan","kind":"skill","name":"Onboarding Plan Skill","tagline":"Create a structured 30/60/90-day onboarding plan for any new hire. Use when asked to write an onboarding plan, new hire plan, 30-60-90 day plan, or first 90 days roadmap. Produces a week-by-week plan with milestones, meetings, learning goals, and success criteria.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"onboarding plan skill create a structured 30/60/90-day onboarding plan for any new hire. use when asked to write an onboarding plan, new hire plan, 30-60-90 day plan, or first 90 days roadmap. produces a week-by-week plan with milestones, meetings, learning goals, and success criteria. onboarding-plan business & ops "},{"slug":"partnership-proposal","kind":"skill","name":"Partnership Proposal Skill","tagline":"Write a B2B partnership proposal or business case. Use when asked to write a partnership proposal, draft a partnership brief, structure a co-marketing proposal, or create a business case for a strategic partnership. Produces a structured proposal with value proposition, partnership model, commercial terms, and mutual commitments.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"marketing","deptName":"Marketing","task":"marketing/partner-influencer","taskName":"Partners & influencers","hay":"partnership proposal skill write a b2b partnership proposal or business case. use when asked to write a partnership proposal, draft a partnership brief, structure a co-marketing proposal, or create a business case for a strategic partnership. produces a structured proposal with value proposition, partnership model, commercial terms, and mutual commitments. partnership-proposal marketing "},{"slug":"patient-communication","kind":"skill","name":"Patient Communication Skill","tagline":"Write clear, plain-English patient communications for any healthcare context. Use when asked to write a patient letter, patient information leaflet, appointment letter, test-results letter, discharge summary for patients, or health education content. Produces an accessible patient communication at an appropriate reading level with clear next steps.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"patient communication skill write clear, plain-english patient communications for any healthcare context. use when asked to write a patient letter, patient information leaflet, appointment letter, test-results letter, discharge summary for patients, or health education content. produces an accessible patient communication at an appropriate reading level with clear next steps. patient-communication uncategorised "},{"slug":"performance-budget","kind":"skill","name":"Performance Budget Skill","tagline":"Define and document performance budgets for a web service or application. Use when asked to set performance targets, define SLOs for latency or throughput, establish Core Web Vitals targets, create a performance baseline, or document performance regression policy. Produces a structured performance budget covering key user journeys, Core Web Vitals, backend latency SLOs, measurement tooling, CI enforcement, and breach response process.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"performance budget skill define and document performance budgets for a web service or application. use when asked to set performance targets, define slos for latency or throughput, establish core web vitals targets, create a performance baseline, or document performance regression policy. produces a structured performance budget covering key user journeys, core web vitals, backend latency slos, measurement tooling, ci enforcement, and breach response process. performance-budget coding "},{"slug":"performance-review","kind":"skill","name":"Performance Review Skill","tagline":"Write structured, balanced performance reviews from bullet-point inputs. Use when asked to write a performance review, self-assessment, peer review, 360 feedback, or manager evaluation. Produces a complete, fair, professionally written review covering achievements, areas for growth, and development goals.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"performance review skill write structured, balanced performance reviews from bullet-point inputs. use when asked to write a performance review, self-assessment, peer review, 360 feedback, or manager evaluation. produces a complete, fair, professionally written review covering achievements, areas for growth, and development goals. performance-review coding "},{"slug":"pm-weekly-review","kind":"skill","name":"PM Weekly Review Skill","tagline":"Structure a PM's weekly review and planning session. Use when doing a weekly PM review, writing a weekly update, preparing for Monday planning, or reviewing sprint health. Produces a shareable weekly update covering metrics movement, shipping progress, blockers, insights, and next week's top 3 priorities.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"pm weekly review skill structure a pm's weekly review and planning session. use when doing a weekly pm review, writing a weekly update, preparing for monday planning, or reviewing sprint health. produces a shareable weekly update covering metrics movement, shipping progress, blockers, insights, and next week's top 3 priorities. pm-weekly-review business & ops "},{"slug":"pptx-slide-auditor","kind":"skill","name":"PPTX Slide Auditor Skill","tagline":"Audit a PowerPoint presentation for layout issues, text overflow, visual hierarchy problems, and consistency gaps. Use when asked to review a slide deck, check a presentation before a meeting, audit slides for layout problems, or QA a deck before sharing. Produces a slide-by-slide report with issues ranked by severity and specific fixes. Best used with Claude Opus 4.7 or newer for reliable slide-level vision analysis.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"pptx slide auditor skill audit a powerpoint presentation for layout issues, text overflow, visual hierarchy problems, and consistency gaps. use when asked to review a slide deck, check a presentation before a meeting, audit slides for layout problems, or qa a deck before sharing. produces a slide-by-slide report with issues ranked by severity and specific fixes. best used with claude opus 4.7 or newer for reliable slide-level vision analysis. pptx-slide-auditor design & ui "},{"slug":"pr-description-writer","kind":"skill","name":"PR Description Writer Skill","tagline":"Write a clear, structured pull request description from a git diff, branch summary, or commit list. Use when asked to write a PR description, draft a pull request, or document code changes. Produces a description with summary, motivation, changes made, testing steps, and reviewer guidance.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"pr description writer skill write a clear, structured pull request description from a git diff, branch summary, or commit list. use when asked to write a pr description, draft a pull request, or document code changes. produces a description with summary, motivation, changes made, testing steps, and reviewer guidance. pr-description-writer coding "},{"slug":"prd-template","kind":"skill","name":"PRD Template Skill","tagline":"Create a Product Requirements Document following proven PM template structure. Use when asked to write a PRD, product spec, feature specification, or requirements document for a new feature or product. Produces a complete PRD with problem statement, user stories, functional requirements, technical considerations, and success metrics.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"prd template skill create a product requirements document following proven pm template structure. use when asked to write a prd, product spec, feature specification, or requirements document for a new feature or product. produces a complete prd with problem statement, user stories, functional requirements, technical considerations, and success metrics. prd-template business & ops "},{"slug":"press-release","kind":"skill","name":"Press Release Skill","tagline":"Write a professional press release for any announcement. Use when asked to write a press release, media announcement, news release, or press statement. Produces a structured press release with headline, dateline, body, boilerplate, and media contact — ready to send to journalists.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"press release skill write a professional press release for any announcement. use when asked to write a press release, media announcement, news release, or press statement. produces a structured press release with headline, dateline, body, boilerplate, and media contact — ready to send to journalists. press-release marketing "},{"slug":"pricing-strategy","kind":"skill","name":"Pricing Strategy Skill","tagline":"Structure pricing strategy decisions, packaging options, and tier design for SaaS and digital products. Use when reviewing or setting pricing, designing pricing tiers, evaluating freemium vs paid, or preparing a pricing change. Produces a pricing strategy recommendation with model rationale, tier structure, competitive positioning, and rollout plan.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"pricing strategy skill structure pricing strategy decisions, packaging options, and tier design for saas and digital products. use when reviewing or setting pricing, designing pricing tiers, evaluating freemium vs paid, or preparing a pricing change. produces a pricing strategy recommendation with model rationale, tier structure, competitive positioning, and rollout plan. pricing-strategy sales & ecommerce "},{"slug":"process-documentation","kind":"skill","name":"Process Documentation Skill","tagline":"Document any business process in a clear, structured format. Use when asked to document a process, write a process guide, create a workflow document, or map out how something works. Produces a complete process document with steps, roles, inputs, outputs, and edge cases.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/write-dev-docs","taskName":"Developer docs","hay":"process documentation skill document any business process in a clear, structured format. use when asked to document a process, write a process guide, create a workflow document, or map out how something works. produces a complete process document with steps, roles, inputs, outputs, and edge cases. process-documentation coding "},{"slug":"product-health-analysis","kind":"skill","name":"Product Health Analysis Skill","tagline":"Interpret product metrics against goals and surface actionable signals. Use when asked to analyse product health, review key metrics, investigate a performance issue, produce a health report, or assess product-market fit signals. Produces a structured health report with RAG status, trend analysis, root cause hypotheses, and prioritised actions.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"product health analysis skill interpret product metrics against goals and surface actionable signals. use when asked to analyse product health, review key metrics, investigate a performance issue, produce a health report, or assess product-market fit signals. produces a structured health report with rag status, trend analysis, root cause hypotheses, and prioritised actions. product-health-analysis data & ai "},{"slug":"product-launch-checklist","kind":"skill","name":"Product Launch Checklist Skill","tagline":"Generate a comprehensive pre-launch, launch day, and post-launch checklist for any product release. Use when preparing for a product launch, feature release, or major update. Produces a role-assigned, tiered checklist covering engineering readiness, marketing and comms, support, and post-launch monitoring.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"product launch checklist skill generate a comprehensive pre-launch, launch day, and post-launch checklist for any product release. use when preparing for a product launch, feature release, or major update. produces a role-assigned, tiered checklist covering engineering readiness, marketing and comms, support, and post-launch monitoring. product-launch-checklist business & ops "},{"slug":"product-positioning-doc","kind":"skill","name":"Product Positioning Doc Skill","tagline":"Write a product positioning document and messaging framework. Use when asked to define product positioning, write a positioning statement, build a messaging framework, or create a messaging hierarchy. Produces a complete positioning doc with category definition, target customer, differentiation, proof points, messaging pillars, and persona-specific messaging.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"product positioning doc skill write a product positioning document and messaging framework. use when asked to define product positioning, write a positioning statement, build a messaging framework, or create a messaging hierarchy. produces a complete positioning doc with category definition, target customer, differentiation, proof points, messaging pillars, and persona-specific messaging. product-positioning-doc marketing "},{"slug":"professional-brain","kind":"skill","name":"Professional Brain Skill","tagline":"Maintain a durable, local markdown memory ('brain') of your product context, decisions, hypotheses, and stakeholders that other skills read from and write back to. Use when asked to set up a brain, ingest notes/artifacts into memory, recall what's known about a topic, log a decision with provenance, or run a weekly brain review. Produces a structured brain/ folder (knowledge, decisions, hypotheses, stakeholders, entities, source) with provenance-tagged facts, plus ingest/recall/record/review operations with approval-gated, append-only write-back.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"operations","deptName":"Operations","task":"operations/keep-notes","taskName":"Notes & knowledge","hay":"professional brain skill maintain a durable, local markdown memory ('brain') of your product context, decisions, hypotheses, and stakeholders that other skills read from and write back to. use when asked to set up a brain, ingest notes/artifacts into memory, recall what's known about a topic, log a decision with provenance, or run a weekly brain review. produces a structured brain/ folder (knowledge, decisions, hypotheses, stakeholders, entities, source) with provenance-tagged facts, plus ingest/recall/record/review operations with approval-gated, append-only write-back. professional-brain business & ops "},{"slug":"project-status-report","kind":"skill","name":"Project Status Report Skill","tagline":"Write a structured project status report for any project. Use when asked to write a project update, status report, RAG report, project dashboard narrative, or weekly project communication. Produces a clear status report with RAG ratings, milestone progress, risks, and decisions needed.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"project status report skill write a structured project status report for any project. use when asked to write a project update, status report, rag report, project dashboard narrative, or weekly project communication. produces a clear status report with rag ratings, milestone progress, risks, and decisions needed. project-status-report data & ai "},{"slug":"proposal-writer","kind":"skill","name":"Proposal Writer Skill","tagline":"Write a structured sales proposal or commercial proposal for any deal. Use when asked to write a proposal, sales proposal, commercial proposal, statement of work, or quote document. Produces a complete proposal with problem statement, solution, investment, and next steps.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"proposal writer skill write a structured sales proposal or commercial proposal for any deal. use when asked to write a proposal, sales proposal, commercial proposal, statement of work, or quote document. produces a complete proposal with problem statement, solution, investment, and next steps. proposal-writer sales & ecommerce "},{"slug":"qbr-deck","kind":"skill","name":"QBR Deck Skill","tagline":"Build a Quarterly Business Review (QBR) deck structure and narrative for a customer account. Use when asked to prepare a QBR, business review meeting, executive review, or quarterly check-in with a customer. Produces a slide-by-slide QBR structure with talking points, metrics review, value narrative, and mutual next steps.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"qbr deck skill build a quarterly business review (qbr) deck structure and narrative for a customer account. use when asked to prepare a qbr, business review meeting, executive review, or quarterly check-in with a customer. produces a slide-by-slide qbr structure with talking points, metrics review, value narrative, and mutual next steps. qbr-deck design & ui "},{"slug":"raci-matrix","kind":"skill","name":"RACI Matrix Skill","tagline":"Define a RACI matrix for a cross-functional project or process. Use when asked to build a RACI, create a responsibility matrix, clarify ownership across teams, or document decision rights. Produces a complete RACI matrix with role definitions, decision mapping, and a process for resolving conflicts.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"raci matrix skill define a raci matrix for a cross-functional project or process. use when asked to build a raci, create a responsibility matrix, clarify ownership across teams, or document decision rights. produces a complete raci matrix with role definitions, decision mapping, and a process for resolving conflicts. raci-matrix business & ops "},{"slug":"redundancy-consultation","kind":"skill","name":"Redundancy Consultation Skill","tagline":"Structure a redundancy consultation process and draft key communications (UK employment law focus). Use when asked to plan a redundancy process, write a redundancy letter, structure a consultation, or manage a reduction in force. Produces a structured consultation plan and draft letters; always recommends qualified HR/legal advice before proceeding.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"redundancy consultation skill structure a redundancy consultation process and draft key communications (uk employment law focus). use when asked to plan a redundancy process, write a redundancy letter, structure a consultation, or manage a reduction in force. produces a structured consultation plan and draft letters; always recommends qualified hr/legal advice before proceeding. redundancy-consultation business & ops "},{"slug":"renewal-playbook","kind":"skill","name":"Renewal Playbook Skill","tagline":"Build a structured renewal playbook for a customer account. Use when asked to plan a renewal, structure a renewal negotiation, prepare for an expansion conversation, or build a renewal strategy for at-risk or healthy accounts. Produces a renewal brief with health assessment, negotiation strategy, objection responses, expansion levers, and a timeline.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"support","deptName":"Customer support","task":"support/stop-churn","taskName":"Churn & renewals","hay":"renewal playbook skill build a structured renewal playbook for a customer account. use when asked to plan a renewal, structure a renewal negotiation, prepare for an expansion conversation, or build a renewal strategy for at-risk or healthy accounts. produces a renewal brief with health assessment, negotiation strategy, objection responses, expansion levers, and a timeline. renewal-playbook business & ops "},{"slug":"research-protocol","kind":"skill","name":"Research Protocol Skill","tagline":"Write a structured research protocol or study design document. Use when asked to write a research protocol, study protocol, research plan, methodology section, or research proposal. Produces a complete protocol with objectives, methodology, ethical considerations, and analysis plan.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/deep-research","taskName":"Deep research","hay":"research protocol skill write a structured research protocol or study design document. use when asked to write a research protocol, study protocol, research plan, methodology section, or research proposal. produces a complete protocol with objectives, methodology, ethical considerations, and analysis plan. research-protocol business & ops "},{"slug":"resume","kind":"skill","name":"Resume Skill","tagline":"Write a sharp, achievement-led resume/CV that passes ATS and earns the interview. Use when asked to write or rewrite a resume or CV, turn experience into a resume, or tailor a resume to a job. Produces a clean, single-column, ATS-friendly resume — summary, experience as quantified accomplishment bullets, skills, and education — ready to export as a designed PDF.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"resume skill write a sharp, achievement-led resume/cv that passes ats and earns the interview. use when asked to write or rewrite a resume or cv, turn experience into a resume, or tailor a resume to a job. produces a clean, single-column, ats-friendly resume — summary, experience as quantified accomplishment bullets, skills, and education — ready to export as a designed pdf. resume business & ops "},{"slug":"retention-analysis","kind":"skill","name":"Retention Analysis Skill","tagline":"Structure a retention analysis, churn investigation, or engagement deep-dive for any product team. Use when asked to analyse user retention, investigate churn, measure DAU/MAU, or build a retention improvement plan. Produces a retention snapshot with root cause hypotheses, aha-moment correlation, and prioritised interventions.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"support","deptName":"Customer support","task":"support/stop-churn","taskName":"Churn & renewals","hay":"retention analysis skill structure a retention analysis, churn investigation, or engagement deep-dive for any product team. use when asked to analyse user retention, investigate churn, measure dau/mau, or build a retention improvement plan. produces a retention snapshot with root cause hypotheses, aha-moment correlation, and prioritised interventions. retention-analysis business & ops "},{"slug":"retro-analysis","kind":"skill","name":"Retrospective Analysis Skill","tagline":"Analyses sprint delivery data and produces a structured retrospective brief. Use when asked to run a retrospective, analyse sprint data, prepare a retro brief, or turn sprint metrics into discussion prompts. Produces a data-grounded retrospective brief with completion stats, pattern analysis, Start/Stop/Continue prompts, and one concrete experiment for next sprint.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"retrospective analysis skill analyses sprint delivery data and produces a structured retrospective brief. use when asked to run a retrospective, analyse sprint data, prepare a retro brief, or turn sprint metrics into discussion prompts. produces a data-grounded retrospective brief with completion stats, pattern analysis, start/stop/continue prompts, and one concrete experiment for next sprint. retro-analysis business & ops "},{"slug":"return-to-activity-criteria","kind":"skill","name":"Return to activity criteria","tagline":"Set criteria-based return-to-activity milestones so the decision rests on what the patient can demonstrate rather than on how long it has been — the test battery, the thresholds, the graded reintroduction, and the honest conversation about residual risk. Use when asked to plan a return to sport or work, set return-to-play criteria, decide whether someone is ready to return, or handle pressure to clear someone early. Produces the criteria by stage, the test battery with thresholds, the graded exposure plan, the residual-risk discussion, and the decision record. The clearance decision is the treating clinician's, made with the patient and the relevant medical team.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"return to activity criteria set criteria-based return-to-activity milestones so the decision rests on what the patient can demonstrate rather than on how long it has been — the test battery, the thresholds, the graded reintroduction, and the honest conversation about residual risk. use when asked to plan a return to sport or work, set return-to-play criteria, decide whether someone is ready to return, or handle pressure to clear someone early. produces the criteria by stage, the test battery with thresholds, the graded exposure plan, the residual-risk discussion, and the decision record. the clearance decision is the treating clinician's, made with the patient and the relevant medical team. return-to-activity-criteria business & ops "},{"slug":"rfc-writer","kind":"skill","name":"RFC Writer Skill","tagline":"Write an engineering RFC (Request for Comments) for a technical decision, architectural change, or significant implementation approach. Use when asked to write an RFC, document a technical proposal, create a design doc, write an architecture decision for review, or produce a technical specification for team feedback. Produces a complete RFC document covering problem statement, motivation, proposed solution, alternatives rejected, implementation plan, migration plan, security and performance implications, observability changes, rollout plan, and open questions.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"rfc writer skill write an engineering rfc (request for comments) for a technical decision, architectural change, or significant implementation approach. use when asked to write an rfc, document a technical proposal, create a design doc, write an architecture decision for review, or produce a technical specification for team feedback. produces a complete rfc document covering problem statement, motivation, proposed solution, alternatives rejected, implementation plan, migration plan, security and performance implications, observability changes, rollout plan, and open questions. rfc-writer coding "},{"slug":"rice-impact-matrix","kind":"skill","name":"RICE + Strategic Alignment Skill","tagline":"Scores features using both RICE and strategic alignment for nuanced prioritisation. Use when asked to prioritise features, build a priority matrix, combine quantitative scoring with strategic fit, or decide what to build next with multiple competing initiatives. Produces a scored priority matrix with RICE scores, strategic alignment ratings, quadrant placement, and sequencing recommendations.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"rice + strategic alignment skill scores features using both rice and strategic alignment for nuanced prioritisation. use when asked to prioritise features, build a priority matrix, combine quantitative scoring with strategic fit, or decide what to build next with multiple competing initiatives. produces a scored priority matrix with rice scores, strategic alignment ratings, quadrant placement, and sequencing recommendations. rice-impact-matrix business & ops "},{"slug":"rice-prioritisation","kind":"skill","name":"RICE Prioritisation Skill","tagline":"Scores and ranks product initiatives using the RICE framework. Use when asked to prioritise features, rank a backlog using RICE, score initiatives for quarterly planning, or apply an objective framework to a list of competing ideas. Produces a ranked RICE table with scores, quick wins and moonshot flags, dependency notes, and a recommended sequencing order.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"rice prioritisation skill scores and ranks product initiatives using the rice framework. use when asked to prioritise features, rank a backlog using rice, score initiatives for quarterly planning, or apply an objective framework to a list of competing ideas. produces a ranked rice table with scores, quick wins and moonshot flags, dependency notes, and a recommended sequencing order. rice-prioritisation business & ops "},{"slug":"risk-register","kind":"skill","name":"Risk Register Skill","tagline":"Build and maintain a project or product risk register. Use when asked to create a risk register, identify project risks, build a risk matrix, or document risks and mitigations for a programme. Produces a complete risk register with likelihood/impact scoring, RAG status, ownership, and prioritised mitigations.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"risk register skill build and maintain a project or product risk register. use when asked to create a risk register, identify project risks, build a risk matrix, or document risks and mitigations for a programme. produces a complete risk register with likelihood/impact scoring, rag status, ownership, and prioritised mitigations. risk-register business & ops "},{"slug":"roadmap-narrative","kind":"skill","name":"Roadmap Narrative Skill","tagline":"Transform a prioritised initiative list into a compelling strategic roadmap narrative. Use when asked to write a roadmap narrative, explain the product roadmap to non-technical stakeholders, connect roadmap items to company goals, or produce an exec-shareable roadmap story. Produces a themed narrative with strategic context, quarter progression arc, an executive summary, and a 'what's not on the roadmap' section.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"roadmap narrative skill transform a prioritised initiative list into a compelling strategic roadmap narrative. use when asked to write a roadmap narrative, explain the product roadmap to non-technical stakeholders, connect roadmap items to company goals, or produce an exec-shareable roadmap story. produces a themed narrative with strategic context, quarter progression arc, an executive summary, and a 'what's not on the roadmap' section. roadmap-narrative business & ops "},{"slug":"roadmap-presentation","kind":"skill","name":"Roadmap Presentation Skill","tagline":"Create structured roadmap presentations calibrated to any audience. Use when asked to build a product roadmap, present roadmap to leadership, create a roadmap slide, or communicate quarterly plans to execs, teams, or customers. Produces an audience-calibrated Now/Next/Later roadmap with strategic context, initiative tables, success metrics, and explicit deprioritisation rationale.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"roadmap presentation skill create structured roadmap presentations calibrated to any audience. use when asked to build a product roadmap, present roadmap to leadership, create a roadmap slide, or communicate quarterly plans to execs, teams, or customers. produces an audience-calibrated now/next/later roadmap with strategic context, initiative tables, success metrics, and explicit deprioritisation rationale. roadmap-presentation business & ops "},{"slug":"runbook-writer","kind":"skill","name":"Runbook Writer Skill","tagline":"Write an operational runbook for a service, incident type, or deployment procedure. Use when asked to write a runbook, create an ops guide, document an operational procedure, or prepare an incident response playbook. Produces a runbook with overview, prerequisites, step-by-step procedures, rollback steps, troubleshooting table, and escalation paths.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"operations","deptName":"Operations","task":"operations/document-process","taskName":"Process docs","hay":"runbook writer skill write an operational runbook for a service, incident type, or deployment procedure. use when asked to write a runbook, create an ops guide, document an operational procedure, or prepare an incident response playbook. produces a runbook with overview, prerequisites, step-by-step procedures, rollback steps, troubleshooting table, and escalation paths. runbook-writer business & ops "},{"slug":"sales-battlecard","kind":"skill","name":"Sales Battlecard Skill","tagline":"Create a competitive sales battlecard for any competitor. Use when asked to build a battlecard, competitive comparison, sales cheat sheet, or objection handling guide for a specific competitor. Produces a one-page battlecard with positioning, differentiators, objection responses, and landmines.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"sales battlecard skill create a competitive sales battlecard for any competitor. use when asked to build a battlecard, competitive comparison, sales cheat sheet, or objection handling guide for a specific competitor. produces a one-page battlecard with positioning, differentiators, objection responses, and landmines. sales-battlecard business & ops "},{"slug":"sales-demo-script","kind":"skill","name":"Sales Demo Script Skill","tagline":"Write a product demo script that tells a value story instead of a feature tour — the buyer's-workflow storyline, the golden path rehearsed with fallbacks, the wow moment placed early, and the demo-death contingencies (backup video, reset state, narration bridge). Use when asked to write a sales demo script, structure a product demo, plan the demo talk track, our demos meander through features, or the demo broke live last time. Produces the scene-by-scene flow tied to buyer pain, talk track, aha moments, transitions, and a close with next steps.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"sales demo script skill write a product demo script that tells a value story instead of a feature tour — the buyer's-workflow storyline, the golden path rehearsed with fallbacks, the wow moment placed early, and the demo-death contingencies (backup video, reset state, narration bridge). use when asked to write a sales demo script, structure a product demo, plan the demo talk track, our demos meander through features, or the demo broke live last time. produces the scene-by-scene flow tied to buyer pain, talk track, aha moments, transitions, and a close with next steps. sales-demo-script sales & ecommerce "},{"slug":"sales-forecasting-model","kind":"skill","name":"Sales Forecasting Model Skill","tagline":"Build a structured sales forecast framework for any business or team. Use when asked to build a sales forecast, create a revenue model, project pipeline, or build a bottom-up forecast. Produces a forecast methodology, pipeline model, scenario analysis, and assumption log.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"sales forecasting model skill build a structured sales forecast framework for any business or team. use when asked to build a sales forecast, create a revenue model, project pipeline, or build a bottom-up forecast. produces a forecast methodology, pipeline model, scenario analysis, and assumption log. sales-forecasting-model sales & ecommerce "},{"slug":"saying-no-kindly","kind":"skill","name":"Saying No Kindly Skill","tagline":"Decline requests without damaging relationships or your standing — the fast-clear-warm formula, the alternative-attached no, the no-to-the-boss version (tradeoffs, not refusal), and scripts for the asks that recur. Use when asked how do I say no to this, turn down a request, decline extra work politely, I say yes to everything and drown, push back on my manager, or protect the roadmap from a pet feature. Produces the decline scripts by relationship, the tradeoff framing, and the exact wording tuned to who is asking.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"saying no kindly skill decline requests without damaging relationships or your standing — the fast-clear-warm formula, the alternative-attached no, the no-to-the-boss version (tradeoffs, not refusal), and scripts for the asks that recur. use when asked how do i say no to this, turn down a request, decline extra work politely, i say yes to everything and drown, push back on my manager, or protect the roadmap from a pet feature. produces the decline scripts by relationship, the tradeoff framing, and the exact wording tuned to who is asking. saying-no-kindly business & ops "},{"slug":"saying-no","kind":"skill","name":"Saying No Skill","tagline":"Decline a request, push back on scope, or protect priorities without burning the relationship. Use when asked how to say no, turn down a request, push back on your boss/stakeholder, decline extra work, or protect the roadmap from a pet feature. Produces a graceful, firm response — the no, the honest why, an alternative or trade-off, and the exact wording, tuned to who's asking.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"saying no skill decline a request, push back on scope, or protect priorities without burning the relationship. use when asked how to say no, turn down a request, push back on your boss/stakeholder, decline extra work, or protect the roadmap from a pet feature. produces a graceful, firm response — the no, the honest why, an alternative or trade-off, and the exact wording, tuned to who's asking. saying-no business & ops "},{"slug":"security-threat-model","kind":"skill","name":"Security Threat Model Skill","tagline":"Write a STRIDE-based threat model for a service or feature. Use when asked to produce a threat model, document security risks, identify attack vectors, assess a service's security posture, or prepare for a security design review. Produces a structured threat model covering assets, trust boundaries, STRIDE threat enumeration per component, risk scores, mitigation controls, and residual risk sign-off.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"security threat model skill write a stride-based threat model for a service or feature. use when asked to produce a threat model, document security risks, identify attack vectors, assess a service's security posture, or prepare for a security design review. produces a structured threat model covering assets, trust boundaries, stride threat enumeration per component, risk scores, mitigation controls, and residual risk sign-off. security-threat-model security "},{"slug":"seo-content-brief-2","kind":"skill","name":"SEO Content Brief Skill","tagline":"Create a structured SEO content brief for any target keyword or topic. Use when asked to write an SEO brief, content brief, keyword brief, or content strategy document. Produces a complete brief with target keyword, search intent, outline, competitor insights, internal links, and on-page SEO guidance.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo content brief skill create a structured seo content brief for any target keyword or topic. use when asked to write an seo brief, content brief, keyword brief, or content strategy document. produces a complete brief with target keyword, search intent, outline, competitor insights, internal links, and on-page seo guidance. seo-content-brief-2 marketing "},{"slug":"service-catalog-entry","kind":"skill","name":"Service Catalog Entry Skill","tagline":"Write a service catalog entry for a microservice or internal platform service — covering service identity, purpose, architecture context, SLAs, API contract summary, data classification, dependencies, operational runbooks, and known limitations. Use when asked to document a service for an internal developer portal, write a service README for a platform catalog, create a service overview page, or onboard a new service to a service registry. Produces a complete service catalog entry suitable for an internal developer portal or wiki.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"service catalog entry skill write a service catalog entry for a microservice or internal platform service — covering service identity, purpose, architecture context, slas, api contract summary, data classification, dependencies, operational runbooks, and known limitations. use when asked to document a service for an internal developer portal, write a service readme for a platform catalog, create a service overview page, or onboard a new service to a service registry. produces a complete service catalog entry suitable for an internal developer portal or wiki. service-catalog-entry sales & ecommerce "},{"slug":"skill-security-auditor","kind":"skill","name":"Skill Security Audit: [skill name / source]","tagline":"Audit a Claude/Agent SKILL.md (or any AI skill / system prompt) for safety before installing or merging it. Use when asked to review a skill for security, check a prompt for injection, vet a community skill, or assess whether an instruction file is safe to run. Produces a risk-rated report of findings (prompt injection, data exfiltration, code execution, secrets, hidden text) with severity, evidence, and a clear install / don't-install recommendation.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"skill security audit: [skill name / source] audit a claude/agent skill.md (or any ai skill / system prompt) for safety before installing or merging it. use when asked to review a skill for security, check a prompt for injection, vet a community skill, or assess whether an instruction file is safe to run. produces a risk-rated report of findings (prompt injection, data exfiltration, code execution, secrets, hidden text) with severity, evidence, and a clear install / don't-install recommendation. skill-security-auditor security "},{"slug":"slo-error-budget","kind":"skill","name":"SLO and Error Budget Skill","tagline":"Define Service Level Objectives (SLOs) and an error budget policy for a service. Use when asked to write SLOs, define SLIs, calculate an error budget, set reliability targets, or create an error budget policy. Produces a complete SLO document with SLI definitions, target calculation, error budget policy, burn rate alerts, and review cadence.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"slo and error budget skill define service level objectives (slos) and an error budget policy for a service. use when asked to write slos, define slis, calculate an error budget, set reliability targets, or create an error budget policy. produces a complete slo document with sli definitions, target calculation, error budget policy, burn rate alerts, and review cadence. slo-error-budget business & ops "},{"slug":"social-ad-campaign","kind":"skill","name":"Social Ad Campaign Skill","tagline":"Plan and write a paid social advertising campaign. Use when asked to build a paid social campaign, create Meta/LinkedIn/TikTok/X ad copy, define a social ad strategy, or plan an advertising funnel across social platforms. Produces a complete campaign plan with audience targeting, ad set structure, copy for each ad format, budget allocation, and measurement framework.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"social ad campaign skill plan and write a paid social advertising campaign. use when asked to build a paid social campaign, create meta/linkedin/tiktok/x ad copy, define a social ad strategy, or plan an advertising funnel across social platforms. produces a complete campaign plan with audience targeting, ad set structure, copy for each ad format, budget allocation, and measurement framework. social-ad-campaign marketing "},{"slug":"social-media-audit","kind":"skill","name":"Social Media Audit Skill","tagline":"Audit an existing social media presence across all active platforms. Use when asked to review social media performance, analyse a brand's social presence, benchmark against competitors, or identify what's working and what isn't. Produces a scored audit with platform-by-platform analysis, content performance review, competitive benchmarking, and a prioritised action plan.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"social media audit skill audit an existing social media presence across all active platforms. use when asked to review social media performance, analyse a brand's social presence, benchmark against competitors, or identify what's working and what isn't. produces a scored audit with platform-by-platform analysis, content performance review, competitive benchmarking, and a prioritised action plan. social-media-audit coding "},{"slug":"social-media-strategy","kind":"skill","name":"Social Media Strategy Skill","tagline":"Build a social media strategy for a brand, product, or creator. Use when asked to create a social media strategy, define a social content strategy, plan content pillars, set social KPIs, or build a posting framework. Produces a complete strategy with audience definition, platform selection, content pillars, posting cadence, KPIs, and a 4-week starter calendar.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"social media strategy skill build a social media strategy for a brand, product, or creator. use when asked to create a social media strategy, define a social content strategy, plan content pillars, set social kpis, or build a posting framework. produces a complete strategy with audience definition, platform selection, content pillars, posting cadence, kpis, and a 4-week starter calendar. social-media-strategy business & ops "},{"slug":"sop-writer","kind":"skill","name":"SOP Writer Skill","tagline":"Write a Standard Operating Procedure (SOP) for any operational task. Use when asked to write an SOP, standard operating procedure, work instruction, or operating manual. Produces a formal SOP with purpose, scope, procedure steps, quality checks, and version control.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"operations","deptName":"Operations","task":"operations/document-process","taskName":"Process docs","hay":"sop writer skill write a standard operating procedure (sop) for any operational task. use when asked to write an sop, standard operating procedure, work instruction, or operating manual. produces a formal sop with purpose, scope, procedure steps, quality checks, and version control. sop-writer business & ops "},{"slug":"sprint-brief","kind":"skill","name":"Sprint Brief Skill","tagline":"Generate a structured sprint brief from sprint data and goals. Use when asked to write a sprint brief, create a sprint summary, document sprint goals and scope, or produce a team-facing sprint overview. Produces a scannable brief with sprint goal, rationale, grouped work, critical path, risks, and definition of done.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"operations","deptName":"Operations","task":"operations/plan-week","taskName":"Planning the work","hay":"sprint brief skill generate a structured sprint brief from sprint data and goals. use when asked to write a sprint brief, create a sprint summary, document sprint goals and scope, or produce a team-facing sprint overview. produces a scannable brief with sprint goal, rationale, grouped work, critical path, risks, and definition of done. sprint-brief business & ops "},{"slug":"sprint-planning","kind":"skill","name":"Sprint Planning Skill","tagline":"Structure and facilitate sprint planning sessions. Use when asked to plan a sprint, organise backlog items, assign story points, create sprint goals, or prepare sprint planning agendas. Produces a sprint goal, velocity-calibrated backlog, capacity plan, risk flags, and a structured sprint planning meeting agenda.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"sprint planning skill structure and facilitate sprint planning sessions. use when asked to plan a sprint, organise backlog items, assign story points, create sprint goals, or prepare sprint planning agendas. produces a sprint goal, velocity-calibrated backlog, capacity plan, risk flags, and a structured sprint planning meeting agenda. sprint-planning business & ops "},{"slug":"sprint-velocity-analysis","kind":"skill","name":"Sprint Velocity Analysis: [Team Name]","tagline":"Analyze sprint velocity data and produce an engineering team health report covering delivery trends, capacity utilization, and improvement recommendations. Use when asked to analyze sprint velocity, review team delivery health, identify delivery risks, or produce a retrospective data analysis. Produces a velocity trend analysis, health diagnosis table, top improvement recommendations with implementation steps, and a next-sprint capacity forecast.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"sprint velocity analysis: [team name] analyze sprint velocity data and produce an engineering team health report covering delivery trends, capacity utilization, and improvement recommendations. use when asked to analyze sprint velocity, review team delivery health, identify delivery risks, or produce a retrospective data analysis. produces a velocity trend analysis, health diagnosis table, top improvement recommendations with implementation steps, and a next-sprint capacity forecast. sprint-velocity-analysis uncategorised "},{"slug":"sql-query-explainer","kind":"skill","name":"SQL Query Explainer Skill","tagline":"Explains, optimises, writes, and documents SQL queries. Use when asked to explain a SQL query, optimise slow SQL, translate SQL to plain English for non-technical stakeholders, write a query from a natural language description, or produce query documentation. Produces plain-English explanations, annotated optimised queries, or a data dictionary covering output shape, assumptions, and known limitations. Works across PostgreSQL, MySQL, BigQuery, Snowflake, and standard SQL.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"operations","deptName":"Operations","task":"operations/write-clearly","taskName":"Clear writing","hay":"sql query explainer skill explains, optimises, writes, and documents sql queries. use when asked to explain a sql query, optimise slow sql, translate sql to plain english for non-technical stakeholders, write a query from a natural language description, or produce query documentation. produces plain-english explanations, annotated optimised queries, or a data dictionary covering output shape, assumptions, and known limitations. works across postgresql, mysql, bigquery, snowflake, and standard sql. sql-query-explainer business & ops "},{"slug":"stakeholder-influence-mapper","kind":"skill","name":"Stakeholder Influence Mapper Skill","tagline":"Map stakeholders for a product decision and produce a tailored influence strategy with talking points. Use when asked to get alignment, build consensus, get buy-in from engineering or finance or legal, navigate organisational resistance, or plan stakeholder conversations for a major initiative. Produces a stakeholder map, recommended conversation sequence, and tailored talking points per stakeholder.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"stakeholder influence mapper skill map stakeholders for a product decision and produce a tailored influence strategy with talking points. use when asked to get alignment, build consensus, get buy-in from engineering or finance or legal, navigate organisational resistance, or plan stakeholder conversations for a major initiative. produces a stakeholder map, recommended conversation sequence, and tailored talking points per stakeholder. stakeholder-influence-mapper business & ops "},{"slug":"stakeholder-update","kind":"skill","name":"Stakeholder Update Skill","tagline":"Create concise executive stakeholder updates using the BLUF (Bottom Line Up Front) framework. Use when asked to write a status update, progress report, project communication, or executive briefing for leadership or stakeholders. Produces a BLUF-led update with status, key metrics, risks, upcoming milestones, and decisions needed — readable in under 2 minutes.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"stakeholder update skill create concise executive stakeholder updates using the bluf (bottom line up front) framework. use when asked to write a status update, progress report, project communication, or executive briefing for leadership or stakeholders. produces a bluf-led update with status, key metrics, risks, upcoming milestones, and decisions needed — readable in under 2 minutes. stakeholder-update data & ai "},{"slug":"strategic-narrative-generator","kind":"skill","name":"Strategic Narrative Generator Skill","tagline":"Generate the strategic story connecting a product roadmap to company goals in a form non-technical stakeholders can repeat. Use when asked to explain the roadmap, present strategy to leadership or the board, write the why behind the roadmap, create a narrative for all-hands, or make the roadmap tell a story. Produces a themed narrative with executive summary, progression arc, hard-question preparation, and what's-not-on-the-roadmap section.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"strategic narrative generator skill generate the strategic story connecting a product roadmap to company goals in a form non-technical stakeholders can repeat. use when asked to explain the roadmap, present strategy to leadership or the board, write the why behind the roadmap, create a narrative for all-hands, or make the roadmap tell a story. produces a themed narrative with executive summary, progression arc, hard-question preparation, and what's-not-on-the-roadmap section. strategic-narrative-generator business & ops "},{"slug":"substack-notes-scraper","kind":"skill","name":"Substack notes scraper","tagline":"Scrapes a Substack Notes page and exports engagement data to a formatted .xlsx file. Use when asked to download, analyse, or export Substack Notes performance data including likes, comments, and restacks. Produces a formatted spreadsheet with conditional formatting, summary stats, and per-note engagement metrics.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"media","deptName":"Content creator","task":"media/make-podcast","taskName":"Podcast & newsletter","hay":"substack notes scraper scrapes a substack notes page and exports engagement data to a formatted .xlsx file. use when asked to download, analyse, or export substack notes performance data including likes, comments, and restacks. produces a formatted spreadsheet with conditional formatting, summary stats, and per-note engagement metrics. substack-notes-scraper creator "},{"slug":"sycophancy-challenger","kind":"skill","name":"Sycophancy challenger","tagline":"Flip Claude’s default from validation to adversarial critique. Use when you are about to make a high-stakes decision, commit to a plan, or pitch something you have not stress-tested. Produces structured challenges, steelmanned counter-arguments, and the strongest case against your position — a genuine thinking partner, not a mirror.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"sycophancy challenger flip claude’s default from validation to adversarial critique. use when you are about to make a high-stakes decision, commit to a plan, or pitch something you have not stress-tested. produces structured challenges, steelmanned counter-arguments, and the strongest case against your position — a genuine thinking partner, not a mirror. sycophancy-challenger uncategorised "},{"slug":"system-design-interview","kind":"skill","name":"System Design Interview Skill","tagline":"Structure a complete system design answer for interview questions or real architecture sessions. Use when asked to design a system, answer a system design interview question, or architect a solution at scale. Produces a structured answer covering requirements, capacity estimates, high-level design, component deep-dives, trade-offs, and follow-up considerations.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"system design interview skill structure a complete system design answer for interview questions or real architecture sessions. use when asked to design a system, answer a system design interview question, or architect a solution at scale. produces a structured answer covering requirements, capacity estimates, high-level design, component deep-dives, trade-offs, and follow-up considerations. system-design-interview business & ops "},{"slug":"tax-planning-checklist","kind":"skill","name":"Tax Planning Checklist Skill","tagline":"Generate a structured tax planning checklist and review framework for any individual or business context. Use when asked to review tax planning, prepare for year-end tax, check tax efficiency, or identify tax-saving opportunities. Produces a checklist of considerations, common reliefs, and a review framework. Not a substitute for qualified tax advice.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"tax planning checklist skill generate a structured tax planning checklist and review framework for any individual or business context. use when asked to review tax planning, prepare for year-end tax, check tax efficiency, or identify tax-saving opportunities. produces a checklist of considerations, common reliefs, and a review framework. not a substitute for qualified tax advice. tax-planning-checklist business & ops "},{"slug":"teaching-lesson-plan","kind":"skill","name":"Teaching Lesson Plan Skill","tagline":"Design a structured lesson plan for any subject, audience, or format. Use when asked to write a lesson plan, course outline, teaching session, workshop curriculum, or training module. Produces a complete lesson plan with learning objectives, activities, timing, assessment, and differentiation guidance.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"people","deptName":"People & hiring","task":"people/train-team","taskName":"Training","hay":"teaching lesson plan skill design a structured lesson plan for any subject, audience, or format. use when asked to write a lesson plan, course outline, teaching session, workshop curriculum, or training module. produces a complete lesson plan with learning objectives, activities, timing, assessment, and differentiation guidance. teaching-lesson-plan business & ops "},{"slug":"team-health-check","kind":"skill","name":"Team Health Check Skill","tagline":"Runs a structured team health assessment across key dimensions. Use when asked to run a team health check, assess team morale, facilitate a retrospective on ways of working, or evaluate team dynamics. Produces a health assessment with RAG status per dimension, underlying signals, and prioritised improvement actions with named owners.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"team health check skill runs a structured team health assessment across key dimensions. use when asked to run a team health check, assess team morale, facilitate a retrospective on ways of working, or evaluate team dynamics. produces a health assessment with rag status per dimension, underlying signals, and prioritised improvement actions with named owners. team-health-check business & ops "},{"slug":"team-offsite-planner","kind":"skill","name":"Team Offsite Planner Skill","tagline":"Plan a team offsite that earns its cost — the purpose split (connection vs decisions vs planning, weighted deliberately), an agenda that alternates work and air, the logistics runbook, and the follow-through that makes Monday different. Use when asked to plan a team offsite, away day, team retreat, quarterly offsite, design two days for the team, or make this offsite not a waste. Produces the purpose weighting, a full agenda with session designs, facilitation notes, a logistics checklist, and the follow-through plan.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"operations","deptName":"Operations","task":"operations/document-process","taskName":"Process docs","hay":"team offsite planner skill plan a team offsite that earns its cost — the purpose split (connection vs decisions vs planning, weighted deliberately), an agenda that alternates work and air, the logistics runbook, and the follow-through that makes monday different. use when asked to plan a team offsite, away day, team retreat, quarterly offsite, design two days for the team, or make this offsite not a waste. produces the purpose weighting, a full agenda with session designs, facilitation notes, a logistics checklist, and the follow-through plan. team-offsite-planner business & ops "},{"slug":"technical-debt-register","kind":"skill","name":"Technical Debt Register Skill","tagline":"Document and prioritize a technical debt backlog with business impact, effort estimates, and resolution strategy. Use when asked to audit technical debt, create a debt register, prioritize tech debt for a quarter, document architectural shortcuts, or build a debt reduction roadmap. Produces a structured technical debt register covering debt inventory by category, business impact per item, effort and priority scores, top-item resolution plans, and a quarterly debt reduction roadmap.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"technical debt register skill document and prioritize a technical debt backlog with business impact, effort estimates, and resolution strategy. use when asked to audit technical debt, create a debt register, prioritize tech debt for a quarter, document architectural shortcuts, or build a debt reduction roadmap. produces a structured technical debt register covering debt inventory by category, business impact per item, effort and priority scores, top-item resolution plans, and a quarterly debt reduction roadmap. technical-debt-register business & ops "},{"slug":"technical-spec-template","kind":"skill","name":"Technical Spec Template Skill","tagline":"Create structured technical specification documents that bridge product requirements and engineering implementation. Use when writing a tech spec, engineering spec, system design doc, or API specification. Produces a complete spec with problem statement, proposed solution, data model, API design, alternatives considered, security considerations, testing plan, and rollout strategy.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"technical spec template skill create structured technical specification documents that bridge product requirements and engineering implementation. use when writing a tech spec, engineering spec, system design doc, or api specification. produces a complete spec with problem statement, proposed solution, data model, api design, alternatives considered, security considerations, testing plan, and rollout strategy. technical-spec-template business & ops "},{"slug":"tech-radar","kind":"skill","name":"Technology Radar: [Team / Company Name]","tagline":"Build a technology radar for an engineering team, categorizing technologies into Adopt/Trial/Assess/Hold quadrants following the ThoughtWorks Tech Radar format. Use when asked to create a tech radar, evaluate the team's technology landscape, categorize tools and frameworks, or establish a technology strategy. Produces a full tech radar with quadrant tables, individual blip rationales, a decision trail, and a maintenance process guide.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"technology radar: [team / company name] build a technology radar for an engineering team, categorizing technologies into adopt/trial/assess/hold quadrants following the thoughtworks tech radar format. use when asked to create a tech radar, evaluate the team's technology landscape, categorize tools and frameworks, or establish a technology strategy. produces a full tech radar with quadrant tables, individual blip rationales, a decision trail, and a maintenance process guide. tech-radar coding "},{"slug":"test-strategy-doc","kind":"skill","name":"Test Strategy Document Skill","tagline":"Write a test strategy document from a feature spec, PRD, or system description. Use when asked to create a test plan, write a test strategy, define QA approach, or plan testing for a feature or release. Produces a complete test strategy with scope, risk assessment, test types, coverage targets, and a prioritised test case outline.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"test strategy document skill write a test strategy document from a feature spec, prd, or system description. use when asked to create a test plan, write a test strategy, define qa approach, or plan testing for a feature or release. produces a complete test strategy with scope, risk assessment, test types, coverage targets, and a prioritised test case outline. test-strategy-doc business & ops "},{"slug":"thumbnail-creator","kind":"skill","name":"Thumbnail Creator Skill (via Gemini)","tagline":"Generate article or newsletter thumbnail candidates using the Gemini API from inside Claude Code. Claude reads article copy, proposes composition concepts, writes image generation prompts incorporating brand specs, calls Gemini to generate the images, evaluates the results via computer vision, and returns ranked candidates with rationale. Use when asked to create thumbnails, generate cover images, or produce visual candidates for an article or newsletter.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"media","deptName":"Content creator","task":"media/make-thumbnail","taskName":"Thumbnails & covers","hay":"thumbnail creator skill (via gemini) generate article or newsletter thumbnail candidates using the gemini api from inside claude code. claude reads article copy, proposes composition concepts, writes image generation prompts incorporating brand specs, calls gemini to generate the images, evaluates the results via computer vision, and returns ranked candidates with rationale. use when asked to create thumbnails, generate cover images, or produce visual candidates for an article or newsletter. thumbnail-creator creator "},{"slug":"user-interview-synthesis","kind":"skill","name":"User Interview Synthesis Skill","tagline":"Synthesises user interview transcripts into structured research findings. Use when asked to analyse interview notes, synthesise qualitative research, identify themes from interviews, or turn raw interview data into actionable product insights. Produces a themed synthesis with supporting quotes per theme, 'so what' implications, and recommended next steps. For mixed sources beyond interviews (surveys, tickets, feedback) use user-research-synthesis instead.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"user interview synthesis skill synthesises user interview transcripts into structured research findings. use when asked to analyse interview notes, synthesise qualitative research, identify themes from interviews, or turn raw interview data into actionable product insights. produces a themed synthesis with supporting quotes per theme, 'so what' implications, and recommended next steps. for mixed sources beyond interviews (surveys, tickets, feedback) use user-research-synthesis instead. user-interview-synthesis business & ops "},{"slug":"user-research-synthesis","kind":"skill","name":"User Research Synthesis Skill","tagline":"Analyze and synthesize user research findings into structured, actionable insights. Use when given user research data, interview transcripts, survey results, or user feedback that needs to be analyzed and summarised. Produces a themed synthesis with prevalence data, supporting quotes, pain points analysis, feature request prioritisation, and recommended next steps. For interview transcripts specifically use user-interview-synthesis instead.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"user research synthesis skill analyze and synthesize user research findings into structured, actionable insights. use when given user research data, interview transcripts, survey results, or user feedback that needs to be analyzed and summarised. produces a themed synthesis with prevalence data, supporting quotes, pain points analysis, feature request prioritisation, and recommended next steps. for interview transcripts specifically use user-interview-synthesis instead. user-research-synthesis business & ops "},{"slug":"user-story-writer","kind":"skill","name":"User Story Writer Skill","tagline":"Write well-structured user stories with acceptance criteria and edge cases. Use when asked to write user stories, create tickets from a feature brief, convert a PRD into stories, or write acceptance criteria. Produces ready-to-estimate stories in the standard format with clear acceptance criteria, edge cases, and definition of done.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"user story writer skill write well-structured user stories with acceptance criteria and edge cases. use when asked to write user stories, create tickets from a feature brief, convert a prd into stories, or write acceptance criteria. produces ready-to-estimate stories in the standard format with clear acceptance criteria, edge cases, and definition of done. user-story-writer business & ops "},{"slug":"ux-research-plan","kind":"skill","name":"UX Research Plan Skill","tagline":"Create a structured UX research plan for any product question or feature. Use when asked to write a research plan, design a user study, create a discussion guide, write screener questions, or plan usability testing. Produces a full research plan with objectives, methodology, screener, discussion guide, and synthesis framework.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"design","deptName":"Design","task":"design/map-flow","taskName":"User flows","hay":"ux research plan skill create a structured ux research plan for any product question or feature. use when asked to write a research plan, design a user study, create a discussion guide, write screener questions, or plan usability testing. produces a full research plan with objectives, methodology, screener, discussion guide, and synthesis framework. ux-research-plan design & ui "},{"slug":"vendor-evaluation","kind":"skill","name":"Vendor Evaluation Skill","tagline":"Create a structured vendor evaluation framework for any procurement decision. Use when asked to evaluate vendors, compare suppliers, run an RFP scoring process, or assess a software or service provider. Produces a weighted scorecard, evaluation criteria, and recommendation framework.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"vendor evaluation skill create a structured vendor evaluation framework for any procurement decision. use when asked to evaluate vendors, compare suppliers, run an rfp scoring process, or assess a software or service provider. produces a weighted scorecard, evaluation criteria, and recommendation framework. vendor-evaluation business & ops "},{"slug":"viral-content-framework","kind":"skill","name":"Viral Content Framework Skill","tagline":"Build a framework for creating shareable, high-reach social media content. Use when asked to plan viral content, develop a shareable content strategy, create a hook writing system, or build a repeatable process for content that gets shared. Produces a platform-specific viral content framework with hook formulas, content structures, shareability triggers, and a content testing system.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"viral content framework skill build a framework for creating shareable, high-reach social media content. use when asked to plan viral content, develop a shareable content strategy, create a hook writing system, or build a repeatable process for content that gets shared. produces a platform-specific viral content framework with hook formulas, content structures, shareability triggers, and a content testing system. viral-content-framework business & ops "},{"slug":"win-loss-analysis","kind":"skill","name":"Win/Loss Analysis Skill","tagline":"Analyze why deals are won and lost and turn it into an action plan. Use when asked to run a win/loss analysis, review closed-won and closed-lost deals, understand why the team is losing to a competitor, or summarize sales feedback into patterns. Produces a structured win/loss report with themes, win/loss rates by segment and competitor, representative quotes, and prioritized actions for product, marketing, and sales.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"win/loss analysis skill analyze why deals are won and lost and turn it into an action plan. use when asked to run a win/loss analysis, review closed-won and closed-lost deals, understand why the team is losing to a competitor, or summarize sales feedback into patterns. produces a structured win/loss report with themes, win/loss rates by segment and competitor, representative quotes, and prioritized actions for product, marketing, and sales. win-loss-analysis business & ops "},{"slug":"docx-tracked-changes","kind":"skill","name":"Word Doc Tracked Changes Skill","tagline":"Produce properly-formatted tracked changes for a Word document. Use when asked to redline a document, suggest edits to a contract or document, create tracked changes for review, or mark up a document with proposed revisions. Produces a complete redline with insertions, deletions, and margin comments that can be applied to the source document. Best used with Claude Opus 4.7 or newer for reliable tracked changes handling.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"word doc tracked changes skill produce properly-formatted tracked changes for a word document. use when asked to redline a document, suggest edits to a contract or document, create tracked changes for review, or mark up a document with proposed revisions. produces a complete redline with insertions, deletions, and margin comments that can be applied to the source document. best used with claude opus 4.7 or newer for reliable tracked changes handling. docx-tracked-changes uncategorised "},{"slug":"workshop-facilitation-guide","kind":"skill","name":"Workshop Facilitation Guide Skill","tagline":"Design and facilitate any workshop, working session, or collaborative meeting. Use when asked to plan a workshop, design a facilitated session, run a ideation session, or create a workshop agenda. Produces a complete facilitation guide with session design, activity instructions, timing, and materials.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"people","deptName":"People & hiring","task":"people/train-team","taskName":"Training","hay":"workshop facilitation guide skill design and facilitate any workshop, working session, or collaborative meeting. use when asked to plan a workshop, design a facilitated session, run a ideation session, or create a workshop agenda. produces a complete facilitation guide with session design, activity instructions, timing, and materials. workshop-facilitation-guide business & ops "},{"slug":"youtube-script","kind":"skill","name":"YouTube Script Skill","tagline":"Write a long-form video script for YouTube — an explainer, tutorial, video essay, review, or talking-head — built on the packaging→cold-open→value-stack→retention structure that holds watch-time past the drop-off cliffs. Use when asked to script a YouTube video, write a long-form or explainer/tutorial video script, outline a video essay, or turn a blog post/talk into a video. Produces title + thumbnail concepts, a timed cold open, a segmented body with retention devices and B-roll cues, integrated CTAs, an outro/end-screen, and a description with chapter timestamps. Distinct from [[short-form-script]] (15–60s vertical).","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"media","deptName":"Content creator","task":"media/script-long","taskName":"Long-form scripts","hay":"youtube script skill write a long-form video script for youtube — an explainer, tutorial, video essay, review, or talking-head — built on the packaging→cold-open→value-stack→retention structure that holds watch-time past the drop-off cliffs. use when asked to script a youtube video, write a long-form or explainer/tutorial video script, outline a video essay, or turn a blog post/talk into a video. produces title + thumbnail concepts, a timed cold open, a segmented body with retention devices and b-roll cues, integrated ctas, an outro/end-screen, and a description with chapter timestamps. distinct from [[short-form-script]] (15–60s vertical). youtube-script creator "},{"slug":"youtube-script-writer","kind":"skill","name":"YouTube Script Writer Skill","tagline":"Write a high-retention YouTube script — explainer, tutorial, video essay, review, or talking head — on the packaging then cold-open then value-stack then retention structure that holds watch time past the drop-off cliffs. Use when asked to write a YouTube script, script a long-form or explainer video, draft a video hook, outline a video essay, or turn a blog post or talk into a video. Produces title and thumbnail concepts, multiple hook options, a beat-by-beat body with retention devices, and clear visual and audio cues.","author":"mohitagw15856","license":"MIT","stars":1395,"dept":"media","deptName":"Content creator","task":"media/script-long","taskName":"Long-form scripts","hay":"youtube script writer skill write a high-retention youtube script — explainer, tutorial, video essay, review, or talking head — on the packaging then cold-open then value-stack then retention structure that holds watch time past the drop-off cliffs. use when asked to write a youtube script, script a long-form or explainer video, draft a video hook, outline a video essay, or turn a blog post or talk into a video. produces title and thumbnail concepts, multiple hook options, a beat-by-beat body with retention devices, and clear visual and audio cues. youtube-script-writer creator "},{"slug":"ad-to-landing-page-auditor","kind":"skill","name":"Ad to landing page auditor","tagline":"Analyze the message match between your ads and landing pages. Checks if the promise in the ad copy carries through to the landing page headline, body, and CTA. Flags disconnects that kill conversion rates. Works with Google, Meta, and LinkedIn ads.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"ad to landing page auditor analyze the message match between your ads and landing pages. checks if the promise in the ad copy carries through to the landing page headline, body, and cta. flags disconnects that kill conversion rates. works with google, meta, and linkedin ads. ad-to-landing-page-auditor marketing "},{"slug":"aeo","kind":"skill","name":"Aeo","tagline":"Check and improve your brand's visibility across AI search engines (ChatGPT, Perplexity, Gemini, Grok, Claude, DeepSeek). Set up tracking, run visibility analyses, audit your website for AI readability, and get actionable recommendations. Uses the npx goose-aeo@latest CLI.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"aeo check and improve your brand's visibility across ai search engines (chatgpt, perplexity, gemini, grok, claude, deepseek). set up tracking, run visibility analyses, audit your website for ai readability, and get actionable recommendations. uses the npx goose-aeo@latest cli. aeo marketing "},{"slug":"amazon-search","kind":"skill","name":"Amazon Product Search","tagline":"Search Amazon products - find items, compare prices, read reviews","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"amazon product search search amazon products - find items, compare prices, read reviews amazon-search sales & ecommerce "},{"slug":"web-search-andi","kind":"skill","name":"Andi Search - Intelligent Web Search","tagline":"Fast, high-quality web search with intelligent ranking and instant answers","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"andi search - intelligent web search fast, high-quality web search with intelligent ranking and instant answers web-search-andi data & ai "},{"slug":"api-tester","kind":"skill","name":"API Tester - Test Any API Endpoint","tagline":"Test and document API endpoints - validate responses, check status, generate examples","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"api tester - test any api endpoint test and document api endpoints - validate responses, check status, generate examples api-tester coding "},{"slug":"apollo-lead-finder","kind":"skill","name":"Apollo lead finder","tagline":"Two-phase Apollo.io prospecting: free People Search to discover ICP-matching leads, then selective enrichment to reveal emails/phones (credits per contact). Creates Apollo lists. Deduplicates against existing contacts by LinkedIn URL.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"apollo lead finder two-phase apollo.io prospecting: free people search to discover icp-matching leads, then selective enrichment to reveal emails/phones (credits per contact). creates apollo lists. deduplicates against existing contacts by linkedin url. apollo-lead-finder sales & ecommerce "},{"slug":"battlecard-generator","kind":"skill","name":"Battlecard generator","tagline":"Research a specific competitor across their website, reviews, ads, social presence, and pricing — then produce a structured sales battlecard with positioning traps, objection handlers, landmine questions, and win/loss themes. Chains web research, review mining, and ad intelligence. Use when sales needs competitive ammo or when entering a new market with established incumbents.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"battlecard generator research a specific competitor across their website, reviews, ads, social presence, and pricing — then produce a structured sales battlecard with positioning traps, objection handlers, landmine questions, and win/loss themes. chains web research, review mining, and ad intelligence. use when sales needs competitive ammo or when entering a new market with established incumbents. battlecard-generator business & ops "},{"slug":"beat-sync-reel","kind":"skill","name":"Beat-Sync Reel Generator","tagline":"Generates Instagram Reels where product image cuts are synced to audio beats. Accepts audio as a local file, URL, or search query. Uses librosa for beat detection, FFmpeg Ken Burns for scene animation, and Pillow for text overlays. No AI video generation — fully free, fast, and scalable.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"beat-sync reel generator generates instagram reels where product image cuts are synced to audio beats. accepts audio as a local file, url, or search query. uses librosa for beat detection, ffmpeg ken burns for scene animation, and pillow for text overlays. no ai video generation — fully free, fast, and scalable. beat-sync-reel creator "},{"slug":"blog-feed-monitor","kind":"skill","name":"Blog feed monitor","tagline":"Scrape blog posts via RSS feeds (free, no API key) with Apify fallback for JS-heavy sites. Use when you need to monitor competitor blogs, track industry content, or aggregate blog posts by keyword.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"data","deptName":"Data & analytics","task":"data/scrape-web","taskName":"Scraping & extraction","hay":"blog feed monitor scrape blog posts via rss feeds (free, no api key) with apify fallback for js-heavy sites. use when you need to monitor competitor blogs, track industry content, or aggregate blog posts by keyword. blog-feed-monitor data & ai "},{"slug":"brand-voice-extractor","kind":"skill","name":"Brand voice extractor","tagline":"Analyze a company's published content to extract their brand voice, writing style, and tone guidelines. Reads 10-20 of their best content pieces and produces a brand voice profile covering tone, vocabulary level, sentence structure, formatting patterns, CTAs, and target persona. Useful before writing outreach, content, or campaigns that should match a client's existing voice.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"brand voice extractor analyze a company's published content to extract their brand voice, writing style, and tone guidelines. reads 10-20 of their best content pieces and produces a brand voice profile covering tone, vocabulary level, sentence structure, formatting patterns, ctas, and target persona. useful before writing outreach, content, or campaigns that should match a client's existing voice. brand-voice-extractor marketing "},{"slug":"brand-intel-branddev","kind":"skill","name":"Brand.dev - Brand Intelligence API","tagline":"Brand intelligence - logos, colors, fonts, styleguides, and company data from any domain","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"brand.dev - brand intelligence api brand intelligence - logos, colors, fonts, styleguides, and company data from any domain brand-intel-branddev marketing "},{"slug":"campaign-brief-generator","kind":"skill","name":"Campaign brief generator","tagline":"Generate a complete marketing campaign brief from a launch goal, ICP, and product context. Pure reasoning skill. Outputs channel plan, messaging angles, content types, timeline, and success metrics. Designed for seed/Series A founders and small GTM teams who aren't professional marketers but need to run focused campaigns. No scripts — pure reasoning.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/plan-marketing","taskName":"Marketing strategy","hay":"campaign brief generator generate a complete marketing campaign brief from a launch goal, icp, and product context. pure reasoning skill. outputs channel plan, messaging angles, content types, timeline, and success metrics. designed for seed/series a founders and small gtm teams who aren't professional marketers but need to run focused campaigns. no scripts — pure reasoning. campaign-brief-generator marketing "},{"slug":"champion-move-outreach","kind":"skill","name":"Champion move outreach","tagline":"End-to-end champion/buyer/user job change signal composite. Takes a set of known people (past buyers, champions, power users), detects when they move to a new company, researches the new company for ICP fit, and drafts personalized outreach leveraging the existing relationship. Tool-agnostic — works with any people source, detection method, and outreach platform.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/spot-buying-signals","taskName":"Buying signals","hay":"champion move outreach end-to-end champion/buyer/user job change signal composite. takes a set of known people (past buyers, champions, power users), detects when they move to a new company, researches the new company for icp fit, and drafts personalized outreach leveraging the existing relationship. tool-agnostic — works with any people source, detection method, and outreach platform. champion-move-outreach sales & ecommerce "},{"slug":"champion-tracker","kind":"skill","name":"Champion tracker","tagline":"Track product champions for job changes and qualify their new companies against ICP. Takes a CSV of known champions (with LinkedIn URLs), creates a baseline snapshot via Apify enrichment, then detects when champions move to new companies. Scores new companies on a 0-4 ICP fit scale. Outputs a downloadable CSV of movers with qualification verdicts.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"champion tracker track product champions for job changes and qualify their new companies against icp. takes a csv of known champions (with linkedin urls), creates a baseline snapshot via apify enrichment, then detects when champions move to new companies. scores new companies on a 0-4 icp fit scale. outputs a downloadable csv of movers with qualification verdicts. champion-tracker sales & ecommerce "},{"slug":"churn-risk-detector","kind":"skill","name":"Churn risk detector","tagline":"Scan support tickets, Slack channels, NPS scores, and usage patterns to flag accounts showing early churn indicators. Produces a weekly risk scorecard with severity tiers, root cause hypotheses, and suggested save plays per account. Designed for seed/Series A teams where the founder or a single CSM manages all accounts manually.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"support","deptName":"Customer support","task":"support/stop-churn","taskName":"Churn & renewals","hay":"churn risk detector scan support tickets, slack channels, nps scores, and usage patterns to flag accounts showing early churn indicators. produces a weekly risk scorecard with severity tiers, root cause hypotheses, and suggested save plays per account. designed for seed/series a teams where the founder or a single csm manages all accounts manually. churn-risk-detector business & ops "},{"slug":"cold-email-outreach","kind":"skill","name":"Cold email outreach","tagline":"End-to-end cold email outreach orchestration. Handles goal alignment, lead ingestion from any source (CSV, paste, CRM export, database), sequence design, email generation, campaign setup in the user's chosen outreach tool, and launch. Tool-agnostic — supports Smartlead (full MCP automation), Instantly, Lemlist, Apollo, or manual CSV export.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"cold email outreach end-to-end cold email outreach orchestration. handles goal alignment, lead ingestion from any source (csv, paste, crm export, database), sequence design, email generation, campaign setup in the user's chosen outreach tool, and launch. tool-agnostic — supports smartlead (full mcp automation), instantly, lemlist, apollo, or manual csv export. cold-email-outreach marketing "},{"slug":"community-signals","kind":"skill","name":"Community signals","tagline":"Extract leads from developer forums (Hacker News, Reddit) by detecting intent signals — alternative seeking, competitor pain, scaling challenges, DIY solutions, and migration intent. Scores users by intent strength and cross-platform presence.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"community signals extract leads from developer forums (hacker news, reddit) by detecting intent signals — alternative seeking, competitor pain, scaling challenges, diy solutions, and migration intent. scores users by intent strength and cross-platform presence. community-signals marketing "},{"slug":"company-contact-finder","kind":"skill","name":"Company contact finder","tagline":"Find decision-makers at a specific company using Apollo, Crustdata, Fiber, and PDL people search via Gooseworks MCP. Given a company name and target titles, returns a list of contacts with name, title, LinkedIn URL, and location.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"company contact finder find decision-makers at a specific company using apollo, crustdata, fiber, and pdl people search via gooseworks mcp. given a company name and target titles, returns a list of contacts with name, title, linkedin url, and location. company-contact-finder sales & ecommerce "},{"slug":"company-current-gtm-analysis","kind":"skill","name":"Company current gtm analysis","tagline":"Comprehensive GTM analysis of any target company. Researches what a company is currently doing across all go-to-market dimensions — content/blog, founder LinkedIn activity, SEO/traffic, hiring signals, social/community presence, customer acquisition channels, podcast appearances, review sites, competitive positioning, and partnerships. Produces a structured report identifying what's working, what's missing, and where white space exists for new strategies. Use before designing GTM strategies for a client or prospect.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"company current gtm analysis comprehensive gtm analysis of any target company. researches what a company is currently doing across all go-to-market dimensions — content/blog, founder linkedin activity, seo/traffic, hiring signals, social/community presence, customer acquisition channels, podcast appearances, review sites, competitive positioning, and partnerships. produces a structured report identifying what's working, what's missing, and where white space exists for new strategies. use before designing gtm strategies for a client or prospect. company-current-gtm-analysis marketing "},{"slug":"company-funding-search","kind":"skill","name":"Company funding search","tagline":"Find company funding history, investors, and investment details","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"company funding search find company funding history, investors, and investment details company-funding-search sales & ecommerce "},{"slug":"company-intel","kind":"skill","name":"Company Intelligence - Comprehensive Company Reports","tagline":"Full company intelligence report - overview, team, funding, products, news","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"company intelligence - comprehensive company reports full company intelligence report - overview, team, funding, products, news company-intel sales & ecommerce "},{"slug":"competitive-pricing-intel","kind":"skill","name":"Competitive pricing intel","tagline":"Monitor competitor pricing pages via live web scrape and Web Archive snapshots. Track plan changes, tier restructuring, new pricing models, and feature gating shifts. Produces a pricing comparison matrix and flags when a competitor changes packaging. Use when a product marketing team needs to stay current on competitive pricing or when preparing for a pricing change of their own.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"competitive pricing intel monitor competitor pricing pages via live web scrape and web archive snapshots. track plan changes, tier restructuring, new pricing models, and feature gating shifts. produces a pricing comparison matrix and flags when a competitor changes packaging. use when a product marketing team needs to stay current on competitive pricing or when preparing for a pricing change of their own. competitive-pricing-intel sales & ecommerce "},{"slug":"competitor-ad-intelligence","kind":"skill","name":"Competitor ad intelligence","tagline":"Scrape competitor ads from Meta, TikTok, Google, and LinkedIn ad libraries, analyze creative patterns (hooks, formats, CTAs), reverse-engineer landing page funnels, and produce a strategic teardown with vulnerability analysis and counter-play recommendations. Use when you need to understand the competitive ad landscape, find new creative directions, or identify weaknesses in a competitor's paid strategy.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor ad intelligence scrape competitor ads from meta, tiktok, google, and linkedin ad libraries, analyze creative patterns (hooks, formats, ctas), reverse-engineer landing page funnels, and produce a strategic teardown with vulnerability analysis and counter-play recommendations. use when you need to understand the competitive ad landscape, find new creative directions, or identify weaknesses in a competitor's paid strategy. competitor-ad-intelligence business & ops "},{"slug":"competitor-content-tracker","kind":"skill","name":"Competitor content tracker","tagline":"Monitor competitor content across blogs, LinkedIn, and Twitter/X on a recurring basis. Surfaces new posts, trending topics, and content gaps you can own. Chains blog-feed-monitor, linkedin-profile-post-scraper, and twitter-mention-tracker. Use when you want a weekly digest of what competitors are publishing and which topics are generating engagement.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor content tracker monitor competitor content across blogs, linkedin, and twitter/x on a recurring basis. surfaces new posts, trending topics, and content gaps you can own. chains blog-feed-monitor, linkedin-profile-post-scraper, and twitter-mention-tracker. use when you want a weekly digest of what competitors are publishing and which topics are generating engagement. competitor-content-tracker business & ops "},{"slug":"competitor-intel","kind":"skill","name":"Competitor Intelligence","tagline":"Competitor intelligence system. Research competitors across web, Reddit, Twitter/X, LinkedIn, and blogs. Build deep competitor profiles, monitor content and positioning changes, track what gets traction, and identify competitive gaps. Covers data collection, content tracking, and strategy analysis. Pure research skill — uses web search, web fetch, and optionally Apify for social scraping. No scripts required.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor intelligence competitor intelligence system. research competitors across web, reddit, twitter/x, linkedin, and blogs. build deep competitor profiles, monitor content and positioning changes, track what gets traction, and identify competitive gaps. covers data collection, content tracking, and strategy analysis. pure research skill — uses web search, web fetch, and optionally apify for social scraping. no scripts required. competitor-intel business & ops "},{"slug":"competitor-monitoring-system","kind":"skill","name":"Competitor monitoring system","tagline":"Set up and run ongoing competitive intelligence monitoring for a client. Tracks competitor content, ads, reviews, social, and product moves.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor monitoring system set up and run ongoing competitive intelligence monitoring for a client. tracks competitor content, ads, reviews, social, and product moves. competitor-monitoring-system business & ops "},{"slug":"competitor-post-engagers","kind":"skill","name":"Competitor post engagers","tagline":"Find leads by scraping engagers from a competitor's top LinkedIn posts. Given one or more company page URLs, scrapes recent posts, ranks by engagement, selects the top N, extracts all reactors and commenters, ICP-classifies, and exports CSV. Use when someone wants to \"find leads engaging with competitor content\" or \"scrape people who interact with [company]'s LinkedIn posts\".","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor post engagers find leads by scraping engagers from a competitor's top linkedin posts. given one or more company page urls, scrapes recent posts, ranks by engagement, selects the top n, extracts all reactors and commenters, icp-classifies, and exports csv. use when someone wants to \"find leads engaging with competitor content\" or \"scrape people who interact with [company]'s linkedin posts\". competitor-post-engagers business & ops "},{"slug":"competitor-research","kind":"skill","name":"Competitor Research - Comprehensive Intelligence","tagline":"Research competitors - products, pricing, team, funding, and strategy","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor research - comprehensive intelligence research competitors - products, pricing, team, funding, and strategy competitor-research business & ops "},{"slug":"competitor-signals","kind":"skill","name":"Competitor signals","tagline":"Extract leads from competitor product activity — Product Hunt commenters/upvoters, HN posts about competitors, case studies, testimonials, tech press, and switching signals. Detects people actively switching from competitors as highest-priority leads.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor signals extract leads from competitor product activity — product hunt commenters/upvoters, hn posts about competitors, case studies, testimonials, tech press, and switching signals. detects people actively switching from competitors as highest-priority leads. competitor-signals business & ops "},{"slug":"comprehensive-enrichment","kind":"skill","name":"Comprehensive Enrichment — Person & Company","tagline":"Enrich any person or company from any identifier — email, name, LinkedIn URL, domain, company name, Twitter/X handle. Use when asked to enrich, look up, or research a lead, contact, person, or company.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"comprehensive enrichment — person & company enrich any person or company from any identifier — email, name, linkedin url, domain, company name, twitter/x handle. use when asked to enrich, look up, or research a lead, contact, person, or company. comprehensive-enrichment sales & ecommerce "},{"slug":"conference-speaker-scraper","kind":"skill","name":"Conference speaker scraper","tagline":"Extract speaker names, titles, companies, and bios from conference websites. Supports direct HTML scraping and Apify web scraper fallback for JS-heavy sites. Use for pre-event research and outreach targeting.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"conference speaker scraper extract speaker names, titles, companies, and bios from conference websites. supports direct html scraping and apify web scraper fallback for js-heavy sites. use for pre-event research and outreach targeting. conference-speaker-scraper sales & ecommerce "},{"slug":"contact-cache","kind":"skill","name":"Contact cache","tagline":"Track all identified/contacted people across strategies. CSV-backed contact database with dedup by LinkedIn URL or email. Prevents duplicate outreach when running strategies on a recurring cadence.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"contact cache track all identified/contacted people across strategies. csv-backed contact database with dedup by linkedin url or email. prevents duplicate outreach when running strategies on a recurring cadence. contact-cache sales & ecommerce "},{"slug":"contact-finder-contactout","kind":"skill","name":"ContactOut","tagline":"Find emails, phone numbers, and enrich profiles using ContactOut. LinkedIn enrichment, people search, company enrichment, and batch operations.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"contactout find emails, phone numbers, and enrich profiles using contactout. linkedin enrichment, people search, company enrichment, and batch operations. contact-finder-contactout sales & ecommerce "},{"slug":"content-asset-creator","kind":"skill","name":"Content asset creator","tagline":"Creates beautiful, branded HTML content assets — industry reports, landing pages, comparison sheets, one-pagers — from structured data. Uses Gamma API (preferred), v0.dev Platform API, or a self-hosted HTML template system with Tailwind CSS. Outputs self-contained HTML files that can be hosted as web pages or converted to PDF.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"content asset creator creates beautiful, branded html content assets — industry reports, landing pages, comparison sheets, one-pagers — from structured data. uses gamma api (preferred), v0.dev platform api, or a self-hosted html template system with tailwind css. outputs self-contained html files that can be hosted as web pages or converted to pdf. content-asset-creator coding "},{"slug":"content-brief-factory","kind":"skill","name":"Content brief factory","tagline":"Generate detailed, differentiated content briefs at scale. Each brief includes SERP analysis, competing page breakdown, unique angles from real customer language (reviews, Reddit), internal linking plan, and SERP feature targets. Batch mode produces 10-50 briefs in one run. Crushes generic \"keyword density\" briefs from tools like Surfer or Clearscope.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"content brief factory generate detailed, differentiated content briefs at scale. each brief includes serp analysis, competing page breakdown, unique angles from real customer language (reviews, reddit), internal linking plan, and serp feature targets. batch mode produces 10-50 briefs in one run. crushes generic \"keyword density\" briefs from tools like surfer or clearscope. content-brief-factory marketing "},{"slug":"create-dashboard","kind":"skill","name":"Create dashboard","tagline":"Create a custom web dashboard (React + Vite + Express) inside your sandbox to visualize the agent's Turso database. The dashboard is served on port 3847 and the user sees it live in the \"App\" tab in Gooseworks. Use when the user asks for a dashboard, visualization, chart, metric view, or any custom UI powered by their agent's data.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"create dashboard create a custom web dashboard (react + vite + express) inside your sandbox to visualize the agent's turso database. the dashboard is served on port 3847 and the user sees it live in the \"app\" tab in gooseworks. use when the user asks for a dashboard, visualization, chart, metric view, or any custom ui powered by their agent's data. create-dashboard data & ai "},{"slug":"goose-graphics-create-format","kind":"skill","name":"Create Goose Graphics Format","tagline":"Creates a new graphics format spec (custom canvas dimensions + content rules) and publishes it to the Gooseworks library so any agent can render against it. Use when the existing community formats (carousel, story, infographic, slides, poster, chart, tweet, plus community additions) don't fit the user's canvas — e.g., LinkedIn banner 1584×396, story cover 1080×1920, event flyer 8.5×11in. Mirrors goose-graphics-create-style but for formats.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"create goose graphics format creates a new graphics format spec (custom canvas dimensions + content rules) and publishes it to the gooseworks library so any agent can render against it. use when the existing community formats (carousel, story, infographic, slides, poster, chart, tweet, plus community additions) don't fit the user's canvas — e.g., linkedin banner 1584×396, story cover 1080×1920, event flyer 8.5×11in. mirrors goose-graphics-create-style but for formats. goose-graphics-create-format design & ui "},{"slug":"goose-graphics-create-style","kind":"skill","name":"Create Goose Graphics Style","tagline":"End-to-end skill that turns a single reference image into a published Gooseworks style — analyzes the image, drafts the slim style spec, renders a hero example plus 2-3 additional formats via Playwright, writes the `gooseworks-style.json` manifest, and publishes via `npx gooseworks styles publish` so other agents can discover it. Mirrors goose-graphics-create-format but for styles.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"create goose graphics style end-to-end skill that turns a single reference image into a published gooseworks style — analyzes the image, drafts the slim style spec, renders a hero example plus 2-3 additional formats via playwright, writes the `gooseworks-style.json` manifest, and publishes via `npx gooseworks styles publish` so other agents can discover it. mirrors goose-graphics-create-format but for styles. goose-graphics-create-style creator "},{"slug":"create-linkedin-content","kind":"skill","name":"Create linkedin content","tagline":"Draft voice-tuned LinkedIn post variants from a free-form brief. Reads a personal voice guide (generated via generate-voice-guide), produces 2–5 variants with distinct framings, applies LinkedIn-specific defaults (arrow bullets, \"why this matters\" beat, 150–500 words), and self-checks against the voice guide's banned phrases before returning.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"create linkedin content draft voice-tuned linkedin post variants from a free-form brief. reads a personal voice guide (generated via generate-voice-guide), produces 2–5 variants with distinct framings, applies linkedin-specific defaults (arrow bullets, \"why this matters\" beat, 150–500 words), and self-checks against the voice guide's banned phrases before returning. create-linkedin-content marketing "},{"slug":"create-x-content","kind":"skill","name":"Create x content","tagline":"Draft voice-tuned X (Twitter) post variants from a free-form brief. Reads a personal voice guide (generated via generate-voice-guide), produces 2–5 variants with distinct framings (simple-howto, problem-first, hype, mechanism-breakdown, etc.), and self-checks against the voice guide's banned phrases before returning.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"create x content draft voice-tuned x (twitter) post variants from a free-form brief. reads a personal voice guide (generated via generate-voice-guide), produces 2–5 variants with distinct framings (simple-howto, problem-first, hype, mechanism-breakdown, etc.), and self-checks against the voice guide's banned phrases before returning. create-x-content marketing "},{"slug":"customer-discovery","kind":"skill","name":"Customer discovery","tagline":"Discover all customers of a given company by scanning websites, case studies, review sites, press, social media, job postings, and more. Use when you need competitive intelligence on who a company sells to.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"customer discovery discover all customers of a given company by scanning websites, case studies, review sites, press, social media, job postings, and more. use when you need competitive intelligence on who a company sells to. customer-discovery sales & ecommerce "},{"slug":"customer-story-builder","kind":"skill","name":"Customer story builder","tagline":"Take raw customer inputs — interview transcripts, survey responses, Slack quotes, support tickets, review excerpts — and generate a structured case study draft with problem/solution/result narrative, pull-quotes, metric callouts, and multi-format outputs (full case study, one-pager, social proof snippet, sales deck slide). Pure reasoning skill. Use when a product marketing team has customer signal but no time to write the story.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"customer story builder take raw customer inputs — interview transcripts, survey responses, slack quotes, support tickets, review excerpts — and generate a structured case study draft with problem/solution/result narrative, pull-quotes, metric callouts, and multi-format outputs (full case study, one-pager, social proof snippet, sales deck slide). pure reasoning skill. use when a product marketing team has customer signal but no time to write the story. customer-story-builder sales & ecommerce "},{"slug":"customer-win-back-sequencer","kind":"skill","name":"Customer win back sequencer","tagline":"For churned accounts, research what has changed since they left — new funding, team growth, competitor dissatisfaction, product updates that address their pain — then assess re-engagement potential and generate a personalized win-back email sequence with timing recommendations. Chains web research and LinkedIn monitoring with email sequence generation.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"support","deptName":"Customer support","task":"support/stop-churn","taskName":"Churn & renewals","hay":"customer win back sequencer for churned accounts, research what has changed since they left — new funding, team growth, competitor dissatisfaction, product updates that address their pain — then assess re-engagement potential and generate a personalized win-back email sequence with timing recommendations. chains web research and linkedin monitoring with email sequence generation. customer-win-back-sequencer business & ops "},{"slug":"demo-builder","kind":"skill","name":"Demo builder","tagline":"Builds personalized demo assets for top prospects using the founder's product API/MCP/SDK. Researches prospect, proposes demo concepts, builds working prototype, tests it, and generates comparison report with live demo link.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"demo builder builds personalized demo assets for top prospects using the founder's product api/mcp/sdk. researches prospect, proposes demo concepts, builds working prototype, tests it, and generates comparison report with live demo link. demo-builder coding "},{"slug":"identity-verification-didit","kind":"skill","name":"Didit - Identity Verification API","tagline":"Identity verification via phone/email OTP and AML screening using Didit API","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"didit - identity verification api identity verification via phone/email otp and aml screening using didit api identity-verification-didit coding "},{"slug":"disqualification-handling","kind":"skill","name":"Disqualification handling","tagline":"Handles disqualified and near-miss inbound leads gracefully. Drafts polite rejection emails, referral requests (right company wrong person), and nurture routing (future fit). Ensures no inbound lead gets ignored and every disqualification preserves the relationship. Tool-agnostic.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"disqualification handling handles disqualified and near-miss inbound leads gracefully. drafts polite rejection emails, referral requests (right company wrong person), and nurture routing (future fit). ensures no inbound lead gets ignored and every disqualification preserves the relationship. tool-agnostic. disqualification-handling sales & ecommerce "},{"slug":"prediction-markets-dome","kind":"skill","name":"Dome - Prediction Markets API","tagline":"Prediction markets data - Polymarket, Kalshi markets, prices, positions, and trades","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"dome - prediction markets api prediction markets data - polymarket, kalshi markets, prices, positions, and trades prediction-markets-dome coding "},{"slug":"ebay-search","kind":"skill","name":"Ebay search","tagline":"Search eBay listings - find items, auctions, deals, and compare prices","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"ebay search search ebay listings - find items, auctions, deals, and compare prices ebay-search sales & ecommerce "},{"slug":"email-campaign","kind":"skill","name":"Email Campaign - Build Verified Email Lists","tagline":"Build email campaigns - find emails, verify them, and prepare outreach","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"email campaign - build verified email lists build email campaigns - find emails, verify them, and prepare outreach email-campaign marketing "},{"slug":"email-drafting","kind":"skill","name":"Email drafting","tagline":"Write high-converting cold emails using structured frameworks, personalization tiers, and patterns from real campaigns. Pure reasoning skill — no scripts. Auto-loads when any task requires outreach copy.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"email drafting write high-converting cold emails using structured frameworks, personalization tiers, and patterns from real campaigns. pure reasoning skill — no scripts. auto-loads when any task requires outreach copy. email-drafting sales & ecommerce "},{"slug":"verify-email","kind":"skill","name":"Email Verification","tagline":"Verify if an email address is valid and deliverable","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"email verification verify if an email address is valid and deliverable verify-email sales & ecommerce "},{"slug":"event-prospecting-pipeline","kind":"skill","name":"Event prospecting pipeline","tagline":"Find attendees at conferences/events, research their companies, qualify against ICP, and launch outreach","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"event prospecting pipeline find attendees at conferences/events, research their companies, qualify against icp, and launch outreach event-prospecting-pipeline sales & ecommerce "},{"slug":"event-signals","kind":"skill","name":"Event signals","tagline":"Extract leads from conferences, meetups, hackathons, and podcasts by analyzing speaker lists, sponsor lists, hackathon entries, and podcast guests. Discovers events via Sessionize, Confs.tech, Meetup, Luma, ListenNotes, and Devpost. Looks back 90 days and forward 180 days.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"event signals extract leads from conferences, meetups, hackathons, and podcasts by analyzing speaker lists, sponsor lists, hackathon entries, and podcast guests. discovers events via sessionize, confs.tech, meetup, luma, listennotes, and devpost. looks back 90 days and forward 180 days. event-signals coding "},{"slug":"web-search-exa","kind":"skill","name":"Exa - Neural Web Search & Research","tagline":"Neural web search - find similar content, extract pages, and run deep research","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"exa - neural web search & research neural web search - find similar content, extract pages, and run deep research web-search-exa data & ai "},{"slug":"expansion-signal-spotter","kind":"skill","name":"Expansion signal spotter","tagline":"Monitor existing customer accounts for upsell and cross-sell signals: team growth on LinkedIn, new job postings, product usage patterns, funding announcements, and public company news. Produces a weekly expansion opportunity list with context and talk tracks. Chains web search, LinkedIn profile monitoring, and job posting detection.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/spot-buying-signals","taskName":"Buying signals","hay":"expansion signal spotter monitor existing customer accounts for upsell and cross-sell signals: team growth on linkedin, new job postings, product usage patterns, funding announcements, and public company news. produces a weekly expansion opportunity list with context and talk tracks. chains web search, linkedin profile monitoring, and job posting detection. expansion-signal-spotter sales & ecommerce "},{"slug":"extract-webpage-data","kind":"skill","name":"Extract webpage data","tagline":"Extract structured data from web pages using AI","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"data","deptName":"Data & analytics","task":"data/scrape-web","taskName":"Scraping & extraction","hay":"extract webpage data extract structured data from web pages using ai extract-webpage-data data & ai "},{"slug":"feature-launch-playbook","kind":"skill","name":"Feature launch playbook","tagline":"Take a new feature or product update and generate the full launch kit: changelog entry, email announcement, LinkedIn post variants, in-app banner text, Twitter/X thread, and internal sales enablement one-pager. Pure reasoning skill that chains product context with audience-specific copy generation. Use when a product marketing team needs to turn a feature spec into launch-ready assets fast.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"feature launch playbook take a new feature or product update and generate the full launch kit: changelog entry, email announcement, linkedin post variants, in-app banner text, twitter/x thread, and internal sales enablement one-pager. pure reasoning skill that chains product context with audience-specific copy generation. use when a product marketing team needs to turn a feature spec into launch-ready assets fast. feature-launch-playbook business & ops "},{"slug":"people-company-search-fiber","kind":"skill","name":"Fiber AI - People & Company Intelligence","tagline":"People, company, investor, and job search with LinkedIn data enrichment","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"fiber ai - people & company intelligence people, company, investor, and job search with linkedin data enrichment people-company-search-fiber sales & ecommerce "},{"slug":"find-email-by-name","kind":"skill","name":"Find email by name","tagline":"Find someone's email address given their name and company","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"find email by name find someone's email address given their name and company find-email-by-name sales & ecommerce "},{"slug":"find-skill","kind":"skill","name":"Find skill","tagline":"Find and install skills from the Orthogonal skill library. Use when you need capabilities you don't have, want to discover available skills, or need to add new tools to your agent.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"find skill find and install skills from the orthogonal skill library. use when you need capabilities you don't have, want to discover available skills, or need to add new tools to your agent. find-skill infrastructure & ops "},{"slug":"find-twitter-influencers","kind":"skill","name":"Find twitter influencers","tagline":"Find Twitter/X influencers to promote a product or brand. Use when asked to find influencers, discover Twitter accounts for partnerships, identify creators in a niche, or build an influencer outreach list.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"find twitter influencers find twitter/x influencers to promote a product or brand. use when asked to find influencers, discover twitter accounts for partnerships, identify creators in a niche, or build an influencer outreach list. find-twitter-influencers marketing "},{"slug":"create-html-slides","kind":"skill","name":"Frontend Slides Skill","tagline":"Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choices.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"frontend slides skill create stunning, animation-rich html presentations from scratch or by converting powerpoint files. use when the user wants to build a presentation, convert a ppt/pptx to web, or create slides for a talk/pitch. helps non-designers discover their aesthetic through visual exploration rather than abstract choices. create-html-slides coding "},{"slug":"funding-signal-monitor","kind":"skill","name":"Funding signal monitor","tagline":"Monitor web sources for Series A-C funding announcements. Aggregates signals from TechCrunch, Crunchbase (via web search), Twitter, Hacker News, and LinkedIn. Filters by stage, amount, and industry. Returns qualified recently-funded companies ready for outreach.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/spot-buying-signals","taskName":"Buying signals","hay":"funding signal monitor monitor web sources for series a-c funding announcements. aggregates signals from techcrunch, crunchbase (via web search), twitter, hacker news, and linkedin. filters by stage, amount, and industry. returns qualified recently-funded companies ready for outreach. funding-signal-monitor sales & ecommerce "},{"slug":"funding-signal-outreach","kind":"skill","name":"Funding signal outreach","tagline":"End-to-end funding signal composite. Takes any set of companies, detects recent funding events, qualifies against your company context, finds relevant people (buyers, champions, users), and drafts personalized outreach. Tool-agnostic — works with any company source, contact finder, and outreach platform.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/spot-buying-signals","taskName":"Buying signals","hay":"funding signal outreach end-to-end funding signal composite. takes any set of companies, detects recent funding events, qualifies against your company context, finds relevant people (buyers, champions, users), and drafts personalized outreach. tool-agnostic — works with any company source, contact finder, and outreach platform. funding-signal-outreach sales & ecommerce "},{"slug":"generate-voice-guide","kind":"skill","name":"Generate voice guide","tagline":"Generate a personal voice guide for X (Twitter) and/or LinkedIn by scanning a user's past posts and iteratively refining with sample-and-feedback loops. Produces a structured markdown voice guide that sibling skills (create-x-content, create-linkedin-content) consume to draft in-voice posts. Different from brand-voice-extractor, which analyses company blogs/landing pages — this skill is for personal social voice.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"generate voice guide generate a personal voice guide for x (twitter) and/or linkedin by scanning a user's past posts and iteratively refining with sample-and-feedback loops. produces a structured markdown voice guide that sibling skills (create-x-content, create-linkedin-content) consume to draft in-voice posts. different from brand-voice-extractor, which analyses company blogs/landing pages — this skill is for personal social voice. generate-voice-guide marketing "},{"slug":"get-brand-assets","kind":"skill","name":"Get brand assets","tagline":"Get company logos, brand colors, fonts, and style guides","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"get brand assets get company logos, brand colors, fonts, and style guides get-brand-assets sales & ecommerce "},{"slug":"get-qualified-leads-from-luma","kind":"skill","name":"Get Qualified Leads from Luma Events","tagline":"End-to-end lead prospecting from Luma events. Searches Luma for events by topic and location, extracts all attendees/hosts, qualifies them against a qualification prompt, outputs results to a Google Sheet, and sends a Slack alert with top leads. Use this skill whenever someone wants to find qualified leads from events, prospect event attendees, or run an event-based lead gen workflow. Also triggers for \"find people at events and qualify them\" or who's attending X events that matches our ICP.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"get qualified leads from luma events end-to-end lead prospecting from luma events. searches luma for events by topic and location, extracts all attendees/hosts, qualifies them against a qualification prompt, outputs results to a google sheet, and sends a slack alert with top leads. use this skill whenever someone wants to find qualified leads from events, prospect event attendees, or run an event-based lead gen workflow. also triggers for \"find people at events and qualify them\" or who's attending x events that matches our icp. get-qualified-leads-from-luma sales & ecommerce "},{"slug":"github-repo-signals","kind":"skill","name":"GitHub Repository Signals","tagline":"Extract and score leads from GitHub repositories by analyzing stars, forks, issues, PRs, comments, and contributions. Produces unified multi-repo CSV with deduplicated user profiles. No paid API credits required.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"github repository signals extract and score leads from github repositories by analyzing stars, forks, issues, prs, comments, and contributions. produces unified multi-repo csv with deduplicated user profiles. no paid api credits required. github-repo-signals sales & ecommerce "},{"slug":"google-ad-scraper","kind":"skill","name":"Google Ads Scraper","tagline":"Scrape competitor ads from Google Ads by domain. Returns ad creatives, formats, and campaign details. Use for competitive ad research and messaging analysis.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/run-search-ads","taskName":"Search ads","hay":"google ads scraper scrape competitor ads from google ads by domain. returns ad creatives, formats, and campaign details. use for competitive ad research and messaging analysis. google-ad-scraper marketing "},{"slug":"google-search-ads-builder","kind":"skill","name":"Google search ads builder","tagline":"End-to-end Google Search Ads campaign builder. Performs deep keyword research (competitor SEO, review language mining, Reddit/HN community terminology, site audit), builds keyword architecture with funnel mapping and intent classification, creates ad group structure, generates headline/description variants, builds negative keyword lists, recommends bid strategy, and exports a campaign-ready CSV for Google Ads Editor import.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/run-search-ads","taskName":"Search ads","hay":"google search ads builder end-to-end google search ads campaign builder. performs deep keyword research (competitor seo, review language mining, reddit/hn community terminology, site audit), builds keyword architecture with funnel mapping and intent classification, creates ad group structure, generates headline/description variants, builds negative keyword lists, recommends bid strategy, and exports a campaign-ready csv for google ads editor import. google-search-ads-builder marketing "},{"slug":"goose-graphics","kind":"skill","name":"Goose graphics","tagline":"Portable visual skill pack for the Agent Skills ecosystem (Claude Code, Claude Desktop, Claude Cowork, Claude Design, Goose, Cursor, Codex). Discovers community-published styles + formats via the gooseworks CLI, runs an extract-style workflow on reference images, and exports rendered PNGs via Playwright.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"goose graphics portable visual skill pack for the agent skills ecosystem (claude code, claude desktop, claude cowork, claude design, goose, cursor, codex). discovers community-published styles + formats via the gooseworks cli, runs an extract-style workflow on reference images, and exports rendered pngs via playwright. goose-graphics creator "},{"slug":"gtm-enrichment-deep","kind":"skill","name":"GTM Enrichment — Deep (Sixtyfour AI Agent)","tagline":"AI-agent-powered lead enrichment using Sixtyfour as primary source. Takes an email (+ optional name) and returns comprehensive person + company data with funding, AI/B2B classification, and full error visibility. Higher cost (~$0.20/lead) but simpler architecture.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"gtm enrichment — deep (sixtyfour ai agent) ai-agent-powered lead enrichment using sixtyfour as primary source. takes an email (+ optional name) and returns comprehensive person + company data with funding, ai/b2b classification, and full error visibility. higher cost (~$0.20/lead) but simpler architecture. gtm-enrichment-deep sales & ecommerce "},{"slug":"gtm-enrichment-smart","kind":"skill","name":"GTM Enrichment — Smart (Multi-Provider Waterfall)","tagline":"Multi-provider waterfall lead enrichment. Takes an email (+ optional name) and returns person + company data by cross-referencing cheap APIs first, using expensive AI agents only as fallback. Cost-efficient (~$0.04-$0.10/lead) with confidence scoring and full error visibility.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"gtm enrichment — smart (multi-provider waterfall) multi-provider waterfall lead enrichment. takes an email (+ optional name) and returns person + company data by cross-referencing cheap apis first, using expensive ai agents only as fallback. cost-efficient (~$0.04-$0.10/lead) with confidence scoring and full error visibility. gtm-enrichment-smart sales & ecommerce "},{"slug":"hacker-news-scraper","kind":"skill","name":"Hacker news scraper","tagline":"Search Hacker News stories and comments using the free Algolia API. No Apify token needed. Use when you need to find HN discussions, track mentions, discover Show HN launches, or monitor tech community sentiment.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"hacker news scraper search hacker news stories and comments using the free algolia api. no apify token needed. use when you need to find hn discussions, track mentions, discover show hn launches, or monitor tech community sentiment. hacker-news-scraper sales & ecommerce "},{"slug":"help-center-article-generator","kind":"skill","name":"Help center article generator","tagline":"Take support ticket clusters, FAQ patterns, product documentation, or feature specs and generate structured help center articles with step-by-step instructions, screenshot placeholders, troubleshooting sections, and related article links. Batch mode generates multiple articles from a ticket export. Pure reasoning skill.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"help center article generator take support ticket clusters, faq patterns, product documentation, or feature specs and generate structured help center articles with step-by-step instructions, screenshot placeholders, troubleshooting sections, and related article links. batch mode generates multiple articles from a ticket export. pure reasoning skill. help-center-article-generator creator "},{"slug":"hiring-signal-outreach","kind":"skill","name":"Hiring signal outreach","tagline":"End-to-end hiring signal composite. Takes any set of companies, detects job postings that your product augments or replaces, finds relevant people (the hiring manager, buyers, champions, users), and drafts personalized outreach using the job role as the hook. Tool-agnostic — works with any company source, job board, contact finder, and outreach platform.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"people","deptName":"People & hiring","task":"people/hire","taskName":"Hiring","hay":"hiring signal outreach end-to-end hiring signal composite. takes any set of companies, detects job postings that your product augments or replaces, finds relevant people (the hiring manager, buyers, champions, users), and drafts personalized outreach using the job role as the hook. tool-agnostic — works with any company source, job board, contact finder, and outreach platform. hiring-signal-outreach business & ops "},{"slug":"email-finder-hunter","kind":"skill","name":"Hunter - Email Intelligence","tagline":"Email finder and verifier - find emails, verify deliverability, discover companies","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"hunter - email intelligence email finder and verifier - find emails, verify deliverability, discover companies email-finder-hunter sales & ecommerce "},{"slug":"icp-identification","kind":"skill","name":"Icp identification","tagline":"Research a company or idea, define the Ideal Customer Profile, and route to the right next step — either mapping the TAM or finding leads/prospects directly. The entry point for any \"find me leads\", \"map my market\", or \"who should I sell to\" request. Auto-loads when a user provides a company URL or idea and asks for leads or market mapping.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"icp identification research a company or idea, define the ideal customer profile, and route to the right next step — either mapping the tam or finding leads/prospects directly. the entry point for any \"find me leads\", \"map my market\", or \"who should i sell to\" request. auto-loads when a user provides a company url or idea and asks for leads or market mapping. icp-identification sales & ecommerce "},{"slug":"buyer-persona-generator","kind":"skill","name":"ICP Persona Builder","tagline":"Research a company's ideal customer profiles and build detailed synthetic buyer personas. Identifies 4-6 distinct buyer segments through web research, then creates rich, realistic personas with demographics, motivations, skepticism profiles, decision criteria, and language patterns. Use when you need to understand who your buyers are at a deep level — their motivations, objections, and how they evaluate solutions.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"icp persona builder research a company's ideal customer profiles and build detailed synthetic buyer personas. identifies 4-6 distinct buyer segments through web research, then creates rich, realistic personas with demographics, motivations, skepticism profiles, decision criteria, and language patterns. use when you need to understand who your buyers are at a deep level — their motivations, objections, and how they evaluate solutions. buyer-persona-generator sales & ecommerce "},{"slug":"icp-website-audit","kind":"skill","name":"Icp website audit","tagline":"End-to-end website audit through ICP eyes. Builds synthetic personas (if they don't already exist), runs a structured scorecard review of the client's site, then runs a head-to-head competitive comparison against top competitors. Produces a single consolidated report with persona feedback, competitive positioning, and prioritized recommendations. The complete \"how do our buyers actually experience our site vs the competition?\" workflow.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"icp website audit end-to-end website audit through icp eyes. builds synthetic personas (if they don't already exist), runs a structured scorecard review of the client's site, then runs a head-to-head competitive comparison against top competitors. produces a single consolidated report with persona feedback, competitive positioning, and prioritized recommendations. the complete \"how do our buyers actually experience our site vs the competition?\" workflow. icp-website-audit sales & ecommerce "},{"slug":"icp-website-review","kind":"skill","name":"Icp website review","tagline":"Evaluate a website, landing page, content, or any online asset through the eyes of pre-built synthetic ICP personas. Loads personas from buyer-persona-generator output, then runs them against target URLs. Supports three modes: structured scorecard, freeform focus group, and head-to-head competitive comparison. Reusable — run against the same site after changes, or against new content anytime.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"icp website review evaluate a website, landing page, content, or any online asset through the eyes of pre-built synthetic icp personas. loads personas from buyer-persona-generator output, then runs them against target urls. supports three modes: structured scorecard, freeform focus group, and head-to-head competitive comparison. reusable — run against the same site after changes, or against new content anytime. icp-website-review sales & ecommerce "},{"slug":"image-analyzer","kind":"skill","name":"Image Analyzer - AI Image Analysis","tagline":"Analyze images with AI - extract text, describe content, detect objects","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"image analyzer - ai image analysis analyze images with ai - extract text, describe content, detect objects image-analyzer data & ai "},{"slug":"inbound-lead-enrichment","kind":"skill","name":"Inbound lead enrichment","tagline":"Fills in missing data for inbound leads — researches the company, identifies the person's role and seniority, finds other stakeholders at the company, checks for existing CRM relationships, and updates the lead record. Produces enriched lead data ready for qualification or outreach. Tool-agnostic.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"inbound lead enrichment fills in missing data for inbound leads — researches the company, identifies the person's role and seniority, finds other stakeholders at the company, checks for existing crm relationships, and updates the lead record. produces enriched lead data ready for qualification or outreach. tool-agnostic. inbound-lead-enrichment sales & ecommerce "},{"slug":"inbound-lead-qualification","kind":"skill","name":"Inbound lead qualification","tagline":"Qualifies inbound leads against full ICP criteria — company size, industry, use case fit, role/seniority of the person. Checks CRM and existing customer base for duplicates and existing relationships. Outputs a scored CSV with qualification status, reasoning, and pipeline overlap flags. Tool-agnostic — works with any CRM, enrichment tool, or data source.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"inbound lead qualification qualifies inbound leads against full icp criteria — company size, industry, use case fit, role/seniority of the person. checks crm and existing customer base for duplicates and existing relationships. outputs a scored csv with qualification status, reasoning, and pipeline overlap flags. tool-agnostic — works with any crm, enrichment tool, or data source. inbound-lead-qualification sales & ecommerce "},{"slug":"inbound-lead-triage","kind":"skill","name":"Inbound lead triage","tagline":"Triages all inbound leads from a given period — demo requests, free trial signups, content downloads, webinar registrations, chatbot conversations. Classifies by urgency, qualifies against ICP, enriches with context, and produces a prioritized action queue with recommended response for each lead. Tool-agnostic — works with any CRM, form tool, or lead source.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"inbound lead triage triages all inbound leads from a given period — demo requests, free trial signups, content downloads, webinar registrations, chatbot conversations. classifies by urgency, qualifies against icp, enriches with context, and produces a prioritized action queue with recommended response for each lead. tool-agnostic — works with any crm, form tool, or lead source. inbound-lead-triage sales & ecommerce "},{"slug":"instagram-scraper","kind":"skill","name":"Instagram scraper","tagline":"Get Instagram profiles, posts, and reels","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"instagram scraper get instagram profiles, posts, and reels instagram-scraper marketing "},{"slug":"investor-call-prep","kind":"skill","name":"Investor call prep","tagline":"Prepare for investor calls by pulling upcoming meetings from Google Calendar, deeply researching each investor and their firm (website scraping, portfolio analysis, thesis extraction), checking for competitor conflicts, and outputting an honest prep sheet with compatibility assessments. Use when asked to prep for investor meetings, fundraising calls, VC meetings, or demo day.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"investor call prep prepare for investor calls by pulling upcoming meetings from google calendar, deeply researching each investor and their firm (website scraping, portfolio analysis, thesis extraction), checking for competitor conflicts, and outputting an honest prep sheet with compatibility assessments. use when asked to prep for investor meetings, fundraising calls, vc meetings, or demo day. investor-call-prep business & ops "},{"slug":"investor-research","kind":"skill","name":"Investor Research - Find and Research Investors","tagline":"Research VCs, angels, and investors - portfolio, thesis, contact info","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"investor research - find and research investors research vcs, angels, and investors - portfolio, thesis, contact info investor-research sales & ecommerce "},{"slug":"web-search-jina","kind":"skill","name":"Jina Search - Web Search API","tagline":"Jina Search - fast web search returning SERP results","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"jina search - web search api jina search - fast web search returning serp results web-search-jina coding "},{"slug":"job-posting-intent","kind":"skill","name":"Job Posting Intent Detection","tagline":"Detect buying intent from job postings. When a company posts a job in your problem area, they've allocated budget and are actively thinking about the problem. This skill finds those companies, qualifies them, extracts personalization context, and outputs everything to a Google Sheet. Does NOT do outreach — just delivers qualified leads with reasoning.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/spot-buying-signals","taskName":"Buying signals","hay":"job posting intent detection detect buying intent from job postings. when a company posts a job in your problem area, they've allocated budget and are actively thinking about the problem. this skill finds those companies, qualifies them, extracts personalization context, and outputs everything to a google sheet. does not do outreach — just delivers qualified leads with reasoning. job-posting-intent sales & ecommerce "},{"slug":"job-scraper","kind":"skill","name":"Job scraper","tagline":"Search for job postings across LinkedIn and Indeed. Use when users want to find open roles, monitor hiring signals, identify companies hiring for specific positions, or research competitor hiring activity. Returns job title, company, location, salary, description, seniority level, and direct apply URLs. No login or cookies required.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"job scraper search for job postings across linkedin and indeed. use when users want to find open roles, monitor hiring signals, identify companies hiring for specific positions, or research competitor hiring activity. returns job title, company, location, salary, description, seniority level, and direct apply urls. no login or cookies required. job-scraper business & ops "},{"slug":"job-search","kind":"skill","name":"Job Search - Find Your Next Role","tagline":"Search for jobs matching your skills, experience, and preferences","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"people","deptName":"People & hiring","task":"people/find-job","taskName":"Job hunting","hay":"job search - find your next role search for jobs matching your skills, experience, and preferences job-search business & ops "},{"slug":"kol-content-monitor","kind":"skill","name":"Kol content monitor","tagline":"Track what key opinion leaders (KOLs) in your space are posting on LinkedIn and Twitter/X. Surfaces trending narratives, high-engagement topics, and early signals of emerging conversations before they peak. Chains linkedin-profile-post-scraper and twitter-mention-tracker. Use when a marketing team wants to ride trends rather than create them from scratch, or when a founder wants to know which topics are resonating with their audience.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"kol content monitor track what key opinion leaders (kols) in your space are posting on linkedin and twitter/x. surfaces trending narratives, high-engagement topics, and early signals of emerging conversations before they peak. chains linkedin-profile-post-scraper and twitter-mention-tracker. use when a marketing team wants to ride trends rather than create them from scratch, or when a founder wants to know which topics are resonating with their audience. kol-content-monitor marketing "},{"slug":"kol-discovery","kind":"skill","name":"Kol discovery","tagline":"Find Key Opinion Leaders (KOLs) in a given domain by combining web research with LinkedIn post search. Given a company/idea and target domain, generates authority keywords, searches LinkedIn posts to find prolific authors with high engagement, and merges with web-researched influencers. Use when someone wants to \"find influencers in X space\" or \"who are the KOLs for Y industry.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"kol discovery find key opinion leaders (kols) in a given domain by combining web research with linkedin post search. given a company/idea and target domain, generates authority keywords, searches linkedin posts to find prolific authors with high engagement, and merges with web-researched influencers. use when someone wants to \"find influencers in x space\" or \"who are the kols for y industry. kol-discovery sales & ecommerce "},{"slug":"kol-engager-icp","kind":"skill","name":"Kol engager icp","tagline":"Find ICP-fit leads from KOL audiences on LinkedIn. Given a list of KOLs, scrapes their most relevant high-engagement post from the last 30 days, extracts engagers (reactors + commenters), pre-filters by position, enriches top profiles, and ICP-classifies. Cost-controlled: 1 post per KOL. Use when someone wants to \"find leads from KOL audiences\" or \"scrape engagers from influencer posts\" or after running kol-discovery.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"kol engager icp find icp-fit leads from kol audiences on linkedin. given a list of kols, scrapes their most relevant high-engagement post from the last 30 days, extracts engagers (reactors + commenters), pre-filters by position, enriches top profiles, and icp-classifies. cost-controlled: 1 post per kol. use when someone wants to \"find leads from kol audiences\" or \"scrape engagers from influencer posts\" or after running kol-discovery. kol-engager-icp sales & ecommerce "},{"slug":"landing-page-intel","kind":"skill","name":"Landing page intel","tagline":"Extract competitor and customer intelligence from any company's landing page HTML. Discovers tech stack, analytics tools, ad pixels, customer logos, SEO metadata, CTAs, hidden elements, and more. No API keys required.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"landing page intel extract competitor and customer intelligence from any company's landing page html. discovers tech stack, analytics tools, ad pixels, customer logos, seo metadata, ctas, hidden elements, and more. no api keys required. landing-page-intel marketing "},{"slug":"launch-meta-ad-campaign","kind":"skill","name":"Launch meta ad campaign","tagline":"Plan or safely create Meta/Facebook/Instagram campaigns through GooseWorks tools or a bundled direct Meta Marketing API adapter. Use automatically for requests to launch, run, create, publish, set up, or plan Meta ads; use reporting skills for analysis-only requests.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"launch meta ad campaign plan or safely create meta/facebook/instagram campaigns through gooseworks tools or a bundled direct meta marketing api adapter. use automatically for requests to launch, run, create, publish, set up, or plan meta ads; use reporting skills for analysis-only requests. launch-meta-ad-campaign business & ops "},{"slug":"launch-positioning-builder","kind":"skill","name":"Launch positioning builder","tagline":"Research competitors, analyze their messaging, and generate a positioning document with category definition, differentiation claims, value propositions, and proof points. Chains web research, competitor site analysis, and review mining to produce a positioning doc ready for website copy and sales deck use. Use when a product marketing team needs to define or refresh positioning ahead of a launch, rebrand, or competitive shift.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"launch positioning builder research competitors, analyze their messaging, and generate a positioning document with category definition, differentiation claims, value propositions, and proof points. chains web research, competitor site analysis, and review mining to produce a positioning doc ready for website copy and sales deck use. use when a product marketing team needs to define or refresh positioning ahead of a launch, rebrand, or competitive shift. launch-positioning-builder marketing "},{"slug":"lead-discovery","kind":"skill","name":"Lead Discovery — Orchestrator","tagline":"Orchestrator that runs first for lead generation requests. Gathers business context via website analysis or questions, identifies competitors, builds ICP, and routes to signal skills with pre-filled inputs.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"lead discovery — orchestrator orchestrator that runs first for lead generation requests. gathers business context via website analysis or questions, identifies competitors, builds icp, and routes to signal skills with pre-filled inputs. lead-discovery sales & ecommerce "},{"slug":"lead-enrichment","kind":"skill","name":"Lead Enrichment - Complete Contact Data","tagline":"Enrich leads with email, phone, company data using multiple data sources","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"lead enrichment - complete contact data enrich leads with email, phone, company data using multiple data sources lead-enrichment sales & ecommerce "},{"slug":"lead-qualification","kind":"skill","name":"Lead Qualification Engine","tagline":"Lead qualification engine with conversational intake. Asks structured questions to understand your qualification criteria, generates a reusable qualification prompt, then batch-enriches leads via Apify LinkedIn scraping and scores them with parallel processing. Outputs qualified/disqualified verdicts with confidence scores and reasoning to CSV or whatever output format the user prefers. Supports calibration mode for prompt refinement.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"lead qualification engine lead qualification engine with conversational intake. asks structured questions to understand your qualification criteria, generates a reusable qualification prompt, then batch-enriches leads via apify linkedin scraping and scores them with parallel processing. outputs qualified/disqualified verdicts with confidence scores and reasoning to csv or whatever output format the user prefers. supports calibration mode for prompt refinement. lead-qualification sales & ecommerce "},{"slug":"leadership-change-outreach","kind":"skill","name":"Leadership change outreach","tagline":"End-to-end leadership change signal composite. Takes any set of companies, detects recent leadership changes (new VP+, C-suite hires and promotions), evaluates relevance to your product, and drafts personalized outreach. Uses Apollo People Search (free) for fast detection + Apollo Enrichment (1 credit/person) for employment history, start dates, LinkedIn URLs, and verified emails.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"leadership change outreach end-to-end leadership change signal composite. takes any set of companies, detects recent leadership changes (new vp+, c-suite hires and promotions), evaluates relevance to your product, and drafts personalized outreach. uses apollo people search (free) for fast detection + apollo enrichment (1 credit/person) for employment history, start dates, linkedin urls, and verified emails. leadership-change-outreach sales & ecommerce "},{"slug":"create-html-carousel","kind":"skill","name":"LinkedIn Carousel Creator","tagline":"Create LinkedIn carousel posts as high-quality PNG images. Design informational multi-slide posts like \"5 AI GTM workflows\" with consistent styling, then automatically screenshot each slide at LinkedIn's optimal 1080x1080px format.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"linkedin carousel creator create linkedin carousel posts as high-quality png images. design informational multi-slide posts like \"5 ai gtm workflows\" with consistent styling, then automatically screenshot each slide at linkedin's optimal 1080x1080px format. create-html-carousel creator "},{"slug":"linkedin-commenter-extractor","kind":"skill","name":"Linkedin commenter extractor","tagline":"Extract commenters from LinkedIn posts via Apify. Returns commenter names, titles, LinkedIn profile URLs, and comment text. Use to find warm leads engaging with relevant discussions. No LinkedIn cookies required.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"linkedin commenter extractor extract commenters from linkedin posts via apify. returns commenter names, titles, linkedin profile urls, and comment text. use to find warm leads engaging with relevant discussions. no linkedin cookies required. linkedin-commenter-extractor sales & ecommerce "},{"slug":"linkedin-influencer-discovery","kind":"skill","name":"Linkedin influencer discovery","tagline":"Discover top LinkedIn influencers and voices by topic, industry, follower count, and country. Use when you need to find the top 100 voices in a space, build influencer lists for outreach, or identify thought leaders on LinkedIn.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/partner-influencer","taskName":"Partners & influencers","hay":"linkedin influencer discovery discover top linkedin influencers and voices by topic, industry, follower count, and country. use when you need to find the top 100 voices in a space, build influencer lists for outreach, or identify thought leaders on linkedin. linkedin-influencer-discovery marketing "},{"slug":"linkedin-message-writer","kind":"skill","name":"Linkedin message writer","tagline":"Research LinkedIn profiles and write personalized messages for any LinkedIn message type — connection requests, InMails, DMs, message requests, post comments, and comment replies. Takes LinkedIn URLs as input, researches each person (profile data + recent posts via Apify), and generates messages tailored to each lead's background, interests, and recent activity. Exports tool-ready CSVs for Dripify, Expandi, Botdog, PhantomBuster, or generic format. No LinkedIn cookies or login required.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"linkedin message writer research linkedin profiles and write personalized messages for any linkedin message type — connection requests, inmails, dms, message requests, post comments, and comment replies. takes linkedin urls as input, researches each person (profile data + recent posts via apify), and generates messages tailored to each lead's background, interests, and recent activity. exports tool-ready csvs for dripify, expandi, botdog, phantombuster, or generic format. no linkedin cookies or login required. linkedin-message-writer sales & ecommerce "},{"slug":"linkedin-outreach","kind":"skill","name":"Linkedin outreach","tagline":"End-to-end LinkedIn outreach campaign builder. Takes leads from Supabase, upstream skills, or CSV. Aligns on campaign goal and tone, writes personalized LinkedIn message sequences (connection request + follow-ups + optional InMail), presents for review, and exports for the user's outreach tool (Dripify, Botdog, Expandi, or manual CSV). Logs to Supabase outreach_log.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"linkedin outreach end-to-end linkedin outreach campaign builder. takes leads from supabase, upstream skills, or csv. aligns on campaign goal and tone, writes personalized linkedin message sequences (connection request + follow-ups + optional inmail), presents for review, and exports for the user's outreach tool (dripify, botdog, expandi, or manual csv). logs to supabase outreach_log. linkedin-outreach sales & ecommerce "},{"slug":"linkedin-post-research","kind":"skill","name":"Linkedin post research","tagline":"Search LinkedIn posts by keywords, sorted by engagement or date. Use when researching what people are saying about a topic on LinkedIn, finding high-engagement content, identifying thought leaders, or discovering warm leads through post engagement. Returns author, post text, reactions, comments, shares, post URL, and date. No LinkedIn cookies or login required.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"linkedin post research search linkedin posts by keywords, sorted by engagement or date. use when researching what people are saying about a topic on linkedin, finding high-engagement content, identifying thought leaders, or discovering warm leads through post engagement. returns author, post text, reactions, comments, shares, post url, and date. no linkedin cookies or login required. linkedin-post-research marketing "},{"slug":"linkedin-profile-post-scraper","kind":"skill","name":"Linkedin profile post scraper","tagline":"Scrape recent posts from LinkedIn profiles using Apify. Use when you need to monitor what specific people are posting on LinkedIn, track founder/exec activity, or gather LinkedIn content for competitive intelligence.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"linkedin profile post scraper scrape recent posts from linkedin profiles using apify. use when you need to monitor what specific people are posting on linkedin, track founder/exec activity, or gather linkedin content for competitive intelligence. linkedin-profile-post-scraper sales & ecommerce "},{"slug":"linkedin-scraper","kind":"skill","name":"Linkedin scraper","tagline":"Get LinkedIn profiles, company pages, and posts","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"linkedin scraper get linkedin profiles, company pages, and posts linkedin-scraper sales & ecommerce "},{"slug":"linkedin-job-scraper","kind":"skill","name":"LinkedIn Scraper","tagline":"Scrapes LinkedIn job postings using the JobSpy library (python-jobspy). Use this skill whenever the user wants to find jobs on LinkedIn, search for open roles, pull job listings, build a job pipeline, source job targets for GTM research, or monitor hiring signals. Even if the user just says \"find me some jobs\" or \"what roles is [company] hiring for\", use this skill. It runs a local Python script that outputs a CSV of job postings with title, company, location, salary, job type, description, and direct URLs.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"linkedin scraper scrapes linkedin job postings using the jobspy library (python-jobspy). use this skill whenever the user wants to find jobs on linkedin, search for open roles, pull job listings, build a job pipeline, source job targets for gtm research, or monitor hiring signals. even if the user just says \"find me some jobs\" or \"what roles is [company] hiring for\", use this skill. it runs a local python script that outputs a csv of job postings with title, company, location, salary, job type, description, and direct urls. linkedin-job-scraper coding "},{"slug":"web-search-linkup","kind":"skill","name":"Linkup - Web Search & Fetch API","tagline":"Web search and content fetching - search the web or extract content from URLs","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"linkup - web search & fetch api web search and content fetching - search the web or extract content from urls web-search-linkup coding "},{"slug":"company-domain-lookup-logodev","kind":"skill","name":"Logo.dev - Company Domain Search","tagline":"Logo.dev - search for company domains by brand name","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"logo.dev - company domain search logo.dev - search for company domains by brand name company-domain-lookup-logodev sales & ecommerce "},{"slug":"luma-event-attendees","kind":"skill","name":"Luma event attendees","tagline":"Find speakers, hosts, and guest profiles at conferences and events on Luma. Two modes - free direct scrape for hosts, or Apify-powered search for full guest profiles with LinkedIn/Twitter/bio.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"luma event attendees find speakers, hosts, and guest profiles at conferences and events on luma. two modes - free direct scrape for hosts, or apify-powered search for full guest profiles with linkedin/twitter/bio. luma-event-attendees sales & ecommerce "},{"slug":"market-research","kind":"skill","name":"Market Research - Comprehensive Market Analysis","tagline":"Research market trends, size, competitors, and growth opportunities","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"market research - comprehensive market analysis research market trends, size, competitors, and growth opportunities market-research business & ops "},{"slug":"messaging-ab-tester","kind":"skill","name":"Messaging A/B Tester","tagline":"Generate 3-5 messaging variants for a value proposition, design structured A/B tests, and analyze results to determine which framing resonates most with ICP. Tests can run via LinkedIn organic posts, cold email subject line splits, or both. Pure reasoning for variant generation and analysis — the user deploys the tests through their own tools. Use when a team can't decide between messaging angles and needs data, not opinions.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"messaging a/b tester generate 3-5 messaging variants for a value proposition, design structured a/b tests, and analyze results to determine which framing resonates most with icp. tests can run via linkedin organic posts, cold email subject line splits, or both. pure reasoning for variant generation and analysis — the user deploys the tests through their own tools. use when a team can't decide between messaging angles and needs data, not opinions. messaging-ab-tester marketing "},{"slug":"meta-ad-scraper","kind":"skill","name":"Meta Ad Library Scraper","tagline":"Scrape competitor ads from Meta's Ad Library (Facebook, Instagram, Messenger, Threads, WhatsApp). Search by company name, Facebook Page URL, or keyword. Returns ad creatives, spend estimates, reach, impressions, and campaign details. Use for competitive ad research, messaging analysis, and creative inspiration.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"meta ad library scraper scrape competitor ads from meta's ad library (facebook, instagram, messenger, threads, whatsapp). search by company name, facebook page url, or keyword. returns ad creatives, spend estimates, reach, impressions, and campaign details. use for competitive ad research, messaging analysis, and creative inspiration. meta-ad-scraper marketing "},{"slug":"meta-ad-policy-checker","kind":"skill","name":"Meta ad policy checker","tagline":"Pre-flight policy check for Meta ads. Takes ad copy plus advertiser context, resolves and fetches the relevant Meta transparency-center policy pages at runtime, and returns a Pass / Fix Required / Block verdict with cited findings and rewrites.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"meta ad policy checker pre-flight policy check for meta ads. takes ad copy plus advertiser context, resolves and fetches the relevant meta transparency-center policy pages at runtime, and returns a pass / fix required / block verdict with cited findings and rewrites. meta-ad-policy-checker marketing "},{"slug":"meta-ads-analyzer","kind":"skill","name":"Meta ads analyzer","tagline":"Diagnose Meta Ads campaign performance and account gaps using Meta's actual system mechanics — including customer-journey coverage, Breakdown Effect, Learning Phase, Auction Overlap, Pacing, and Creative Fatigue. Use for performance diagnosis, account audits, full-funnel or TOF/MOF/BOF gap analysis, deciding what to test or create next, and producing novice-friendly recommendations without forcing every campaign or ad into a funnel stage.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"meta ads analyzer diagnose meta ads campaign performance and account gaps using meta's actual system mechanics — including customer-journey coverage, breakdown effect, learning phase, auction overlap, pacing, and creative fatigue. use for performance diagnosis, account audits, full-funnel or tof/mof/bof gap analysis, deciding what to test or create next, and producing novice-friendly recommendations without forcing every campaign or ad into a funnel stage. meta-ads-analyzer marketing "},{"slug":"news-signal-outreach","kind":"skill","name":"News signal outreach","tagline":"End-to-end news-triggered signal composite. Takes any piece of news — an article, LinkedIn post, tweet, announcement, event, trend, regulation, product launch, acquisition, layoff, expansion, or any other public event — and evaluates whether the companies or people mentioned are ICP fits. If yes, identifies the connection between the news and your product, finds the right people to contact, and drafts personalized outreach using the news as the hook. Tool-agnostic. Accepts both company-level and person-level news triggers. AUTO-TRIGGER: Load this composite whenever a user shares a URL (LinkedIn post, article, tweet, blog post) or mentions a company/person they \"came across\", saw\", or \"found\" from any external source and asks about relevance, fit, ICP match, or whether to reach out. The user does NOT need to explicitly say outreach\" — any signal evaluation request from an external source triggers this.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"news signal outreach end-to-end news-triggered signal composite. takes any piece of news — an article, linkedin post, tweet, announcement, event, trend, regulation, product launch, acquisition, layoff, expansion, or any other public event — and evaluates whether the companies or people mentioned are icp fits. if yes, identifies the connection between the news and your product, finds the right people to contact, and drafts personalized outreach using the news as the hook. tool-agnostic. accepts both company-level and person-level news triggers. auto-trigger: load this composite whenever a user shares a url (linkedin post, article, tweet, blog post) or mentions a company/person they \"came across\", saw\", or \"found\" from any external source and asks about relevance, fit, icp match, or whether to reach out. the user does not need to explicitly say outreach\" — any signal evaluation request from an external source triggers this. news-signal-outreach creator "},{"slug":"newsletter-monitor","kind":"skill","name":"Newsletter monitor","tagline":"Scan an AgentMail inbox for newsletter signals using configurable keyword campaigns. Extracts matched keywords, context snippets, and company mentions from incoming emails. Use for monitoring accounting industry newsletters for buying signals like acquisitions, migrations, and staffing news.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"newsletter monitor scan an agentmail inbox for newsletter signals using configurable keyword campaigns. extracts matched keywords, context snippets, and company mentions from incoming emails. use for monitoring accounting industry newsletters for buying signals like acquisitions, migrations, and staffing news. newsletter-monitor marketing "},{"slug":"newsletter-signal-scanner","kind":"skill","name":"Newsletter signal scanner","tagline":"Subscribe to and scan industry newsletters for buying signals, competitor mentions, ICP pain-point language, and market shifts. Parses incoming newsletter emails via AgentMail, matches against keyword campaigns, and delivers a weekly digest of actionable signals. Use when a marketing team wants to turn newsletter subscriptions into an ongoing intelligence feed without manual reading.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"newsletter signal scanner subscribe to and scan industry newsletters for buying signals, competitor mentions, icp pain-point language, and market shifts. parses incoming newsletter emails via agentmail, matches against keyword campaigns, and delivers a weekly digest of actionable signals. use when a marketing team wants to turn newsletter subscriptions into an ongoing intelligence feed without manual reading. newsletter-signal-scanner marketing "},{"slug":"newsletter-sponsorship-finder","kind":"skill","name":"Newsletter sponsorship finder","tagline":"Find newsletters relevant to a target audience/industry for sponsorship opportunities. Discovers newsletters through web search, newsletter directories, and industry research. Returns newsletter name, author, estimated audience, topic focus, sponsorship rates (if available), and contact info.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"media","deptName":"Content creator","task":"media/make-podcast","taskName":"Podcast & newsletter","hay":"newsletter sponsorship finder find newsletters relevant to a target audience/industry for sponsorship opportunities. discovers newsletters through web search, newsletter directories, and industry research. returns newsletter name, author, estimated audience, topic focus, sponsorship rates (if available), and contact info. newsletter-sponsorship-finder creator "},{"slug":"browser-automation-notte","kind":"skill","name":"Notte - Browser Automation API","tagline":"Browser automation - control browser sessions, scrape pages, and run AI agents","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"data","deptName":"Data & analytics","task":"data/scrape-web","taskName":"Scraping & extraction","hay":"notte - browser automation api browser automation - control browser sessions, scrape pages, and run ai agents browser-automation-notte data & ai "},{"slug":"enrichment-nyne","kind":"skill","name":"Nyne - Intelligence & Enrichment API","tagline":"Intelligence and enrichment - person and company data, social profiles, events, and funding","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"nyne - intelligence & enrichment api intelligence and enrichment - person and company data, social profiles, events, and funding enrichment-nyne coding "},{"slug":"outbound-prospecting-engine","kind":"skill","name":"Outbound prospecting engine","tagline":"End-to-end outbound prospecting: detect intent signals, research companies, find decision-maker contacts, personalize messaging, launch campaign.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"outbound prospecting engine end-to-end outbound prospecting: detect intent signals, research companies, find decision-maker contacts, personalize messaging, launch campaign. outbound-prospecting-engine sales & ecommerce "},{"slug":"paid-channel-prioritizer","kind":"skill","name":"Paid channel prioritizer","tagline":"For founders who don't know where to start with paid ads. Analyzes ICP, competitor ad presence, budget constraints, and product type to recommend which 1-2 paid channels to start with and provides a 90-day ramp plan. Prevents the common mistake of spreading a small budget across too many platforms.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"paid channel prioritizer for founders who don't know where to start with paid ads. analyzes icp, competitor ad presence, budget constraints, and product type to recommend which 1-2 paid channels to start with and provides a 90-day ramp plan. prevents the common mistake of spreading a small budget across too many platforms. paid-channel-prioritizer business & ops "},{"slug":"pain-language-engagers","kind":"skill","name":"Pain language engagers","tagline":"Find warm leads by searching LinkedIn for pain-language posts — the frustrations, complaints, and operational struggles your ICP talks about publicly. Asks clarifying questions to understand your product, ICP, and their pain points, then generates pain-language search keywords, scrapes LinkedIn for posts and engagers, enriches profiles, and ICP-filters the results. Use when someone wants to \"find leads who are complaining about X\" or \"find people discussing problems we solve\" or \"LinkedIn pain-based prospecting.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"pain language engagers find warm leads by searching linkedin for pain-language posts — the frustrations, complaints, and operational struggles your icp talks about publicly. asks clarifying questions to understand your product, icp, and their pain points, then generates pain-language search keywords, scrapes linkedin for posts and engagers, enriches profiles, and icp-filters the results. use when someone wants to \"find leads who are complaining about x\" or \"find people discussing problems we solve\" or \"linkedin pain-based prospecting. pain-language-engagers sales & ecommerce "},{"slug":"web-research-parallel","kind":"skill","name":"Parallel - Web Research API","tagline":"Web research API with OpenAI-compatible chat completions and async tasks","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"parallel - web research api web research api with openai-compatible chat completions and async tasks web-research-parallel coding "},{"slug":"pdf-processor","kind":"skill","name":"PDF Processor - Extract Data from PDFs","tagline":"Process PDFs - extract text, tables, and structured data from documents","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"pdf processor - extract data from pdfs process pdfs - extract text, tables, and structured data from documents pdf-processor data & ai "},{"slug":"web-search-perplexity","kind":"skill","name":"Perplexity - AI Search & Chat","tagline":"Perplexity AI search and chat completions with real-time web data","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"perplexity - ai search & chat perplexity ai search and chat completions with real-time web data web-search-perplexity data & ai "},{"slug":"person-lookup","kind":"skill","name":"Person lookup","tagline":"Look up information about a person - work history, social profiles, contact info","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"person lookup look up information about a person - work history, social profiles, contact info person-lookup sales & ecommerce "},{"slug":"phone-verification","kind":"skill","name":"Phone verification","tagline":"Verify phone numbers using SMS one-time codes via the Didit API. Use when you need to confirm a user owns a phone number, implement SMS-based 2FA, or validate phone during signup/onboarding flows.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"phone verification verify phone numbers using sms one-time codes via the didit api. use when you need to confirm a user owns a phone number, implement sms-based 2fa, or validate phone during signup/onboarding flows. phone-verification coding "},{"slug":"pipeline-review","kind":"skill","name":"Pipeline review","tagline":"Pipeline analysis composite. Pulls deal/meeting data from any CRM or tracking system, analyzes the pipeline over a user-defined period (weekly, fortnightly, monthly, quarterly), and produces both an executive summary and a detailed diagnostic report. Covers volume, qualification rates, source effectiveness, stage velocity, stuck deals, and actionable recommendations. Tool-agnostic — works with any CRM (Salesforce, HubSpot, Pipedrive, Close, Supabase, CSV).","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"pipeline review pipeline analysis composite. pulls deal/meeting data from any crm or tracking system, analyzes the pipeline over a user-defined period (weekly, fortnightly, monthly, quarterly), and produces both an executive summary and a detailed diagnostic report. covers volume, qualification rates, source effectiveness, stage velocity, stuck deals, and actionable recommendations. tool-agnostic — works with any crm (salesforce, hubspot, pipedrive, close, supabase, csv). pipeline-review sales & ecommerce "},{"slug":"hyperlocal-weather-precip","kind":"skill","name":"Precip - Hyperlocal Weather Data API","tagline":"Hyperlocal weather data - precipitation, temperature, wind, soil moisture and more","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"precip - hyperlocal weather data api hyperlocal weather data - precipitation, temperature, wind, soil moisture and more hyperlocal-weather-precip coding "},{"slug":"prediction-market-odds","kind":"skill","name":"Prediction market odds","tagline":"Get prediction market odds and prices from Polymarket and Kalshi","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"prediction market odds get prediction market odds and prices from polymarket and kalshi prediction-market-odds data & ai "},{"slug":"product-hunt-scraper","kind":"skill","name":"Product hunt scraper","tagline":"Scrape Product Hunt trending products using Apify. Use when you need to discover new product launches, track competitors on Product Hunt, or monitor the startup ecosystem for relevant launches.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"product hunt scraper scrape product hunt trending products using apify. use when you need to discover new product launches, track competitors on product hunt, or monitor the startup ecosystem for relevant launches. product-hunt-scraper sales & ecommerce "},{"slug":"product-reel-generator","kind":"skill","name":"Product reel generator","tagline":"Generates Instagram-ready product reels from any e-commerce product page URL. Scrapes product images, classifies by type, generates AI-animated clips via Higgsfield API, creates text overlays with style presets, and composes a 15-20 second reel with music. Supports model-based and product-only reels.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"media","deptName":"Content creator","task":"media/edit-short","taskName":"Short-form editing","hay":"product reel generator generates instagram-ready product reels from any e-commerce product page url. scrapes product images, classifies by type, generates ai-animated clips via higgsfield api, creates text overlays with style presets, and composes a 15-20 second reel with music. supports model-based and product-only reels. product-reel-generator creator "},{"slug":"programmatic-seo-spy","kind":"skill","name":"Programmatic SEO Competitor Spy","tagline":"Reverse-engineer how competitors do programmatic SEO. Detects URL pattern clusters (vs/, integrations/, for-{industry}/), estimates page count per pattern, analyzes template quality, infers which patterns actually drive traffic, and identifies gaps you can exploit. Outputs a competitive pSEO landscape report.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"programmatic seo competitor spy reverse-engineer how competitors do programmatic seo. detects url pattern clusters (vs/, integrations/, for-{industry}/), estimates page count per pattern, analyzes template quality, infers which patterns actually drive traffic, and identifies gaps you can exploit. outputs a competitive pseo landscape report. programmatic-seo-spy marketing "},{"slug":"programmatic-seo-planner","kind":"skill","name":"Programmatic SEO Page Planner","tagline":"Identify programmatic SEO page patterns worth building for your product — vs/ pages, integrations/, for-{industry}/, alternatives-to/, use-cases/ — and design the template structure, data model, and priority order. Outputs a complete pSEO blueprint with URL patterns, title templates, content frameworks, and data sources per variable.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"programmatic seo page planner identify programmatic seo page patterns worth building for your product — vs/ pages, integrations/, for-{industry}/, alternatives-to/, use-cases/ — and design the template structure, data model, and priority order. outputs a complete pseo blueprint with url patterns, title templates, content frameworks, and data sources per variable. programmatic-seo-planner marketing "},{"slug":"reddit-post-finder","kind":"skill","name":"Reddit post finder","tagline":"Scrape and search Reddit posts using Apify. Use when you need to find Reddit discussions, track competitor mentions, monitor product feedback, discover pain points, or analyze subreddit content. Supports keyword filtering, time-based searches, and subreddit-specific queries.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"data","deptName":"Data & analytics","task":"data/scrape-web","taskName":"Scraping & extraction","hay":"reddit post finder scrape and search reddit posts using apify. use when you need to find reddit discussions, track competitor mentions, monitor product feedback, discover pain points, or analyze subreddit content. supports keyword filtering, time-based searches, and subreddit-specific queries. reddit-post-finder data & ai "},{"slug":"restaurant-booking","kind":"skill","name":"Restaurant booking","tagline":"Book restaurant reservations via browser automation. Use when asked to make dinner reservations, book a table, or find availability at restaurants. Supports OpenTable, Resy, and direct restaurant booking sites.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"restaurant booking book restaurant reservations via browser automation. use when asked to make dinner reservations, book a table, or find availability at restaurants. supports opentable, resy, and direct restaurant booking sites. restaurant-booking business & ops "},{"slug":"review-intelligence-digest","kind":"skill","name":"Review intelligence digest","tagline":"Scrape G2, Capterra, and Trustpilot reviews for your product and competitors, then extract recurring themes, objections, proof points, and exact customer language for use in messaging. Chains review-site-scraper with LLM analysis. Produces a weekly or monthly digest that feeds directly into copywriting, positioning, and sales enablement. Use when a marketing team needs to ground messaging in real customer language.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"review intelligence digest scrape g2, capterra, and trustpilot reviews for your product and competitors, then extract recurring themes, objections, proof points, and exact customer language for use in messaging. chains review-site-scraper with llm analysis. produces a weekly or monthly digest that feeds directly into copywriting, positioning, and sales enablement. use when a marketing team needs to ground messaging in real customer language. review-intelligence-digest marketing "},{"slug":"review-scraper","kind":"skill","name":"Review scraper","tagline":"Scrape product reviews from G2, Capterra, and Trustpilot using Apify. Single script with platform dispatch. Use when you need to monitor competitor reviews, track product sentiment, or gather customer feedback from review sites.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"review scraper scrape product reviews from g2, capterra, and trustpilot using apify. single script with platform dispatch. use when you need to monitor competitor reviews, track product sentiment, or gather customer feedback from review sites. review-scraper sales & ecommerce "},{"slug":"review-site-scraper","kind":"skill","name":"Review site scraper","tagline":"Scrape product reviews from G2, Capterra, and Trustpilot using Apify. Single script with platform dispatch. Use when you need to monitor competitor reviews, track product sentiment, or gather customer feedback from review sites.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"review site scraper scrape product reviews from g2, capterra, and trustpilot using apify. single script with platform dispatch. use when you need to monitor competitor reviews, track product sentiment, or gather customer feedback from review sites. review-site-scraper sales & ecommerce "},{"slug":"structured-scraping-riveter","kind":"skill","name":"Riveter - Structured Web Scraping","tagline":"Web scraping with structured data extraction - define your output schema","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"data","deptName":"Data & analytics","task":"data/scrape-web","taskName":"Scraping & extraction","hay":"riveter - structured web scraping web scraping with structured data extraction - define your output schema structured-scraping-riveter data & ai "},{"slug":"sales-call-prep","kind":"skill","name":"Sales call prep","tagline":"Pre-sales-call intelligence composite. Deep dives on the person AND their company before a sales call, then maps findings to your product to generate talking points, objection prep, and a call strategy. Goes beyond generic attendee research — this is sales-specific intelligence that helps SDRs, AEs, and founders walk into calls with a plan. Tool-agnostic — works with any CRM, research source, and calendar.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"sales call prep pre-sales-call intelligence composite. deep dives on the person and their company before a sales call, then maps findings to your product to generate talking points, objection prep, and a call strategy. goes beyond generic attendee research — this is sales-specific intelligence that helps sdrs, aes, and founders walk into calls with a plan. tool-agnostic — works with any crm, research source, and calendar. sales-call-prep sales & ecommerce "},{"slug":"sales-coaching","kind":"skill","name":"Sales coaching","tagline":"AI sales coach composite. Analyzes all available sales data — email campaigns, call recordings/transcripts, reply patterns, pipeline outcomes — to identify what the user does well, where they struggle, and how to improve. Finds patterns in top-performing emails, winning call techniques, successful objection handles, and deal progression. Produces personalized coaching recommendations based on their specific product, market, and selling style. Tool-agnostic.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"sales coaching ai sales coach composite. analyzes all available sales data — email campaigns, call recordings/transcripts, reply patterns, pipeline outcomes — to identify what the user does well, where they struggle, and how to improve. finds patterns in top-performing emails, winning call techniques, successful objection handles, and deal progression. produces personalized coaching recommendations based on their specific product, market, and selling style. tool-agnostic. sales-coaching sales & ecommerce "},{"slug":"sales-prospecting","kind":"skill","name":"Sales Prospecting - Build Quality Lead Lists","tagline":"Build targeted prospect lists with verified contact information","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"sales prospecting - build quality lead lists build targeted prospect lists with verified contact information sales-prospecting sales & ecommerce "},{"slug":"web-scraping","kind":"skill","name":"Scrape — General-Purpose Web Scraping & Data Extraction","tagline":"Scrape websites, extract structured data, and automate browsers. Use when asked to scrape, extract, crawl, parse, or pull data from web pages or any URL.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"data","deptName":"Data & analytics","task":"data/scrape-web","taskName":"Scraping & extraction","hay":"scrape — general-purpose web scraping & data extraction scrape websites, extract structured data, and automate browsers. use when asked to scrape, extract, crawl, parse, or pull data from web pages or any url. web-scraping data & ai "},{"slug":"ai-web-scraping-scrapegraph","kind":"skill","name":"ScrapeGraph AI - Intelligent Web Scraping","tagline":"AI-powered web scraping - extract data using natural language prompts","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"data","deptName":"Data & analytics","task":"data/scrape-web","taskName":"Scraping & extraction","hay":"scrapegraph ai - intelligent web scraping ai-powered web scraping - extract data using natural language prompts ai-web-scraping-scrapegraph data & ai "},{"slug":"web-search","kind":"skill","name":"Search — General-Purpose Web & Platform Search","tagline":"Search the web, platforms, and datasets. Use when asked to search, find, look up, research, or discover information from the web, YouTube, Amazon, eBay, news, academic sources, or any online platform.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"search — general-purpose web & platform search search the web, platforms, and datasets. use when asked to search, find, look up, research, or discover information from the web, youtube, amazon, ebay, news, academic sources, or any online platform. web-search data & ai "},{"slug":"multi-platform-search-searchapi","kind":"skill","name":"SearchAPI - Multi-Platform Search","tagline":"Multi-platform search - YouTube, Amazon, eBay, Walmart, TikTok, Instagram, and more","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"searchapi - multi-platform search multi-platform search - youtube, amazon, ebay, walmart, tiktok, instagram, and more multi-platform-search-searchapi marketing "},{"slug":"send-sms-textbelt","kind":"skill","name":"Send Text Message","tagline":"Send SMS text messages to phone numbers. Use when the user asks to send a text, send an SMS, text someone, message a phone number, or send a notification via text message.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"send text message send sms text messages to phone numbers. use when the user asks to send a text, send an sms, text someone, message a phone number, or send a notification via text message. send-sms-textbelt infrastructure & ops "},{"slug":"seo-traffic-analyzer","kind":"skill","name":"SEO & Traffic Analyzer","tagline":"Analyze a website's SEO visibility, keyword rankings, traffic estimates, and competitive positioning. Uses web search probes, SimilarWeb (free tier via web), and site: queries to build an SEO profile without requiring paid tool subscriptions. Useful for competitive intel, gap analysis, and reverse-engineering a company's organic acquisition strategy.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo & traffic analyzer analyze a website's seo visibility, keyword rankings, traffic estimates, and competitive positioning. uses web search probes, similarweb (free tier via web), and site: queries to build an seo profile without requiring paid tool subscriptions. useful for competitive intel, gap analysis, and reverse-engineering a company's organic acquisition strategy. seo-traffic-analyzer marketing "},{"slug":"seo-analyzer","kind":"skill","name":"SEO Analyzer - Website SEO Analysis","tagline":"Analyze website SEO - keywords, content, competitors, and improvement opportunities","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo analyzer - website seo analysis analyze website seo - keywords, content, competitors, and improvement opportunities seo-analyzer marketing "},{"slug":"seo-content-audit","kind":"skill","name":"SEO content audit","tagline":"Comprehensive SEO footprint analysis. Catalogs all content, pulls real SEO metrics (via Apify Semrush/Ahrefs scrapers or free web search probes), runs competitor analysis, builds topic/keyword and content-type gap matrices, and produces a prioritized recommendations report. The complete SEO audit for any company.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo content audit comprehensive seo footprint analysis. catalogs all content, pulls real seo metrics (via apify semrush/ahrefs scrapers or free web search probes), runs competitor analysis, builds topic/keyword and content-type gap matrices, and produces a prioritized recommendations report. the complete seo audit for any company. seo-content-audit marketing "},{"slug":"seo-content-engine","kind":"skill","name":"SEO content engine","tagline":"Build and run an SEO content engine: audit current state, identify gaps, build keyword architecture, generate content calendar, draft content.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo content engine build and run an seo content engine: audit current state, identify gaps, build keyword architecture, generate content calendar, draft content. seo-content-engine marketing "},{"slug":"seo-domain-analyzer","kind":"skill","name":"SEO domain analyzer","tagline":"Pull real SEO metrics for any domain using Apify scrapers for Semrush and Ahrefs data. Gets domain authority, organic traffic estimates, keyword rankings, backlink profiles, top performing pages, and auto-discovers competitors from keyword overlap. No Semrush/Ahrefs subscription needed — uses Apify actors that scrape public pages.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo domain analyzer pull real seo metrics for any domain using apify scrapers for semrush and ahrefs data. gets domain authority, organic traffic estimates, keyword rankings, backlink profiles, top performing pages, and auto-discovers competitors from keyword overlap. no semrush/ahrefs subscription needed — uses apify actors that scrape public pages. seo-domain-analyzer marketing "},{"slug":"seo-opportunity-finder","kind":"skill","name":"SEO opportunity finder","tagline":"Find quick-win SEO content opportunities by comparing your site's existing content against competitor keyword rankings. Chains site-content-catalog and seo-domain-analyzer to build a content inventory, then identifies gaps — topics competitors rank for that you don't cover yet. Outputs a prioritized list of posts to write or update. Use when a seed/Series A team wants to start winning organic traffic without guessing.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo opportunity finder find quick-win seo content opportunities by comparing your site's existing content against competitor keyword rankings. chains site-content-catalog and seo-domain-analyzer to build a content inventory, then identifies gaps — topics competitors rank for that you don't cover yet. outputs a prioritized list of posts to write or update. use when a seed/series a team wants to start winning organic traffic without guessing. seo-opportunity-finder marketing "},{"slug":"sequence-performance","kind":"skill","name":"Sequence performance","tagline":"Email campaign/sequence performance review composite. Pulls campaign data (sends, opens, replies, bounces), reads actual email copy and subject lines, analyzes reply content (objections, positive interest, questions), and produces a diagnostic report covering quantitative metrics, copy quality, lead quality, and actionable recommendations. Tool-agnostic — works with Smartlead (MCP), Instantly, Outreach, Lemlist, Apollo, or CSV data.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"sequence performance email campaign/sequence performance review composite. pulls campaign data (sends, opens, replies, bounces), reads actual email copy and subject lines, analyzes reply content (objections, positive interest, questions), and produces a diagnostic report covering quantitative metrics, copy quality, lead quality, and actionable recommendations. tool-agnostic — works with smartlead (mcp), instantly, outreach, lemlist, apollo, or csv data. sequence-performance coding "},{"slug":"signal-detection-pipeline","kind":"skill","name":"Signal detection pipeline","tagline":"Detect buying signals from multiple sources, qualify leads, and generate outreach context","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/spot-buying-signals","taskName":"Buying signals","hay":"signal detection pipeline detect buying signals from multiple sources, qualify leads, and generate outreach context signal-detection-pipeline sales & ecommerce "},{"slug":"signal-scanner","kind":"skill","name":"Signal scanner","tagline":"Detect buying signals across TAM companies and watchlist personas. Three-phase architecture: (1) free diff-based signals from existing data (headcount growth, tech stack changes, funding rounds), (2) Apify-powered signals (job postings, LinkedIn content analysis, profile changes), and (3) post-processing with dedup, scoring, and lead status updates. Writes signals to Supabase signals table for downstream activation.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/spot-buying-signals","taskName":"Buying signals","hay":"signal scanner detect buying signals across tam companies and watchlist personas. three-phase architecture: (1) free diff-based signals from existing data (headcount growth, tech stack changes, funding rounds), (2) apify-powered signals (job postings, linkedin content analysis, profile changes), and (3) post-processing with dedup, scoring, and lead status updates. writes signals to supabase signals table for downstream activation. signal-scanner sales & ecommerce "},{"slug":"site-content-catalog","kind":"skill","name":"Site content catalog","tagline":"Crawl a website's sitemap and blog index to build a complete content inventory. Lists every page with URL, title, publish date, content type, and topic cluster. Groups content by category and topic. Optionally deep-reads top N pages for quality analysis and funnel stage tagging. Use before SEO audits, content gap analysis, or brand voice extraction.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"site content catalog crawl a website's sitemap and blog index to build a complete content inventory. lists every page with url, title, publish date, content type, and topic cluster. groups content by category and topic. optionally deep-reads top n pages for quality analysis and funnel stage tagging. use before seo audits, content gap analysis, or brand voice extraction. site-content-catalog sales & ecommerce "},{"slug":"lead-enrichment-sixtyfour","kind":"skill","name":"Sixtyfour - AI Lead Enrichment","tagline":"AI-powered lead enrichment - find emails, phones, and enrich company/lead data","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"sixtyfour - ai lead enrichment ai-powered lead enrichment - find emails, phones, and enrich company/lead data lead-enrichment-sixtyfour sales & ecommerce "},{"slug":"social-kit","kind":"skill","name":"Social kit","tagline":"End-to-end composite that turns a single brief into voice-tuned X post variants, LinkedIn post variants, and a matching social graphic. Orchestrates create-x-content + create-linkedin-content + goose-graphics in one invocation. Asks about graphic format when not specified, with heuristic-driven recommendations.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"social kit end-to-end composite that turns a single brief into voice-tuned x post variants, linkedin post variants, and a matching social graphic. orchestrates create-x-content + create-linkedin-content + goose-graphics in one invocation. asks about graphic format when not specified, with heuristic-driven recommendations. social-kit design & ui "},{"slug":"social-listening","kind":"skill","name":"Social listening","tagline":"Monitor brand mentions, competitor activity, and industry conversations across social media and the web","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"social listening monitor brand mentions, competitor activity, and industry conversations across social media and the web social-listening marketing "},{"slug":"sponsored-newsletter-finder","kind":"skill","name":"Sponsored newsletter finder","tagline":"Discover newsletters in a target niche relevant to your ICP, evaluate audience fit, estimate reach and CPM, and output a ranked shortlist of sponsorship opportunities. Uses web search to find newsletters, then scores each against ICP alignment criteria. Use when a marketing team wants to reach an existing engaged audience for less than the cost of building their own, or when testing a new channel before committing.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"media","deptName":"Content creator","task":"media/make-podcast","taskName":"Podcast & newsletter","hay":"sponsored newsletter finder discover newsletters in a target niche relevant to your icp, evaluate audience fit, estimate reach and cpm, and output a ranked shortlist of sponsorship opportunities. uses web search to find newsletters, then scores each against icp alignment criteria. use when a marketing team wants to reach an existing engaged audience for less than the cost of building their own, or when testing a new channel before committing. sponsored-newsletter-finder creator "},{"slug":"data-charts-tako","kind":"skill","name":"Tako Knowledge Search & Visualization","tagline":"Search and visualize the world's data - get charts, insights, and embeddable knowledge cards for finance, economics, demographics, sports, and more","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"tako knowledge search & visualization search and visualize the world's data - get charts, insights, and embeddable knowledge cards for finance, economics, demographics, sports, and more data-charts-tako data & ai "},{"slug":"talking-head-video","kind":"skill","name":"Talking Head Video Skill","tagline":"Creates talking head videos from any source material (docs, changelogs, blog posts, notes, transcripts). Produces multi-scene videos with avatar narration over screenshots/images using HeyGen v2 API. Supports Quick Shot and Full Producer modes.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"talking head video skill creates talking head videos from any source material (docs, changelogs, blog posts, notes, transcripts). produces multi-scene videos with avatar narration over screenshots/images using heygen v2 api. supports quick shot and full producer modes. talking-head-video creator "},{"slug":"tam-builder","kind":"skill","name":"Tam builder","tagline":"Build and maintain a scored Total Addressable Market (TAM) using Apollo Company Search. Discovers companies matching ICP, scores fit (0-100), assigns tiers (1/2/3), and auto-builds a persona watchlist for Tier 1-2 companies using Apollo People Search (free). Outputs to CSV.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"tam builder build and maintain a scored total addressable market (tam) using apollo company search. discovers companies matching icp, scores fit (0-100), assigns tiers (1/2/3), and auto-builds a persona watchlist for tier 1-2 companies using apollo people search (free). outputs to csv. tam-builder sales & ecommerce "},{"slug":"targeted-prospecting","kind":"skill","name":"Targeted Prospecting — Industry + Decision Makers + Hiring Signals","tagline":"Build a prospect list of companies with decision makers, verified contact info, and hiring/intent signals. Use when asked to find leads by industry, build an account list with specific titles, prospect companies that are actively hiring, or create a targeted outreach list filtered by company size, location, and hiring activity.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"targeted prospecting — industry + decision makers + hiring signals build a prospect list of companies with decision makers, verified contact info, and hiring/intent signals. use when asked to find leads by industry, build an account list with specific titles, prospect companies that are actively hiring, or create a targeted outreach list filtered by company size, location, and hiring activity. targeted-prospecting sales & ecommerce "},{"slug":"web-search-tavily","kind":"skill","name":"Tavily - AI Search & Research API","tagline":"AI-powered web search, crawling, extraction, and deep research","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"tavily - ai search & research api ai-powered web search, crawling, extraction, and deep research web-search-tavily coding "},{"slug":"ai-video-calls-tavus","kind":"skill","name":"Tavus - AI Video Conversations","tagline":"AI video conversations - create real-time video calls with AI personas","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"tavus - ai video conversations ai video conversations - create real-time video calls with ai personas ai-video-calls-tavus creator "},{"slug":"team-linkedin-profiles","kind":"skill","name":"Team linkedin profiles","tagline":"Find LinkedIn profiles of a specific team or department at a company. Use when asked to get LinkedIn profiles, find team members, or look up people in a particular team/department/group at a company.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"team linkedin profiles find linkedin profiles of a specific team or department at a company. use when asked to get linkedin profiles, find team members, or look up people in a particular team/department/group at a company. team-linkedin-profiles sales & ecommerce "},{"slug":"tech-stack-teardown","kind":"skill","name":"Tech Stack Recon","tagline":"Reverse-engineer a company's sales and marketing tech stack from public signals. Detects CRMs, cold email tools, people databases, ad pixels, email delivery services, and outbound sending domains via DNS records, website source inspection, Apify technology profiling, blacklist checks, and public spam complaint searches. Works on single companies or batches. Outputs a structured markdown report per company.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"tech stack recon reverse-engineer a company's sales and marketing tech stack from public signals. detects crms, cold email tools, people databases, ad pixels, email delivery services, and outbound sending domains via dns records, website source inspection, apify technology profiling, blacklist checks, and public spam complaint searches. works on single companies or batches. outputs a structured markdown report per company. tech-stack-teardown sales & ecommerce "},{"slug":"tiktok-influencer-finder","kind":"skill","name":"Tiktok influencer finder","tagline":"Find TikTok influencers using Apify's Influencer Discovery Agent. Use when the user wants to discover TikTok creators or influencers in any niche.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"tiktok influencer finder find tiktok influencers using apify's influencer discovery agent. use when the user wants to discover tiktok creators or influencers in any niche. tiktok-influencer-finder marketing "},{"slug":"tiktok-search","kind":"skill","name":"Tiktok search","tagline":"Search TikTok - find profiles, videos, hashtags, and trending content","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"tiktok search search tiktok - find profiles, videos, hashtags, and trending content tiktok-search marketing "},{"slug":"email-finder-tomba","kind":"skill","name":"Tomba - Email Finding & Verification","tagline":"Email finder and verifier - find emails from domains, LinkedIn, or company search","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"tomba - email finding & verification email finder and verifier - find emails from domains, linkedin, or company search email-finder-tomba sales & ecommerce "},{"slug":"topical-authority-mapper","kind":"skill","name":"Topical authority mapper","tagline":"Map complete topic clusters for any subject area — hub pages, spoke articles, supporting content, internal linking architecture. Identifies content gaps, priority order, and builds a structured content calendar. Produces topic maps that build genuine topical authority, not random blog posts.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"topical authority mapper map complete topic clusters for any subject area — hub pages, spoke articles, supporting content, internal linking architecture. identifies content gaps, priority order, and builds a structured content calendar. produces topic maps that build genuine topical authority, not random blog posts. topical-authority-mapper marketing "},{"slug":"trending-ad-hook-spotter","kind":"skill","name":"Trending ad hook spotter","tagline":"Monitor Twitter/X, Reddit, LinkedIn, and Hacker News for trending narratives, viral posts, and hot-button topics in your space. Maps trends to ad hook opportunities with timing urgency scores. Tells you what to run ads about right now while the topic is hot.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"trending ad hook spotter monitor twitter/x, reddit, linkedin, and hacker news for trending narratives, viral posts, and hot-button topics in your space. maps trends to ad hook opportunities with timing urgency scores. tells you what to run ads about right now while the topic is hot. trending-ad-hook-spotter marketing "},{"slug":"twitter-mention-tracker","kind":"skill","name":"Twitter mention tracker","tagline":"Search and scrape Twitter/X posts using Apify. Use when you need to find tweets, track brand mentions, monitor competitors on Twitter, or analyze Twitter discussions. Uses Twitter native search syntax (since:/until:) for reliable date filtering.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"twitter mention tracker search and scrape twitter/x posts using apify. use when you need to find tweets, track brand mentions, monitor competitors on twitter, or analyze twitter discussions. uses twitter native search syntax (since:/until:) for reliable date filtering. twitter-mention-tracker marketing "},{"slug":"twitter-profile-lookup","kind":"skill","name":"Twitter/X Profile Lookup","tagline":"Look up Twitter/X profiles - get bio, followers, tweets, and engagement","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"twitter/x profile lookup look up twitter/x profiles - get bio, followers, tweets, and engagement twitter-profile-lookup marketing "},{"slug":"uptime-monitor","kind":"skill","name":"Uptime Monitor - Website Availability Monitoring","tagline":"Monitor website uptime - check availability, response times, and status","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"uptime monitor - website availability monitoring monitor website uptime - check availability, response times, and status uptime-monitor coding "},{"slug":"web-search-valyu","kind":"skill","name":"Valyu - Search, Answer & Deep Research","tagline":"Web search, AI answers, content extraction, and async deep research","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"product","deptName":"Product","task":"product/deep-research","taskName":"Deep research","hay":"valyu - search, answer & deep research web search, ai answers, content extraction, and async deep research web-search-valyu business & ops "},{"slug":"terminal-gif-recordings","kind":"skill","name":"VHS Terminal Recordings","tagline":"Create polished terminal GIF recordings using VHS (Video Hardware Software) by Charmbracelet. Use when asked to create terminal demos, CLI gifs, command-line recordings, or animated terminal screenshots for documentation, READMEs, or marketing.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"vhs terminal recordings create polished terminal gif recordings using vhs (video hardware software) by charmbracelet. use when asked to create terminal demos, cli gifs, command-line recordings, or animated terminal screenshots for documentation, readmes, or marketing. terminal-gif-recordings content & docs "},{"slug":"video-clipper","kind":"skill","name":"Video clipper","tagline":"Repurposes long-form video (podcasts, interviews, talks) into short-form vertical clips for Instagram Reels, TikTok, and YouTube Shorts. Handles transcription, moment selection, clip extraction, speaker-tracked reframing (16:9 to 9:16), and animated captions.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"video clipper repurposes long-form video (podcasts, interviews, talks) into short-form vertical clips for instagram reels, tiktok, and youtube shorts. handles transcription, moment selection, clip extraction, speaker-tracked reframing (16:9 to 9:16), and animated captions. video-clipper marketing "},{"slug":"video-polish","kind":"skill","name":"Video Polish Skill","tagline":"Takes an existing screen recording or demo video and adds professional zoom/pan effects synchronized to the narration. Uses transcript-driven zoom targeting and Remotion for rendering. Optionally replaces audio with a soundtrack.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"video polish skill takes an existing screen recording or demo video and adds professional zoom/pan effects synchronized to the narration. uses transcript-driven zoom targeting and remotion for rendering. optionally replaces audio with a soundtrack. video-polish creator "},{"slug":"visual-brand-extractor","kind":"skill","name":"Visual brand extractor","tagline":"Extract visual branding (colors, typography, layout patterns) from a client's website and generate a style preset compatible with the HTML slides skill and a brand config JSON for the content asset creator. Uses WebFetch to read pages and analyzes CSS/HTML to identify the color palette, font pairings, and aesthetic patterns.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"visual brand extractor extract visual branding (colors, typography, layout patterns) from a client's website and generate a style preset compatible with the html slides skill and a brand config json for the content asset creator. uses webfetch to read pages and analyzes css/html to identify the color palette, font pairings, and aesthetic patterns. visual-brand-extractor coding "},{"slug":"voice-of-customer-synthesizer","kind":"skill","name":"Voice of customer synthesizer","tagline":"Aggregate customer feedback from multiple sources — support tickets, NPS comments, Slack messages, G2 reviews, call transcripts, survey responses — into a unified VoC report with theme clustering, sentiment analysis, trend detection, and actionable recommendations for product, marketing, and CS teams. Chains review-site-scraper for public review data.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"support","deptName":"Customer support","task":"support/read-feedback","taskName":"Feedback analysis","hay":"voice of customer synthesizer aggregate customer feedback from multiple sources — support tickets, nps comments, slack messages, g2 reviews, call transcripts, survey responses — into a unified voc report with theme clustering, sentiment analysis, trend detection, and actionable recommendations for product, marketing, and cs teams. chains review-site-scraper for public review data. voice-of-customer-synthesizer business & ops "},{"slug":"weather","kind":"skill","name":"Weather","tagline":"Get current weather and forecasts using free APIs (no API key required). Use when asked about weather, temperature, forecasts, or climate conditions for any location.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"weather get current weather and forecasts using free apis (no api key required). use when asked about weather, temperature, forecasts, or climate conditions for any location. weather data & ai "},{"slug":"web-archive-scraper","kind":"skill","name":"Web archive scraper","tagline":"Search the Wayback Machine for archived versions of websites. Extract cached pages, customer lists, testimonials, and partner directories from sites that have changed or gone offline. Uses the free CDX API — no API key needed.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"web archive scraper search the wayback machine for archived versions of websites. extract cached pages, customer lists, testimonials, and partner directories from sites that have changed or gone offline. uses the free cdx api — no api key needed. web-archive-scraper coding "},{"slug":"website-screenshot-notte","kind":"skill","name":"Website Screenshot","tagline":"Take screenshots of any website using Notte browser automation. Use when asked to screenshot, capture, or snap a webpage.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"data","deptName":"Data & analytics","task":"data/scrape-web","taskName":"Scraping & extraction","hay":"website screenshot take screenshots of any website using notte browser automation. use when asked to screenshot, capture, or snap a webpage. website-screenshot-notte data & ai "},{"slug":"create-workflow-diagram","kind":"skill","name":"Workflow Diagram Creator","tagline":"Create FigJam/Miro-style workflow diagrams as high-quality PNG images from plain-text workflow descriptions. Renders beautiful HTML diagrams with connected nodes, arrows, and labels, then screenshots them for sharing.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"workflow diagram creator create figjam/miro-style workflow diagrams as high-quality png images from plain-text workflow descriptions. renders beautiful html diagrams with connected nodes, arrows, and labels, then screenshots them for sharing. create-workflow-diagram business & ops "},{"slug":"yc-batch-evaluator","kind":"skill","name":"Yc batch evaluator","tagline":"Evaluate YC batch companies for investment — scrapes the YC directory, researches each company and its founders (work history, LinkedIn, website), assesses founder-company fit, and exports to Google Sheets with priority rankings. Use when asked to evaluate YC companies, research a YC batch, screen startups, or do due diligence on YC companies.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"sales","deptName":"Sales","task":"sales/spot-buying-signals","taskName":"Buying signals","hay":"yc batch evaluator evaluate yc batch companies for investment — scrapes the yc directory, researches each company and its founders (work history, linkedin, website), assesses founder-company fit, and exports to google sheets with priority rankings. use when asked to evaluate yc companies, research a yc batch, screen startups, or do due diligence on yc companies. yc-batch-evaluator sales & ecommerce "},{"slug":"youtube-apify-transcript","kind":"skill","name":"Youtube apify transcript","tagline":"Fetch YouTube transcripts via APIFY API. Works from cloud IPs (Hetzner, AWS, etc.) by bypassing YouTube's bot detection. Free tier includes $5/month credits (~714 videos). No credit card required.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":"data","deptName":"Data & analytics","task":"data/scrape-web","taskName":"Scraping & extraction","hay":"youtube apify transcript fetch youtube transcripts via apify api. works from cloud ips (hetzner, aws, etc.) by bypassing youtube's bot detection. free tier includes $5/month credits (~714 videos). no credit card required. youtube-apify-transcript data & ai "},{"slug":"youtube-watcher","kind":"skill","name":"Youtube watcher","tagline":"Fetch and read transcripts from YouTube videos. Use when you need to summarize a video, answer questions about its content, or extract information from it.","author":"gooseworks-ai","license":"MIT","stars":1220,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"youtube watcher fetch and read transcripts from youtube videos. use when you need to summarize a video, answer questions about its content, or extract information from it. youtube-watcher creator "},{"slug":"app-ads","kind":"skill","name":"App ads","tagline":"When the user wants to run app install ads, user acquisition (UA), or promote mobile apps. Also use when the user mentions \"app ads,\" \"app install ads,\" \"UA,\" \"user acquisition,\" \"Google App Campaigns,\" \"Apple Search Ads,\" \"ASA,\" \"UAC,\" \"App Store ads,\" \"Play Store ads,\" \"CPI,\" or \"app promotion.\" For store listings, use distribution-channels.","author":"kostja94","license":"MIT","stars":1006,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"app ads when the user wants to run app install ads, user acquisition (ua), or promote mobile apps. also use when the user mentions \"app ads,\" \"app install ads,\" \"ua,\" \"user acquisition,\" \"google app campaigns,\" \"apple search ads,\" \"asa,\" \"uac,\" \"app store ads,\" \"play store ads,\" \"cpi,\" or \"app promotion.\" for store listings, use distribution-channels. app-ads uncategorised "},{"slug":"article-content","kind":"skill","name":"Article content","tagline":"When the user wants to write, generate, or create article body content—blog post body, long-form content, how-to guide, listicle. Also use when the user mentions \"write article,\" \"article content,\" \"blog post content,\" \"article body,\" \"long-form content creation,\" \"generate article,\" \"article draft,\" \"how-to guide content,\" \"listicle content,\" \"information gain,\" or \"content density.\" For single post page structure, schema, and SEO metadata, use article-page-generator. For blog index/listing page, use blog-page-generator. For short ad, landing, or email copy, use copywriting.","author":"kostja94","license":"MIT","stars":1006,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"article content when the user wants to write, generate, or create article body content—blog post body, long-form content, how-to guide, listicle. also use when the user mentions \"write article,\" \"article content,\" \"blog post content,\" \"article body,\" \"long-form content creation,\" \"generate article,\" \"article draft,\" \"how-to guide content,\" \"listicle content,\" \"information gain,\" or \"content density.\" for single post page structure, schema, and seo metadata, use article-page-generator. for blog index/listing page, use blog-page-generator. for short ad, landing, or email copy, use copywriting. article-content creator "},{"slug":"backlink-analysis","kind":"skill","name":"Backlink analysis","tagline":"When the user wants to analyze backlinks, audit link profile, or identify link issues. Also use when the user mentions \"backlink analysis,\" \"backlink audit,\" \"referring domains,\" \"toxic links,\" \"link profile,\" or \"disavow file.\" For acquisition, use link-building.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"backlink analysis when the user wants to analyze backlinks, audit link profile, or identify link issues. also use when the user mentions \"backlink analysis,\" \"backlink audit,\" \"referring domains,\" \"toxic links,\" \"link profile,\" or \"disavow file.\" for acquisition, use link-building. backlink-analysis marketing "},{"slug":"brand-monitoring-kostja94","kind":"skill","name":"Brand monitoring","tagline":"When the user wants to monitor brand mentions, detect trademark infringement, or set up brand monitoring. Also use when the user mentions \"brand monitoring,\" \"brand watch,\" \"trademark watch,\" \"brand mentions,\" \"impersonation detection,\" \"counterfeit detection,\" or \"brand abuse monitoring.\" For enforcement, use brand-protection.","author":"kostja94","license":"MIT","stars":1006,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"brand monitoring when the user wants to monitor brand mentions, detect trademark infringement, or set up brand monitoring. also use when the user mentions \"brand monitoring,\" \"brand watch,\" \"trademark watch,\" \"brand mentions,\" \"impersonation detection,\" \"counterfeit detection,\" or \"brand abuse monitoring.\" for enforcement, use brand-protection. brand-monitoring-kostja94 coding "},{"slug":"brand-protection","kind":"skill","name":"Brand protection","tagline":"When the user faces brand impersonation, fake websites, phishing sites, or trademark infringement. Also use when the user mentions \"fake site,\" \"impersonation,\" \"phishing site,\" \"trademark infringement,\" \"domain squatting,\" or \"brand abuse.\" For monitoring, use brand-monitoring.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"brand protection when the user faces brand impersonation, fake websites, phishing sites, or trademark infringement. also use when the user mentions \"fake site,\" \"impersonation,\" \"phishing site,\" \"trademark infringement,\" \"domain squatting,\" or \"brand abuse.\" for monitoring, use brand-monitoring. brand-protection marketing "},{"slug":"brand-visual-generator","kind":"skill","name":"Brand visual generator","tagline":"When the user wants to define, audit, or apply visual identity (typography, colors, spacing, design tokens, frontend aesthetics). Also use when the user mentions \"brand style guide,\" \"visual identity,\" \"design system,\" \"typography,\" \"color palette,\" \"brand guidelines,\" \"AI brand aesthetics,\" \"brand colors,\" \"font choices,\" \"spacing system,\" \"design tokens,\" \"motion,\" \"distinctive design,\" \"frontend aesthetics,\" \"PowerPoint theme,\" \"Google Slides brand,\" or \"slide master colors.\" For brand story, positioning, and voice, use branding.","author":"kostja94","license":"MIT","stars":1006,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"brand visual generator when the user wants to define, audit, or apply visual identity (typography, colors, spacing, design tokens, frontend aesthetics). also use when the user mentions \"brand style guide,\" \"visual identity,\" \"design system,\" \"typography,\" \"color palette,\" \"brand guidelines,\" \"ai brand aesthetics,\" \"brand colors,\" \"font choices,\" \"spacing system,\" \"design tokens,\" \"motion,\" \"distinctive design,\" \"frontend aesthetics,\" \"powerpoint theme,\" \"google slides brand,\" or \"slide master colors.\" for brand story, positioning, and voice, use branding. brand-visual-generator design & ui "},{"slug":"branding","kind":"skill","name":"Branding","tagline":"When the user wants to define, audit, or apply brand strategy—purpose, values, positioning, storytelling, voice, narrative (not only visuals). Also use when the user mentions \"brand strategy,\" \"brand story,\" \"brand storytelling,\" \"brand voice,\" \"brand identity,\" \"brand guidelines,\" \"brand purpose,\" \"brand values,\" \"origin story,\" \"brand narrative,\" \"brand personality,\" \"brand archetype,\" \"slide deck branding,\" \"PPT brand colors,\" or \"document style guide.\" For typography, colors, design tokens, and frontend visuals, use brand-visual-generator.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"branding when the user wants to define, audit, or apply brand strategy—purpose, values, positioning, storytelling, voice, narrative (not only visuals). also use when the user mentions \"brand strategy,\" \"brand story,\" \"brand storytelling,\" \"brand voice,\" \"brand identity,\" \"brand guidelines,\" \"brand purpose,\" \"brand values,\" \"origin story,\" \"brand narrative,\" \"brand personality,\" \"brand archetype,\" \"slide deck branding,\" \"ppt brand colors,\" or \"document style guide.\" for typography, colors, design tokens, and frontend visuals, use brand-visual-generator. branding marketing "},{"slug":"canonical-tag","kind":"skill","name":"Canonical tag","tagline":"When the user wants to configure canonical URLs, fix duplicate content, or consolidate URL signals. Also use when the user mentions \"canonical,\" \"canonical URL,\" \"duplicate content,\" \"duplicate content fix,\" \"preferred URL,\" or \"URL consolidation.\" For GSC duplicates, use google-search-console.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"canonical tag when the user wants to configure canonical urls, fix duplicate content, or consolidate url signals. also use when the user mentions \"canonical,\" \"canonical url,\" \"duplicate content,\" \"duplicate content fix,\" \"preferred url,\" or \"url consolidation.\" for gsc duplicates, use google-search-console. canonical-tag marketing "},{"slug":"cold-start-strategy","kind":"skill","name":"Cold start strategy","tagline":"When the user wants to plan cold start, get first users, or launch a new product with zero traction. Also use when the user mentions \"cold start,\" \"cold start problem,\" \"first users,\" \"seed users,\" \"finding users,\" \"finding early users,\" \"Fiverr Upwork,\" \"comment outreach,\" \"Twitter search users,\" \"product launch strategy,\" \"0 to 1 growth,\" \"early-stage acquisition,\" \"launch channels,\" \"get first customers,\" \"Product Hunt launch,\" \"AppSumo,\" \"LTD,\" \"indie hacker,\" \"bootstrapping,\" or \"solo founder.\" For directory listing copy and submissions, use directory-submission. For Product Hunt day-of execution, use product-hunt-launch. For GTM motion design, use gtm-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"cold start strategy when the user wants to plan cold start, get first users, or launch a new product with zero traction. also use when the user mentions \"cold start,\" \"cold start problem,\" \"first users,\" \"seed users,\" \"finding users,\" \"finding early users,\" \"fiverr upwork,\" \"comment outreach,\" \"twitter search users,\" \"product launch strategy,\" \"0 to 1 growth,\" \"early-stage acquisition,\" \"launch channels,\" \"get first customers,\" \"product hunt launch,\" \"appsumo,\" \"ltd,\" \"indie hacker,\" \"bootstrapping,\" or \"solo founder.\" for directory listing copy and submissions, use directory-submission. for product hunt day-of execution, use product-hunt-launch. for gtm motion design, use gtm-strategy. cold-start-strategy business & ops "},{"slug":"community-forum","kind":"skill","name":"Community forum","tagline":"When the user wants to promote via forums, communities, or invite users to join a community. Also use when the user mentions \"forum promotion,\" \"Indie Hacker,\" \"Hacker News,\" \"community growth,\" \"Discord promotion,\" \"vertical community,\" \"brand encyclopedia,\" \"Wikipedia,\" \"Quora,\" \"Reddit community,\" \"community building,\" \"forum marketing,\" or \"community invite.\" For Reddit copy, use reddit-posts. For strategy, use integrated-marketing.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"community forum when the user wants to promote via forums, communities, or invite users to join a community. also use when the user mentions \"forum promotion,\" \"indie hacker,\" \"hacker news,\" \"community growth,\" \"discord promotion,\" \"vertical community,\" \"brand encyclopedia,\" \"wikipedia,\" \"quora,\" \"reddit community,\" \"community building,\" \"forum marketing,\" or \"community invite.\" for reddit copy, use reddit-posts. for strategy, use integrated-marketing. community-forum marketing "},{"slug":"competitor-research-kostja94","kind":"skill","name":"Competitor research","tagline":"When the user wants to analyze competitors for SEO, content, backlinks, or positioning. Also use when the user mentions \"competitor analysis,\" \"competitor research,\" \"competitor keywords,\" \"competitor backlinks,\" \"link gap,\" \"content gap,\" \"competitor content,\" \"competitive analysis,\" or \"competitor comparison.\" For content roadmap, use content-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor research when the user wants to analyze competitors for seo, content, backlinks, or positioning. also use when the user mentions \"competitor analysis,\" \"competitor research,\" \"competitor keywords,\" \"competitor backlinks,\" \"link gap,\" \"content gap,\" \"competitor content,\" \"competitive analysis,\" or \"competitor comparison.\" for content roadmap, use content-strategy. competitor-research-kostja94 business & ops "},{"slug":"content-marketing","kind":"skill","name":"Content marketing","tagline":"When the user wants to plan content marketing across channels, define content types and formats, or create a content repurposing strategy. Also use when the user mentions \"content marketing strategy,\" \"content types,\" \"content formats,\" \"content repurposing,\" \"content calendar,\" \"content mix,\" \"owned content,\" \"content distribution,\" \"content funnel,\" or \"content planning across channels.\" For SEO calendar, use content-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"content marketing when the user wants to plan content marketing across channels, define content types and formats, or create a content repurposing strategy. also use when the user mentions \"content marketing strategy,\" \"content types,\" \"content formats,\" \"content repurposing,\" \"content calendar,\" \"content mix,\" \"owned content,\" \"content distribution,\" \"content funnel,\" or \"content planning across channels.\" for seo calendar, use content-strategy. content-marketing business & ops "},{"slug":"content-optimization","kind":"skill","name":"Content optimization","tagline":"When the user wants to optimize content for SEO—word count, H2 keywords, keyword density, multimedia, tables, lists. Also use when the user mentions \"content length,\" \"word count,\" \"keyword stuffing,\" \"H2 keywords,\" \"keyword density,\" \"tables,\" \"bullet points,\" or \"content structure.\" For keywords, use keyword-research.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"content optimization when the user wants to optimize content for seo—word count, h2 keywords, keyword density, multimedia, tables, lists. also use when the user mentions \"content length,\" \"word count,\" \"keyword stuffing,\" \"h2 keywords,\" \"keyword density,\" \"tables,\" \"bullet points,\" or \"content structure.\" for keywords, use keyword-research. content-optimization marketing "},{"slug":"content-strategy-kostja94","kind":"skill","name":"Content strategy","tagline":"When the user wants to plan content for SEO, create content calendar, or build topic clusters. Also use when the user mentions \"content strategy,\" \"content plan,\" \"topic clusters,\" \"pillar content,\" \"pillar page,\" \"cluster articles,\" \"editorial calendar,\" \"content hub,\" \"content planning,\" \"content clusters,\" \"topic cluster strategy,\" \"content strategy for SEO,\" or \"content calendar.\" For editorial mix, use content-marketing.","author":"kostja94","license":"MIT","stars":1006,"dept":"media","deptName":"Content creator","task":"media/plan-content","taskName":"Content planning","hay":"content strategy when the user wants to plan content for seo, create content calendar, or build topic clusters. also use when the user mentions \"content strategy,\" \"content plan,\" \"topic clusters,\" \"pillar content,\" \"pillar page,\" \"cluster articles,\" \"editorial calendar,\" \"content hub,\" \"content planning,\" \"content clusters,\" \"topic cluster strategy,\" \"content strategy for seo,\" or \"content calendar.\" for editorial mix, use content-marketing. content-strategy-kostja94 creator "},{"slug":"conversion-optimization-kostja94","kind":"skill","name":"Conversion optimization","tagline":"When the user wants to improve conversion rates, run A/B tests, optimize funnels, or reduce friction. Also use when the user mentions \"CRO,\" \"conversion rate optimization,\" \"A/B test,\" \"split test,\" \"funnel optimization,\" \"checkout optimization,\" \"form optimization,\" or \"conversion funnel.\" For pricing psychology, use pricing-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"conversion optimization when the user wants to improve conversion rates, run a/b tests, optimize funnels, or reduce friction. also use when the user mentions \"cro,\" \"conversion rate optimization,\" \"a/b test,\" \"split test,\" \"funnel optimization,\" \"checkout optimization,\" \"form optimization,\" or \"conversion funnel.\" for pricing psychology, use pricing-strategy. conversion-optimization-kostja94 marketing "},{"slug":"core-web-vitals-kostja94","kind":"skill","name":"Core web vitals","tagline":"When the user wants to optimize Core Web Vitals, fix LCP, INP, or CLS issues. Also use when the user mentions \"Core Web Vitals,\" \"CWV,\" \"LCP,\" \"INP,\" \"CLS,\" \"FID,\" \"page speed,\" \"page performance,\" \"Largest Contentful Paint,\" \"Interaction to Next Paint,\" \"Cumulative Layout Shift,\" or \"Page Experience.\" For GSC CWV, use google-search-console.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"core web vitals when the user wants to optimize core web vitals, fix lcp, inp, or cls issues. also use when the user mentions \"core web vitals,\" \"cwv,\" \"lcp,\" \"inp,\" \"cls,\" \"fid,\" \"page speed,\" \"page performance,\" \"largest contentful paint,\" \"interaction to next paint,\" \"cumulative layout shift,\" or \"page experience.\" for gsc cwv, use google-search-console. core-web-vitals-kostja94 marketing "},{"slug":"creator-program","kind":"skill","name":"Creator program","tagline":"When the user wants to plan, implement, or optimize creator program strategy. Also use when the user mentions \"creator program,\" \"creator partnership,\" \"content co-creation,\" \"creator ambassador,\" \"creator economy,\" \"creator collaboration,\" \"UGC program,\" \"creator incentives,\" or \"creator community.\" For influencers, use influencer-marketing.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/partner-influencer","taskName":"Partners & influencers","hay":"creator program when the user wants to plan, implement, or optimize creator program strategy. also use when the user mentions \"creator program,\" \"creator partnership,\" \"content co-creation,\" \"creator ambassador,\" \"creator economy,\" \"creator collaboration,\" \"ugc program,\" \"creator incentives,\" or \"creator community.\" for influencers, use influencer-marketing. creator-program marketing "},{"slug":"ctv-ads","kind":"skill","name":"Ctv ads","tagline":"When the user wants to run CTV, OTT, or streaming TV ads. Also use when the user mentions \"CTV ads,\" \"connected TV,\" \"OTT advertising,\" \"streaming ads,\" \"TV ads,\" \"Hulu ads,\" \"Roku ads,\" \"YouTube TV ads,\" or \"programmatic TV.\" For paid mix, use paid-ads-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"ctv ads when the user wants to run ctv, ott, or streaming tv ads. also use when the user mentions \"ctv ads,\" \"connected tv,\" \"ott advertising,\" \"streaming ads,\" \"tv ads,\" \"hulu ads,\" \"roku ads,\" \"youtube tv ads,\" or \"programmatic tv.\" for paid mix, use paid-ads-strategy. ctv-ads uncategorised "},{"slug":"directory-listing-ads","kind":"skill","name":"Directory listing ads","tagline":"When the user wants to run paid ads within directories or marketplaces. Also use when the user mentions \"Taaft ads,\" \"Shopify App Store ads,\" \"G2 sponsored,\" \"Capterra ads,\" \"directory ads,\" \"marketplace ads,\" \"paid listing,\" \"sponsored listing,\" or \"directory promotion.\" For organic listings, use directory-submission.","author":"kostja94","license":"MIT","stars":1006,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"directory listing ads when the user wants to run paid ads within directories or marketplaces. also use when the user mentions \"taaft ads,\" \"shopify app store ads,\" \"g2 sponsored,\" \"capterra ads,\" \"directory ads,\" \"marketplace ads,\" \"paid listing,\" \"sponsored listing,\" or \"directory promotion.\" for organic listings, use directory-submission. directory-listing-ads uncategorised "},{"slug":"directory-submission","kind":"skill","name":"Directory submission","tagline":"When the user wants to submit a product or app to directories, curated lists, launch platforms, or app stores—and needs ready-to-paste copy per platform. Reads root contextus.md when present. Also use when the user mentions \"directory submission,\" \"get listed,\" \"app store listing,\" \"submit to directories,\" \"curated list,\" \"best tools list,\" \"Taaft,\" \"Product Hunt,\" \"directory ads,\" \"newsletter feature,\" \"directory campaign,\" \"tailor description per platform,\" \"Shopify App Store,\" \"Chrome Web Store,\" \"navigation site,\" or \"product directory.\" For Product Hunt launch day tactics (hunter, first comment, timing), use product-hunt-launch. For full 0→1 channel planning, use cold-start-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"directory submission when the user wants to submit a product or app to directories, curated lists, launch platforms, or app stores—and needs ready-to-paste copy per platform. reads root contextus.md when present. also use when the user mentions \"directory submission,\" \"get listed,\" \"app store listing,\" \"submit to directories,\" \"curated list,\" \"best tools list,\" \"taaft,\" \"product hunt,\" \"directory ads,\" \"newsletter feature,\" \"directory campaign,\" \"tailor description per platform,\" \"shopify app store,\" \"chrome web store,\" \"navigation site,\" or \"product directory.\" for product hunt launch day tactics (hunter, first comment, timing), use product-hunt-launch. for full 0→1 channel planning, use cold-start-strategy. directory-submission business & ops "},{"slug":"discount-marketing-strategy","kind":"skill","name":"Discount marketing strategy","tagline":"When the user wants to plan, implement, or optimize discount and promotional pricing strategy. Also use when the user mentions \"discount strategy,\" \"promo code,\" \"coupon,\" \"redeem code,\" \"lifetime deal,\" \"LTD,\" \"AppSumo,\" \"Black Friday,\" \"Cyber Monday,\" \"BFCM,\" \"seasonal sale,\" or \"promotional pricing.\" For pricing page, use pricing-page-generator.","author":"kostja94","license":"MIT","stars":1006,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"discount marketing strategy when the user wants to plan, implement, or optimize discount and promotional pricing strategy. also use when the user mentions \"discount strategy,\" \"promo code,\" \"coupon,\" \"redeem code,\" \"lifetime deal,\" \"ltd,\" \"appsumo,\" \"black friday,\" \"cyber monday,\" \"bfcm,\" \"seasonal sale,\" or \"promotional pricing.\" for pricing page, use pricing-page-generator. discount-marketing-strategy sales & ecommerce "},{"slug":"display-ads","kind":"skill","name":"Display ads","tagline":"When the user wants to run display, banner, or ad network campaigns. Also use when the user mentions \"display ads,\" \"banner ads,\" \"ad network,\" \"ad alliance,\" \"programmatic display,\" \"native ads,\" or \"retargeting display.\" For strategy, use paid-ads-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"display ads when the user wants to run display, banner, or ad network campaigns. also use when the user mentions \"display ads,\" \"banner ads,\" \"ad network,\" \"ad alliance,\" \"programmatic display,\" \"native ads,\" or \"retargeting display.\" for strategy, use paid-ads-strategy. display-ads business & ops "},{"slug":"distribution-channels","kind":"skill","name":"Distribution channels","tagline":"When the user wants to plan product distribution via marketplaces, app stores, or third-party platforms. Also use when the user mentions \"distribution channels,\" \"marketplace listing,\" \"app store listing,\" \"Figma plugin,\" \"Chrome extension marketplace,\" \"AWS Marketplace,\" \"Shopify app,\" \"GPTs store,\" \"app distribution,\" or \"third-party marketplace.\" For channel mix, use integrated-marketing.","author":"kostja94","license":"MIT","stars":1006,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"distribution channels when the user wants to plan product distribution via marketplaces, app stores, or third-party platforms. also use when the user mentions \"distribution channels,\" \"marketplace listing,\" \"app store listing,\" \"figma plugin,\" \"chrome extension marketplace,\" \"aws marketplace,\" \"shopify app,\" \"gpts store,\" \"app distribution,\" or \"third-party marketplace.\" for channel mix, use integrated-marketing. distribution-channels sales & ecommerce "},{"slug":"domain-architecture","kind":"skill","name":"Domain architecture","tagline":"When the user wants to decide domain structure for multiple products or brands—subfolder vs subdomain vs independent domain. Also use when the user mentions \"subfolder vs subdomain,\" \"subdirectory vs subdomain,\" \"multiple products domain,\" \"multiple websites,\" \"brand architecture,\" \"branded house,\" \"house of brands,\" \"where to host product,\" \"domain structure,\" or \"hub-spoke domain.\" For brand SERP, use multi-domain-brand-seo.","author":"kostja94","license":"MIT","stars":1006,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"domain architecture when the user wants to decide domain structure for multiple products or brands—subfolder vs subdomain vs independent domain. also use when the user mentions \"subfolder vs subdomain,\" \"subdirectory vs subdomain,\" \"multiple products domain,\" \"multiple websites,\" \"brand architecture,\" \"branded house,\" \"house of brands,\" \"where to host product,\" \"domain structure,\" or \"hub-spoke domain.\" for brand serp, use multi-domain-brand-seo. domain-architecture coding "},{"slug":"domain-selection","kind":"skill","name":"Domain selection","tagline":"When the user wants to choose an SEO-friendly domain for a new site—brand vs keyword domain, TLD selection, or domain best practices. Also use when the user mentions \"domain choice,\" \"pick domain,\" \"SEO-friendly domain,\" \"brand domain,\" \"EMD,\" \"PMD,\" \"exact match domain,\" \"partial match domain,\" \"TLD,\" \".ai domain,\" \".com vs .io,\" \"domain length,\" \"domain history,\" or \"defensive domain registration.\" For migration, use rebranding-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"domain selection when the user wants to choose an seo-friendly domain for a new site—brand vs keyword domain, tld selection, or domain best practices. also use when the user mentions \"domain choice,\" \"pick domain,\" \"seo-friendly domain,\" \"brand domain,\" \"emd,\" \"pmd,\" \"exact match domain,\" \"partial match domain,\" \"tld,\" \".ai domain,\" \".com vs .io,\" \"domain length,\" \"domain history,\" or \"defensive domain registration.\" for migration, use rebranding-strategy. domain-selection marketing "},{"slug":"education-program","kind":"skill","name":"Education program","tagline":"When the user wants to plan, implement, or optimize student and education discount programs. Also use when the user mentions \"student discount,\" \"education discount,\" \"student plan,\" \"for students,\" \".edu discount,\" \"academic pricing,\" \"student verification,\" \"SheerID,\" \"UNiDAYS,\" or \"education program.\" For startup pricing page, use startups-page-generator.","author":"kostja94","license":"MIT","stars":1006,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"education program when the user wants to plan, implement, or optimize student and education discount programs. also use when the user mentions \"student discount,\" \"education discount,\" \"student plan,\" \"for students,\" \".edu discount,\" \"academic pricing,\" \"student verification,\" \"sheerid,\" \"unidays,\" or \"education program.\" for startup pricing page, use startups-page-generator. education-program sales & ecommerce "},{"slug":"eeat-signals","kind":"skill","name":"Eeat signals","tagline":"When the user wants to improve E-E-A-T, add trust signals, or optimize for expertise and authority. Also use when the user mentions \"E-E-A-T,\" \"E-E-A-T signals,\" \"experience expertise authority trust,\" \"author bio,\" \"YMYL,\" \"trust signals,\" \"expertise signals,\" \"authority signals,\" \"citations,\" \"references,\" or \"credibility.\" For headings, use heading-structure.","author":"kostja94","license":"MIT","stars":1006,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"eeat signals when the user wants to improve e-e-a-t, add trust signals, or optimize for expertise and authority. also use when the user mentions \"e-e-a-t,\" \"e-e-a-t signals,\" \"experience expertise authority trust,\" \"author bio,\" \"ymyl,\" \"trust signals,\" \"expertise signals,\" \"authority signals,\" \"citations,\" \"references,\" or \"credibility.\" for headings, use heading-structure. eeat-signals uncategorised "},{"slug":"employee-generated-content","kind":"skill","name":"Employee generated content","tagline":"When the user wants to plan, implement, or optimize employee-generated content (EGC) or employee advocacy. Also use when the user mentions \"EGC,\" \"employee advocacy,\" \"employee content,\" \"internal brand ambassadors,\" \"employee social media,\" \"employee advocacy program,\" \"staff advocacy,\" \"LinkedIn employee posts,\" or \"brand ambassador program.\" For LinkedIn, use linkedin-posts.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"employee generated content when the user wants to plan, implement, or optimize employee-generated content (egc) or employee advocacy. also use when the user mentions \"egc,\" \"employee advocacy,\" \"employee content,\" \"internal brand ambassadors,\" \"employee social media,\" \"employee advocacy program,\" \"staff advocacy,\" \"linkedin employee posts,\" or \"brand ambassador program.\" for linkedin, use linkedin-posts. employee-generated-content marketing "},{"slug":"entity-seo","kind":"skill","name":"Entity SEO","tagline":"When the user wants to optimize for entity recognition, Knowledge Graph, or entity-based SEO. Also use when the user mentions \"entity SEO,\" \"entity optimization,\" \"Knowledge Graph,\" \"Knowledge Panel,\" \"entity signals,\" \"brand entity,\" \"entity linking,\" \"entity relationships,\" or \"entity-first content.\" For structured data, use schema-markup.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"entity seo when the user wants to optimize for entity recognition, knowledge graph, or entity-based seo. also use when the user mentions \"entity seo,\" \"entity optimization,\" \"knowledge graph,\" \"knowledge panel,\" \"entity signals,\" \"brand entity,\" \"entity linking,\" \"entity relationships,\" or \"entity-first content.\" for structured data, use schema-markup. entity-seo marketing "},{"slug":"favicon-generator","kind":"skill","name":"Favicon generator","tagline":"When the user wants to implement, optimize, or audit favicon and app icons. Also use when the user mentions \"favicon,\" \"app icon,\" \"browser icon,\" \"touch icon,\" \"PWA icon,\" \"favicon sizes,\" \"apple-touch-icon,\" \"favicon.ico,\" \"site icon,\" or \"tab icon.\" For visual system, use brand-visual-generator.","author":"kostja94","license":"MIT","stars":1006,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"favicon generator when the user wants to implement, optimize, or audit favicon and app icons. also use when the user mentions \"favicon,\" \"app icon,\" \"browser icon,\" \"touch icon,\" \"pwa icon,\" \"favicon sizes,\" \"apple-touch-icon,\" \"favicon.ico,\" \"site icon,\" or \"tab icon.\" for visual system, use brand-visual-generator. favicon-generator uncategorised "},{"slug":"featured-snippet","kind":"skill","name":"Featured snippet","tagline":"When the user wants to optimize for Featured Snippets, Position Zero, or snippet extraction. Also use when the user mentions \"featured snippet,\" \"position zero,\" \"snippet optimization,\" \"answer box,\" \"definition box,\" \"list snippet,\" \"table snippet,\" \"paragraph snippet,\" \"PAA optimization,\" or \"win position zero.\" For schema, use schema-markup. For step-by-step HowTo sections (lists, copy), use howto-section-generator.","author":"kostja94","license":"MIT","stars":1006,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"featured snippet when the user wants to optimize for featured snippets, position zero, or snippet extraction. also use when the user mentions \"featured snippet,\" \"position zero,\" \"snippet optimization,\" \"answer box,\" \"definition box,\" \"list snippet,\" \"table snippet,\" \"paragraph snippet,\" \"paa optimization,\" or \"win position zero.\" for schema, use schema-markup. for step-by-step howto sections (lists, copy), use howto-section-generator. featured-snippet uncategorised "},{"slug":"generative-engine-optimization","kind":"skill","name":"Generative engine optimization","tagline":"When the user wants to optimize for AI search visibility (ChatGPT, Claude, Perplexity, AI Overviews). Also use when the user mentions \"GEO,\" \"AEO,\" \"generative engine optimization,\" \"AI search visibility,\" \"LLM optimization,\" \"GitHub GEO,\" \"Grokipedia,\" \"optimize for ChatGPT,\" \"AI Overviews,\" \"Bing Copilot,\" \"Yandex AI,\" \"Perplexity optimization,\" \"GEO strategy,\" or \"AI search optimization.\" For third-party publishing strategy (which platforms to use), use parasite-seo. For GitHub repos, README, and Awesome lists, use github. For Medium.com only, use medium-posts. For Grokipedia edits, use grokipedia-recommendations. For traditional Google SERP strategy, use seo-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"generative engine optimization when the user wants to optimize for ai search visibility (chatgpt, claude, perplexity, ai overviews). also use when the user mentions \"geo,\" \"aeo,\" \"generative engine optimization,\" \"ai search visibility,\" \"llm optimization,\" \"github geo,\" \"grokipedia,\" \"optimize for chatgpt,\" \"ai overviews,\" \"bing copilot,\" \"yandex ai,\" \"perplexity optimization,\" \"geo strategy,\" or \"ai search optimization.\" for third-party publishing strategy (which platforms to use), use parasite-seo. for github repos, readme, and awesome lists, use github. for medium.com only, use medium-posts. for grokipedia edits, use grokipedia-recommendations. for traditional google serp strategy, use seo-strategy. generative-engine-optimization marketing "},{"slug":"github","kind":"skill","name":"Github","tagline":"When the user wants to use GitHub for SEO, parasite SEO, GEO, open source marketing, README optimization, or curated Awesome lists. Also use when the user mentions \"GitHub,\" \"GitHub SEO,\" \"GitHub parasite SEO,\" \"GitHub GEO,\" \"awesome list,\" \"GitHub README,\" \"profile README,\" \"pinned repositories,\" \"Trending,\" \"Explore,\" \"repository name,\" \"About section,\" \"GitHub description,\" \"GitHub topics,\" \"Website field,\" \"GitHub Pages,\" \"github.io,\" \"user site,\" \"project site,\" \"GitHub gist,\" \"curated list,\" or \"navigation list.\" Not for Medium or other non-GitHub platforms—use parasite-seo or medium-posts. For OSS business model, use open-source-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"github when the user wants to use github for seo, parasite seo, geo, open source marketing, readme optimization, or curated awesome lists. also use when the user mentions \"github,\" \"github seo,\" \"github parasite seo,\" \"github geo,\" \"awesome list,\" \"github readme,\" \"profile readme,\" \"pinned repositories,\" \"trending,\" \"explore,\" \"repository name,\" \"about section,\" \"github description,\" \"github topics,\" \"website field,\" \"github pages,\" \"github.io,\" \"user site,\" \"project site,\" \"github gist,\" \"curated list,\" or \"navigation list.\" not for medium or other non-github platforms—use parasite-seo or medium-posts. for oss business model, use open-source-strategy. github marketing "},{"slug":"google-ads-kostja94","kind":"skill","name":"Google ads","tagline":"When the user wants to set up, optimize, or manage Google Ads campaigns. Also use when the user mentions \"Google Ads,\" \"Google Search Ads,\" \"PPC,\" \"SEM,\" \"PMF testing with ads,\" \"test product-market fit,\" \"Responsive Search Ads,\" \"RSA,\" \"Performance Max,\" \"Quality Score,\" \"keyword bidding,\" or \"Google Display/YouTube ads.\" For paid mix, use paid-ads-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/run-search-ads","taskName":"Search ads","hay":"google ads when the user wants to set up, optimize, or manage google ads campaigns. also use when the user mentions \"google ads,\" \"google search ads,\" \"ppc,\" \"sem,\" \"pmf testing with ads,\" \"test product-market fit,\" \"responsive search ads,\" \"rsa,\" \"performance max,\" \"quality score,\" \"keyword bidding,\" or \"google display/youtube ads.\" for paid mix, use paid-ads-strategy. google-ads-kostja94 marketing "},{"slug":"grokipedia-recommendations","kind":"skill","name":"Grokipedia recommendations","tagline":"When the user wants to add recommendations, links, or content to Grokipedia. Also use when the user mentions \"Grokipedia,\" \"GEO wiki,\" \"AI encyclopedia,\" \"suggest Grokipedia article,\" \"Grokipedia citation,\" \"Grokipedia listing,\" \"AI search citation,\" \"GEO visibility,\" or \"Grokipedia optimization.\" For multi-platform parasite SEO strategy, use parasite-seo. For broad AI search visibility, use generative-engine-optimization.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"grokipedia recommendations when the user wants to add recommendations, links, or content to grokipedia. also use when the user mentions \"grokipedia,\" \"geo wiki,\" \"ai encyclopedia,\" \"suggest grokipedia article,\" \"grokipedia citation,\" \"grokipedia listing,\" \"ai search citation,\" \"geo visibility,\" or \"grokipedia optimization.\" for multi-platform parasite seo strategy, use parasite-seo. for broad ai search visibility, use generative-engine-optimization. grokipedia-recommendations marketing "},{"slug":"growth-funnel","kind":"skill","name":"Growth funnel","tagline":"When the user wants to plan growth using the AARRR framework, diagnose growth bottlenecks, or map actions across the customer lifecycle. Also use when the user mentions \"growth funnel,\" \"AARRR,\" \"pirate metrics,\" \"acquisition activation retention,\" \"customer lifecycle metrics,\" or \"growth framework.\" For retention tactics, use retention-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"growth funnel when the user wants to plan growth using the aarrr framework, diagnose growth bottlenecks, or map actions across the customer lifecycle. also use when the user mentions \"growth funnel,\" \"aarrr,\" \"pirate metrics,\" \"acquisition activation retention,\" \"customer lifecycle metrics,\" or \"growth framework.\" for retention tactics, use retention-strategy. growth-funnel business & ops "},{"slug":"gtm-strategy-kostja94","kind":"skill","name":"Gtm strategy","tagline":"When the user wants to plan go-to-market strategy, GTM framework, or market entry. Also use when the user mentions \"GTM,\" \"go-to-market,\" \"market entry,\" \"new market,\" \"repositioning,\" \"PLG,\" \"sales-led,\" \"product-led,\" \"marketing-led,\" \"ICP,\" \"buyer persona,\" \"GTM motion,\" or \"market expansion.\" For launch checklist, use product-launch.","author":"kostja94","license":"MIT","stars":1006,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"gtm strategy when the user wants to plan go-to-market strategy, gtm framework, or market entry. also use when the user mentions \"gtm,\" \"go-to-market,\" \"market entry,\" \"new market,\" \"repositioning,\" \"plg,\" \"sales-led,\" \"product-led,\" \"marketing-led,\" \"icp,\" \"buyer persona,\" \"gtm motion,\" or \"market expansion.\" for launch checklist, use product-launch. gtm-strategy-kostja94 business & ops "},{"slug":"heading-structure","kind":"skill","name":"Heading structure","tagline":"When the user wants to optimize heading structure (H1-H6), fix heading hierarchy, or improve content structure. Also use when the user mentions \"H1,\" \"heading,\" \"heading hierarchy,\" \"content structure,\" \"H2,\" \"H3,\" \"heading tags,\" \"heading SEO,\" \"multiple H1,\" or \"heading structure.\" For SEO workflow, use seo-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"heading structure when the user wants to optimize heading structure (h1-h6), fix heading hierarchy, or improve content structure. also use when the user mentions \"h1,\" \"heading,\" \"heading hierarchy,\" \"content structure,\" \"h2,\" \"h3,\" \"heading tags,\" \"heading seo,\" \"multiple h1,\" or \"heading structure.\" for seo workflow, use seo-strategy. heading-structure marketing "},{"slug":"image-optimization","kind":"skill","name":"Image optimization","tagline":"When the user wants to optimize images for search engines and performance. Also use when the user mentions \"image SEO,\" \"alt text,\" \"image captions,\" \"figcaption,\" \"image optimization,\" \"WebP,\" \"lazy loading,\" \"LCP,\" \"image sitemap,\" \"responsive images,\" \"srcset,\" \"image format,\" or \"hero image optimization.\" For CWV, use core-web-vitals.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"image optimization when the user wants to optimize images for search engines and performance. also use when the user mentions \"image seo,\" \"alt text,\" \"image captions,\" \"figcaption,\" \"image optimization,\" \"webp,\" \"lazy loading,\" \"lcp,\" \"image sitemap,\" \"responsive images,\" \"srcset,\" \"image format,\" or \"hero image optimization.\" for cwv, use core-web-vitals. image-optimization marketing "},{"slug":"indexing","kind":"skill","name":"Indexing","tagline":"When the user wants to fix indexing issues from Search Console, use noindex, or implement Google Indexing API. Also use when the user mentions \"fix indexing,\" \"not indexed,\" \"Crawled - currently not indexed,\" \"discovered - currently not indexed,\" \"index coverage,\" \"noindex,\" \"noindex tag,\" \"pages not indexed,\" \"why not indexed,\" \"request indexing,\" or \"Google Indexing API.\" For sitemap, use xml-sitemap.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"indexing when the user wants to fix indexing issues from search console, use noindex, or implement google indexing api. also use when the user mentions \"fix indexing,\" \"not indexed,\" \"crawled - currently not indexed,\" \"discovered - currently not indexed,\" \"index coverage,\" \"noindex,\" \"noindex tag,\" \"pages not indexed,\" \"why not indexed,\" \"request indexing,\" or \"google indexing api.\" for sitemap, use xml-sitemap. indexing marketing "},{"slug":"indexnow","kind":"skill","name":"Indexnow","tagline":"When the user wants to implement IndexNow, notify search engines of new/updated URLs, or speed up Bing indexing. Also use when the user mentions \"IndexNow,\" \"Bing indexing,\" \"URL notification,\" \"instant indexing,\" \"sitemap IndexNow sync,\" \"share URL list with sitemap,\" or \"IndexNow API.\" For sitemap SSOT, use xml-sitemap.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"indexnow when the user wants to implement indexnow, notify search engines of new/updated urls, or speed up bing indexing. also use when the user mentions \"indexnow,\" \"bing indexing,\" \"url notification,\" \"instant indexing,\" \"sitemap indexnow sync,\" \"share url list with sitemap,\" or \"indexnow api.\" for sitemap ssot, use xml-sitemap. indexnow marketing "},{"slug":"indie-hacker-strategy","kind":"skill","name":"Indie hacker strategy","tagline":"When the user wants indie hacker or bootstrapping founder strategy—growth, channels, Build in Public, or solo founder tactics. Also use when the user mentions \"indie hacker,\" \"indie developer,\" \"bootstrapping,\" \"bootstrapped founder,\" \"solo founder,\" \"Build in Public,\" \"scratch your own itch,\" \"Micro-SaaS,\" \"first 100 users,\" or \"solo company.\" For cold start, use cold-start-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"indie hacker strategy when the user wants indie hacker or bootstrapping founder strategy—growth, channels, build in public, or solo founder tactics. also use when the user mentions \"indie hacker,\" \"indie developer,\" \"bootstrapping,\" \"bootstrapped founder,\" \"solo founder,\" \"build in public,\" \"scratch your own itch,\" \"micro-saas,\" \"first 100 users,\" or \"solo company.\" for cold start, use cold-start-strategy. indie-hacker-strategy business & ops "},{"slug":"influencer-marketing-kostja94","kind":"skill","name":"Influencer marketing","tagline":"When the user wants to plan, implement, or optimize influencer marketing strategy. Also use when the user mentions \"influencer marketing,\" \"KOL,\" \"creator partnership,\" \"brand ambassador,\" \"sponsored content,\" \"influencer campaign,\" \"micro-influencer,\" \"influencer outreach,\" \"creator collaboration,\" or \"influencer deal.\" For creator programs, use creator-program.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/partner-influencer","taskName":"Partners & influencers","hay":"influencer marketing when the user wants to plan, implement, or optimize influencer marketing strategy. also use when the user mentions \"influencer marketing,\" \"kol,\" \"creator partnership,\" \"brand ambassador,\" \"sponsored content,\" \"influencer campaign,\" \"micro-influencer,\" \"influencer outreach,\" \"creator collaboration,\" or \"influencer deal.\" for creator programs, use creator-program. influencer-marketing-kostja94 marketing "},{"slug":"integrated-marketing","kind":"skill","name":"Integrated marketing","tagline":"When the user wants to plan integrated marketing, coordinate channels, or clarify program vs channel vs campaign. Also use when the user mentions \"IMC,\" \"integrated marketing,\" \"channel mix,\" \"marketing program,\" \"PESO model,\" \"integrated marketing communications,\" \"omnichannel marketing,\" \"channel strategy,\" \"marketing mix,\" or \"cross-channel campaign.\" For content planning, use content-marketing.","author":"kostja94","license":"MIT","stars":1006,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"integrated marketing when the user wants to plan integrated marketing, coordinate channels, or clarify program vs channel vs campaign. also use when the user mentions \"imc,\" \"integrated marketing,\" \"channel mix,\" \"marketing program,\" \"peso model,\" \"integrated marketing communications,\" \"omnichannel marketing,\" \"channel strategy,\" \"marketing mix,\" or \"cross-channel campaign.\" for content planning, use content-marketing. integrated-marketing business & ops "},{"slug":"internal-links","kind":"skill","name":"Internal links","tagline":"When the user wants to optimize internal linking, fix orphan pages, or improve link structure. Also use when the user mentions \"internal links,\" \"internal linking,\" \"anchor text,\" \"link equity,\" \"internal linking strategy,\" or \"orphan pages.\" For IA, use website-structure.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"internal links when the user wants to optimize internal linking, fix orphan pages, or improve link structure. also use when the user mentions \"internal links,\" \"internal linking,\" \"anchor text,\" \"link equity,\" \"internal linking strategy,\" or \"orphan pages.\" for ia, use website-structure. internal-links marketing "},{"slug":"keyword-research-kostja94","kind":"skill","name":"Keyword research","tagline":"When the user wants to research keywords, find target keywords, or analyze search intent. Also use when the user mentions \"keyword research,\" \"keyword tool,\" \"target keywords,\" \"search volume,\" \"search intent,\" \"keyword difficulty,\" \"topical map,\" \"keyword clustering,\" \"People Also Ask,\" \"Google autocomplete,\" \"autocomplete keywords,\" or \"alphabet method.\" For clusters, use content-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"keyword research when the user wants to research keywords, find target keywords, or analyze search intent. also use when the user mentions \"keyword research,\" \"keyword tool,\" \"target keywords,\" \"search volume,\" \"search intent,\" \"keyword difficulty,\" \"topical map,\" \"keyword clustering,\" \"people also ask,\" \"google autocomplete,\" \"autocomplete keywords,\" or \"alphabet method.\" for clusters, use content-strategy. keyword-research-kostja94 marketing "},{"slug":"link-building","kind":"skill","name":"Link building","tagline":"When the user wants to build backlinks, acquire links, or improve off-page SEO. Also use when the user mentions \"link building,\" \"backlinks,\" \"off-page SEO,\" \"link acquisition,\" \"outreach,\" \"guest posting,\" \"broken link building,\" \"link outreach,\" \"acquire backlinks,\" \"how to build backlinks,\" or \"link building strategy.\" For profile audit, use backlink-analysis.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"link building when the user wants to build backlinks, acquire links, or improve off-page seo. also use when the user mentions \"link building,\" \"backlinks,\" \"off-page seo,\" \"link acquisition,\" \"outreach,\" \"guest posting,\" \"broken link building,\" \"link outreach,\" \"acquire backlinks,\" \"how to build backlinks,\" or \"link building strategy.\" for profile audit, use backlink-analysis. link-building marketing "},{"slug":"linkedin-ads-kostja94","kind":"skill","name":"Linkedin ads","tagline":"When the user wants to set up, optimize, or manage LinkedIn Ads. Also use when the user mentions \"LinkedIn Ads,\" \"LinkedIn Campaign Manager,\" \"Sponsored Content,\" \"Lead Gen Forms,\" \"Sponsored Messaging,\" \"Message Ads,\" \"Conversation Ads,\" \"Accelerate,\" \"Classic ad set,\" \"Audience Network,\" \"objective-based pricing,\" \"Insight Tag,\" \"job title targeting,\" \"company targeting,\" \"Matched Audiences,\" or \"B2B paid ads.\" For organic posts, use linkedin-posts.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"linkedin ads when the user wants to set up, optimize, or manage linkedin ads. also use when the user mentions \"linkedin ads,\" \"linkedin campaign manager,\" \"sponsored content,\" \"lead gen forms,\" \"sponsored messaging,\" \"message ads,\" \"conversation ads,\" \"accelerate,\" \"classic ad set,\" \"audience network,\" \"objective-based pricing,\" \"insight tag,\" \"job title targeting,\" \"company targeting,\" \"matched audiences,\" or \"b2b paid ads.\" for organic posts, use linkedin-posts. linkedin-ads-kostja94 marketing "},{"slug":"linkedin-posts","kind":"skill","name":"Linkedin posts","tagline":"When the user wants to create LinkedIn post copy or optimize for LinkedIn. Also use when the user mentions \"LinkedIn post,\" \"LinkedIn article,\" \"professional post,\" \"post to LinkedIn,\" \"LinkedIn content,\" \"LinkedIn copy,\" \"B2B LinkedIn,\" \"LinkedIn engagement,\" \"LinkedIn feed,\" \"share box,\" \"document post,\" \"poll,\" \"Newsletter,\" \"reshare,\" or \"LinkedIn marketing.\" For LinkedIn ads, use linkedin-ads.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"linkedin posts when the user wants to create linkedin post copy or optimize for linkedin. also use when the user mentions \"linkedin post,\" \"linkedin article,\" \"professional post,\" \"post to linkedin,\" \"linkedin content,\" \"linkedin copy,\" \"b2b linkedin,\" \"linkedin engagement,\" \"linkedin feed,\" \"share box,\" \"document post,\" \"poll,\" \"newsletter,\" \"reshare,\" or \"linkedin marketing.\" for linkedin ads, use linkedin-ads. linkedin-posts marketing "},{"slug":"local-seo-kostja94","kind":"skill","name":"Local SEO","tagline":"When the user wants to optimize for local search, set up Google Business Profile, or build local citations. Also use when the user mentions \"local SEO,\" \"Google Business Profile,\" \"Google Maps,\" \"NAP,\" \"citations,\" \"local search,\" \"local business,\" or \"service area.\" For location pages, use programmatic-seo.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"local seo when the user wants to optimize for local search, set up google business profile, or build local citations. also use when the user mentions \"local seo,\" \"google business profile,\" \"google maps,\" \"nap,\" \"citations,\" \"local search,\" \"local business,\" or \"service area.\" for location pages, use programmatic-seo. local-seo-kostja94 marketing "},{"slug":"localization-strategy","kind":"skill","name":"Localization strategy","tagline":"When the user wants to plan or implement localization strategy for multilingual and global growth. Also use when the user mentions \"localization,\" \"multilingual,\" \"i18n,\" \"global expansion,\" \"market entry,\" \"localization strategy,\" \"hreflang,\" \"multi-language SEO,\" or \"international SEO.\" For translation workflow, glossary, and style guide, use translation.","author":"kostja94","license":"MIT","stars":1006,"dept":"operations","deptName":"Operations","task":"operations/write-clearly","taskName":"Clear writing","hay":"localization strategy when the user wants to plan or implement localization strategy for multilingual and global growth. also use when the user mentions \"localization,\" \"multilingual,\" \"i18n,\" \"global expansion,\" \"market entry,\" \"localization strategy,\" \"hreflang,\" \"multi-language seo,\" or \"international seo.\" for translation workflow, glossary, and style guide, use translation. localization-strategy business & ops "},{"slug":"medium-posts","kind":"skill","name":"Medium posts","tagline":"When the user wants to write, publish, republish, or optimize posts on Medium.com (canonical tags, distribution, Medium SEO). Also use when the user mentions \"Medium,\" \"Medium article,\" \"Medium story,\" \"Medium publishing,\" \"canonical Medium,\" or \"publish on Medium.\" Not for general parasite SEO when Medium is not the target platform—use parasite-seo. For AI search visibility strategy, use generative-engine-optimization.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"medium posts when the user wants to write, publish, republish, or optimize posts on medium.com (canonical tags, distribution, medium seo). also use when the user mentions \"medium,\" \"medium article,\" \"medium story,\" \"medium publishing,\" \"canonical medium,\" or \"publish on medium.\" not for general parasite seo when medium is not the target platform—use parasite-seo. for ai search visibility strategy, use generative-engine-optimization. medium-posts marketing "},{"slug":"meta-ads-kostja94","kind":"skill","name":"Meta ads","tagline":"When the user wants to set up, optimize, or manage Meta (Facebook/Instagram) Ads. Also use when the user mentions \"Meta Ads,\" \"Facebook Ads,\" \"Instagram Ads,\" \"Meta Pixel,\" \"Conversions API,\" \"Advantage+,\" \"lookalike audience,\" or \"Meta retargeting.\" For landing pages, use landing-page-generator.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"meta ads when the user wants to set up, optimize, or manage meta (facebook/instagram) ads. also use when the user mentions \"meta ads,\" \"facebook ads,\" \"instagram ads,\" \"meta pixel,\" \"conversions api,\" \"advantage+,\" \"lookalike audience,\" or \"meta retargeting.\" for landing pages, use landing-page-generator. meta-ads-kostja94 marketing "},{"slug":"meta-description","kind":"skill","name":"Meta description","tagline":"When the user wants to optimize the meta description or meta tag description. Also use when the user mentions \"meta description,\" \"meta desc,\" \"page description,\" \"SEO description,\" \"search snippet,\" \"SERP description,\" \"description tag,\" \"snippet for search,\" \"meta description length,\" \"rewrite meta description,\" or \"description not showing.\" For title tag, use title-tag. For hreflang, robots, viewport, use page-metadata.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"meta description when the user wants to optimize the meta description or meta tag description. also use when the user mentions \"meta description,\" \"meta desc,\" \"page description,\" \"seo description,\" \"search snippet,\" \"serp description,\" \"description tag,\" \"snippet for search,\" \"meta description length,\" \"rewrite meta description,\" or \"description not showing.\" for title tag, use title-tag. for hreflang, robots, viewport, use page-metadata. meta-description marketing "},{"slug":"mobile-friendly","kind":"skill","name":"Mobile friendly","tagline":"When the user wants to optimize for mobile-first indexing or fix mobile usability. Also use when the user mentions \"mobile-friendly,\" \"mobile-first indexing,\" \"mobile SEO,\" \"responsive design,\" \"mobile adaptation,\" \"mobile viewport,\" \"viewport meta,\" \"touch targets,\" \"font size mobile,\" \"AMP,\" or \"Accelerated Mobile Pages.\" For viewport meta, use page-metadata.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"mobile friendly when the user wants to optimize for mobile-first indexing or fix mobile usability. also use when the user mentions \"mobile-friendly,\" \"mobile-first indexing,\" \"mobile seo,\" \"responsive design,\" \"mobile adaptation,\" \"mobile viewport,\" \"viewport meta,\" \"touch targets,\" \"font size mobile,\" \"amp,\" or \"accelerated mobile pages.\" for viewport meta, use page-metadata. mobile-friendly marketing "},{"slug":"multi-domain-brand-seo","kind":"skill","name":"Multi domain brand SEO","tagline":"When the user wants to optimize brand search for a company with multiple domains (e.g. parent company.com vs product.ai). Ensure the parent/company domain ranks first for brand queries. Also use when the user mentions \"brand search,\" \"multi-domain SEO,\" \"company domain first,\" \"parent vs product domain,\" \"hub-spoke domain,\" \"brand SERP control,\" or \"differentiate company and product domains.\" For domain structure, use domain-architecture.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"multi domain brand seo when the user wants to optimize brand search for a company with multiple domains (e.g. parent company.com vs product.ai). ensure the parent/company domain ranks first for brand queries. also use when the user mentions \"brand search,\" \"multi-domain seo,\" \"company domain first,\" \"parent vs product domain,\" \"hub-spoke domain,\" \"brand serp control,\" or \"differentiate company and product domains.\" for domain structure, use domain-architecture. multi-domain-brand-seo marketing "},{"slug":"native-ads","kind":"skill","name":"Native ads","tagline":"When the user wants to run native ads on Taboola, Outbrain, or similar platforms. Also use when the user mentions \"native ads,\" \"Taboola,\" \"Outbrain,\" \"content recommendation,\" \"sponsored content,\" or \"in-feed ads.\" For strategy, use paid-ads-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"native ads when the user wants to run native ads on taboola, outbrain, or similar platforms. also use when the user mentions \"native ads,\" \"taboola,\" \"outbrain,\" \"content recommendation,\" \"sponsored content,\" or \"in-feed ads.\" for strategy, use paid-ads-strategy. native-ads business & ops "},{"slug":"open-graph","kind":"skill","name":"Open graph","tagline":"When the user wants to add or optimize Open Graph metadata for social sharing. Also use when the user mentions \"Open Graph,\" \"og:tags,\" \"og:title,\" \"og:image,\" \"og:description,\" \"Facebook preview,\" \"LinkedIn preview,\" or \"social share preview.\" For X (Twitter) link previews, use twitter-cards. For SERP title/description, use title-tag and meta-description.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"open graph when the user wants to add or optimize open graph metadata for social sharing. also use when the user mentions \"open graph,\" \"og:tags,\" \"og:title,\" \"og:image,\" \"og:description,\" \"facebook preview,\" \"linkedin preview,\" or \"social share preview.\" for x (twitter) link previews, use twitter-cards. for serp title/description, use title-tag and meta-description. open-graph marketing "},{"slug":"open-source-strategy","kind":"skill","name":"Open source strategy","tagline":"When the user wants open source strategy, OSS commercialization, or open source growth. Also use when the user mentions \"open source strategy,\" \"OSS strategy,\" \"open source commercialization,\" \"open source to paid,\" \"open core,\" \"COSS,\" \"commercial open source,\" \"GitHub stars strategy,\" \"DevHunt,\" \"open source marketing,\" \"open source growth,\" \"Llama,\" \"Dify,\" \"Cursor,\" \"open source business model,\" or \"developer tools directory.\" For GitHub tactics, use github.","author":"kostja94","license":"MIT","stars":1006,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"open source strategy when the user wants open source strategy, oss commercialization, or open source growth. also use when the user mentions \"open source strategy,\" \"oss strategy,\" \"open source commercialization,\" \"open source to paid,\" \"open core,\" \"coss,\" \"commercial open source,\" \"github stars strategy,\" \"devhunt,\" \"open source marketing,\" \"open source growth,\" \"llama,\" \"dify,\" \"cursor,\" \"open source business model,\" or \"developer tools directory.\" for github tactics, use github. open-source-strategy business & ops "},{"slug":"page-metadata","kind":"skill","name":"Page metadata","tagline":"When the user wants to optimize meta tags other than title, description, Open Graph, or Twitter Cards. Also use when the user mentions \"hreflang,\" \"meta robots,\" \"viewport,\" \"charset,\" \"canonical meta,\" \"other meta tags,\" \"meta robots noindex,\" \"meta robots nofollow,\" \"hreflang tags,\" \"viewport meta,\" or \"meta charset.\" For title tags, use title-tag. For meta descriptions, use meta-description. For Facebook/LinkedIn previews, use open-graph. For X previews, use twitter-cards.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"page metadata when the user wants to optimize meta tags other than title, description, open graph, or twitter cards. also use when the user mentions \"hreflang,\" \"meta robots,\" \"viewport,\" \"charset,\" \"canonical meta,\" \"other meta tags,\" \"meta robots noindex,\" \"meta robots nofollow,\" \"hreflang tags,\" \"viewport meta,\" or \"meta charset.\" for title tags, use title-tag. for meta descriptions, use meta-description. for facebook/linkedin previews, use open-graph. for x previews, use twitter-cards. page-metadata marketing "},{"slug":"paid-ads-strategy","kind":"skill","name":"Paid ads strategy","tagline":"When the user wants to plan paid ads strategy, allocate ad budget, or choose paid channels. Also use when the user mentions \"paid ads,\" \"paid media,\" \"PPC,\" \"SEM,\" \"web ads,\" \"app ads,\" \"TV ads,\" \"CTV,\" \"OOH,\" \"banner ads,\" \"ad network,\" \"ad alliance,\" \"Taaft ads,\" \"Shopify App Store ads,\" \"Google Ads,\" \"Meta Ads,\" \"PMF testing,\" \"PMF validation,\" \"test product-market fit with ads,\" \"ad spend,\" \"ad budget,\" \"ROAS,\" \"paid acquisition,\" \"Quality Score,\" or \"ad-to-page alignment.\" For Google Ads execution, use google-ads. For Meta Ads execution, use meta-ads. For landing page alignment, use landing-page-generator.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/run-search-ads","taskName":"Search ads","hay":"paid ads strategy when the user wants to plan paid ads strategy, allocate ad budget, or choose paid channels. also use when the user mentions \"paid ads,\" \"paid media,\" \"ppc,\" \"sem,\" \"web ads,\" \"app ads,\" \"tv ads,\" \"ctv,\" \"ooh,\" \"banner ads,\" \"ad network,\" \"ad alliance,\" \"taaft ads,\" \"shopify app store ads,\" \"google ads,\" \"meta ads,\" \"pmf testing,\" \"pmf validation,\" \"test product-market fit with ads,\" \"ad spend,\" \"ad budget,\" \"roas,\" \"paid acquisition,\" \"quality score,\" or \"ad-to-page alignment.\" for google ads execution, use google-ads. for meta ads execution, use meta-ads. for landing page alignment, use landing-page-generator. paid-ads-strategy marketing "},{"slug":"parasite-seo","kind":"skill","name":"Parasite SEO","tagline":"When the user wants to choose or execute third-party platform SEO (high-authority sites for rankings or backlinks). Also use when the user mentions \"parasite SEO,\" \"parasitic SEO,\" \"barnacle SEO,\" \"hosted content,\" \"third-party publishing,\" \"Medium SEO,\" \"Reddit SEO,\" \"GitHub parasite SEO,\" \"LinkedIn Pulse SEO,\" \"high-authority platforms,\" \"distributed authority,\" \"borrow domain authority,\" or \"rank without own website.\" For GitHub-specific playbooks, use github. For Medium.com posts, use medium-posts. For Grokipedia, use grokipedia-recommendations. For AI answer-engine visibility (not platform selection), use generative-engine-optimization.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"parasite seo when the user wants to choose or execute third-party platform seo (high-authority sites for rankings or backlinks). also use when the user mentions \"parasite seo,\" \"parasitic seo,\" \"barnacle seo,\" \"hosted content,\" \"third-party publishing,\" \"medium seo,\" \"reddit seo,\" \"github parasite seo,\" \"linkedin pulse seo,\" \"high-authority platforms,\" \"distributed authority,\" \"borrow domain authority,\" or \"rank without own website.\" for github-specific playbooks, use github. for medium.com posts, use medium-posts. for grokipedia, use grokipedia-recommendations. for ai answer-engine visibility (not platform selection), use generative-engine-optimization. parasite-seo marketing "},{"slug":"pinterest-posts","kind":"skill","name":"Pinterest posts","tagline":"When the user wants to create Pinterest Pins, optimize Pin descriptions, or grow Pinterest presence. Also use when the user mentions \"Pinterest,\" \"Pin,\" \"Pinterest SEO,\" \"Pinterest description,\" \"Pinterest board,\" or \"Pinterest marketing.\" For asset specs, use visual-content.","author":"kostja94","license":"MIT","stars":1006,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"pinterest posts when the user wants to create pinterest pins, optimize pin descriptions, or grow pinterest presence. also use when the user mentions \"pinterest,\" \"pin,\" \"pinterest seo,\" \"pinterest description,\" \"pinterest board,\" or \"pinterest marketing.\" for asset specs, use visual-content. pinterest-posts uncategorised "},{"slug":"pmf-strategy","kind":"skill","name":"Pmf strategy","tagline":"When the user wants to validate product-market fit, measure PMF, or plan before scaling. Also use when the user mentions \"PMF,\" \"product-market fit,\" \"product market fit,\" \"Sean Ellis test,\" \"very disappointed,\" \"vitamin vs painkiller,\" \"PMF validation,\" \"premature scaling,\" or \"validate before scale.\" For GTM after validation, use gtm-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"pmf strategy when the user wants to validate product-market fit, measure pmf, or plan before scaling. also use when the user mentions \"pmf,\" \"product-market fit,\" \"product market fit,\" \"sean ellis test,\" \"very disappointed,\" \"vitamin vs painkiller,\" \"pmf validation,\" \"premature scaling,\" or \"validate before scale.\" for gtm after validation, use gtm-strategy. pmf-strategy business & ops "},{"slug":"podcast-marketing","kind":"skill","name":"Podcast marketing","tagline":"When the user wants to plan, create, or market a podcast. Also use when the user mentions \"podcast,\" \"podcast strategy,\" \"podcast SEO,\" \"show notes,\" \"podcast distribution,\" \"Spotify podcast,\" \"Apple Podcasts,\" \"podcast discoverability,\" \"PodcastEpisode schema,\" or \"podcast repurposing.\" For show notes, use article-content.","author":"kostja94","license":"MIT","stars":1006,"dept":"media","deptName":"Content creator","task":"media/make-podcast","taskName":"Podcast & newsletter","hay":"podcast marketing when the user wants to plan, create, or market a podcast. also use when the user mentions \"podcast,\" \"podcast strategy,\" \"podcast seo,\" \"show notes,\" \"podcast distribution,\" \"spotify podcast,\" \"apple podcasts,\" \"podcast discoverability,\" \"podcastepisode schema,\" or \"podcast repurposing.\" for show notes, use article-content. podcast-marketing creator "},{"slug":"pricing-strategy-kostja94","kind":"skill","name":"Pricing strategy","tagline":"When the user wants to plan, design, or optimize pricing strategy and structure. Also use when the user mentions \"pricing strategy,\" \"pricing model,\" \"pricing tiers,\" \"freemium,\" \"value-based pricing,\" \"anchoring,\" \"price structure,\" or \"monetization strategy.\" For pricing page, use pricing-page-generator.","author":"kostja94","license":"MIT","stars":1006,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"pricing strategy when the user wants to plan, design, or optimize pricing strategy and structure. also use when the user mentions \"pricing strategy,\" \"pricing model,\" \"pricing tiers,\" \"freemium,\" \"value-based pricing,\" \"anchoring,\" \"price structure,\" or \"monetization strategy.\" for pricing page, use pricing-page-generator. pricing-strategy-kostja94 sales & ecommerce "},{"slug":"product-hunt-launch-kostja94","kind":"skill","name":"Product hunt launch","tagline":"When the user wants to launch on Product Hunt, prepare a PH submission, or plan launch day (hunter, first comment, timing, upvotes). Also use when the user mentions \"Product Hunt,\" \"launch on Product Hunt,\" \"PH launch,\" \"Product Hunt submission,\" \"hunter,\" \"Product of the Day,\" \"upvotes,\" or \"Product Hunt first comment.\" For multi-platform directory listings and paste-ready copy beyond PH, use directory-submission.","author":"kostja94","license":"MIT","stars":1006,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"product hunt launch when the user wants to launch on product hunt, prepare a ph submission, or plan launch day (hunter, first comment, timing, upvotes). also use when the user mentions \"product hunt,\" \"launch on product hunt,\" \"ph launch,\" \"product hunt submission,\" \"hunter,\" \"product of the day,\" \"upvotes,\" or \"product hunt first comment.\" for multi-platform directory listings and paste-ready copy beyond ph, use directory-submission. product-hunt-launch-kostja94 business & ops "},{"slug":"product-launch","kind":"skill","name":"Product launch","tagline":"When the user wants to plan a product launch, execute launch channels, or create a launch checklist. Also use when the user mentions \"product launch,\" \"launch strategy,\" \"product announcement,\" \"launch channels,\" or \"market launch.\" For GTM motion and positioning, use gtm-strategy. For cold start and first users, use cold-start-strategy. For Product Hunt day-of, use product-hunt-launch.","author":"kostja94","license":"MIT","stars":1006,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"product launch when the user wants to plan a product launch, execute launch channels, or create a launch checklist. also use when the user mentions \"product launch,\" \"launch strategy,\" \"product announcement,\" \"launch channels,\" or \"market launch.\" for gtm motion and positioning, use gtm-strategy. for cold start and first users, use cold-start-strategy. for product hunt day-of, use product-hunt-launch. product-launch business & ops "},{"slug":"programmatic-seo-kostja94","kind":"skill","name":"Programmatic SEO","tagline":"When the user wants to create SEO pages at scale using templates and data—including AI-assisted, grounded copy for per-URL differentiation (vs rigid mail-merge templates). Also use when the user mentions \"programmatic SEO,\" \"programmatic SEO pages,\" \"template pages,\" \"scale content,\" \"location pages,\" \"city pages,\" \"comparison pages at scale,\" \"X vs Y pages,\" \"integration pages,\" \"pages from data,\" \"automated landing pages,\" or \"programmatic landing pages.\" Uses a playbook matrix aligned to skills under skills/pages. For user-facing template galleries or marketplaces (browse → use), use template-page-generator.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"programmatic seo when the user wants to create seo pages at scale using templates and data—including ai-assisted, grounded copy for per-url differentiation (vs rigid mail-merge templates). also use when the user mentions \"programmatic seo,\" \"programmatic seo pages,\" \"template pages,\" \"scale content,\" \"location pages,\" \"city pages,\" \"comparison pages at scale,\" \"x vs y pages,\" \"integration pages,\" \"pages from data,\" \"automated landing pages,\" or \"programmatic landing pages.\" uses a playbook matrix aligned to skills under skills/pages. for user-facing template galleries or marketplaces (browse → use), use template-page-generator. programmatic-seo-kostja94 marketing "},{"slug":"public-relations-kostja94","kind":"skill","name":"Public relations","tagline":"When the user wants to plan PR, write a press release, or manage media relations. Also use when the user mentions \"public relations,\" \"PR,\" \"press release,\" \"media relations,\" \"news release,\" \"journalist,\" \"media coverage,\" \"product announcement,\" or \"earned media.\" For on-site \"As Seen In\" or logos page, use press-coverage-page-generator.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/run-pr","taskName":"PR & reputation","hay":"public relations when the user wants to plan pr, write a press release, or manage media relations. also use when the user mentions \"public relations,\" \"pr,\" \"press release,\" \"media relations,\" \"news release,\" \"journalist,\" \"media coverage,\" \"product announcement,\" or \"earned media.\" for on-site \"as seen in\" or logos page, use press-coverage-page-generator. public-relations-kostja94 marketing "},{"slug":"rebranding-strategy","kind":"skill","name":"Rebranding strategy","tagline":"When the user wants to plan or execute a rebrand—domain change, 301 redirects, migration, or announcement. Also use when the user mentions \"rebranding,\" \"rebrand,\" \"domain change,\" \"domain migration,\" \"301 redirect,\" \"change domain name,\" \"rebrand announcement,\" \"social media rebrand,\" \"brand launch,\" or \"domain redirect.\" For domain choice, use domain-selection.","author":"kostja94","license":"MIT","stars":1006,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"rebranding strategy when the user wants to plan or execute a rebrand—domain change, 301 redirects, migration, or announcement. also use when the user mentions \"rebranding,\" \"rebrand,\" \"domain change,\" \"domain migration,\" \"301 redirect,\" \"change domain name,\" \"rebrand announcement,\" \"social media rebrand,\" \"brand launch,\" or \"domain redirect.\" for domain choice, use domain-selection. rebranding-strategy business & ops "},{"slug":"reddit-ads","kind":"skill","name":"Reddit ads","tagline":"When the user wants to set up, optimize, or manage Reddit Ads. Also use when the user mentions \"Reddit Ads,\" \"Promoted Posts,\" \"subreddit targeting,\" \"Reddit advertising,\" or \"Reddit communities.\" For organic Reddit, use reddit-posts.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"reddit ads when the user wants to set up, optimize, or manage reddit ads. also use when the user mentions \"reddit ads,\" \"promoted posts,\" \"subreddit targeting,\" \"reddit advertising,\" or \"reddit communities.\" for organic reddit, use reddit-posts. reddit-ads marketing "},{"slug":"reddit-posts","kind":"skill","name":"Reddit posts","tagline":"When the user wants to create Reddit post copy, comments, or optimize for Reddit. Also use when the user mentions \"Reddit post,\" \"subreddit,\" \"r/,\" \"Reddit marketing,\" \"post to Reddit,\" \"Reddit thread,\" \"Reddit comment,\" \"Reddit copy,\" \"Reddit content,\" or \"Reddit engagement.\" For Reddit ads, use reddit-ads.","author":"kostja94","license":"MIT","stars":1006,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"reddit posts when the user wants to create reddit post copy, comments, or optimize for reddit. also use when the user mentions \"reddit post,\" \"subreddit,\" \"r/,\" \"reddit marketing,\" \"post to reddit,\" \"reddit thread,\" \"reddit comment,\" \"reddit copy,\" \"reddit content,\" or \"reddit engagement.\" for reddit ads, use reddit-ads. reddit-posts uncategorised "},{"slug":"referral-program-kostja94","kind":"skill","name":"Referral program","tagline":"When the user wants to plan, implement, or optimize referral program strategy. Also use when the user mentions \"referral program,\" \"referral marketing,\" \"user referral,\" \"refer-a-friend,\" \"word-of-mouth growth,\" \"referral rewards,\" \"referral tracking,\" \"referral code,\" \"referral incentives,\" or \"viral loop.\" For referral landing copy, use landing-page-generator.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/run-affiliate","taskName":"Affiliate programs","hay":"referral program when the user wants to plan, implement, or optimize referral program strategy. also use when the user mentions \"referral program,\" \"referral marketing,\" \"user referral,\" \"refer-a-friend,\" \"word-of-mouth growth,\" \"referral rewards,\" \"referral tracking,\" \"referral code,\" \"referral incentives,\" or \"viral loop.\" for referral landing copy, use landing-page-generator. referral-program-kostja94 marketing "},{"slug":"rendering-strategies","kind":"skill","name":"Rendering strategies","tagline":"When the user wants to choose or optimize rendering strategy for SEO. Also use when the user mentions \"SSR,\" \"SSG,\" \"CSR,\" \"ISR,\" \"static rendering,\" \"dynamic rendering,\" \"server-side rendering,\" \"client-side rendering,\" \"JavaScript rendering,\" \"pre-rendering,\" \"prerender,\" \"content in initial HTML,\" or \"crawler visibility.\" For crawl issues, use site-crawlability.","author":"kostja94","license":"MIT","stars":1006,"dept":"engineering","deptName":"Development","task":"engineering/web-framework","taskName":"Web frameworks","hay":"rendering strategies when the user wants to choose or optimize rendering strategy for seo. also use when the user mentions \"ssr,\" \"ssg,\" \"csr,\" \"isr,\" \"static rendering,\" \"dynamic rendering,\" \"server-side rendering,\" \"client-side rendering,\" \"javascript rendering,\" \"pre-rendering,\" \"prerender,\" \"content in initial html,\" or \"crawler visibility.\" for crawl issues, use site-crawlability. rendering-strategies coding "},{"slug":"research-sources","kind":"skill","name":"Research sources","tagline":"When the user wants to find information sources for content ideation, competitor monitoring, or industry tracking. Also use when the user mentions \"research sources,\" \"information sources,\" \"content ideation,\" \"industry monitoring,\" \"competitor monitoring,\" \"market intelligence,\" \"content research,\" or \"topic research.\" For keywords, use keyword-research.","author":"kostja94","license":"MIT","stars":1006,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"research sources when the user wants to find information sources for content ideation, competitor monitoring, or industry tracking. also use when the user mentions \"research sources,\" \"information sources,\" \"content ideation,\" \"industry monitoring,\" \"competitor monitoring,\" \"market intelligence,\" \"content research,\" or \"topic research.\" for keywords, use keyword-research. research-sources business & ops "},{"slug":"retention-strategy","kind":"skill","name":"Retention strategy","tagline":"When the user wants to reduce churn, improve customer retention, or plan lifecycle marketing. Also use when the user mentions \"retention,\" \"churn,\" \"customer lifecycle,\" \"churn prevention,\" \"at-risk customers,\" or \"loyalty program.\" For lifecycle, use growth-funnel.","author":"kostja94","license":"MIT","stars":1006,"dept":"support","deptName":"Customer support","task":"support/stop-churn","taskName":"Churn & renewals","hay":"retention strategy when the user wants to reduce churn, improve customer retention, or plan lifecycle marketing. also use when the user mentions \"retention,\" \"churn,\" \"customer lifecycle,\" \"churn prevention,\" \"at-risk customers,\" or \"loyalty program.\" for lifecycle, use growth-funnel. retention-strategy business & ops "},{"slug":"robots-txt","kind":"skill","name":"Robots txt","tagline":"When the user wants to configure, audit, or optimize robots.txt. Also use when the user mentions \"robots.txt,\" \"crawler rules,\" \"block crawlers,\" \"AI crawlers,\" \"GPTBot,\" \"allow/disallow,\" \"disallow path,\" \"crawl directives,\" \"user-agent,\" \"block Googlebot,\" \"fix robots.txt,\" \"robots.txt blocking,\" or \"search engine crawling.\" For indexing, use indexing.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"robots txt when the user wants to configure, audit, or optimize robots.txt. also use when the user mentions \"robots.txt,\" \"crawler rules,\" \"block crawlers,\" \"ai crawlers,\" \"gptbot,\" \"allow/disallow,\" \"disallow path,\" \"crawl directives,\" \"user-agent,\" \"block googlebot,\" \"fix robots.txt,\" \"robots.txt blocking,\" or \"search engine crawling.\" for indexing, use indexing. robots-txt marketing "},{"slug":"schema-markup-kostja94","kind":"skill","name":"Schema markup","tagline":"When the user wants to add or optimize structured data (Schema.org, JSON-LD). Also use when the user mentions \"schema,\" \"structured data,\" \"JSON-LD,\" \"rich results,\" \"rich snippets,\" \"Google rich snippets,\" \"featured snippet schema,\" \"add schema to page,\" \"missing structured data,\" \"schema validation error,\" \"Schema Markup Validator,\" \"Google Rich Results Test,\" \"FAQ schema,\" \"Article schema,\" \"Organization schema,\" \"JobPosting,\" \"HowTo,\" \"Event,\" \"SoftwareApplication,\" \"BreadcrumbList,\" \"WebSite,\" \"Recipe,\" \"Product,\" or \"Dataset.\" For SERP feature types and zero-click patterns, use serp-features. For AI search visibility strategy (not markup), use generative-engine-optimization. For HowTo step sections (placement, copy, vs FAQ), use howto-section-generator.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"schema markup when the user wants to add or optimize structured data (schema.org, json-ld). also use when the user mentions \"schema,\" \"structured data,\" \"json-ld,\" \"rich results,\" \"rich snippets,\" \"google rich snippets,\" \"featured snippet schema,\" \"add schema to page,\" \"missing structured data,\" \"schema validation error,\" \"schema markup validator,\" \"google rich results test,\" \"faq schema,\" \"article schema,\" \"organization schema,\" \"jobposting,\" \"howto,\" \"event,\" \"softwareapplication,\" \"breadcrumblist,\" \"website,\" \"recipe,\" \"product,\" or \"dataset.\" for serp feature types and zero-click patterns, use serp-features. for ai search visibility strategy (not markup), use generative-engine-optimization. for howto step sections (placement, copy, vs faq), use howto-section-generator. schema-markup-kostja94 marketing "},{"slug":"seo-audit-kostja94","kind":"skill","name":"SEO audit","tagline":"When the user wants to run an SEO audit, technical SEO audit, or site health check. Also use when the user mentions \"SEO audit,\" \"technical audit,\" \"site audit,\" \"crawl audit,\" \"indexing audit,\" \"SEO health,\" or \"fix SEO issues.\" For prioritization and organic strategy, use seo-strategy. For GSC data analysis, use google-search-console.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo audit when the user wants to run an seo audit, technical seo audit, or site health check. also use when the user mentions \"seo audit,\" \"technical audit,\" \"site audit,\" \"crawl audit,\" \"indexing audit,\" \"seo health,\" or \"fix seo issues.\" for prioritization and organic strategy, use seo-strategy. for gsc data analysis, use google-search-console. seo-audit-kostja94 marketing "},{"slug":"seo-strategy","kind":"skill","name":"SEO strategy","tagline":"When the user wants to plan SEO strategy, prioritize SEO work, or understand the SEO workflow. Also use when the user mentions \"SEO strategy,\" \"SEO plan,\" \"SEO roadmap,\" \"SEO priority,\" \"SEO audit,\" \"SEO workflow,\" \"where to start SEO,\" \"SEO approach,\" \"organic growth strategy,\" \"why SEO,\" \"SEO value,\" or \"search strategy.\" For technical/crawl audit execution, use seo-audit. For keyword research, use keyword-research. For AI search visibility, use generative-engine-optimization.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo strategy when the user wants to plan seo strategy, prioritize seo work, or understand the seo workflow. also use when the user mentions \"seo strategy,\" \"seo plan,\" \"seo roadmap,\" \"seo priority,\" \"seo audit,\" \"seo workflow,\" \"where to start seo,\" \"seo approach,\" \"organic growth strategy,\" \"why seo,\" \"seo value,\" or \"search strategy.\" for technical/crawl audit execution, use seo-audit. for keyword research, use keyword-research. for ai search visibility, use generative-engine-optimization. seo-strategy marketing "},{"slug":"serp-features","kind":"skill","name":"Serp features","tagline":"When the user wants to understand or optimize for SERP feature types (PAA, sitelinks, rich results, AI Overviews). Also use when the user mentions \"SERP,\" \"SERP features,\" \"search result features,\" \"People Also Ask,\" \"PAA,\" \"sitelinks,\" \"knowledge panel,\" \"local pack,\" \"rich results,\" \"zero-click,\" \"SERP types,\" \"AI Overviews,\" \"Bing Copilot,\" or \"Yandex AI.\" For JSON-LD and rich result implementation, use schema-markup. For organic strategy and roadmap, use seo-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"serp features when the user wants to understand or optimize for serp feature types (paa, sitelinks, rich results, ai overviews). also use when the user mentions \"serp,\" \"serp features,\" \"search result features,\" \"people also ask,\" \"paa,\" \"sitelinks,\" \"knowledge panel,\" \"local pack,\" \"rich results,\" \"zero-click,\" \"serp types,\" \"ai overviews,\" \"bing copilot,\" or \"yandex ai.\" for json-ld and rich result implementation, use schema-markup. for organic strategy and roadmap, use seo-strategy. serp-features marketing "},{"slug":"site-crawlability","kind":"skill","name":"Site crawlability","tagline":"When the user wants to improve crawlability, fix orphan pages, or optimize site structure for search engines. Also use when the user mentions \"crawlability,\" \"crawl budget,\" \"orphan pages,\" \"internal links,\" \"site structure,\" \"site crawlability,\" \"infinite scroll,\" \"pagination,\" \"masonry SEO,\" \"AI crawler optimization,\" \"GPTBot crawlability,\" \"ClaudeBot crawlability,\" or \"content not indexed.\" For internal links, use internal-links.","author":"kostja94","license":"MIT","stars":1006,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"site crawlability when the user wants to improve crawlability, fix orphan pages, or optimize site structure for search engines. also use when the user mentions \"crawlability,\" \"crawl budget,\" \"orphan pages,\" \"internal links,\" \"site structure,\" \"site crawlability,\" \"infinite scroll,\" \"pagination,\" \"masonry seo,\" \"ai crawler optimization,\" \"gptbot crawlability,\" \"claudebot crawlability,\" or \"content not indexed.\" for internal links, use internal-links. site-crawlability uncategorised "},{"slug":"tiktok-ads-kostja94","kind":"skill","name":"Tiktok ads","tagline":"When the user wants to set up, optimize, or manage TikTok Ads. Also use when the user mentions \"TikTok Ads,\" \"TikTok for Business,\" \"TikTok Pixel,\" \"Events API,\" \"TikTok Spark Ads,\" or \"TikTok video ads.\" For organic TikTok, use tiktok-captions.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"tiktok ads when the user wants to set up, optimize, or manage tiktok ads. also use when the user mentions \"tiktok ads,\" \"tiktok for business,\" \"tiktok pixel,\" \"events api,\" \"tiktok spark ads,\" or \"tiktok video ads.\" for organic tiktok, use tiktok-captions. tiktok-ads-kostja94 marketing "},{"slug":"tiktok-captions","kind":"skill","name":"Tiktok captions","tagline":"When the user wants to create TikTok video captions, scripts, or optimize for TikTok. Also use when the user mentions \"TikTok post,\" \"TikTok caption,\" \"TikTok video,\" \"post to TikTok,\" \"TikTok script,\" \"TikTok content,\" \"TikTok copy,\" \"TikTok hashtags,\" or \"TikTok marketing.\" For TikTok ads, use tiktok-ads.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"tiktok captions when the user wants to create tiktok video captions, scripts, or optimize for tiktok. also use when the user mentions \"tiktok post,\" \"tiktok caption,\" \"tiktok video,\" \"post to tiktok,\" \"tiktok script,\" \"tiktok content,\" \"tiktok copy,\" \"tiktok hashtags,\" or \"tiktok marketing.\" for tiktok ads, use tiktok-ads. tiktok-captions marketing "},{"slug":"title-tag","kind":"skill","name":"Title tag","tagline":"When the user wants to optimize the title tag, page title, or SERP title. Also use when the user mentions \"title tag,\" \"meta title,\" \"page title,\" \"SEO title,\" \"SERP title,\" \"browser tab title,\" \"title optimization,\" \"headline for search,\" \"title too long,\" \"title tag length,\" \"duplicate title tags,\" or \"optimize title for CTR.\" For meta description, use meta-description. For structured data, use schema-markup.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"title tag when the user wants to optimize the title tag, page title, or serp title. also use when the user mentions \"title tag,\" \"meta title,\" \"page title,\" \"seo title,\" \"serp title,\" \"browser tab title,\" \"title optimization,\" \"headline for search,\" \"title too long,\" \"title tag length,\" \"duplicate title tags,\" or \"optimize title for ctr.\" for meta description, use meta-description. for structured data, use schema-markup. title-tag marketing "},{"slug":"traffic-analysis","kind":"skill","name":"Traffic analysis","tagline":"When the user wants to analyze website traffic sources, attribution, or dark traffic. Also use when the user mentions \"traffic sources,\" \"dark traffic,\" \"direct traffic,\" \"UTM parameters,\" \"traffic attribution,\" \"channel attribution,\" \"attribution optimization,\" \"channel analysis,\" \"traffic analysis,\" \"traffic diversification,\" \"natural traffic benchmark,\" or \"organic vs paid traffic.\" For GA4 setup, use analytics-tracking.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/measure-marketing","taskName":"Attribution","hay":"traffic analysis when the user wants to analyze website traffic sources, attribution, or dark traffic. also use when the user mentions \"traffic sources,\" \"dark traffic,\" \"direct traffic,\" \"utm parameters,\" \"traffic attribution,\" \"channel attribution,\" \"attribution optimization,\" \"channel analysis,\" \"traffic analysis,\" \"traffic diversification,\" \"natural traffic benchmark,\" or \"organic vs paid traffic.\" for ga4 setup, use analytics-tracking. traffic-analysis marketing "},{"slug":"translation","kind":"skill","name":"Translation","tagline":"When the user wants to translate content, create translation workflows, manage terminology, or optimize translation quality. Also use when the user mentions \"translate,\" \"translation,\" \"localization copy,\" \"glossary,\" \"terminology,\" \"style guide translation,\" \"machine translation,\" \"human translation,\" \"TMS,\" or \"multilingual content.\" For strategy, use localization-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"translation when the user wants to translate content, create translation workflows, manage terminology, or optimize translation quality. also use when the user mentions \"translate,\" \"translation,\" \"localization copy,\" \"glossary,\" \"terminology,\" \"style guide translation,\" \"machine translation,\" \"human translation,\" \"tms,\" or \"multilingual content.\" for strategy, use localization-strategy. translation business & ops "},{"slug":"twitter-cards","kind":"skill","name":"Twitter cards","tagline":"When the user wants to add or optimize Twitter Card metadata for X (Twitter) link previews. Also use when the user mentions \"Twitter Card,\" \"twitter:card,\" \"twitter:image,\" \"twitter:title,\" \"X preview,\" or \"tweet preview.\" For Facebook/LinkedIn previews, use open-graph.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"twitter cards when the user wants to add or optimize twitter card metadata for x (twitter) link previews. also use when the user mentions \"twitter card,\" \"twitter:card,\" \"twitter:image,\" \"twitter:title,\" \"x preview,\" or \"tweet preview.\" for facebook/linkedin previews, use open-graph. twitter-cards marketing "},{"slug":"twitter-x-posts","kind":"skill","name":"Twitter x posts","tagline":"When the user wants to create X (Twitter) post copy, threads, or optimize for X platform. Also use when the user mentions \"X post,\" \"X thread,\" \"Twitter post,\" \"Twitter thread,\" \"tweet,\" \"tweet copy,\" \"thread,\" \"X marketing,\" \"X content,\" \"post to X,\" \"create X post,\" or \"X post copy.\" For long-form source, use article-content.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"twitter x posts when the user wants to create x (twitter) post copy, threads, or optimize for x platform. also use when the user mentions \"x post,\" \"x thread,\" \"twitter post,\" \"twitter thread,\" \"tweet,\" \"tweet copy,\" \"thread,\" \"x marketing,\" \"x content,\" \"post to x,\" \"create x post,\" or \"x post copy.\" for long-form source, use article-content. twitter-x-posts marketing "},{"slug":"url-slug-generator","kind":"skill","name":"Url slug generator","tagline":"When the user wants to create, optimize, or validate URL slugs for content pages. Also use when the user mentions \"URL slug,\" \"URL path,\" \"blog URL,\" \"article URL,\" \"short URL,\" \"clean slug,\" \"permalink,\" \"slug optimization,\" \"URL structure,\" \"SEO-friendly URL,\" \"create URL slug,\" or \"SEO slug.\" For site-wide URL policy, use url-structure.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"url slug generator when the user wants to create, optimize, or validate url slugs for content pages. also use when the user mentions \"url slug,\" \"url path,\" \"blog url,\" \"article url,\" \"short url,\" \"clean slug,\" \"permalink,\" \"slug optimization,\" \"url structure,\" \"seo-friendly url,\" \"create url slug,\" or \"seo slug.\" for site-wide url policy, use url-structure. url-slug-generator marketing "},{"slug":"url-structure","kind":"skill","name":"Url structure","tagline":"When the user wants to optimize URL structure, fix URL issues, or plan URL hierarchy. Also use when the user mentions \"URL structure,\" \"URL optimization,\" \"slug,\" \"clean URLs,\" \"URL hierarchy,\" \"URL path,\" \"permalink structure,\" \"URL best practices,\" \"dynamic URLs,\" or \"URL parameters.\" For per-page slug wording, use url-slug-generator. For canonical consolidation, use canonical-tag.","author":"kostja94","license":"MIT","stars":1006,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"url structure when the user wants to optimize url structure, fix url issues, or plan url hierarchy. also use when the user mentions \"url structure,\" \"url optimization,\" \"slug,\" \"clean urls,\" \"url hierarchy,\" \"url path,\" \"permalink structure,\" \"url best practices,\" \"dynamic urls,\" or \"url parameters.\" for per-page slug wording, use url-slug-generator. for canonical consolidation, use canonical-tag. url-structure uncategorised "},{"slug":"video-marketing","kind":"skill","name":"Video marketing","tagline":"When the user wants to plan video marketing, create video scripts, or optimize for short-form or long-form video. Also use when the user mentions \"video marketing,\" \"video script,\" \"short-form video,\" \"long-form video,\" \"TikTok script,\" \"Reels script,\" \"YouTube script,\" \"video hook,\" or \"video content strategy.\" For on-site video SEO, use video-optimization.","author":"kostja94","license":"MIT","stars":1006,"dept":"media","deptName":"Content creator","task":"media/script-short","taskName":"Short scripts & hooks","hay":"video marketing when the user wants to plan video marketing, create video scripts, or optimize for short-form or long-form video. also use when the user mentions \"video marketing,\" \"video script,\" \"short-form video,\" \"long-form video,\" \"tiktok script,\" \"reels script,\" \"youtube script,\" \"video hook,\" or \"video content strategy.\" for on-site video seo, use video-optimization. video-marketing creator "},{"slug":"video-optimization","kind":"skill","name":"Video optimization","tagline":"When the user wants to optimize videos for Google Search, video sitemap, VideoObject schema, or video SEO on websites. Also use when the user mentions \"video SEO,\" \"video sitemap,\" \"VideoObject,\" \"video thumbnail,\" \"video indexing,\" \"video preview,\" \"key moments,\" \"Clip schema,\" or \"embedded video optimization.\" For page template, use article-page-generator.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"video optimization when the user wants to optimize videos for google search, video sitemap, videoobject schema, or video seo on websites. also use when the user mentions \"video seo,\" \"video sitemap,\" \"videoobject,\" \"video thumbnail,\" \"video indexing,\" \"video preview,\" \"key moments,\" \"clip schema,\" or \"embedded video optimization.\" for page template, use article-page-generator. video-optimization marketing "},{"slug":"visual-content","kind":"skill","name":"Visual content","tagline":"When the user wants to plan, create, or repurpose visual content (images, infographics, social post images) across channels. Also use when the user mentions \"content images,\" \"social media images,\" \"infographic,\" \"visual content,\" \"post image,\" \"image specs,\" \"visual repurposing,\" \"content visuals,\" or \"image for social post.\" For Pinterest, use pinterest-posts.","author":"kostja94","license":"MIT","stars":1006,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"visual content when the user wants to plan, create, or repurpose visual content (images, infographics, social post images) across channels. also use when the user mentions \"content images,\" \"social media images,\" \"infographic,\" \"visual content,\" \"post image,\" \"image specs,\" \"visual repurposing,\" \"content visuals,\" or \"image for social post.\" for pinterest, use pinterest-posts. visual-content creator "},{"slug":"website-structure","kind":"skill","name":"Website structure","tagline":"When the user wants to plan website structure, decide which pages to build, or prioritize pages for a new or existing site. Also use when the user mentions \"website structure,\" \"site structure,\" \"which pages do I need,\" \"page planning,\" \"sitemap planning,\" \"Must Have pages,\" \"website architecture,\" or \"site hierarchy.\" For a specific page template (e.g. homepage), use homepage-generator or landing-page-generator as appropriate. Not for organic SEO roadmap alone; use seo-strategy.","author":"kostja94","license":"MIT","stars":1006,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"website structure when the user wants to plan website structure, decide which pages to build, or prioritize pages for a new or existing site. also use when the user mentions \"website structure,\" \"site structure,\" \"which pages do i need,\" \"page planning,\" \"sitemap planning,\" \"must have pages,\" \"website architecture,\" or \"site hierarchy.\" for a specific page template (e.g. homepage), use homepage-generator or landing-page-generator as appropriate. not for organic seo roadmap alone; use seo-strategy. website-structure business & ops "},{"slug":"xml-sitemap","kind":"skill","name":"Xml sitemap","tagline":"When the user wants to create, audit, or optimize sitemap.xml. Also use when the user mentions \"sitemap,\" \"sitemap.xml,\" \"sitemap index,\" \"lastmod,\" \"changefreq,\" \"priority,\" \"URL discovery,\" \"URL discovery for search engines,\" \"single source of truth,\" \"URL config,\" \"unify sitemap IndexNow,\" or \"reduce duplicate maintenance.\" For IndexNow, use indexnow.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"xml sitemap when the user wants to create, audit, or optimize sitemap.xml. also use when the user mentions \"sitemap,\" \"sitemap.xml,\" \"sitemap index,\" \"lastmod,\" \"changefreq,\" \"priority,\" \"url discovery,\" \"url discovery for search engines,\" \"single source of truth,\" \"url config,\" \"unify sitemap indexnow,\" or \"reduce duplicate maintenance.\" for indexnow, use indexnow. xml-sitemap marketing "},{"slug":"youtube-ads","kind":"skill","name":"Youtube ads","tagline":"When the user wants to run YouTube ads, set up TrueView or Bumper campaigns, or optimize video ad creative. Also use when the user mentions \"YouTube ads,\" \"TrueView,\" \"Bumper ads,\" \"YouTube Discovery,\" \"video ads,\" \"YouTube campaign,\" or \"in-feed ads.\" For organic YouTube, use youtube-seo.","author":"kostja94","license":"MIT","stars":1006,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"youtube ads when the user wants to run youtube ads, set up trueview or bumper campaigns, or optimize video ad creative. also use when the user mentions \"youtube ads,\" \"trueview,\" \"bumper ads,\" \"youtube discovery,\" \"video ads,\" \"youtube campaign,\" or \"in-feed ads.\" for organic youtube, use youtube-seo. youtube-ads marketing "},{"slug":"youtube-seo","kind":"skill","name":"Youtube SEO","tagline":"When the user wants to optimize YouTube videos for search, create video descriptions, or improve channel visibility. Also use when the user mentions \"YouTube SEO,\" \"YouTube description,\" \"YouTube tags,\" \"YouTube thumbnail,\" \"YouTube title,\" \"YouTube channel,\" or \"video SEO.\" For YouTube ads, use youtube-ads.","author":"kostja94","license":"MIT","stars":1006,"dept":"media","deptName":"Content creator","task":"media/grow-channel","taskName":"Channel growth","hay":"youtube seo when the user wants to optimize youtube videos for search, create video descriptions, or improve channel visibility. also use when the user mentions \"youtube seo,\" \"youtube description,\" \"youtube tags,\" \"youtube thumbnail,\" \"youtube title,\" \"youtube channel,\" or \"video seo.\" for youtube ads, use youtube-ads. youtube-seo creator "},{"slug":"google-search-console","kind":"skill","name":"Analytics: Google Search Console","tagline":"When the user wants to analyze Google Search Console data, use the GSC API, or interpret search performance. Also use when the user mentions \"GSC,\" \"Search Console,\" \"indexing report,\" \"Core Web Vitals,\" \"Enhancements,\" \"Insights report,\" \"search performance,\" \"search queries,\" \"search performance report,\" \"URL inspection,\" \"impressions,\" \"CTR,\" \"average position,\" \"index coverage,\" \"GSC data analysis,\" \"Search Console API,\" or \"searchanalytics.query.\" When the user wants to rewrite title tags (not only report on them), use title-tag. For meta description rewrites, use meta-description.","author":"kostja94","license":"MIT","stars":992,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"analytics: google search console when the user wants to analyze google search console data, use the gsc api, or interpret search performance. also use when the user mentions \"gsc,\" \"search console,\" \"indexing report,\" \"core web vitals,\" \"enhancements,\" \"insights report,\" \"search performance,\" \"search queries,\" \"search performance report,\" \"url inspection,\" \"impressions,\" \"ctr,\" \"average position,\" \"index coverage,\" \"gsc data analysis,\" \"search console api,\" or \"searchanalytics.query.\" when the user wants to rewrite title tags (not only report on them), use title-tag. for meta description rewrites, use meta-description. google-search-console data & ai "},{"slug":"seo-monitoring","kind":"skill","name":"Analytics: SEO Monitoring","tagline":"When the user wants to build an SEO data analysis system, monitor indexing/traffic/keywords/backlinks, or set up benchmarks. Also use when the user mentions \"SEO data analysis,\" \"SEO monitoring,\" \"article database,\" \"traffic benchmark,\" \"penalty recovery,\" \"SEO work document,\" \"SEO dashboard,\" \"keyword tracking,\" \"ranking monitoring,\" \"indexing report,\" or \"backlink monitoring.\" For GSC API, use google-search-console.","author":"kostja94","license":"MIT","stars":992,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"analytics: seo monitoring when the user wants to build an seo data analysis system, monitor indexing/traffic/keywords/backlinks, or set up benchmarks. also use when the user mentions \"seo data analysis,\" \"seo monitoring,\" \"article database,\" \"traffic benchmark,\" \"penalty recovery,\" \"seo work document,\" \"seo dashboard,\" \"keyword tracking,\" \"ranking monitoring,\" \"indexing report,\" or \"backlink monitoring.\" for gsc api, use google-search-console. seo-monitoring marketing "},{"slug":"email-marketing","kind":"skill","name":"Channels: Email Marketing","tagline":"When the user wants to plan email marketing, EDM, newsletter strategy, or email deliverability. Also use when the user mentions \"email marketing,\" \"EDM,\" \"newsletter,\" \"SPF,\" \"DKIM,\" \"DMARC,\" \"email deliverability,\" \"email content strategy,\" \"email campaigns,\" \"newsletter strategy,\" \"email automation,\" or \"cold email.\" For signup UI, use newsletter-signup-generator.","author":"kostja94","license":"MIT","stars":992,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"channels: email marketing when the user wants to plan email marketing, edm, newsletter strategy, or email deliverability. also use when the user mentions \"email marketing,\" \"edm,\" \"newsletter,\" \"spf,\" \"dkim,\" \"dmarc,\" \"email deliverability,\" \"email content strategy,\" \"email campaigns,\" \"newsletter strategy,\" \"email automation,\" or \"cold email.\" for signup ui, use newsletter-signup-generator. email-marketing marketing "},{"slug":"copywriting-7","kind":"skill","name":"Content: Copywriting","tagline":"When the user wants to write or optimize short-form marketing copy—headlines, CTAs, ad copy, landing page copy, email copy. Also use when the user mentions \"copywriting,\" \"headline,\" \"CTA copy,\" \"ad copy,\" \"landing page copy,\" \"sales copy,\" \"conversion copy,\" \"PAS,\" \"AIDA,\" \"BAB,\" \"copy formula,\" or \"differentiation.\" For long-form article bodies (blog posts, guides), use article-content.","author":"kostja94","license":"MIT","stars":992,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"content: copywriting when the user wants to write or optimize short-form marketing copy—headlines, ctas, ad copy, landing page copy, email copy. also use when the user mentions \"copywriting,\" \"headline,\" \"cta copy,\" \"ad copy,\" \"landing page copy,\" \"sales copy,\" \"conversion copy,\" \"pas,\" \"aida,\" \"bab,\" \"copy formula,\" or \"differentiation.\" for long-form article bodies (blog posts, guides), use article-content. copywriting-7 marketing "},{"slug":"competitive-pricing-strategy","kind":"skill","name":"Competitive pricing strategy","tagline":"Build an evidence-based competitive pricing strategy for ecommerce products. Use when a seller asks how to position a price against competitors, set regular and promotional prices, protect contribution margin, design bundles or price tiers, respond to competit","author":"nexscope-ai","license":"MIT","stars":971,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"competitive pricing strategy build an evidence-based competitive pricing strategy for ecommerce products. use when a seller asks how to position a price against competitors, set regular and promotional prices, protect contribution margin, design bundles or price tiers, respond to competit competitive-pricing-strategy design & ui "},{"slug":"cross-border-ecommerce","kind":"skill","name":"Cross-Border E-Commerce ✈️","tagline":"Cross-border e-commerce expansion advisor. Scores target markets on 8 weighted dimensions (market size, ecommerce penetration, competition, regulatory complexity, logistics infrastructure, payment ecosystem, cultural distance, IP protection), compares 5 fulfil","author":"nexscope-ai","license":"MIT","stars":971,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"cross-border e-commerce ✈️ cross-border e-commerce expansion advisor. scores target markets on 8 weighted dimensions (market size, ecommerce penetration, competition, regulatory complexity, logistics infrastructure, payment ecosystem, cultural distance, ip protection), compares 5 fulfil cross-border-ecommerce coding "},{"slug":"dynamic-pricing-ecommerce","kind":"skill","name":"Dynamic Pricing for Ecommerce","tagline":"Design a controlled dynamic-pricing or repricing system for ecommerce products. Use when a seller asks for demand-based, inventory-based, competitor-responsive, or time-based price rules; SKU eligibility; price floors and ceilings; automation approvals; simula","author":"nexscope-ai","license":"MIT","stars":971,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"dynamic pricing for ecommerce design a controlled dynamic-pricing or repricing system for ecommerce products. use when a seller asks for demand-based, inventory-based, competitor-responsive, or time-based price rules; sku eligibility; price floors and ceilings; automation approvals; simula dynamic-pricing-ecommerce design & ui "},{"slug":"price-optimization-tool","kind":"skill","name":"Price optimization tool","tagline":"Evaluate ecommerce price candidates using unit economics, historical observations, elasticity analysis, scenario modeling, and controlled experiments. Use when a seller asks what price to test, how price changes could affect contribution or revenue, how to estimate elasticity, how to optimize a bundle or tier, or how to design a price experiment across Amazon, Shopify, TikTok Shop, Walmart, eBay, or other channels. Do not claim a proven optimal price without sufficient clean data, and do not change live prices without explicit authorization.","author":"nexscope-ai","license":"MIT","stars":971,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"price optimization tool evaluate ecommerce price candidates using unit economics, historical observations, elasticity analysis, scenario modeling, and controlled experiments. use when a seller asks what price to test, how price changes could affect contribution or revenue, how to estimate elasticity, how to optimize a bundle or tier, or how to design a price experiment across amazon, shopify, tiktok shop, walmart, ebay, or other channels. do not claim a proven optimal price without sufficient clean data, and do not change live prices without explicit authorization. price-optimization-tool sales & ecommerce "},{"slug":"transcriptapi","kind":"skill","name":"Transcriptapi","tagline":"Use when YouTube is or could be relevant — even if not mentioned: pasted video/channel/playlist links, video IDs, @handles, creator lookups, video summaries, quotes, translations, topic research, tutorials, talks, lectures, expert discussions, product reviews, how-to guides, new product announcements, or anything where video content is fresher or richer than text search. Covers transcripts, video/channel search, channel browsing, playlists, and within-channel search. Not for uploads, account management, or written-source-only research.","author":"ZeroPointRepo","license":"MIT","stars":945,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"transcriptapi use when youtube is or could be relevant — even if not mentioned: pasted video/channel/playlist links, video ids, @handles, creator lookups, video summaries, quotes, translations, topic research, tutorials, talks, lectures, expert discussions, product reviews, how-to guides, new product announcements, or anything where video content is fresher or richer than text search. covers transcripts, video/channel search, channel browsing, playlists, and within-channel search. not for uploads, account management, or written-source-only research. transcriptapi creator "},{"slug":"video-transcript","kind":"skill","name":"Video transcript","tagline":"Use when video content needs to be extracted as text: pasted YouTube links or IDs, requests to transcribe, summarize, quote, translate, convert video to text, or extract information from video content. Also use when a user shares a video URL without explanation and wants to know what it says. Not for uploads or account management.","author":"ZeroPointRepo","license":"MIT","stars":945,"dept":"media","deptName":"Content creator","task":"media/caption-subtitle","taskName":"Captions & subs","hay":"video transcript use when video content needs to be extracted as text: pasted youtube links or ids, requests to transcribe, summarize, quote, translate, convert video to text, or extract information from video content. also use when a user shares a video url without explanation and wants to know what it says. not for uploads or account management. video-transcript creator "},{"slug":"youtube-api","kind":"skill","name":"Youtube API","tagline":"Use when YouTube data is needed without Google API quotas or OAuth setup: transcripts, video metadata, channel info, search results, playlists. Triggers on pasted YouTube links, creator names, @handles, topic research, video summaries, channel browsing, or any request where YouTube content would help — even if not mentioned explicitly. Not for uploads, account management, or written-source-only research.","author":"ZeroPointRepo","license":"MIT","stars":945,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"youtube api use when youtube data is needed without google api quotas or oauth setup: transcripts, video metadata, channel info, search results, playlists. triggers on pasted youtube links, creator names, @handles, topic research, video summaries, channel browsing, or any request where youtube content would help — even if not mentioned explicitly. not for uploads, account management, or written-source-only research. youtube-api creator "},{"slug":"youtube-channels","kind":"skill","name":"Youtube channels","tagline":"Use when a YouTube channel is the focus: pasted @handles or channel URLs, requests to browse a creator's uploads, see what a channel has posted recently, search within a channel, or resolve a handle to a channel ID. Also use when the user names a creator and wants to explore their content or monitor their uploads. Not for creating channels or account management.","author":"ZeroPointRepo","license":"MIT","stars":945,"dept":"media","deptName":"Content creator","task":"media/grow-channel","taskName":"Channel growth","hay":"youtube channels use when a youtube channel is the focus: pasted @handles or channel urls, requests to browse a creator's uploads, see what a channel has posted recently, search within a channel, or resolve a handle to a channel id. also use when the user names a creator and wants to explore their content or monitor their uploads. not for creating channels or account management. youtube-channels creator "},{"slug":"youtube-data","kind":"skill","name":"Youtube data","tagline":"Use when structured YouTube data is needed: pasted video/channel/playlist links, transcripts for analysis, video metadata, channel upload history, search results, or playlist contents — without Google API quotas or OAuth. Triggers on YouTube URLs, creator names, topic research, or any request needing YouTube content, even if not mentioned explicitly. Not for uploads, account management, or written-source-only research.","author":"ZeroPointRepo","license":"MIT","stars":945,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"youtube data use when structured youtube data is needed: pasted video/channel/playlist links, transcripts for analysis, video metadata, channel upload history, search results, or playlist contents — without google api quotas or oauth. triggers on youtube urls, creator names, topic research, or any request needing youtube content, even if not mentioned explicitly. not for uploads, account management, or written-source-only research. youtube-data creator "},{"slug":"youtube-full-2","kind":"skill","name":"Youtube full","tagline":"Use when YouTube is or could be relevant — even if not mentioned: pasted video/channel/playlist links, video IDs, @handles, creator lookups, video summaries, quotes, translations, topic research, tutorials, talks, lectures, expert discussions, product reviews, how-to guides, new product announcements, first looks, or anything where video content is fresher or richer than text search. Covers transcripts, video/channel search, channel browsing, playlists, and within-channel search. Not for uploads, account management, or written-source-only research.","author":"ZeroPointRepo","license":"MIT","stars":945,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"youtube full use when youtube is or could be relevant — even if not mentioned: pasted video/channel/playlist links, video ids, @handles, creator lookups, video summaries, quotes, translations, topic research, tutorials, talks, lectures, expert discussions, product reviews, how-to guides, new product announcements, first looks, or anything where video content is fresher or richer than text search. covers transcripts, video/channel search, channel browsing, playlists, and within-channel search. not for uploads, account management, or written-source-only research. youtube-full-2 creator "},{"slug":"youtube-playlist","kind":"skill","name":"Youtube playlist","tagline":"Use when a YouTube playlist is involved: pasted playlist links or IDs, requests to list playlist videos, browse playlist contents, or work through a playlist for transcripts or research. Also use when the user wants all videos from a series, course, or collection. Not for creating playlists or account management.","author":"ZeroPointRepo","license":"MIT","stars":945,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"youtube playlist use when a youtube playlist is involved: pasted playlist links or ids, requests to list playlist videos, browse playlist contents, or work through a playlist for transcripts or research. also use when the user wants all videos from a series, course, or collection. not for creating playlists or account management. youtube-playlist creator "},{"slug":"youtube-search","kind":"skill","name":"Youtube search","tagline":"Use when the user wants to find YouTube content on any topic: searching for videos or channels, finding creators who cover a subject, discovering tutorials, talks, or expert discussions, or looking up a channel by name or handle. Also use proactively when the user wants to research a topic and YouTube is a good source. Not for account management or written-source-only research.","author":"ZeroPointRepo","license":"MIT","stars":945,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"youtube search use when the user wants to find youtube content on any topic: searching for videos or channels, finding creators who cover a subject, discovering tutorials, talks, or expert discussions, or looking up a channel by name or handle. also use proactively when the user wants to research a topic and youtube is a good source. not for account management or written-source-only research. youtube-search creator "},{"slug":"yt","kind":"skill","name":"Yt","tagline":"Use when YouTube is relevant: pasted video links or IDs, @handles, quick video lookups, summaries, channel latest uploads, topic search, or any request involving YouTube content — even if YouTube is not mentioned explicitly. Covers transcripts, search, and channel latest. Not for uploads or account management.","author":"ZeroPointRepo","license":"MIT","stars":945,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"yt use when youtube is relevant: pasted video links or ids, @handles, quick video lookups, summaries, channel latest uploads, topic search, or any request involving youtube content — even if youtube is not mentioned explicitly. covers transcripts, search, and channel latest. not for uploads or account management. yt creator "},{"slug":"seo-aeo-geo","kind":"skill","name":"AEO and GEO","tagline":"Optimize content and site structure for AI-driven search experiences including AI overviews, large language model citations, generative answer engines, and AI assistants. Use this skill whenever the user wants to optimize for AI search, get cited by language models, appear in AI overviews, build llms.txt, structure content for AI extraction, or future-proof their SEO for the shift from blue links to AI answers. Triggers on AEO, GEO, AI search, AI SEO, AI overview, generative search, LLM optimization, llms.txt, AI citation, ChatGPT search, Perplexity, Gemini, Claude search, AI assistant optimization, answer engine. Also triggers when the user expresses concern about AI eating their organic traffic or wants to understand how to remain visible as search shifts.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"aeo and geo optimize content and site structure for ai-driven search experiences including ai overviews, large language model citations, generative answer engines, and ai assistants. use this skill whenever the user wants to optimize for ai search, get cited by language models, appear in ai overviews, build llms.txt, structure content for ai extraction, or future-proof their seo for the shift from blue links to ai answers. triggers on aeo, geo, ai search, ai seo, ai overview, generative search, llm optimization, llms.txt, ai citation, chatgpt search, perplexity, gemini, claude search, ai assistant optimization, answer engine. also triggers when the user expresses concern about ai eating their organic traffic or wants to understand how to remain visible as search shifts. seo-aeo-geo marketing "},{"slug":"after-action-report","kind":"skill","name":"After action report","tagline":"Run a structured after-action review (postmortem, retrospective) on a launch, incident, or completed project to capture timeline, root cause analysis, contributing factors, and actionable lessons. Use this skill whenever the user wants to run a postmortem, retrospective, AAR, or after-action review on any past event. Triggers on after-action report, AAR, postmortem, retrospective, retro, post-incident review, what went well what didn't, lessons learned, blameless postmortem, root cause analysis, RCA, five whys. Also triggers when the user has just shipped something or just resolved an incident and wants to capture learnings.","author":"rampstackco","license":"MIT","stars":901,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"after action report run a structured after-action review (postmortem, retrospective) on a launch, incident, or completed project to capture timeline, root cause analysis, contributing factors, and actionable lessons. use this skill whenever the user wants to run a postmortem, retrospective, aar, or after-action review on any past event. triggers on after-action report, aar, postmortem, retrospective, retro, post-incident review, what went well what didn't, lessons learned, blameless postmortem, root cause analysis, rca, five whys. also triggers when the user has just shipped something or just resolved an incident and wants to capture learnings. after-action-report coding "},{"slug":"analytics-strategy","kind":"skill","name":"Analytics strategy","tagline":"Design measurement frameworks including event taxonomy, KPI hierarchy, dashboard architecture, attribution models, and analytics implementation strategy. Use this skill whenever the user wants to plan analytics, design dashboards, build event taxonomies, define KPIs, set up tracking, or audit existing measurement. Triggers on analytics strategy, measurement plan, event taxonomy, tracking plan, KPI framework, dashboard design, north star metric, attribution model, conversion tracking, GA4 setup, Mixpanel setup, analytics audit. Also triggers when the user has data but no clear way to use it, or wants to make decisions but doesn't know what to track.","author":"rampstackco","license":"MIT","stars":901,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"analytics strategy design measurement frameworks including event taxonomy, kpi hierarchy, dashboard architecture, attribution models, and analytics implementation strategy. use this skill whenever the user wants to plan analytics, design dashboards, build event taxonomies, define kpis, set up tracking, or audit existing measurement. triggers on analytics strategy, measurement plan, event taxonomy, tracking plan, kpi framework, dashboard design, north star metric, attribution model, conversion tracking, ga4 setup, mixpanel setup, analytics audit. also triggers when the user has data but no clear way to use it, or wants to make decisions but doesn't know what to track. analytics-strategy business & ops "},{"slug":"art-direction","kind":"skill","name":"Art direction","tagline":"Direct visual and creative work for campaigns, photography, illustration, video, and branded experiences. Use this skill whenever the user wants to brief a photographer, direct illustrators, plan a creative campaign, develop visual concepts, or evaluate creative work for fit. Triggers on art direction, photo brief, photography brief, illustration brief, campaign concept, creative concept, visual direction, mood board, look and feel, visual treatment, video direction. Also triggers when the user has approved brand identity but needs to extend it into specific creative deliverables. Use `creative-direction` instead when the ask is the project-wide aesthetic brief that this skill consumes as input.","author":"rampstackco","license":"MIT","stars":901,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"art direction direct visual and creative work for campaigns, photography, illustration, video, and branded experiences. use this skill whenever the user wants to brief a photographer, direct illustrators, plan a creative campaign, develop visual concepts, or evaluate creative work for fit. triggers on art direction, photo brief, photography brief, illustration brief, campaign concept, creative concept, visual direction, mood board, look and feel, visual treatment, video direction. also triggers when the user has approved brand identity but needs to extend it into specific creative deliverables. use `creative-direction` instead when the ask is the project-wide aesthetic brief that this skill consumes as input. art-direction design & ui "},{"slug":"backup-and-disaster-recovery","kind":"skill","name":"Backup and disaster recovery","tagline":"Plan and run backups, set recovery objectives, and run disaster recovery drills. Use this skill when defining RPO/RTO targets, designing backup architecture, deciding what to back up and how often, planning for full-region or platform outages, or running a restoration drill. Triggers on backup, restore, RPO, RTO, disaster recovery, DR, business continuity, what if the database is gone, what if our hosting goes down, recovery drill, ransomware planning. Also triggers when an incident reveals a gap in restoration capability.","author":"rampstackco","license":"MIT","stars":901,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"backup and disaster recovery plan and run backups, set recovery objectives, and run disaster recovery drills. use this skill when defining rpo/rto targets, designing backup architecture, deciding what to back up and how often, planning for full-region or platform outages, or running a restoration drill. triggers on backup, restore, rpo, rto, disaster recovery, dr, business continuity, what if the database is gone, what if our hosting goes down, recovery drill, ransomware planning. also triggers when an incident reveals a gap in restoration capability. backup-and-disaster-recovery business & ops "},{"slug":"brand-discovery","kind":"skill","name":"Brand discovery","tagline":"Run upstream brand discovery covering audience research, competitive landscape, category dynamics, problem space, and positioning territory exploration. Use this skill at the very start of a brand or website project when the user needs to understand who they're for, who they compete with, what the audience actually needs, and where the brand could plausibly stand. Triggers on brand discovery, audience research, market research, competitive scan, category research, customer research, who is this for, who are we, positioning research, intake, kickoff. Also triggers when a creative brief is requested but the upstream inputs (audience, competitors, problem space) are not yet clear.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"brand discovery run upstream brand discovery covering audience research, competitive landscape, category dynamics, problem space, and positioning territory exploration. use this skill at the very start of a brand or website project when the user needs to understand who they're for, who they compete with, what the audience actually needs, and where the brand could plausibly stand. triggers on brand discovery, audience research, market research, competitive scan, category research, customer research, who is this for, who are we, positioning research, intake, kickoff. also triggers when a creative brief is requested but the upstream inputs (audience, competitors, problem space) are not yet clear. brand-discovery marketing "},{"slug":"brand-ideation","kind":"skill","name":"Brand ideation","tagline":"Generate, evaluate, and narrow brand concepts during early ideation including positioning territories, naming candidates, mood directions, and narrative angles. Use this skill whenever the user is in the early phase of brand creation, exploring brand directions, brainstorming names, building moodboards, generating positioning options, or trying to choose between multiple brand directions. Triggers on brand ideation, brand concept, naming, brand name, name candidates, positioning, brand positioning, mood board, brand directions, exploring brands, early brand work, brand exploration, brand brainstorm, brand options. Also triggers when the user has multiple half-formed brand ideas and needs help converging on one, even if they do not say 'ideation' explicitly.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"brand ideation generate, evaluate, and narrow brand concepts during early ideation including positioning territories, naming candidates, mood directions, and narrative angles. use this skill whenever the user is in the early phase of brand creation, exploring brand directions, brainstorming names, building moodboards, generating positioning options, or trying to choose between multiple brand directions. triggers on brand ideation, brand concept, naming, brand name, name candidates, positioning, brand positioning, mood board, brand directions, exploring brands, early brand work, brand exploration, brand brainstorm, brand options. also triggers when the user has multiple half-formed brand ideas and needs help converging on one, even if they do not say 'ideation' explicitly. brand-ideation marketing "},{"slug":"brand-identity","kind":"skill","name":"Brand identity","tagline":"Design or evaluate a brand visual identity system covering logo, color, typography, imagery direction, iconography, and motion principles. Use this skill whenever the user wants to design a logo, build a visual identity, define brand colors, choose brand typography, develop iconography, plan brand imagery, or evaluate an existing identity for cohesion. Triggers on logo design, brand identity, visual identity, brand mark, wordmark, monogram, color palette, brand colors, brand typography, type system, iconography, brand imagery, motion design, brand system, identity system. Also triggers when the user has a brand direction approved and now needs the visual artifacts that express it.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"brand identity design or evaluate a brand visual identity system covering logo, color, typography, imagery direction, iconography, and motion principles. use this skill whenever the user wants to design a logo, build a visual identity, define brand colors, choose brand typography, develop iconography, plan brand imagery, or evaluate an existing identity for cohesion. triggers on logo design, brand identity, visual identity, brand mark, wordmark, monogram, color palette, brand colors, brand typography, type system, iconography, brand imagery, motion design, brand system, identity system. also triggers when the user has a brand direction approved and now needs the visual artifacts that express it. brand-identity marketing "},{"slug":"brand-style-guide","kind":"skill","name":"Brand style guide","tagline":"Build or audit a comprehensive brand style guide that documents the full brand system including story, logo system, color, typography, imagery, voice, applications, and dos/don'ts. Use this skill whenever the user wants to create brand guidelines, document an existing brand, build a brand book, audit an existing style guide for completeness, or produce the artifact that other teams will reference for years. Triggers on style guide, brand guidelines, brand book, brand standards, brand manual, style sheet, brand documentation, brand reference. Also triggers when the brand identity is finished and needs to be documented for handoff to designers, developers, vendors, or future team members.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"brand style guide build or audit a comprehensive brand style guide that documents the full brand system including story, logo system, color, typography, imagery, voice, applications, and dos/don'ts. use this skill whenever the user wants to create brand guidelines, document an existing brand, build a brand book, audit an existing style guide for completeness, or produce the artifact that other teams will reference for years. triggers on style guide, brand guidelines, brand book, brand standards, brand manual, style sheet, brand documentation, brand reference. also triggers when the brand identity is finished and needs to be documented for handoff to designers, developers, vendors, or future team members. brand-style-guide marketing "},{"slug":"brand-voice","kind":"skill","name":"Brand voice","tagline":"Develop or document a complete brand voice and tone system covering voice attributes, tone shifts by context, vocabulary preferences, grammar rules, and copy examples. Use this skill whenever the user wants to define how a brand sounds, write a voice and tone document, audit existing copy for voice consistency, train a team or AI assistant on brand voice, or refine the personality of brand writing. Triggers on brand voice, voice and tone, tone of voice, writing voice, brand personality, copy voice, voice document, voice guidelines, how should we write, voice training, voice audit. Also triggers when the user has copy that 'feels off' and the underlying issue is voice, even if not stated explicitly. On a voice consistency check, this skill owns defining and documenting the voice system; use `editorial-qa` when a specific draft needs checking against an existing system before it publishes.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"brand voice develop or document a complete brand voice and tone system covering voice attributes, tone shifts by context, vocabulary preferences, grammar rules, and copy examples. use this skill whenever the user wants to define how a brand sounds, write a voice and tone document, audit existing copy for voice consistency, train a team or ai assistant on brand voice, or refine the personality of brand writing. triggers on brand voice, voice and tone, tone of voice, writing voice, brand personality, copy voice, voice document, voice guidelines, how should we write, voice training, voice audit. also triggers when the user has copy that 'feels off' and the underlying issue is voice, even if not stated explicitly. on a voice consistency check, this skill owns defining and documenting the voice system; use `editorial-qa` when a specific draft needs checking against an existing system before it publishes. brand-voice marketing "},{"slug":"code-review-web","kind":"skill","name":"Code Review for Web","tagline":"Review web application code for bugs, security issues, performance problems, and stack-specific anti-patterns. Use this skill whenever the user wants to review code, debug a production issue, investigate a build failure, audit security, or check a PR before merging. Triggers on code review, review my code, debug, build error, broken, not working, why is X failing, check this code, security check, PR review, audit code, refactor. Also triggers when investigating 4xx or 5xx errors, deploy failures, environment variable issues, and CMS integration problems.","author":"rampstackco","license":"MIT","stars":901,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"code review for web review web application code for bugs, security issues, performance problems, and stack-specific anti-patterns. use this skill whenever the user wants to review code, debug a production issue, investigate a build failure, audit security, or check a pr before merging. triggers on code review, review my code, debug, build error, broken, not working, why is x failing, check this code, security check, pr review, audit code, refactor. also triggers when investigating 4xx or 5xx errors, deploy failures, environment variable issues, and cms integration problems. code-review-web coding "},{"slug":"content-and-copy","kind":"skill","name":"Content and copy","tagline":"Write or edit website copy, blog content, and editorial pieces with attention to voice, structure, and goal. Use this skill whenever the user wants to write an article, draft website copy, edit existing content for clarity or voice, write a blog post, or produce general editorial content. Triggers on write a blog post, draft an article, write copy for, edit this, rewrite this, write content, write a guide, draft a how-to, write web copy. Also triggers when content has been outlined and now needs to be written, or when existing content needs voice or clarity edits.","author":"rampstackco","license":"MIT","stars":901,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"content and copy write or edit website copy, blog content, and editorial pieces with attention to voice, structure, and goal. use this skill whenever the user wants to write an article, draft website copy, edit existing content for clarity or voice, write a blog post, or produce general editorial content. triggers on write a blog post, draft an article, write copy for, edit this, rewrite this, write content, write a guide, draft a how-to, write web copy. also triggers when content has been outlined and now needs to be written, or when existing content needs voice or clarity edits. content-and-copy creator "},{"slug":"seo-content-audit-2","kind":"skill","name":"Content Audit","tagline":"Audit existing content across a site to decide what to keep, update, merge, redirect, or delete. Use this skill whenever the user wants to audit existing content, fix content decay, resolve keyword cannibalization, prune underperforming pages, prioritize content updates, or apply a keep/update/merge/redirect/delete framework to a content library. Triggers on content audit, content decay, content refresh, cannibalization, keyword cannibalization, prune content, delete pages, redirect old pages, content inventory, what to keep, what to update, content scorecard, evergreen refresh. Also triggers when traffic is dropping site-wide and the cause might be content quality, even if 'audit' is not said explicitly.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"content audit audit existing content across a site to decide what to keep, update, merge, redirect, or delete. use this skill whenever the user wants to audit existing content, fix content decay, resolve keyword cannibalization, prune underperforming pages, prioritize content updates, or apply a keep/update/merge/redirect/delete framework to a content library. triggers on content audit, content decay, content refresh, cannibalization, keyword cannibalization, prune content, delete pages, redirect old pages, content inventory, what to keep, what to update, content scorecard, evergreen refresh. also triggers when traffic is dropping site-wide and the cause might be content quality, even if 'audit' is not said explicitly. seo-content-audit-2 marketing "},{"slug":"content-migration","kind":"skill","name":"Content migration","tagline":"Move content between platforms, domains, or URL structures while preserving SEO equity, user bookmarks, and integrations. Use this skill when planning a CMS migration, replatforming, consolidating sites, changing URL structures, or merging content from multiple sources. Triggers on content migration, replatform, CMS migration, domain migration, URL restructure, redirect map, site merge, content consolidation, migration plan, post-migration drop. Also triggers when planning a launch that involves moving existing content.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"content migration move content between platforms, domains, or url structures while preserving seo equity, user bookmarks, and integrations. use this skill when planning a cms migration, replatforming, consolidating sites, changing url structures, or merging content from multiple sources. triggers on content migration, replatform, cms migration, domain migration, url restructure, redirect map, site merge, content consolidation, migration plan, post-migration drop. also triggers when planning a launch that involves moving existing content. content-migration marketing "},{"slug":"content-strategy-3","kind":"skill","name":"Content strategy","tagline":"Develop a content strategy covering editorial positioning, content pillars, formats, calendar, governance, and topical authority planning. Use this skill whenever the user wants to plan a content program, define content pillars, build an editorial calendar, structure topic clusters, set up content governance, or align content production with broader brand and SEO goals. Triggers on content strategy, content plan, editorial strategy, content pillars, content calendar, editorial calendar, topical authority, topic clusters, content governance, content roadmap, content production. Also triggers when the user is about to start producing content without a strategic plan.","author":"rampstackco","license":"MIT","stars":901,"dept":"media","deptName":"Content creator","task":"media/plan-content","taskName":"Content planning","hay":"content strategy develop a content strategy covering editorial positioning, content pillars, formats, calendar, governance, and topical authority planning. use this skill whenever the user wants to plan a content program, define content pillars, build an editorial calendar, structure topic clusters, set up content governance, or align content production with broader brand and seo goals. triggers on content strategy, content plan, editorial strategy, content pillars, content calendar, editorial calendar, topical authority, topic clusters, content governance, content roadmap, content production. also triggers when the user is about to start producing content without a strategic plan. content-strategy-3 creator "},{"slug":"cost-optimization-2","kind":"skill","name":"Cost optimization","tagline":"Audit and reduce infrastructure and tooling costs without sacrificing reliability or velocity. Use this skill when reviewing monthly cloud or SaaS spend, finding unused resources, rightsizing infrastructure, negotiating vendor contracts, deciding what to consolidate, or planning for budget cuts. Triggers on cost optimization, cloud spend, SaaS spend, rightsizing, unused resources, FinOps, infrastructure audit, vendor consolidation, budget cut, cost review. Also triggers when finance flags rising costs or when a contract renewal is up.","author":"rampstackco","license":"MIT","stars":901,"dept":"engineering","deptName":"Development","task":"engineering/run-infra","taskName":"Cloud & infra","hay":"cost optimization audit and reduce infrastructure and tooling costs without sacrificing reliability or velocity. use this skill when reviewing monthly cloud or saas spend, finding unused resources, rightsizing infrastructure, negotiating vendor contracts, deciding what to consolidate, or planning for budget cuts. triggers on cost optimization, cloud spend, saas spend, rightsizing, unused resources, finops, infrastructure audit, vendor consolidation, budget cut, cost review. also triggers when finance flags rising costs or when a contract renewal is up. cost-optimization-2 infrastructure & ops "},{"slug":"creative-brief","kind":"skill","name":"Creative brief","tagline":"Create or refine a creative brief that bridges discovery and execution. Use this skill whenever the user is starting a new project, kicking off a website, beginning a brand build or redesign, briefing a designer or developer or AI agent, or trying to align a team before building. Triggers on creative brief, design brief, brand brief, project kickoff, kicking off, briefing the team, project intake, design direction, brief the designer, brief the dev, where do we start, how do we start, write a brief, project overview, scope this project, align on direction. Also triggers when the user has a vague idea and needs to make it concrete enough to hand off, even if they do not say 'brief' explicitly.","author":"rampstackco","license":"MIT","stars":901,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"creative brief create or refine a creative brief that bridges discovery and execution. use this skill whenever the user is starting a new project, kicking off a website, beginning a brand build or redesign, briefing a designer or developer or ai agent, or trying to align a team before building. triggers on creative brief, design brief, brand brief, project kickoff, kicking off, briefing the team, project intake, design direction, brief the designer, brief the dev, where do we start, how do we start, write a brief, project overview, scope this project, align on direction. also triggers when the user has a vague idea and needs to make it concrete enough to hand off, even if they do not say 'brief' explicitly. creative-brief uncategorised "},{"slug":"creative-direction","kind":"skill","name":"Creative direction","tagline":"Walk the user through four directional axes (tone register, aesthetic philosophy, audience relationship, sensory ambition) and produce a structured aesthetic brief that downstream content, copy, design, and art-direction skills consume as required input. The aesthetic depth layer, distinct from `creative-brief` (operational kickoff: scope, audience, deliverables, constraints). Use when a project needs aesthetic coherence across many small decisions and the user has only a vague feeling, or when multiple downstream aesthetic-producing skills need a shared brief. Triggers on creative direction, aesthetic direction, set the aesthetic, define the visual direction, what's the vibe, what's the tone, the four axes. Does NOT fire for a general kickoff brief (use `creative-brief`), tactical single-piece work, already-documented direction, purely functional output, or locked production-stage work.","author":"rampstackco","license":"MIT","stars":901,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"creative direction walk the user through four directional axes (tone register, aesthetic philosophy, audience relationship, sensory ambition) and produce a structured aesthetic brief that downstream content, copy, design, and art-direction skills consume as required input. the aesthetic depth layer, distinct from `creative-brief` (operational kickoff: scope, audience, deliverables, constraints). use when a project needs aesthetic coherence across many small decisions and the user has only a vague feeling, or when multiple downstream aesthetic-producing skills need a shared brief. triggers on creative direction, aesthetic direction, set the aesthetic, define the visual direction, what's the vibe, what's the tone, the four axes. does not fire for a general kickoff brief (use `creative-brief`), tactical single-piece work, already-documented direction, purely functional output, or locked production-stage work. creative-direction uncategorised "},{"slug":"cro-optimization","kind":"skill","name":"CRO optimization","tagline":"Run conversion rate optimization through hypothesis-driven testing including audit, hypothesis generation, test design, statistical analysis, and rollout decisions. Use this skill whenever the user wants to optimize conversion, run A/B tests, audit a funnel, generate test hypotheses, design experiments, or analyze test results. Triggers on conversion optimization, CRO, A/B test, split test, multivariate test, hypothesis, conversion funnel, funnel audit, experiment design, statistical significance, lift, optimization. Also triggers when the user has a conversion problem and isn't sure where to start, or when test results are ambiguous and need interpretation.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"cro optimization run conversion rate optimization through hypothesis-driven testing including audit, hypothesis generation, test design, statistical analysis, and rollout decisions. use this skill whenever the user wants to optimize conversion, run a/b tests, audit a funnel, generate test hypotheses, design experiments, or analyze test results. triggers on conversion optimization, cro, a/b test, split test, multivariate test, hypothesis, conversion funnel, funnel audit, experiment design, statistical significance, lift, optimization. also triggers when the user has a conversion problem and isn't sure where to start, or when test results are ambiguous and need interpretation. cro-optimization marketing "},{"slug":"dependency-management","kind":"skill","name":"Dependency management","tagline":"Manage third-party libraries, runtimes, and SaaS dependencies. Use this skill when setting an update cadence, responding to security advisories, dealing with deprecated dependencies, evaluating new dependencies, auditing what's installed, or unblocking a dependency upgrade. Triggers on dependency, package update, security patch, lockfile, deprecated, breaking change, supply chain, dependency audit, npm audit, dependabot, renovate. Also triggers when a build breaks after an update or when an advisory is published for a used package.","author":"rampstackco","license":"MIT","stars":901,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"dependency management manage third-party libraries, runtimes, and saas dependencies. use this skill when setting an update cadence, responding to security advisories, dealing with deprecated dependencies, evaluating new dependencies, auditing what's installed, or unblocking a dependency upgrade. triggers on dependency, package update, security patch, lockfile, deprecated, breaking change, supply chain, dependency audit, npm audit, dependabot, renovate. also triggers when a build breaks after an update or when an advisory is published for a used package. dependency-management security "},{"slug":"design-standards","kind":"skill","name":"Design standards","tagline":"Apply production-grade design standards when building or reviewing pages, components, or UI. Use this skill whenever the user asks to build a page, design a component, lay out a section, review the UI, fix the layout, or check design quality. Triggers on build a page, create a component, design a section, hero, card, CTA, layout, review the UI, fix the design, design system, design tokens, spacing, typography scale, button standards, mobile design. Also triggers for any production design decision where contrast, accessibility, spacing, or visual hierarchy matters.","author":"rampstackco","license":"MIT","stars":901,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"design standards apply production-grade design standards when building or reviewing pages, components, or ui. use this skill whenever the user asks to build a page, design a component, lay out a section, review the ui, fix the layout, or check design quality. triggers on build a page, create a component, design a section, hero, card, cta, layout, review the ui, fix the design, design system, design tokens, spacing, typography scale, button standards, mobile design. also triggers for any production design decision where contrast, accessibility, spacing, or visual hierarchy matters. design-standards design & ui "},{"slug":"design-system-2","kind":"skill","name":"Design system","tagline":"Build or audit a design system including component library, design tokens, naming conventions, contribution model, and documentation. Use this skill whenever the user wants to build a design system, audit an existing system, define design tokens at the system level, structure a component library, or set up design system governance. Triggers on design system, component library, design tokens, atomic design, atoms, molecules, organisms, design system documentation, Storybook, Figma library, system governance, design contribution model. Also triggers when teams are inconsistent across products and a system is the answer.","author":"rampstackco","license":"MIT","stars":901,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"design system build or audit a design system including component library, design tokens, naming conventions, contribution model, and documentation. use this skill whenever the user wants to build a design system, audit an existing system, define design tokens at the system level, structure a component library, or set up design system governance. triggers on design system, component library, design tokens, atomic design, atoms, molecules, organisms, design system documentation, storybook, figma library, system governance, design contribution model. also triggers when teams are inconsistent across products and a system is the answer. design-system-2 design & ui "},{"slug":"documentation-strategy","kind":"skill","name":"Documentation strategy","tagline":"Design and run a documentation system for a team or product. Use this skill when planning what to document, choosing a documentation tool, organizing existing docs, fixing stale documentation, designing a maintenance cadence, or scoping technical writing work. Triggers on documentation, docs, tech writing, knowledge base, wiki, runbook, README, internal docs, doc audit, doc maintenance, stale docs, where do we document. Also triggers when the team is repeatedly answering the same questions or when onboarding takes too long.","author":"rampstackco","license":"MIT","stars":901,"dept":"engineering","deptName":"Development","task":"engineering/write-dev-docs","taskName":"Developer docs","hay":"documentation strategy design and run a documentation system for a team or product. use this skill when planning what to document, choosing a documentation tool, organizing existing docs, fixing stale documentation, designing a maintenance cadence, or scoping technical writing work. triggers on documentation, docs, tech writing, knowledge base, wiki, runbook, readme, internal docs, doc audit, doc maintenance, stale docs, where do we document. also triggers when the team is repeatedly answering the same questions or when onboarding takes too long. documentation-strategy coding "},{"slug":"domain-strategy","kind":"skill","name":"Domain strategy","tagline":"Plan, manage, and optimize a domain portfolio. Use this skill for DNS architecture decisions, redirect strategies, registrar choice, parking unused domains, multi-site setups, and domain consolidation or split planning. Triggers on DNS, domain, registrar, redirect, parking, subdomain, apex, www vs non-www, multi-site, portfolio, hreflang setup, domain migration. Also triggers when planning a new site that needs domain decisions made before launch.","author":"rampstackco","license":"MIT","stars":901,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"domain strategy plan, manage, and optimize a domain portfolio. use this skill for dns architecture decisions, redirect strategies, registrar choice, parking unused domains, multi-site setups, and domain consolidation or split planning. triggers on dns, domain, registrar, redirect, parking, subdomain, apex, www vs non-www, multi-site, portfolio, hreflang setup, domain migration. also triggers when planning a new site that needs domain decisions made before launch. domain-strategy business & ops "},{"slug":"email-deliverability-2","kind":"skill","name":"Email deliverability","tagline":"Make sure email actually reaches inboxes. Use this skill when setting up email authentication (SPF, DKIM, DMARC), diagnosing emails landing in spam, planning a domain reputation strategy, monitoring sender reputation, or hardening against email spoofing. Triggers on email deliverability, SPF, DKIM, DMARC, spam folder, sender reputation, mailbox provider, soft bounces, bounce rate, BIMI, MTA-STS, deliverability audit. Also triggers when a marketing or transactional email isn't reaching users.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"email deliverability make sure email actually reaches inboxes. use this skill when setting up email authentication (spf, dkim, dmarc), diagnosing emails landing in spam, planning a domain reputation strategy, monitoring sender reputation, or hardening against email spoofing. triggers on email deliverability, spf, dkim, dmarc, spam folder, sender reputation, mailbox provider, soft bounces, bounce rate, bimi, mta-sts, deliverability audit. also triggers when a marketing or transactional email isn't reaching users. email-deliverability-2 marketing "},{"slug":"email-sequences","kind":"skill","name":"Email sequences","tagline":"Design and write email campaigns and sequences including onboarding flows, lifecycle campaigns, transactional emails, newsletters, broadcast sends, and launch and announcement emails. Use this skill whenever the user wants to write email copy, plan an email sequence, design an onboarding drip, or set up lifecycle email campaigns. Triggers on email sequence, drip campaign, onboarding email, lifecycle email, welcome email, transactional email, newsletter, email broadcast, launch email, announcement email, nurture sequence, abandoned cart, re-engagement, win-back. Also triggers when planning email automation flows or writing email subject lines for campaigns.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"email sequences design and write email campaigns and sequences including onboarding flows, lifecycle campaigns, transactional emails, newsletters, broadcast sends, and launch and announcement emails. use this skill whenever the user wants to write email copy, plan an email sequence, design an onboarding drip, or set up lifecycle email campaigns. triggers on email sequence, drip campaign, onboarding email, lifecycle email, welcome email, transactional email, newsletter, email broadcast, launch email, announcement email, nurture sequence, abandoned cart, re-engagement, win-back. also triggers when planning email automation flows or writing email subject lines for campaigns. email-sequences marketing "},{"slug":"form-strategy","kind":"skill","name":"Form strategy","tagline":"Design forms that convert, validate well, resist spam, and integrate cleanly with downstream systems. Use this skill when designing or auditing any form (contact, signup, checkout, multi-step, embedded), planning validation logic, fighting spam, choosing form tooling, or improving form conversion. Triggers on form design, form validation, form conversion, multi-step form, form spam, captcha, honeypot, form abandonment, signup form, contact form. Also triggers when form completion rates are low or spam is overwhelming.","author":"rampstackco","license":"MIT","stars":901,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"form strategy design forms that convert, validate well, resist spam, and integrate cleanly with downstream systems. use this skill when designing or auditing any form (contact, signup, checkout, multi-step, embedded), planning validation logic, fighting spam, choosing form tooling, or improving form conversion. triggers on form design, form validation, form conversion, multi-step form, form spam, captcha, honeypot, form abandonment, signup form, contact form. also triggers when form completion rates are low or spam is overwhelming. form-strategy business & ops "},{"slug":"frontend-component-build","kind":"skill","name":"Frontend component build","tagline":"Build production-ready frontend components with accessible markup, sensible props, defined states, and tested behavior. Use this skill whenever the user wants to build a component from scratch, refactor an existing one, design a component API, or implement a UI element with proper states and accessibility. Triggers on build a component, create a button, create a modal, create a form input, component API, props design, component states, refactor component, accessible component. Also triggers when implementing UI from a design that needs to be reusable.","author":"rampstackco","license":"MIT","stars":901,"dept":"engineering","deptName":"Development","task":"engineering/ui-components","taskName":"UI components","hay":"frontend component build build production-ready frontend components with accessible markup, sensible props, defined states, and tested behavior. use this skill whenever the user wants to build a component from scratch, refactor an existing one, design a component api, or implement a ui element with proper states and accessibility. triggers on build a component, create a button, create a modal, create a form input, component api, props design, component states, refactor component, accessible component. also triggers when implementing ui from a design that needs to be reusable. frontend-component-build coding "},{"slug":"incident-response-2","kind":"skill","name":"Incident response","tagline":"Manage active production incidents through detection, triage, mitigation, communication, and resolution with structured roles and decision-making. Use this skill whenever the user has an active incident, a production issue, a service outage, a security incident, or needs to plan incident response procedures. Triggers on incident response, production incident, outage, service down, site down, P0, P1, severity, downtime, on-call, incident commander, status page, postmortem prep. Also triggers when something is actively broken in production and the user is figuring out what to do.","author":"rampstackco","license":"MIT","stars":901,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"incident response manage active production incidents through detection, triage, mitigation, communication, and resolution with structured roles and decision-making. use this skill whenever the user has an active incident, a production issue, a service outage, a security incident, or needs to plan incident response procedures. triggers on incident response, production incident, outage, service down, site down, p0, p1, severity, downtime, on-call, incident commander, status page, postmortem prep. also triggers when something is actively broken in production and the user is figuring out what to do. incident-response-2 coding "},{"slug":"information-architecture","kind":"skill","name":"Information architecture","tagline":"Design the structure of a website or product including sitemap, navigation, URL structure, content types, taxonomy, and labeling. Use this skill whenever the user asks to plan a sitemap, design navigation, structure URLs, define content types, build taxonomies, design site search, or organize content at the system level. Triggers on sitemap, site structure, navigation, IA, information architecture, URL structure, content types, taxonomy, categorization, breadcrumbs, hub pages, faceted navigation, site search, labeling. Also triggers when content is being created without a structural plan, or when an existing site's structure is being audited or restructured.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"information architecture design the structure of a website or product including sitemap, navigation, url structure, content types, taxonomy, and labeling. use this skill whenever the user asks to plan a sitemap, design navigation, structure urls, define content types, build taxonomies, design site search, or organize content at the system level. triggers on sitemap, site structure, navigation, ia, information architecture, url structure, content types, taxonomy, categorization, breadcrumbs, hub pages, faceted navigation, site search, labeling. also triggers when content is being created without a structural plan, or when an existing site's structure is being audited or restructured. information-architecture marketing "},{"slug":"internationalization","kind":"skill","name":"Internationalization","tagline":"Plan and run a multi-language or multi-region site. Use this skill when adding new locales, choosing URL structure for languages (subfolders vs subdomains vs ccTLDs), implementing hreflang, planning translation workflow, handling currency and date formats, designing for RTL languages, or auditing a stalled internationalization rollout. Triggers on internationalization, i18n, localization, l10n, hreflang, multi-language, translation workflow, RTL, locale, ccTLD, subfolder vs subdomain, language switcher. Also triggers when international audiences underperform or translations are stale.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"internationalization plan and run a multi-language or multi-region site. use this skill when adding new locales, choosing url structure for languages (subfolders vs subdomains vs cctlds), implementing hreflang, planning translation workflow, handling currency and date formats, designing for rtl languages, or auditing a stalled internationalization rollout. triggers on internationalization, i18n, localization, l10n, hreflang, multi-language, translation workflow, rtl, locale, cctld, subfolder vs subdomain, language switcher. also triggers when international audiences underperform or translations are stale. internationalization marketing "},{"slug":"journey-mapping","kind":"skill","name":"Journey mapping","tagline":"Build customer journey maps and service blueprints that visualize the end-to-end user experience including touchpoints, emotions, friction, and underlying systems. Use this skill whenever the user wants to map a customer journey, build a service blueprint, identify friction across an experience, align teams on the user experience, or visualize touchpoints and pain points. Triggers on customer journey, journey map, service blueprint, user journey, experience map, touchpoint analysis, friction map, journey audit, end-to-end experience, customer experience map. Also triggers when the team has departmental views of users but no shared map of what the experience actually feels like.","author":"rampstackco","license":"MIT","stars":901,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"journey mapping build customer journey maps and service blueprints that visualize the end-to-end user experience including touchpoints, emotions, friction, and underlying systems. use this skill whenever the user wants to map a customer journey, build a service blueprint, identify friction across an experience, align teams on the user experience, or visualize touchpoints and pain points. triggers on customer journey, journey map, service blueprint, user journey, experience map, touchpoint analysis, friction map, journey audit, end-to-end experience, customer experience map. also triggers when the team has departmental views of users but no shared map of what the experience actually feels like. journey-mapping uncategorised "},{"slug":"seo-keyword","kind":"skill","name":"Keyword Research","tagline":"Run keyword research, classify by search intent, cluster into topical groups, and prioritize for content production. Use this skill whenever the user asks to do keyword research, find target keywords, identify ranking opportunities, classify search intent, build a topical map, or plan a content strategy around what people search for. Triggers on keyword research, keyword strategy, search intent, keyword clustering, topic clusters, keyword difficulty, search volume, ranking opportunity, content gap, what should I write about, target keyword, primary keyword, secondary keyword, long-tail. Also triggers when planning a content calendar or new site without keywords yet defined.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"keyword research run keyword research, classify by search intent, cluster into topical groups, and prioritize for content production. use this skill whenever the user asks to do keyword research, find target keywords, identify ranking opportunities, classify search intent, build a topical map, or plan a content strategy around what people search for. triggers on keyword research, keyword strategy, search intent, keyword clustering, topic clusters, keyword difficulty, search volume, ranking opportunity, content gap, what should i write about, target keyword, primary keyword, secondary keyword, long-tail. also triggers when planning a content calendar or new site without keywords yet defined. seo-keyword marketing "},{"slug":"landing-page-copy-2","kind":"skill","name":"Landing page copy","tagline":"Write landing page copy with attention to the hero, value proposition, social proof, objection handling, and conversion-focused CTAs. Use this skill whenever the user wants to write a landing page, sales page, hero section, or any conversion-focused web copy. Triggers on landing page, sales page, hero copy, value proposition, headline, subheadline, hero section, CTA copy, conversion copy, opt-in page, squeeze page. Also triggers when the user has a marketing campaign or product launch needing dedicated conversion copy. Use `cro-optimization` instead when the page already exists and the ask is to lift its conversion rate through testing rather than to write the copy.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"landing page copy write landing page copy with attention to the hero, value proposition, social proof, objection handling, and conversion-focused ctas. use this skill whenever the user wants to write a landing page, sales page, hero section, or any conversion-focused web copy. triggers on landing page, sales page, hero copy, value proposition, headline, subheadline, hero section, cta copy, conversion copy, opt-in page, squeeze page. also triggers when the user has a marketing campaign or product launch needing dedicated conversion copy. use `cro-optimization` instead when the page already exists and the ask is to lift its conversion rate through testing rather than to write the copy. landing-page-copy-2 marketing "},{"slug":"launch-runbook","kind":"skill","name":"Launch runbook","tagline":"Plan and execute a launch runbook covering pre-launch verification, go-live procedures, DNS cutover, post-launch monitoring, and rollback procedures. Use this skill whenever the user is preparing to launch a website or product, planning a DNS cutover, building a go-live checklist, or executing a launch day. Triggers on launch runbook, go-live, launch day, DNS cutover, deploy to production, site launch, product launch, cutover plan, launch checklist, deployment procedure. Also triggers when a launch is approaching and the team needs structured coordination, even if 'runbook' is not explicitly stated.","author":"rampstackco","license":"MIT","stars":901,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"launch runbook plan and execute a launch runbook covering pre-launch verification, go-live procedures, dns cutover, post-launch monitoring, and rollback procedures. use this skill whenever the user is preparing to launch a website or product, planning a dns cutover, building a go-live checklist, or executing a launch day. triggers on launch runbook, go-live, launch day, dns cutover, deploy to production, site launch, product launch, cutover plan, launch checklist, deployment procedure. also triggers when a launch is approaching and the team needs structured coordination, even if 'runbook' is not explicitly stated. launch-runbook business & ops "},{"slug":"media-asset-management","kind":"skill","name":"Media asset management","tagline":"Plan and run a media pipeline for images, video, and downloadable assets. Use this skill when designing image storage and delivery, choosing formats (WebP, AVIF), setting up responsive images, picking a video host, organizing a brand asset library, or auditing a slow image pipeline. Triggers on image pipeline, asset library, DAM, image optimization, WebP, AVIF, responsive images, video hosting, image CDN, asset workflow, media management. Also triggers when images are slow, broken, or scattered across systems.","author":"rampstackco","license":"MIT","stars":901,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"media asset management plan and run a media pipeline for images, video, and downloadable assets. use this skill when designing image storage and delivery, choosing formats (webp, avif), setting up responsive images, picking a video host, organizing a brand asset library, or auditing a slow image pipeline. triggers on image pipeline, asset library, dam, image optimization, webp, avif, responsive images, video hosting, image cdn, asset workflow, media management. also triggers when images are slow, broken, or scattered across systems. media-asset-management sales & ecommerce "},{"slug":"monitoring-and-alerting","kind":"skill","name":"Monitoring and alerting","tagline":"Design and run a monitoring system for a website or web app. Use this skill when setting up uptime checks, defining SLOs, configuring error tracking, choosing what to alert on, designing on-call rotations, or fixing alert fatigue. Triggers on monitoring, alerts, uptime, SLO, SLA, error rate, on-call, pager, alert fatigue, observability, dashboards, what should we monitor. Also triggers when an incident reveals a gap in monitoring.","author":"rampstackco","license":"MIT","stars":901,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"monitoring and alerting design and run a monitoring system for a website or web app. use this skill when setting up uptime checks, defining slos, configuring error tracking, choosing what to alert on, designing on-call rotations, or fixing alert fatigue. triggers on monitoring, alerts, uptime, slo, sla, error rate, on-call, pager, alert fatigue, observability, dashboards, what should we monitor. also triggers when an incident reveals a gap in monitoring. monitoring-and-alerting coding "},{"slug":"seo-offpage","kind":"skill","name":"Off-Page SEO","tagline":"Plan and execute off-page SEO including link building, digital PR, brand mentions, citation building, and external authority signals. Use this skill whenever the user wants to build backlinks, plan a digital PR campaign, list local citations, run guest post outreach, develop linkable assets, recover lost links, or audit a backlink profile for risk. Triggers on link building, backlinks, digital PR, brand mentions, citation building, guest post, outreach, linkable asset, broken link building, HARO, podcast outreach, off-page SEO, anchor text, link velocity, toxic backlinks, disavow. Also triggers when the user is trying to grow domain authority or earn coverage.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"off-page seo plan and execute off-page seo including link building, digital pr, brand mentions, citation building, and external authority signals. use this skill whenever the user wants to build backlinks, plan a digital pr campaign, list local citations, run guest post outreach, develop linkable assets, recover lost links, or audit a backlink profile for risk. triggers on link building, backlinks, digital pr, brand mentions, citation building, guest post, outreach, linkable asset, broken link building, haro, podcast outreach, off-page seo, anchor text, link velocity, toxic backlinks, disavow. also triggers when the user is trying to grow domain authority or earn coverage. seo-offpage marketing "},{"slug":"seo-onpage","kind":"skill","name":"On-Page SEO","tagline":"Run a comprehensive on-page SEO audit or optimization pass covering title tags, meta descriptions, header structure, content quality, internal links, image optimization, URL hygiene, and on-page schema. Use this skill whenever the user asks to optimize a page, audit on-page SEO, fix titles or meta tags, review header structure, check internal linking, improve a single URL's search performance, or write SEO-friendly copy. Triggers on on-page SEO, page audit, title tag, meta description, H1, header structure, internal links, image alt, URL slug, page optimization, optimize this page, SEO this page. Also triggers for any single-page review where ranking, click-through, or relevance signal quality is the goal, even if the user does not say 'SEO' explicitly.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"on-page seo run a comprehensive on-page seo audit or optimization pass covering title tags, meta descriptions, header structure, content quality, internal links, image optimization, url hygiene, and on-page schema. use this skill whenever the user asks to optimize a page, audit on-page seo, fix titles or meta tags, review header structure, check internal linking, improve a single url's search performance, or write seo-friendly copy. triggers on on-page seo, page audit, title tag, meta description, h1, header structure, internal links, image alt, url slug, page optimization, optimize this page, seo this page. also triggers for any single-page review where ranking, click-through, or relevance signal quality is the goal, even if the user does not say 'seo' explicitly. seo-onpage marketing "},{"slug":"performance-optimization","kind":"skill","name":"Performance optimization","tagline":"Diagnose and fix web performance issues including Core Web Vitals (LCP, INP, CLS), bundle size, asset optimization, render performance, and runtime efficiency. Use this skill whenever the user wants to improve page speed, fix Core Web Vitals, optimize assets, reduce bundle size, debug slow renders, or systematically improve a site's performance. Triggers on performance, page speed, Core Web Vitals, LCP, INP, CLS, FID, TTFB, bundle size, code splitting, image optimization, lazy loading, render blocking, slow page, performance audit, Lighthouse score. Also triggers when traffic or conversion is dropping due to perceived slowness.","author":"rampstackco","license":"MIT","stars":901,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"performance optimization diagnose and fix web performance issues including core web vitals (lcp, inp, cls), bundle size, asset optimization, render performance, and runtime efficiency. use this skill whenever the user wants to improve page speed, fix core web vitals, optimize assets, reduce bundle size, debug slow renders, or systematically improve a site's performance. triggers on performance, page speed, core web vitals, lcp, inp, cls, fid, ttfb, bundle size, code splitting, image optimization, lazy loading, render blocking, slow page, performance audit, lighthouse score. also triggers when traffic or conversion is dropping due to perceived slowness. performance-optimization coding "},{"slug":"pm-spec-writing","kind":"skill","name":"Pm spec writing","tagline":"Translate ideas, feature requests, or vague concepts into specific, actionable dev briefs. Use this skill whenever the user has an idea they want to build, a feature to spec out, a bug to file, a project to scope, or needs to convert a half-formed idea into a clear implementation brief. Triggers on I want to add, we should build, can we make, what is the plan for, how do we implement, dev brief, feature spec, PRD, user story, acceptance criteria, scope this, prioritize. Also triggers when the user has a list of things they want to build and needs help converting them into well-formed tasks.","author":"rampstackco","license":"MIT","stars":901,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"pm spec writing translate ideas, feature requests, or vague concepts into specific, actionable dev briefs. use this skill whenever the user has an idea they want to build, a feature to spec out, a bug to file, a project to scope, or needs to convert a half-formed idea into a clear implementation brief. triggers on i want to add, we should build, can we make, what is the plan for, how do we implement, dev brief, feature spec, prd, user story, acceptance criteria, scope this, prioritize. also triggers when the user has a list of things they want to build and needs help converting them into well-formed tasks. pm-spec-writing business & ops "},{"slug":"qa-testing","kind":"skill","name":"QA testing","tagline":"Run QA testing on a page, feature, or full site at one of three depth tiers (smoke, standard, full). Use this skill whenever the user asks to QA a page or site, run a smoke test after a deploy, verify a page before launch, or run a regression sweep. Triggers on QA, QA sweep, smoke test, regression test, post-deploy check, pre-launch check, verify the deploy, test this page, does the page render, broken link, 404, image not loading. Also triggers proactively after a deploy or a new page launch where verification matters. Covers accessibility, performance, and SEO at the surface-signal level only: deep audits belong to `accessibility-audit`, `performance-optimization`, and `seo-technical`, and code-level debugging to `code-review-web`.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"qa testing run qa testing on a page, feature, or full site at one of three depth tiers (smoke, standard, full). use this skill whenever the user asks to qa a page or site, run a smoke test after a deploy, verify a page before launch, or run a regression sweep. triggers on qa, qa sweep, smoke test, regression test, post-deploy check, pre-launch check, verify the deploy, test this page, does the page render, broken link, 404, image not loading. also triggers proactively after a deploy or a new page launch where verification matters. covers accessibility, performance, and seo at the surface-signal level only: deep audits belong to `accessibility-audit`, `performance-optimization`, and `seo-technical`, and code-level debugging to `code-review-web`. qa-testing marketing "},{"slug":"roadmap-planning","kind":"skill","name":"Roadmap planning","tagline":"Build a multi-quarter roadmap from a backlog of ideas, requests, and ongoing initiatives. Use this skill when planning the next quarter, sequencing dependent work, balancing build vs improve vs maintain, or making the case for what NOT to do. Triggers on roadmap, quarterly planning, what should we build next, sequencing, prioritization, OKR planning, capacity planning, what's on the roadmap, plan the year, what to ship next quarter. Also triggers when stakeholders are pulling in different directions and the team needs a defensible plan.","author":"rampstackco","license":"MIT","stars":901,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"roadmap planning build a multi-quarter roadmap from a backlog of ideas, requests, and ongoing initiatives. use this skill when planning the next quarter, sequencing dependent work, balancing build vs improve vs maintain, or making the case for what not to do. triggers on roadmap, quarterly planning, what should we build next, sequencing, prioritization, okr planning, capacity planning, what's on the roadmap, plan the year, what to ship next quarter. also triggers when stakeholders are pulling in different directions and the team needs a defensible plan. roadmap-planning business & ops "},{"slug":"security-baseline","kind":"skill","name":"Security baseline","tagline":"Establish a security baseline for a website or web app. Use this skill when configuring HTTPS and TLS, setting security headers, planning secrets management, evaluating CSP policies, doing a basic security audit, or hardening a site before launch. Triggers on security headers, HTTPS, TLS, CSP, content security policy, HSTS, secrets management, vulnerability scan, security audit, harden, OWASP, security baseline. Also triggers when a security review is required for compliance or before going live.","author":"rampstackco","license":"MIT","stars":901,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"security baseline establish a security baseline for a website or web app. use this skill when configuring https and tls, setting security headers, planning secrets management, evaluating csp policies, doing a basic security audit, or hardening a site before launch. triggers on security headers, https, tls, csp, content security policy, hsts, secrets management, vulnerability scan, security audit, harden, owasp, security baseline. also triggers when a security review is required for compliance or before going live. security-baseline security "},{"slug":"seo-audit-orchestration","kind":"skill","name":"SEO audit orchestration","tagline":"Master orchestrator for a full SEO audit suite powered by the Ahrefs MCP. Use this skill when running a comprehensive SEO audit, scoping a quarterly health check, doing pre-acquisition SEO due diligence, or post-migration verification. Triggers on full SEO audit, comprehensive SEO review, SEO health check, audit my site, SEO due diligence, audit suite, comprehensive audit, end-to-end SEO. Also triggers when a stakeholder wants the complete picture rather than a single-dimension audit.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo audit orchestration master orchestrator for a full seo audit suite powered by the ahrefs mcp. use this skill when running a comprehensive seo audit, scoping a quarterly health check, doing pre-acquisition seo due diligence, or post-migration verification. triggers on full seo audit, comprehensive seo review, seo health check, audit my site, seo due diligence, audit suite, comprehensive audit, end-to-end seo. also triggers when a stakeholder wants the complete picture rather than a single-dimension audit. seo-audit-orchestration marketing "},{"slug":"seo-backlink-audit","kind":"skill","name":"SEO backlink audit","tagline":"Audit a backlink profile using Ahrefs MCP data: profile health, anchor text distribution, toxic link identification, lost link reclamation, and gap analysis against competitors. Use this skill when reviewing backlink health, scoping a disavow project, recovering from a manual action, planning link building, or doing M&A due diligence on a property's link equity. Triggers on backlink audit, link profile, toxic links, disavow, anchor text analysis, lost links, link reclamation, referring domains, link gap. Also triggers when traffic decline correlates with link loss or when an unnatural link warning appears in Search Console.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo backlink audit audit a backlink profile using ahrefs mcp data: profile health, anchor text distribution, toxic link identification, lost link reclamation, and gap analysis against competitors. use this skill when reviewing backlink health, scoping a disavow project, recovering from a manual action, planning link building, or doing m&a due diligence on a property's link equity. triggers on backlink audit, link profile, toxic links, disavow, anchor text analysis, lost links, link reclamation, referring domains, link gap. also triggers when traffic decline correlates with link loss or when an unnatural link warning appears in search console. seo-backlink-audit marketing "},{"slug":"seo-competitor","kind":"skill","name":"SEO Competitor Analysis","tagline":"Run a competitive SEO analysis comparing the user's site to chosen competitors across SERP overlap, content depth, backlink profiles, technical posture, and brand presence. Use this skill whenever the user wants to analyze competitors, find content gaps, identify backlink opportunities, understand why competitors outrank them, or benchmark against the rest of their category. Triggers on competitor analysis, competitive analysis, SERP analysis, content gap, backlink gap, why is X ranking, who is winning the SERP, beat my competitor, benchmark, market positioning. Also triggers when planning a content strategy and the question 'what are competitors doing' is implicit.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo competitor analysis run a competitive seo analysis comparing the user's site to chosen competitors across serp overlap, content depth, backlink profiles, technical posture, and brand presence. use this skill whenever the user wants to analyze competitors, find content gaps, identify backlink opportunities, understand why competitors outrank them, or benchmark against the rest of their category. triggers on competitor analysis, competitive analysis, serp analysis, content gap, backlink gap, why is x ranking, who is winning the serp, beat my competitor, benchmark, market positioning. also triggers when planning a content strategy and the question 'what are competitors doing' is implicit. seo-competitor marketing "},{"slug":"seo-content-gap-audit","kind":"skill","name":"SEO content gap audit","tagline":"Audit content gaps and decay using Ahrefs MCP data: missing topics, thin coverage, outdated content, and decaying pages. Use this skill when planning a content roadmap, refreshing a stale catalog, building topical authority, or identifying which existing pages need update versus replacement. Triggers on content gap, content audit, content refresh, content roadmap, decaying content, content decay, topical authority, what topics should we cover, where is competitor content stronger. Also triggers when organic traffic is flat despite consistent publishing.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo content gap audit audit content gaps and decay using ahrefs mcp data: missing topics, thin coverage, outdated content, and decaying pages. use this skill when planning a content roadmap, refreshing a stale catalog, building topical authority, or identifying which existing pages need update versus replacement. triggers on content gap, content audit, content refresh, content roadmap, decaying content, content decay, topical authority, what topics should we cover, where is competitor content stronger. also triggers when organic traffic is flat despite consistent publishing. seo-content-gap-audit marketing "},{"slug":"seo-keyword-gap-audit","kind":"skill","name":"SEO keyword gap audit","tagline":"Find keywords competitors rank for that the target property does not, and prioritize them by opportunity. Uses Ahrefs MCP for keyword and competitor data. Use this skill when planning content investment, identifying quick wins, building a content calendar against a competitor set, or scoping a market entry. Triggers on keyword gap, content gap, competitor keywords, opportunity keywords, what should we target, where are competitors winning, keyword opportunity. Also triggers when planning content for a new market or after losing organic share to a specific competitor.","author":"rampstackco","license":"MIT","stars":901,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"seo keyword gap audit find keywords competitors rank for that the target property does not, and prioritize them by opportunity. uses ahrefs mcp for keyword and competitor data. use this skill when planning content investment, identifying quick wins, building a content calendar against a competitor set, or scoping a market entry. triggers on keyword gap, content gap, competitor keywords, opportunity keywords, what should we target, where are competitors winning, keyword opportunity. also triggers when planning content for a new market or after losing organic share to a specific competitor. seo-keyword-gap-audit business & ops "},{"slug":"seo-rank-tracking","kind":"skill","name":"SEO rank tracking","tagline":"Set up and run rank tracking using Ahrefs MCP: pick the right keywords to track, segment them by purpose, set baselines, and define alert thresholds. Use this skill when starting a new tracking project, baselining for a campaign, choosing what to monitor, or building a rank reporting cadence. Triggers on rank tracking, keyword tracking, monitor rankings, track positions, what should we track, ranking dashboard, baseline rankings, alert thresholds. Also triggers when a stakeholder wants weekly or monthly ranking visibility.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo rank tracking set up and run rank tracking using ahrefs mcp: pick the right keywords to track, segment them by purpose, set baselines, and define alert thresholds. use this skill when starting a new tracking project, baselining for a campaign, choosing what to monitor, or building a rank reporting cadence. triggers on rank tracking, keyword tracking, monitor rankings, track positions, what should we track, ranking dashboard, baseline rankings, alert thresholds. also triggers when a stakeholder wants weekly or monthly ranking visibility. seo-rank-tracking marketing "},{"slug":"seo-site-health-audit","kind":"skill","name":"SEO site health audit","tagline":"Triage technical SEO findings from Ahrefs Site Audit (and similar crawlers) by SEO impact, not just severity. Use this skill when reviewing crawl results, prioritizing technical fixes, scoping a technical SEO sprint, or after running any site-wide crawl. Triggers on site audit results, technical fix list, crawl errors, technical SEO triage, prioritize technical issues, what should we fix first, broken links, redirect chains. Also triggers when a long list of crawler issues is creating decision paralysis.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo site health audit triage technical seo findings from ahrefs site audit (and similar crawlers) by seo impact, not just severity. use this skill when reviewing crawl results, prioritizing technical fixes, scoping a technical seo sprint, or after running any site-wide crawl. triggers on site audit results, technical fix list, crawl errors, technical seo triage, prioritize technical issues, what should we fix first, broken links, redirect chains. also triggers when a long list of crawler issues is creating decision paralysis. seo-site-health-audit marketing "},{"slug":"seo-traffic-diagnosis","kind":"skill","name":"SEO traffic diagnosis","tagline":"Diagnose organic traffic changes (drops, stalls, or unexpected wins) using Ahrefs MCP plus Search Console data. Use this skill when traffic suddenly dropped, has been flat despite investment, after an algorithm update, after a migration or deploy, or when a competitor seems to be taking share. Triggers on traffic dropped, traffic decline, traffic stalled, organic decline, lost rankings, why is traffic down, algorithm update, post-migration traffic loss, traffic diagnosis. Also triggers when stakeholders are panicking about an organic traffic number they cannot explain. A panic about tracking, event, or dashboard setup is a measurement problem, not a traffic problem: route those to `analytics-strategy`.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo traffic diagnosis diagnose organic traffic changes (drops, stalls, or unexpected wins) using ahrefs mcp plus search console data. use this skill when traffic suddenly dropped, has been flat despite investment, after an algorithm update, after a migration or deploy, or when a competitor seems to be taking share. triggers on traffic dropped, traffic decline, traffic stalled, organic decline, lost rankings, why is traffic down, algorithm update, post-migration traffic loss, traffic diagnosis. also triggers when stakeholders are panicking about an organic traffic number they cannot explain. a panic about tracking, event, or dashboard setup is a measurement problem, not a traffic problem: route those to `analytics-strategy`. seo-traffic-diagnosis marketing "},{"slug":"skill-creation-walkthrough","kind":"skill","name":"Skill creation walkthrough","tagline":"Step-by-step guide for creating your own Claude Skills, from deciding whether a skill is the right tool to writing the SKILL.md file, structuring reference material, and making it trigger reliably. Use when you want to package a workflow, framework, or repeated task into a reusable Skill, when an existing skill is not triggering or not loading the right context, when you are auditing a skill that is underperforming, or when you want to publish a skill for others. Also triggers when someone asks \"how do I make a skill\" or \"what makes a good skill\". Useful for individuals, teams, and anyone publishing skills publicly.","author":"rampstackco","license":"MIT","stars":901,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"skill creation walkthrough step-by-step guide for creating your own claude skills, from deciding whether a skill is the right tool to writing the skill.md file, structuring reference material, and making it trigger reliably. use when you want to package a workflow, framework, or repeated task into a reusable skill, when an existing skill is not triggering or not loading the right context, when you are auditing a skill that is underperforming, or when you want to publish a skill for others. also triggers when someone asks \"how do i make a skill\" or \"what makes a good skill\". useful for individuals, teams, and anyone publishing skills publicly. skill-creation-walkthrough business & ops "},{"slug":"stakeholder-communication","kind":"skill","name":"Stakeholder communication","tagline":"Communicate effectively with stakeholders across functions and seniority levels. Use this skill when writing status updates, preparing executive reviews, sharing technical decisions with non-technical audiences, managing up, communicating bad news, or designing the communication cadence for a project. Triggers on stakeholder update, status report, executive summary, exec review, manage up, communicate bad news, project comms, status meeting, weekly update. Also triggers when a project is going off track and the team needs to communicate it.","author":"rampstackco","license":"MIT","stars":901,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"stakeholder communication communicate effectively with stakeholders across functions and seniority levels. use this skill when writing status updates, preparing executive reviews, sharing technical decisions with non-technical audiences, managing up, communicating bad news, or designing the communication cadence for a project. triggers on stakeholder update, status report, executive summary, exec review, manage up, communicate bad news, project comms, status meeting, weekly update. also triggers when a project is going off track and the team needs to communicate it. stakeholder-communication uncategorised "},{"slug":"team-onboarding-playbook","kind":"skill","name":"Team onboarding playbook","tagline":"Design a structured onboarding experience that gets new team members productive in 30, 60, and 90 days. Use when a new hire is joining, when contractors or agency partners need to ramp up, when an existing team is restructuring and members are switching focus, or when current onboarding feels chaotic and slow. Also triggers when one person owns all the tribal knowledge and you need to capture it, when you keep losing people in their first 90 days, or when a new project has many fresh members joining at once. Useful for engineering, design, product, marketing, and operations roles.","author":"rampstackco","license":"MIT","stars":901,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"team onboarding playbook design a structured onboarding experience that gets new team members productive in 30, 60, and 90 days. use when a new hire is joining, when contractors or agency partners need to ramp up, when an existing team is restructuring and members are switching focus, or when current onboarding feels chaotic and slow. also triggers when one person owns all the tribal knowledge and you need to capture it, when you keep losing people in their first 90 days, or when a new project has many fresh members joining at once. useful for engineering, design, product, marketing, and operations roles. team-onboarding-playbook business & ops "},{"slug":"seo-technical-2","kind":"skill","name":"Technical SEO","tagline":"Run a comprehensive technical SEO audit covering crawlability, indexability, rendering, site architecture, structured data, page experience, security, and internationalization. Use this skill whenever the user asks about technical SEO, crawl issues, indexing problems, sitemaps, robots.txt, canonical tags, schema markup, page speed, Core Web Vitals, hreflang, redirects, or site-wide search performance. Triggers on technical SEO, site audit, crawlability, indexability, sitemap, robots.txt, canonical, redirect chain, schema, JSON-LD, Core Web Vitals, page speed, hreflang, mobile usability, HTTPS, security headers, render-blocking, JavaScript SEO. Also triggers when a site has indexing problems, traffic drops, or migration concerns, even if 'technical SEO' is not said explicitly.","author":"rampstackco","license":"MIT","stars":901,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"technical seo run a comprehensive technical seo audit covering crawlability, indexability, rendering, site architecture, structured data, page experience, security, and internationalization. use this skill whenever the user asks about technical seo, crawl issues, indexing problems, sitemaps, robots.txt, canonical tags, schema markup, page speed, core web vitals, hreflang, redirects, or site-wide search performance. triggers on technical seo, site audit, crawlability, indexability, sitemap, robots.txt, canonical, redirect chain, schema, json-ld, core web vitals, page speed, hreflang, mobile usability, https, security headers, render-blocking, javascript seo. also triggers when a site has indexing problems, traffic drops, or migration concerns, even if 'technical seo' is not said explicitly. seo-technical-2 marketing "},{"slug":"usability-testing","kind":"skill","name":"Usability testing","tagline":"Plan and run usability tests on existing or prototype designs including test design, task scripts, moderation, observation, and findings synthesis. Use this skill whenever the user wants to test usability, run a moderated test, run an unmoderated test, validate a design, find usability issues, or improve task completion. Triggers on usability test, usability testing, moderated test, unmoderated test, task script, think aloud, prototype testing, user testing, design validation, task completion. Also triggers when the user has built something and wants to know if real users can use it before shipping.","author":"rampstackco","license":"MIT","stars":901,"dept":"design","deptName":"Design","task":"design/map-flow","taskName":"User flows","hay":"usability testing plan and run usability tests on existing or prototype designs including test design, task scripts, moderation, observation, and findings synthesis. use this skill whenever the user wants to test usability, run a moderated test, run an unmoderated test, validate a design, find usability issues, or improve task completion. triggers on usability test, usability testing, moderated test, unmoderated test, task script, think aloud, prototype testing, user testing, design validation, task completion. also triggers when the user has built something and wants to know if real users can use it before shipping. usability-testing design & ui "},{"slug":"ux-research","kind":"skill","name":"UX research","tagline":"Plan and execute user research including research planning, recruiting, interview design, qualitative synthesis, and translating findings into product decisions. Use this skill whenever the user wants to plan user research, design interviews, recruit participants, conduct discovery, run formative research, or synthesize qualitative findings. Triggers on user research, UX research, user interviews, discovery research, generative research, formative research, qualitative research, user insights, research synthesis, recruitment, interview guide, jobs to be done. Also triggers when product decisions are being made without user input and the user wants to fix that.","author":"rampstackco","license":"MIT","stars":901,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"ux research plan and execute user research including research planning, recruiting, interview design, qualitative synthesis, and translating findings into product decisions. use this skill whenever the user wants to plan user research, design interviews, recruit participants, conduct discovery, run formative research, or synthesize qualitative findings. triggers on user research, ux research, user interviews, discovery research, generative research, formative research, qualitative research, user insights, research synthesis, recruitment, interview guide, jobs to be done. also triggers when product decisions are being made without user input and the user wants to fix that. ux-research business & ops "},{"slug":"vendor-evaluation-2","kind":"skill","name":"Vendor evaluation","tagline":"Evaluate, select, and contract with vendors and SaaS tools. Use this skill when comparing alternatives, running an RFP, scoring vendors against criteria, negotiating contracts, planning a switch, or assessing a vendor's risk. Triggers on vendor evaluation, RFP, vendor selection, build vs buy, SaaS evaluation, vendor scorecard, vendor comparison, contract negotiation, vendor switch, procurement. Also triggers when a renewal is coming up or when a tool isn't meeting expectations.","author":"rampstackco","license":"MIT","stars":901,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"vendor evaluation evaluate, select, and contract with vendors and saas tools. use this skill when comparing alternatives, running an rfp, scoring vendors against criteria, negotiating contracts, planning a switch, or assessing a vendor's risk. triggers on vendor evaluation, rfp, vendor selection, build vs buy, saas evaluation, vendor scorecard, vendor comparison, contract negotiation, vendor switch, procurement. also triggers when a renewal is coming up or when a tool isn't meeting expectations. vendor-evaluation-2 sales & ecommerce "},{"slug":"anima-lora-trainer","kind":"skill","name":"Citron Anima LoRA Trainer","tagline":"Train a custom anime LoRA on the ANIMA base model with Citron's local Gradio trainer (kohya sd-scripts), <6GB VRAM, character/style LoRAs; covers setup, dataset prep, training params, and using the result in the anima-base workflow","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"citron anima lora trainer train a custom anime lora on the anima base model with citron's local gradio trainer (kohya sd-scripts), <6gb vram, character/style loras; covers setup, dataset prep, training params, and using the result in the anima-base workflow anima-lora-trainer creator "},{"slug":"civitai","kind":"skill","name":"Civitai + comfyui-mcp","tagline":"Discover Civitai models with the BUILT-IN download_model action:\"search_civitai\" and install/generate them locally. Find a checkpoint/LoRA/embedding on Civitai, download it into ComfyUI, and use its trigger words. Optionally pair the official Civitai MCP for community features (images browsing, posting, collections).","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"civitai + comfyui-mcp discover civitai models with the built-in download_model action:\"search_civitai\" and install/generate them locally. find a checkpoint/lora/embedding on civitai, download it into comfyui, and use its trigger words. optionally pair the official civitai mcp for community features (images browsing, posting, collections). civitai creator "},{"slug":"color-correction","kind":"skill","name":"Color Correction (measure, don't eyeball)","tagline":"Diagnose and fix video/image color OBJECTIVELY with the get_image (action:\"analyze_color\") tool (scopes/stats such as black/white points, contrast, saturation, clipping, cast) instead of eyeballing a contact sheet. Covers the \"washed out\" signature, why reference color-match (mkl/ColorMatch/ColorMatchAdobe) CAN'T add contrast a flat source lacks, the levels/contrast-stretch fix (core AdjustContrast / CurveEditor), the measure→fix→re-measure loop, the side-by-side sandbox pattern, and where to place the fix in a render graph (after decode, before save). Use when a render looks washed out / flat / dull / over-saturated / color-cast, or when deciding between a color-match and a contrast/levels fix.","author":"artokun","license":"MIT","stars":759,"dept":"design","deptName":"Design","task":"design/fix-accessibility","taskName":"Accessibility","hay":"color correction (measure, don't eyeball) diagnose and fix video/image color objectively with the get_image (action:\"analyze_color\") tool (scopes/stats such as black/white points, contrast, saturation, clipping, cast) instead of eyeballing a contact sheet. covers the \"washed out\" signature, why reference color-match (mkl/colormatch/colormatchadobe) can't add contrast a flat source lacks, the levels/contrast-stretch fix (core adjustcontrast / curveeditor), the measure→fix→re-measure loop, the side-by-side sandbox pattern, and where to place the fix in a render graph (after decode, before save). use when a render looks washed out / flat / dull / over-saturated / color-cast, or when deciding between a color-match and a contrast/levels fix. color-correction creator "},{"slug":"comfy-debugger","kind":"agent","name":"Comfy debugger","tagline":"Diagnoses ComfyUI workflow failures by analyzing logs, history, and node definitions","author":"artokun","license":"MIT","stars":759,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"comfy debugger diagnoses comfyui workflow failures by analyzing logs, history, and node definitions comfy-debugger creator "},{"slug":"comfy-explorer","kind":"agent","name":"Comfy explorer","tagline":"Explores ComfyUI custom node packs and generates complete skills","author":"artokun","license":"MIT","stars":759,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"comfy explorer explores comfyui custom node packs and generates complete skills comfy-explorer creator "},{"slug":"comfy-optimizer","kind":"agent","name":"Comfy optimizer","tagline":"Analyzes ComfyUI workflows for performance issues and suggests optimizations","author":"artokun","license":"MIT","stars":759,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"comfy optimizer analyzes comfyui workflows for performance issues and suggests optimizations comfy-optimizer creator "},{"slug":"comfyui-core","kind":"skill","name":"ComfyUI Core Knowledge","tagline":"Core ComfyUI knowledge covering workflow format, node types, pipeline patterns, and MCP tool usage","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"comfyui core knowledge core comfyui knowledge covering workflow format, node types, pipeline patterns, and mcp tool usage comfyui-core creator "},{"slug":"comfyui-launch-flags","kind":"skill","name":"ComfyUI launch/performance flags","tagline":"Pick the right ComfyUI startup flags for VRAM, attention, caching, and speed. The full decision matrix for OOM (--novram / --cache-none / --disable-smart-memory), shared-VRAM creep on Windows (--reserve-vram N), model-switching with big text encoders (--cache-none), high-VRAM throughput (--gpu-only / --highvram), and attention-backend selection (--use-sage-attention for speed, --use-pytorch-cross-attention as the highest-quality / Z-Image-safe fallback). Also the acceleration-stack + Blackwell/RTX 5000 (sm_120) notes. Use when a graph OOMs (especially long video like LTX 2 / WAN), when the GPU spills into shared VRAM and slows to a crawl, when switching between models eats all RAM, when Z-Image produces black/garbled output under Sage, or when deciding which attention backend to launch with. Flag names verified against upstream comfy/cli_args.py; see Sources.","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"comfyui launch/performance flags pick the right comfyui startup flags for vram, attention, caching, and speed. the full decision matrix for oom (--novram / --cache-none / --disable-smart-memory), shared-vram creep on windows (--reserve-vram n), model-switching with big text encoders (--cache-none), high-vram throughput (--gpu-only / --highvram), and attention-backend selection (--use-sage-attention for speed, --use-pytorch-cross-attention as the highest-quality / z-image-safe fallback). also the acceleration-stack + blackwell/rtx 5000 (sm_120) notes. use when a graph ooms (especially long video like ltx 2 / wan), when the gpu spills into shared vram and slows to a crawl, when switching between models eats all ram, when z-image produces black/garbled output under sage, or when deciding which attention backend to launch with. flag names verified against upstream comfy/cli_args.py; see sources. comfyui-launch-flags creator "},{"slug":"model-compatibility","kind":"skill","name":"ComfyUI Model Compatibility Matrix","tagline":"Model family compatibility matrix covering loaders, resolutions, samplers, CFG, VAE, ControlNet, and LoRA compatibility for SD 1.5, SDXL, Flux, SD3, and video models","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"comfyui model compatibility matrix model family compatibility matrix covering loaders, resolutions, samplers, cfg, vae, controlnet, and lora compatibility for sd 1.5, sdxl, flux, sd3, and video models model-compatibility creator "},{"slug":"prompt-engineering","kind":"skill","name":"ComfyUI Prompt Engineering","tagline":"ComfyUI prompt engineering knowledge covering CLIP text encoding syntax, weight modifiers, model-specific prompting strategies, and best practices","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"comfyui prompt engineering comfyui prompt engineering knowledge covering clip text encoding syntax, weight modifiers, model-specific prompting strategies, and best practices prompt-engineering creator "},{"slug":"troubleshooting","kind":"skill","name":"ComfyUI Troubleshooting Guide","tagline":"Common ComfyUI errors and fixes. OOM, missing nodes, dtype mismatches, black images, and debugging strategies","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"comfyui troubleshooting guide common comfyui errors and fixes. oom, missing nodes, dtype mismatches, black images, and debugging strategies troubleshooting creator "},{"slug":"comfyui-frontend-extensions","kind":"skill","name":"ComfyUI v2 Frontend Extension API","tagline":"Authoring ComfyUI v2 frontend extensions with @comfyorg/extension-api, covering defineNode/defineExtension/defineWidget, shell UI (sidebar tabs, commands, hotkeys), typed events, and handles. Use when writing or editing ComfyUI web-UI extension code (custom node JS, sidebar panels, widgets).","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"comfyui v2 frontend extension api authoring comfyui v2 frontend extensions with @comfyorg/extension-api, covering definenode/defineextension/definewidget, shell ui (sidebar tabs, commands, hotkeys), typed events, and handles. use when writing or editing comfyui web-ui extension code (custom node js, sidebar panels, widgets). comfyui-frontend-extensions creator "},{"slug":"workflow-layout","kind":"skill","name":"ComfyUI Workflow Layout & Organization","tagline":"Lay out and organize a ComfyUI workflow cleanly on the live panel canvas. Dependency-layered node placement with no overlaps, subgraphs, colored group boxes, and subgraph rail alignment. Use when asked to tidy / clean up / organize / arrange a workflow, add groups or subgraphs, fix overlapping nodes, or build a workflow that should look good from the start.","author":"artokun","license":"MIT","stars":759,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"comfyui workflow layout & organization lay out and organize a comfyui workflow cleanly on the live panel canvas. dependency-layered node placement with no overlaps, subgraphs, colored group boxes, and subgraph rail alignment. use when asked to tidy / clean up / organize / arrange a workflow, add groups or subgraphs, fix overlapping nodes, or build a workflow that should look good from the start. workflow-layout creator "},{"slug":"lora-manager","kind":"skill","name":"ComfyUI-LoRA-Manager","tagline":"Author ComfyUI-LoRA-Manager nodes from the panel. Use when adding a LoRA Manager loader, stacker, prompt, or text node, or when panel_add_node refuses AUTOCOMPLETE_TEXT_LORAS / AUTOCOMPLETE_TEXT_PROMPT after waiting for a widget.","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"comfyui-lora-manager author comfyui-lora-manager nodes from the panel. use when adding a lora manager loader, stacker, prompt, or text node, or when panel_add_node refuses autocomplete_text_loras / autocomplete_text_prompt after waiting for a widget. lora-manager creator "},{"slug":"debug-render","kind":"skill","name":"Debugging renders with run-to-node","tagline":"Debug a WRONG or imperfect render (not a hard error) by inspecting inputs and intermediate steps with run-to-node. Render one branch up to an output, preview-tap latents/masks/preprocessor maps, localize the first bad stage, then fix. Use when a final image/video completes but looks wrong, such as artifacts, wrong subject/pose/composition/color, blur, a ControlNet/IPAdapter/mask/LoRA not taking, or a two-stage refiner or upscale degrading the result. For errors/OOM/missing nodes use the troubleshooting skill.","author":"artokun","license":"MIT","stars":759,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"debugging renders with run-to-node debug a wrong or imperfect render (not a hard error) by inspecting inputs and intermediate steps with run-to-node. render one branch up to an output, preview-tap latents/masks/preprocessor maps, localize the first bad stage, then fix. use when a final image/video completes but looks wrong, such as artifacts, wrong subject/pose/composition/color, blur, a controlnet/ipadapter/mask/lora not taking, or a two-stage refiner or upscale degrading the result. for errors/oom/missing nodes use the troubleshooting skill. debug-render creator "},{"slug":"director","kind":"skill","name":"Director — Story-to-Video Production Pipeline","tagline":"Full production pipeline covering story to scenes, Z-Image start frames, Qwen Edit end frames, WAN FLF video clips, ffmpeg concatenation","author":"artokun","license":"MIT","stars":759,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"director — story-to-video production pipeline full production pipeline covering story to scenes, z-image start frames, qwen edit end frames, wan flf video clips, ffmpeg concatenation director creator "},{"slug":"ernie-image","kind":"skill","name":"ERNIE-Image / ERNIE-Image-Turbo Workflows","tagline":"Build Baidu ERNIE-Image / ERNIE-Image-Turbo workflows, primarily TEXT-TO-IMAGE. Pick ERNIE when you need precise multilingual text rendering, posters/signage, manga/anime multi-panel layouts, or strong instruction following for complex multi-object scenes. Also supports denoise-based image-to-image refine (NOT instruction-grounded editing; use Qwen-Image-Edit or Flux Kontext for \"change X in this photo\" edits).","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"ernie-image / ernie-image-turbo workflows build baidu ernie-image / ernie-image-turbo workflows, primarily text-to-image. pick ernie when you need precise multilingual text rendering, posters/signage, manga/anime multi-panel layouts, or strong instruction following for complex multi-object scenes. also supports denoise-based image-to-image refine (not instruction-grounded editing; use qwen-image-edit or flux kontext for \"change x in this photo\" edits). ernie-image creator "},{"slug":"flux-txt2img","kind":"skill","name":"Flux Text-to-Image Workflows","tagline":"Build Flux txt2img workflows with Flux.1 Dev (SRPO), Flux 2 Klein 9B, Turbo LoRAs, FluxGuidance, and DualCLIPLoader patterns","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"flux text-to-image workflows build flux txt2img workflows with flux.1 dev (srpo), flux 2 klein 9b, turbo loras, fluxguidance, and dualcliploader patterns flux-txt2img creator "},{"slug":"ideogram-ultra","kind":"skill","name":"Ideogram 4 (Ideogram Ultra) Workflows","tagline":"Build Ideogram 4 (Ideogram Ultra) txt2img and img2img workflows with the local open-weights model, dual conditional/unconditional models with DualModelGuider, Qwen3-VL text encoder, and structured JSON (\"compositional deconstruction\") prompts for strong text rendering and layout control","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"ideogram 4 (ideogram ultra) workflows build ideogram 4 (ideogram ultra) txt2img and img2img workflows with the local open-weights model, dual conditional/unconditional models with dualmodelguider, qwen3-vl text encoder, and structured json (\"compositional deconstruction\") prompts for strong text rendering and layout control ideogram-ultra creator "},{"slug":"installer-packs","kind":"skill","name":"Installer packs","tagline":"Use when installing a model family from an installer pack, or when building/deriving a new pack from an upstream installer or a workflow JSON. Explains the manifest-driven packs/ system and tells you to invite the user to contribute new packs back upstream.","author":"artokun","license":"MIT","stars":759,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"installer packs use when installing a model family from an installer pack, or when building/deriving a new pack from an upstream installer or a workflow json. explains the manifest-driven packs/ system and tells you to invite the user to contribute new packs back upstream. installer-packs creator "},{"slug":"panel-node-pack-sync","kind":"skill","name":"Keep the panel node-pack in sync with the orchestrator","tagline":"Keep the ComfyUI sidebar panel node-pack (comfyui-agent-panel) in step with the orchestrator after comfyui-mcp updates. Use this whenever the orchestrator was just updated (install_comfyui (action:\"self_update\"), npm i -g comfyui-mcp, a new version in the ENVIRONMENT line), when a panel/bridge command fails in a way that smells like version drift (\"panel is too old\", a graph_/ui_ command the panel doesn't implement, a feature that works in the docs but not in the sidebar), or when the user asks to update/pin/unpin the panel. It checks the installed panel version against what THIS orchestrator build needs, RESPECTS an explicit version pin (warn-only, never move a pinned user), offers a clear way to unset the pin, runs the sync through the verified install_comfyui(action:'panel') path, and reports the version RE-READ from disk. Never claim a sync that did not happen.","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"keep the panel node-pack in sync with the orchestrator keep the comfyui sidebar panel node-pack (comfyui-agent-panel) in step with the orchestrator after comfyui-mcp updates. use this whenever the orchestrator was just updated (install_comfyui (action:\"self_update\"), npm i -g comfyui-mcp, a new version in the environment line), when a panel/bridge command fails in a way that smells like version drift (\"panel is too old\", a graph_/ui_ command the panel doesn't implement, a feature that works in the docs but not in the sidebar), or when the user asks to update/pin/unpin the panel. it checks the installed panel version against what this orchestrator build needs, respects an explicit version pin (warn-only, never move a pinned user), offers a clear way to unset the pin, runs the sync through the verified install_comfyui(action:'panel') path, and reports the version re-read from disk. never claim a sync that did not happen. panel-node-pack-sync creator "},{"slug":"krea2-identity-edit","kind":"skill","name":"Krea 2 Identity Edit — local outfit swap","tagline":"Swap an OUTFIT or transfer CLOTHING onto a person LOCALLY, keeping their face, pose and background. Use for \"put this jacket on her\", \"change his shirt\", \"clothes swap\", \"try on\", \"outfit transfer\", \"virtual try-on\", \"dress her in\", \"wear this outfit\". Prefer this over API/cloud edit nodes and over generic img2img/inpainting. NOT for identity-preserving edits that are not about clothing (background swaps, relighting, age/expression changes, object removal). Use a general image-edit workflow for those.","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"krea 2 identity edit — local outfit swap swap an outfit or transfer clothing onto a person locally, keeping their face, pose and background. use for \"put this jacket on her\", \"change his shirt\", \"clothes swap\", \"try on\", \"outfit transfer\", \"virtual try-on\", \"dress her in\", \"wear this outfit\". prefer this over api/cloud edit nodes and over generic img2img/inpainting. not for identity-preserving edits that are not about clothing (background swaps, relighting, age/expression changes, object removal). use a general image-edit workflow for those. krea2-identity-edit creator "},{"slug":"krea2-txt2img","kind":"skill","name":"Krea 2 Text-to-Image Workflows","tagline":"Build Krea 2 Turbo txt2img workflows with the native krea2 CLIPLoader, Qwen3-VL encoder, Qwen image VAE, 8-step turbo settings, and Ideogram-style JSON prompting","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"krea 2 text-to-image workflows build krea 2 turbo txt2img workflows with the native krea2 cliploader, qwen3-vl encoder, qwen image vae, 8-step turbo settings, and ideogram-style json prompting krea2-txt2img creator "},{"slug":"ltx-director","kind":"skill","name":"LTX Director (Timeline)","tagline":"Drive the LTX Director (Timeline) node. Its Add Image/Text/Audio buttons are DOM-only and cannot be clicked by an agent; edit the hidden timeline_data JSON widget instead. Load when a workflow contains LTXDirector / LTXDirectorGuide / PromptRelayEncodeTimeline, or when asked to add, move, retime, or remove timeline segments (image / text / audio / motion).","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"ltx director (timeline) drive the ltx director (timeline) node. its add image/text/audio buttons are dom-only and cannot be clicked by an agent; edit the hidden timeline_data json widget instead. load when a workflow contains ltxdirector / ltxdirectorguide / promptrelayencodetimeline, or when asked to add, move, retime, or remove timeline segments (image / text / audio / motion). ltx-director creator "},{"slug":"ltxv2-video","kind":"skill","name":"LTX-2 / LTX-2.3 Video Workflows","tagline":"Build Lightricks LTX-2 / LTX-2.3 video workflows covering text-to-video, image-to-video, GGUF and bundled checkpoints, distilled model, camera control LoRAs, synchronized audio, two-stage upscaling, and swapping alternate/GGUF base models","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"ltx-2 / ltx-2.3 video workflows build lightricks ltx-2 / ltx-2.3 video workflows covering text-to-video, image-to-video, gguf and bundled checkpoints, distilled model, camera control loras, synchronized audio, two-stage upscaling, and swapping alternate/gguf base models ltxv2-video creator "},{"slug":"minimax-h3-video","kind":"skill","name":"MiniMax H3 (Hailuo) — local video","tagline":"Build MiniMax H3 (Hailuo) local video workflows with native T2V/I2V/R2V nodes, Comfy-Org INT8 weights, turbo LoRAs for 8GB VRAM, 15-second stereo-audio clips, and the official MiniMax prompting guides (cite by link, do not copy).","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"minimax h3 (hailuo) — local video build minimax h3 (hailuo) local video workflows with native t2v/i2v/r2v nodes, comfy-org int8 weights, turbo loras for 8gb vram, 15-second stereo-audio clips, and the official minimax prompting guides (cite by link, do not copy). minimax-h3-video creator "},{"slug":"model-registry","kind":"skill","name":"Model registry","tagline":"Curated download URLs and target directories, organized by family (Flux, WAN, LTX, Qwen, Z-Image, SD15/SDXL), for every model the comfyui-mcp skills reference, covering checkpoints, VAEs, text encoders, and LoRAs. Use when downloading models with download_model (action:\"download\" / action:\"download_civitai\"), when a workflow fails with a missing-model error, or when setting up a new machine.","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"model registry curated download urls and target directories, organized by family (flux, wan, ltx, qwen, z-image, sd15/sdxl), for every model the comfyui-mcp skills reference, covering checkpoints, vaes, text encoders, and loras. use when downloading models with download_model (action:\"download\" / action:\"download_civitai\"), when a workflow fails with a missing-model error, or when setting up a new machine. model-registry creator "},{"slug":"panel-operations","kind":"skill","name":"Panel agent operations","tagline":"On-demand procedures for the ComfyUI sidebar panel agent that are too long to sit in the system prompt. Read it when a task lands in one of these areas. subgraph boundary rails and blueprint reuse, merging or composing workflows across tabs, pinning your edits to one workflow, opening staged or downloaded workflow files, untangling Get/Set-bus and rgthree toggle-heavy graphs, authoring rgthree Fast Groups nodes, the LoRA Manager autocomplete-node limitation, the CivitAI browser flow, downloading model weights, reading hardware and runtime stats, Prompt Director audits, custom-node crash recovery, run-to-node render debugging, and multi-stage pipeline chaining. Each section is a lookup, not background reading. Reach for the one you need instead of guessing, and follow the tool's own description for parameter detail.","author":"artokun","license":"MIT","stars":759,"dept":"engineering","deptName":"Development","task":"engineering/lang-patterns","taskName":"Language patterns","hay":"panel agent operations on-demand procedures for the comfyui sidebar panel agent that are too long to sit in the system prompt. read it when a task lands in one of these areas. subgraph boundary rails and blueprint reuse, merging or composing workflows across tabs, pinning your edits to one workflow, opening staged or downloaded workflow files, untangling get/set-bus and rgthree toggle-heavy graphs, authoring rgthree fast groups nodes, the lora manager autocomplete-node limitation, the civitai browser flow, downloading model weights, reading hardware and runtime stats, prompt director audits, custom-node crash recovery, run-to-node render debugging, and multi-stage pipeline chaining. each section is a lookup, not background reading. reach for the one you need instead of guessing, and follow the tool's own description for parameter detail. panel-operations creator "},{"slug":"qwen-txt2img","kind":"skill","name":"Qwen Image 2512 Text-to-Image Workflows","tagline":"Build Qwen Image 2512 text-to-image workflows with QwenImageIntegratedKSampler, separate component loading, lightning LoRAs, and fine-tuned model variants","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"qwen image 2512 text-to-image workflows build qwen image 2512 text-to-image workflows with qwenimageintegratedksampler, separate component loading, lightning loras, and fine-tuned model variants qwen-txt2img creator "},{"slug":"qwen-image-edit","kind":"skill","name":"Qwen Image Edit Workflows","tagline":"Build Qwen Image Edit workflows covering model loading, conditioning, LoRAs, prompt patterns, and XY plot testing","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"qwen image edit workflows build qwen image edit workflows covering model loading, conditioning, loras, prompt patterns, and xy plot testing qwen-image-edit creator "},{"slug":"rgthree","kind":"skill","name":"Rgthree comfy","tagline":"Configure and author rgthree-comfy nodes — Fast Groups Bypasser/Muter (group toggles), Power Lora Loader, Context/Context Big, Seed, Any Switch. Use when a workflow contains rgthree nodes, when asked to add stage/section toggles or an A/B switch, when stacking LoRAs, or when an rgthree node needs configuring. Covers the frontend-only nodes that are absent from /object_info and the properties-not-widgets configuration model.","author":"artokun","license":"MIT","stars":759,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"rgthree comfy configure and author rgthree-comfy nodes — fast groups bypasser/muter (group toggles), power lora loader, context/context big, seed, any switch. use when a workflow contains rgthree nodes, when asked to add stage/section toggles or an a/b switch, when stacking loras, or when an rgthree node needs configuring. covers the frontend-only nodes that are absent from /object_info and the properties-not-widgets configuration model. rgthree creator "},{"slug":"local-llm-free","kind":"skill","name":"Run the agent locally for free (Ollama + our fine-tuned models)","tagline":"Run the ComfyUI agent locally for FREE with no subscription, no API key, and fully offline, using our gemma4 models fine-tuned on the comfyui-mcp tool suite via Ollama. Use when the user asks about running locally, running for free, offline use, avoiding API costs, Ollama setup, or which local model to pick.","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"run the agent locally for free (ollama + our fine-tuned models) run the comfyui agent locally for free with no subscription, no api key, and fully offline, using our gemma4 models fine-tuned on the comfyui-mcp tool suite via ollama. use when the user asks about running locally, running for free, offline use, avoiding api costs, ollama setup, or which local model to pick. local-llm-free creator "},{"slug":"wan-scail-replacement","kind":"skill","name":"SCAIL-2 In-Video Character Replacement (WAN 2.1)","tagline":"SCAIL-2 in-video character replacement on WAN 2.1. WanSCAILToVideo + SCAIL2ColoredMask + SAM3, the reference-image framing→scale rule, and the tuning/compositing pitfalls","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"scail-2 in-video character replacement (wan 2.1) scail-2 in-video character replacement on wan 2.1. wanscailtovideo + scail2coloredmask + sam3, the reference-image framing→scale rule, and the tuning/compositing pitfalls wan-scail-replacement creator "},{"slug":"train-character-lora","kind":"skill","name":"Train a Character LoRA (local, Flux.1-dev)","tagline":"Train a character/identity LoRA locally on FLUX.1-dev via the comfyui-mcp train_* tools (GPU Docker + ostris ai-toolkit). Use when the user wants to train a LoRA of a person/character from their photos on the local GPU. Covers dataset prep, launch, monitoring, and using the result in ComfyUI. For WAN/Z-Image training via the ai-toolkit UI see ai-toolkit-trainer.","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"train a character lora (local, flux.1-dev) train a character/identity lora locally on flux.1-dev via the comfyui-mcp train_* tools (gpu docker + ostris ai-toolkit). use when the user wants to train a lora of a person/character from their photos on the local gpu. covers dataset prep, launch, monitoring, and using the result in comfyui. for wan/z-image training via the ai-toolkit ui see ai-toolkit-trainer. train-character-lora creator "},{"slug":"triton-sageattention","kind":"skill","name":"Triton + SageAttention (ComfyUI acceleration)","tagline":"Install Triton + SageAttention to accelerate ComfyUI (the sageattn attention_mode and inductor torch.compile used by WanVideoWrapper / many video graphs). Windows-first (triton-windows + woct0rdho prebuilt SageAttention wheels matched to torch/CUDA/python into the RIGHT python), plus Linux (official triton + build) and Mac (N/A → sdpa/MPS). Also covers the SAFE sdpa / no-compile fallback so an example that assumes sageattn + torch.compile still runs when these aren't installed (video-extend TRAP 5). Use when a loader crashes with \"No module named 'sageattention'\" or reports triton unavailable, when asked to speed up Wan/video workflows, or when deciding whether to install acceleration vs. fall back.","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"triton + sageattention (comfyui acceleration) install triton + sageattention to accelerate comfyui (the sageattn attention_mode and inductor torch.compile used by wanvideowrapper / many video graphs). windows-first (triton-windows + woct0rdho prebuilt sageattention wheels matched to torch/cuda/python into the right python), plus linux (official triton + build) and mac (n/a → sdpa/mps). also covers the safe sdpa / no-compile fallback so an example that assumes sageattn + torch.compile still runs when these aren't installed (video-extend trap 5). use when a loader crashes with \"no module named 'sageattention'\" or reports triton unavailable, when asked to speed up wan/video workflows, or when deciding whether to install acceleration vs. fall back. triton-sageattention creator "},{"slug":"video-extend","kind":"skill","name":"Video Extension (Pusa 2.2 — temporal flowmatching)","tagline":"Extend / continue a video temporally with Pusa 2.2 in ComfyUI. Temporal flowmatching (the flowmatch_pusa scheduler + WanVideoAddPusaNoise) on the WanVideoWrapper stack with WAN 2.2 T2V A14B (HIGH/LOW) models and the Pusa V1 LoRAs, conditioning on the loaded clip via WanVideoEncode so the existing motion carries into the continuation. Covers the kijai wanvideo_2_2_14B_Pusa_extension graph, model/LoRA slots + downloads, noise/length/scheduler settings, chaining multiple extensions, VRAM tiers, gotchas, and the extend→upscale handoff.","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"video extension (pusa 2.2 — temporal flowmatching) extend / continue a video temporally with pusa 2.2 in comfyui. temporal flowmatching (the flowmatch_pusa scheduler + wanvideoaddpusanoise) on the wanvideowrapper stack with wan 2.2 t2v a14b (high/low) models and the pusa v1 loras, conditioning on the loaded clip via wanvideoencode so the existing motion carries into the continuation. covers the kijai wanvideo_2_2_14b_pusa_extension graph, model/lora slots + downloads, noise/length/scheduler settings, chaining multiple extensions, vram tiers, gotchas, and the extend→upscale handoff. video-extend creator "},{"slug":"video-upscale","kind":"skill","name":"Video Upscaling & Restoration","tagline":"Upscale and restore video in ComfyUI. Both the quick local path (per-frame ESRGAN like 4x_foolhardy_Remacri via ImageUpscaleWithModel + 4x→2x supersample, with its temporal-flicker tradeoff) and temporal-aware super-resolution (SeedVR2, the newer FlashVSR) with the downscale-first restore pipeline; RIFE/FILM frame interpolation via the BUILT-IN ComfyUI 0.26 FrameInterpolate (rife_v4.26 in models/frame_interpolation/) or the ComfyUI-Frame-Interpolation pack; 2x/4x scaling, VRAM tiers, VHS encode. Captures the classic downscale→SeedVR2→RIFE recipe and the current 2026 recommendation.","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"video upscaling & restoration upscale and restore video in comfyui. both the quick local path (per-frame esrgan like 4x_foolhardy_remacri via imageupscalewithmodel + 4x→2x supersample, with its temporal-flicker tradeoff) and temporal-aware super-resolution (seedvr2, the newer flashvsr) with the downscale-first restore pipeline; rife/film frame interpolation via the built-in comfyui 0.26 frameinterpolate (rife_v4.26 in models/frame_interpolation/) or the comfyui-frame-interpolation pack; 2x/4x scaling, vram tiers, vhs encode. captures the classic downscale→seedvr2→rife recipe and the current 2026 recommendation. video-upscale creator "},{"slug":"wan-flf-video","kind":"skill","name":"WAN 2.2 First-Last-Frame (FLF) Video Workflows","tagline":"Build WAN 2.2 First-Last-Frame video workflows. Native dual hi-lo (required), and WanVideoWrapper VACE approaches","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"wan 2.2 first-last-frame (flf) video workflows build wan 2.2 first-last-frame video workflows. native dual hi-lo (required), and wanvideowrapper vace approaches wan-flf-video creator "},{"slug":"wan-t2v-video","kind":"skill","name":"WAN 2.2 Text-to-Video (T2V) Workflows","tagline":"Build WAN 2.2 Text-to-Video workflows. Dual hi-lo models, lightning LoRAs, VACE modules, and KSamplerAdvanced two-pass","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"wan 2.2 text-to-video (t2v) workflows build wan 2.2 text-to-video workflows. dual hi-lo models, lightning loras, vace modules, and ksampleradvanced two-pass wan-t2v-video creator "},{"slug":"wan-multitalk","kind":"skill","name":"WAN MultiTalk — Audio-Driven Talking Avatar","tagline":"Build WAN MultiTalk audio-driven talking-avatar / lip-sync video workflows. MeiGen-AI MultiTalk on WAN 2.1 14B I2V via kijai WanVideoWrapper (portrait + audio → lip-synced video)","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"wan multitalk — audio-driven talking avatar build wan multitalk audio-driven talking-avatar / lip-sync video workflows. meigen-ai multitalk on wan 2.1 14b i2v via kijai wanvideowrapper (portrait + audio → lip-synced video) wan-multitalk creator "},{"slug":"z-image-txt2img","kind":"skill","name":"Z-Image Text-to-Image Workflows","tagline":"Build Z-Image txt2img workflows. RedCraft checkpoint, Z-Image Turbo/Base LoRAs, ControlNet, and sampler presets","author":"artokun","license":"MIT","stars":759,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"z-image text-to-image workflows build z-image txt2img workflows. redcraft checkpoint, z-image turbo/base loras, controlnet, and sampler presets z-image-txt2img creator "},{"slug":"clay-playbooks","kind":"skill","name":"Clay playbooks","tagline":"Index and shared harness for the 19 signal playbooks. Each playbook turns one buying signal (new in role, raised a round, hiring surge, pricing page, tech on website, ...) into one copy-ready sentence you can drop into a cold email. Every playbook ships three ways to run it: as a Claude skill, as a Clay table built through a browser harness, and as a Clay workflow built from the clay CLI. Use when someone says \"personalize this list\", \"what signal should I use\", \"build the Clay column for X\", or names any of the 19 signals.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"clay playbooks index and shared harness for the 19 signal playbooks. each playbook turns one buying signal (new in role, raised a round, hiring surge, pricing page, tech on website, ...) into one copy-ready sentence you can drop into a cold email. every playbook ships three ways to run it: as a claude skill, as a clay table built through a browser harness, and as a clay workflow built from the clay cli. use when someone says \"personalize this list\", \"what signal should i use\", \"build the clay column for x\", or names any of the 19 signals. clay-playbooks uncategorised "},{"slug":"competitor-engagers","kind":"skill","name":"Competitor engagers","tagline":"Find people actively engaging with competitor LinkedIn posts. Given a website URL, discovers competitors, fetches their company and employee posts, collects all commenters and reactors, and outputs a deduplicated CSV of engaged prospects. Use when someone wants to find leads from competitor engagement, build outreach lists from LinkedIn activity, or analyze who interacts with competitor content.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor engagers find people actively engaging with competitor linkedin posts. given a website url, discovers competitors, fetches their company and employee posts, collects all commenters and reactors, and outputs a deduplicated csv of engaged prospects. use when someone wants to find leads from competitor engagement, build outreach lists from linkedin activity, or analyze who interacts with competitor content. competitor-engagers business & ops "},{"slug":"deliverability-incident-response","kind":"skill","name":"Deliverability incident response","tagline":"Triage playbook for when cold email deliverability breaks. Decision-tree guidance for \"I landed in spam\", \"bounce rate spiked\", \"domain blacklisted\", \"inbox blocked in warmup\", \"reply rate dropped\". Tells you what to check first, what to fix, and how long the fix takes. Pair with /email-deliverability-audit for diagnosis.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"deliverability incident response triage playbook for when cold email deliverability breaks. decision-tree guidance for \"i landed in spam\", \"bounce rate spiked\", \"domain blacklisted\", \"inbox blocked in warmup\", \"reply rate dropped\". tells you what to check first, what to fix, and how long the fix takes. pair with /email-deliverability-audit for diagnosis. deliverability-incident-response marketing "},{"slug":"deliverability-test-public","kind":"skill","name":"Deliverability test public","tagline":"Compare reply rates, bounce rates, and positive reply rates broken down by inbox type (SMTP / Gmail / Outlook) for a Smartlead account. Use when you want to know \"which inbox type delivers best\" or when debugging unexplained deliverability differences across a mixed fleet. Operates via Smartlead API only (no database required).","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"deliverability test public compare reply rates, bounce rates, and positive reply rates broken down by inbox type (smtp / gmail / outlook) for a smartlead account. use when you want to know \"which inbox type delivers best\" or when debugging unexplained deliverability differences across a mixed fleet. operates via smartlead api only (no database required). deliverability-test-public marketing "},{"slug":"disco-like","kind":"skill","name":"Disco like","tagline":"Find lookalike companies via DiscoLike's 65M+ business domain database. Search by seed domains (\"find companies like clay.com and apollo.io\") or natural-language ICP text (\"B2B cold email outreach\"). Supports negation domains (exclude competitors/existing customers) and country filtering. Use when you already know 3-10 reference companies and want hundreds more that look like them. Outputs CSV ready for /blitz-list-builder or the email waterfall.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"disco like find lookalike companies via discolike's 65m+ business domain database. search by seed domains (\"find companies like clay.com and apollo.io\") or natural-language icp text (\"b2b cold email outreach\"). supports negation domains (exclude competitors/existing customers) and country filtering. use when you already know 3-10 reference companies and want hundreds more that look like them. outputs csv ready for /blitz-list-builder or the email waterfall. disco-like uncategorised "},{"slug":"email-deliverability-audit","kind":"skill","name":"Email deliverability audit","tagline":"Diagnostic audit for a running cold email program. Checks domain authentication (SPF/DKIM/DMARC), inbox health/reputation from Smartlead, bounce rate by inbox type, and optionally runs a spam placement test via Smartlead's Smart Delivery API. Outputs markdown report + CSV with per-domain/per-inbox scores and concrete action items. Use when reply rates drop, when bounces spike, when onboarding someone else's account, or as a weekly/monthly health check.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"email deliverability audit diagnostic audit for a running cold email program. checks domain authentication (spf/dkim/dmarc), inbox health/reputation from smartlead, bounce rate by inbox type, and optionally runs a spam placement test via smartlead's smart delivery api. outputs markdown report + csv with per-domain/per-inbox scores and concrete action items. use when reply rates drop, when bounces spike, when onboarding someone else's account, or as a weekly/monthly health check. email-deliverability-audit marketing "},{"slug":"experiment-design-growthenginenowoslawski","kind":"skill","name":"Experiment design","tagline":"Framework for running single-variable cold email experiments. Defines experiment types (list-only, copy-only, combined), confidence weighting, minimum sample sizes, and success criteria. Use when the user wants to improve a campaign, test a new list vs old one, or compare copy variants. Prevents the #1 learning-loop mistake — changing list + copy + offer at once and losing all signal.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"experiment design framework for running single-variable cold email experiments. defines experiment types (list-only, copy-only, combined), confidence weighting, minimum sample sizes, and success criteria. use when the user wants to improve a campaign, test a new list vs old one, or compare copy variants. prevents the #1 learning-loop mistake — changing list + copy + offer at once and losing all signal. experiment-design-growthenginenowoslawski marketing "},{"slug":"google-maps-list-builder","kind":"skill","name":"Google maps list builder","tagline":"Scrape Google Maps for local businesses by category and location, output CSV ready for cold email enrichment. Best for SMB campaigns targeting restaurants, clinics, gyms, salons, contractors, etc. Uses RapidAPI Maps Data API. Output feeds directly into /blitz-list-builder (to find owner contacts) or /email-waterfall (if you have names already).","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"google maps list builder scrape google maps for local businesses by category and location, output csv ready for cold email enrichment. best for smb campaigns targeting restaurants, clinics, gyms, salons, contractors, etc. uses rapidapi maps data api. output feeds directly into /blitz-list-builder (to find owner contacts) or /email-waterfall (if you have names already). google-maps-list-builder coding "},{"slug":"icp-onboarding","kind":"skill","name":"Icp onboarding","tagline":"Conversational intake for cold email campaigns. Interviews the user about their business, ICP (Ideal Customer Profile), offer, lead magnets, and hard vs soft filters. Outputs a structured `client-profile.yaml` that every other skill in the repo reads from. Use at the very start of a new campaign or when onboarding a new business. Triggers on \"onboard me\", \"set up my ICP\", \"new client\", \"new business intake\", \"help me define my ICP\".","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"icp onboarding conversational intake for cold email campaigns. interviews the user about their business, icp (ideal customer profile), offer, lead magnets, and hard vs soft filters. outputs a structured `client-profile.yaml` that every other skill in the repo reads from. use at the very start of a new campaign or when onboarding a new business. triggers on \"onboard me\", \"set up my icp\", \"new client\", \"new business intake\", \"help me define my icp\". icp-onboarding sales & ecommerce "},{"slug":"icp-prompt-builder","kind":"skill","name":"Icp prompt builder","tagline":"Interactive loop that builds and tunes an AI prompt for evaluating whether a company fits a client's ICP. Run after any list-building skill (disco-like, blitz-list-builder, google-maps-list-builder, prospeo-full-export) to qualify companies before scaling. Iterates batches of 10 companies with user feedback, stops when 2 consecutive rounds have zero corrections, saves the final prompt for reuse. Always uses Claude Code Task sub-agents — never an external API key.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"icp prompt builder interactive loop that builds and tunes an ai prompt for evaluating whether a company fits a client's icp. run after any list-building skill (disco-like, blitz-list-builder, google-maps-list-builder, prospeo-full-export) to qualify companies before scaling. iterates batches of 10 companies with user feedback, stops when 2 consecutive rounds have zero corrections, saves the final prompt for reuse. always uses claude code task sub-agents — never an external api key. icp-prompt-builder sales & ecommerce "},{"slug":"inbox-lifecycle-manager","kind":"skill","name":"Inbox lifecycle manager","tagline":"The weekly keep/cancel/promote/buy loop for a cold email sending fleet. Decides which domains are burned and should be cancelled, which warmed reserves to promote into campaigns, which capacity to demote, and how many new domains to buy — using measured reply, bounce, age and send-volume floors instead of gut feel. Use when asked \"which inboxes should I cancel\", \"what should I replace this week\", \"my fleet costs too much\", \"I'm under my send goal\", or as the Friday hygiene routine.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"inbox lifecycle manager the weekly keep/cancel/promote/buy loop for a cold email sending fleet. decides which domains are burned and should be cancelled, which warmed reserves to promote into campaigns, which capacity to demote, and how many new domains to buy — using measured reply, bounce, age and send-volume floors instead of gut feel. use when asked \"which inboxes should i cancel\", \"what should i replace this week\", \"my fleet costs too much\", \"i'm under my send goal\", or as the friday hygiene routine. inbox-lifecycle-manager business & ops "},{"slug":"list-builder","kind":"skill","name":"List builder","tagline":"META skill — build the largest possible qualified lead list for any request, end to end. Orchestrates discovery (Prospeo + GetLeads + Blitz + Google Maps + lookalike snowball from /list-expander), AI qualification with live-website verify, uncapped contact pull (GetLeads → Blitz → Prospeo), and provider emails (GetLeads/Blitz/Prospeo) validated with MillionVerifier before sending. Use for any \"build me a list\", \"get me leads for X\", \"find everyone who...\", client list request, or campaign list build. Starts with a 7-line intake brief; outputs to Postgres, Google Sheet, and/or CSV (asks which).","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"list builder meta skill — build the largest possible qualified lead list for any request, end to end. orchestrates discovery (prospeo + getleads + blitz + google maps + lookalike snowball from /list-expander), ai qualification with live-website verify, uncapped contact pull (getleads → blitz → prospeo), and provider emails (getleads/blitz/prospeo) validated with millionverifier before sending. use for any \"build me a list\", \"get me leads for x\", \"find everyone who...\", client list request, or campaign list build. starts with a 7-line intake brief; outputs to postgres, google sheet, and/or csv (asks which). list-builder uncategorised "},{"slug":"list-expander","kind":"skill","name":"List expander","tagline":"Expand a hard-to-build niche list from ~10 known-good seed companies into a full qualified TAM. Seed fingerprinting (how do good-fit companies ACTUALLY show up in the company database's filters) → lookalike generation (Prospeo company_lookalike, Exa findSimilar, Parallel.ai entity search) → filter mining with a precision/volume scorecard → wide pull with auto-sharding → cheap-AI qualification → live-website verification → client transparency report. Use when a vertical list feels \"too small\" (medical groups, hedge funds, Medicare brokerages), when known good-fit companies don't show up in keyword searches, or when someone says \"expand this list\", \"the TAM should be bigger\", \"find more companies like these\".","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"list expander expand a hard-to-build niche list from ~10 known-good seed companies into a full qualified tam. seed fingerprinting (how do good-fit companies actually show up in the company database's filters) → lookalike generation (prospeo company_lookalike, exa findsimilar, parallel.ai entity search) → filter mining with a precision/volume scorecard → wide pull with auto-sharding → cheap-ai qualification → live-website verification → client transparency report. use when a vertical list feels \"too small\" (medical groups, hedge funds, medicare brokerages), when known good-fit companies don't show up in keyword searches, or when someone says \"expand this list\", \"the tam should be bigger\", \"find more companies like these\". list-expander business & ops "},{"slug":"list-quality-scorecard","kind":"skill","name":"List quality scorecard","tagline":"Pre-send quality scorecard for any lead list. Grades duplicate rate, title diversity, bad-title patterns, catch-all domain density, ICP fit, email verification coverage. Outputs a letter grade + action items BEFORE you send. Catches bad lists before they burn inboxes. Run after email enrichment, before Smartlead upload.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"list quality scorecard pre-send quality scorecard for any lead list. grades duplicate rate, title diversity, bad-title patterns, catch-all domain density, icp fit, email verification coverage. outputs a letter grade + action items before you send. catches bad lists before they burn inboxes. run after email enrichment, before smartlead upload. list-quality-scorecard sales & ecommerce "},{"slug":"perfect-company-list","kind":"skill","name":"Perfect company list","tagline":"Build a near-complete company list for any ICP by learning how your real customers label themselves, pulling every industry and keyword they use, judging every single row with a cheap AI model (Jev or gpt-5-nano), and running a Claygent lookalike loop until it runs dry. The method from the SCULPT 2026 talk \"Build the perfect company list\". Use when a database filter feels too narrow or too noisy, when someone says \"find every company like our customers\", \"our TAM looks too small\", or \"why is this list full of junk\".","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"perfect company list build a near-complete company list for any icp by learning how your real customers label themselves, pulling every industry and keyword they use, judging every single row with a cheap ai model (jev or gpt-5-nano), and running a claygent lookalike loop until it runs dry. the method from the sculpt 2026 talk \"build the perfect company list\". use when a database filter feels too narrow or too noisy, when someone says \"find every company like our customers\", \"our tam looks too small\", or \"why is this list full of junk\". perfect-company-list uncategorised "},{"slug":"personalization-subagent-pattern","kind":"skill","name":"Personalization subagent pattern","tagline":"Reusable approval-loop pattern for fanning out lead personalization across parallel Claude Code Task sub-agents. Shows the user 1 sample personalization, collects feedback, runs 10 more, approves, runs 10 more — stops when 2 consecutive rounds have zero edits, then scales to the full list. ALWAYS uses Claude Code Task tool sub-agents — never an external Anthropic/OpenAI API key. Use when any skill needs per-lead custom variables (situation lines, value lines, CTAs).","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"personalization subagent pattern reusable approval-loop pattern for fanning out lead personalization across parallel claude code task sub-agents. shows the user 1 sample personalization, collects feedback, runs 10 more, approves, runs 10 more — stops when 2 consecutive rounds have zero edits, then scales to the full list. always uses claude code task tool sub-agents — never an external anthropic/openai api key. use when any skill needs per-lead custom variables (situation lines, value lines, ctas). personalization-subagent-pattern marketing "},{"slug":"playbook-case-study-page","kind":"skill","name":"Playbook case study page","tagline":"Finds a prospect company's own case-study or customer-stories page and pulls one named customer off it, so email 1 can open with \"saw your work with Intercom\". Triggers on \"case study\", \"customer stories\", \"who are their clients\", \"saw your work with X\", \"name-drop one of their customers\", \"logos on their site\". Outputs case_study_line, a short clause that finishes the sentence \"Saw ...\".","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"playbook case study page finds a prospect company's own case-study or customer-stories page and pulls one named customer off it, so email 1 can open with \"saw your work with intercom\". triggers on \"case study\", \"customer stories\", \"who are their clients\", \"saw your work with x\", \"name-drop one of their customers\", \"logos on their site\". outputs case_study_line, a short clause that finishes the sentence \"saw ...\". playbook-case-study-page sales & ecommerce "},{"slug":"playbook-company-name-cleaning","kind":"skill","name":"Playbook company name cleaning","tagline":"Turns the raw company-name string on a lead row into the short human form a person would say out loud, so it can be dropped into email copy. Triggers on \"clean these company names\", \"company name variable\", \"strip the LLC and Inc\", \"the company names look robotic\", \"normalize company names for the campaign\". Outputs company_clean, one short string per row.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"playbook company name cleaning turns the raw company-name string on a lead row into the short human form a person would say out loud, so it can be dropped into email copy. triggers on \"clean these company names\", \"company name variable\", \"strip the llc and inc\", \"the company names look robotic\", \"normalize company names for the campaign\". outputs company_clean, one short string per row. playbook-company-name-cleaning uncategorised "},{"slug":"playbook-creative-ideas","kind":"skill","name":"Playbook creative ideas","tagline":"The 3-bullet creative ideas email. Produces three per-company bullets that each sit in a slot the operator defined up front, so the model fills in the company detail and never invents a new idea. Triggers on \"creative ideas campaign\", \"three ideas email\", \"I had a few ideas for you\", \"3 bullets\", \"use cases for their business\", \"what could they build with us\". Outputs creative_idea_1, creative_idea_2, creative_idea_3 plus a rendered bullet block.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"playbook creative ideas the 3-bullet creative ideas email. produces three per-company bullets that each sit in a slot the operator defined up front, so the model fills in the company detail and never invents a new idea. triggers on \"creative ideas campaign\", \"three ideas email\", \"i had a few ideas for you\", \"3 bullets\", \"use cases for their business\", \"what could they build with us\". outputs creative_idea_1, creative_idea_2, creative_idea_3 plus a rendered bullet block. playbook-creative-ideas uncategorised "},{"slug":"playbook-first-name-cleaning","kind":"skill","name":"Playbook first name cleaning","tagline":"Turns the raw first-name field on a lead row into the name a person would actually be greeted by, so it can open an email. Triggers on \"clean these first names\", \"first name variable\", \"the greeting says Hi DR MATTHEW\", \"strip the titles off the names\", \"some rows have the whole name in the first-name column\", \"normalize first names for the campaign\". Outputs first_name_clean, one short string per row.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"playbook first name cleaning turns the raw first-name field on a lead row into the name a person would actually be greeted by, so it can open an email. triggers on \"clean these first names\", \"first name variable\", \"the greeting says hi dr matthew\", \"strip the titles off the names\", \"some rows have the whole name in the first-name column\", \"normalize first names for the campaign\". outputs first_name_clean, one short string per row. playbook-first-name-cleaning uncategorised "},{"slug":"playbook-fundraising","kind":"skill","name":"Playbook fundraising","tagline":"Produces a copy-ready sentence about a company's funding round, and the list-building filters that select companies which have ever raised or raised recently. Triggers on \"raised a round\", \"recently funded\", \"companies that raised\", \"Series A list\", \"VC backed\", \"post funding outreach\", \"who just raised\". Outputs funding_line, a COMPLETE sentence including the leading \"Saw\" and the trailing period, so an empty value renders as nothing at all.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"playbook fundraising produces a copy-ready sentence about a company's funding round, and the list-building filters that select companies which have ever raised or raised recently. triggers on \"raised a round\", \"recently funded\", \"companies that raised\", \"series a list\", \"vc backed\", \"post funding outreach\", \"who just raised\". outputs funding_line, a complete sentence including the leading \"saw\" and the trailing period, so an empty value renders as nothing at all. playbook-fundraising uncategorised "},{"slug":"playbook-google-site-search","kind":"skill","name":"Playbook google site search","tagline":"Checks whether a company's own website mentions a specific keyword, using one simple Google site: query per keyword through a SERP API, and turns the hit into a copy-ready line. Triggers on \"does their site mention X\", \"site: search\", \"find companies whose website says X\", \"filter this list by a keyword on their site\", \"check if they talk about X\", \"google search enrichment\". Outputs site_keyword_hit plus a one-clause personalization line with an evidence URL.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"playbook google site search checks whether a company's own website mentions a specific keyword, using one simple google site: query per keyword through a serp api, and turns the hit into a copy-ready line. triggers on \"does their site mention x\", \"site: search\", \"find companies whose website says x\", \"filter this list by a keyword on their site\", \"check if they talk about x\", \"google search enrichment\". outputs site_keyword_hit plus a one-clause personalization line with an evidence url. playbook-google-site-search uncategorised "},{"slug":"playbook-hiring-surge","kind":"skill","name":"Playbook hiring surge","tagline":"Produces a copy-ready clause about a company adding people to one specific department in the last 6 months, plus the department-level headcount counts that drive the segment gate. Triggers on \"they're hiring\", \"hiring surge\", \"growing their sales team\", \"scaling the team\", \"headcount growth\", \"who added SDRs\", \"companies that just built a marketing team\". Outputs hiring_surge_line, a lowercase second-person clause that completes \"Noticed <line>.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"people","deptName":"People & hiring","task":"people/hire","taskName":"Hiring","hay":"playbook hiring surge produces a copy-ready clause about a company adding people to one specific department in the last 6 months, plus the department-level headcount counts that drive the segment gate. triggers on \"they're hiring\", \"hiring surge\", \"growing their sales team\", \"scaling the team\", \"headcount growth\", \"who added sdrs\", \"companies that just built a marketing team\". outputs hiring_surge_line, a lowercase second-person clause that completes \"noticed <line>. playbook-hiring-surge business & ops "},{"slug":"playbook-job-posting-language","kind":"skill","name":"Playbook job posting language","tagline":"Produces a copy-ready clause about a role a company is currently hiring for, filtered by language the client cares about (for example \"cold call\", \"outbound prospecting\", \"Salesforce\"). Triggers on \"they're hiring\", \"job posting language\", \"who is hiring SDRs\", \"companies hiring for X\", \"find the hiring signal\", \"what roles are they hiring for\", \"job description mentions\". Outputs job_posting_line_safe, one lowercase clause that slots into \"Saw {{job_posting_line_safe}}.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"people","deptName":"People & hiring","task":"people/hire","taskName":"Hiring","hay":"playbook job posting language produces a copy-ready clause about a role a company is currently hiring for, filtered by language the client cares about (for example \"cold call\", \"outbound prospecting\", \"salesforce\"). triggers on \"they're hiring\", \"job posting language\", \"who is hiring sdrs\", \"companies hiring for x\", \"find the hiring signal\", \"what roles are they hiring for\", \"job description mentions\". outputs job_posting_line_safe, one lowercase clause that slots into \"saw {{job_posting_line_safe}}. playbook-job-posting-language business & ops "},{"slug":"playbook-lookalikes","kind":"skill","name":"Playbook lookalikes","tagline":"Turns one customer case study into the tightest list of companies that would read that case study and see themselves. Decomposes WHY the case-study company resonates into concrete attributes, translates those attributes into database filters, intersects them with a lookalike anchor, then widens with a model judge. Triggers on \"find more companies like our best customer\", \"who would our case study land with\", \"lookalikes of X\", \"build a list around this case study\", \"companies like our happiest client\", \"expand this list, it is too small\". Outputs a filter set plus one merge field naming which case study to cite.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"playbook lookalikes turns one customer case study into the tightest list of companies that would read that case study and see themselves. decomposes why the case-study company resonates into concrete attributes, translates those attributes into database filters, intersects them with a lookalike anchor, then widens with a model judge. triggers on \"find more companies like our best customer\", \"who would our case study land with\", \"lookalikes of x\", \"build a list around this case study\", \"companies like our happiest client\", \"expand this list, it is too small\". outputs a filter set plus one merge field naming which case study to cite. playbook-lookalikes sales & ecommerce "},{"slug":"playbook-name-to-other-prospects","kind":"skill","name":"Playbook name to other prospects","tagline":"Names 2 other right-fit people at the prospect's own company so an email can ask \"is this you or them?\" without ever naming the person being emailed. Triggers on \"name two other people at the company\", \"who else works there\", \"should I be talking to someone else\", \"colleague name variable\", \"other prospects line\", \"wrong person CTA\". Outputs other_prospects, a ready-to-drop phrase like \"Jeff Barg or Rob Cook\".","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"playbook name to other prospects names 2 other right-fit people at the prospect's own company so an email can ask \"is this you or them?\" without ever naming the person being emailed. triggers on \"name two other people at the company\", \"who else works there\", \"should i be talking to someone else\", \"colleague name variable\", \"other prospects line\", \"wrong person cta\". outputs other_prospects, a ready-to-drop phrase like \"jeff barg or rob cook\". playbook-name-to-other-prospects uncategorised "},{"slug":"playbook-new-in-role","kind":"skill","name":"Playbook new in role","tagline":"Produces a copy-ready clause about someone who recently started or changed into their current job title. Triggers on \"who just started\", \"new in role\", \"recently promoted\", \"new VP of X\", \"job change signal\", \"people who just took the seat\". Outputs new_in_role_line, a lowercase clause that completes \"Saw <line>.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"sales","deptName":"Sales","task":"sales/spot-buying-signals","taskName":"Buying signals","hay":"playbook new in role produces a copy-ready clause about someone who recently started or changed into their current job title. triggers on \"who just started\", \"new in role\", \"recently promoted\", \"new vp of x\", \"job change signal\", \"people who just took the seat\". outputs new_in_role_line, a lowercase clause that completes \"saw <line>. playbook-new-in-role business & ops "},{"slug":"playbook-social-link-finding","kind":"skill","name":"Playbook social link finding","tagline":"Resolve a company domain to its verified official social profile URLs (LinkedIn, X, Facebook, Instagram, YouTube, TikTok). Triggers on \"find their LinkedIn\", \"get the company LinkedIn URL\", \"find their Instagram\", \"we need social handles for this list\", \"which companies have a TikTok\", \"social links for the TAM\". Outputs one canonical profile URL per platform, or an empty string when the company genuinely has no account.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"playbook social link finding resolve a company domain to its verified official social profile urls (linkedin, x, facebook, instagram, youtube, tiktok). triggers on \"find their linkedin\", \"get the company linkedin url\", \"find their instagram\", \"we need social handles for this list\", \"which companies have a tiktok\", \"social links for the tam\". outputs one canonical profile url per platform, or an empty string when the company genuinely has no account. playbook-social-link-finding marketing "},{"slug":"playbook-social-posts","kind":"skill","name":"Playbook social posts","tagline":"Fetches the most recent usable LinkedIn post from a company page OR a person's profile and stores the post content itself, with an optional AI personalization line on top. Triggers on \"what did they post about\", \"recent LinkedIn post\", \"social signal\", \"reference their content\", \"they posted about X\", \"what is this person posting\", \"engage with their content\". Outputs social_post_text (the raw post) plus social_post_url and social_post_days_ago; social_post_line only when the operator asks for one.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"playbook social posts fetches the most recent usable linkedin post from a company page or a person's profile and stores the post content itself, with an optional ai personalization line on top. triggers on \"what did they post about\", \"recent linkedin post\", \"social signal\", \"reference their content\", \"they posted about x\", \"what is this person posting\", \"engage with their content\". outputs social_post_text (the raw post) plus social_post_url and social_post_days_ago; social_post_line only when the operator asks for one. playbook-social-posts creator "},{"slug":"playbook-tech-on-website","kind":"skill","name":"Playbook tech on website","tagline":"Decides which named technologies a company actually runs on its website, verified against the live site. Triggers on \"find companies using Shopify\", \"they're on HubSpot\", \"tech stack targeting\", \"technographics\", \"who uses Klaviyo\", \"companies running WordPress\". Outputs a per-domain verdict (tech_confirmed plus the verified stack and its evidence); the copy-ready clause is OFF by default and runs only when the operator asks for one.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"playbook tech on website decides which named technologies a company actually runs on its website, verified against the live site. triggers on \"find companies using shopify\", \"they're on hubspot\", \"tech stack targeting\", \"technographics\", \"who uses klaviyo\", \"companies running wordpress\". outputs a per-domain verdict (tech_confirmed plus the verified stack and its evidence); the copy-ready clause is off by default and runs only when the operator asks for one. playbook-tech-on-website uncategorised "},{"slug":"playbook-warm-intros","kind":"skill","name":"Playbook warm intros","tagline":"Build prospect lists where the prospect is already one hop from the client, and write the line that says so. Seven members, each with its own source. Current-customer alumni is the priority member - everyone who ever worked at one of the client's customers or case-study companies and has since moved on. Triggers on \"warm intro\", \"who do we know at that account\", \"they used to work at our customer\", \"alumni of our case study company\", \"shared investor angle\", \"who is in the same city as our rep\", \"did they visit our site\". Outputs warm_intro_line plus a per-member evidence column.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"playbook warm intros build prospect lists where the prospect is already one hop from the client, and write the line that says so. seven members, each with its own source. current-customer alumni is the priority member - everyone who ever worked at one of the client's customers or case-study companies and has since moved on. triggers on \"warm intro\", \"who do we know at that account\", \"they used to work at our customer\", \"alumni of our case study company\", \"shared investor angle\", \"who is in the same city as our rep\", \"did they visit our site\". outputs warm_intro_line plus a per-member evidence column. playbook-warm-intros sales & ecommerce "},{"slug":"playbook-ai-specificity","kind":"skill","name":"Playbook: AI Specificity","tagline":"Writes the one sentence that makes a generic offer feel written for this one company. Produces the tail of \"I think we can help you ___\". Triggers on \"specificity line\", \"make it feel specific to them\", \"the specifically sentence\", \"why would they think this is for them\", \"personalize the offer not the intro\". Outputs one lead-level merge field, blank when the company does not fit.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"playbook: ai specificity writes the one sentence that makes a generic offer feel written for this one company. produces the tail of \"i think we can help you ___\". triggers on \"specificity line\", \"make it feel specific to them\", \"the specifically sentence\", \"why would they think this is for them\", \"personalize the offer not the intro\". outputs one lead-level merge field, blank when the company does not fit. playbook-ai-specificity uncategorised "},{"slug":"positive-reply-scoring","kind":"skill","name":"Positive reply scoring","tagline":"Pulls replies from a Smartlead campaign, classifies each as positive/neutral/negative/OOO/bounce/unsubscribe using Claude, and reports the positive reply rate — the north-star metric for cold email. Use when the user wants to know if a campaign is actually working (not just getting replies, but getting the RIGHT replies). Triggers on \"score my replies\", \"how's campaign X doing\", \"positive reply rate\", \"is this campaign working\".","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"positive reply scoring pulls replies from a smartlead campaign, classifies each as positive/neutral/negative/ooo/bounce/unsubscribe using claude, and reports the positive reply rate — the north-star metric for cold email. use when the user wants to know if a campaign is actually working (not just getting replies, but getting the right replies). triggers on \"score my replies\", \"how's campaign x doing\", \"positive reply rate\", \"is this campaign working\". positive-reply-scoring uncategorised "},{"slug":"prospeo-full-export","kind":"skill","name":"Prospeo full export","tagline":"Export your entire Prospeo people search to CSV. Build filters in Prospeo's UI, then use this skill to extract every result via the API — even searches over 25K. Handles pagination, rate limiting, deduplication, and state-by-state splitting automatically. Pair with /icp-prompt-builder on a 50-person sample to tune a qualification prompt BEFORE exporting 25K.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"prospeo full export export your entire prospeo people search to csv. build filters in prospeo's ui, then use this skill to extract every result via the api — even searches over 25k. handles pagination, rate limiting, deduplication, and state-by-state splitting automatically. pair with /icp-prompt-builder on a 50-person sample to tune a qualification prompt before exporting 25k. prospeo-full-export coding "},{"slug":"prospeo-search-api","kind":"skill","name":"Prospeo search API","tagline":"This skill should be used when searching for people/leads using the Prospeo Search Person API. It provides the correct API format, filter types, rate limiting patterns, and state-by-state crawling techniques to overcome the 25K result limit. Use when building lead lists, searching by job title/industry/location, or integrating with Prospeo.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"prospeo search api this skill should be used when searching for people/leads using the prospeo search person api. it provides the correct api format, filter types, rate limiting patterns, and state-by-state crawling techniques to overcome the 25k result limit. use when building lead lists, searching by job title/industry/location, or integrating with prospeo. prospeo-search-api coding "},{"slug":"smartlead-api","kind":"skill","name":"Smartlead API","tagline":"Smartlead API endpoint reference and patterns. Use for any Smartlead campaign, lead, email account, analytics, or inbox operation. Covers auth, rate limiting, and all commonly used endpoints.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"smartlead api smartlead api endpoint reference and patterns. use for any smartlead campaign, lead, email account, analytics, or inbox operation. covers auth, rate limiting, and all commonly used endpoints. smartlead-api coding "},{"slug":"smartlead-inbox-manager","kind":"skill","name":"Smartlead inbox manager","tagline":"Programmatic inbox management for Smartlead. Enable/disable warmup with correct ramp settings, set signatures in bulk, tag inboxes (active vs insurance), and pull inbox health dashboards. Use after creating a new batch of inboxes via /zapmail-domain-setup-public, or when managing an existing Smartlead account at scale. Triggers on \"turn on warmup\", \"set signatures\", \"tag inboxes\", \"inbox health\", \"set up new inboxes\".","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"smartlead inbox manager programmatic inbox management for smartlead. enable/disable warmup with correct ramp settings, set signatures in bulk, tag inboxes (active vs insurance), and pull inbox health dashboards. use after creating a new batch of inboxes via /zapmail-domain-setup-public, or when managing an existing smartlead account at scale. triggers on \"turn on warmup\", \"set signatures\", \"tag inboxes\", \"inbox health\", \"set up new inboxes\". smartlead-inbox-manager uncategorised "},{"slug":"spam-word-checker","kind":"skill","name":"Spam word checker","tagline":"Always-on spam and deliverability guardrails for cold email copy. Apply these rules whenever writing, reviewing, or QA-ing subject lines, openers, follow-ups, CTAs, or any cold outreach copy. Trigger on phrases like \"check this for spam\", \"spam word check\", \"deliverability review\", QA this copy\", \"flag banned words\", \"check subject line\", \"is this safe to send\", \"scan for spam triggers\", or any time cold email copy is being generated or reviewed. Also trigger automatically as a background rule whenever the campaign-copywriting or cold-email-copywriting skill is active -- these guardrails apply to EVERY piece of outbound copy generated, even if the user does not explicitly ask for a check.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"spam word checker always-on spam and deliverability guardrails for cold email copy. apply these rules whenever writing, reviewing, or qa-ing subject lines, openers, follow-ups, ctas, or any cold outreach copy. trigger on phrases like \"check this for spam\", \"spam word check\", \"deliverability review\", qa this copy\", \"flag banned words\", \"check subject line\", \"is this safe to send\", \"scan for spam triggers\", or any time cold email copy is being generated or reviewed. also trigger automatically as a background rule whenever the campaign-copywriting or cold-email-copywriting skill is active -- these guardrails apply to every piece of outbound copy generated, even if the user does not explicitly ask for a check. spam-word-checker marketing "},{"slug":"zapmail-domain-setup-public","kind":"skill","name":"Zapmail domain setup public","tagline":"Public guide: Generate short domain names, check availability, purchase on Dynadot, switch nameservers, set up on Zapmail, create inboxes, and export to your email sending platform. Requires your own Dynadot and Zapmail API keys. Use when someone wants to set up cold email domains end-to-end.","author":"growthenginenowoslawski","license":"MIT","stars":736,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"zapmail domain setup public public guide: generate short domain names, check availability, purchase on dynadot, switch nameservers, set up on zapmail, create inboxes, and export to your email sending platform. requires your own dynadot and zapmail api keys. use when someone wants to set up cold email domains end-to-end. zapmail-domain-setup-public uncategorised "},{"slug":"campaign-copywriting","kind":"skill","name":"Campaign Copywriting Skill","tagline":"Creates cold email copy through a stepwise confirmation process. Use when writing email campaigns, given a campaign strategy document, website, or client context. Confirms direction at each step before outputting final copy.","author":"growthenginenowoslawski","license":"MIT","stars":730,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"campaign copywriting skill creates cold email copy through a stepwise confirmation process. use when writing email campaigns, given a campaign strategy document, website, or client context. confirms direction at each step before outputting final copy. campaign-copywriting marketing "},{"slug":"cold-email-kickoff","kind":"skill","name":"Cold email kickoff","tagline":"Single \"start here\" orchestrator for new cold email operators. Asks infrastructure-status questions first, then runs /icp-onboarding → /lead-magnet-brainstorm → /campaign-strategy in sequence, producing a consolidated campaign-plan.md. Ends with an interactive menu of next skills branched on whether the user already has domains/inboxes. Use as the very first invocation on any new repo checkout or when onboarding someone to cold email from zero.","author":"growthenginenowoslawski","license":"MIT","stars":730,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"cold email kickoff single \"start here\" orchestrator for new cold email operators. asks infrastructure-status questions first, then runs /icp-onboarding → /lead-magnet-brainstorm → /campaign-strategy in sequence, producing a consolidated campaign-plan.md. ends with an interactive menu of next skills branched on whether the user already has domains/inboxes. use as the very first invocation on any new repo checkout or when onboarding someone to cold email from zero. cold-email-kickoff marketing "},{"slug":"cold-email-starter-kit","kind":"skill","name":"Cold email starter kit","tagline":"Complete beginner-friendly cold email toolkit. Walks from zero to launched campaign — domain purchase, inbox setup, list building, copywriting, enrichment, and sending via Smartlead or Instantly. Use when setting up cold email for the first time, launching a new campaign, teaching someone cold email, or when you need an end-to-end guide that bundles strategy, copy, infrastructure, and API references in one place.","author":"growthenginenowoslawski","license":"MIT","stars":730,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"cold email starter kit complete beginner-friendly cold email toolkit. walks from zero to launched campaign — domain purchase, inbox setup, list building, copywriting, enrichment, and sending via smartlead or instantly. use when setting up cold email for the first time, launching a new campaign, teaching someone cold email, or when you need an end-to-end guide that bundles strategy, copy, infrastructure, and api references in one place. cold-email-starter-kit marketing "},{"slug":"cold-email-weekly-rhythm","kind":"skill","name":"Cold email weekly rhythm","tagline":"Operational playbook for running cold email continuously. Prescribes what to do on Monday / Wednesday / Friday / biweekly / monthly / quarterly. Use this as your ongoing cadence once your first campaign is live. What separates hobbyist from top 1% operators isn't tooling — it's consistency. This skill is the schedule.","author":"growthenginenowoslawski","license":"MIT","stars":730,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"cold email weekly rhythm operational playbook for running cold email continuously. prescribes what to do on monday / wednesday / friday / biweekly / monthly / quarterly. use this as your ongoing cadence once your first campaign is live. what separates hobbyist from top 1% operators isn't tooling — it's consistency. this skill is the schedule. cold-email-weekly-rhythm marketing "},{"slug":"lead-magnet-brainstorm","kind":"skill","name":"Lead magnet brainstorm","tagline":"Helps the user come up with free lead magnets or hooks to offer in cold emails. Asks about their business, what they can legally give away, and what would be genuinely valuable to their ICP. Returns 5-10 concrete offer ideas with example CTA phrasings. Use when the user says their campaign \"needs a hook\", \"needs an offer\", \"what can I give away\", or when ICP onboarding flagged a missing lead magnet.","author":"growthenginenowoslawski","license":"MIT","stars":730,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"lead magnet brainstorm helps the user come up with free lead magnets or hooks to offer in cold emails. asks about their business, what they can legally give away, and what would be genuinely valuable to their icp. returns 5-10 concrete offer ideas with example cta phrasings. use when the user says their campaign \"needs a hook\", \"needs an offer\", \"what can i give away\", or when icp onboarding flagged a missing lead magnet. lead-magnet-brainstorm sales & ecommerce "},{"slug":"playbook-linkedin-engagement","kind":"skill","name":"Playbook: LinkedIn Engagement","tagline":"Turn the people who like and comment on a source account's LinkedIn posts (a competitor, or one of the client's own customers) into ICP-filtered prospect rows, with an optional copy-ready personalization line when the campaign asks for one. Triggers on \"who engages with our competitors\", \"likers and commenters\", \"LinkedIn engagement list\", \"people commenting on competitor posts\", \"who engages with our customers' posts\", \"warm LinkedIn audience\", \"competitor engagers\". Outputs one clean prospect row per engager; engagement_line only on request.","author":"growthenginenowoslawski","license":"MIT","stars":730,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"playbook: linkedin engagement turn the people who like and comment on a source account's linkedin posts (a competitor, or one of the client's own customers) into icp-filtered prospect rows, with an optional copy-ready personalization line when the campaign asks for one. triggers on \"who engages with our competitors\", \"likers and commenters\", \"linkedin engagement list\", \"people commenting on competitor posts\", \"who engages with our customers' posts\", \"warm linkedin audience\", \"competitor engagers\". outputs one clean prospect row per engager; engagement_line only on request. playbook-linkedin-engagement sales & ecommerce "},{"slug":"playbook-ad-library","kind":"skill","name":"Playbook: Meta Ad Library","tagline":"Produces a line about what a company is currently advertising on Facebook and Instagram, from the Meta Ad Library. Triggers on \"are they running ads\", \"what are they advertising\", \"meta ad library\", \"facebook ads\", \"pull their ad copy\", \"who is spending on paid social\". Outputs ad_library_line, a lowercase clause that completes \"Noticed <line>.","author":"growthenginenowoslawski","license":"MIT","stars":730,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"playbook: meta ad library produces a line about what a company is currently advertising on facebook and instagram, from the meta ad library. triggers on \"are they running ads\", \"what are they advertising\", \"meta ad library\", \"facebook ads\", \"pull their ad copy\", \"who is spending on paid social\". outputs ad_library_line, a lowercase clause that completes \"noticed <line>. playbook-ad-library marketing "},{"slug":"playbook-pricing-page","kind":"skill","name":"Playbook: Pricing Page","tagline":"Decides whether a company publishes public self-serve pricing and extracts its plan tiers, price points and feature axis. Triggers on \"do they have a pricing page\", \"is their pricing public\", \"filter out enterprise quote-only companies\", \"what do they charge\", \"find their plans\", \"self-serve vs sales-led\". Outputs a structured pricing record per domain. The copy-ready pricing clause is OFF by default and runs only when a campaign brief asks for it.","author":"growthenginenowoslawski","license":"MIT","stars":730,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"playbook: pricing page decides whether a company publishes public self-serve pricing and extracts its plan tiers, price points and feature axis. triggers on \"do they have a pricing page\", \"is their pricing public\", \"filter out enterprise quote-only companies\", \"what do they charge\", \"find their plans\", \"self-serve vs sales-led\". outputs a structured pricing record per domain. the copy-ready pricing clause is off by default and runs only when a campaign brief asks for it. playbook-pricing-page sales & ecommerce "},{"slug":"smartlead-campaign-upload-public","kind":"skill","name":"Smartlead Campaign Upload","tagline":"Upload a CSV of leads + a variants YAML (produced by /campaign-copywriting) to Smartlead as a DRAFT campaign. Handles tag-scoped inbox selection, A/B/C variant assembly, custom field mapping, schedule config, and batch lead upload. ALWAYS creates in DRAFT — you review in Smartlead UI and hit Start manually. Use after /campaign-copywriting, just before the campaign goes live.","author":"growthenginenowoslawski","license":"MIT","stars":730,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"smartlead campaign upload upload a csv of leads + a variants yaml (produced by /campaign-copywriting) to smartlead as a draft campaign. handles tag-scoped inbox selection, a/b/c variant assembly, custom field mapping, schedule config, and batch lead upload. always creates in draft — you review in smartlead ui and hit start manually. use after /campaign-copywriting, just before the campaign goes live. smartlead-campaign-upload-public marketing "},{"slug":"smartlead-spintax","kind":"skill","name":"Smartlead Spintax Skill","tagline":"Adds Smartlead-compatible spintax to cold email sequences for deliverability. Use this skill whenever the user asks to add spintax, spin text, add variations, or improve deliverability of email copy — especially when they mention Smartlead, cold email sequences, or paste HTML email content. Also trigger when the user says \"spintax\", \"spin\", \"variations\", \"deliverability spintax\", or references adding randomized alternatives to email copy. Works with both plain text and HTML input.","author":"growthenginenowoslawski","license":"MIT","stars":730,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"smartlead spintax skill adds smartlead-compatible spintax to cold email sequences for deliverability. use this skill whenever the user asks to add spintax, spin text, add variations, or improve deliverability of email copy — especially when they mention smartlead, cold email sequences, or paste html email content. also trigger when the user says \"spintax\", \"spin\", \"variations\", \"deliverability spintax\", or references adding randomized alternatives to email copy. works with both plain text and html input. smartlead-spintax marketing "},{"slug":"ai-citations-report","kind":"skill","name":"AI citations report","tagline":"Generate an AI Citations Report (GEO) for a domain — which AI-search prompts cite the site across Google AI Overview and ChatGPT, plus organic-traffic context and per-article citation coverage. Use when the user asks for an 'AI citations report', 'GEO citations report', or 'which AI prompts cite <domain>'.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"ai citations report generate an ai citations report (geo) for a domain — which ai-search prompts cite the site across google ai overview and chatgpt, plus organic-traffic context and per-article citation coverage. use when the user asks for an 'ai citations report', 'geo citations report', or 'which ai prompts cite <domain>'. ai-citations-report data & ai "},{"slug":"apollo-outreach","kind":"skill","name":"Apollo outreach","tagline":"Research and enrich B2B leads using the Apollo.io API. Use when the user says \"find leads\", \"prospect research\", \"company enrichment\", \"find decision makers\", \"B2B leads\", \"lead research\", \"enrich contacts\", \"find VP of marketing at\", or asks about finding people at specific companies or in specific roles.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"apollo outreach research and enrich b2b leads using the apollo.io api. use when the user says \"find leads\", \"prospect research\", \"company enrichment\", \"find decision makers\", \"b2b leads\", \"lead research\", \"enrich contacts\", \"find vp of marketing at\", or asks about finding people at specific companies or in specific roles. apollo-outreach sales & ecommerce "},{"slug":"backlink-audit-openclaudia","kind":"skill","name":"Backlink audit","tagline":"Audit a domain's backlink profile using the SemRush API. Use when the user says \"audit backlinks\", \"check my backlinks\", \"backlink analysis\", \"link profile\", \"toxic links\", \"disavow\", \"link building opportunities\", \"referring domains\", \"anchor text\", or asks about a site's link authority.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"backlink audit audit a domain's backlink profile using the semrush api. use when the user says \"audit backlinks\", \"check my backlinks\", \"backlink analysis\", \"link profile\", \"toxic links\", \"disavow\", \"link building opportunities\", \"referring domains\", \"anchor text\", or asks about a site's link authority. backlink-audit-openclaudia marketing "},{"slug":"bluesky","kind":"skill","name":"Bluesky","tagline":"Create and manage content for Bluesky social network. Use when the user says \"Bluesky post\", \"post to Bluesky\", \"Bluesky content\", \"Bluesky strategy\", \"AT Protocol\", or asks about creating content for or engaging on Bluesky.","author":"OpenClaudia","license":"MIT","stars":705,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"bluesky create and manage content for bluesky social network. use when the user says \"bluesky post\", \"post to bluesky\", \"bluesky content\", \"bluesky strategy\", \"at protocol\", or asks about creating content for or engaging on bluesky. bluesky uncategorised "},{"slug":"brand-dev","kind":"skill","name":"Brand dev","tagline":"Fetch brand info (name, description, logos, industry) from brand.dev API and save logos locally. Use when the user asks to look up a brand, fetch a logo, get brand info, or add a company with its logo.","author":"OpenClaudia","license":"MIT","stars":705,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"brand dev fetch brand info (name, description, logos, industry) from brand.dev api and save logos locally. use when the user asks to look up a brand, fetch a logo, get brand info, or add a company with its logo. brand-dev uncategorised "},{"slug":"brand-monitor","kind":"skill","name":"Brand monitor","tagline":"Brand monitoring and mention tracking via the Brand.dev API. Use when asked to monitor brand mentions, track sentiment, find PR opportunities, detect logo usage, or analyze brand presence online. Trigger phrases: \"brand monitoring\", mention tracking\", \"brand sentiment\", \"PR opportunities\", \"logo detection\", brand.dev\", \"brand mentions\", \"media monitoring\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"brand monitor brand monitoring and mention tracking via the brand.dev api. use when asked to monitor brand mentions, track sentiment, find pr opportunities, detect logo usage, or analyze brand presence online. trigger phrases: \"brand monitoring\", mention tracking\", \"brand sentiment\", \"pr opportunities\", \"logo detection\", brand.dev\", \"brand mentions\", \"media monitoring\". brand-monitor coding "},{"slug":"competitor-analysis-openclaudia","kind":"skill","name":"Competitor analysis","tagline":"Conduct full competitor strategy breakdowns across SEO, ads, social, email, pricing, and positioning. Use when the user asks to analyze competitors, benchmark against rivals, understand competitive landscape, find competitor weaknesses, or build a competitive matrix. Trigger phrases include \"competitor analysis\", \"competitive analysis\", \"who are my competitors\", \"competitor research\", \"competitive landscape\", \"benchmark competitors\", \"competitor ads\", \"competitor SEO\", \"competitor pricing\", \"SWOT analysis\", \"competitive matrix\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor analysis conduct full competitor strategy breakdowns across seo, ads, social, email, pricing, and positioning. use when the user asks to analyze competitors, benchmark against rivals, understand competitive landscape, find competitor weaknesses, or build a competitive matrix. trigger phrases include \"competitor analysis\", \"competitive analysis\", \"who are my competitors\", \"competitor research\", \"competitive landscape\", \"benchmark competitors\", \"competitor ads\", \"competitor seo\", \"competitor pricing\", \"swot analysis\", \"competitive matrix\". competitor-analysis-openclaudia business & ops "},{"slug":"competitor-traffic-report","kind":"skill","name":"Competitor traffic report","tagline":"Build an interactive competitive-traffic report for any company and its rivals — monthly visits (SimilarWeb), organic search traffic and Domain Rating (Ahrefs) — as one self-contained HTML page with ranked charts, a three-month trend, a multi-year overlay and a data table. Use when asked to benchmark a product against competitors, size up a market, answer \"how much traffic does X get compared to Y\", build a competitive landscape, or produce a traffic/authority comparison deck or page.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor traffic report build an interactive competitive-traffic report for any company and its rivals — monthly visits (similarweb), organic search traffic and domain rating (ahrefs) — as one self-contained html page with ranked charts, a three-month trend, a multi-year overlay and a data table. use when asked to benchmark a product against competitors, size up a market, answer \"how much traffic does x get compared to y\", build a competitive landscape, or produce a traffic/authority comparison deck or page. competitor-traffic-report business & ops "},{"slug":"content-calendar-openclaudia","kind":"skill","name":"Content calendar","tagline":"Plan and schedule social media and content marketing calendars. Monthly and weekly planning, content mix ratios, theme days, platform-specific timing, and batch creation workflows. Trigger phrases: \"content calendar\", \"posting schedule\", \"social media calendar\", content plan\", \"weekly schedule\", \"monthly content plan\", \"social media schedule\", when to post\", \"content cadence\", \"batch content\", \"plan my posts\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"media","deptName":"Content creator","task":"media/plan-content","taskName":"Content planning","hay":"content calendar plan and schedule social media and content marketing calendars. monthly and weekly planning, content mix ratios, theme days, platform-specific timing, and batch creation workflows. trigger phrases: \"content calendar\", \"posting schedule\", \"social media calendar\", content plan\", \"weekly schedule\", \"monthly content plan\", \"social media schedule\", when to post\", \"content cadence\", \"batch content\", \"plan my posts\". content-calendar-openclaudia creator "},{"slug":"content-gap-analysis-openclaudia","kind":"skill","name":"Content gap analysis","tagline":"Identify content gaps between your site and competitors. Use when the user says \"content gaps\", \"what am I missing\", \"competitor content\", \"content opportunities\", \"topics I should cover\", \"content gap analysis\", or asks about finding topics and keywords their site doesn't cover but competitors do.","author":"OpenClaudia","license":"MIT","stars":705,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"content gap analysis identify content gaps between your site and competitors. use when the user says \"content gaps\", \"what am i missing\", \"competitor content\", \"content opportunities\", \"topics i should cover\", \"content gap analysis\", or asks about finding topics and keywords their site doesn't cover but competitors do. content-gap-analysis-openclaudia uncategorised "},{"slug":"content-repurposing-openclaudia","kind":"skill","name":"Content repurposing","tagline":"Repurpose and atomize content across platforms and formats. Use when the user says \"repurpose this\", \"turn this into\", \"convert blog to\", \"make a thread from\", \"content atomization\", \"repurpose content\", \"turn this article into social posts\", or asks about adapting content from one format to another.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"media","deptName":"Content creator","task":"media/repurpose-content","taskName":"Repurposing","hay":"content repurposing repurpose and atomize content across platforms and formats. use when the user says \"repurpose this\", \"turn this into\", \"convert blog to\", \"make a thread from\", \"content atomization\", \"repurpose content\", \"turn this article into social posts\", or asks about adapting content from one format to another. content-repurposing-openclaudia creator "},{"slug":"content-strategy-openclaudia","kind":"skill","name":"Content strategy","tagline":"Build content strategies, editorial calendars, topic clusters, and content plans. Map content to buyer journey stages and plan distribution. Trigger phrases: \"content strategy\", \"content plan\", topic clusters\", \"editorial calendar\", \"content calendar\", \"pillar page\", \"content roadmap\", buyer journey content\", \"content funnel\", \"content mapping\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"media","deptName":"Content creator","task":"media/plan-content","taskName":"Content planning","hay":"content strategy build content strategies, editorial calendars, topic clusters, and content plans. map content to buyer journey stages and plan distribution. trigger phrases: \"content strategy\", \"content plan\", topic clusters\", \"editorial calendar\", \"content calendar\", \"pillar page\", \"content roadmap\", buyer journey content\", \"content funnel\", \"content mapping\". content-strategy-openclaudia creator "},{"slug":"copy-editing-openclaudia","kind":"skill","name":"Copy editing","tagline":"Line-by-line copy editing and improvement for marketing content. Polish existing copy for clarity, conciseness, impact, and conversion. Trigger phrases: \"edit my copy\", \"improve this copy\", polish this text\", \"copy edit\", \"make this clearer\", \"tighten this up\", \"proofread\", review my copy\", \"make this more persuasive\", \"fix my writing\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"copy editing line-by-line copy editing and improvement for marketing content. polish existing copy for clarity, conciseness, impact, and conversion. trigger phrases: \"edit my copy\", \"improve this copy\", polish this text\", \"copy edit\", \"make this clearer\", \"tighten this up\", \"proofread\", review my copy\", \"make this more persuasive\", \"fix my writing\". copy-editing-openclaudia creator "},{"slug":"copywriting-openclaudia","kind":"skill","name":"copywriting","tagline":"Write marketing copy for any page type: landing pages, product pages, about pages, sales pages, ads, and more. Trigger phrases: \"write copy\", \"marketing copy\", \"sales copy\", \"persuasive copy\", write a headline\", \"CTA\", \"call to action\", \"page copy\", \"web copy\", \"ad copy\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"copywriting write marketing copy for any page type: landing pages, product pages, about pages, sales pages, ads, and more. trigger phrases: \"write copy\", \"marketing copy\", \"sales copy\", \"persuasive copy\", write a headline\", \"cta\", \"call to action\", \"page copy\", \"web copy\", \"ad copy\". copywriting-openclaudia marketing "},{"slug":"demand-gen","kind":"skill","name":"Demand gen","tagline":"Build a demand generation strategy and multi-channel campaigns. Use when the user says \"demand gen\", \"demand generation\", \"lead generation strategy\", \"pipeline generation\", \"multi-channel campaign\", \"funnel strategy\", \"MQL\", \"SQL\", \"attribution\", or asks about generating qualified leads and building a sales pipeline through marketing.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"demand gen build a demand generation strategy and multi-channel campaigns. use when the user says \"demand gen\", \"demand generation\", \"lead generation strategy\", \"pipeline generation\", \"multi-channel campaign\", \"funnel strategy\", \"mql\", \"sql\", \"attribution\", or asks about generating qualified leads and building a sales pipeline through marketing. demand-gen business & ops "},{"slug":"discord-bot","kind":"skill","name":"Discord bot","tagline":"Send messages, embeds, and marketing content to Discord channels via webhooks or bot API. Manage community engagement, announcements, and automated posting. Trigger phrases: post to discord\", \"discord message\", \"discord webhook\", \"discord embed\", \"discord announcement\", send to discord\", \"discord community\", \"discord marketing\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"discord bot send messages, embeds, and marketing content to discord channels via webhooks or bot api. manage community engagement, announcements, and automated posting. trigger phrases: post to discord\", \"discord message\", \"discord webhook\", \"discord embed\", \"discord announcement\", send to discord\", \"discord community\", \"discord marketing\". discord-bot marketing "},{"slug":"domain-research","kind":"skill","name":"Domain research","tagline":"Research domain WHOIS data and check marketplace listings. Use when the user says \"domain lookup\", \"check domain\", \"WHOIS\", \"domain availability\", \"buy domain\", \"domain research\", \"who owns this domain\", \"domain marketplace\", or asks about researching or acquiring a domain name.","author":"OpenClaudia","license":"MIT","stars":705,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"domain research research domain whois data and check marketplace listings. use when the user says \"domain lookup\", \"check domain\", \"whois\", \"domain availability\", \"buy domain\", \"domain research\", \"who owns this domain\", \"domain marketplace\", or asks about researching or acquiring a domain name. domain-research uncategorised "},{"slug":"email-sequence-openclaudia","kind":"skill","name":"Email sequence","tagline":"Create email drip campaigns, nurture sequences, and automated email flows. Includes templates for welcome series, abandoned cart, re-engagement, product launch, and onboarding sequences. Trigger phrases: \"email sequence\", \"drip campaign\", \"nurture sequence\", \"email flow\", welcome series\", \"abandoned cart emails\", \"onboarding emails\", \"email automation\", product launch emails\", \"re-engagement campaign\", \"send email\", \"send sequence\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"email sequence create email drip campaigns, nurture sequences, and automated email flows. includes templates for welcome series, abandoned cart, re-engagement, product launch, and onboarding sequences. trigger phrases: \"email sequence\", \"drip campaign\", \"nurture sequence\", \"email flow\", welcome series\", \"abandoned cart emails\", \"onboarding emails\", \"email automation\", product launch emails\", \"re-engagement campaign\", \"send email\", \"send sequence\". email-sequence-openclaudia marketing "},{"slug":"email-subject-lines-openclaudia","kind":"skill","name":"Email subject lines","tagline":"Generate, evaluate, and A/B test email subject lines for maximum open rates. Includes formulas for curiosity, urgency, personalization, and more. Trigger phrases: \"email subject line\", subject line ideas\", \"email subject\", \"write subject lines\", \"A/B test subject lines\", improve open rates\", \"email open rate\", \"subject line formulas\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"email subject lines generate, evaluate, and a/b test email subject lines for maximum open rates. includes formulas for curiosity, urgency, personalization, and more. trigger phrases: \"email subject line\", subject line ideas\", \"email subject\", \"write subject lines\", \"a/b test subject lines\", improve open rates\", \"email open rate\", \"subject line formulas\". email-subject-lines-openclaudia marketing "},{"slug":"feishu-lark","kind":"skill","name":"Feishu lark","tagline":"Send messages and interactive cards to Feishu (飞书) and Lark channels via webhooks or Bot API. Create rich-text announcements, marketing updates, and team notifications. Trigger phrases: post to feishu\", \"feishu message\", \"lark message\", \"feishu webhook\", \"lark webhook\", send to feishu\", \"send to lark\", \"feishu bot\", \"lark bot\", \"飞书\", \"飞书机器人\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"feishu lark send messages and interactive cards to feishu (飞书) and lark channels via webhooks or bot api. create rich-text announcements, marketing updates, and team notifications. trigger phrases: post to feishu\", \"feishu message\", \"lark message\", \"feishu webhook\", \"lark webhook\", send to feishu\", \"send to lark\", \"feishu bot\", \"lark bot\", \"飞书\", \"飞书机器人\". feishu-lark coding "},{"slug":"generate-image-openclaudia","kind":"skill","name":"Generate image","tagline":"Generate images using AI (OpenAI GPT Image or Stability AI). Use when the user asks to generate an image, create an AI image, make an illustration, or produce artwork from a text prompt.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"media","deptName":"Content creator","task":"media/make-art","taskName":"Illustration & art","hay":"generate image generate images using ai (openai gpt image or stability ai). use when the user asks to generate an image, create an ai image, make an illustration, or produce artwork from a text prompt. generate-image-openclaudia creator "},{"slug":"geo-analysis","kind":"skill","name":"GEO analysis","tagline":"Run a full GEO/SEO client analysis for a domain via the Enception external API — start the analysis, poll its status, and download the PDF report covering AI visibility, market research, and competitors. Use when the user says 'run a client analysis', 'analyze <domain> for GEO', 'GEO analysis for <domain>', or 'check analysis status'.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"geo analysis run a full geo/seo client analysis for a domain via the enception external api — start the analysis, poll its status, and download the pdf report covering ai visibility, market research, and competitors. use when the user says 'run a client analysis', 'analyze <domain> for geo', 'geo analysis for <domain>', or 'check analysis status'. geo-analysis marketing "},{"slug":"geo-difficulty","kind":"skill","name":"GEO difficulty","tagline":"Score how hard a keyword is to rank for in the AI-search era — page-level URL Rating of real competitors (not just domain DR), Ahrefs keyword difficulty, and whether a given site already ranks or is cited in Google's AI Overview. Use when the user asks 'how hard is <keyword> to rank', 'geo difficulty for <keyword>', or 'keyword difficulty for <domain>'.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"geo difficulty score how hard a keyword is to rank for in the ai-search era — page-level url rating of real competitors (not just domain dr), ahrefs keyword difficulty, and whether a given site already ranks or is cited in google's ai overview. use when the user asks 'how hard is <keyword> to rank', 'geo difficulty for <keyword>', or 'keyword difficulty for <domain>'. geo-difficulty marketing "},{"slug":"geo-query-finder","kind":"skill","name":"GEO query finder","tagline":"Find which ChatGPT search queries mention a given brand. Tests long-tail queries against ChatGPT's web-search-enabled model and reports which ones surface the brand. Use when the user asks to \"find queries for [brand]\", check GEO visibility\", \"which queries mention [brand]\", \"geo query finder\", find AI mentions\", or \"test ChatGPT queries for [brand]\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/get-cited-by-ai","taskName":"AI search (AEO)","hay":"geo query finder find which chatgpt search queries mention a given brand. tests long-tail queries against chatgpt's web-search-enabled model and reports which ones surface the brand. use when the user asks to \"find queries for [brand]\", check geo visibility\", \"which queries mention [brand]\", \"geo query finder\", find ai mentions\", or \"test chatgpt queries for [brand]\". geo-query-finder marketing "},{"slug":"github-stars","kind":"skill","name":"Github stars","tagline":"Show a GitHub repo's star growth as CLI charts — by day and by hour, in any timezone. Use when the user asks to \"check GitHub stars\", \"stars by hour/day for <repo>\", \"star growth\", \"how many stars did <repo> get today\", or shares a repo name and wants its starring activity over time.","author":"OpenClaudia","license":"MIT","stars":705,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"github stars show a github repo's star growth as cli charts — by day and by hour, in any timezone. use when the user asks to \"check github stars\", \"stars by hour/day for <repo>\", \"star growth\", \"how many stars did <repo> get today\", or shares a repo name and wants its starring activity over time. github-stars uncategorised "},{"slug":"glasser-research","kind":"skill","name":"Glasser research","tagline":"Use Glasser to retrieve live marketing data through one prepaid account when a task needs SERPs, keyword metrics, ad libraries, community posts, company data, or another external API and no suitable free source or existing integration is available. Prefer the user's own integrations; Glasser fills data gaps and every run has a disclosed cost.","author":"OpenClaudia","license":"MIT","stars":705,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"glasser research use glasser to retrieve live marketing data through one prepaid account when a task needs serps, keyword metrics, ad libraries, community posts, company data, or another external api and no suitable free source or existing integration is available. prefer the user's own integrations; glasser fills data gaps and every run has a disclosed cost. glasser-research uncategorised "},{"slug":"google-ads-report","kind":"skill","name":"Google ads report","tagline":"Pull Google Ads performance data and generate reports. Use when asked about ad campaign performance, keyword costs, quality scores, ROAS, conversion tracking, or ad spend analysis. Trigger phrases: \"google ads\", \"adwords\", campaign performance\", \"ad spend\", \"quality score\", \"CPC report\", ROAS\", \"ad conversion\", \"keyword performance\", \"google ads report\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/run-search-ads","taskName":"Search ads","hay":"google ads report pull google ads performance data and generate reports. use when asked about ad campaign performance, keyword costs, quality scores, roas, conversion tracking, or ad spend analysis. trigger phrases: \"google ads\", \"adwords\", campaign performance\", \"ad spend\", \"quality score\", \"cpc report\", roas\", \"ad conversion\", \"keyword performance\", \"google ads report\". google-ads-report marketing "},{"slug":"google-analytics-openclaudia","kind":"skill","name":"Google analytics","tagline":"Pull GA4 reports, traffic data, and insights from the Google Analytics Data API. Use when asked about website traffic, user behavior, acquisition channels, conversions, or audience segments. Trigger phrases: \"google analytics\", \"GA4\", traffic report\", \"analytics data\", \"user acquisition\", \"engagement metrics\", conversion tracking\", \"audience segments\", \"page views\", \"sessions\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/measure-marketing","taskName":"Attribution","hay":"google analytics pull ga4 reports, traffic data, and insights from the google analytics data api. use when asked about website traffic, user behavior, acquisition channels, conversions, or audience segments. trigger phrases: \"google analytics\", \"ga4\", traffic report\", \"analytics data\", \"user acquisition\", \"engagement metrics\", conversion tracking\", \"audience segments\", \"page views\", \"sessions\". google-analytics-openclaudia marketing "},{"slug":"google-reviews","kind":"skill","name":"Google reviews","tagline":"Fetch Google review ratings and review counts for businesses via DataForSEO API. Use when the user asks to check Google reviews, get review counts, compare business ratings, audit Google Maps presence, or analyze competitor reviews.","author":"OpenClaudia","license":"MIT","stars":705,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"google reviews fetch google review ratings and review counts for businesses via dataforseo api. use when the user asks to check google reviews, get review counts, compare business ratings, audit google maps presence, or analyze competitor reviews. google-reviews uncategorised "},{"slug":"growth-strategy-openclaudia","kind":"skill","name":"Growth strategy","tagline":"Build a growth strategy with frameworks, metrics, and experimentation. Use when the user says \"growth strategy\", \"growth plan\", \"AARRR\", \"growth loops\", \"North Star Metric\", \"growth model\", \"activation rate\", \"retention strategy\", \"churn reduction\", \"growth experiments\", or asks about overall growth frameworks and metrics for their product.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"growth strategy build a growth strategy with frameworks, metrics, and experimentation. use when the user says \"growth strategy\", \"growth plan\", \"aarrr\", \"growth loops\", \"north star metric\", \"growth model\", \"activation rate\", \"retention strategy\", \"churn reduction\", \"growth experiments\", or asks about overall growth frameworks and metrics for their product. growth-strategy-openclaudia business & ops "},{"slug":"gsc-portfolio-audit","kind":"skill","name":"Gsc portfolio audit","tagline":"Audit EVERY Google Search Console property at once — rank all sites by clicks and impressions with period-over-period deltas, then diff keywords per site to surface what is newly ranking, rising, dropping, lost, or ranking well without earning clicks. Built for agencies and multi-site owners. Use when asked to compare all sites, rank properties by traffic, find new keywords across a portfolio, or spot which site is down. Trigger phrases: \"audit GSC\", \"all my sites\", \"rank my properties\", \"portfolio search performance\", \"which sites are down\", \"what new keywords are we ranking for\", client site performance\", \"GSC report across accounts\". For ONE site's queries, pages, or index coverage, use the search-console skill instead.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"finance","deptName":"Finance","task":"finance/trade-model","taskName":"Trading models","hay":"gsc portfolio audit audit every google search console property at once — rank all sites by clicks and impressions with period-over-period deltas, then diff keywords per site to surface what is newly ranking, rising, dropping, lost, or ranking well without earning clicks. built for agencies and multi-site owners. use when asked to compare all sites, rank properties by traffic, find new keywords across a portfolio, or spot which site is down. trigger phrases: \"audit gsc\", \"all my sites\", \"rank my properties\", \"portfolio search performance\", \"which sites are down\", \"what new keywords are we ranking for\", client site performance\", \"gsc report across accounts\". for one site's queries, pages, or index coverage, use the search-console skill instead. gsc-portfolio-audit business & ops "},{"slug":"hubspot","kind":"skill","name":"Hubspot","tagline":"Manage HubSpot CRM contacts, companies, deals, and CMS content via API. Use when the user says \"add contact to HubSpot\", \"create deal\", \"search CRM\", \"HubSpot contacts\", \"update deal stage\", \"CRM report\", \"HubSpot pages\", or asks about managing their sales pipeline, CRM data, or HubSpot content.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"hubspot manage hubspot crm contacts, companies, deals, and cms content via api. use when the user says \"add contact to hubspot\", \"create deal\", \"search crm\", \"hubspot contacts\", \"update deal stage\", \"crm report\", \"hubspot pages\", or asks about managing their sales pipeline, crm data, or hubspot content. hubspot sales & ecommerce "},{"slug":"i18n","kind":"skill","name":"I18n","tagline":"Add full internationalization (i18n) to a Next.js project using next-intl. Supports 14+ languages, SEO-friendly locale routing, hreflang sitemaps, and bulk translation. Use when the user asks to \"internationalize\", \"add i18n\", \"add translations\", \"multi-language\", \"localize\", \"add language support\", or \"translate my site\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"i18n add full internationalization (i18n) to a next.js project using next-intl. supports 14+ languages, seo-friendly locale routing, hreflang sitemaps, and bulk translation. use when the user asks to \"internationalize\", \"add i18n\", \"add translations\", \"multi-language\", \"localize\", \"add language support\", or \"translate my site\". i18n marketing "},{"slug":"icp-builder-openclaudia","kind":"skill","name":"Icp builder","tagline":"Define ideal customer profiles and buyer personas with structured frameworks. Use when the user asks about ideal customer profile, ICP, buyer persona, target audience definition, customer segmentation, customer research, user interviews, or persona creation. Trigger phrases include \"ideal customer profile\", \"ICP\", \"buyer persona\", \"who is my customer\", \"target audience\", \"customer profile\", \"persona\", \"customer segmentation\", \"user research\", \"customer interview\", \"who should I target\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"icp builder define ideal customer profiles and buyer personas with structured frameworks. use when the user asks about ideal customer profile, icp, buyer persona, target audience definition, customer segmentation, customer research, user interviews, or persona creation. trigger phrases include \"ideal customer profile\", \"icp\", \"buyer persona\", \"who is my customer\", \"target audience\", \"customer profile\", \"persona\", \"customer segmentation\", \"user research\", \"customer interview\", \"who should i target\". icp-builder-openclaudia business & ops "},{"slug":"keyword-research-openclaudia","kind":"skill","name":"Keyword research","tagline":"Perform keyword research using the SemRush API. Use when the user says \"find keywords\", \"keyword research\", \"what should I rank for\", \"keyword ideas\", \"search volume\", \"keyword difficulty\", \"topic clusters\", \"content gaps\", or asks about SEO keywords for a topic or niche.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"keyword research perform keyword research using the semrush api. use when the user says \"find keywords\", \"keyword research\", \"what should i rank for\", \"keyword ideas\", \"search volume\", \"keyword difficulty\", \"topic clusters\", \"content gaps\", or asks about seo keywords for a topic or niche. keyword-research-openclaudia marketing "},{"slug":"launch-strategy-openclaudia","kind":"skill","name":"Launch strategy","tagline":"Plan and execute product launches with week-by-week timelines and channel-specific playbooks. Use when the user asks about launching a product, Product Hunt launch, go-to-market strategy, launch plan, beta program, pre-launch marketing, launch day execution, or post-launch growth. Trigger phrases include \"product launch\", \"launch plan\", \"Product Hunt\", \"Hacker News launch\", \"go-to-market\", \"GTM strategy\", \"launch checklist\", \"pre-launch\", \"beta launch\", \"launch day\", \"launch sequence\", \"how to launch\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"launch strategy plan and execute product launches with week-by-week timelines and channel-specific playbooks. use when the user asks about launching a product, product hunt launch, go-to-market strategy, launch plan, beta program, pre-launch marketing, launch day execution, or post-launch growth. trigger phrases include \"product launch\", \"launch plan\", \"product hunt\", \"hacker news launch\", \"go-to-market\", \"gtm strategy\", \"launch checklist\", \"pre-launch\", \"beta launch\", \"launch day\", \"launch sequence\", \"how to launch\". launch-strategy-openclaudia business & ops "},{"slug":"lead-magnet-openclaudia","kind":"skill","name":"Lead magnet","tagline":"Create lead magnets and gated content to capture email subscribers and leads. Use when asked to design checklists, templates, calculators, mini-courses, whitepapers, or other downloadable content offers. Trigger phrases: \"lead magnet\", gated content\", \"email capture\", \"content offer\", \"free download\", \"checklist\", template\", \"whitepaper\", \"swipe file\", \"content upgrade\", \"opt-in offer\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"lead magnet create lead magnets and gated content to capture email subscribers and leads. use when asked to design checklists, templates, calculators, mini-courses, whitepapers, or other downloadable content offers. trigger phrases: \"lead magnet\", gated content\", \"email capture\", \"content offer\", \"free download\", \"checklist\", template\", \"whitepaper\", \"swipe file\", \"content upgrade\", \"opt-in offer\". lead-magnet-openclaudia sales & ecommerce "},{"slug":"linkedin-ads-openclaudia","kind":"skill","name":"Linkedin ads","tagline":"Create LinkedIn ad campaigns, write sponsored content, define professional audiences, and plan B2B advertising budgets. Use when the user asks about LinkedIn Ads, sponsored content, LinkedIn Campaign Manager, InMail ads, lead gen forms, B2B advertising, professional targeting, or LinkedIn retargeting. Trigger phrases include \"LinkedIn Ads\", \"LinkedIn campaign\", \"sponsored content\", \"InMail ad\", \"LinkedIn lead gen\", \"B2B ads\", \"LinkedIn retargeting\", \"LinkedIn audience\", \"LinkedIn ad copy\", \"LinkedIn Campaign Manager\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"linkedin ads create linkedin ad campaigns, write sponsored content, define professional audiences, and plan b2b advertising budgets. use when the user asks about linkedin ads, sponsored content, linkedin campaign manager, inmail ads, lead gen forms, b2b advertising, professional targeting, or linkedin retargeting. trigger phrases include \"linkedin ads\", \"linkedin campaign\", \"sponsored content\", \"inmail ad\", \"linkedin lead gen\", \"b2b ads\", \"linkedin retargeting\", \"linkedin audience\", \"linkedin ad copy\", \"linkedin campaign manager\". linkedin-ads-openclaudia marketing "},{"slug":"linkedin-content-openclaudia","kind":"skill","name":"Linkedin content","tagline":"Create high-performing LinkedIn posts and content strategy. Use when the user says \"LinkedIn post\", \"write for LinkedIn\", \"LinkedIn content\", \"LinkedIn strategy\", \"LinkedIn hook\", \"professional post\", \"thought leadership post\", or asks about creating content specifically for LinkedIn.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"linkedin content create high-performing linkedin posts and content strategy. use when the user says \"linkedin post\", \"write for linkedin\", \"linkedin content\", \"linkedin strategy\", \"linkedin hook\", \"professional post\", \"thought leadership post\", or asks about creating content specifically for linkedin. linkedin-content-openclaudia marketing "},{"slug":"marketing-ideas-openclaudia","kind":"skill","name":"Marketing ideas","tagline":"139 proven marketing ideas organized by category with implementation guidance. Use when asked for marketing ideas, growth strategies, campaign brainstorms, or \"what should I do to grow.\" Trigger phrases: \"marketing ideas\", \"growth ideas\", how to grow\", \"marketing strategies\", \"campaign ideas\", \"promote my product\", marketing brainstorm\", \"growth tactics\", \"what should I try\", \"marketing playbook\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/plan-marketing","taskName":"Marketing strategy","hay":"marketing ideas 139 proven marketing ideas organized by category with implementation guidance. use when asked for marketing ideas, growth strategies, campaign brainstorms, or \"what should i do to grow.\" trigger phrases: \"marketing ideas\", \"growth ideas\", how to grow\", \"marketing strategies\", \"campaign ideas\", \"promote my product\", marketing brainstorm\", \"growth tactics\", \"what should i try\", \"marketing playbook\". marketing-ideas-openclaudia marketing "},{"slug":"marketing-slides","kind":"skill","name":"Marketing slides","tagline":"Create marketing slides, pitch decks, sales decks, and product presentations. Use when the user says \"create slides\", \"marketing slides\", \"pitch deck\", \"sales deck\", \"make a presentation\", \"slide deck\", \"product deck\", \"webinar slides\", or wants any deck-shaped marketing asset.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"marketing slides create marketing slides, pitch decks, sales decks, and product presentations. use when the user says \"create slides\", \"marketing slides\", \"pitch deck\", \"sales deck\", \"make a presentation\", \"slide deck\", \"product deck\", \"webinar slides\", or wants any deck-shaped marketing asset. marketing-slides design & ui "},{"slug":"newsletter-openclaudia","kind":"skill","name":"newsletter","tagline":"Plan and grow an email newsletter. Use when the user says \"newsletter strategy\", \"grow my newsletter\", \"newsletter content\", \"email newsletter\", \"subscriber growth\", \"newsletter monetization\", \"Substack strategy\", \"Beehiiv\", or asks about building, growing, or monetizing a newsletter.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"media","deptName":"Content creator","task":"media/make-podcast","taskName":"Podcast & newsletter","hay":"newsletter plan and grow an email newsletter. use when the user says \"newsletter strategy\", \"grow my newsletter\", \"newsletter content\", \"email newsletter\", \"subscriber growth\", \"newsletter monetization\", \"substack strategy\", \"beehiiv\", or asks about building, growing, or monetizing a newsletter. newsletter-openclaudia creator "},{"slug":"onboarding-cro-openclaudia","kind":"skill","name":"Onboarding CRO","tagline":"Improve user onboarding flows to increase activation and retention. Use when asked to design welcome screens, setup wizards, product tours, onboarding checklists, or activation sequences. Trigger phrases: \"onboarding flow\", user activation\", \"welcome screen\", \"product tour\", \"onboarding checklist\", first-run experience\", \"setup wizard\", \"aha moment\", \"time to value\", user onboarding\", \"activation rate\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"support","deptName":"Customer support","task":"support/onboard-customer","taskName":"Customer onboarding","hay":"onboarding cro improve user onboarding flows to increase activation and retention. use when asked to design welcome screens, setup wizards, product tours, onboarding checklists, or activation sequences. trigger phrases: \"onboarding flow\", user activation\", \"welcome screen\", \"product tour\", \"onboarding checklist\", first-run experience\", \"setup wizard\", \"aha moment\", \"time to value\", user onboarding\", \"activation rate\". onboarding-cro-openclaudia business & ops "},{"slug":"organize-skills","kind":"skill","name":"Organize skills","tagline":"Audit and reorganize a Claude Code / Codex skill library — enforce a naming convention (prefix each skill by which backend or product it touches), rename skills consistently, fix the symlinks and cross-references a rename breaks, and report broken symlinks and stale name references. Use when the user says \"organize my skills\", \"rename these skills\", \"clean up the skill library\", \"enforce a skill naming convention\", or \"fix broken skill symlinks\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"organize skills audit and reorganize a claude code / codex skill library — enforce a naming convention (prefix each skill by which backend or product it touches), rename skills consistently, fix the symlinks and cross-references a rename breaks, and report broken symlinks and stale name references. use when the user says \"organize my skills\", \"rename these skills\", \"clean up the skill library\", \"enforce a skill naming convention\", or \"fix broken skill symlinks\". organize-skills coding "},{"slug":"page-cro-openclaudia","kind":"skill","name":"Page CRO","tagline":"Audit and optimize landing pages for conversion rate. Use when the user asks about conversion rate optimization, CRO, landing page audits, improving sign-ups or sales, reducing bounce rate, A/B test ideas for pages, form optimization, or CTA optimization. Trigger phrases include \"conversion rate\", \"CRO\", \"landing page audit\", \"why isn't my page converting\", \"improve conversions\", \"optimize my page\", \"reduce bounce rate\", \"CTA optimization\", \"form optimization\", \"above the fold\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"page cro audit and optimize landing pages for conversion rate. use when the user asks about conversion rate optimization, cro, landing page audits, improving sign-ups or sales, reducing bounce rate, a/b test ideas for pages, form optimization, or cta optimization. trigger phrases include \"conversion rate\", \"cro\", \"landing page audit\", \"why isn't my page converting\", \"improve conversions\", \"optimize my page\", \"reduce bounce rate\", \"cta optimization\", \"form optimization\", \"above the fold\". page-cro-openclaudia marketing "},{"slug":"podcast-edit","kind":"skill","name":"Podcast edit","tagline":"Edit podcast audio or video — trim pre/post-show chat, remove filler words, cut silences, enhance audio quality, and cut a video version of the same edit. Use when the user asks to edit a podcast, clean up audio, remove fillers, trim a recording, or improve voice quality.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"media","deptName":"Content creator","task":"media/make-podcast","taskName":"Podcast & newsletter","hay":"podcast edit edit podcast audio or video — trim pre/post-show chat, remove filler words, cut silences, enhance audio quality, and cut a video version of the same edit. use when the user asks to edit a podcast, clean up audio, remove fillers, trim a recording, or improve voice quality. podcast-edit creator "},{"slug":"podcast-marketing-openclaudia","kind":"skill","name":"Podcast marketing","tagline":"Plan, produce, and market a podcast. Use when the user says \"podcast strategy\", \"start a podcast\", \"podcast marketing\", \"podcast growth\", \"podcast SEO\", \"show notes\", \"podcast monetization\", \"guest outreach\", or asks about launching, growing, or promoting a podcast.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"media","deptName":"Content creator","task":"media/make-podcast","taskName":"Podcast & newsletter","hay":"podcast marketing plan, produce, and market a podcast. use when the user says \"podcast strategy\", \"start a podcast\", \"podcast marketing\", \"podcast growth\", \"podcast seo\", \"show notes\", \"podcast monetization\", \"guest outreach\", or asks about launching, growing, or promoting a podcast. podcast-marketing-openclaudia creator "},{"slug":"pricing-strategy-openclaudia","kind":"skill","name":"Pricing strategy","tagline":"Optimize pricing pages, pricing models, and pricing strategy. Use when the user asks about pricing, pricing pages, how to price a product, tiered pricing, freemium vs. paid, price testing, pricing psychology, or pricing page design. Trigger phrases include \"pricing\", \"pricing page\", \"how to price\", \"pricing strategy\", \"freemium\", \"tiered pricing\", \"per-seat pricing\", \"usage-based pricing\", \"pricing experiment\", \"price anchoring\", \"pricing psychology\", \"pricing optimization\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"pricing strategy optimize pricing pages, pricing models, and pricing strategy. use when the user asks about pricing, pricing pages, how to price a product, tiered pricing, freemium vs. paid, price testing, pricing psychology, or pricing page design. trigger phrases include \"pricing\", \"pricing page\", \"how to price\", \"pricing strategy\", \"freemium\", \"tiered pricing\", \"per-seat pricing\", \"usage-based pricing\", \"pricing experiment\", \"price anchoring\", \"pricing psychology\", \"pricing optimization\". pricing-strategy-openclaudia sales & ecommerce "},{"slug":"product-marketing-openclaudia","kind":"skill","name":"Product marketing","tagline":"Build product marketing strategy including positioning, messaging, and go-to-market. Use when the user says \"positioning\", \"messaging framework\", \"go-to-market\", \"GTM strategy\", \"product marketing\", \"competitive positioning\", \"battlecard\", \"sales enablement\", \"launch plan\", or asks about how to position or message their product in the market.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"product marketing build product marketing strategy including positioning, messaging, and go-to-market. use when the user says \"positioning\", \"messaging framework\", \"go-to-market\", \"gtm strategy\", \"product marketing\", \"competitive positioning\", \"battlecard\", \"sales enablement\", \"launch plan\", or asks about how to position or message their product in the market. product-marketing-openclaudia business & ops "},{"slug":"programmatic-seo-openclaudia","kind":"skill","name":"Programmatic SEO","tagline":"Create SEO-optimized pages at scale using programmatic/template-based approaches. Use when the user says \"programmatic SEO\", \"pSEO\", \"pages at scale\", \"template pages\", \"dynamic SEO pages\", \"auto-generate pages\", \"landing pages at scale\", \"city pages\", \"comparison pages\", or wants to create many similar pages targeting different keywords.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"programmatic seo create seo-optimized pages at scale using programmatic/template-based approaches. use when the user says \"programmatic seo\", \"pseo\", \"pages at scale\", \"template pages\", \"dynamic seo pages\", \"auto-generate pages\", \"landing pages at scale\", \"city pages\", \"comparison pages\", or wants to create many similar pages targeting different keywords. programmatic-seo-openclaudia marketing "},{"slug":"publish-article","kind":"skill","name":"Publish article","tagline":"Publish an article to a site you own — with a searched-for title, a real author, a licensed cover image, linked sources, and (optionally) one planned backlink. Use when the user says \"publish an article\", \"put this on our blog\", \"publish this draft\", \"add a backlink\", or hands over finished copy to ship. Covers the pre-publish gates that decide whether a published page earns anything.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"publish article publish an article to a site you own — with a searched-for title, a real author, a licensed cover image, linked sources, and (optionally) one planned backlink. use when the user says \"publish an article\", \"put this on our blog\", \"publish this draft\", \"add a backlink\", or hands over finished copy to ship. covers the pre-publish gates that decide whether a published page earns anything. publish-article creator "},{"slug":"reddit-marketing","kind":"skill","name":"Reddit marketing","tagline":"Market and engage on Reddit authentically. Use when the user says \"Reddit marketing\", \"Reddit strategy\", \"promote on Reddit\", \"Reddit post\", \"subreddit strategy\", \"Reddit outreach\", \"Reddit ads\", or asks about marketing or building presence on Reddit.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"reddit marketing market and engage on reddit authentically. use when the user says \"reddit marketing\", \"reddit strategy\", \"promote on reddit\", \"reddit post\", \"subreddit strategy\", \"reddit outreach\", \"reddit ads\", or asks about marketing or building presence on reddit. reddit-marketing business & ops "},{"slug":"referral-program-openclaudia","kind":"skill","name":"Referral program","tagline":"Design referral programs and viral growth loops. Use when asked to create referral systems, viral mechanics, word-of-mouth campaigns, or growth loops. Trigger phrases: \"referral program\", \"viral loop\", \"refer a friend\", word of mouth\", \"viral coefficient\", \"referral incentive\", \"growth loop\", invite system\", \"ambassador program\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/run-affiliate","taskName":"Affiliate programs","hay":"referral program design referral programs and viral growth loops. use when asked to create referral systems, viral mechanics, word-of-mouth campaigns, or growth loops. trigger phrases: \"referral program\", \"viral loop\", \"refer a friend\", word of mouth\", \"viral coefficient\", \"referral incentive\", \"growth loop\", invite system\", \"ambassador program\". referral-program-openclaudia marketing "},{"slug":"schema-markup-openclaudia","kind":"skill","name":"Schema markup","tagline":"Generate Schema.org structured data (JSON-LD) for any page type. Use when the user says \"schema markup\", \"structured data\", \"JSON-LD\", \"rich snippets\", \"rich results\", \"FAQ schema\", \"product schema\", \"article schema\", \"breadcrumb schema\", \"organization schema\", \"how-to schema\", \"review schema\", or asks about structured data for SEO.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"schema markup generate schema.org structured data (json-ld) for any page type. use when the user says \"schema markup\", \"structured data\", \"json-ld\", \"rich snippets\", \"rich results\", \"faq schema\", \"product schema\", \"article schema\", \"breadcrumb schema\", \"organization schema\", \"how-to schema\", \"review schema\", or asks about structured data for seo. schema-markup-openclaudia marketing "},{"slug":"search-console-openclaudia","kind":"skill","name":"Search console","tagline":"Pull Google Search Console data and perform search performance analysis. Use when asked about search rankings, clicks, impressions, CTR, index coverage, Core Web Vitals, or sitemap status. Trigger phrases: \"search console\", \"GSC\", search performance\", \"clicks and impressions\", \"CTR analysis\", \"index coverage\", core web vitals\", \"URL inspection\", \"sitemap status\", \"ranking data\", search queries\", \"keyword positions\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"search console pull google search console data and perform search performance analysis. use when asked about search rankings, clicks, impressions, ctr, index coverage, core web vitals, or sitemap status. trigger phrases: \"search console\", \"gsc\", search performance\", \"clicks and impressions\", \"ctr analysis\", \"index coverage\", core web vitals\", \"url inspection\", \"sitemap status\", \"ranking data\", search queries\", \"keyword positions\". search-console-openclaudia marketing "},{"slug":"semrush-research","kind":"skill","name":"Semrush research","tagline":"SEO and competitive intelligence via the SemRush API. Use when asked to research competitors, analyze domains, find keyword opportunities, check backlinks, or estimate traffic. Trigger phrases: \"competitor analysis\", domain overview\", \"keyword research\", \"backlink check\", \"traffic estimate\", SEO intelligence\", \"semrush\", \"competitive research\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"semrush research seo and competitive intelligence via the semrush api. use when asked to research competitors, analyze domains, find keyword opportunities, check backlinks, or estimate traffic. trigger phrases: \"competitor analysis\", domain overview\", \"keyword research\", \"backlink check\", \"traffic estimate\", seo intelligence\", \"semrush\", \"competitive research\". semrush-research marketing "},{"slug":"seo-audit-openclaudia","kind":"skill","name":"SEO audit","tagline":"Run a full technical and on-page SEO audit on any website or page. Use when the user says \"audit my site\", \"SEO check\", \"technical SEO review\", \"site health\", \"check my SEO\", \"what's wrong with my site\", or provides a URL and asks for SEO feedback.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo audit run a full technical and on-page seo audit on any website or page. use when the user says \"audit my site\", \"seo check\", \"technical seo review\", \"site health\", \"check my seo\", \"what's wrong with my site\", or provides a url and asks for seo feedback. seo-audit-openclaudia marketing "},{"slug":"seo-content-brief-openclaudia","kind":"skill","name":"SEO content brief","tagline":"Create an SEO content brief for writers. Use when the user says \"content brief\", \"SEO brief\", \"writing brief\", \"brief for\", \"writer brief\", \"outline for SEO\", or asks about creating a structured brief to hand to a writer for producing search-optimized content.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo content brief create an seo content brief for writers. use when the user says \"content brief\", \"seo brief\", \"writing brief\", \"brief for\", \"writer brief\", \"outline for seo\", or asks about creating a structured brief to hand to a writer for producing search-optimized content. seo-content-brief-openclaudia marketing "},{"slug":"serp-analyzer","kind":"skill","name":"Serp analyzer","tagline":"Analyze Google search results (SERP) for any keyword. Use when the user says \"analyze the SERP\", \"what ranks for\", \"SERP analysis\", \"competitive analysis for keyword\", \"content brief\", \"what's ranking\", \"search results for\", \"who ranks for\", or asks about ranking content patterns for a keyword.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"serp analyzer analyze google search results (serp) for any keyword. use when the user says \"analyze the serp\", \"what ranks for\", \"serp analysis\", \"competitive analysis for keyword\", \"content brief\", \"what's ranking\", \"search results for\", \"who ranks for\", or asks about ranking content patterns for a keyword. serp-analyzer marketing "},{"slug":"signup-flow-cro-openclaudia","kind":"skill","name":"Signup flow CRO","tagline":"Optimize signup and registration conversion funnels. Use when asked to improve signup rates, reduce form abandonment, audit registration flows, or optimize conversion funnels. Trigger phrases: \"signup optimization\", \"registration flow\", form conversion\", \"signup CRO\", \"reduce abandonment\", \"signup funnel\", form optimization\", \"conversion rate optimization\", \"registration page\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"signup flow cro optimize signup and registration conversion funnels. use when asked to improve signup rates, reduce form abandonment, audit registration flows, or optimize conversion funnels. trigger phrases: \"signup optimization\", \"registration flow\", form conversion\", \"signup cro\", \"reduce abandonment\", \"signup funnel\", form optimization\", \"conversion rate optimization\", \"registration page\". signup-flow-cro-openclaudia marketing "},{"slug":"similarweb-traffic","kind":"skill","name":"Similarweb traffic","tagline":"Fetch website traffic estimates (monthly visits, traffic sources, top countries, keywords, engagement, ranks) for any domain from SimilarWeb. Use when the user asks about a domain's traffic, monthly visits, traffic sources, audience countries, or wants to compare/benchmark sites against competitors.","author":"OpenClaudia","license":"MIT","stars":705,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"similarweb traffic fetch website traffic estimates (monthly visits, traffic sources, top countries, keywords, engagement, ranks) for any domain from similarweb. use when the user asks about a domain's traffic, monthly visits, traffic sources, audience countries, or wants to compare/benchmark sites against competitors. similarweb-traffic uncategorised "},{"slug":"slack-bot","kind":"skill","name":"Slack bot","tagline":"Send messages and rich content to Slack channels via webhooks or Bot API. Use Block Kit for formatted announcements, marketing reports, and community updates. Trigger phrases: post to slack\", \"slack message\", \"slack webhook\", \"slack notification\", \"slack announcement\", send to slack\", \"slack marketing\", \"slack update\", \"slack channel\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"slack bot send messages and rich content to slack channels via webhooks or bot api. use block kit for formatted announcements, marketing reports, and community updates. trigger phrases: post to slack\", \"slack message\", \"slack webhook\", \"slack notification\", \"slack announcement\", send to slack\", \"slack marketing\", \"slack update\", \"slack channel\". slack-bot coding "},{"slug":"stripe-dispute","kind":"skill","name":"Stripe dispute","tagline":"Evaluate whether a Stripe dispute is economical to contest, then gather evidence and submit only when approved. Use for Stripe disputes, chargebacks, counter-disputes, evidence packages, or Stripe dispute IDs.","author":"OpenClaudia","license":"MIT","stars":705,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"stripe dispute evaluate whether a stripe dispute is economical to contest, then gather evidence and submit only when approved. use for stripe disputes, chargebacks, counter-disputes, evidence packages, or stripe dispute ids. stripe-dispute uncategorised "},{"slug":"task-banner","kind":"skill","name":"Task banner","tagline":"Set up (or toggle) a macOS desktop banner that appears whenever Claude Code finishes a task, showing a one-line summary of what was done. Use when the user says \"notify me when Claude is done\", \"desktop notification on completion\", \"set up the task banner\", \"mute the banner\", or \"unmute the banner\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"task banner set up (or toggle) a macos desktop banner that appears whenever claude code finishes a task, showing a one-line summary of what was done. use when the user says \"notify me when claude is done\", \"desktop notification on completion\", \"set up the task banner\", \"mute the banner\", or \"unmute the banner\". task-banner design & ui "},{"slug":"telegram-bot","kind":"skill","name":"Telegram bot","tagline":"Send messages, images, and marketing content to Telegram channels and groups via Bot API. Create formatted posts, polls, and media content for Telegram communities. Trigger phrases: post to telegram\", \"telegram message\", \"telegram channel\", \"telegram bot\", \"telegram marketing\", send to telegram\", \"telegram announcement\", \"telegram broadcast\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"telegram bot send messages, images, and marketing content to telegram channels and groups via bot api. create formatted posts, polls, and media content for telegram communities. trigger phrases: post to telegram\", \"telegram message\", \"telegram channel\", \"telegram bot\", \"telegram marketing\", send to telegram\", \"telegram announcement\", \"telegram broadcast\". telegram-bot uncategorised "},{"slug":"thread-writer-openclaudia","kind":"skill","name":"Thread writer","tagline":"Write viral Twitter/X threads and Reddit posts with proven structures, hooks, and engagement tactics. Includes templates for story threads, listicle threads, contrarian takes, tutorials, and case studies. Can post directly to Reddit. Trigger phrases: \"write a thread\", Twitter thread\", \"X thread\", \"viral thread\", \"thread writer\", \"tweetstorm\", \"thread template\", thread about\", \"turn this into a thread\", \"reddit post\", \"write a reddit post\".","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"thread writer write viral twitter/x threads and reddit posts with proven structures, hooks, and engagement tactics. includes templates for story threads, listicle threads, contrarian takes, tutorials, and case studies. can post directly to reddit. trigger phrases: \"write a thread\", twitter thread\", \"x thread\", \"viral thread\", \"thread writer\", \"tweetstorm\", \"thread template\", thread about\", \"turn this into a thread\", \"reddit post\", \"write a reddit post\". thread-writer-openclaudia marketing "},{"slug":"unsplash-image","kind":"skill","name":"Unsplash image","tagline":"Search for images on Unsplash and download them. Optionally add text overlay (title/subtitle) to the image. Use when the user asks to find a stock photo, search for an image, get an Unsplash image, or download a photo with text.","author":"OpenClaudia","license":"MIT","stars":705,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"unsplash image search for images on unsplash and download them. optionally add text overlay (title/subtitle) to the image. use when the user asks to find a stock photo, search for an image, get an unsplash image, or download a photo with text. unsplash-image uncategorised "},{"slug":"video-ad-analysis","kind":"skill","name":"Video ad analysis","tagline":"Deconstruct and analyze video ad creatives for marketing insights. Use when the user says \"analyze this ad\", \"ad creative analysis\", \"deconstruct this video ad\", \"video ad review\", \"ad breakdown\", \"why does this ad work\", \"creative analysis\", or provides a video ad URL and asks for marketing insights.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"video ad analysis deconstruct and analyze video ad creatives for marketing insights. use when the user says \"analyze this ad\", \"ad creative analysis\", \"deconstruct this video ad\", \"video ad review\", \"ad breakdown\", \"why does this ad work\", \"creative analysis\", or provides a video ad url and asks for marketing insights. video-ad-analysis marketing "},{"slug":"wechat-moments","kind":"skill","name":"Wechat moments","tagline":"Rank and summarize the user's own WeChat Moments (朋友圈) feed so real life events and genuine information rise above promotion and small talk, weighted by how much the user actually talks to each author. Use when the user says 'summarize my Moments', 'read my 朋友圈', 'what did I miss on Moments', 'rank my Moments', or 'check my WeChat Moments'.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"wechat moments rank and summarize the user's own wechat moments (朋友圈) feed so real life events and genuine information rise above promotion and small talk, weighted by how much the user actually talks to each author. use when the user says 'summarize my moments', 'read my 朋友圈', 'what did i miss on moments', 'rank my moments', or 'check my wechat moments'. wechat-moments marketing "},{"slug":"write-blog","kind":"skill","name":"Write blog","tagline":"Generate a full SEO-optimized blog post. Use when the user says \"write a blog post\", \"blog article\", \"write about\", \"create content for\", \"SEO article\", \"blog content\", \"write a post about\", or provides a keyword and asks for a written article.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"write blog generate a full seo-optimized blog post. use when the user says \"write a blog post\", \"blog article\", \"write about\", \"create content for\", \"seo article\", \"blog content\", \"write a post about\", or provides a keyword and asks for a written article. write-blog creator "},{"slug":"write-landing","kind":"skill","name":"Write landing","tagline":"Create high-converting landing page copy and structure. Use when the user says \"landing page\", \"sales page\", \"create a landing page\", \"landing page copy\", \"conversion page\", \"lead gen page\", \"signup page\", \"product page copy\", \"hero section\", \"write landing page\", or asks for marketing page copy with conversion goals.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"write landing create high-converting landing page copy and structure. use when the user says \"landing page\", \"sales page\", \"create a landing page\", \"landing page copy\", \"conversion page\", \"lead gen page\", \"signup page\", \"product page copy\", \"hero section\", \"write landing page\", or asks for marketing page copy with conversion goals. write-landing marketing "},{"slug":"youtube-analytics","kind":"skill","name":"Youtube analytics","tagline":"Analyze YouTube channel and video performance using the YouTube Data API. Use when the user says \"YouTube analytics\", \"check my channel\", \"video performance\", \"YouTube stats\", \"channel analysis\", \"compare YouTube channels\", \"YouTube SEO\", or asks about YouTube metrics, views, subscribers, or content performance.","author":"OpenClaudia","license":"MIT","stars":705,"dept":"media","deptName":"Content creator","task":"media/grow-channel","taskName":"Channel growth","hay":"youtube analytics analyze youtube channel and video performance using the youtube data api. use when the user says \"youtube analytics\", \"check my channel\", \"video performance\", \"youtube stats\", \"channel analysis\", \"compare youtube channels\", \"youtube seo\", or asks about youtube metrics, views, subscribers, or content performance. youtube-analytics creator "},{"slug":"facebook-ads","kind":"skill","name":"Facebook/Meta Ad Campaign Builder","tagline":"Create Facebook and Meta ad campaigns, write ad copy, define audiences, and plan budgets. Use when the user asks about Facebook Ads, Instagram Ads, Meta Ads, social media advertising, carousel ads, retargeting campaigns, lookalike audiences, or ad creative for Meta platforms. Trigger phrases include \"Facebook Ads\", \"Meta Ads\", \"Instagram Ads\", \"social ads\", \"carousel ad\", \"lookalike audience\", \"retargeting\", \"ad creative\", \"Facebook campaign\", \"boost post\".","author":"OpenClaudia","license":"MIT","stars":700,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"facebook/meta ad campaign builder create facebook and meta ad campaigns, write ad copy, define audiences, and plan budgets. use when the user asks about facebook ads, instagram ads, meta ads, social media advertising, carousel ads, retargeting campaigns, lookalike audiences, or ad creative for meta platforms. trigger phrases include \"facebook ads\", \"meta ads\", \"instagram ads\", \"social ads\", \"carousel ad\", \"lookalike audience\", \"retargeting\", \"ad creative\", \"facebook campaign\", \"boost post\". facebook-ads marketing "},{"slug":"google-ads-5","kind":"skill","name":"Google Ads Copy and Campaign Builder","tagline":"Write Google Ads copy and build campaign structures. Use when the user asks to create Google Ads, write ad copy for search or display, set up PPC campaigns, optimize Quality Score, choose bidding strategies, or generate responsive search ads. Trigger phrases include \"Google Ads\", \"PPC\", \"search ads\", \"display ads\", \"Performance Max\", \"ad copy\", \"headlines and descriptions\", \"keyword match types\", \"ad extensions\", \"Quality Score\".","author":"OpenClaudia","license":"MIT","stars":700,"dept":"marketing","deptName":"Marketing","task":"marketing/run-search-ads","taskName":"Search ads","hay":"google ads copy and campaign builder write google ads copy and build campaign structures. use when the user asks to create google ads, write ad copy for search or display, set up ppc campaigns, optimize quality score, choose bidding strategies, or generate responsive search ads. trigger phrases include \"google ads\", \"ppc\", \"search ads\", \"display ads\", \"performance max\", \"ad copy\", \"headlines and descriptions\", \"keyword match types\", \"ad extensions\", \"quality score\". google-ads-5 marketing "},{"slug":"social-content-2","kind":"skill","name":"Social Content Skill","tagline":"Create and publish social media posts for Reddit, Twitter/X, LinkedIn, Instagram, Facebook, and TikTok. Platform-specific formats, character limits, hashtag strategies, hooks, and content repurposing. Can post directly to Reddit and other platforms via API. Trigger phrases: social media post\", \"tweet\", \"LinkedIn post\", \"Instagram caption\", \"TikTok script\", social content\", \"social media copy\", \"carousel\", \"thread\", \"social media strategy\", repurpose content\", \"hashtag strategy\", \"post to reddit\", \"publish on social\", post on reddit\", \"share on social media\".","author":"OpenClaudia","license":"MIT","stars":700,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"social content skill create and publish social media posts for reddit, twitter/x, linkedin, instagram, facebook, and tiktok. platform-specific formats, character limits, hashtag strategies, hooks, and content repurposing. can post directly to reddit and other platforms via api. trigger phrases: social media post\", \"tweet\", \"linkedin post\", \"instagram caption\", \"tiktok script\", social content\", \"social media copy\", \"carousel\", \"thread\", \"social media strategy\", repurpose content\", \"hashtag strategy\", \"post to reddit\", \"publish on social\", post on reddit\", \"share on social media\". social-content-2 marketing "},{"slug":"amazon-competitor-analysis","kind":"skill","name":"Amazon Competitor Analysis 🏆","tagline":"Full-spectrum Amazon competitor analysis. Compare listings, pricing, reviews, advertising strategy, and market positioning against direct competitors. Identify weaknesses to exploit and strengths to counter. Use when the user asks about competitor analysis, competitive research, ASIN comparison, pricing analysis, or how to beat competitors on Amazon.","author":"nexscope-ai","license":"MIT","stars":699,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"amazon competitor analysis 🏆 full-spectrum amazon competitor analysis. compare listings, pricing, reviews, advertising strategy, and market positioning against direct competitors. identify weaknesses to exploit and strengths to counter. use when the user asks about competitor analysis, competitive research, asin comparison, pricing analysis, or how to beat competitors on amazon. amazon-competitor-analysis sales & ecommerce "},{"slug":"amazon-fba-prep","kind":"skill","name":"Amazon fba prep","tagline":"Build a product-specific Amazon FBA prep, labeling, packing, and shipment-readiness plan. Use when a seller asks how to prepare units for FBA, choose barcode and labeling steps, plan poly-bagging, bubble wrap, sets, case packs, cartons, dangerous-goods review, supplier or prep-center instructions, or prevent receiving delays. Do not use as a substitute for current Seller Central requirements.","author":"nexscope-ai","license":"MIT","stars":699,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"amazon fba prep build a product-specific amazon fba prep, labeling, packing, and shipment-readiness plan. use when a seller asks how to prepare units for fba, choose barcode and labeling steps, plan poly-bagging, bubble wrap, sets, case packs, cartons, dangerous-goods review, supplier or prep-center instructions, or prevent receiving delays. do not use as a substitute for current seller central requirements. amazon-fba-prep sales & ecommerce "},{"slug":"amazon-global-selling","kind":"skill","name":"Amazon global selling","tagline":"Evaluate and plan Amazon marketplace expansion across countries and regions. Use when a seller asks which Amazon marketplace to enter, how to compare international demand and economics, what tax, product-compliance, logistics, localization, account, or launch workstreams to investigate, or how to build a gated global-selling roadmap. Do not use as legal, tax, customs, or certification advice.","author":"nexscope-ai","license":"MIT","stars":699,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"amazon global selling evaluate and plan amazon marketplace expansion across countries and regions. use when a seller asks which amazon marketplace to enter, how to compare international demand and economics, what tax, product-compliance, logistics, localization, account, or launch workstreams to investigate, or how to build a gated global-selling roadmap. do not use as legal, tax, customs, or certification advice. amazon-global-selling sales & ecommerce "},{"slug":"amazon-inventory-management","kind":"skill","name":"Amazon inventory management","tagline":"FBA inventory planning — restock timing, safety stock, IPI score optimization, stranded inventory recovery","author":"nexscope-ai","license":"MIT","stars":699,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"amazon inventory management fba inventory planning — restock timing, safety stock, ipi score optimization, stranded inventory recovery amazon-inventory-management sales & ecommerce "},{"slug":"amazon-negative-keywords","kind":"skill","name":"Amazon Negative Keywords 🚫","tagline":"Amazon negative keyword management and optimization. Search term analysis, waste reduction, savings estimation, and automated negative keyword strategies. Use when the user asks about negative keywords, search term analysis, ad waste reduction, or PPC optimization.","author":"nexscope-ai","license":"MIT","stars":699,"dept":"marketing","deptName":"Marketing","task":"marketing/ad-account-audit","taskName":"Ad account audit","hay":"amazon negative keywords 🚫 amazon negative keyword management and optimization. search term analysis, waste reduction, savings estimation, and automated negative keyword strategies. use when the user asks about negative keywords, search term analysis, ad waste reduction, or ppc optimization. amazon-negative-keywords sales & ecommerce "},{"slug":"amazon-product-photography","kind":"skill","name":"Amazon product photography","tagline":"Plan shoot-ready Amazon product photography, listing image sets, infographics, lifestyle scenes, and production briefs. Use when a seller asks for an Amazon photo shot list, creative direction, image-pack plan, photography budget, DIY-versus-done-for-you decision, or handoff to a photographer or image-generation workflow. Do not use for listing copy or image-only performance auditing.","author":"nexscope-ai","license":"MIT","stars":699,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"amazon product photography plan shoot-ready amazon product photography, listing image sets, infographics, lifestyle scenes, and production briefs. use when a seller asks for an amazon photo shot list, creative direction, image-pack plan, photography budget, diy-versus-done-for-you decision, or handoff to a photographer or image-generation workflow. do not use for listing copy or image-only performance auditing. amazon-product-photography sales & ecommerce "},{"slug":"amazon-review-analyzer","kind":"skill","name":"Amazon Review Analyzer 💬","tagline":"Deep Amazon review analysis for competitive intelligence and product improvement. Extract sentiment patterns, recurring complaints, feature requests, and competitive insights from customer feedback. Turn reviews into actionable product development and marketing strategies. Use when the user asks about review analysis, customer feedback, product complaints, sentiment analysis, or what customers think about products.","author":"nexscope-ai","license":"MIT","stars":699,"dept":"support","deptName":"Customer support","task":"support/read-feedback","taskName":"Feedback analysis","hay":"amazon review analyzer 💬 deep amazon review analysis for competitive intelligence and product improvement. extract sentiment patterns, recurring complaints, feature requests, and competitive insights from customer feedback. turn reviews into actionable product development and marketing strategies. use when the user asks about review analysis, customer feedback, product complaints, sentiment analysis, or what customers think about products. amazon-review-analyzer sales & ecommerce "},{"slug":"affiliate-program-search","kind":"skill","name":"Affiliate program search","tagline":"Research and evaluate affiliate programs to find the best ones to promote. Use this skill when the user asks anything about finding affiliate programs, comparing commission rates, evaluating affiliate opportunities, searching for products to promote, picking a niche, or mentions openaffiliate.dev. Also trigger for: \"which SaaS should I promote\", \"best affiliate programs for X\", high commission programs\", \"recurring commission affiliate\", \"compare these affiliate programs\", \"is X affiliate program worth it\", \"find me something to promote\", what pays the most\", \"affiliate programs with long cookie duration\".","author":"Affitor","license":"MIT","stars":672,"dept":"marketing","deptName":"Marketing","task":"marketing/run-affiliate","taskName":"Affiliate programs","hay":"affiliate program search research and evaluate affiliate programs to find the best ones to promote. use this skill when the user asks anything about finding affiliate programs, comparing commission rates, evaluating affiliate opportunities, searching for products to promote, picking a niche, or mentions openaffiliate.dev. also trigger for: \"which saas should i promote\", \"best affiliate programs for x\", high commission programs\", \"recurring commission affiliate\", \"compare these affiliate programs\", \"is x affiliate program worth it\", \"find me something to promote\", what pays the most\", \"affiliate programs with long cookie duration\". affiliate-program-search marketing "},{"slug":"skill-3","kind":"skill","name":"affiliate-check: Live Affiliate Program Data","tagline":"Live affiliate program data from openaffiliate.dev. Search programs, compare commissions, check cookie days, find top performers. Use when researching affiliate programs, comparing options, or checking program details. Persistent daemon with cache — first call starts server (~2s), subsequent calls ~100ms.","author":"Affitor","license":"MIT","stars":672,"dept":"marketing","deptName":"Marketing","task":"marketing/run-affiliate","taskName":"Affiliate programs","hay":"affiliate-check: live affiliate program data live affiliate program data from openaffiliate.dev. search programs, compare commissions, check cookie days, find top performers. use when researching affiliate programs, comparing options, or checking program details. persistent daemon with cache — first call starts server (~2s), subsequent calls ~100ms. skill-3 marketing "},{"slug":"commission-calculator","kind":"skill","name":"Commission calculator","tagline":"Calculate realistic affiliate earnings projections before committing to a program. Use this skill when the user asks about affiliate earnings, projecting income, calculating commissions, estimating how much they can make, comparing program payouts, or says \"how much can I make promoting X\", \"calculate my affiliate income\", is this commission worth it\", \"how long to first $1000\", \"compare earnings between programs\", \"traffic to income calculator\", \"what conversion rate should I expect\", \"earnings estimate for affiliate program\", \"how many sales do I need\".","author":"Affitor","license":"MIT","stars":672,"dept":"marketing","deptName":"Marketing","task":"marketing/run-affiliate","taskName":"Affiliate programs","hay":"commission calculator calculate realistic affiliate earnings projections before committing to a program. use this skill when the user asks about affiliate earnings, projecting income, calculating commissions, estimating how much they can make, comparing program payouts, or says \"how much can i make promoting x\", \"calculate my affiliate income\", is this commission worth it\", \"how long to first $1000\", \"compare earnings between programs\", \"traffic to income calculator\", \"what conversion rate should i expect\", \"earnings estimate for affiliate program\", \"how many sales do i need\". commission-calculator marketing "},{"slug":"competitor-spy","kind":"skill","name":"Competitor spy","tagline":"Reverse-engineer successful affiliate strategies from competitors. Use this skill when the user asks about spying on competitors, researching what other affiliates promote, analyzing competitor affiliate sites, understanding how top affiliates in a niche make money, or says \"what programs does X promote\", how does [site] make money\", \"what affiliate strategy does this site use\", spy on competitor affiliates\", \"reverse engineer affiliate site\", \"copy what works in my niche\", \"who are the top affiliates in X niche\", \"what content gets traffic in my niche\", \"competitor affiliate analysis\".","author":"Affitor","license":"MIT","stars":672,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"competitor spy reverse-engineer successful affiliate strategies from competitors. use this skill when the user asks about spying on competitors, researching what other affiliates promote, analyzing competitor affiliate sites, understanding how top affiliates in a niche make money, or says \"what programs does x promote\", how does [site] make money\", \"what affiliate strategy does this site use\", spy on competitor affiliates\", \"reverse engineer affiliate site\", \"copy what works in my niche\", \"who are the top affiliates in x niche\", \"what content gets traffic in my niche\", \"competitor affiliate analysis\". competitor-spy marketing "},{"slug":"content-pillar-atomizer","kind":"skill","name":"Content pillar atomizer","tagline":"Take 1 blog post or article and generate 15-30 platform-native micro-content pieces. Not reformatting — re-contextualizing for each platform's culture. Triggers on: \"atomize this content\", \"repurpose my blog post\", \"turn this into social posts\", content atomizer\", \"pillar content\", \"one to many content\", \"repurpose content\", multiply my content\", \"content explosion\", \"turn article into posts\", break down this article\", \"micro content from blog\", \"content pillar strategy\", 10x my content\", \"platform-native content\", \"atomize\", \"content multiplication\".","author":"Affitor","license":"MIT","stars":672,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"content pillar atomizer take 1 blog post or article and generate 15-30 platform-native micro-content pieces. not reformatting — re-contextualizing for each platform's culture. triggers on: \"atomize this content\", \"repurpose my blog post\", \"turn this into social posts\", content atomizer\", \"pillar content\", \"one to many content\", \"repurpose content\", multiply my content\", \"content explosion\", \"turn article into posts\", break down this article\", \"micro content from blog\", \"content pillar strategy\", 10x my content\", \"platform-native content\", \"atomize\", \"content multiplication\". content-pillar-atomizer marketing "},{"slug":"github-pages-deployer","kind":"skill","name":"Github pages deployer","tagline":"Deploy affiliate content to GitHub Pages for free hosting. Triggers on: deploy to GitHub Pages\", \"host on GitHub Pages\", \"free hosting for my affiliate site\", push to GitHub Pages\", \"GitHub Pages setup\", \"deploy my landing page to GitHub\", host my bio link on GitHub\", \"free affiliate website hosting\", \"github pages affiliate\", set up GitHub Pages for my site\", \"deploy HTML to GitHub\", \"free static hosting\", publish my affiliate page for free\", \"github pages custom domain\".","author":"Affitor","license":"MIT","stars":672,"dept":"marketing","deptName":"Marketing","task":"marketing/run-affiliate","taskName":"Affiliate programs","hay":"github pages deployer deploy affiliate content to github pages for free hosting. triggers on: deploy to github pages\", \"host on github pages\", \"free hosting for my affiliate site\", push to github pages\", \"github pages setup\", \"deploy my landing page to github\", host my bio link on github\", \"free affiliate website hosting\", \"github pages affiliate\", set up github pages for my site\", \"deploy html to github\", \"free static hosting\", publish my affiliate page for free\", \"github pages custom domain\". github-pages-deployer marketing "},{"slug":"niche-opportunity-finder","kind":"skill","name":"Niche opportunity finder","tagline":"Find untapped affiliate niches with real earning potential. Use this skill when the user asks about picking a niche, finding a niche to start affiliate marketing, what niche to get into, niche research, niche ideas, beginner niche selection, low competition niches, profitable niches, or says I don't know what to promote\", \"help me pick a niche\", \"what niche should I start with\", \"find me a niche with less competition\", \"niche ideas for affiliate\", is X a good niche for affiliate marketing\", \"best niches 2024\", \"untapped niches\".","author":"Affitor","license":"MIT","stars":672,"dept":"marketing","deptName":"Marketing","task":"marketing/run-affiliate","taskName":"Affiliate programs","hay":"niche opportunity finder find untapped affiliate niches with real earning potential. use this skill when the user asks about picking a niche, finding a niche to start affiliate marketing, what niche to get into, niche research, niche ideas, beginner niche selection, low competition niches, profitable niches, or says i don't know what to promote\", \"help me pick a niche\", \"what niche should i start with\", \"find me a niche with less competition\", \"niche ideas for affiliate\", is x a good niche for affiliate marketing\", \"best niches 2024\", \"untapped niches\". niche-opportunity-finder marketing "},{"slug":"tiktok-script-writer","kind":"skill","name":"Tiktok script writer","tagline":"Write short-form video scripts for TikTok, Instagram Reels, and YouTube Shorts that promote affiliate products with strong hooks, demos, and CTAs. Use this skill when the user asks about TikTok scripts, Reels scripts, Shorts scripts, short-form video for affiliate marketing, or says \"write a TikTok for X\", script a Reel promoting X\", \"YouTube Shorts script affiliate\", \"60-second video script\", \"hook for TikTok affiliate\", \"write a video promoting X\", \"TikTok script that converts\", \"short video script for product review\", \"viral TikTok affiliate script\", \"how to promote X on TikTok\".","author":"Affitor","license":"MIT","stars":672,"dept":"media","deptName":"Content creator","task":"media/script-short","taskName":"Short scripts & hooks","hay":"tiktok script writer write short-form video scripts for tiktok, instagram reels, and youtube shorts that promote affiliate products with strong hooks, demos, and ctas. use this skill when the user asks about tiktok scripts, reels scripts, shorts scripts, short-form video for affiliate marketing, or says \"write a tiktok for x\", script a reel promoting x\", \"youtube shorts script affiliate\", \"60-second video script\", \"hook for tiktok affiliate\", \"write a video promoting x\", \"tiktok script that converts\", \"short video script for product review\", \"viral tiktok affiliate script\", \"how to promote x on tiktok\". tiktok-script-writer marketing "},{"slug":"viral-post-writer","kind":"skill","name":"Viral post writer","tagline":"Write viral social media posts that promote affiliate products naturally. Use this skill when the user asks anything about writing social media content for affiliate marketing, creating posts for LinkedIn/X/Reddit/Facebook, promoting a product on social media, writing affiliate content, or mentions viral post\", \"social media post\", \"content for affiliate\". Also trigger for: \"write a post about X\", \"help me promote X on LinkedIn\", create a thread about X\", \"make a Reddit post for X\", \"draft tweets for X\", social media content for affiliate program\", \"how to promote X on social\", write something that goes viral\", \"LinkedIn post for affiliate\", \"X thread about this tool\", \"help me sell X naturally on social media\".","author":"Affitor","license":"MIT","stars":672,"dept":"marketing","deptName":"Marketing","task":"marketing/run-affiliate","taskName":"Affiliate programs","hay":"viral post writer write viral social media posts that promote affiliate products naturally. use this skill when the user asks anything about writing social media content for affiliate marketing, creating posts for linkedin/x/reddit/facebook, promoting a product on social media, writing affiliate content, or mentions viral post\", \"social media post\", \"content for affiliate\". also trigger for: \"write a post about x\", \"help me promote x on linkedin\", create a thread about x\", \"make a reddit post for x\", \"draft tweets for x\", social media content for affiliate program\", \"how to promote x on social\", write something that goes viral\", \"linkedin post for affiliate\", \"x thread about this tool\", \"help me sell x naturally on social media\". viral-post-writer marketing "},{"slug":"twitter-gtm-find","kind":"skill","name":"Twitter GTM Find Skill","tagline":"End-to-end pipeline for scraping X/Twitter for GTM/DevRel tech startup jobs using Apify, or optionally TweetClaw for OpenClaw and Hermes Tweet for Hermes Agent, then validating them against an Ideal Customer Profile (ICP) using Gemini's native Google Search Grounding. Use this skill when OpenClaw needs to find developer-first, funded startups actively hiring for GTM, DevRel, or Growth roles.","author":"Varnan-Tech","license":"MIT","stars":665,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"twitter gtm find skill end-to-end pipeline for scraping x/twitter for gtm/devrel tech startup jobs using apify, or optionally tweetclaw for openclaw and hermes tweet for hermes agent, then validating them against an ideal customer profile (icp) using gemini's native google search grounding. use this skill when openclaw needs to find developer-first, funded startups actively hiring for gtm, devrel, or growth roles. twitter-gtm-find marketing "},{"slug":"01-lich-noi-dung","kind":"skill","name":"01 lich noi dung","tagline":"Dung khi can lich dang bai cho ca thang — chot content pillar va ti le, xep bai theo ngay va khung gio, ma tran tai su dung noi dung, va gan muc tieu cho tung tru cot. Kich hoat khi user nhac 'lich noi dung', 'content calendar', 'thang nay dang gi', 'len lich dang bai', 'ke hoach content thang', 'phan bo noi dung'. Khong dung cho — brief tung bai truoc khi viet thi dung skill 36-content-brief; viet caption thanh pham thi dung skill 37-caption-social; lap plan ky sau tu data thi dung skill 40-next-content-plan.","author":"minhnv0807","license":"MIT","stars":599,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"01 lich noi dung dung khi can lich dang bai cho ca thang — chot content pillar va ti le, xep bai theo ngay va khung gio, ma tran tai su dung noi dung, va gan muc tieu cho tung tru cot. kich hoat khi user nhac 'lich noi dung', 'content calendar', 'thang nay dang gi', 'len lich dang bai', 'ke hoach content thang', 'phan bo noi dung'. khong dung cho — brief tung bai truoc khi viet thi dung skill 36-content-brief; viet caption thanh pham thi dung skill 37-caption-social; lap plan ky sau tu data thi dung skill 40-next-content-plan. 01-lich-noi-dung creator "},{"slug":"02-brief-chien-dich","kind":"skill","name":"02 brief chien dich","tagline":"Dung khi can brief mot chien dich cu the cho ca team thuc thi — muc tieu, thong diep, deliverable, timeline phan cong theo tuan, gate duyet va ma tran rui ro. Kich hoat khi user nhac 'brief chien dich', 'ke hoach campaign', 'len brief cho team', 'chien dich thang toi', 'phan cong campaign', 'timeline chien dich'. Khong dung cho — ke hoach marketing ca ky thi dung skill 00-ke-hoach-mkt; danh sach asset can thiet ke thi dung skill 41-campaign-asset-list; giao viec cho tung nguoi thi dung skill 64-team-brief.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"02 brief chien dich dung khi can brief mot chien dich cu the cho ca team thuc thi — muc tieu, thong diep, deliverable, timeline phan cong theo tuan, gate duyet va ma tran rui ro. kich hoat khi user nhac 'brief chien dich', 'ke hoach campaign', 'len brief cho team', 'chien dich thang toi', 'phan cong campaign', 'timeline chien dich'. khong dung cho — ke hoach marketing ca ky thi dung skill 00-ke-hoach-mkt; danh sach asset can thiet ke thi dung skill 41-campaign-asset-list; giao viec cho tung nguoi thi dung skill 64-team-brief. 02-brief-chien-dich uncategorised "},{"slug":"02-campaign-brief-global","kind":"skill","name":"02 campaign brief global","tagline":"Use when a specific campaign needs a brief the whole team can execute from — context, objective, audience, core message, creative direction, channels, deliverables, week-by-week timeline, approval gates, and risks. Trigger on 'campaign brief', 'creative brief', 'launch brief', 'brief the team on this campaign', 'we are running a promo next month', 'what is the plan for this campaign'. Also use when the user describes a promotion out loud and asks for something the team can actually run. Not for — the whole period plan, see `00-marketing-plan-global`; the list of design files needed, see `41-campaign-asset-list-global`; assigning work to one person, see `64-team-brief-global`; a new product launch sequence, see `59-go-to-market-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"02 campaign brief global use when a specific campaign needs a brief the whole team can execute from — context, objective, audience, core message, creative direction, channels, deliverables, week-by-week timeline, approval gates, and risks. trigger on 'campaign brief', 'creative brief', 'launch brief', 'brief the team on this campaign', 'we are running a promo next month', 'what is the plan for this campaign'. also use when the user describes a promotion out loud and asks for something the team can actually run. not for — the whole period plan, see `00-marketing-plan-global`; the list of design files needed, see `41-campaign-asset-list-global`; assigning work to one person, see `64-team-brief-global`; a new product launch sequence, see `59-go-to-market-global`. 02-campaign-brief-global business & ops "},{"slug":"03-danh-gia-hieu-suat","kind":"skill","name":"03 danh gia hieu suat","tagline":"Dung khi so lieu marketing dang xau va can biet TAI SAO — chan doan theo 5 lop tu tracking, delivery, creative, landing den chat luong audience, roi ra action plan 48h. Kich hoat khi user nhac 'so dang xau', 'CPMess cao qua', 'ROAS thap', 'chan doan root cause', 'tai sao khong ra don', 'ads dot tien'. Khong dung cho — audit CAU HINH tai khoan ads va cham Health Score thi dung skill 21-audit-ads-performance; viet bao cao cho nguoi khac doc thi dung skill 07-bao-cao-marketing; chan doan rieng mot trang thi dung skill 68-cro-audit-trang.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"03 danh gia hieu suat dung khi so lieu marketing dang xau va can biet tai sao — chan doan theo 5 lop tu tracking, delivery, creative, landing den chat luong audience, roi ra action plan 48h. kich hoat khi user nhac 'so dang xau', 'cpmess cao qua', 'roas thap', 'chan doan root cause', 'tai sao khong ra don', 'ads dot tien'. khong dung cho — audit cau hinh tai khoan ads va cham health score thi dung skill 21-audit-ads-performance; viet bao cao cho nguoi khac doc thi dung skill 07-bao-cao-marketing; chan doan rieng mot trang thi dung skill 68-cro-audit-trang. 03-danh-gia-hieu-suat uncategorised "},{"slug":"03-performance-eval-global","kind":"skill","name":"03 performance eval global","tagline":"Use when marketing numbers look bad and the user needs to know WHY — layered root-cause diagnosis across tracking, delivery, creative, landing page, offer, and audience quality, 5-Whys, regional benchmarks for US, EU, SEA, and LATAM, and a 48-hour action plan. Covers dropshipping ROAS and BE-ROAS. Trigger on 'why is CPA so high', 'my ads are not converting', 'ROAS dropped', 'we are burning budget', 'performance is bad this month', 'diagnose the funnel'. Also use when the user pastes a screenshot of numbers with no question attached. Not for — auditing account configuration and scoring health, see `21-ads-audit-global`; writing a report someone else reads, see `07-marketing-report-global`; turning a raw export into insight, see `13-data-analysis-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/ad-account-audit","taskName":"Ad account audit","hay":"03 performance eval global use when marketing numbers look bad and the user needs to know why — layered root-cause diagnosis across tracking, delivery, creative, landing page, offer, and audience quality, 5-whys, regional benchmarks for us, eu, sea, and latam, and a 48-hour action plan. covers dropshipping roas and be-roas. trigger on 'why is cpa so high', 'my ads are not converting', 'roas dropped', 'we are burning budget', 'performance is bad this month', 'diagnose the funnel'. also use when the user pastes a screenshot of numbers with no question attached. not for — auditing account configuration and scoring health, see `21-ads-audit-global`; writing a report someone else reads, see `07-marketing-report-global`; turning a raw export into insight, see `13-data-analysis-global`. 03-performance-eval-global marketing "},{"slug":"04-script-video","kind":"skill","name":"04 script video","tagline":"Dung khi can viet kich ban video ngan — TikTok, Reels, Shorts — voi hook 3 thanh phan, cau truc theo giay va 2 bien the A/B de test. Co Mode A cho san pham va Mode B cho personal brand. Kich hoat khi user nhac 'viet script video', 'kich ban TikTok', 'script Reels', 'noi dung video ngan', 'hook video', 'quay video gi'. Khong dung cho — huong dan dung phim cho editor thi dung skill 44-brief-video-editor; copy quang cao tra tien thi dung skill 05-copy-quang-cao; brief cho creator quay ho thi dung skill 06-brief-ugc-egc.","author":"minhnv0807","license":"MIT","stars":599,"dept":"media","deptName":"Content creator","task":"media/edit-short","taskName":"Short-form editing","hay":"04 script video dung khi can viet kich ban video ngan — tiktok, reels, shorts — voi hook 3 thanh phan, cau truc theo giay va 2 bien the a/b de test. co mode a cho san pham va mode b cho personal brand. kich hoat khi user nhac 'viet script video', 'kich ban tiktok', 'script reels', 'noi dung video ngan', 'hook video', 'quay video gi'. khong dung cho — huong dan dung phim cho editor thi dung skill 44-brief-video-editor; copy quang cao tra tien thi dung skill 05-copy-quang-cao; brief cho creator quay ho thi dung skill 06-brief-ugc-egc. 04-script-video creator "},{"slug":"04-script-video-global","kind":"skill","name":"04 script video global","tagline":"Use when the user needs a spoken script for short-form video — TikTok, Reels, or YouTube Shorts — with a 3-part hook, second-by-second beats, two A/B variants, shoot notes, and a viral score. Switches between product mode and personal brand mode from the context file. Trigger on 'video script', 'TikTok script', 'Reels script', 'Shorts script', 'what should I say in the video', 'write me a hook for a video'. Also use when the user has a video idea and knows only the topic. Not for — cut and edit instructions for an editor, see `44-video-editor-brief-global`; paid ad copy, see `05-ad-copy-global`; briefing an outside creator to film it, see `06-ugc-egc-brief-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"media","deptName":"Content creator","task":"media/script-short","taskName":"Short scripts & hooks","hay":"04 script video global use when the user needs a spoken script for short-form video — tiktok, reels, or youtube shorts — with a 3-part hook, second-by-second beats, two a/b variants, shoot notes, and a viral score. switches between product mode and personal brand mode from the context file. trigger on 'video script', 'tiktok script', 'reels script', 'shorts script', 'what should i say in the video', 'write me a hook for a video'. also use when the user has a video idea and knows only the topic. not for — cut and edit instructions for an editor, see `44-video-editor-brief-global`; paid ad copy, see `05-ad-copy-global`; briefing an outside creator to film it, see `06-ugc-egc-brief-global`. 04-script-video-global creator "},{"slug":"05-copy-quang-cao","kind":"skill","name":"05 copy quang cao","tagline":"Dung khi can viet copy quang cao TRA TIEN cho Meta, TikTok hoac Google — 6 bien the theo 3 tang pheu TOFU/MOFU/BOFU, tuan thu gioi han ky tu va chinh sach nen tang. Co Mode A cho san pham va Mode B cho personal brand, tu chon theo file context. Kich hoat khi user nhac 'viet copy quang cao', 'noi dung chay ads', 'copy Facebook Ads', 'copy TikTok Ads', 'google rsa', 'tieu de quang cao', 'copy retarget'. Khong dung cho — caption dang organic khong chay tien thi dung skill 37-caption-social; slogan / cau hai y / headline poster thi dung skill 74-copy-hai-lop; loi thoai video thi dung skill 04-script-video; duyet copy da viet thi dung skill 62-marketing-review.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"05 copy quang cao dung khi can viet copy quang cao tra tien cho meta, tiktok hoac google — 6 bien the theo 3 tang pheu tofu/mofu/bofu, tuan thu gioi han ky tu va chinh sach nen tang. co mode a cho san pham va mode b cho personal brand, tu chon theo file context. kich hoat khi user nhac 'viet copy quang cao', 'noi dung chay ads', 'copy facebook ads', 'copy tiktok ads', 'google rsa', 'tieu de quang cao', 'copy retarget'. khong dung cho — caption dang organic khong chay tien thi dung skill 37-caption-social; slogan / cau hai y / headline poster thi dung skill 74-copy-hai-lop; loi thoai video thi dung skill 04-script-video; duyet copy da viet thi dung skill 62-marketing-review. 05-copy-quang-cao marketing "},{"slug":"06-brief-ugc-egc","kind":"skill","name":"06 brief ugc egc","tagline":"Dung khi can brief NGUOI KHAC quay video ho — khach hang lam UGC, nhan vien lam EGC, hoac KOC va creator tra phi: tieu chi chon nguoi, huong dan quay tung canh, viec nen va khong nen lam, quyen su dung hinh anh, bang quan ly batch va cach do hieu qua. Kich hoat khi user nhac 'brief UGC', 'brief EGC', 'brief KOC', 'thue creator quay', 'huong dan nhan vien quay video', 'tim KOC o dau', 'creator quay sai y', 'hop dong quyen su dung video'. Khong dung cho — viet loi thoai kich ban video thi dung skill 04-script-video; huong dan editor dung phim thi dung skill 44-brief-video-editor; rai comment seeding duoi bai dang thi dung skill 38-seeding-plan; thue agency hoac production house lam tron goi thi dung skill 67-agency-vendor-brief.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"06 brief ugc egc dung khi can brief nguoi khac quay video ho — khach hang lam ugc, nhan vien lam egc, hoac koc va creator tra phi: tieu chi chon nguoi, huong dan quay tung canh, viec nen va khong nen lam, quyen su dung hinh anh, bang quan ly batch va cach do hieu qua. kich hoat khi user nhac 'brief ugc', 'brief egc', 'brief koc', 'thue creator quay', 'huong dan nhan vien quay video', 'tim koc o dau', 'creator quay sai y', 'hop dong quyen su dung video'. khong dung cho — viet loi thoai kich ban video thi dung skill 04-script-video; huong dan editor dung phim thi dung skill 44-brief-video-editor; rai comment seeding duoi bai dang thi dung skill 38-seeding-plan; thue agency hoac production house lam tron goi thi dung skill 67-agency-vendor-brief. 06-brief-ugc-egc uncategorised "},{"slug":"06-ugc-egc-brief-global","kind":"skill","name":"06 ugc egc brief global","tagline":"Use when someone outside the marketing team has to film — a customer for UGC, an employee for EGC, or a paid creator or KOC — and needs a brief: talking points, shooting guide, do and do-not list, usage rights, deliverables, and batch management. Trigger on 'UGC brief', 'creator brief', 'KOC brief', 'brief for employee videos', 'what do I tell the influencer', 'we hired a creator to film'. Also use when the user asks how to get customers to make videos for the brand. Not for — a script the team writes and shoots itself, see `04-script-video-global`; edit direction for footage already shot, see `44-video-editor-brief-global`; posting inside communities, see `38-community-seeding-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"06 ugc egc brief global use when someone outside the marketing team has to film — a customer for ugc, an employee for egc, or a paid creator or koc — and needs a brief: talking points, shooting guide, do and do-not list, usage rights, deliverables, and batch management. trigger on 'ugc brief', 'creator brief', 'koc brief', 'brief for employee videos', 'what do i tell the influencer', 'we hired a creator to film'. also use when the user asks how to get customers to make videos for the brand. not for — a script the team writes and shoots itself, see `04-script-video-global`; edit direction for footage already shot, see `44-video-editor-brief-global`; posting inside communities, see `38-community-seeding-global`. 06-ugc-egc-brief-global uncategorised "},{"slug":"07-bao-cao-marketing","kind":"skill","name":"07 bao cao marketing","tagline":"Dung khi can viet bao cao marketing cho nguoi khac doc — weekly 1 trang cho CEO, monthly day du, hoac strategy report theo quy. Cau truc TL;DR, so vs target, insight, quyet dinh can duyet, viec tiep theo. Kich hoat khi user nhac 'bao cao marketing', 'report thang', 'weekly update cho sep', 'tong ket quy', 'lam bao cao cho khach hang', 'bao cao content'. Khong dung cho — chan doan tai sao so xau thi dung skill 03-danh-gia-hieu-suat; bien data tho thanh insight thi dung skill 13-phan-tich-du-lieu.","author":"minhnv0807","license":"MIT","stars":599,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"07 bao cao marketing dung khi can viet bao cao marketing cho nguoi khac doc — weekly 1 trang cho ceo, monthly day du, hoac strategy report theo quy. cau truc tl;dr, so vs target, insight, quyet dinh can duyet, viec tiep theo. kich hoat khi user nhac 'bao cao marketing', 'report thang', 'weekly update cho sep', 'tong ket quy', 'lam bao cao cho khach hang', 'bao cao content'. khong dung cho — chan doan tai sao so xau thi dung skill 03-danh-gia-hieu-suat; bien data tho thanh insight thi dung skill 13-phan-tich-du-lieu. 07-bao-cao-marketing data & ai "},{"slug":"07-marketing-report-global","kind":"skill","name":"07 marketing report global","tagline":"Use when the user needs to WRITE a marketing report someone else will read — a one-page weekly for a CEO, a full monthly, or a quarterly strategy report with TL;DR, results versus target, insight, decisions needed, and next actions with owners. Trigger on 'marketing report', 'monthly report', 'weekly update for my boss', 'report for the client', 'quarterly summary', 'turn these numbers into a report'. Also use when the user says a stakeholder is asking how marketing is doing. Not for — diagnosing why the numbers are bad, see `03-performance-eval-global`; turning a raw export into insight, see `13-data-analysis-global`; a closed campaign retrospective, see `63-campaign-retrospective-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"07 marketing report global use when the user needs to write a marketing report someone else will read — a one-page weekly for a ceo, a full monthly, or a quarterly strategy report with tl;dr, results versus target, insight, decisions needed, and next actions with owners. trigger on 'marketing report', 'monthly report', 'weekly update for my boss', 'report for the client', 'quarterly summary', 'turn these numbers into a report'. also use when the user says a stakeholder is asking how marketing is doing. not for — diagnosing why the numbers are bad, see `03-performance-eval-global`; turning a raw export into insight, see `13-data-analysis-global`; a closed campaign retrospective, see `63-campaign-retrospective-global`. 07-marketing-report-global data & ai "},{"slug":"08-competitor-research-global","kind":"skill","name":"08 competitor research global","tagline":"Use when the user needs to understand competitors — direct, indirect, and substitute tiers, positioning map, SWOT, ad and content benchmark, pricing comparison, and the market gap to attack, using SimilarWeb, Ahrefs, Semrush, and the Meta Ad Library. Trigger on 'competitor research', 'competitive analysis', 'what are competitors running', 'who else sells this', 'why do people pick them over us', 'benchmark us against the market'. Also use when the user sends a competitor link and asks for an opinion. Not for — understanding the customer rather than the rival, see `09-customer-insight-global`; turning difference into a statement, see `58-positioning-global`; paid targeting, see `51-audience-research-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"08 competitor research global use when the user needs to understand competitors — direct, indirect, and substitute tiers, positioning map, swot, ad and content benchmark, pricing comparison, and the market gap to attack, using similarweb, ahrefs, semrush, and the meta ad library. trigger on 'competitor research', 'competitive analysis', 'what are competitors running', 'who else sells this', 'why do people pick them over us', 'benchmark us against the market'. also use when the user sends a competitor link and asks for an opinion. not for — understanding the customer rather than the rival, see `09-customer-insight-global`; turning difference into a statement, see `58-positioning-global`; paid targeting, see `51-audience-research-global`. 08-competitor-research-global business & ops "},{"slug":"08-nghien-cuu-doi-thu","kind":"skill","name":"08 nghien cuu doi thu","tagline":"Dung khi can biet doi thu dang lam gi va minh dang dung o dau — phan tich 3 tang doi thu truc tiep, gian tiep, thay the; ban do dinh vi, SWOT, benchmark content va gia, khoang trong thi truong con bo trong. Kich hoat khi user nhac 'nghien cuu doi thu', 'phan tich canh tranh', 'doi thu dang chay gi', 'competitive analysis', 'sao doi thu ban re hon minh', 'doi thu moi noi', 'minh thua doi thu cho nao', 'benchmark thi truong'. Dung ca khi user chi gui link fanpage hoac website doi thu va hoi 'xem giup ho dang lam gi'. Khong dung cho — chot dinh vi cho chinh minh thi dung skill 58-positioning; theo doi lien tuc thao luan mang xa hoi thi dung skill 15-social-listening; nghien cuu tep de chay ads thi dung skill 51-audience-research.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"08 nghien cuu doi thu dung khi can biet doi thu dang lam gi va minh dang dung o dau — phan tich 3 tang doi thu truc tiep, gian tiep, thay the; ban do dinh vi, swot, benchmark content va gia, khoang trong thi truong con bo trong. kich hoat khi user nhac 'nghien cuu doi thu', 'phan tich canh tranh', 'doi thu dang chay gi', 'competitive analysis', 'sao doi thu ban re hon minh', 'doi thu moi noi', 'minh thua doi thu cho nao', 'benchmark thi truong'. dung ca khi user chi gui link fanpage hoac website doi thu va hoi 'xem giup ho dang lam gi'. khong dung cho — chot dinh vi cho chinh minh thi dung skill 58-positioning; theo doi lien tuc thao luan mang xa hoi thi dung skill 15-social-listening; nghien cuu tep de chay ads thi dung skill 51-audience-research. 08-nghien-cuu-doi-thu uncategorised "},{"slug":"09-customer-insight-global","kind":"skill","name":"09 customer insight global","tagline":"Use when the user needs to understand customers deeply enough to write copy and pick targeting — consumer versus shopper, JTBD, layered persona, internal monologue, pain map, objection list, journey map, and a customer language bank pulled from real reviews and DMs. Trigger on 'customer insight', 'buyer persona', 'who is my customer', 'what do they actually want', 'jobs to be done', 'why do they hesitate before buying'. Also use when the user cannot explain who the product is for. Not for — intake questions when an agency signs a new client, see `20-client-intake-brief-global`; paid audience targeting setup, see `51-audience-research-global`; competitor study, see `08-competitor-research-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"09 customer insight global use when the user needs to understand customers deeply enough to write copy and pick targeting — consumer versus shopper, jtbd, layered persona, internal monologue, pain map, objection list, journey map, and a customer language bank pulled from real reviews and dms. trigger on 'customer insight', 'buyer persona', 'who is my customer', 'what do they actually want', 'jobs to be done', 'why do they hesitate before buying'. also use when the user cannot explain who the product is for. not for — intake questions when an agency signs a new client, see `20-client-intake-brief-global`; paid audience targeting setup, see `51-audience-research-global`; competitor study, see `08-competitor-research-global`. 09-customer-insight-global business & ops "},{"slug":"09-insight-khach-hang","kind":"skill","name":"09 insight khach hang","tagline":"Dung khi can hieu khach hang du sau de viet duoc content va chon duoc tep — persona 3 tang, cau noi noi tam, pain map, objection list va ngan hang ngon ngu khach hang lay tu review va inbox that. Kich hoat khi user nhac 'insight khach hang', 'chan dung khach hang', 'customer persona', 'khach hang cua toi la ai', 'khach nghi gi', 'ho mua vi ly do gi'. Khong dung cho — thu thap thong tin khi agency nhan khach moi thi dung skill 20-brief-client-intake; nghien cuu tep de chay ads thi dung skill 51-audience-research.","author":"minhnv0807","license":"MIT","stars":599,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"09 insight khach hang dung khi can hieu khach hang du sau de viet duoc content va chon duoc tep — persona 3 tang, cau noi noi tam, pain map, objection list va ngan hang ngon ngu khach hang lay tu review va inbox that. kich hoat khi user nhac 'insight khach hang', 'chan dung khach hang', 'customer persona', 'khach hang cua toi la ai', 'khach nghi gi', 'ho mua vi ly do gi'. khong dung cho — thu thap thong tin khi agency nhan khach moi thi dung skill 20-brief-client-intake; nghien cuu tep de chay ads thi dung skill 51-audience-research. 09-insight-khach-hang business & ops "},{"slug":"10-reverse-kpi-global","kind":"skill","name":"10 reverse KPI global","tagline":"Use when the user needs to work backward from a revenue goal to the numbers that produce it — required leads, max CPA and CPL, funnel conversion thresholds, and the budget that has to be spent, with three scenarios and currency handling for US, EU, SEA, and LATAM. Trigger on 'reverse KPI', 'how much budget do I need', 'what CPA can I afford', 'work backward from revenue', 'how many leads to hit target', 'break-even ROAS'. Also use when the user names a revenue target and asks whether it is realistic. Not for — splitting an existing budget across channels and months, see `61-budget-planning-global`; a full paid media plan, see `54-media-plan-global`; the period plan, see `00-marketing-plan-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"10 reverse kpi global use when the user needs to work backward from a revenue goal to the numbers that produce it — required leads, max cpa and cpl, funnel conversion thresholds, and the budget that has to be spent, with three scenarios and currency handling for us, eu, sea, and latam. trigger on 'reverse kpi', 'how much budget do i need', 'what cpa can i afford', 'work backward from revenue', 'how many leads to hit target', 'break-even roas'. also use when the user names a revenue target and asks whether it is realistic. not for — splitting an existing budget across channels and months, see `61-budget-planning-global`; a full paid media plan, see `54-media-plan-global`; the period plan, see `00-marketing-plan-global`. 10-reverse-kpi-global business & ops "},{"slug":"10-tinh-kpi-nguoc","kind":"skill","name":"10 tinh KPI nguoc","tagline":"Dung khi can tinh nguoc tu muc tieu doanh thu ra so lead can, CPL toi da va ngan sach phai chi — kem 3 kich ban va nguong healthy tung buoc pheu. Kich hoat khi user nhac 'tinh KPI nguoc', 'CPL toi da la bao nhieu', 'can bao nhieu ngan sach', 'tinh nguoc tu doanh thu', 'muc tieu bao nhieu don', 'break-even ROAS'. Khong dung cho — phan bo ngan sach da co ra tung kenh va thang thi dung skill 61-budget-planning; lap media plan chi tiet theo funnel thi dung skill 54-media-plan.","author":"minhnv0807","license":"MIT","stars":599,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"10 tinh kpi nguoc dung khi can tinh nguoc tu muc tieu doanh thu ra so lead can, cpl toi da va ngan sach phai chi — kem 3 kich ban va nguong healthy tung buoc pheu. kich hoat khi user nhac 'tinh kpi nguoc', 'cpl toi da la bao nhieu', 'can bao nhieu ngan sach', 'tinh nguoc tu doanh thu', 'muc tieu bao nhieu don', 'break-even roas'. khong dung cho — phan bo ngan sach da co ra tung kenh va thang thi dung skill 61-budget-planning; lap media plan chi tiet theo funnel thi dung skill 54-media-plan. 10-tinh-kpi-nguoc data & ai "},{"slug":"11-channel-setup-global","kind":"skill","name":"11 channel setup global","tagline":"Use when the user needs to choose and stand up marketing channels and the tech behind them — channel selection scoring, platform-by-platform setup checklists, business account and verification steps, and integrations, with region priorities: US Meta plus Google plus LinkedIn, EU adding Xing, SEA adding TikTok, Shopee, Lazada and LINE, LATAM adding WhatsApp Business and Mercado Libre. Trigger on 'channel setup', 'which platforms should we be on', 'set up Google Business Profile', 'marketing tech stack', 'we are starting from zero on social', 'connect our accounts'. Not for — conversion tracking and pixels, see `53-tracking-setup-global`; ad account hierarchy, see `52-account-structure-global`; the posting plan once channels exist, see `01-content-calendar-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/sell-live","taskName":"Livestream selling","hay":"11 channel setup global use when the user needs to choose and stand up marketing channels and the tech behind them — channel selection scoring, platform-by-platform setup checklists, business account and verification steps, and integrations, with region priorities: us meta plus google plus linkedin, eu adding xing, sea adding tiktok, shopee, lazada and line, latam adding whatsapp business and mercado libre. trigger on 'channel setup', 'which platforms should we be on', 'set up google business profile', 'marketing tech stack', 'we are starting from zero on social', 'connect our accounts'. not for — conversion tracking and pixels, see `53-tracking-setup-global`; ad account hierarchy, see `52-account-structure-global`; the posting plan once channels exist, see `01-content-calendar-global`. 11-channel-setup-global marketing "},{"slug":"11-thiet-lap-kenh","kind":"skill","name":"11 thiet lap kenh","tagline":"Dung khi can MO va thiet lap kenh marketing tu con so khong — TikTok Brand, Zalo OA, Fanpage, Instagram Business, Google Business Profile, TikTok Shop, tai khoan email: checklist setup 4 giai doan, thong so ky thuat, lien ket cheo va ke hoach 30 ngay dau. Kich hoat khi user nhac 'thiet lap kenh', 'tao fanpage moi', 'dang ky Zalo OA', 'mo TikTok Shop', 'setup kenh tu dau', 'chua co kenh nao het', 'kenh moi lap nen lam gi truoc', 'mo kenh moi'. Khong dung cho — cau truc tai khoan quang cao thi dung skill 52-account-structure; gan pixel va do chuyen doi thi dung skill 53-tracking-setup; len lich dang bai thi dung skill 01-lich-noi-dung; van hanh email va Zalo broadcast thi dung skill 14-email-marketing.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"11 thiet lap kenh dung khi can mo va thiet lap kenh marketing tu con so khong — tiktok brand, zalo oa, fanpage, instagram business, google business profile, tiktok shop, tai khoan email: checklist setup 4 giai doan, thong so ky thuat, lien ket cheo va ke hoach 30 ngay dau. kich hoat khi user nhac 'thiet lap kenh', 'tao fanpage moi', 'dang ky zalo oa', 'mo tiktok shop', 'setup kenh tu dau', 'chua co kenh nao het', 'kenh moi lap nen lam gi truoc', 'mo kenh moi'. khong dung cho — cau truc tai khoan quang cao thi dung skill 52-account-structure; gan pixel va do chuyen doi thi dung skill 53-tracking-setup; len lich dang bai thi dung skill 01-lich-noi-dung; van hanh email va zalo broadcast thi dung skill 14-email-marketing. 11-thiet-lap-kenh marketing "},{"slug":"12-brief-landing-page","kind":"skill","name":"12 brief landing page","tagline":"Dung khi can viet brief de XAY landing page moi hoac trang ban hang moi — cau truc section, copy tung khoi, yeu cau ky thuat, tracking va timeline giao dev. Kich hoat khi user nhac 'brief landing page', 'lam trang ban hang', 'can trang dich', 'thue dev lam landing', 'landing page can gi', 'viet noi dung cho trang'. Khong dung cho — trang DA CHAY ma khong ra don thi dung skill 68-cro-audit-trang; email HTML thi dung skill 49-html-email-template; danh sach asset cho ca campaign thi dung skill 41-campaign-asset-list.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"12 brief landing page dung khi can viet brief de xay landing page moi hoac trang ban hang moi — cau truc section, copy tung khoi, yeu cau ky thuat, tracking va timeline giao dev. kich hoat khi user nhac 'brief landing page', 'lam trang ban hang', 'can trang dich', 'thue dev lam landing', 'landing page can gi', 'viet noi dung cho trang'. khong dung cho — trang da chay ma khong ra don thi dung skill 68-cro-audit-trang; email html thi dung skill 49-html-email-template; danh sach asset cho ca campaign thi dung skill 41-campaign-asset-list. 12-brief-landing-page marketing "},{"slug":"13-data-analysis-global","kind":"skill","name":"13 data analysis global","tagline":"Use when raw data exists — Meta, Google, TikTok, GA4, Shopify, a CRM export, or a spreadsheet — and has to become insight and decisions: descriptive, diagnostic, predictive, and prescriptive layers, cuts by channel, campaign, creative, audience, and time, cohorts, and a decision log. Trigger on 'analyze this data', 'read these numbers for me', 'what does this export say', 'pull insight from GA4', 'cohort analysis', 'here is the spreadsheet'. Also use when the user pastes a table and asks what it means. Not for — diagnosing ad root cause, see `03-performance-eval-global`; writing the report a stakeholder reads, see `07-marketing-report-global`; auditing account setup, see `21-ads-audit-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"data","deptName":"Data & analytics","task":"data/analyse-data","taskName":"Data analysis","hay":"13 data analysis global use when raw data exists — meta, google, tiktok, ga4, shopify, a crm export, or a spreadsheet — and has to become insight and decisions: descriptive, diagnostic, predictive, and prescriptive layers, cuts by channel, campaign, creative, audience, and time, cohorts, and a decision log. trigger on 'analyze this data', 'read these numbers for me', 'what does this export say', 'pull insight from ga4', 'cohort analysis', 'here is the spreadsheet'. also use when the user pastes a table and asks what it means. not for — diagnosing ad root cause, see `03-performance-eval-global`; writing the report a stakeholder reads, see `07-marketing-report-global`; auditing account setup, see `21-ads-audit-global`. 13-data-analysis-global data & ai "},{"slug":"13-phan-tich-du-lieu","kind":"skill","name":"13 phan tich du lieu","tagline":"Dung khi co data tho tu Meta, TikTok, GA4, CRM hay Google Sheet va can bien thanh insight ra quyet dinh duoc — kem decision log ghi quyet dinh, can cu, tac dong ky vong va ngay review lai. Kich hoat khi user nhac 'phan tich du lieu', 'doc so lieu nay', 'export data ra insight', 'so nay noi len dieu gi', 'lam decision log', 'cohort analysis'. Khong dung cho — chan doan tai sao ads kem thi dung skill 03-danh-gia-hieu-suat; viet bao cao trinh bay thi dung skill 07-bao-cao-marketing.","author":"minhnv0807","license":"MIT","stars":599,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"13 phan tich du lieu dung khi co data tho tu meta, tiktok, ga4, crm hay google sheet va can bien thanh insight ra quyet dinh duoc — kem decision log ghi quyet dinh, can cu, tac dong ky vong va ngay review lai. kich hoat khi user nhac 'phan tich du lieu', 'doc so lieu nay', 'export data ra insight', 'so nay noi len dieu gi', 'lam decision log', 'cohort analysis'. khong dung cho — chan doan tai sao ads kem thi dung skill 03-danh-gia-hieu-suat; viet bao cao trinh bay thi dung skill 07-bao-cao-marketing. 13-phan-tich-du-lieu business & ops "},{"slug":"14-email-marketing","kind":"skill","name":"14 email marketing","tagline":"Dung khi can xay chuoi email hoac Zalo OA gui theo kich ban — welcome series, nurture, promotion, win-back: phan tep, luong automation, subject line, tan suat gui, A/B test va KPI open/click. Kich hoat khi user nhac 'email marketing', 'chuoi email tu dong', 'welcome email', 'email nurture', 'broadcast Zalo OA', 'co list ma khong biet gui gi', 'email khong ai mo', 'cham soc khach qua Zalo'. Khong dung cho — code file HTML email chay duoc tren moi client thi dung skill 49-html-email-template; xay he thong giu chan khach da mua thi dung skill 69-giu-chan-khach-hang; thiet ke qua tang doi thong tin lien he thi dung skill 70-lead-magnet.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"14 email marketing dung khi can xay chuoi email hoac zalo oa gui theo kich ban — welcome series, nurture, promotion, win-back: phan tep, luong automation, subject line, tan suat gui, a/b test va kpi open/click. kich hoat khi user nhac 'email marketing', 'chuoi email tu dong', 'welcome email', 'email nurture', 'broadcast zalo oa', 'co list ma khong biet gui gi', 'email khong ai mo', 'cham soc khach qua zalo'. khong dung cho — code file html email chay duoc tren moi client thi dung skill 49-html-email-template; xay he thong giu chan khach da mua thi dung skill 69-giu-chan-khach-hang; thiet ke qua tang doi thong tin lien he thi dung skill 70-lead-magnet. 14-email-marketing marketing "},{"slug":"15-social-listening","kind":"skill","name":"15 social listening","tagline":"Dung khi can theo doi lien tuc nguoi ta noi gi ve thuong hieu, doi thu va nganh tren mang xa hoi — bo tu khoa giam sat, phan loai sac thai, bao cao tuan va thang, canh bao som, chi so brand health. Kich hoat khi user nhac 'social listening', 'theo doi thuong hieu', 'giam sat mang xa hoi', 'brand monitoring', 'khach dang noi gi ve minh', 'do sentiment', 'co ai nhac ten shop khong', 'canh bao som khung hoang'. Khong dung cho — khung hoang DA XAY RA va can xu ly ngay thi dung skill 66-crisis-playbook; mo xe chien luoc mot doi thu cu the thi dung skill 08-nghien-cuu-doi-thu; doc so lieu ads va web thi dung skill 13-phan-tich-du-lieu.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"15 social listening dung khi can theo doi lien tuc nguoi ta noi gi ve thuong hieu, doi thu va nganh tren mang xa hoi — bo tu khoa giam sat, phan loai sac thai, bao cao tuan va thang, canh bao som, chi so brand health. kich hoat khi user nhac 'social listening', 'theo doi thuong hieu', 'giam sat mang xa hoi', 'brand monitoring', 'khach dang noi gi ve minh', 'do sentiment', 'co ai nhac ten shop khong', 'canh bao som khung hoang'. khong dung cho — khung hoang da xay ra va can xu ly ngay thi dung skill 66-crisis-playbook; mo xe chien luoc mot doi thu cu the thi dung skill 08-nghien-cuu-doi-thu; doc so lieu ads va web thi dung skill 13-phan-tich-du-lieu. 15-social-listening marketing "},{"slug":"15-social-listening-global","kind":"skill","name":"15 social listening global","tagline":"Use when the user wants to monitor what is being said about the brand, competitors, and the category — channels and keywords to track, sentiment scoring, weekly and monthly listening reports, brand health metrics, early crisis detection, and content opportunities pulled from real conversations. Trigger on 'social listening', 'brand monitoring', 'sentiment analysis', 'what are people saying about us', 'track our mentions', 'monitor competitors online'. Also use when the user spotted a bad comment thread and wants to know if it is spreading. Not for — responding to a crisis already underway, see `66-crisis-playbook-global`; competitor strategy teardown, see `08-competitor-research-global`; auditing your own posts, see `39-content-audit-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"15 social listening global use when the user wants to monitor what is being said about the brand, competitors, and the category — channels and keywords to track, sentiment scoring, weekly and monthly listening reports, brand health metrics, early crisis detection, and content opportunities pulled from real conversations. trigger on 'social listening', 'brand monitoring', 'sentiment analysis', 'what are people saying about us', 'track our mentions', 'monitor competitors online'. also use when the user spotted a bad comment thread and wants to know if it is spreading. not for — responding to a crisis already underway, see `66-crisis-playbook-global`; competitor strategy teardown, see `08-competitor-research-global`; auditing your own posts, see `39-content-audit-global`. 15-social-listening-global marketing "},{"slug":"16-marketing-psychology","kind":"skill","name":"16 marketing psychology","tagline":"Dung khi can hieu VI SAO nguoi ta mua va ap dung nguyen tac tam ly vao marketing — khan hiem, bang chung xa hoi, cam ket nhat quan, uy tin, co lai, neo gia, ac cam mat mat — kem cach dua vao copy, landing page, email, ads va dieu chinh theo van hoa Viet Nam. Kich hoat khi user nhac 'tam ly khach hang', 'marketing psychology', 'FOMO', 'social proof', 'khan hiem', 'Cialdini', 'lam sao thuyet phuc khach', 'trigger cam xuc', 'khach doc xong van khong hanh dong'. Khong dung cho — viet copy thanh pham thi dung skill 05-copy-quang-cao; dong goi goi ban va bonus thi dung skill 31-offer-design; chan doan mot trang cu the khong ra don thi dung skill 68-cro-audit-trang.","author":"minhnv0807","license":"MIT","stars":599,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"16 marketing psychology dung khi can hieu vi sao nguoi ta mua va ap dung nguyen tac tam ly vao marketing — khan hiem, bang chung xa hoi, cam ket nhat quan, uy tin, co lai, neo gia, ac cam mat mat — kem cach dua vao copy, landing page, email, ads va dieu chinh theo van hoa viet nam. kich hoat khi user nhac 'tam ly khach hang', 'marketing psychology', 'fomo', 'social proof', 'khan hiem', 'cialdini', 'lam sao thuyet phuc khach', 'trigger cam xuc', 'khach doc xong van khong hanh dong'. khong dung cho — viet copy thanh pham thi dung skill 05-copy-quang-cao; dong goi goi ban va bonus thi dung skill 31-offer-design; chan doan mot trang cu the khong ra don thi dung skill 68-cro-audit-trang. 16-marketing-psychology business & ops "},{"slug":"16-marketing-psychology-global","kind":"skill","name":"16 marketing psychology global","tagline":"Use when persuasion principles have to be applied to a specific asset — reciprocity, scarcity, authority, social proof, liking, commitment, and unity mapped onto copy, a landing page, an email, or an ad, each with a hypothesis and a test plan. Trigger on 'marketing psychology', 'Cialdini', 'persuasion principles', 'how do I add urgency', 'make this more convincing', 'behavioral triggers for this page'. Also use when the user asks why people read the whole page and still do not buy. Not for — price framing and margin math, see `17-pricing-strategy-global`; building the offer itself, see `31-offer-design-global`; running the experiment properly, see `19-ab-test-setup-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"16 marketing psychology global use when persuasion principles have to be applied to a specific asset — reciprocity, scarcity, authority, social proof, liking, commitment, and unity mapped onto copy, a landing page, an email, or an ad, each with a hypothesis and a test plan. trigger on 'marketing psychology', 'cialdini', 'persuasion principles', 'how do i add urgency', 'make this more convincing', 'behavioral triggers for this page'. also use when the user asks why people read the whole page and still do not buy. not for — price framing and margin math, see `17-pricing-strategy-global`; building the offer itself, see `31-offer-design-global`; running the experiment properly, see `19-ab-test-setup-global`. 16-marketing-psychology-global business & ops "},{"slug":"17-pricing-strategy","kind":"skill","name":"17 pricing strategy","tagline":"Dung khi can dat gia hoac sua gia san pham va dich vu — chon mo hinh gia, thiet ke bac goi, neo gia, chien thuat giam gia, so sanh gia voi doi thu va cach bay bang gia tren trang. Kich hoat khi user nhac 'dinh gia san pham', 'chien luoc gia', 'pricing', 'nen ban bao nhieu tien', 'chia goi dich vu', 'co nen giam gia khong', 'khach che dat', 'doi thu re hon minh nhieu qua', 'tang gia co mat khach khong'. Khong dung cho — dong goi gia tri, bonus va bao hanh quanh muc gia thi dung skill 31-offer-design; phan bo ngan sach chi cho marketing thi dung skill 61-budget-planning; thiet ke va viet trang bang gia thi dung skill 12-brief-landing-page.","author":"minhnv0807","license":"MIT","stars":599,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"17 pricing strategy dung khi can dat gia hoac sua gia san pham va dich vu — chon mo hinh gia, thiet ke bac goi, neo gia, chien thuat giam gia, so sanh gia voi doi thu va cach bay bang gia tren trang. kich hoat khi user nhac 'dinh gia san pham', 'chien luoc gia', 'pricing', 'nen ban bao nhieu tien', 'chia goi dich vu', 'co nen giam gia khong', 'khach che dat', 'doi thu re hon minh nhieu qua', 'tang gia co mat khach khong'. khong dung cho — dong goi gia tri, bonus va bao hanh quanh muc gia thi dung skill 31-offer-design; phan bo ngan sach chi cho marketing thi dung skill 61-budget-planning; thiet ke va viet trang bang gia thi dung skill 12-brief-landing-page. 17-pricing-strategy sales & ecommerce "},{"slug":"18-referral-program","kind":"skill","name":"18 referral program","tagline":"Dung khi muon khach cu keo khach moi — thiet ke chuong trinh gioi thieu, affiliate, ma moi ban: co che thuong mot chieu hay hai chieu, muc thuong, cach theo doi, chong gian lan va kich ban ra mat chuong trinh. Kich hoat khi user nhac 'chuong trinh gioi thieu', 'referral program', 'affiliate', 'ma moi ban', 'hoa hong gioi thieu', 'word of mouth', 'khach gioi thieu khach', 'CTV ban hang huong hoa hong'. Khong dung cho — giu chan khach cu de ho mua lai thi dung skill 69-giu-chan-khach-hang; xay cong dong quanh thuong hieu ca nhan thi dung skill 28-community-building; thue KOC va creator quay bai thi dung skill 06-brief-ugc-egc.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/run-affiliate","taskName":"Affiliate programs","hay":"18 referral program dung khi muon khach cu keo khach moi — thiet ke chuong trinh gioi thieu, affiliate, ma moi ban: co che thuong mot chieu hay hai chieu, muc thuong, cach theo doi, chong gian lan va kich ban ra mat chuong trinh. kich hoat khi user nhac 'chuong trinh gioi thieu', 'referral program', 'affiliate', 'ma moi ban', 'hoa hong gioi thieu', 'word of mouth', 'khach gioi thieu khach', 'ctv ban hang huong hoa hong'. khong dung cho — giu chan khach cu de ho mua lai thi dung skill 69-giu-chan-khach-hang; xay cong dong quanh thuong hieu ca nhan thi dung skill 28-community-building; thue koc va creator quay bai thi dung skill 06-brief-ugc-egc. 18-referral-program marketing "},{"slug":"18-referral-program-global","kind":"skill","name":"18 referral program global","tagline":"Use when customers should bring other customers — one-way versus two-way incentives, reward structure and economics, trigger moments, referral messaging, tracking and attribution, fraud controls, and anti-spam compliance by region: TCPA for US, GDPR for EU, PDPA for SEA, LGPD for LATAM. Trigger on 'referral program', 'refer a friend', 'word of mouth', 'viral loop', 'how do I get customers to bring friends', 'affiliate rewards'. Also use when the user has happy customers and no system to use them. Not for — running your own community space, see `28-community-building-global`; posting inside third-party communities, see `38-community-seeding-global`; email flow mechanics, see `14-email-marketing-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/run-affiliate","taskName":"Affiliate programs","hay":"18 referral program global use when customers should bring other customers — one-way versus two-way incentives, reward structure and economics, trigger moments, referral messaging, tracking and attribution, fraud controls, and anti-spam compliance by region: tcpa for us, gdpr for eu, pdpa for sea, lgpd for latam. trigger on 'referral program', 'refer a friend', 'word of mouth', 'viral loop', 'how do i get customers to bring friends', 'affiliate rewards'. also use when the user has happy customers and no system to use them. not for — running your own community space, see `28-community-building-global`; posting inside third-party communities, see `38-community-seeding-global`; email flow mechanics, see `14-email-marketing-global`. 18-referral-program-global marketing "},{"slug":"19-ab-test-setup","kind":"skill","name":"19 ab test setup","tagline":"Dung khi can test co ky luat de biet phuong an nao thang that — chon dung mot bien de test, viet gia thuyet, tinh sample size, setup tracking, doc y nghia thong ke va ghi test log cho ads, landing page, email hoac gia. Kich hoat khi user nhac 'A/B test', 'split test', 'test creative', 'test copy', 'test landing', 'chay bao lau moi du ket luan', 'ban nao thang', 'test xong khong biet doc ket qua', 'ket qua co dang tin khong'. Khong dung cho — so dang xau va can chan doan nguyen nhan thi dung skill 03-danh-gia-hieu-suat; nhan ngan sach cho creative da thang thi dung skill 55-scaling-ads; ra soat toan bo trang khong ra don thi dung skill 68-cro-audit-trang.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"19 ab test setup dung khi can test co ky luat de biet phuong an nao thang that — chon dung mot bien de test, viet gia thuyet, tinh sample size, setup tracking, doc y nghia thong ke va ghi test log cho ads, landing page, email hoac gia. kich hoat khi user nhac 'a/b test', 'split test', 'test creative', 'test copy', 'test landing', 'chay bao lau moi du ket luan', 'ban nao thang', 'test xong khong biet doc ket qua', 'ket qua co dang tin khong'. khong dung cho — so dang xau va can chan doan nguyen nhan thi dung skill 03-danh-gia-hieu-suat; nhan ngan sach cho creative da thang thi dung skill 55-scaling-ads; ra soat toan bo trang khong ra don thi dung skill 68-cro-audit-trang. 19-ab-test-setup marketing "},{"slug":"19-ab-test-setup-global","kind":"skill","name":"19 ab test setup global","tagline":"Use when the user wants a VALID experiment instead of a guess — hypothesis, one variable, sample size and runtime math, statistical significance, primary versus secondary metrics, multi-arm designs, and a results template, across Optimizely, VWO, and native Meta and Google tests. Trigger on 'A/B test', 'split test', 'how long should I run the test', 'is this result significant', 'test two versions', 'which creative is actually better'. Also use when a winner was declared after two days on tiny numbers. Not for — scaling the proven winner, see `55-scaling-ads-global`; analyzing data already collected, see `13-data-analysis-global`; auditing the account, see `21-ads-audit-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/run-experiment","taskName":"A/B testing","hay":"19 ab test setup global use when the user wants a valid experiment instead of a guess — hypothesis, one variable, sample size and runtime math, statistical significance, primary versus secondary metrics, multi-arm designs, and a results template, across optimizely, vwo, and native meta and google tests. trigger on 'a/b test', 'split test', 'how long should i run the test', 'is this result significant', 'test two versions', 'which creative is actually better'. also use when a winner was declared after two days on tiny numbers. not for — scaling the proven winner, see `55-scaling-ads-global`; analyzing data already collected, see `13-data-analysis-global`; auditing the account, see `21-ads-audit-global`. 19-ab-test-setup-global marketing "},{"slug":"20-brief-client-intake","kind":"skill","name":"20 brief client intake","tagline":"Dung khi agency hoac freelancer nhan khach moi va can CHINH KHACH DIEN thong tin dau vao — form 11 phan ve san pham, muc tieu, ngan sach, kenh dang chay, doi thu, tai san san co, kem 20 ban toi uu theo tung nganh. Kich hoat khi user nhac 'brief khach hang', 'client intake', 'form khach dien', 'nhan khach moi', 'hoi khach nhung gi', 'chua biet gi ve khach', 'onboard khach hang moi', 'questionnaire cho khach'. Khong dung cho — tao file context noi bo cho san pham cua chinh minh thi dung skill product-marketing-context; dao sau insight khach hang cuoi thi dung skill 09-insight-khach-hang; brief NGUOC ra cho agency hoac vendor lam thi dung skill 67-agency-vendor-brief.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"20 brief client intake dung khi agency hoac freelancer nhan khach moi va can chinh khach dien thong tin dau vao — form 11 phan ve san pham, muc tieu, ngan sach, kenh dang chay, doi thu, tai san san co, kem 20 ban toi uu theo tung nganh. kich hoat khi user nhac 'brief khach hang', 'client intake', 'form khach dien', 'nhan khach moi', 'hoi khach nhung gi', 'chua biet gi ve khach', 'onboard khach hang moi', 'questionnaire cho khach'. khong dung cho — tao file context noi bo cho san pham cua chinh minh thi dung skill product-marketing-context; dao sau insight khach hang cuoi thi dung skill 09-insight-khach-hang; brief nguoc ra cho agency hoac vendor lam thi dung skill 67-agency-vendor-brief. 20-brief-client-intake uncategorised "},{"slug":"20-client-intake-brief-global","kind":"skill","name":"20 client intake brief global","tagline":"Use when an agency or freelancer takes on a NEW client and needs everything up front — an 11-section intake covering business overview, audience, current marketing, goals, budget, timeline, brand assets, approval process, and success criteria, written for the client to fill in and return. Trigger on 'client intake', 'agency brief', 'onboard a new client', 'discovery call template', 'what should I ask a new client', 'kickoff questionnaire'. Also use when the user just signed someone and does not know where to begin. Not for — the internal context file the skills read, see `product-marketing-context-global`; the plan built from the answers, see `00-marketing-plan-global`; briefing an outside vendor, see `67-agency-vendor-brief-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"20 client intake brief global use when an agency or freelancer takes on a new client and needs everything up front — an 11-section intake covering business overview, audience, current marketing, goals, budget, timeline, brand assets, approval process, and success criteria, written for the client to fill in and return. trigger on 'client intake', 'agency brief', 'onboard a new client', 'discovery call template', 'what should i ask a new client', 'kickoff questionnaire'. also use when the user just signed someone and does not know where to begin. not for — the internal context file the skills read, see `product-marketing-context-global`; the plan built from the answers, see `00-marketing-plan-global`; briefing an outside vendor, see `67-agency-vendor-brief-global`. 20-client-intake-brief-global uncategorised "},{"slug":"21-audit-ads-performance","kind":"skill","name":"21 audit ads performance","tagline":"Dung khi can ra soat CAU HINH tai khoan quang cao mot cach he thong — 6 khau tu account, campaign, adset, creative, landing den tracking, cham Health Score 0-100 va liet ke Quick Wins. Kich hoat khi user nhac 'audit tai khoan ads', 'kiem tra tai khoan quang cao', 'health score ads', 'tai khoan chay kem qua', 'setup ads co dung khong', 'review tai khoan Meta'. Ho tro Meta, TikTok, Google, Zalo Ads. Khong dung cho — chan doan nhanh tai sao so xau thi dung skill 03-danh-gia-hieu-suat; lap ngan sach ky moi thi dung skill 54-media-plan.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"21 audit ads performance dung khi can ra soat cau hinh tai khoan quang cao mot cach he thong — 6 khau tu account, campaign, adset, creative, landing den tracking, cham health score 0-100 va liet ke quick wins. kich hoat khi user nhac 'audit tai khoan ads', 'kiem tra tai khoan quang cao', 'health score ads', 'tai khoan chay kem qua', 'setup ads co dung khong', 'review tai khoan meta'. ho tro meta, tiktok, google, zalo ads. khong dung cho — chan doan nhanh tai sao so xau thi dung skill 03-danh-gia-hieu-suat; lap ngan sach ky moi thi dung skill 54-media-plan. 21-audit-ads-performance business & ops "},{"slug":"22-personal-brand-context","kind":"skill","name":"22 personal brand context","tagline":"Dung khi bat dau xay thuong hieu CA NHAN cho mot con nguoi cu the — founder, coach, creator: skill nay tao file .agents/personal-brand-context.md gom dinh vi ca nhan, niche, story arc, content pillar, chan dung nguoi theo doi, brand voice, visual identity va kho anh reference. Chay MOT LAN truoc moi skill personal brand 23-28. Kich hoat khi user nhac 'thuong hieu ca nhan', 'personal brand', 'ho so ca nhan', 'founder context', 'coach context', 'creator context', 'muon xay hinh anh ca nhan', 'bat dau lam personal brand'. Khong dung cho — thuong hieu DOANH NGHIEP hoac san pham thi dung skill product-marketing-context; dinh vi cong ty tren thi truong thi dung skill 58-positioning.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"22 personal brand context dung khi bat dau xay thuong hieu ca nhan cho mot con nguoi cu the — founder, coach, creator: skill nay tao file .agents/personal-brand-context.md gom dinh vi ca nhan, niche, story arc, content pillar, chan dung nguoi theo doi, brand voice, visual identity va kho anh reference. chay mot lan truoc moi skill personal brand 23-28. kich hoat khi user nhac 'thuong hieu ca nhan', 'personal brand', 'ho so ca nhan', 'founder context', 'coach context', 'creator context', 'muon xay hinh anh ca nhan', 'bat dau lam personal brand'. khong dung cho — thuong hieu doanh nghiep hoac san pham thi dung skill product-marketing-context; dinh vi cong ty tren thi truong thi dung skill 58-positioning. 22-personal-brand-context marketing "},{"slug":"22-personal-brand-context-global","kind":"skill","name":"22 personal brand context global","tagline":"Use when starting work on a PERSONAL brand — a founder, coach, or creator, not a company: creates `.agents/personal-brand-context-global.md` covering story, expertise, audience, positioning, platforms, visual identity, and the asset inventory of style refs, face refs, logo, palette, and background, with region variants for US, EU, SEA, and LATAM. Skills 23 to 28 read it first. Trigger on 'personal brand setup', 'set up my founder brand', 'coach personal brand context', 'creator profile setup', 'the AI does not know my story', 'build my personal brand from zero'. Not for — a company or product brand, see `00-marketing-plan-global` and `product-marketing-context-global`; the 12-month strategy built on this, see `23-personal-brand-strategy-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"22 personal brand context global use when starting work on a personal brand — a founder, coach, or creator, not a company: creates `.agents/personal-brand-context-global.md` covering story, expertise, audience, positioning, platforms, visual identity, and the asset inventory of style refs, face refs, logo, palette, and background, with region variants for us, eu, sea, and latam. skills 23 to 28 read it first. trigger on 'personal brand setup', 'set up my founder brand', 'coach personal brand context', 'creator profile setup', 'the ai does not know my story', 'build my personal brand from zero'. not for — a company or product brand, see `00-marketing-plan-global` and `product-marketing-context-global`; the 12-month strategy built on this, see `23-personal-brand-strategy-global`. 22-personal-brand-context-global business & ops "},{"slug":"23-personal-brand-strategy","kind":"skill","name":"23 personal brand strategy","tagline":"Dung khi mot CA NHAN — founder, coach, creator — can chien luoc thuong hieu ca nhan 12 thang: chon niche, positioning statement ca nhan, story arc 3 chuong, 4 content pillar, thang authority 5 nac va lo trinh tang truong theo quy. Doc file context tu skill 22 truoc khi viet. Kich hoat khi user nhac 'chien luoc personal brand', 'dinh vi ca nhan', 'chon niche', 'content pillar ca nhan', 'story arc', 'founder positioning', 'toi nen noi ve chu de gi', 'xay hinh anh chuyen gia'. Khong dung cho — dinh vi cho DOANH NGHIEP hay san pham thi dung skill 58-positioning; ke hoach marketing cong ty thi dung skill 00-ke-hoach-mkt; tao file context ca nhan lan dau thi chay skill 22-personal-brand-context truoc.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"23 personal brand strategy dung khi mot ca nhan — founder, coach, creator — can chien luoc thuong hieu ca nhan 12 thang: chon niche, positioning statement ca nhan, story arc 3 chuong, 4 content pillar, thang authority 5 nac va lo trinh tang truong theo quy. doc file context tu skill 22 truoc khi viet. kich hoat khi user nhac 'chien luoc personal brand', 'dinh vi ca nhan', 'chon niche', 'content pillar ca nhan', 'story arc', 'founder positioning', 'toi nen noi ve chu de gi', 'xay hinh anh chuyen gia'. khong dung cho — dinh vi cho doanh nghiep hay san pham thi dung skill 58-positioning; ke hoach marketing cong ty thi dung skill 00-ke-hoach-mkt; tao file context ca nhan lan dau thi chay skill 22-personal-brand-context truoc. 23-personal-brand-strategy marketing "},{"slug":"23-personal-brand-strategy-global","kind":"skill","name":"23 personal brand strategy global","tagline":"Use when a PERSONAL brand — founder, coach, or creator — needs a 12-month strategy: niche selection with Ikigai and a 3x3 matrix, positioning statement, a three-chapter story arc, four content pillars with 28 topics, a five-stage authority ladder, and a Q1 to Q4 growth plan. Trigger on 'personal brand strategy', 'founder brand plan', 'coach positioning', 'creator strategy', 'what niche should I own', 'I post constantly and nothing compounds'. Also use when the user has followers and no direction. Not for — a company brand, see `58-positioning-global` and `00-marketing-plan-global`; the context file this reads first, see `22-personal-brand-context-global`; turning it into revenue, see `27-personal-brand-monetize-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"23 personal brand strategy global use when a personal brand — founder, coach, or creator — needs a 12-month strategy: niche selection with ikigai and a 3x3 matrix, positioning statement, a three-chapter story arc, four content pillars with 28 topics, a five-stage authority ladder, and a q1 to q4 growth plan. trigger on 'personal brand strategy', 'founder brand plan', 'coach positioning', 'creator strategy', 'what niche should i own', 'i post constantly and nothing compounds'. also use when the user has followers and no direction. not for — a company brand, see `58-positioning-global` and `00-marketing-plan-global`; the context file this reads first, see `22-personal-brand-context-global`; turning it into revenue, see `27-personal-brand-monetize-global`. 23-personal-brand-strategy-global business & ops "},{"slug":"24-ai-avatar-production","kind":"skill","name":"24 AI avatar production","tagline":"Dung khi mot CA NHAN muon len hinh bang AI thay vi tu quay — pipeline avatar AI: 3 tier cong cu, 4 workflow gom avatar don, dich da ngon ngu, san xuat hang loat va hybrid nguoi that cong AI; nhan anh reference de tao prompt avatar; thay mat, style, logo; ghep voice clone; tranh bi nen tang danh dau; cong bo AI theo Nghi dinh 147/2024 va QA 100 diem. Cong cu HeyGen, Synthesia, ElevenLabs, Captions, Vbee. Kich hoat khi user nhac 'tao avatar AI', 'video HeyGen', 'talking head AI', 'lam video ma ngai lo mat', 'batch video AI', 'dich video sang tieng Anh', 'prompt avatar'. Khong dung cho — clone giong cho podcast va audio thi dung skill 25-voice-clone-podcast; viet loi thoai video thi dung skill 04-script-video; anh tinh thi dung skill 30-thiet-ke-master.","author":"minhnv0807","license":"MIT","stars":599,"dept":"media","deptName":"Content creator","task":"media/make-portrait","taskName":"Portraits & people","hay":"24 ai avatar production dung khi mot ca nhan muon len hinh bang ai thay vi tu quay — pipeline avatar ai: 3 tier cong cu, 4 workflow gom avatar don, dich da ngon ngu, san xuat hang loat va hybrid nguoi that cong ai; nhan anh reference de tao prompt avatar; thay mat, style, logo; ghep voice clone; tranh bi nen tang danh dau; cong bo ai theo nghi dinh 147/2024 va qa 100 diem. cong cu heygen, synthesia, elevenlabs, captions, vbee. kich hoat khi user nhac 'tao avatar ai', 'video heygen', 'talking head ai', 'lam video ma ngai lo mat', 'batch video ai', 'dich video sang tieng anh', 'prompt avatar'. khong dung cho — clone giong cho podcast va audio thi dung skill 25-voice-clone-podcast; viet loi thoai video thi dung skill 04-script-video; anh tinh thi dung skill 30-thiet-ke-master. 24-ai-avatar-production creator "},{"slug":"24-ai-avatar-production-global","kind":"skill","name":"24 AI avatar production global","tagline":"Use when a PERSONAL brand needs AI avatar video at scale — three tool tiers, four workflows for single avatar, translation, batch, and hybrid, reference image intake, face, style, logo, and palette replacement, voice clone pairing, anti-detection, and a QA score, with disclosure-law variants for US FTC, EU AI Act, SEA, and LATAM, covering HeyGen and Synthesia. Trigger on 'AI avatar', 'HeyGen video', 'Synthesia', 'talking head AI video', 'translate my videos with AI', 'I cannot be on camera every day'. Not for — the words the avatar says, see `04-script-video-global`; audio-only voice clone and podcast, see `25-voice-clone-podcast-global`; a company product video edit, see `44-video-editor-brief-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"24 ai avatar production global use when a personal brand needs ai avatar video at scale — three tool tiers, four workflows for single avatar, translation, batch, and hybrid, reference image intake, face, style, logo, and palette replacement, voice clone pairing, anti-detection, and a qa score, with disclosure-law variants for us ftc, eu ai act, sea, and latam, covering heygen and synthesia. trigger on 'ai avatar', 'heygen video', 'synthesia', 'talking head ai video', 'translate my videos with ai', 'i cannot be on camera every day'. not for — the words the avatar says, see `04-script-video-global`; audio-only voice clone and podcast, see `25-voice-clone-podcast-global`; a company product video edit, see `44-video-editor-brief-global`. 24-ai-avatar-production-global creator "},{"slug":"25-voice-clone-podcast","kind":"skill","name":"25 voice clone podcast","tagline":"Dung khi mot CA NHAN can AM THANH bang AI — clone giong noi, lam podcast, audiobook, voiceover cho video: 3 use case gom voiceover ngan cho TikTok va Reels, podcast 30-60 phut, audiobook; quy trinh thu mau giong, chinh cam xuc va toc do, cong bo dung luat, tai su dung 1 podcast thanh 10 clip ngan. Kich hoat khi user nhac 'voice clone', 'clone giong noi', 'ElevenLabs', 'lam podcast', 'audio AI', 'voiceover AI', 'ngai thu am moi ngay', 'cat podcast ra clip ngan'. Khong dung cho — video co hinh anh nguoi hoac avatar thi dung skill 24-ai-avatar-production; viet loi thoai va hook noi thi dung skill 04-script-video; viet bai dai dang chu thi dung skill 26-thought-leadership-content.","author":"minhnv0807","license":"MIT","stars":599,"dept":"media","deptName":"Content creator","task":"media/make-podcast","taskName":"Podcast & newsletter","hay":"25 voice clone podcast dung khi mot ca nhan can am thanh bang ai — clone giong noi, lam podcast, audiobook, voiceover cho video: 3 use case gom voiceover ngan cho tiktok va reels, podcast 30-60 phut, audiobook; quy trinh thu mau giong, chinh cam xuc va toc do, cong bo dung luat, tai su dung 1 podcast thanh 10 clip ngan. kich hoat khi user nhac 'voice clone', 'clone giong noi', 'elevenlabs', 'lam podcast', 'audio ai', 'voiceover ai', 'ngai thu am moi ngay', 'cat podcast ra clip ngan'. khong dung cho — video co hinh anh nguoi hoac avatar thi dung skill 24-ai-avatar-production; viet loi thoai va hook noi thi dung skill 04-script-video; viet bai dai dang chu thi dung skill 26-thought-leadership-content. 25-voice-clone-podcast creator "},{"slug":"25-voice-clone-podcast-global","kind":"skill","name":"25 voice clone podcast global","tagline":"Use when a PERSONAL brand needs AUDIO — voice cloning with ElevenLabs, Murf, or PlayHT, podcast production, audiobooks, and voiceover: short voiceover for TikTok and Reels, a 30 to 60 minute podcast format, and a 1-to-10 repurpose turning one episode into ten clips, in English with US, UK, AU, and SG accents. Trigger on 'voice clone', 'ElevenLabs', 'start a podcast', 'audiobook narration', 'AI voiceover for my videos', 'I hate re-recording the same intro'. Not for — video with a talking-head avatar, see `24-ai-avatar-production-global`; the script being read aloud, see `04-script-video-global`; written long-form posts, see `26-thought-leadership-content-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"media","deptName":"Content creator","task":"media/caption-subtitle","taskName":"Captions & subs","hay":"25 voice clone podcast global use when a personal brand needs audio — voice cloning with elevenlabs, murf, or playht, podcast production, audiobooks, and voiceover: short voiceover for tiktok and reels, a 30 to 60 minute podcast format, and a 1-to-10 repurpose turning one episode into ten clips, in english with us, uk, au, and sg accents. trigger on 'voice clone', 'elevenlabs', 'start a podcast', 'audiobook narration', 'ai voiceover for my videos', 'i hate re-recording the same intro'. not for — video with a talking-head avatar, see `24-ai-avatar-production-global`; the script being read aloud, see `04-script-video-global`; written long-form posts, see `26-thought-leadership-content-global`. 25-voice-clone-podcast-global creator "},{"slug":"26-thought-leadership-content","kind":"skill","name":"26 thought leadership content","tagline":"Dung khi mot CA NHAN can viet BAI DAI de xay uy tin, khong phai copy ban hang — 3 cau truc chuan cho thi truong VN gom PAS-Insight cho founder, Story-Lesson-CTA cho coach, Hook-List-Reveal cho creator; 6 cong thuc hook long-form; ky thuat nhip cau; do dai theo nen tang LinkedIn, Facebook, newsletter; ma tran tai su dung 1:5. Kich hoat khi user nhac 'viet bai LinkedIn', 'thought leadership', 'long form post', 'newsletter ca nhan', 'viet bai chuyen sau', 'khong biet viet gi tren trang ca nhan', 'muon duoc coi la chuyen gia'. Khong dung cho — copy quang cao tra tien thi dung skill 05-copy-quang-cao; caption ngan cho fanpage doanh nghiep thi dung skill 37-caption-social; kich ban video ngan thi dung skill 04-script-video.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"26 thought leadership content dung khi mot ca nhan can viet bai dai de xay uy tin, khong phai copy ban hang — 3 cau truc chuan cho thi truong vn gom pas-insight cho founder, story-lesson-cta cho coach, hook-list-reveal cho creator; 6 cong thuc hook long-form; ky thuat nhip cau; do dai theo nen tang linkedin, facebook, newsletter; ma tran tai su dung 1:5. kich hoat khi user nhac 'viet bai linkedin', 'thought leadership', 'long form post', 'newsletter ca nhan', 'viet bai chuyen sau', 'khong biet viet gi tren trang ca nhan', 'muon duoc coi la chuyen gia'. khong dung cho — copy quang cao tra tien thi dung skill 05-copy-quang-cao; caption ngan cho fanpage doanh nghiep thi dung skill 37-caption-social; kich ban video ngan thi dung skill 04-script-video. 26-thought-leadership-content marketing "},{"slug":"26-thought-leadership-content-global","kind":"skill","name":"26 thought leadership content global","tagline":"Use when a PERSONAL brand needs long-form WRITTEN content that builds authority rather than sells — LinkedIn posts, X threads, Substack and Medium essays, using PAS-Insight for founders, Story-Lesson-CTA for coaches, and Hook-List-Reveal for creators, with six hook formulas and a 1-to-5 repurpose. Trigger on 'LinkedIn post', 'thought leadership', 'write a Twitter thread', 'newsletter essay', 'Substack post', 'I want to be known for this topic'. Also use when the user has an opinion and wants it turned into a post. Not for — company brand captions, see `37-social-caption-global`; paid ad copy, see `05-ad-copy-global`; short video scripts, see `04-script-video-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"26 thought leadership content global use when a personal brand needs long-form written content that builds authority rather than sells — linkedin posts, x threads, substack and medium essays, using pas-insight for founders, story-lesson-cta for coaches, and hook-list-reveal for creators, with six hook formulas and a 1-to-5 repurpose. trigger on 'linkedin post', 'thought leadership', 'write a twitter thread', 'newsletter essay', 'substack post', 'i want to be known for this topic'. also use when the user has an opinion and wants it turned into a post. not for — company brand captions, see `37-social-caption-global`; paid ad copy, see `05-ad-copy-global`; short video scripts, see `04-script-video-global`. 26-thought-leadership-content-global marketing "},{"slug":"28-community-building","kind":"skill","name":"28 community building","tagline":"Dung khi mot CA NHAN muon xay CONG DONG quanh minh — Zalo Group, Telegram, Facebook Group, Skool, Mighty Networks, Discord: blueprint 3 lop public / member / inner, luong onboarding 7 ngay, nghi thuc tuong tac hang tuan, playbook kiem duyet, chi so kich hoat va cac loi thuong gap o VN. Kich hoat khi user nhac 'xay cong dong', 'Zalo group', 'Facebook group rieng', 'Skool community', 'membership site', 'group im lang khong ai noi', 'gom nguoi theo doi vao mot cho'. Khong dung cho — kiem tien tu cong dong thi dung skill 27-personal-brand-monetize; rai seeding duoi bai dang thi dung skill 38-seeding-plan; giu chan khach da mua cua doanh nghiep thi dung skill 69-giu-chan-khach-hang.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"28 community building dung khi mot ca nhan muon xay cong dong quanh minh — zalo group, telegram, facebook group, skool, mighty networks, discord: blueprint 3 lop public / member / inner, luong onboarding 7 ngay, nghi thuc tuong tac hang tuan, playbook kiem duyet, chi so kich hoat va cac loi thuong gap o vn. kich hoat khi user nhac 'xay cong dong', 'zalo group', 'facebook group rieng', 'skool community', 'membership site', 'group im lang khong ai noi', 'gom nguoi theo doi vao mot cho'. khong dung cho — kiem tien tu cong dong thi dung skill 27-personal-brand-monetize; rai seeding duoi bai dang thi dung skill 38-seeding-plan; giu chan khach da mua cua doanh nghiep thi dung skill 69-giu-chan-khach-hang. 28-community-building marketing "},{"slug":"28-community-building-global","kind":"skill","name":"28 community building global","tagline":"Use when a PERSONAL brand needs its OWN community — Skool, Mighty Networks, Discord, Circle, or Slack: a three-layer public, member, and inner-circle blueprint, seven-day onboarding, engagement rituals, a moderation playbook, and activation metrics. Trigger on 'build a community', 'Skool community', 'Mighty Networks setup', 'Discord for my audience', 'paid community', 'my group is dead and nobody posts'. Also use when the user has members and no reason for them to come back. Not for — posting inside communities you do NOT own, see `38-community-seeding-global`; pricing and packaging the membership, see `27-personal-brand-monetize-global`; referral loops, see `18-referral-program-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"28 community building global use when a personal brand needs its own community — skool, mighty networks, discord, circle, or slack: a three-layer public, member, and inner-circle blueprint, seven-day onboarding, engagement rituals, a moderation playbook, and activation metrics. trigger on 'build a community', 'skool community', 'mighty networks setup', 'discord for my audience', 'paid community', 'my group is dead and nobody posts'. also use when the user has members and no reason for them to come back. not for — posting inside communities you do not own, see `38-community-seeding-global`; pricing and packaging the membership, see `27-personal-brand-monetize-global`; referral loops, see `18-referral-program-global`. 28-community-building-global marketing "},{"slug":"29-xuat-khau-b2b","kind":"skill","name":"29 xuat khau B2B","tagline":"Dung khi doanh nghiep Viet Nam muon ban ra NUOC NGOAI theo duong B2B — ho so nang luc tieng Anh, chon thi truong muc tieu, pitch deck cho buyer, email chao hang quoc te, chuan bi hoi cho thuong mai va kenh Alibaba, Amazon Business. Kich hoat khi user nhac 'xuat khau', 'ban hang nuoc ngoai', 'tim buyer quoc te', 'company profile tieng Anh', 'email chao hang export', 'di hoi cho thuong mai', 'khach nuoc ngoai hoi gia', 'lam sao co don hang xuat khau'. Khong dung cho — tim va nuoi lead B2B trong nuoc thi dung skill 33-b2b-lead-gen; bo tai lieu ban hang va pipeline thi dung skill 71-sales-enablement; chuoi email nuoi duong thi dung skill 14-email-marketing.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"29 xuat khau b2b dung khi doanh nghiep viet nam muon ban ra nuoc ngoai theo duong b2b — ho so nang luc tieng anh, chon thi truong muc tieu, pitch deck cho buyer, email chao hang quoc te, chuan bi hoi cho thuong mai va kenh alibaba, amazon business. kich hoat khi user nhac 'xuat khau', 'ban hang nuoc ngoai', 'tim buyer quoc te', 'company profile tieng anh', 'email chao hang export', 'di hoi cho thuong mai', 'khach nuoc ngoai hoi gia', 'lam sao co don hang xuat khau'. khong dung cho — tim va nuoi lead b2b trong nuoc thi dung skill 33-b2b-lead-gen; bo tai lieu ban hang va pipeline thi dung skill 71-sales-enablement; chuoi email nuoi duong thi dung skill 14-email-marketing. 29-xuat-khau-b2b uncategorised "},{"slug":"30-design-master-global","kind":"skill","name":"30 design master global","tagline":"Use when the user wants a marketing image GENERATED or an image prompt written — personal brand portraits, logos and monograms, campaign key visuals, day-to-day social graphics, editorial art, infographics, web hero mockups, and quote graphics. Reads brand identity from project context, composes an on-brand prompt, generates via gpt-image-2 when an API key exists, otherwise outputs paste-ready prompts for DALL-E 3, MidJourney, Leonardo, or Ideogram. Trigger on 'design an image', 'make me a logo', 'MidJourney prompt', 'key visual for the campaign', 'generate a graphic for this post', 'I need a visual and have no designer'. Not for — briefing a human designer on a static, see `42-image-brief-global`; a slide sequence, see `43-carousel-brief-global`; the brand rules themselves, see `46-brand-guideline-global`; scoring a finished design, see `47-design-review-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"30 design master global use when the user wants a marketing image generated or an image prompt written — personal brand portraits, logos and monograms, campaign key visuals, day-to-day social graphics, editorial art, infographics, web hero mockups, and quote graphics. reads brand identity from project context, composes an on-brand prompt, generates via gpt-image-2 when an api key exists, otherwise outputs paste-ready prompts for dall-e 3, midjourney, leonardo, or ideogram. trigger on 'design an image', 'make me a logo', 'midjourney prompt', 'key visual for the campaign', 'generate a graphic for this post', 'i need a visual and have no designer'. not for — briefing a human designer on a static, see `42-image-brief-global`; a slide sequence, see `43-carousel-brief-global`; the brand rules themselves, see `46-brand-guideline-global`; scoring a finished design, see `47-design-review-global`. 30-design-master-global marketing "},{"slug":"30-thiet-ke-master","kind":"skill","name":"30 thiet ke master","tagline":"Dung khi can TAO RA anh hoac prompt anh bang AI — anh thuong hieu ca nhan, logo, key visual campaign, anh dang hang ngay, editorial, infographic, mockup web, quote graphic. Tu doc brand identity trong context roi dung prompt, gen anh hoac xuat prompt cho MidJourney, DALL-E, Imagen, Leonardo. Co che do nhan anh reference va tra ve master prompt copy-paste duoc. Kich hoat khi user nhac 'thiet ke anh', 'lam logo', 've banner', 'prompt MidJourney', 'tao key visual', 'lam anh giong anh nay', 'gen anh AI', 'doi mau thuong hieu tren anh'. Khong dung cho — viet brief giao designer lam thi dung skill 42-brief-hinh-anh; quy trinh asset ca campaign thi dung skill 41-campaign-asset-list; video avatar AI thi dung skill 24-ai-avatar-production; UI wireframe tuong tac thi dung web-prototype; animation thi dung motion-frames.","author":"minhnv0807","license":"MIT","stars":599,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"30 thiet ke master dung khi can tao ra anh hoac prompt anh bang ai — anh thuong hieu ca nhan, logo, key visual campaign, anh dang hang ngay, editorial, infographic, mockup web, quote graphic. tu doc brand identity trong context roi dung prompt, gen anh hoac xuat prompt cho midjourney, dall-e, imagen, leonardo. co che do nhan anh reference va tra ve master prompt copy-paste duoc. kich hoat khi user nhac 'thiet ke anh', 'lam logo', 've banner', 'prompt midjourney', 'tao key visual', 'lam anh giong anh nay', 'gen anh ai', 'doi mau thuong hieu tren anh'. khong dung cho — viet brief giao designer lam thi dung skill 42-brief-hinh-anh; quy trinh asset ca campaign thi dung skill 41-campaign-asset-list; video avatar ai thi dung skill 24-ai-avatar-production; ui wireframe tuong tac thi dung web-prototype; animation thi dung motion-frames. 30-thiet-ke-master design & ui "},{"slug":"31-offer-design","kind":"skill","name":"31 offer design","tagline":"Dung khi goi ban chua du hap dan va can dong goi lai — value stack, bonus, bao hanh va dao nguoc rui ro, ly do gap rut co that, cau truc upsell va downsell, dong goi dich vu thanh san pham ban duoc. Kich hoat khi user nhac 'thiet ke offer', 'offer khong convert', 'value stack', 'bonus stack', 'guarantee', 'risk reversal', 'upsell downsell', 'goi coaching', 'khach thay dat qua', 'ban gi thi khach moi mua'. Khong dung cho — chon con so gia va bac goi thi dung skill 17-pricing-strategy; offer MIEN PHI de doi thong tin lien he thi dung skill 70-lead-magnet; viet copy ban offer da chot thi dung skill 05-copy-quang-cao.","author":"minhnv0807","license":"MIT","stars":599,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"31 offer design dung khi goi ban chua du hap dan va can dong goi lai — value stack, bonus, bao hanh va dao nguoc rui ro, ly do gap rut co that, cau truc upsell va downsell, dong goi dich vu thanh san pham ban duoc. kich hoat khi user nhac 'thiet ke offer', 'offer khong convert', 'value stack', 'bonus stack', 'guarantee', 'risk reversal', 'upsell downsell', 'goi coaching', 'khach thay dat qua', 'ban gi thi khach moi mua'. khong dung cho — chon con so gia va bac goi thi dung skill 17-pricing-strategy; offer mien phi de doi thong tin lien he thi dung skill 70-lead-magnet; viet copy ban offer da chot thi dung skill 05-copy-quang-cao. 31-offer-design sales & ecommerce "},{"slug":"31-offer-design-global","kind":"skill","name":"31 offer design global","tagline":"Use when the WHAT being sold needs work, not the price and not the copy — core promise, value stack, bonuses, guarantee and risk reversal, honest scarcity and urgency, tier packaging, upsell and downsell paths, and high-ticket or productized service structures. Trigger on 'design an offer', 'irresistible offer', 'value stack', 'add a guarantee', 'my offer is not converting', 'people say it is too expensive'. Also use when traffic and copy are fine and nobody is buying anyway. Not for — the number on the price tag, see `17-pricing-strategy-global`; the ad text selling it, see `05-ad-copy-global`; the page it sits on, see `12-landing-page-brief-global`; the launch sequence, see `59-go-to-market-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"31 offer design global use when the what being sold needs work, not the price and not the copy — core promise, value stack, bonuses, guarantee and risk reversal, honest scarcity and urgency, tier packaging, upsell and downsell paths, and high-ticket or productized service structures. trigger on 'design an offer', 'irresistible offer', 'value stack', 'add a guarantee', 'my offer is not converting', 'people say it is too expensive'. also use when traffic and copy are fine and nobody is buying anyway. not for — the number on the price tag, see `17-pricing-strategy-global`; the ad text selling it, see `05-ad-copy-global`; the page it sits on, see `12-landing-page-brief-global`; the launch sequence, see `59-go-to-market-global`. 31-offer-design-global sales & ecommerce "},{"slug":"32-seo-growth","kind":"skill","name":"32 SEO growth","tagline":"Khi nguoi dung muon tang traffic tu SEO, AI SEO, GEO/AEO, Google, ChatGPT, Perplexity, schema, structured data, llms.txt, programmatic SEO, local SEO, directory submissions, Product Hunt, G2/Capterra, backlinks, hoac audit website khong len top. Dung cho 'SEO audit', 'AI search visibility', 'duoc AI trich dan', 'schema markup', 'pSEO', 'local SEO', 'submit directory', 'backlink plan'. Khong dung cho setup Google Business Profile lan dau — dung skill 11-thiet-lap-kenh; khong dung cho viet noi dung bai — dung 36-content-brief.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"32 seo growth khi nguoi dung muon tang traffic tu seo, ai seo, geo/aeo, google, chatgpt, perplexity, schema, structured data, llms.txt, programmatic seo, local seo, directory submissions, product hunt, g2/capterra, backlinks, hoac audit website khong len top. dung cho 'seo audit', 'ai search visibility', 'duoc ai trich dan', 'schema markup', 'pseo', 'local seo', 'submit directory', 'backlink plan'. khong dung cho setup google business profile lan dau — dung skill 11-thiet-lap-kenh; khong dung cho viet noi dung bai — dung 36-content-brief. 32-seo-growth marketing "},{"slug":"33-b2b-lead-gen","kind":"skill","name":"33 B2B lead gen","tagline":"Dung khi can tim va tiep can khach hang doanh nghiep — xac dinh ICP, dung danh sach prospect co nguon va ngay verify, cham diem Hot/Warm/Cold, va viet outreach qua Zalo, dien thoai, email. Kich hoat khi user nhac 'tim khach hang B2B', 'danh sach prospect', 'lead gen B2B', 'tiep can doanh nghiep', 'cold outreach', 'ban cho cong ty'. Khong dung cho — khach hang o NUOC NGOAI thi dung skill 29-xuat-khau-b2b; tai lieu ban hang va quan ly pipeline thi dung skill 71-sales-enablement; khach hang le B2C thi dung skill 09-insight-khach-hang.","author":"minhnv0807","license":"MIT","stars":599,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"33 b2b lead gen dung khi can tim va tiep can khach hang doanh nghiep — xac dinh icp, dung danh sach prospect co nguon va ngay verify, cham diem hot/warm/cold, va viet outreach qua zalo, dien thoai, email. kich hoat khi user nhac 'tim khach hang b2b', 'danh sach prospect', 'lead gen b2b', 'tiep can doanh nghiep', 'cold outreach', 'ban cho cong ty'. khong dung cho — khach hang o nuoc ngoai thi dung skill 29-xuat-khau-b2b; tai lieu ban hang va quan ly pipeline thi dung skill 71-sales-enablement; khach hang le b2c thi dung skill 09-insight-khach-hang. 33-b2b-lead-gen sales & ecommerce "},{"slug":"34-ai-marketing-os","kind":"skill","name":"34 AI marketing os","tagline":"Dung khi muon bien cach team dung AI thanh mot he thong van hanh — Brand Hub lam nguon su that, chia project theo vai tro, skill chain, data loop, nhip review, va bien an toan cho automation gom phan tang hanh dong, tran chi tieu va kill switch. Kich hoat khi user nhac 'AI marketing OS', 'he thong AI marketing', 'Brand Hub', 'setup Claude Project cho team', 'SOP AI team', 'AI moi nguoi dung mot kieu', 'automation marketing co an toan khong'. Khong dung cho — chi can mot output don le thi dung skill tuong ung nhu 00-ke-hoach-mkt hoac 05-copy-quang-cao; setup do luong thi dung skill 53-tracking-setup.","author":"minhnv0807","license":"MIT","stars":599,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"34 ai marketing os dung khi muon bien cach team dung ai thanh mot he thong van hanh — brand hub lam nguon su that, chia project theo vai tro, skill chain, data loop, nhip review, va bien an toan cho automation gom phan tang hanh dong, tran chi tieu va kill switch. kich hoat khi user nhac 'ai marketing os', 'he thong ai marketing', 'brand hub', 'setup claude project cho team', 'sop ai team', 'ai moi nguoi dung mot kieu', 'automation marketing co an toan khong'. khong dung cho — chi can mot output don le thi dung skill tuong ung nhu 00-ke-hoach-mkt hoac 05-copy-quang-cao; setup do luong thi dung skill 53-tracking-setup. 34-ai-marketing-os business & ops "},{"slug":"34-ai-marketing-os-global","kind":"skill","name":"34 AI marketing os global","tagline":"Use when a team wants to design, audit, or operate an AI Marketing OS — a Brand Hub source of truth, role-based AI projects for leader, content, design, performance, and knowledge, skill chains, ChatGPT plus Claude plus NotebookLM workflows, MCP connectors, a Notion or Drive second brain, ads data loops, SOPs, weekly reviews, and handoffs. Trigger on 'AI marketing OS', 'set up our marketing AI system', 'Brand Hub', 'AI workflow for the team', 'MCP for ads data', 'how do I make AI actually useful for marketing'. Not for — one campaign brief, see `02-campaign-brief-global`; the weekly report, see `07-marketing-report-global`; the brand visual rules, see `46-brand-guideline-global`; the product context file, see `product-marketing-context-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"34 ai marketing os global use when a team wants to design, audit, or operate an ai marketing os — a brand hub source of truth, role-based ai projects for leader, content, design, performance, and knowledge, skill chains, chatgpt plus claude plus notebooklm workflows, mcp connectors, a notion or drive second brain, ads data loops, sops, weekly reviews, and handoffs. trigger on 'ai marketing os', 'set up our marketing ai system', 'brand hub', 'ai workflow for the team', 'mcp for ads data', 'how do i make ai actually useful for marketing'. not for — one campaign brief, see `02-campaign-brief-global`; the weekly report, see `07-marketing-report-global`; the brand visual rules, see `46-brand-guideline-global`; the product context file, see `product-marketing-context-global`. 34-ai-marketing-os-global data & ai "},{"slug":"35-brand-voice","kind":"skill","name":"35 brand voice","tagline":"Dung khi can chot giong noi thuong hieu mot lan de moi output content ve sau nhat quan — personality 3 tinh tu, bang tone, tu duoc dung va tu cam, cau truc cau, va 5 vi du before/after. Kich hoat khi user nhac 'brand voice', 'giong brand', 'tone of voice', 'viet sao cho dung chat brand', 'moi nguoi viet moi kieu', 'thong nhat giong van'. Khong dung cho — quy dinh mau sac va font thi dung skill 46-brand-guideline; dinh vi thuong hieu thi dung skill 58-positioning; viet mot bai cu the thi dung skill 36-content-brief.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"35 brand voice dung khi can chot giong noi thuong hieu mot lan de moi output content ve sau nhat quan — personality 3 tinh tu, bang tone, tu duoc dung va tu cam, cau truc cau, va 5 vi du before/after. kich hoat khi user nhac 'brand voice', 'giong brand', 'tone of voice', 'viet sao cho dung chat brand', 'moi nguoi viet moi kieu', 'thong nhat giong van'. khong dung cho — quy dinh mau sac va font thi dung skill 46-brand-guideline; dinh vi thuong hieu thi dung skill 58-positioning; viet mot bai cu the thi dung skill 36-content-brief. 35-brand-voice marketing "},{"slug":"35-brand-voice-global","kind":"skill","name":"35 brand voice global","tagline":"Use when the user needs to define, document, or enforce how the brand SOUNDS in writing — three personality traits, a five-dimension tone table, vocabulary to use, avoid, and ban, sentence rules, before and after rewrites, platform adaptation, and a copy approval checklist. Every content skill reads it before writing. Trigger on 'brand voice', 'tone of voice', 'voice guidelines', 'banned words list', 'this copy does not sound like us', 'every writer sounds different'. Also use when the user cannot say why a draft feels wrong. Not for — the visual side of brand, see `46-brand-guideline-global`; positioning and the message, see `58-positioning-global`; approving one specific piece, see `62-marketing-review-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"35 brand voice global use when the user needs to define, document, or enforce how the brand sounds in writing — three personality traits, a five-dimension tone table, vocabulary to use, avoid, and ban, sentence rules, before and after rewrites, platform adaptation, and a copy approval checklist. every content skill reads it before writing. trigger on 'brand voice', 'tone of voice', 'voice guidelines', 'banned words list', 'this copy does not sound like us', 'every writer sounds different'. also use when the user cannot say why a draft feels wrong. not for — the visual side of brand, see `46-brand-guideline-global`; positioning and the message, see `58-positioning-global`; approving one specific piece, see `62-marketing-review-global`. 35-brand-voice-global marketing "},{"slug":"36-content-brief","kind":"skill","name":"36 content brief","tagline":"Dung khi da co lich content va can brief tung bai truoc khi viet — goc tiep can, insight goc, key message, CTA, format va tieu chuan nghiem thu. Kich hoat khi user nhac 'brief bai content', 'brief tung bai', 'goc cho bai nay', 'viet gi cho bai thu 3', 'content brief', 'huong dan viet bai'. Khong dung cho — lap lich ca thang thi dung skill 01-lich-noi-dung; viet caption thanh pham thi dung skill 37-caption-social; brief hinh anh thi dung skill 42-brief-hinh-anh.","author":"minhnv0807","license":"MIT","stars":599,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"36 content brief dung khi da co lich content va can brief tung bai truoc khi viet — goc tiep can, insight goc, key message, cta, format va tieu chuan nghiem thu. kich hoat khi user nhac 'brief bai content', 'brief tung bai', 'goc cho bai nay', 'viet gi cho bai thu 3', 'content brief', 'huong dan viet bai'. khong dung cho — lap lich ca thang thi dung skill 01-lich-noi-dung; viet caption thanh pham thi dung skill 37-caption-social; brief hinh anh thi dung skill 42-brief-hinh-anh. 36-content-brief creator "},{"slug":"36-content-brief-global","kind":"skill","name":"36 content brief global","tagline":"Use when ONE specific piece of content needs a brief before anyone writes — placement, angle plus the source insight behind it, key message, three hook options, CTA, format, brand voice reference, visual direction, and distribution. Trigger on 'content brief', 'brief for this post', 'brief a writer', 'what angle should this take', 'brief for the LinkedIn post', 'give the freelancer something to work from'. Also use when the user has a topic and no idea what to actually say about it. Not for — the month schedule of what posts when, see `01-content-calendar-global`; the finished caption text, see `37-social-caption-global`; a spoken video script, see `04-script-video-global`; the image spec, see `42-image-brief-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"36 content brief global use when one specific piece of content needs a brief before anyone writes — placement, angle plus the source insight behind it, key message, three hook options, cta, format, brand voice reference, visual direction, and distribution. trigger on 'content brief', 'brief for this post', 'brief a writer', 'what angle should this take', 'brief for the linkedin post', 'give the freelancer something to work from'. also use when the user has a topic and no idea what to actually say about it. not for — the month schedule of what posts when, see `01-content-calendar-global`; the finished caption text, see `37-social-caption-global`; a spoken video script, see `04-script-video-global`; the image spec, see `42-image-brief-global`. 36-content-brief-global creator "},{"slug":"37-caption-social","kind":"skill","name":"37 caption social","tagline":"Dung khi can viet caption dang ORGANIC cho Facebook, Instagram, TikTok, Threads — khong chay tien, 2 bien the khac huong hook, kem hashtag va ghi chu chon ban. Kich hoat khi user nhac 'viet caption', 'caption Facebook', 'caption Instagram', 'noi dung dang bai', 'viet bai dang trang ca nhan', 'caption cho anh nay'. Khong dung cho — copy chay quang cao tra tien thi dung skill 05-copy-quang-cao; slogan / cau hai y / headline poster thi dung skill 74-copy-hai-lop; kich ban video thi dung skill 04-script-video; bai dang trong group cong dong thi dung skill 38-seeding-plan.","author":"minhnv0807","license":"MIT","stars":599,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"37 caption social dung khi can viet caption dang organic cho facebook, instagram, tiktok, threads — khong chay tien, 2 bien the khac huong hook, kem hashtag va ghi chu chon ban. kich hoat khi user nhac 'viet caption', 'caption facebook', 'caption instagram', 'noi dung dang bai', 'viet bai dang trang ca nhan', 'caption cho anh nay'. khong dung cho — copy chay quang cao tra tien thi dung skill 05-copy-quang-cao; slogan / cau hai y / headline poster thi dung skill 74-copy-hai-lop; kich ban video thi dung skill 04-script-video; bai dang trong group cong dong thi dung skill 38-seeding-plan. 37-caption-social creator "},{"slug":"37-social-caption-global","kind":"skill","name":"37 social caption global","tagline":"Use when the user needs ORGANIC social captions for Instagram, LinkedIn, TikTok, Facebook, or X — hook, mobile-readable body, two A/B variants, platform-correct hashtags, written to brand voice and funnel stage. Trigger on 'write a caption', 'Instagram caption', 'LinkedIn post copy', 'TikTok caption', 'caption for this photo', 'we have the image but no words'. Also use when the user drops a picture and asks what to write with it. Not for — paid ad copy with character limits and policy, see `05-ad-copy-global`; the spoken lines in a video, see `04-script-video-global`; the brief that precedes writing, see `36-content-brief-global`; long-form authority posts, see `26-thought-leadership-content-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"37 social caption global use when the user needs organic social captions for instagram, linkedin, tiktok, facebook, or x — hook, mobile-readable body, two a/b variants, platform-correct hashtags, written to brand voice and funnel stage. trigger on 'write a caption', 'instagram caption', 'linkedin post copy', 'tiktok caption', 'caption for this photo', 'we have the image but no words'. also use when the user drops a picture and asks what to write with it. not for — paid ad copy with character limits and policy, see `05-ad-copy-global`; the spoken lines in a video, see `04-script-video-global`; the brief that precedes writing, see `36-content-brief-global`; long-form authority posts, see `26-thought-leadership-content-global`. 37-social-caption-global creator "},{"slug":"38-community-seeding-global","kind":"skill","name":"38 community seeding global","tagline":"Use when the user wants to show up in OTHER communities without astroturfing — Reddit, Facebook Groups, Discord, Slack, LinkedIn groups, Quora, and niche forums: a prioritized community list with the rules of each space, a named participant roster, post types written in full, reply scripts, a participation calendar, and red lines. Trigger on 'community marketing', 'Reddit marketing', 'seeding plan', 'post in Facebook groups', 'answer questions on Quora', 'we got banned from a group'. Not for — building your OWN paid or private community, see `28-community-building-global`; monitoring mentions across the web, see `15-social-listening-global`; briefing paid creators, see `06-ugc-egc-brief-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"38 community seeding global use when the user wants to show up in other communities without astroturfing — reddit, facebook groups, discord, slack, linkedin groups, quora, and niche forums: a prioritized community list with the rules of each space, a named participant roster, post types written in full, reply scripts, a participation calendar, and red lines. trigger on 'community marketing', 'reddit marketing', 'seeding plan', 'post in facebook groups', 'answer questions on quora', 'we got banned from a group'. not for — building your own paid or private community, see `28-community-building-global`; monitoring mentions across the web, see `15-social-listening-global`; briefing paid creators, see `06-ugc-egc-brief-global`. 38-community-seeding-global marketing "},{"slug":"38-seeding-plan","kind":"skill","name":"38 seeding plan","tagline":"Dung khi can lan toa qua group va cong dong mot cach that — chon group, ho so nguoi tham gia that, kich ban bai va comment, lich dang, va gioi han de khong bi ban. Kich hoat khi user nhac 'seeding', 'dang bai vao group', 'lan toa cong dong', 'ke hoach seeding', 'marketing cong dong', 'vao group ban hang'. Khong dung cho — caption tren trang cua minh thi dung skill 37-caption-social; thue KOC quay ho thi dung skill 06-brief-ugc-egc; xay cong dong cua rieng minh thi dung skill 28-community-building.","author":"minhnv0807","license":"MIT","stars":599,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"38 seeding plan dung khi can lan toa qua group va cong dong mot cach that — chon group, ho so nguoi tham gia that, kich ban bai va comment, lich dang, va gioi han de khong bi ban. kich hoat khi user nhac 'seeding', 'dang bai vao group', 'lan toa cong dong', 'ke hoach seeding', 'marketing cong dong', 'vao group ban hang'. khong dung cho — caption tren trang cua minh thi dung skill 37-caption-social; thue koc quay ho thi dung skill 06-brief-ugc-egc; xay cong dong cua rieng minh thi dung skill 28-community-building. 38-seeding-plan creator "},{"slug":"39-content-audit","kind":"skill","name":"39 content audit","tagline":"Dung khi cuoi thang can biet bai nao work bai nao khong va TAI SAO — phan loai winner/loser theo phan vi, tim pattern theo pillar, format, hook, gio dang va do dai. Kich hoat khi user nhac 'audit content', 'content nao dang work', 'bai nao hieu qua', 'danh gia noi dung thang', 'tai sao bai nay vieu', 'review content'. Khong dung cho — lap plan ky sau tu ket qua audit thi dung skill 40-next-content-plan; viet bao cao trinh sep thi dung skill 07-bao-cao-marketing.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"39 content audit dung khi cuoi thang can biet bai nao work bai nao khong va tai sao — phan loai winner/loser theo phan vi, tim pattern theo pillar, format, hook, gio dang va do dai. kich hoat khi user nhac 'audit content', 'content nao dang work', 'bai nao hieu qua', 'danh gia noi dung thang', 'tai sao bai nay vieu', 'review content'. khong dung cho — lap plan ky sau tu ket qua audit thi dung skill 40-next-content-plan; viet bao cao trinh sep thi dung skill 07-bao-cao-marketing. 39-content-audit marketing "},{"slug":"39-content-audit-global","kind":"skill","name":"39 content audit global","tagline":"Use when published content has to be audited — pull channel data, classify winners and losers by percentile across pillar, format, and hook, find the pattern behind performance, and decide what to keep, kill, or scale. Trigger on 'content audit', 'which posts are working', 'content performance review', 'why did that one go viral', 'our reach is dropping', 'evaluate what we posted last month'. Also use when the user only says content does not seem to work anymore. Not for — the plan for next period built on these findings, see `40-next-content-plan-global`; paid ad account review, see `21-ads-audit-global`; the stakeholder report, see `07-marketing-report-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"39 content audit global use when published content has to be audited — pull channel data, classify winners and losers by percentile across pillar, format, and hook, find the pattern behind performance, and decide what to keep, kill, or scale. trigger on 'content audit', 'which posts are working', 'content performance review', 'why did that one go viral', 'our reach is dropping', 'evaluate what we posted last month'. also use when the user only says content does not seem to work anymore. not for — the plan for next period built on these findings, see `40-next-content-plan-global`; paid ad account review, see `21-ads-audit-global`; the stakeholder report, see `07-marketing-report-global`. 39-content-audit-global marketing "},{"slug":"40-next-content-plan","kind":"skill","name":"40 next content plan","tagline":"Dung khi da co ket qua audit va can lap plan content ky sau TU DATA chu khong doan — ty le 70 giu winner, 20 toi uu bien the, 10 thu nghiem moi, toi da 2 gia thuyet moi mot ky. Kich hoat khi user nhac 'next content plan', 'plan thang toi', 'content ky sau lam gi', 'dua vao data lap ke hoach', 'thang sau viet gi'. Khong dung cho — audit de biet cai gi work thi chay skill 39-content-audit truoc; xep lich dang theo ngay thi dung skill 01-lich-noi-dung.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"40 next content plan dung khi da co ket qua audit va can lap plan content ky sau tu data chu khong doan — ty le 70 giu winner, 20 toi uu bien the, 10 thu nghiem moi, toi da 2 gia thuyet moi mot ky. kich hoat khi user nhac 'next content plan', 'plan thang toi', 'content ky sau lam gi', 'dua vao data lap ke hoach', 'thang sau viet gi'. khong dung cho — audit de biet cai gi work thi chay skill 39-content-audit truoc; xep lich dang theo ngay thi dung skill 01-lich-noi-dung. 40-next-content-plan uncategorised "},{"slug":"40-next-content-plan-global","kind":"skill","name":"40 next content plan global","tagline":"Use when the next period content plan must be built from last period DATA — keep and replicate winners, cut losers, at most two new hypotheses, a 70/20/10 mix, a four-week overview, and an owner per slot. Trigger on 'next content plan', 'content plan for next month', 'plan from the audit', 'what should we post next quarter', 'scale what worked', 'plan content using the numbers'. Also use when a report just landed and the user asks what to do with it. Not for — auditing the past period first, see `39-content-audit-global`; turning the plan into a dated calendar, see `01-content-calendar-global`; the next period ADS plan, see `57-next-ads-plan-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"40 next content plan global use when the next period content plan must be built from last period data — keep and replicate winners, cut losers, at most two new hypotheses, a 70/20/10 mix, a four-week overview, and an owner per slot. trigger on 'next content plan', 'content plan for next month', 'plan from the audit', 'what should we post next quarter', 'scale what worked', 'plan content using the numbers'. also use when a report just landed and the user asks what to do with it. not for — auditing the past period first, see `39-content-audit-global`; turning the plan into a dated calendar, see `01-content-calendar-global`; the next period ads plan, see `57-next-ads-plan-global`. 40-next-content-plan-global data & ai "},{"slug":"41-campaign-asset-list","kind":"skill","name":"41 campaign asset list","tagline":"Dung khi campaign da chot huong va can biet phai thiet ke NHUNG GI — danh sach asset theo kenh kem kich thuoc, so luong, uu tien, nguoi lam, deadline dat nguoc tu ngay launch theo timeline T-14 den D+1 va quy uoc dat ten file. Kich hoat khi user nhac 'asset list', 'danh sach asset campaign', 'designer can lam gi', 'liet ke file thiet ke', 'campaign nay can bao nhieu anh', 'checklist design', 'khong biet con thieu asset nao'. Khong dung cho — brief chi tiet cho tung asset thi dung skill 42-brief-hinh-anh, 43-brief-carousel hoac 44-brief-video-editor; brief tong the chien dich cho ca team thi dung skill 02-brief-chien-dich; nhan mot master ra du kich thuoc thi dung skill 50-asset-resize.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"41 campaign asset list dung khi campaign da chot huong va can biet phai thiet ke nhung gi — danh sach asset theo kenh kem kich thuoc, so luong, uu tien, nguoi lam, deadline dat nguoc tu ngay launch theo timeline t-14 den d+1 va quy uoc dat ten file. kich hoat khi user nhac 'asset list', 'danh sach asset campaign', 'designer can lam gi', 'liet ke file thiet ke', 'campaign nay can bao nhieu anh', 'checklist design', 'khong biet con thieu asset nao'. khong dung cho — brief chi tiet cho tung asset thi dung skill 42-brief-hinh-anh, 43-brief-carousel hoac 44-brief-video-editor; brief tong the chien dich cho ca team thi dung skill 02-brief-chien-dich; nhan mot master ra du kich thuoc thi dung skill 50-asset-resize. 41-campaign-asset-list uncategorised "},{"slug":"41-campaign-asset-list-global","kind":"skill","name":"41 campaign asset list global","tagline":"Use when a campaign needs its full design asset list before anyone opens a tool — asset type, dimensions, channel, quantity, priority, owner, deadline, and status, with deadlines counted backward from launch day on a T-14 to D+1 timeline plus a naming convention. Trigger on 'campaign asset list', 'what does the designer need', 'list the design files', 'creative asset plan', 'how many banners do we need', 'the designer keeps asking what to make'. Not for — the spec for one individual image, see `42-image-brief-global`; a slide sequence, see `43-carousel-brief-global`; an urgent mid-campaign swap, see `48-quick-visual-brief-global`; resizing an existing master, see `50-asset-resize-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"41 campaign asset list global use when a campaign needs its full design asset list before anyone opens a tool — asset type, dimensions, channel, quantity, priority, owner, deadline, and status, with deadlines counted backward from launch day on a t-14 to d+1 timeline plus a naming convention. trigger on 'campaign asset list', 'what does the designer need', 'list the design files', 'creative asset plan', 'how many banners do we need', 'the designer keeps asking what to make'. not for — the spec for one individual image, see `42-image-brief-global`; a slide sequence, see `43-carousel-brief-global`; an urgent mid-campaign swap, see `48-quick-visual-brief-global`; resizing an existing master, see `50-asset-resize-global`. 41-campaign-asset-list-global uncategorised "},{"slug":"42-brief-hinh-anh","kind":"skill","name":"42 brief hinh anh","tagline":"Dung khi can brief mot ANH TINH cho designer hoac photographer — banner, thumbnail, poster, anh feed: muc tieu visual, concept va mood, bo cuc, copy overlay, mau va font lay tu brand guideline, kich thuoc theo kenh, tieu chi duyet. Kich hoat khi user nhac 'brief anh', 'brief banner', 'brief thumbnail', 'brief visual', 'dat designer lam anh', 'ta lai anh muon lam sao', 'designer hoi lai hoai'. Khong dung cho — chua co cau overlay / slogan hai lop thi dung skill 74-copy-hai-lop truoc; chuoi nhieu slide thi dung skill 43-brief-carousel; huong dan thao tac tren Canva thi dung skill 45-brief-canva; can asset gap trong ngay khi campaign dang chay thi dung skill 48-quick-visual-brief; tu gen anh bang AI thi dung skill 30-thiet-ke-master.","author":"minhnv0807","license":"MIT","stars":599,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"42 brief hinh anh dung khi can brief mot anh tinh cho designer hoac photographer — banner, thumbnail, poster, anh feed: muc tieu visual, concept va mood, bo cuc, copy overlay, mau va font lay tu brand guideline, kich thuoc theo kenh, tieu chi duyet. kich hoat khi user nhac 'brief anh', 'brief banner', 'brief thumbnail', 'brief visual', 'dat designer lam anh', 'ta lai anh muon lam sao', 'designer hoi lai hoai'. khong dung cho — chua co cau overlay / slogan hai lop thi dung skill 74-copy-hai-lop truoc; chuoi nhieu slide thi dung skill 43-brief-carousel; huong dan thao tac tren canva thi dung skill 45-brief-canva; can asset gap trong ngay khi campaign dang chay thi dung skill 48-quick-visual-brief; tu gen anh bang ai thi dung skill 30-thiet-ke-master. 42-brief-hinh-anh design & ui "},{"slug":"42-image-brief-global","kind":"skill","name":"42 image brief global","tagline":"Use when ONE static image needs a full brief for a designer or photographer — visual objective, concept and mood, composition, overlay copy, colors and fonts read from the brand guideline, per-channel dimensions, deliverables, and approval criteria. Trigger on 'image brief', 'banner brief', 'thumbnail brief', 'brief for the designer', 'how should this graphic look', 'the design came back wrong again'. Also use when the user has a post idea and needs to explain the visual. Not for — a multi-slide sequence, see `43-carousel-brief-global`; tool-level production steps in Canva or Figma, see `45-design-tool-brief-global`; generating the image with AI, see `30-design-master-global`; an urgent same-day swap, see `48-quick-visual-brief-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"42 image brief global use when one static image needs a full brief for a designer or photographer — visual objective, concept and mood, composition, overlay copy, colors and fonts read from the brand guideline, per-channel dimensions, deliverables, and approval criteria. trigger on 'image brief', 'banner brief', 'thumbnail brief', 'brief for the designer', 'how should this graphic look', 'the design came back wrong again'. also use when the user has a post idea and needs to explain the visual. not for — a multi-slide sequence, see `43-carousel-brief-global`; tool-level production steps in canva or figma, see `45-design-tool-brief-global`; generating the image with ai, see `30-design-master-global`; an urgent same-day swap, see `48-quick-visual-brief-global`. 42-image-brief-global design & ui "},{"slug":"43-brief-carousel","kind":"skill","name":"43 brief carousel","tagline":"Dung khi can brief mot CHUOI NHIEU SLIDE — carousel Facebook, Instagram, LinkedIn hoac bo anh doc theo mach: hook o slide 1, xay gia tri o giua, CTA o slide cuoi, kem huong dan render HTML preview de duyet concept truoc khi vao production. Kich hoat khi user nhac 'brief carousel', 'lam carousel', 'bo slide dang Facebook', 'tach bai nay thanh carousel', 'brief slide', 'render carousel xem truoc', 'post nhieu anh'. Khong dung cho — mot anh tinh don le thi dung skill 42-brief-hinh-anh; slide thuyet trinh ban hang thi dung skill 71-sales-enablement; huong dan thao tac tren Canva thi dung skill 45-brief-canva.","author":"minhnv0807","license":"MIT","stars":599,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"43 brief carousel dung khi can brief mot chuoi nhieu slide — carousel facebook, instagram, linkedin hoac bo anh doc theo mach: hook o slide 1, xay gia tri o giua, cta o slide cuoi, kem huong dan render html preview de duyet concept truoc khi vao production. kich hoat khi user nhac 'brief carousel', 'lam carousel', 'bo slide dang facebook', 'tach bai nay thanh carousel', 'brief slide', 'render carousel xem truoc', 'post nhieu anh'. khong dung cho — mot anh tinh don le thi dung skill 42-brief-hinh-anh; slide thuyet trinh ban hang thi dung skill 71-sales-enablement; huong dan thao tac tren canva thi dung skill 45-brief-canva. 43-brief-carousel creator "},{"slug":"43-carousel-brief-global","kind":"skill","name":"43 carousel brief global","tagline":"Use when a multi-slide carousel is needed for Instagram, Facebook, or LinkedIn — a narrative arc with the hook on slide one, value through the middle, CTA on the last, headline, body, visual direction, and background per slide, plus an HTML preview to approve the concept before production. Trigger on 'carousel brief', 'make a carousel', 'turn this into slides', 'LinkedIn carousel', 'slide by slide breakdown', 'preview the carousel first'. Not for — a single static image, see `42-image-brief-global`; the caption posted with it, see `37-social-caption-global`; production steps inside Canva or Figma, see `45-design-tool-brief-global`; scoring the finished slides, see `47-design-review-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"43 carousel brief global use when a multi-slide carousel is needed for instagram, facebook, or linkedin — a narrative arc with the hook on slide one, value through the middle, cta on the last, headline, body, visual direction, and background per slide, plus an html preview to approve the concept before production. trigger on 'carousel brief', 'make a carousel', 'turn this into slides', 'linkedin carousel', 'slide by slide breakdown', 'preview the carousel first'. not for — a single static image, see `42-image-brief-global`; the caption posted with it, see `37-social-caption-global`; production steps inside canva or figma, see `45-design-tool-brief-global`; scoring the finished slides, see `47-design-review-global`. 43-carousel-brief-global creator "},{"slug":"44-brief-video-editor","kind":"skill","name":"44 brief video editor","tagline":"Dung khi da co y tuong va can huong dan NGUOI QUAY hoac NGUOI DUNG PHIM — storyboard tung beat, footage phai quay, chu chay tren man hinh, nhac, nhip cat, end-frame CTA va spec xuat theo kenh. Khac script video: script la loi thoai, day la huong dan dung. Kich hoat khi user nhac 'brief video', 'brief editor', 'storyboard', 'brief dung phim', 'huong dan cat video', 'brief videographer', 'editor cat khong dung y', 'video dai qua can cat lai'. Khong dung cho — viet loi thoai va hook noi truoc camera thi dung skill 04-script-video; nho khach hoac nhan vien tu quay thi dung skill 06-brief-ugc-egc; thue production house tron goi thi dung skill 67-agency-vendor-brief.","author":"minhnv0807","license":"MIT","stars":599,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"44 brief video editor dung khi da co y tuong va can huong dan nguoi quay hoac nguoi dung phim — storyboard tung beat, footage phai quay, chu chay tren man hinh, nhac, nhip cat, end-frame cta va spec xuat theo kenh. khac script video: script la loi thoai, day la huong dan dung. kich hoat khi user nhac 'brief video', 'brief editor', 'storyboard', 'brief dung phim', 'huong dan cat video', 'brief videographer', 'editor cat khong dung y', 'video dai qua can cat lai'. khong dung cho — viet loi thoai va hook noi truoc camera thi dung skill 04-script-video; nho khach hoac nhan vien tu quay thi dung skill 06-brief-ugc-egc; thue production house tron goi thi dung skill 67-agency-vendor-brief. 44-brief-video-editor creator "},{"slug":"44-video-editor-brief-global","kind":"skill","name":"44 video editor brief global","tagline":"Use when an editor or videographer needs production direction — beat-by-beat storyboard, footage to shoot, b-roll, text overlays, music and pacing, transitions, CTA end frame, and per-channel export specs. This is the EDIT instruction, not the spoken script. Trigger on 'video brief', 'editor brief', 'storyboard', 'brief for the video editor', 'how should this video be cut', 'we have the footage and no direction'. Also use when raw clips exist and nobody knows what the final should look like. Not for — the words said on camera, see `04-script-video-global`; briefing a creator to film their own, see `06-ugc-egc-brief-global`; resizing a finished video, see `50-asset-resize-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"44 video editor brief global use when an editor or videographer needs production direction — beat-by-beat storyboard, footage to shoot, b-roll, text overlays, music and pacing, transitions, cta end frame, and per-channel export specs. this is the edit instruction, not the spoken script. trigger on 'video brief', 'editor brief', 'storyboard', 'brief for the video editor', 'how should this video be cut', 'we have the footage and no direction'. also use when raw clips exist and nobody knows what the final should look like. not for — the words said on camera, see `04-script-video-global`; briefing a creator to film their own, see `06-ugc-egc-brief-global`; resizing a finished video, see `50-asset-resize-global`. 44-video-editor-brief-global creator "},{"slug":"45-brief-canva","kind":"skill","name":"45 brief canva","tagline":"Dung khi designer se lam TREN CANVA hoac Figma va can direction thao tac cu the — chon template base, thu tu thao tac, map tung element vao vi tri, luoi va khoang cach, mau va font lay tu brand kit, checklist export, viec nen va khong nen lam. Kich hoat khi user nhac 'brief Canva', 'huong dan lam tren Canva', 'direction Canva', 'template Canva', 'layout Canva', 'lam trong Figma', 'ban design chua ranh nen phai chi tay'. Khong dung cho — brief concept anh tinh khong gan cong cu thi dung skill 42-brief-hinh-anh; chuoi slide carousel thi dung skill 43-brief-carousel; quy dinh mau, font va logo cua thuong hieu thi dung skill 46-brand-guideline.","author":"minhnv0807","license":"MIT","stars":599,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"45 brief canva dung khi designer se lam tren canva hoac figma va can direction thao tac cu the — chon template base, thu tu thao tac, map tung element vao vi tri, luoi va khoang cach, mau va font lay tu brand kit, checklist export, viec nen va khong nen lam. kich hoat khi user nhac 'brief canva', 'huong dan lam tren canva', 'direction canva', 'template canva', 'layout canva', 'lam trong figma', 'ban design chua ranh nen phai chi tay'. khong dung cho — brief concept anh tinh khong gan cong cu thi dung skill 42-brief-hinh-anh; chuoi slide carousel thi dung skill 43-brief-carousel; quy dinh mau, font va logo cua thuong hieu thi dung skill 46-brand-guideline. 45-brief-canva design & ui "},{"slug":"45-design-tool-brief-global","kind":"skill","name":"45 design tool brief global","tagline":"Use when a designer needs hands-on production direction inside a tool — Canva, Figma, or Adobe Express: which template to start from, the operating order, element-by-element mapping, grid and spacing, brand kit colors and fonts, export checklist, and the dos and do-nots. Trigger on 'Canva brief', 'Figma brief', 'production direction', 'how do I build this in Canva', 'layout direction for the designer', 'the junior designer needs step by step'. Not for — the creative concept for a static, see `42-image-brief-global`; the concept for a slide sequence, see `43-carousel-brief-global`; the brand rules being applied, see `46-brand-guideline-global`; adapting one master into every size, see `50-asset-resize-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"design","deptName":"Design","task":"design/design-interface","taskName":"Interface design","hay":"45 design tool brief global use when a designer needs hands-on production direction inside a tool — canva, figma, or adobe express: which template to start from, the operating order, element-by-element mapping, grid and spacing, brand kit colors and fonts, export checklist, and the dos and do-nots. trigger on 'canva brief', 'figma brief', 'production direction', 'how do i build this in canva', 'layout direction for the designer', 'the junior designer needs step by step'. not for — the creative concept for a static, see `42-image-brief-global`; the concept for a slide sequence, see `43-carousel-brief-global`; the brand rules being applied, see `46-brand-guideline-global`; adapting one master into every size, see `50-asset-resize-global`. 45-design-tool-brief-global design & ui "},{"slug":"46-brand-guideline","kind":"skill","name":"46 brand guideline","tagline":"Dung khi can chot QUY CHUAN NHIN cua thuong hieu de moi nguoi lam ra deu giong nhau — brand personality, he mau, typography, quy tac dung logo, phong cach hinh anh, quy tac component, kich thuoc an pham chuan, cach dat ten va to chuc file. Kich hoat khi user nhac 'brand guideline', 'brand book', 'brand identity', 'style guide', 'quy chuan thuong hieu', 'bang mau thuong hieu', 'moi nguoi lam ra mot kieu', 'khong biet dung font gi'. Khong dung cho — giong noi va cach hanh van thi dung skill 35-brand-voice; cham diem mot thiet ke da lam xong thi dung skill 47-design-review; dinh vi va thong diep thi dung skill 58-positioning.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"46 brand guideline dung khi can chot quy chuan nhin cua thuong hieu de moi nguoi lam ra deu giong nhau — brand personality, he mau, typography, quy tac dung logo, phong cach hinh anh, quy tac component, kich thuoc an pham chuan, cach dat ten va to chuc file. kich hoat khi user nhac 'brand guideline', 'brand book', 'brand identity', 'style guide', 'quy chuan thuong hieu', 'bang mau thuong hieu', 'moi nguoi lam ra mot kieu', 'khong biet dung font gi'. khong dung cho — giong noi va cach hanh van thi dung skill 35-brand-voice; cham diem mot thiet ke da lam xong thi dung skill 47-design-review; dinh vi va thong diep thi dung skill 58-positioning. 46-brand-guideline marketing "},{"slug":"46-brand-guideline-global","kind":"skill","name":"46 brand guideline global","tagline":"Use when brand VISUAL rules have to be created or updated — brand personality, color system, typography, logo usage, imagery and visual tone, component rules, accessibility contrast, standard asset sizes, and file naming. It is the source document every design skill and the Brand Hub reads. Trigger on 'brand guideline', 'brand book', 'style guide', 'brand standards', 'our designs all look different', 'update the brand palette'. Also use when the user has a logo and nothing written down. Not for — how the brand SOUNDS in writing, see `35-brand-voice-global`; positioning and the message, see `58-positioning-global`; briefing one asset, see `42-image-brief-global`; scoring a design, see `47-design-review-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"46 brand guideline global use when brand visual rules have to be created or updated — brand personality, color system, typography, logo usage, imagery and visual tone, component rules, accessibility contrast, standard asset sizes, and file naming. it is the source document every design skill and the brand hub reads. trigger on 'brand guideline', 'brand book', 'style guide', 'brand standards', 'our designs all look different', 'update the brand palette'. also use when the user has a logo and nothing written down. not for — how the brand sounds in writing, see `35-brand-voice-global`; positioning and the message, see `58-positioning-global`; briefing one asset, see `42-image-brief-global`; scoring a design, see `47-design-review-global`. 46-brand-guideline-global marketing "},{"slug":"47-design-review","kind":"skill","name":"47 design review","tagline":"Dung khi da co THIET KE va can duyet truoc khi dang — cham diem 4 nhom brand consistency, hierarchy va do doc, yeu to chuyen doi, phu hop nen tang, moi nhom 10 diem, kem feedback theo dang van de - tai sao - cach sua va verdict duyet / sua nhe / lam lai. Kich hoat khi user nhac 'review design', 'duyet thiet ke', 'feedback thiet ke', 'cham diem design', 'anh nay ok chua', 'nhin sao sao ma khong biet sai cho nao', 'check brand', 'approve creative'. Dung ca khi user chi gui anh va hoi 'xem giup'. Khong dung cho — duyet CHU nhu content brief va ads copy thi dung skill 62-marketing-review; do xem trang co ra don khong thi dung skill 68-cro-audit-trang.","author":"minhnv0807","license":"MIT","stars":599,"dept":"design","deptName":"Design","task":"design/critique-design","taskName":"Design critique","hay":"47 design review dung khi da co thiet ke va can duyet truoc khi dang — cham diem 4 nhom brand consistency, hierarchy va do doc, yeu to chuyen doi, phu hop nen tang, moi nhom 10 diem, kem feedback theo dang van de - tai sao - cach sua va verdict duyet / sua nhe / lam lai. kich hoat khi user nhac 'review design', 'duyet thiet ke', 'feedback thiet ke', 'cham diem design', 'anh nay ok chua', 'nhin sao sao ma khong biet sai cho nao', 'check brand', 'approve creative'. dung ca khi user chi gui anh va hoi 'xem giup'. khong dung cho — duyet chu nhu content brief va ads copy thi dung skill 62-marketing-review; do xem trang co ra don khong thi dung skill 68-cro-audit-trang. 47-design-review design & ui "},{"slug":"47-design-review-global","kind":"skill","name":"47 design review global","tagline":"Use when a finished DESIGN needs scoring and feedback — brand consistency, hierarchy plus readability plus accessibility, conversion elements, and platform fit, 10 points each, with per-issue feedback in issue, why, and how-to-fix form and a verdict of approve, minor fix, or redo. Trigger on 'design review', 'review this design', 'score this creative', 'is this design good', 'brand check on this banner', 'can we ship this or not'. Also use when the user just sends an image and asks for thoughts. Not for — reviewing copy and briefs, see `62-marketing-review-global`; writing the brief before production, see `42-image-brief-global`; the brand rules being checked against, see `46-brand-guideline-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"design","deptName":"Design","task":"design/critique-design","taskName":"Design critique","hay":"47 design review global use when a finished design needs scoring and feedback — brand consistency, hierarchy plus readability plus accessibility, conversion elements, and platform fit, 10 points each, with per-issue feedback in issue, why, and how-to-fix form and a verdict of approve, minor fix, or redo. trigger on 'design review', 'review this design', 'score this creative', 'is this design good', 'brand check on this banner', 'can we ship this or not'. also use when the user just sends an image and asks for thoughts. not for — reviewing copy and briefs, see `62-marketing-review-global`; writing the brief before production, see `42-image-brief-global`; the brand rules being checked against, see `46-brand-guideline-global`. 47-design-review-global design & ui "},{"slug":"48-quick-visual-brief","kind":"skill","name":"48 quick visual brief","tagline":"Dung khi campaign DANG CHAY va can asset moi ngay trong hom nay — creative chay chai, CTR tut, muon test angle moi: brief 1 trang rut gon, nhan ban tu creative dang thang, chi ghi phan thay doi, kich thuoc can, deadline cung va SLA duyet 30 phut. Kich hoat khi user nhac 'brief nhanh', 'can asset gap', 'creative fatigue', 'quick brief', 'can anh trong ngay', 'thay creative ngay', 'ads tut roi can bai moi'. Khong dung cho — brief day du cho asset moi hoan toan thi dung skill 42-brief-hinh-anh; liet ke asset ca campaign tu dau thi dung skill 41-campaign-asset-list; chi doi kich thuoc tu master co san thi dung skill 50-asset-resize.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"48 quick visual brief dung khi campaign dang chay va can asset moi ngay trong hom nay — creative chay chai, ctr tut, muon test angle moi: brief 1 trang rut gon, nhan ban tu creative dang thang, chi ghi phan thay doi, kich thuoc can, deadline cung va sla duyet 30 phut. kich hoat khi user nhac 'brief nhanh', 'can asset gap', 'creative fatigue', 'quick brief', 'can anh trong ngay', 'thay creative ngay', 'ads tut roi can bai moi'. khong dung cho — brief day du cho asset moi hoan toan thi dung skill 42-brief-hinh-anh; liet ke asset ca campaign tu dau thi dung skill 41-campaign-asset-list; chi doi kich thuoc tu master co san thi dung skill 50-asset-resize. 48-quick-visual-brief uncategorised "},{"slug":"48-quick-visual-brief-global","kind":"skill","name":"48 quick visual brief global","tagline":"Use when a LIVE campaign needs a new asset the same day — creative fatigue, CTR decay, climbing frequency, or a new angle to test: stripped-down input, duplicate the winning creative and change only what is listed, a one-page template, and a hard SLA so the designer ships in 2-4 hours. Trigger on 'quick brief', 'need an asset fast', 'creative fatigue', 'swap the creative today', 'frequency is too high', 'the ad is dying and we need a new one'. Not for — planning assets before launch, see `41-campaign-asset-list-global`; a full concept brief with time to spare, see `42-image-brief-global`; resizing an existing master, see `50-asset-resize-global`; raising budget on a winner, see `55-scaling-ads-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"48 quick visual brief global use when a live campaign needs a new asset the same day — creative fatigue, ctr decay, climbing frequency, or a new angle to test: stripped-down input, duplicate the winning creative and change only what is listed, a one-page template, and a hard sla so the designer ships in 2-4 hours. trigger on 'quick brief', 'need an asset fast', 'creative fatigue', 'swap the creative today', 'frequency is too high', 'the ad is dying and we need a new one'. not for — planning assets before launch, see `41-campaign-asset-list-global`; a full concept brief with time to spare, see `42-image-brief-global`; resizing an existing master, see `50-asset-resize-global`; raising budget on a winner, see `55-scaling-ads-global`. 48-quick-visual-brief-global uncategorised "},{"slug":"49-html-email-template","kind":"skill","name":"49 HTML email template","tagline":"Dung khi can FILE HTML email chay duoc tren moi email client — cau truc table, CSS inline, be ngang 600px, dark mode, spec rieng cho Gmail, Outlook, Apple Mail va checklist test truoc khi gui. Mau va font lay tu brand guideline. Kich hoat khi user nhac 'email HTML', 'code email', 'template email', 'email responsive', 'email vo bo cuc tren Outlook', 'anh trong email khong hien', 'paste vao Brevo bi vo'. Khong dung cho — noi dung va chuoi gui email thi dung skill 14-email-marketing; trang web dat sau nut CTA thi dung skill 12-brief-landing-page; quy dinh mau va font thuong hieu thi dung skill 46-brand-guideline.","author":"minhnv0807","license":"MIT","stars":599,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"49 html email template dung khi can file html email chay duoc tren moi email client — cau truc table, css inline, be ngang 600px, dark mode, spec rieng cho gmail, outlook, apple mail va checklist test truoc khi gui. mau va font lay tu brand guideline. kich hoat khi user nhac 'email html', 'code email', 'template email', 'email responsive', 'email vo bo cuc tren outlook', 'anh trong email khong hien', 'paste vao brevo bi vo'. khong dung cho — noi dung va chuoi gui email thi dung skill 14-email-marketing; trang web dat sau nut cta thi dung skill 12-brief-landing-page; quy dinh mau va font thuong hieu thi dung skill 46-brand-guideline. 49-html-email-template coding "},{"slug":"49-html-email-template-global","kind":"skill","name":"49 HTML email template global","tagline":"Use when responsive HTML email has to render correctly in every client — table-based structure, inline CSS, 600px max width, dark mode handling, quirks for Gmail, Apple Mail, Outlook and Yahoo, bulletproof buttons, and a pre-send test checklist, shipping a self-contained .html file to paste into Klaviyo, Mailchimp, HubSpot, or Brevo. Trigger on 'HTML email', 'code an email template', 'responsive email', 'why does my email break in Outlook', 'email dark mode is broken', 'the newsletter looks wrong on mobile'. Not for — sequence strategy and subject lines, see `14-email-marketing-global`; a web page, see `12-landing-page-brief-global`; brand colors and fonts, see `46-brand-guideline-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"49 html email template global use when responsive html email has to render correctly in every client — table-based structure, inline css, 600px max width, dark mode handling, quirks for gmail, apple mail, outlook and yahoo, bulletproof buttons, and a pre-send test checklist, shipping a self-contained .html file to paste into klaviyo, mailchimp, hubspot, or brevo. trigger on 'html email', 'code an email template', 'responsive email', 'why does my email break in outlook', 'email dark mode is broken', 'the newsletter looks wrong on mobile'. not for — sequence strategy and subject lines, see `14-email-marketing-global`; a web page, see `12-landing-page-brief-global`; brand colors and fonts, see `46-brand-guideline-global`. 49-html-email-template-global coding "},{"slug":"50-asset-resize","kind":"skill","name":"50 asset resize","tagline":"Dung khi da co MOT master design va can ra du kich thuoc cho tat ca kenh — bang kich thuoc chuan 2025-2026 cho feed, story, reel, cover, placement ads; 3 cach xu ly scale-crop, re-compose, rebuild; quy tac safe zone va cach dat ten file. Kich hoat khi user nhac 'resize asset', 'du kich thuoc', 'adapt kich thuoc', 'bang kich thuoc chuan', 'safe zone', 'anh bi cat mat chu tren story', 'mot anh dang duoc may cho'. Khong dung cho — thiet ke moi tu concept thi dung skill 42-brief-hinh-anh; asset gap khi campaign dang chay thi dung skill 48-quick-visual-brief; liet ke toan bo asset cua campaign thi dung skill 41-campaign-asset-list.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"50 asset resize dung khi da co mot master design va can ra du kich thuoc cho tat ca kenh — bang kich thuoc chuan 2025-2026 cho feed, story, reel, cover, placement ads; 3 cach xu ly scale-crop, re-compose, rebuild; quy tac safe zone va cach dat ten file. kich hoat khi user nhac 'resize asset', 'du kich thuoc', 'adapt kich thuoc', 'bang kich thuoc chuan', 'safe zone', 'anh bi cat mat chu tren story', 'mot anh dang duoc may cho'. khong dung cho — thiet ke moi tu concept thi dung skill 42-brief-hinh-anh; asset gap khi campaign dang chay thi dung skill 48-quick-visual-brief; liet ke toan bo asset cua campaign thi dung skill 41-campaign-asset-list. 50-asset-resize uncategorised "},{"slug":"50-asset-resize-global","kind":"skill","name":"50 asset resize global","tagline":"Use when one master design has to become every size a campaign needs — feed, story, reel, cover, and ad placements: the standard size matrix, three strategies of scale-and-crop, re-compose, or rebuild, safe-zone rules, platform crop behavior, and file naming. Trigger on 'resize this design', 'all the sizes', 'adapt to other placements', 'safe zone', 'standard size chart', 'the text gets cut off in stories'. Also use when one visual exists and six placements are waiting on it. Not for — the original concept brief, see `42-image-brief-global`; production steps in Canva or Figma, see `45-design-tool-brief-global`; the full campaign asset list, see `41-campaign-asset-list-global`; an urgent new creative, see `48-quick-visual-brief-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"50 asset resize global use when one master design has to become every size a campaign needs — feed, story, reel, cover, and ad placements: the standard size matrix, three strategies of scale-and-crop, re-compose, or rebuild, safe-zone rules, platform crop behavior, and file naming. trigger on 'resize this design', 'all the sizes', 'adapt to other placements', 'safe zone', 'standard size chart', 'the text gets cut off in stories'. also use when one visual exists and six placements are waiting on it. not for — the original concept brief, see `42-image-brief-global`; production steps in canva or figma, see `45-design-tool-brief-global`; the full campaign asset list, see `41-campaign-asset-list-global`; an urgent new creative, see `48-quick-visual-brief-global`. 50-asset-resize-global uncategorised "},{"slug":"51-audience-research","kind":"skill","name":"51 audience research","tagline":"Dung khi can nghien cuu tep truoc khi chay ads — interest va behavior mapping, do rong tep, phan tang cold/warm/hot, va gia thuyet targeting de test. Kich hoat khi user nhac 'nghien cuu audience', 'tep target', 'nham ai', 'interest targeting', 'chon tep chay ads', 'lookalike tu dau'. Khong dung cho — hieu tam ly va ngon ngu khach hang thi dung skill 09-insight-khach-hang; phan bo ngan sach cho tung tep thi dung skill 54-media-plan.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"51 audience research dung khi can nghien cuu tep truoc khi chay ads — interest va behavior mapping, do rong tep, phan tang cold/warm/hot, va gia thuyet targeting de test. kich hoat khi user nhac 'nghien cuu audience', 'tep target', 'nham ai', 'interest targeting', 'chon tep chay ads', 'lookalike tu dau'. khong dung cho — hieu tam ly va ngon ngu khach hang thi dung skill 09-insight-khach-hang; phan bo ngan sach cho tung tep thi dung skill 54-media-plan. 51-audience-research uncategorised "},{"slug":"51-audience-research-global","kind":"skill","name":"51 audience research global","tagline":"Use when paid ad AUDIENCES must be researched and defined before launch — target profile, interest and behavior mapping per platform, audience sizing, cold, warm, and hot tiering, lookalike seeds, exclusions, and ranked targeting hypotheses to test. Trigger on 'audience research', 'who should I target', 'interest targeting', 'Meta audience for this product', 'TikTok targeting ideas', 'my targeting is too broad'. Also use when launch is imminent and the ad set targeting is still empty. Not for — persona and JTBD depth for content, see `09-customer-insight-global`; warm retargeting tiers, see `56-retargeting-plan-global`; where the budget goes, see `54-media-plan-global`; the campaign hierarchy, see `52-account-structure-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"51 audience research global use when paid ad audiences must be researched and defined before launch — target profile, interest and behavior mapping per platform, audience sizing, cold, warm, and hot tiering, lookalike seeds, exclusions, and ranked targeting hypotheses to test. trigger on 'audience research', 'who should i target', 'interest targeting', 'meta audience for this product', 'tiktok targeting ideas', 'my targeting is too broad'. also use when launch is imminent and the ad set targeting is still empty. not for — persona and jtbd depth for content, see `09-customer-insight-global`; warm retargeting tiers, see `56-retargeting-plan-global`; where the budget goes, see `54-media-plan-global`; the campaign hierarchy, see `52-account-structure-global`. 51-audience-research-global marketing "},{"slug":"52-account-structure","kind":"skill","name":"52 account structure","tagline":"Dung khi can dung cau truc tai khoan quang cao truoc khi bat campaign — phan tang campaign/adset/ad, naming convention de doc data ve sau, CBO hay ABO, va so luong adset hop ly. Kich hoat khi user nhac 'cau truc campaign', 'naming convention ads', 'chia adset the nao', 'CBO hay ABO', 'setup tai khoan ads', 'to chuc campaign'. Khong dung cho — ra soat tai khoan dang chay thi dung skill 21-audit-ads-performance; phan bo ngan sach theo kenh thi dung skill 54-media-plan.","author":"minhnv0807","license":"MIT","stars":599,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"52 account structure dung khi can dung cau truc tai khoan quang cao truoc khi bat campaign — phan tang campaign/adset/ad, naming convention de doc data ve sau, cbo hay abo, va so luong adset hop ly. kich hoat khi user nhac 'cau truc campaign', 'naming convention ads', 'chia adset the nao', 'cbo hay abo', 'setup tai khoan ads', 'to chuc campaign'. khong dung cho — ra soat tai khoan dang chay thi dung skill 21-audit-ads-performance; phan bo ngan sach theo kenh thi dung skill 54-media-plan. 52-account-structure coding "},{"slug":"52-account-structure-global","kind":"skill","name":"52 account structure global","tagline":"Use when an ad account HIERARCHY needs designing or cleaning up — campaign, ad set, and ad structure by objective, a naming convention that keeps data readable, CBO versus ABO by stage, how many ad sets and creatives to run, and the minimum daily budget an ad set needs to exit learning. Trigger on 'account structure', 'campaign structure', 'naming convention', 'how many ad sets should I run', 'CBO or ABO', 'our account is a mess of duplicated campaigns'. Not for — scoring an existing account against 84 checkpoints, see `21-ads-audit-global`; pixel and conversion setup, see `53-tracking-setup-global`; budget across channels, see `54-media-plan-global`; scaling a winner, see `55-scaling-ads-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"52 account structure global use when an ad account hierarchy needs designing or cleaning up — campaign, ad set, and ad structure by objective, a naming convention that keeps data readable, cbo versus abo by stage, how many ad sets and creatives to run, and the minimum daily budget an ad set needs to exit learning. trigger on 'account structure', 'campaign structure', 'naming convention', 'how many ad sets should i run', 'cbo or abo', 'our account is a mess of duplicated campaigns'. not for — scoring an existing account against 84 checkpoints, see `21-ads-audit-global`; pixel and conversion setup, see `53-tracking-setup-global`; budget across channels, see `54-media-plan-global`; scaling a winner, see `55-scaling-ads-global`. 52-account-structure-global coding "},{"slug":"53-tracking-setup","kind":"skill","name":"53 tracking setup","tagline":"Dung khi phai setup do luong TRUOC khi tieu bat ky dong nao — pixel va CAPI, GA4, UTM convention, event mapping, offline conversion, dong y du lieu, va checklist verify xanh. Kich hoat khi user nhac 'setup tracking', 'cai pixel', 'UTM', 'CAPI', 'do luong chuyen doi', 'so lieu khong khop'. Quy tac cung: khong chay ads khi tracking chua xanh. Khong dung cho — doc data da co ra insight thi dung skill 13-phan-tich-du-lieu; ra soat cau hinh ads thi dung skill 21-audit-ads-performance.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/measure-marketing","taskName":"Attribution","hay":"53 tracking setup dung khi phai setup do luong truoc khi tieu bat ky dong nao — pixel va capi, ga4, utm convention, event mapping, offline conversion, dong y du lieu, va checklist verify xanh. kich hoat khi user nhac 'setup tracking', 'cai pixel', 'utm', 'capi', 'do luong chuyen doi', 'so lieu khong khop'. quy tac cung: khong chay ads khi tracking chua xanh. khong dung cho — doc data da co ra insight thi dung skill 13-phan-tich-du-lieu; ra soat cau hinh ads thi dung skill 21-audit-ads-performance. 53-tracking-setup marketing "},{"slug":"53-tracking-setup-global","kind":"skill","name":"53 tracking setup global","tagline":"Use when conversion TRACKING must be set up or fixed before spending — Meta Pixel and Conversions API, Google Ads conversions with Enhanced Conversions, GA4, TikTok Pixel and Events API, server-side GTM, consent mode for GDPR and CCPA, UTM conventions, iOS ATT attribution windows, and a pre-launch verification checklist. Trigger on 'tracking setup', 'pixel setup', 'CAPI', 'GA4 events', 'conversions are not being recorded', 'Meta and Shopify numbers do not match'. Also use when launch is imminent and nothing has been verified. Not for — auditing a live account broadly, see `21-ads-audit-global`; analyzing data once it flows, see `13-data-analysis-global`; the campaign hierarchy, see `52-account-structure-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/measure-marketing","taskName":"Attribution","hay":"53 tracking setup global use when conversion tracking must be set up or fixed before spending — meta pixel and conversions api, google ads conversions with enhanced conversions, ga4, tiktok pixel and events api, server-side gtm, consent mode for gdpr and ccpa, utm conventions, ios att attribution windows, and a pre-launch verification checklist. trigger on 'tracking setup', 'pixel setup', 'capi', 'ga4 events', 'conversions are not being recorded', 'meta and shopify numbers do not match'. also use when launch is imminent and nothing has been verified. not for — auditing a live account broadly, see `21-ads-audit-global`; analyzing data once it flows, see `13-data-analysis-global`; the campaign hierarchy, see `52-account-structure-global`. 53-tracking-setup-global marketing "},{"slug":"54-media-plan","kind":"skill","name":"54 media plan","tagline":"Dung khi can lap ke hoach chi tieu quang cao cho mot ky — tinh nguoc tu doanh thu, phan bo theo kenh va tang pheu, ty le testing 30 scale 50 retarget 15 lookalike 5, va timeline ramp-up. Kich hoat khi user nhac 'media plan', 'plan ads thang toi', 'phan bo ngan sach quang cao', 'chay bao nhieu tien', 'chia budget cho kenh nao', 'ke hoach chay ads'. Khong dung cho — phan bo ngan sach marketing tong the ngoai ads thi dung skill 61-budget-planning; tinh CPL toi da thi dung skill 10-tinh-kpi-nguoc.","author":"minhnv0807","license":"MIT","stars":599,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"54 media plan dung khi can lap ke hoach chi tieu quang cao cho mot ky — tinh nguoc tu doanh thu, phan bo theo kenh va tang pheu, ty le testing 30 scale 50 retarget 15 lookalike 5, va timeline ramp-up. kich hoat khi user nhac 'media plan', 'plan ads thang toi', 'phan bo ngan sach quang cao', 'chay bao nhieu tien', 'chia budget cho kenh nao', 'ke hoach chay ads'. khong dung cho — phan bo ngan sach marketing tong the ngoai ads thi dung skill 61-budget-planning; tinh cpl toi da thi dung skill 10-tinh-kpi-nguoc. 54-media-plan business & ops "},{"slug":"54-media-plan-global","kind":"skill","name":"54 media plan global","tagline":"Use when a PAID MEDIA plan is needed — work backward from revenue to max CPA and required budget, split spend across channels, funnel stages, and campaign types, build a ramp-up timeline, set KPI targets per channel, and prepare a contingency plan. Trigger on 'media plan', 'paid media budget', 'how much should I spend on ads', 'channel mix for the campaign', 'plan the ad budget', 'we have 10k a month and no plan'. Also use when a budget number exists and nobody has decided where it goes. Not for — the pure revenue-to-budget math, see `10-reverse-kpi-global`; the whole marketing budget including non-paid, see `61-budget-planning-global`; the next period plan built from results, see `57-next-ads-plan-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"54 media plan global use when a paid media plan is needed — work backward from revenue to max cpa and required budget, split spend across channels, funnel stages, and campaign types, build a ramp-up timeline, set kpi targets per channel, and prepare a contingency plan. trigger on 'media plan', 'paid media budget', 'how much should i spend on ads', 'channel mix for the campaign', 'plan the ad budget', 'we have 10k a month and no plan'. also use when a budget number exists and nobody has decided where it goes. not for — the pure revenue-to-budget math, see `10-reverse-kpi-global`; the whole marketing budget including non-paid, see `61-budget-planning-global`; the next period plan built from results, see `57-next-ads-plan-global`. 54-media-plan-global business & ops "},{"slug":"55-scaling-ads","kind":"skill","name":"55 scaling ads","tagline":"Dung khi da co winner va muon tang quy mo ma khong lam hong — 7 dieu kien du de scale, tang doc +20-30% moi lan, mo rong ngang bang tep va kenh moi, va rui ro reset learning phase. Kich hoat khi user nhac 'scale ads', 'tang budget', 'nhan doi ngan sach', 'ads dang tot muon day manh', 'horizontal scaling', 'tang chi tieu'. Quy tac cung: khong tang budget khi CPL dang xau. Khong dung cho — CPL dang xau thi chay skill 21-audit-ads-performance truoc; nhan tep warm thi dung skill 56-retargeting-plan.","author":"minhnv0807","license":"MIT","stars":599,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"55 scaling ads dung khi da co winner va muon tang quy mo ma khong lam hong — 7 dieu kien du de scale, tang doc +20-30% moi lan, mo rong ngang bang tep va kenh moi, va rui ro reset learning phase. kich hoat khi user nhac 'scale ads', 'tang budget', 'nhan doi ngan sach', 'ads dang tot muon day manh', 'horizontal scaling', 'tang chi tieu'. quy tac cung: khong tang budget khi cpl dang xau. khong dung cho — cpl dang xau thi chay skill 21-audit-ads-performance truoc; nhan tep warm thi dung skill 56-retargeting-plan. 55-scaling-ads business & ops "},{"slug":"55-scaling-ads-global","kind":"skill","name":"55 scaling ads global","tagline":"Use when a WINNING ad has to be scaled without breaking it — readiness checks, vertical scaling at plus 20 to 30 percent per step, horizontal scaling into new audiences, creatives, and channels, learning-phase reset risk, how Advantage+ and Performance Max behave when scaled, creative refresh cadence, and the signals that mean stop. Trigger on 'scale ads', 'increase the ad budget', 'scale a winner', 'CPA went up after I scaled', 'how fast can I scale', 'it worked at 50 a day and broke at 200'. Not for — fixing an account that is not working yet, see `03-performance-eval-global`; warm audience plans, see `56-retargeting-plan-global`; proving the winner first, see `19-ab-test-setup-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"55 scaling ads global use when a winning ad has to be scaled without breaking it — readiness checks, vertical scaling at plus 20 to 30 percent per step, horizontal scaling into new audiences, creatives, and channels, learning-phase reset risk, how advantage+ and performance max behave when scaled, creative refresh cadence, and the signals that mean stop. trigger on 'scale ads', 'increase the ad budget', 'scale a winner', 'cpa went up after i scaled', 'how fast can i scale', 'it worked at 50 a day and broke at 200'. not for — fixing an account that is not working yet, see `03-performance-eval-global`; warm audience plans, see `56-retargeting-plan-global`; proving the winner first, see `19-ab-test-setup-global`. 55-scaling-ads-global coding "},{"slug":"56-retargeting-plan","kind":"skill","name":"56 retargeting plan","tagline":"Dung khi can chay lai vao nguoi da tuong tac — phan tang warm theo hanh vi va cua so thoi gian, thong diep rieng tung tang, frequency cap, va seed cho lookalike. Kich hoat khi user nhac 'retarget', 'remarketing', 'chay lai nguoi da xem', 'lookalike', 'tep warm', 'khach xem roi khong mua'. Khong dung cho — tim tep moi hoan toan thi dung skill 51-audience-research; keo lai khach da mua roi bo di thi dung skill 69-giu-chan-khach-hang.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"56 retargeting plan dung khi can chay lai vao nguoi da tuong tac — phan tang warm theo hanh vi va cua so thoi gian, thong diep rieng tung tang, frequency cap, va seed cho lookalike. kich hoat khi user nhac 'retarget', 'remarketing', 'chay lai nguoi da xem', 'lookalike', 'tep warm', 'khach xem roi khong mua'. khong dung cho — tim tep moi hoan toan thi dung skill 51-audience-research; keo lai khach da mua roi bo di thi dung skill 69-giu-chan-khach-hang. 56-retargeting-plan marketing "},{"slug":"56-retargeting-plan-global","kind":"skill","name":"56 retargeting plan global","tagline":"Use when warm audiences need a plan — retargeting tiers by intent and recency, a different message per tier, frequency caps, attribution windows, lookalike seeds, exclusion rules, and a first-party data base that survives iOS ATT and cookie deprecation. Trigger on 'retargeting', 'remarketing', 'warm audience', 'custom audience setup', 'retarget cart abandoners', 'my retargeting pool is too small'. Also use when the user says people visit once and never come back. Not for — cold prospecting audiences, see `51-audience-research-global`; the pixel and events that feed these audiences, see `53-tracking-setup-global`; email win-back flows, see `14-email-marketing-global`; raising budgets, see `55-scaling-ads-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"56 retargeting plan global use when warm audiences need a plan — retargeting tiers by intent and recency, a different message per tier, frequency caps, attribution windows, lookalike seeds, exclusion rules, and a first-party data base that survives ios att and cookie deprecation. trigger on 'retargeting', 'remarketing', 'warm audience', 'custom audience setup', 'retarget cart abandoners', 'my retargeting pool is too small'. also use when the user says people visit once and never come back. not for — cold prospecting audiences, see `51-audience-research-global`; the pixel and events that feed these audiences, see `53-tracking-setup-global`; email win-back flows, see `14-email-marketing-global`; raising budgets, see `55-scaling-ads-global`. 56-retargeting-plan-global marketing "},{"slug":"57-next-ads-plan","kind":"skill","name":"57 next ads plan","tagline":"Dung khi ket thuc mot ky va can lap plan quang cao ky sau tu data that — giu winner, thay loser, gia thuyet test moi, va ngan sach theo 3 kich ban. Kich hoat khi user nhac 'next ads plan', 'plan ads thang sau', 'ky toi chay gi', 'dua vao ket qua lap ke hoach ads', 'ads thang toi'. Khong dung cho — lap media plan lan dau khi chua co data thi dung skill 54-media-plan; chan doan tai sao ky vua roi kem thi dung skill 21-audit-ads-performance.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"57 next ads plan dung khi ket thuc mot ky va can lap plan quang cao ky sau tu data that — giu winner, thay loser, gia thuyet test moi, va ngan sach theo 3 kich ban. kich hoat khi user nhac 'next ads plan', 'plan ads thang sau', 'ky toi chay gi', 'dua vao ket qua lap ke hoach ads', 'ads thang toi'. khong dung cho — lap media plan lan dau khi chua co data thi dung skill 54-media-plan; chan doan tai sao ky vua roi kem thi dung skill 21-audit-ads-performance. 57-next-ads-plan uncategorised "},{"slug":"57-next-ads-plan-global","kind":"skill","name":"57 next ads plan global","tagline":"Use when the next period ADS plan must be built from last period results — read the report and the audit, keep and scale winners, stop or fix losers, set new test hypotheses, split budget, plan three budget scenarios, and schedule the creative pipeline. Trigger on 'next month ads plan', 'plan ads from the report', 'what should we run next month', 'Q4 ads plan', 'next quarter media plan', 'the month ended, now what'. Also use when a report and an audit both exist and no decisions have been made. Not for — the first media plan before any data, see `54-media-plan-global`; scoring the account, see `21-ads-audit-global`; the next period CONTENT plan, see `40-next-content-plan-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"57 next ads plan global use when the next period ads plan must be built from last period results — read the report and the audit, keep and scale winners, stop or fix losers, set new test hypotheses, split budget, plan three budget scenarios, and schedule the creative pipeline. trigger on 'next month ads plan', 'plan ads from the report', 'what should we run next month', 'q4 ads plan', 'next quarter media plan', 'the month ended, now what'. also use when a report and an audit both exist and no decisions have been made. not for — the first media plan before any data, see `54-media-plan-global`; scoring the account, see `21-ads-audit-global`; the next period content plan, see `40-next-content-plan-global`. 57-next-ads-plan-global data & ai "},{"slug":"58-positioning","kind":"skill","name":"58 positioning","tagline":"Dung khi can tra loi duoc tai sao khach chon MINH chu khong chon nguoi khac — positioning statement theo Promise + Proof + Path, ma tran khac biet so voi doi thu, category entry points, thap thong diep 3 tang va huong tagline. Kich hoat khi user nhac 'dinh vi thuong hieu', 'positioning', 'USP', 'khac biet voi doi thu', 'tai sao khach chon minh', 'tai dinh vi', 'noi gi de khach nho', 'san pham giong het thi truong'. Khong dung cho — soi doi thu dang lam gi thi dung skill 08-nghien-cuu-doi-thu; giong noi va tu vung khi viet thi dung skill 35-brand-voice; viet cau slogan / headline poster hai lop thi dung skill 74-copy-hai-lop; dong goi goi ban thi dung skill 31-offer-design; ke hoach ra mat san pham thi dung skill 59-go-to-market.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"58 positioning dung khi can tra loi duoc tai sao khach chon minh chu khong chon nguoi khac — positioning statement theo promise + proof + path, ma tran khac biet so voi doi thu, category entry points, thap thong diep 3 tang va huong tagline. kich hoat khi user nhac 'dinh vi thuong hieu', 'positioning', 'usp', 'khac biet voi doi thu', 'tai sao khach chon minh', 'tai dinh vi', 'noi gi de khach nho', 'san pham giong het thi truong'. khong dung cho — soi doi thu dang lam gi thi dung skill 08-nghien-cuu-doi-thu; giong noi va tu vung khi viet thi dung skill 35-brand-voice; viet cau slogan / headline poster hai lop thi dung skill 74-copy-hai-lop; dong goi goi ban thi dung skill 31-offer-design; ke hoach ra mat san pham thi dung skill 59-go-to-market. 58-positioning marketing "},{"slug":"58-positioning-global","kind":"skill","name":"58 positioning global","tagline":"Use when positioning needs defining or sharpening — a statement built on Promise, Proof, and Path, a differentiation matrix against competitors, category entry points, a three-level message hierarchy, and tagline directions. Trigger on 'positioning', 'positioning statement', 'what makes us different', 'USP', 'why should customers choose us over them', 'we sound the same as everyone else'. Also use when the user can list features but not a reason to pick them. Not for — competitor teardown research, see `08-competitor-research-global`; how the brand sounds in writing, see `35-brand-voice-global`; the offer and its value stack, see `31-offer-design-global`; the launch built on it, see `59-go-to-market-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"58 positioning global use when positioning needs defining or sharpening — a statement built on promise, proof, and path, a differentiation matrix against competitors, category entry points, a three-level message hierarchy, and tagline directions. trigger on 'positioning', 'positioning statement', 'what makes us different', 'usp', 'why should customers choose us over them', 'we sound the same as everyone else'. also use when the user can list features but not a reason to pick them. not for — competitor teardown research, see `08-competitor-research-global`; how the brand sounds in writing, see `35-brand-voice-global`; the offer and its value stack, see `31-offer-design-global`; the launch built on it, see `59-go-to-market-global`. 58-positioning-global marketing "},{"slug":"59-go-to-market","kind":"skill","name":"59 go to market","tagline":"Dung khi sap ra mat san pham, dich vu hoac khoa hoc MOI va can duong di ra thi truong — chon phan khuc beachhead, thong diep launch, kenh theo tung giai doan pre-launch, launch, post-launch, milestone va tieu chi go/no-go. Kich hoat khi user nhac 'go-to-market', 'GTM', 'ke hoach ra mat san pham', 'launch plan', 'tung san pham moi', 'san pham sap ra ma chua biet ban cho ai', 'ra mat khoa hoc moi', 'vao thi truong moi'. Khong dung cho — checklist va war-room dieu phoi ngay launch thi dung skill 60-launch-playbook; ke hoach marketing dinh ky ca ky thi dung skill 00-ke-hoach-mkt; chot dinh vi truoc do thi dung skill 58-positioning.","author":"minhnv0807","license":"MIT","stars":599,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"59 go to market dung khi sap ra mat san pham, dich vu hoac khoa hoc moi va can duong di ra thi truong — chon phan khuc beachhead, thong diep launch, kenh theo tung giai doan pre-launch, launch, post-launch, milestone va tieu chi go/no-go. kich hoat khi user nhac 'go-to-market', 'gtm', 'ke hoach ra mat san pham', 'launch plan', 'tung san pham moi', 'san pham sap ra ma chua biet ban cho ai', 'ra mat khoa hoc moi', 'vao thi truong moi'. khong dung cho — checklist va war-room dieu phoi ngay launch thi dung skill 60-launch-playbook; ke hoach marketing dinh ky ca ky thi dung skill 00-ke-hoach-mkt; chot dinh vi truoc do thi dung skill 58-positioning. 59-go-to-market business & ops "},{"slug":"59-go-to-market-global","kind":"skill","name":"59 go to market global","tagline":"Use when a NEW product, offer, or course is going to market — beachhead segment selection, launch messaging, channels by phase across pre-launch, launch, and post-launch, milestones, success metrics, and go or no-go criteria. Trigger on 'go-to-market', 'GTM plan', 'product launch plan', 'we are launching a new product', 'beachhead segment', 'how do we launch this course'. Also use when the user has a finished product and no route to the first customers. Not for — the day-by-day execution checklist, see `60-launch-playbook-global`; the ongoing period plan, see `00-marketing-plan-global`; one campaign inside the launch, see `02-campaign-brief-global`; positioning first, see `58-positioning-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"59 go to market global use when a new product, offer, or course is going to market — beachhead segment selection, launch messaging, channels by phase across pre-launch, launch, and post-launch, milestones, success metrics, and go or no-go criteria. trigger on 'go-to-market', 'gtm plan', 'product launch plan', 'we are launching a new product', 'beachhead segment', 'how do we launch this course'. also use when the user has a finished product and no route to the first customers. not for — the day-by-day execution checklist, see `60-launch-playbook-global`; the ongoing period plan, see `00-marketing-plan-global`; one campaign inside the launch, see `02-campaign-brief-global`; positioning first, see `58-positioning-global`. 59-go-to-market-global business & ops "},{"slug":"60-launch-playbook","kind":"skill","name":"60 launch playbook","tagline":"Dung khi da co huong launch va can QUY TRINH chay cho khong vo tran — timeline T-30 den D+7, checklist tung bo phan content, design, ads, sales, CSKH; war-room ngay launch, escalation matrix va tieu chi roll-back. Kich hoat khi user nhac 'launch playbook', 'quy trinh launch', 'checklist launch', 'war room', 'sap launch ma so sot', 'ai lam gi trong ngay launch', 'SOP ra mat', 'lan truoc launch bi loan'. Khong dung cho — chon phan khuc va thong diep de ra thi truong thi dung skill 59-go-to-market; tong ket bai hoc sau khi launch xong thi dung skill 63-campaign-retrospective; su co truyen thong bung phat thi dung skill 66-crisis-playbook.","author":"minhnv0807","license":"MIT","stars":599,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"60 launch playbook dung khi da co huong launch va can quy trinh chay cho khong vo tran — timeline t-30 den d+7, checklist tung bo phan content, design, ads, sales, cskh; war-room ngay launch, escalation matrix va tieu chi roll-back. kich hoat khi user nhac 'launch playbook', 'quy trinh launch', 'checklist launch', 'war room', 'sap launch ma so sot', 'ai lam gi trong ngay launch', 'sop ra mat', 'lan truoc launch bi loan'. khong dung cho — chon phan khuc va thong diep de ra thi truong thi dung skill 59-go-to-market; tong ket bai hoc sau khi launch xong thi dung skill 63-campaign-retrospective; su co truyen thong bung phat thi dung skill 66-crisis-playbook. 60-launch-playbook business & ops "},{"slug":"60-launch-playbook-global","kind":"skill","name":"60 launch playbook global","tagline":"Use when a launch needs a repeatable EXECUTION playbook — a T-30 to D+7 timeline, per-function checklists for content, design, ads, sales, and engineering, a launch-day war room, an escalation matrix, and roll-back criteria. Trigger on 'launch playbook', 'launch checklist', 'launch day plan', 'launch SOP', 'war room', 'we launch in two weeks and nothing is organized'. Also use when a GTM strategy exists and nobody knows who does what on the day. Not for — the strategy and beachhead choice, see `59-go-to-market-global`; the campaign brief, see `02-campaign-brief-global`; the post-launch review, see `63-campaign-retrospective-global`; a live crisis, see `66-crisis-playbook-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"60 launch playbook global use when a launch needs a repeatable execution playbook — a t-30 to d+7 timeline, per-function checklists for content, design, ads, sales, and engineering, a launch-day war room, an escalation matrix, and roll-back criteria. trigger on 'launch playbook', 'launch checklist', 'launch day plan', 'launch sop', 'war room', 'we launch in two weeks and nothing is organized'. also use when a gtm strategy exists and nobody knows who does what on the day. not for — the strategy and beachhead choice, see `59-go-to-market-global`; the campaign brief, see `02-campaign-brief-global`; the post-launch review, see `63-campaign-retrospective-global`; a live crisis, see `66-crisis-playbook-global`. 60-launch-playbook-global business & ops "},{"slug":"61-budget-planning","kind":"skill","name":"61 budget planning","tagline":"Dung khi can chia TIEN marketing di dau bao nhieu — phan bo theo kenh, theo tang pheu va theo thang; ti le test vs scale; nguong tang va nguong cat lo; quy du phong; bang tracker chi tieu va nhip review. Kich hoat khi user nhac 'phan bo ngan sach', 'budget marketing', 'chi bao nhieu cho ads', 'ngan sach quy toi', 'budget allocation', 'nguong cat lo', 'tien it nen do vao dau', 'tieu het budget ma khong biet di dau'. Khong dung cho — tinh nguoc ngan sach can tu muc tieu doanh thu thi dung skill 10-tinh-kpi-nguoc; chia ngan sach chi tiet mot ky ads theo funnel thi dung skill 54-media-plan; ke hoach marketing tong the thi dung skill 00-ke-hoach-mkt.","author":"minhnv0807","license":"MIT","stars":599,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"61 budget planning dung khi can chia tien marketing di dau bao nhieu — phan bo theo kenh, theo tang pheu va theo thang; ti le test vs scale; nguong tang va nguong cat lo; quy du phong; bang tracker chi tieu va nhip review. kich hoat khi user nhac 'phan bo ngan sach', 'budget marketing', 'chi bao nhieu cho ads', 'ngan sach quy toi', 'budget allocation', 'nguong cat lo', 'tien it nen do vao dau', 'tieu het budget ma khong biet di dau'. khong dung cho — tinh nguoc ngan sach can tu muc tieu doanh thu thi dung skill 10-tinh-kpi-nguoc; chia ngan sach chi tiet mot ky ads theo funnel thi dung skill 54-media-plan; ke hoach marketing tong the thi dung skill 00-ke-hoach-mkt. 61-budget-planning business & ops "},{"slug":"61-budget-planning-global","kind":"skill","name":"61 budget planning global","tagline":"Use when a marketing BUDGET has to be planned or managed in USD — allocation by bucket, channel, and month, test versus scale split, scale-up and stop-loss thresholds, reserve, a plan-versus-actual tracker, and a review cadence. Trigger on 'budget planning', 'marketing budget', 'split the budget across channels', 'stop loss threshold', 'quarterly budget', 'we keep overspending and nobody notices'. Also use when a number has been approved and nobody has divided it up. Not for — the revenue-backward math that produces the number, see `10-reverse-kpi-global`; paid media allocation only, see `54-media-plan-global`; paying an external vendor, see `67-agency-vendor-brief-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"61 budget planning global use when a marketing budget has to be planned or managed in usd — allocation by bucket, channel, and month, test versus scale split, scale-up and stop-loss thresholds, reserve, a plan-versus-actual tracker, and a review cadence. trigger on 'budget planning', 'marketing budget', 'split the budget across channels', 'stop loss threshold', 'quarterly budget', 'we keep overspending and nobody notices'. also use when a number has been approved and nobody has divided it up. not for — the revenue-backward math that produces the number, see `10-reverse-kpi-global`; paid media allocation only, see `54-media-plan-global`; paying an external vendor, see `67-agency-vendor-brief-global`. 61-budget-planning-global business & ops "},{"slug":"62-marketing-review","kind":"skill","name":"62 marketing review","tagline":"Dung khi leader phai DUYET output CHU cua team truoc khi trien khai — content brief co dung insight va dung pillar khong, CTA co ro khong; ads copy va creative co proof cho claim khong, dung tone khong, hook co nam trong 125 ky tu dau khong; verdict Approve / Revise / Redo kem feedback cu the. Kich hoat khi user nhac 'duyet brief', 'review ads copy', 'duyet content', 'check truoc khi chay', 'bai nay dang duoc chua', 'em viet the nay sep xem giup', 'duyet output team'. Khong dung cho — cham diem THIET KE va hinh anh thi dung skill 47-design-review; danh gia nang luc nguoi lam thi dung skill 65-team-performance-review; can nhieu goc nhin phan bien cho mot huong chien luoc thi dung skill 72-hoi-dong-marketing.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"62 marketing review dung khi leader phai duyet output chu cua team truoc khi trien khai — content brief co dung insight va dung pillar khong, cta co ro khong; ads copy va creative co proof cho claim khong, dung tone khong, hook co nam trong 125 ky tu dau khong; verdict approve / revise / redo kem feedback cu the. kich hoat khi user nhac 'duyet brief', 'review ads copy', 'duyet content', 'check truoc khi chay', 'bai nay dang duoc chua', 'em viet the nay sep xem giup', 'duyet output team'. khong dung cho — cham diem thiet ke va hinh anh thi dung skill 47-design-review; danh gia nang luc nguoi lam thi dung skill 65-team-performance-review; can nhieu goc nhin phan bien cho mot huong chien luoc thi dung skill 72-hoi-dong-marketing. 62-marketing-review uncategorised "},{"slug":"62-marketing-review-global","kind":"skill","name":"62 marketing review global","tagline":"Use when a leader must review or approve TEXT-based team output before it ships — content briefs checked for angle, pillar, and CTA, ad copy and creative checked for substantiated claims, on-brand tone, a hook inside the first 125 characters, and platform policy, ending in an Approve, Revise, or Redo verdict with point-by-point feedback. Trigger on 'review this brief', 'approve the ad copy', 'check ads before launch', 'review team output', 'is this good enough to publish', 'my team keeps sending me drafts'. Not for — reviewing a visual design, see `47-design-review-global`; evaluating a person over a period, see `65-team-performance-review-global`; writing the copy yourself, see `05-ad-copy-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"62 marketing review global use when a leader must review or approve text-based team output before it ships — content briefs checked for angle, pillar, and cta, ad copy and creative checked for substantiated claims, on-brand tone, a hook inside the first 125 characters, and platform policy, ending in an approve, revise, or redo verdict with point-by-point feedback. trigger on 'review this brief', 'approve the ad copy', 'check ads before launch', 'review team output', 'is this good enough to publish', 'my team keeps sending me drafts'. not for — reviewing a visual design, see `47-design-review-global`; evaluating a person over a period, see `65-team-performance-review-global`; writing the copy yourself, see `05-ad-copy-global`. 62-marketing-review-global uncategorised "},{"slug":"63-campaign-retrospective","kind":"skill","name":"63 campaign retrospective","tagline":"Dung khi campaign DA KET THUC va can rut ra bai hoc dung cho lan sau — scorecard so lieu vs target, cai gi hieu qua, cai gi khong va vi sao co bang chung, bat ngo ngoai du doan, cap nhat playbook va Brand Hub, action item co nguoi chiu trach nhiem. Kich hoat khi user nhac 'retro campaign', 'retrospective', 'post-mortem', 'tong ket chien dich', 'bai hoc tu campaign', 'campaign vua roi rut ra gi', 'lan sau lam khac the nao'. Khong dung cho — bao cao so lieu dinh ky cho sep hoac khach thi dung skill 07-bao-cao-marketing; danh gia hieu suat tung nhan su thi dung skill 65-team-performance-review; ke hoach ads ky tiep thi dung skill 57-next-ads-plan.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"63 campaign retrospective dung khi campaign da ket thuc va can rut ra bai hoc dung cho lan sau — scorecard so lieu vs target, cai gi hieu qua, cai gi khong va vi sao co bang chung, bat ngo ngoai du doan, cap nhat playbook va brand hub, action item co nguoi chiu trach nhiem. kich hoat khi user nhac 'retro campaign', 'retrospective', 'post-mortem', 'tong ket chien dich', 'bai hoc tu campaign', 'campaign vua roi rut ra gi', 'lan sau lam khac the nao'. khong dung cho — bao cao so lieu dinh ky cho sep hoac khach thi dung skill 07-bao-cao-marketing; danh gia hieu suat tung nhan su thi dung skill 65-team-performance-review; ke hoach ads ky tiep thi dung skill 57-next-ads-plan. 63-campaign-retrospective uncategorised "},{"slug":"63-campaign-retrospective-global","kind":"skill","name":"63 campaign retrospective global","tagline":"Use when a campaign has ENDED and the team needs a structured retrospective — a scorecard against target, what worked, what did not, and why with evidence, surprises, process review, lessons written back into the playbook and Brand Hub, and action items with owners. Trigger on 'campaign retrospective', 'campaign retro', 'post-mortem', 'campaign debrief', 'what worked and what did not', 'the campaign is over, what did we learn'. Also use when a campaign underdelivered and the team is arguing about why. Not for — a periodic performance report, see `07-marketing-report-global`; diagnosing live numbers mid-flight, see `03-performance-eval-global`; the next period ads plan, see `57-next-ads-plan-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"63 campaign retrospective global use when a campaign has ended and the team needs a structured retrospective — a scorecard against target, what worked, what did not, and why with evidence, surprises, process review, lessons written back into the playbook and brand hub, and action items with owners. trigger on 'campaign retrospective', 'campaign retro', 'post-mortem', 'campaign debrief', 'what worked and what did not', 'the campaign is over, what did we learn'. also use when a campaign underdelivered and the team is arguing about why. not for — a periodic performance report, see `07-marketing-report-global`; diagnosing live numbers mid-flight, see `03-performance-eval-global`; the next period ads plan, see `57-next-ads-plan-global`. 63-campaign-retrospective-global data & ai "},{"slug":"64-team-brief","kind":"skill","name":"64 team brief","tagline":"Dung khi can GIAO VIEC cho tung nguoi trong team marketing hoac chuan bi hop — task cu the, deadline theo gio, definition of done, rang buoc, diem check-in, kem template agenda va bien ban hop lien phong ban co action item. Kich hoat khi user nhac 'giao task cho team', 'brief cho nhan vien', 'phan cong cong viec', 'brief 1:1', 'definition of done', 'template hop', 'agenda hop marketing', 'giao viec xong lam sai y'. Khong dung cho — brief tong the ca chien dich thi dung skill 02-brief-chien-dich; duyet output nguoi ta nop len thi dung skill 62-marketing-review; danh gia hieu suat dinh ky thi dung skill 65-team-performance-review; giao viec ra ben ngoai thi dung skill 67-agency-vendor-brief.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"64 team brief dung khi can giao viec cho tung nguoi trong team marketing hoac chuan bi hop — task cu the, deadline theo gio, definition of done, rang buoc, diem check-in, kem template agenda va bien ban hop lien phong ban co action item. kich hoat khi user nhac 'giao task cho team', 'brief cho nhan vien', 'phan cong cong viec', 'brief 1:1', 'definition of done', 'template hop', 'agenda hop marketing', 'giao viec xong lam sai y'. khong dung cho — brief tong the ca chien dich thi dung skill 02-brief-chien-dich; duyet output nguoi ta nop len thi dung skill 62-marketing-review; danh gia hieu suat dinh ky thi dung skill 65-team-performance-review; giao viec ra ben ngoai thi dung skill 67-agency-vendor-brief. 64-team-brief uncategorised "},{"slug":"64-team-brief-global","kind":"skill","name":"64 team brief global","tagline":"Use when a leader assigns work to a marketing team member or runs a cross-functional meeting — a task brief with concrete deliverables, a deadline with time and timezone, a definition of done, constraints, and check-in points, plus an async-first meeting agenda and action-item template. Trigger on 'assign a task', 'brief for my team', 'team brief', 'definition of done', 'meeting agenda template', 'my team keeps delivering the wrong thing'. Also use when the user says nobody knows who owns what. Not for — the campaign brief the whole team executes from, see `02-campaign-brief-global`; briefing an external agency or freelancer, see `67-agency-vendor-brief-global`; evaluating performance, see `65-team-performance-review-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"64 team brief global use when a leader assigns work to a marketing team member or runs a cross-functional meeting — a task brief with concrete deliverables, a deadline with time and timezone, a definition of done, constraints, and check-in points, plus an async-first meeting agenda and action-item template. trigger on 'assign a task', 'brief for my team', 'team brief', 'definition of done', 'meeting agenda template', 'my team keeps delivering the wrong thing'. also use when the user says nobody knows who owns what. not for — the campaign brief the whole team executes from, see `02-campaign-brief-global`; briefing an external agency or freelancer, see `67-agency-vendor-brief-global`; evaluating performance, see `65-team-performance-review-global`. 64-team-brief-global coding "},{"slug":"65-team-performance-review","kind":"skill","name":"65 team performance review","tagline":"Dung khi can danh gia CON NGUOI trong team marketing dua tren du lieu — KPI scorecard theo tung vai tro writer, designer, media buyer; diem manh co vi du that; diem can cai thien; development plan 30-90 ngay; rubric cham 1-5. Kich hoat khi user nhac 'danh gia nhan vien', 'performance review', 'review nhan su', '1:1 review thang', 'nguoi nay lam duoc khong', 'co nen tang luong khong', 'feedback cho team member'. Khong dung cho — tong ket mot campaign thay vi con nguoi thi dung skill 63-campaign-retrospective; duyet chat luong mot output cu the thi dung skill 62-marketing-review; giao viec va dat deadline thi dung skill 64-team-brief.","author":"minhnv0807","license":"MIT","stars":599,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"65 team performance review dung khi can danh gia con nguoi trong team marketing dua tren du lieu — kpi scorecard theo tung vai tro writer, designer, media buyer; diem manh co vi du that; diem can cai thien; development plan 30-90 ngay; rubric cham 1-5. kich hoat khi user nhac 'danh gia nhan vien', 'performance review', 'review nhan su', '1:1 review thang', 'nguoi nay lam duoc khong', 'co nen tang luong khong', 'feedback cho team member'. khong dung cho — tong ket mot campaign thay vi con nguoi thi dung skill 63-campaign-retrospective; duyet chat luong mot output cu the thi dung skill 62-marketing-review; giao viec va dat deadline thi dung skill 64-team-brief. 65-team-performance-review coding "},{"slug":"65-team-performance-review-global","kind":"skill","name":"65 team performance review global","tagline":"Use when a leader evaluates a marketing TEAM MEMBER using data — a KPI scorecard by role, strengths with real examples, areas to improve stated as observable behavior, a 30 and 90 day development plan, and a 1-5 rating rubric. Trigger on 'performance review for my marketer', 'evaluate a team member', 'monthly 1:1 review', 'feedback for my content writer', 'development plan for an employee', 'is this person underperforming'. Also use when the user is unhappy with someone and cannot articulate why. Not for — evaluating a campaign rather than a person, see `63-campaign-retrospective-global`; reviewing one piece of output, see `62-marketing-review-global`; scoring an external vendor, see `67-agency-vendor-brief-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"65 team performance review global use when a leader evaluates a marketing team member using data — a kpi scorecard by role, strengths with real examples, areas to improve stated as observable behavior, a 30 and 90 day development plan, and a 1-5 rating rubric. trigger on 'performance review for my marketer', 'evaluate a team member', 'monthly 1:1 review', 'feedback for my content writer', 'development plan for an employee', 'is this person underperforming'. also use when the user is unhappy with someone and cannot articulate why. not for — evaluating a campaign rather than a person, see `63-campaign-retrospective-global`; reviewing one piece of output, see `62-marketing-review-global`; scoring an external vendor, see `67-agency-vendor-brief-global`. 65-team-performance-review-global coding "},{"slug":"66-crisis-playbook","kind":"skill","name":"66 crisis playbook","tagline":"Dung khi thuong hieu DANG bi tan cong hoac campaign gay phan ung xau — phan loai 5 cap L1 den L5, quy trinh 4 gio dau, template phan hoi tung tinh huong, ai duoc phat ngon, danh sach TUYET DOI khong lam va post-mortem sau khung hoang. Kich hoat khi user nhac 'khung hoang truyen thong', 'crisis', 'bi bao xau', 'review 1 sao lan rong', 'content gay phan ung', 'khach to tren mang', 'dang bi tay chay', 'phai xin loi the nao'. Khong dung cho — theo doi va canh bao som khi chua co su co thi dung skill 15-social-listening; campaign kem ve so lieu chu khong phai su co thi dung skill 03-danh-gia-hieu-suat; tong ket bai hoc sau khi da yen thi dung skill 63-campaign-retrospective.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/run-pr","taskName":"PR & reputation","hay":"66 crisis playbook dung khi thuong hieu dang bi tan cong hoac campaign gay phan ung xau — phan loai 5 cap l1 den l5, quy trinh 4 gio dau, template phan hoi tung tinh huong, ai duoc phat ngon, danh sach tuyet doi khong lam va post-mortem sau khung hoang. kich hoat khi user nhac 'khung hoang truyen thong', 'crisis', 'bi bao xau', 'review 1 sao lan rong', 'content gay phan ung', 'khach to tren mang', 'dang bi tay chay', 'phai xin loi the nao'. khong dung cho — theo doi va canh bao som khi chua co su co thi dung skill 15-social-listening; campaign kem ve so lieu chu khong phai su co thi dung skill 03-danh-gia-hieu-suat; tong ket bai hoc sau khi da yen thi dung skill 63-campaign-retrospective. 66-crisis-playbook marketing "},{"slug":"66-crisis-playbook-global","kind":"skill","name":"66 crisis playbook global","tagline":"Use when a brand faces a communications CRISIS or a campaign is failing in public — L1 to L5 severity classification, a first-four-hours process, response templates by type, an escalation matrix, a do-not-do list, holding statements, and a post-mortem. Trigger on 'PR crisis', 'crisis playbook', 'a complaint is going viral', 'bad reviews are spreading', 'our content caused backlash', 'we are getting attacked online'. Also use when the user forwards an angry thread and asks what to do right now. Not for — monitoring before anything blows up, see `15-social-listening-global`; diagnosing weak performance numbers, see `03-performance-eval-global`; the routine post-campaign review, see `63-campaign-retrospective-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/run-pr","taskName":"PR & reputation","hay":"66 crisis playbook global use when a brand faces a communications crisis or a campaign is failing in public — l1 to l5 severity classification, a first-four-hours process, response templates by type, an escalation matrix, a do-not-do list, holding statements, and a post-mortem. trigger on 'pr crisis', 'crisis playbook', 'a complaint is going viral', 'bad reviews are spreading', 'our content caused backlash', 'we are getting attacked online'. also use when the user forwards an angry thread and asks what to do right now. not for — monitoring before anything blows up, see `15-social-listening-global`; diagnosing weak performance numbers, see `03-performance-eval-global`; the routine post-campaign review, see `63-campaign-retrospective-global`. 66-crisis-playbook-global marketing "},{"slug":"67-agency-vendor-brief","kind":"skill","name":"67 agency vendor brief","tagline":"Dung khi thue NGUOI NGOAI lam — agency, freelancer, production house, vendor: scope of work, spec deliverable, so vong sua, quy trinh duyet, moc thanh toan, dieu khoan IP va bao mat, bang danh gia vendor sau du an. Kich hoat khi user nhac 'brief agency', 'thue freelancer', 'quan ly vendor', 'scope of work', 'agency lam khong dung y', 'thue ngoai quay TVC', 'bao gia agency co hop ly khong', 'onboard vendor moi'. Khong dung cho — giao viec cho nhan su noi bo thi dung skill 64-team-brief; brief creator quay UGC hoac KOC thi dung skill 06-brief-ugc-egc; nhan brief tu khach khi CHINH MINH la agency thi dung skill 20-brief-client-intake.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"67 agency vendor brief dung khi thue nguoi ngoai lam — agency, freelancer, production house, vendor: scope of work, spec deliverable, so vong sua, quy trinh duyet, moc thanh toan, dieu khoan ip va bao mat, bang danh gia vendor sau du an. kich hoat khi user nhac 'brief agency', 'thue freelancer', 'quan ly vendor', 'scope of work', 'agency lam khong dung y', 'thue ngoai quay tvc', 'bao gia agency co hop ly khong', 'onboard vendor moi'. khong dung cho — giao viec cho nhan su noi bo thi dung skill 64-team-brief; brief creator quay ugc hoac koc thi dung skill 06-brief-ugc-egc; nhan brief tu khach khi chinh minh la agency thi dung skill 20-brief-client-intake. 67-agency-vendor-brief uncategorised "},{"slug":"67-agency-vendor-brief-global","kind":"skill","name":"67 agency vendor brief global","tagline":"Use when briefing or managing an EXTERNAL agency, freelancer, or production vendor — scope of work, deliverable specs, revision rounds, approval process, USD payment milestones, IP assignment and confidentiality terms, communication rules, and a post-project vendor scorecard. Trigger on 'brief an agency', 'hire a freelancer', 'scope of work', 'the agency is not delivering', 'onboard a new vendor', 'we keep paying for work we have to redo'. Also use when the user is about to sign a supplier with nothing written down. Not for — briefing an internal team member, see `64-team-brief-global`; the campaign brief itself, see `02-campaign-brief-global`; the asset list the vendor produces, see `41-campaign-asset-list-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"67 agency vendor brief global use when briefing or managing an external agency, freelancer, or production vendor — scope of work, deliverable specs, revision rounds, approval process, usd payment milestones, ip assignment and confidentiality terms, communication rules, and a post-project vendor scorecard. trigger on 'brief an agency', 'hire a freelancer', 'scope of work', 'the agency is not delivering', 'onboard a new vendor', 'we keep paying for work we have to redo'. also use when the user is about to sign a supplier with nothing written down. not for — briefing an internal team member, see `64-team-brief-global`; the campaign brief itself, see `02-campaign-brief-global`; the asset list the vendor produces, see `41-campaign-asset-list-global`. 67-agency-vendor-brief-global uncategorised "},{"slug":"68-cro-audit-trang","kind":"skill","name":"68 CRO audit trang","tagline":"Chan doan be mat chuyen doi DANG CHAY nhung khong ra don — phan loai 3 truc (loai trang, muc tieu chuyen doi, nguon traffic), chan doan 7 chieu theo dung thu tu tac dong, output 4 nhom sua trong do co ban thay the cho copy, kem che do hoi quy khi sua xong lai kem hon truoc. Kich hoat khi user nhac 'trang khong ra don', 'toi uu chuyen doi', 'CRO', 'landing page khong convert', 'tang ti le chuyen doi', 'sua xong lai kem hon', 'khach vao nhieu ma khong inbox'. Khong dung cho — xay trang moi tu dau thi dung skill 12-brief-landing-page; nghi ngo ads chu khong phai trang thi dung skill 21-audit-ads-performance; muon kiem chung gia thuyet bang so thi dung skill 19-ab-test-setup.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"68 cro audit trang chan doan be mat chuyen doi dang chay nhung khong ra don — phan loai 3 truc (loai trang, muc tieu chuyen doi, nguon traffic), chan doan 7 chieu theo dung thu tu tac dong, output 4 nhom sua trong do co ban thay the cho copy, kem che do hoi quy khi sua xong lai kem hon truoc. kich hoat khi user nhac 'trang khong ra don', 'toi uu chuyen doi', 'cro', 'landing page khong convert', 'tang ti le chuyen doi', 'sua xong lai kem hon', 'khach vao nhieu ma khong inbox'. khong dung cho — xay trang moi tu dau thi dung skill 12-brief-landing-page; nghi ngo ads chu khong phai trang thi dung skill 21-audit-ads-performance; muon kiem chung gia thuyet bang so thi dung skill 19-ab-test-setup. 68-cro-audit-trang uncategorised "},{"slug":"69-giu-chan-khach-hang","kind":"skill","name":"69 giu chan khach hang","tagline":"Xay he thong giu chan khach hang cho SME VN — phan nhanh theo mo hinh kinh doanh truoc (mua 1 lan / goi lieu trinh / the thanh vien / thue bao), bang tin hieu sap mat khach viet lai bang du lieu SME thuc su co, moc can thiep truoc khi mat, khao sat ly do roi kem bang ly do sang uu dai, chuoi keo lai chay email va Zalo OA song song, cong 3 chi so do luong voi quy tac trung thuc. Kich hoat khi user nhac 'giu chan khach hang', 'khach khong quay lai', 'churn', 'retention', 'khach bo giua lieu trinh', 'keo lai khach cu', 'khach doi huy goi', 'ti le mua lai thap'. Khong dung cho — thiet ke goi ban cho khach moi thi dung skill 31-offer-design; viet chuoi email thuan tuy thi dung skill 14-email-marketing; doc duong cong cohort de biet ai sap roi thi dung skill 13-phan-tich-du-lieu truoc.","author":"minhnv0807","license":"MIT","stars":599,"dept":"support","deptName":"Customer support","task":"support/stop-churn","taskName":"Churn & renewals","hay":"69 giu chan khach hang xay he thong giu chan khach hang cho sme vn — phan nhanh theo mo hinh kinh doanh truoc (mua 1 lan / goi lieu trinh / the thanh vien / thue bao), bang tin hieu sap mat khach viet lai bang du lieu sme thuc su co, moc can thiep truoc khi mat, khao sat ly do roi kem bang ly do sang uu dai, chuoi keo lai chay email va zalo oa song song, cong 3 chi so do luong voi quy tac trung thuc. kich hoat khi user nhac 'giu chan khach hang', 'khach khong quay lai', 'churn', 'retention', 'khach bo giua lieu trinh', 'keo lai khach cu', 'khach doi huy goi', 'ti le mua lai thap'. khong dung cho — thiet ke goi ban cho khach moi thi dung skill 31-offer-design; viet chuoi email thuan tuy thi dung skill 14-email-marketing; doc duong cong cohort de biet ai sap roi thi dung skill 13-phan-tich-du-lieu truoc. 69-giu-chan-khach-hang business & ops "},{"slug":"70-lead-magnet","kind":"skill","name":"70 lead magnet","tagline":"Thiet ke thu mien phi de doi lay thong tin lien he — ma tran loai lead magnet theo giai doan nhan thuc, danh sach dinh dang hop VN (checklist, bang bao gia mau, mini-guide, quiz, file Google Sheet tinh san, buoi tu van hoac dung thu mien phi), bang quyet dinh co nen gate hay khong, xin thong tin gi, giao qua kenh nao, trang cam on, tin hieu chat luong lead, va thang cham diem 8 yeu to cho cong cu mien phi. Kich hoat khi user nhac 'lead magnet', 'tang gi de lay so dien thoai', 'qua tang mien phi', 'tai lieu mien phi doi thong tin', 'moi mien phi', 'cong cu mien phi lay lead', 'chay lead ads ma khong biet tang gi'. Khong dung cho — lam trang dat lead magnet thi dung skill 12-brief-landing-page; nuoi duong sau khi da co contact thi dung skill 14-email-marketing; thiet ke goi ban tra tien thi dung skill 31-offer-design.","author":"minhnv0807","license":"MIT","stars":599,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"70 lead magnet thiet ke thu mien phi de doi lay thong tin lien he — ma tran loai lead magnet theo giai doan nhan thuc, danh sach dinh dang hop vn (checklist, bang bao gia mau, mini-guide, quiz, file google sheet tinh san, buoi tu van hoac dung thu mien phi), bang quyet dinh co nen gate hay khong, xin thong tin gi, giao qua kenh nao, trang cam on, tin hieu chat luong lead, va thang cham diem 8 yeu to cho cong cu mien phi. kich hoat khi user nhac 'lead magnet', 'tang gi de lay so dien thoai', 'qua tang mien phi', 'tai lieu mien phi doi thong tin', 'moi mien phi', 'cong cu mien phi lay lead', 'chay lead ads ma khong biet tang gi'. khong dung cho — lam trang dat lead magnet thi dung skill 12-brief-landing-page; nuoi duong sau khi da co contact thi dung skill 14-email-marketing; thiet ke goi ban tra tien thi dung skill 31-offer-design. 70-lead-magnet sales & ecommerce "},{"slug":"71-sales-enablement","kind":"skill","name":"71 sales enablement","tagline":"Bo tai lieu ban hang cong voi ky luat giu pipeline cho SME VN, gop mot skill vi cung mot nguoi lam ca hai viec — the persona nguoi mua (co ca nguoi can duong), one-pager, outline bo slide tu van, thu vien xu ly phan doi kieu VN viet o hai dang (bang tra nhanh khi dang goi va ban day du de dao tao), kich ban demo co moc thoi gian, bao gia, giai doan pipeline co tieu chi RA cong nguoi chiu trach nhiem cong SLA, quy tac toc do phan hoi inbox Zalo, va phuong an khong co CRM bang Google Sheet cong nhan Zalo. Kich hoat khi user nhac 'tai lieu ban hang', 'sales deck', 'xu ly phan doi', 'kich ban tu van', 'pipeline ban hang', 'quan ly khach tiem nang', 'bao gia cho khach', 'khach noi de suy nghi them'. Khong dung cho — tim va tao lead moi thi dung skill 33-b2b-lead-gen; thiet ke goi ban va muc gia thi dung skill 31-offer-design va skill 17-pricing-strategy.","author":"minhnv0807","license":"MIT","stars":599,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"71 sales enablement bo tai lieu ban hang cong voi ky luat giu pipeline cho sme vn, gop mot skill vi cung mot nguoi lam ca hai viec — the persona nguoi mua (co ca nguoi can duong), one-pager, outline bo slide tu van, thu vien xu ly phan doi kieu vn viet o hai dang (bang tra nhanh khi dang goi va ban day du de dao tao), kich ban demo co moc thoi gian, bao gia, giai doan pipeline co tieu chi ra cong nguoi chiu trach nhiem cong sla, quy tac toc do phan hoi inbox zalo, va phuong an khong co crm bang google sheet cong nhan zalo. kich hoat khi user nhac 'tai lieu ban hang', 'sales deck', 'xu ly phan doi', 'kich ban tu van', 'pipeline ban hang', 'quan ly khach tiem nang', 'bao gia cho khach', 'khach noi de suy nghi them'. khong dung cho — tim va tao lead moi thi dung skill 33-b2b-lead-gen; thiet ke goi ban va muc gia thi dung skill 31-offer-design va skill 17-pricing-strategy. 71-sales-enablement sales & ecommerce "},{"slug":"72-hoi-dong-marketing","kind":"skill","name":"72 hoi dong marketing","tagline":"Mo phong hoi dong co van marketing bang nam archetype an danh de chong kieu that bai pho bien nhat khi dung AI mot minh — AI dong y voi nguoi hoi. Moi archetype co lang kinh rieng, cau hoi dac trung va diem mu; bat buoc co nguoi phan bien; san pham chinh la ban do bat dong neu 2-4 diem xung dot that, danh doi ben duoi tung diem, va bang chung nao se giai quyet duoc no. Kich hoat khi user nhac 'hoi dong marketing', 'nhieu goc nhin', 'phan bien giup toi', 'tranh luan chien luoc', 'toi dang phan van giua hai huong', 'ai do cai lai toi di', 'board of advisors'. Khong dung cho — duyet mot output cu the truoc khi trien khai thi dung skill 62-marketing-review; da chon huong roi va can ke hoach thi dung skill 00-ke-hoach-mkt.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"72 hoi dong marketing mo phong hoi dong co van marketing bang nam archetype an danh de chong kieu that bai pho bien nhat khi dung ai mot minh — ai dong y voi nguoi hoi. moi archetype co lang kinh rieng, cau hoi dac trung va diem mu; bat buoc co nguoi phan bien; san pham chinh la ban do bat dong neu 2-4 diem xung dot that, danh doi ben duoi tung diem, va bang chung nao se giai quyet duoc no. kich hoat khi user nhac 'hoi dong marketing', 'nhieu goc nhin', 'phan bien giup toi', 'tranh luan chien luoc', 'toi dang phan van giua hai huong', 'ai do cai lai toi di', 'board of advisors'. khong dung cho — duyet mot output cu the truoc khi trien khai thi dung skill 62-marketing-review; da chon huong roi va can ke hoach thi dung skill 00-ke-hoach-mkt. 72-hoi-dong-marketing uncategorised "},{"slug":"74-copy-hai-lop","kind":"skill","name":"74 copy hai lop","tagline":"Dung khi can viet slogan, headline poster hoac cau ngan co HAI LOP NGHIA — mat chu dung o hot/le/canh, lop trong la brand, de nguoi doc tu nhay mot nhip. Ra 3-5 phuong an khac cong thuc, kem brief visual giao skill 42. Kich hoat khi user nhac 'viet slogan', 'cau hai y', 'copy poster', 'an y nhu Durex', 'headline poster', 'copy doi am', 'viet cau ngan dang anh'. Khong dung cho — copy quang cao tra tien theo pheu thi dung skill 05-copy-quang-cao; caption organic dai thi dung skill 37-caption-social; dinh vi chien luoc thi dung skill 58-positioning; brief anh chi tiet thi dung skill 42-brief-hinh-anh.","author":"minhnv0807","license":"MIT","stars":599,"dept":"design","deptName":"Design","task":"design/make-graphics","taskName":"Graphics & banners","hay":"74 copy hai lop dung khi can viet slogan, headline poster hoac cau ngan co hai lop nghia — mat chu dung o hot/le/canh, lop trong la brand, de nguoi doc tu nhay mot nhip. ra 3-5 phuong an khac cong thuc, kem brief visual giao skill 42. kich hoat khi user nhac 'viet slogan', 'cau hai y', 'copy poster', 'an y nhu durex', 'headline poster', 'copy doi am', 'viet cau ngan dang anh'. khong dung cho — copy quang cao tra tien theo pheu thi dung skill 05-copy-quang-cao; caption organic dai thi dung skill 37-caption-social; dinh vi chien luoc thi dung skill 58-positioning; brief anh chi tiet thi dung skill 42-brief-hinh-anh. 74-copy-hai-lop design & ui "},{"slug":"channel-operator-minhnv0807","kind":"agent","name":"Channel operator","tagline":"Agent van hanh kenh — thiet lap kenh, brief landing page, email marketing, social listening","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"channel operator agent van hanh kenh — thiet lap kenh, brief landing page, email marketing, social listening channel-operator-minhnv0807 uncategorised "},{"slug":"content-producer-minhnv0807","kind":"agent","name":"Content producer","tagline":"Agent san xuat noi dung — viet script, copy, brief creator, lap lich noi dung","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"content producer agent san xuat noi dung — viet script, copy, brief creator, lap lich noi dung content-producer-minhnv0807 uncategorised "},{"slug":"design-producer","kind":"agent","name":"Design producer","tagline":"Agent visual & production — asset list, brief anh/carousel/video, brand guideline, design review, HTML email/landing","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"design producer agent visual & production — asset list, brief anh/carousel/video, brand guideline, design review, html email/landing design-producer uncategorised "},{"slug":"mkt-strategist","kind":"agent","name":"Mkt strategist","tagline":"Agent chien luoc marketing — lap ke hoach, nghien cuu thi truong, phan tich doi thu, xay dung chien luoc thuong hieu","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"mkt strategist agent chien luoc marketing — lap ke hoach, nghien cuu thi truong, phan tich doi thu, xay dung chien luoc thuong hieu mkt-strategist uncategorised "},{"slug":"performance-analyst-minhnv0807","kind":"agent","name":"Performance analyst","tagline":"Agent phan tich hieu suat — doc data, danh gia chien dich, tinh KPI, bao cao","author":"minhnv0807","license":"MIT","stars":599,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"performance analyst agent phan tich hieu suat — doc data, danh gia chien dich, tinh kpi, bao cao performance-analyst-minhnv0807 coding "},{"slug":"personal-brand-builder","kind":"agent","name":"Personal brand builder","tagline":"Agent xay dung thuong hieu ca nhan voi AI Avatar — chien luoc, content engine, monetization, community cho founder/coach/creator","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"personal brand builder agent xay dung thuong hieu ca nhan voi ai avatar — chien luoc, content engine, monetization, community cho founder/coach/creator personal-brand-builder uncategorised "},{"slug":"product-marketing-context","kind":"skill","name":"Product marketing context","tagline":"Dung khi bat dau lam viec voi mot san pham hoac khach hang moi — skill nay tao FILE CONTEXT ma hon 60 skill khac se doc, gom san pham, khach hang, dinh vi, proof, objection, brand voice va KPI. Chay mot lan, dung lai mai ve sau. Kich hoat khi user nhac 'tao context', 'setup product marketing context', 'bat dau du an moi', 'AI chua hieu san pham cua toi', 'khai bao thong tin san pham'. Khong dung cho — context cho thuong hieu CA NHAN thi dung skill 22-personal-brand-context; nghien cuu insight sau thi dung skill 09-insight-khach-hang.","author":"minhnv0807","license":"MIT","stars":599,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"product marketing context dung khi bat dau lam viec voi mot san pham hoac khach hang moi — skill nay tao file context ma hon 60 skill khac se doc, gom san pham, khach hang, dinh vi, proof, objection, brand voice va kpi. chay mot lan, dung lai mai ve sau. kich hoat khi user nhac 'tao context', 'setup product marketing context', 'bat dau du an moi', 'ai chua hieu san pham cua toi', 'khai bao thong tin san pham'. khong dung cho — context cho thuong hieu ca nhan thi dung skill 22-personal-brand-context; nghien cuu insight sau thi dung skill 09-insight-khach-hang. product-marketing-context uncategorised "},{"slug":"product-marketing-context-global","kind":"skill","name":"Product marketing context global","tagline":"Use when starting work on a new product, client, or market — this skill creates the file `.agents/product-marketing-context-global.md` that 60+ other global skills read before they write anything: product, ICP, positioning, proof, objections, brand voice, pricing, and KPIs, with a region variant for US, EU, SEA, or LATAM. Run once, reuse forever. Trigger on 'set up marketing context', 'new client setup', 'onboard a new product', 'the AI does not know my product', 'US marketing context', 'EU GDPR setup', 'SEA market context', 'LATAM setup'. Also use when the user complains every answer comes back generic because nothing about the business was ever provided. Not for — a personal brand belonging to a founder, coach, or creator, see `22-personal-brand-context-global`; deep persona and JTBD research, see `09-customer-insight-global`; the period plan itself, see `00-marketing-plan-global`.","author":"minhnv0807","license":"MIT","stars":599,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"product marketing context global use when starting work on a new product, client, or market — this skill creates the file `.agents/product-marketing-context-global.md` that 60+ other global skills read before they write anything: product, icp, positioning, proof, objections, brand voice, pricing, and kpis, with a region variant for us, eu, sea, or latam. run once, reuse forever. trigger on 'set up marketing context', 'new client setup', 'onboard a new product', 'the ai does not know my product', 'us marketing context', 'eu gdpr setup', 'sea market context', 'latam setup'. also use when the user complains every answer comes back generic because nothing about the business was ever provided. not for — a personal brand belonging to a founder, coach, or creator, see `22-personal-brand-context-global`; deep persona and jtbd research, see `09-customer-insight-global`; the period plan itself, see `00-marketing-plan-global`. product-marketing-context-global marketing "},{"slug":"05-ad-copy-global","kind":"skill","name":"Ad Copy (Global)","tagline":"Use when the user needs PAID ad copy for Meta, Google, or TikTok — six variants across TOFU, MOFU, and BOFU using AIDA, PAS, and BAB, respecting each platform character limit and ad policy, with a dropshipping mode. Trigger on 'ad copy', 'write Facebook ads', 'TikTok ad copy', 'Google RSA headlines', 'primary text for this ad', 'my ad copy is not converting'. Also use when the user has a product page and asks what to run as an ad. Not for — organic social captions, see `37-social-caption-global`; spoken video lines, see `04-script-video-global`; approving copy already written, see `62-marketing-review-global`; the page the ad points at, see `12-landing-page-brief-global`.","author":"minhnv0807","license":"MIT","stars":592,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"ad copy (global) use when the user needs paid ad copy for meta, google, or tiktok — six variants across tofu, mofu, and bofu using aida, pas, and bab, respecting each platform character limit and ad policy, with a dropshipping mode. trigger on 'ad copy', 'write facebook ads', 'tiktok ad copy', 'google rsa headlines', 'primary text for this ad', 'my ad copy is not converting'. also use when the user has a product page and asks what to run as an ad. not for — organic social captions, see `37-social-caption-global`; spoken video lines, see `04-script-video-global`; approving copy already written, see `62-marketing-review-global`; the page the ad points at, see `12-landing-page-brief-global`. 05-ad-copy-global marketing "},{"slug":"21-ads-audit-global","kind":"skill","name":"Ads Audit (Global) — Health Score & Action Plan","tagline":"Use when an ad account needs a systematic CONFIGURATION audit — 84 checkpoints across account, campaign, ad set, ad, tracking, and optimization, scored into a Health Score out of 100, quick wins ranked by impact, regional benchmarks, and a dropshipping checklist, covering Meta, Google, and TikTok. Trigger on 'ads audit', 'audit my ad account', 'is my Meta setup correct', 'health score for the account', 'review my Google Ads', 'we inherited this account and it is a mess'. Not for — diagnosing why the numbers moved this week, see `03-performance-eval-global`; planning fresh budget, see `54-media-plan-global`; rebuilding the campaign hierarchy, see `52-account-structure-global`.","author":"minhnv0807","license":"MIT","stars":592,"dept":"marketing","deptName":"Marketing","task":"marketing/ad-account-audit","taskName":"Ad account audit","hay":"ads audit (global) — health score & action plan use when an ad account needs a systematic configuration audit — 84 checkpoints across account, campaign, ad set, ad, tracking, and optimization, scored into a health score out of 100, quick wins ranked by impact, regional benchmarks, and a dropshipping checklist, covering meta, google, and tiktok. trigger on 'ads audit', 'audit my ad account', 'is my meta setup correct', 'health score for the account', 'review my google ads', 'we inherited this account and it is a mess'. not for — diagnosing why the numbers moved this week, see `03-performance-eval-global`; planning fresh budget, see `54-media-plan-global`; rebuilding the campaign hierarchy, see `52-account-structure-global`. 21-ads-audit-global marketing "},{"slug":"33-b2b-lead-gen-global","kind":"skill","name":"B2B Lead Gen (Global)","tagline":"Use when the user needs B2B pipeline work — ICP and account lists, prospecting, cold email and LinkedIn outbound sequences, lead scoring, MQL to SQL handoff, sales decks, objection handling, demo scripts, CRM pipeline hygiene, and RevOps reporting. Trigger on 'find leads', 'prospect list', 'cold email sequence', 'outbound campaign', 'lead scoring model', 'our pipeline is empty', 'sales deck for enterprise buyers'. Also use when the user has a strong product and no route to the companies that need it. Not for — consumer lifecycle email, see `14-email-marketing-global`; the offer being sold, see `31-offer-design-global`; positioning against rivals, see `58-positioning-global`; inbound content, see `36-content-brief-global`.","author":"minhnv0807","license":"MIT","stars":592,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"b2b lead gen (global) use when the user needs b2b pipeline work — icp and account lists, prospecting, cold email and linkedin outbound sequences, lead scoring, mql to sql handoff, sales decks, objection handling, demo scripts, crm pipeline hygiene, and revops reporting. trigger on 'find leads', 'prospect list', 'cold email sequence', 'outbound campaign', 'lead scoring model', 'our pipeline is empty', 'sales deck for enterprise buyers'. also use when the user has a strong product and no route to the companies that need it. not for — consumer lifecycle email, see `14-email-marketing-global`; the offer being sold, see `31-offer-design-global`; positioning against rivals, see `58-positioning-global`; inbound content, see `36-content-brief-global`. 33-b2b-lead-gen-global sales & ecommerce "},{"slug":"29-dropshipping-mastery-global","kind":"skill","name":"Dropshipping Mastery — Global","tagline":"Use when the user is launching or running a DROPSHIPPING business end to end — the full 12-phase pipeline: product research with winning criteria, Minea and PiPiAds, supplier sourcing on AliExpress, CJ, Spocket, and Zendrop, Shopify store and app setup, the 10-ads-per-week creative pipeline, interest and lookalike targeting, 3-5x markup and BE-ROAS math, customer service, and scaling. Trigger on 'start dropshipping', 'winning product research', 'Shopify store setup', 'AliExpress supplier', 'scale my dropshipping store', 'my store gets traffic and no sales'. Not for — only the ad copy, see `05-ad-copy-global`; only the product page, see `12-landing-page-brief-global`; only the account audit, see `21-ads-audit-global`; only pricing, see `17-pricing-strategy-global`.","author":"minhnv0807","license":"MIT","stars":592,"dept":"sales","deptName":"Sales","task":"sales/run-dropship","taskName":"Dropshipping & POD","hay":"dropshipping mastery — global use when the user is launching or running a dropshipping business end to end — the full 12-phase pipeline: product research with winning criteria, minea and pipiads, supplier sourcing on aliexpress, cj, spocket, and zendrop, shopify store and app setup, the 10-ads-per-week creative pipeline, interest and lookalike targeting, 3-5x markup and be-roas math, customer service, and scaling. trigger on 'start dropshipping', 'winning product research', 'shopify store setup', 'aliexpress supplier', 'scale my dropshipping store', 'my store gets traffic and no sales'. not for — only the ad copy, see `05-ad-copy-global`; only the product page, see `12-landing-page-brief-global`; only the account audit, see `21-ads-audit-global`; only pricing, see `17-pricing-strategy-global`. 29-dropshipping-mastery-global sales & ecommerce "},{"slug":"14-email-marketing-global","kind":"skill","name":"Email Marketing (Global)","tagline":"Use when the user needs email or lifecycle automation — welcome series, nurture, abandoned cart, re-engagement, broadcast, and transactional flows with subject lines, segmentation, cadence, and deliverability, plus legal variants: CAN-SPAM for US, GDPR opt-in for EU, PDPA for SEA, LGPD for LATAM. Covers Klaviyo, Mailchimp, and ActiveCampaign. Trigger on 'email marketing', 'welcome sequence', 'drip campaign', 'newsletter', 'abandoned cart emails', 'nobody opens our emails'. Not for — coding HTML that renders correctly in Outlook, see `49-html-email-template-global`; cold outbound to B2B prospects, see `33-b2b-lead-gen-global`; refer-a-friend loops, see `18-referral-program-global`.","author":"minhnv0807","license":"MIT","stars":592,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"email marketing (global) use when the user needs email or lifecycle automation — welcome series, nurture, abandoned cart, re-engagement, broadcast, and transactional flows with subject lines, segmentation, cadence, and deliverability, plus legal variants: can-spam for us, gdpr opt-in for eu, pdpa for sea, lgpd for latam. covers klaviyo, mailchimp, and activecampaign. trigger on 'email marketing', 'welcome sequence', 'drip campaign', 'newsletter', 'abandoned cart emails', 'nobody opens our emails'. not for — coding html that renders correctly in outlook, see `49-html-email-template-global`; cold outbound to b2b prospects, see `33-b2b-lead-gen-global`; refer-a-friend loops, see `18-referral-program-global`. 14-email-marketing-global marketing "},{"slug":"12-landing-page-brief-global","kind":"skill","name":"Landing Page Brief (Global)","tagline":"Use when a NEW landing page, sales page, or single-product page has to be built — seven-section structure, one page one goal one CTA, copy per block, mobile-first rules, technical and speed requirements, tracking plan, A/B test plan, and a dropshipping single-product mode. Trigger on 'landing page brief', 'build a sales page', 'I need a landing page', 'brief for the dev', 'Shopify product page', 'what should go on the page'. Also use when ad traffic is ready and there is nowhere to send it. Not for — the ad copy pointing at the page, see `05-ad-copy-global`; the offer and its value stack, see `31-offer-design-global`; scoring a finished design, see `47-design-review-global`; coded email, see `49-html-email-template-global`.","author":"minhnv0807","license":"MIT","stars":592,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"landing page brief (global) use when a new landing page, sales page, or single-product page has to be built — seven-section structure, one page one goal one cta, copy per block, mobile-first rules, technical and speed requirements, tracking plan, a/b test plan, and a dropshipping single-product mode. trigger on 'landing page brief', 'build a sales page', 'i need a landing page', 'brief for the dev', 'shopify product page', 'what should go on the page'. also use when ad traffic is ready and there is nowhere to send it. not for — the ad copy pointing at the page, see `05-ad-copy-global`; the offer and its value stack, see `31-offer-design-global`; scoring a finished design, see `47-design-review-global`; coded email, see `49-html-email-template-global`. 12-landing-page-brief-global marketing "},{"slug":"27-personal-brand-monetize","kind":"skill","name":"Personal Brand Monetize — Funnel Kiem Tien Tu Personal Brand","tagline":"Dung khi mot CA NHAN da co nguoi theo doi va muon RA TIEN — 3 phien ban funnel cho founder, coach, creator; offer ladder tu mien phi den high-ticket; tam ly gia cho dich vu gan voi con nguoi; inbound vs outbound; dam phan brand deal cho creator; thue va phap ly ca nhan tai VN. Kich hoat khi user nhac 'kiem tien tu personal brand', 'offer ladder ca nhan', 'ban khoa hoc', 'coaching 1-1', 'nhan booking sponsorship', 'nhieu follower ma khong ra tien', 'founder lead gen'. Khong dung cho — dinh gia san pham cua DOANH NGHIEP thi dung skill 17-pricing-strategy; dong goi offer cho san pham cong ty thi dung skill 31-offer-design; chuoi email nuoi duong thi dung skill 14-email-marketing.","author":"minhnv0807","license":"MIT","stars":592,"dept":"media","deptName":"Content creator","task":"media/earn-from-content","taskName":"Sponsors & memberships","hay":"personal brand monetize — funnel kiem tien tu personal brand dung khi mot ca nhan da co nguoi theo doi va muon ra tien — 3 phien ban funnel cho founder, coach, creator; offer ladder tu mien phi den high-ticket; tam ly gia cho dich vu gan voi con nguoi; inbound vs outbound; dam phan brand deal cho creator; thue va phap ly ca nhan tai vn. kich hoat khi user nhac 'kiem tien tu personal brand', 'offer ladder ca nhan', 'ban khoa hoc', 'coaching 1-1', 'nhan booking sponsorship', 'nhieu follower ma khong ra tien', 'founder lead gen'. khong dung cho — dinh gia san pham cua doanh nghiep thi dung skill 17-pricing-strategy; dong goi offer cho san pham cong ty thi dung skill 31-offer-design; chuoi email nuoi duong thi dung skill 14-email-marketing. 27-personal-brand-monetize creator "},{"slug":"27-personal-brand-monetize-global","kind":"skill","name":"Personal Brand Monetize (Global) — Funnels, Offers, Tax/Legal","tagline":"Use when a PERSONAL brand needs to make money — three funnel versions for founder, coach, and creator, an offer ladder from free to low to mid to high ticket, pricing psychology, inbound versus outbound outreach, and brand deal and sponsorship negotiation, with tax and legal variants for US LLC, EU per country, SEA Pte Ltd, and LATAM MEI. Trigger on 'monetize my personal brand', 'offer ladder', 'launch my course', 'coaching packages', 'sponsorship rates', 'I have an audience and no income'. Not for — a company product offer, see `31-offer-design-global` and `17-pricing-strategy-global`; the strategy that comes first, see `23-personal-brand-strategy-global`; running the community, see `28-community-building-global`.","author":"minhnv0807","license":"MIT","stars":592,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"personal brand monetize (global) — funnels, offers, tax/legal use when a personal brand needs to make money — three funnel versions for founder, coach, and creator, an offer ladder from free to low to mid to high ticket, pricing psychology, inbound versus outbound outreach, and brand deal and sponsorship negotiation, with tax and legal variants for us llc, eu per country, sea pte ltd, and latam mei. trigger on 'monetize my personal brand', 'offer ladder', 'launch my course', 'coaching packages', 'sponsorship rates', 'i have an audience and no income'. not for — a company product offer, see `31-offer-design-global` and `17-pricing-strategy-global`; the strategy that comes first, see `23-personal-brand-strategy-global`; running the community, see `28-community-building-global`. 27-personal-brand-monetize-global business & ops "},{"slug":"17-pricing-strategy-global","kind":"skill","name":"Pricing Strategy (Global)","tagline":"Use when a price has to be set or changed — value-based pricing, anchoring, charm pricing, decoy tiers, good-better-best packaging, discount policy, and margin math, with currency psychology for US, EU, SEA, and LATAM plus dropshipping markup and BE-ROAS. Trigger on 'pricing strategy', 'how much should I charge', 'should I raise prices', 'price tiers', 'customers say it is too expensive', 'dropshipping markup'. Also use when the product is not selling and the user suspects price is the reason. Not for — bonuses, guarantee, and value stack around the price, see `31-offer-design-global`; persuasion beyond price, see `16-marketing-psychology-global`; ad budget math, see `10-reverse-kpi-global`.","author":"minhnv0807","license":"MIT","stars":592,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"pricing strategy (global) use when a price has to be set or changed — value-based pricing, anchoring, charm pricing, decoy tiers, good-better-best packaging, discount policy, and margin math, with currency psychology for us, eu, sea, and latam plus dropshipping markup and be-roas. trigger on 'pricing strategy', 'how much should i charge', 'should i raise prices', 'price tiers', 'customers say it is too expensive', 'dropshipping markup'. also use when the product is not selling and the user suspects price is the reason. not for — bonuses, guarantee, and value stack around the price, see `31-offer-design-global`; persuasion beyond price, see `16-marketing-psychology-global`; ad budget math, see `10-reverse-kpi-global`. 17-pricing-strategy-global sales & ecommerce "},{"slug":"32-seo-growth-global","kind":"skill","name":"SEO Growth (Global)","tagline":"Use when the user wants SEO growth, AI SEO, GEO/AEO, Google visibility, ChatGPT or Perplexity citations, schema, structured data, llms.txt, programmatic SEO, local SEO, comparison and alternative pages, directory submissions, Product Hunt, G2/Capterra, backlinks, or a site audit. Trigger on 'SEO audit', 'AI search visibility', 'AI citations', 'schema markup', 'pSEO', 'alternative page', 'submit to directories', or 'backlink plan'. Not for first-time Google Business Profile setup, see `11-channel-setup-global`; not for writing the articles themselves, see `36-content-brief-global`.","author":"minhnv0807","license":"MIT","stars":592,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo growth (global) use when the user wants seo growth, ai seo, geo/aeo, google visibility, chatgpt or perplexity citations, schema, structured data, llms.txt, programmatic seo, local seo, comparison and alternative pages, directory submissions, product hunt, g2/capterra, backlinks, or a site audit. trigger on 'seo audit', 'ai search visibility', 'ai citations', 'schema markup', 'pseo', 'alternative page', 'submit to directories', or 'backlink plan'. not for first-time google business profile setup, see `11-channel-setup-global`; not for writing the articles themselves, see `36-content-brief-global`. 32-seo-growth-global marketing "},{"slug":"sales-funnel","kind":"skill","name":"Sales Funnel: Mapping customer journey from stranger to buyer...","tagline":"Use this skill when the user says 'sales funnel', 'funnel', 'conversion funnel', 'customer journey', or wants to map the complete customer journey from stranger to repeat buyer with copy hooks and conversion targets. Do NOT use for ad copy creation or time-bound launch plans.","author":"cwinvestments","license":"MIT","stars":423,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"sales funnel: mapping customer journey from stranger to buyer... use this skill when the user says 'sales funnel', 'funnel', 'conversion funnel', 'customer journey', or wants to map the complete customer journey from stranger to repeat buyer with copy hooks and conversion targets. do not use for ad copy creation or time-bound launch plans. sales-funnel uncategorised "},{"slug":"tiktok-script","kind":"skill","name":"TikTok Script: Writing short-form video script...","tagline":"Use this skill when the user says 'TikTok script', 'TikTok video', 'Reels script', 'Shorts script', 'short-form video', or needs timestamped scripts with hooks, visual cues, and captions for 15-60 second videos. Do NOT use for Twitter threads or webinar scripts.","author":"cwinvestments","license":"MIT","stars":423,"dept":"media","deptName":"Content creator","task":"media/script-short","taskName":"Short scripts & hooks","hay":"tiktok script: writing short-form video script... use this skill when the user says 'tiktok script', 'tiktok video', 'reels script', 'shorts script', 'short-form video', or needs timestamped scripts with hooks, visual cues, and captions for 15-60 second videos. do not use for twitter threads or webinar scripts. tiktok-script creator "},{"slug":"webinar-script","kind":"skill","name":"Webinar Script: Writing presentation script...","tagline":"Use this skill when the user says 'webinar script', 'webinar', 'live presentation', 'teach-to-sell', or needs a timestamped presentation script with slide notes, presenter cues, and replay email sequence. Do NOT use for launch plans or static sales page copy.","author":"cwinvestments","license":"MIT","stars":423,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"webinar script: writing presentation script... use this skill when the user says 'webinar script', 'webinar', 'live presentation', 'teach-to-sell', or needs a timestamped presentation script with slide notes, presenter cues, and replay email sequence. do not use for launch plans or static sales page copy. webinar-script design & ui "},{"slug":"code-review-pro","kind":"skill","name":"Code review pro","tagline":"Performs a deep code review of files, modules, a diff, or a branch - finding security vulnerabilities (mapped to OWASP Top 10:2025), correctness bugs, performance problems, and maintainability issues - and returns severity-ranked findings with evidence and concrete fixes. Use when the user asks to review, audit, or sanity-check code, asks \"is this safe\", \"what's wrong with this\", \"find bugs\", or wants a security or performance pass before shipping. For posting line comments on a GitHub pull request, use git-pr-reviewer.","author":"OneWave-AI","license":"MIT","stars":306,"dept":"engineering","deptName":"Development","task":"engineering/secure-it","taskName":"Security","hay":"code review pro performs a deep code review of files, modules, a diff, or a branch - finding security vulnerabilities (mapped to owasp top 10:2025), correctness bugs, performance problems, and maintainability issues - and returns severity-ranked findings with evidence and concrete fixes. use when the user asks to review, audit, or sanity-check code, asks \"is this safe\", \"what's wrong with this\", \"find bugs\", or wants a security or performance pass before shipping. for posting line comments on a github pull request, use git-pr-reviewer. code-review-pro coding "},{"slug":"csv-excel-merger","kind":"skill","name":"CSV/Excel Merger","tagline":"Merges, appends, joins, and deduplicates multiple CSV, TSV, and Excel files (including multi-sheet workbooks) with pandas - mapping mismatched column names to one schema, normalizing keys, resolving conflicting values, tracking which file each row came from, and verifying the row math. Use when the user wants to combine spreadsheets or exports, stack monthly files, consolidate contact or lead lists, VLOOKUP-style join two sheets on an ID or email, or dedupe records across sources, even if they only say \"put these together\" or \"clean up these lists into one\".","author":"OneWave-AI","license":"MIT","stars":306,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"csv/excel merger merges, appends, joins, and deduplicates multiple csv, tsv, and excel files (including multi-sheet workbooks) with pandas - mapping mismatched column names to one schema, normalizing keys, resolving conflicting values, tracking which file each row came from, and verifying the row math. use when the user wants to combine spreadsheets or exports, stack monthly files, consolidate contact or lead lists, vlookup-style join two sheets on an id or email, or dedupe records across sources, even if they only say \"put these together\" or \"clean up these lists into one\". csv-excel-merger uncategorised "},{"slug":"database-schema-designer-2","kind":"skill","name":"Database schema designer","tagline":"Designs relational and document database schemas from requirements or an existing app - tables and collections, keys, relationships, constraints, indexes driven by real query patterns, ERDs, and reversible migration scripts - with PostgreSQL (including Supabase) as the default and MySQL, SQLite, and MongoDB supported. Use when the user wants to model data for a new app or feature, review or fix an existing schema, choose keys or indexes, plan multi-tenancy, normalize or denormalize, or write CREATE TABLE statements or migrations, even if they just describe their app and ask \"how should I store this\". For moving data between database providers, use database-migrator.","author":"OneWave-AI","license":"MIT","stars":306,"dept":"engineering","deptName":"Development","task":"engineering/work-database","taskName":"Databases","hay":"database schema designer designs relational and document database schemas from requirements or an existing app - tables and collections, keys, relationships, constraints, indexes driven by real query patterns, erds, and reversible migration scripts - with postgresql (including supabase) as the default and mysql, sqlite, and mongodb supported. use when the user wants to model data for a new app or feature, review or fix an existing schema, choose keys or indexes, plan multi-tenancy, normalize or denormalize, or write create table statements or migrations, even if they just describe their app and ask \"how should i store this\". for moving data between database providers, use database-migrator. database-schema-designer-2 coding "},{"slug":"jev-eval","kind":"skill","name":"Evaluating a typed-decision config","tagline":"Build and run a labelled eval set for a System One model (Jev, Von, or any typed-decision config), then sweep criteria wordings and thresholds against it. Use when a Jev/Von classification is wrong or unreliable, when choosing between the hosted API and a local open model, when tuning noul thresholds, or before shipping any typed-decision feature. Produces an accuracy-by-wording matrix and a calibrated threshold.","author":"OneWave-AI","license":"MIT","stars":306,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"evaluating a typed-decision config build and run a labelled eval set for a system one model (jev, von, or any typed-decision config), then sweep criteria wordings and thresholds against it. use when a jev/von classification is wrong or unreliable, when choosing between the hosted api and a local open model, when tuning noul thresholds, or before shipping any typed-decision feature. produces an accuracy-by-wording matrix and a calibrated threshold. jev-eval business & ops "},{"slug":"financial-parser","kind":"skill","name":"Financial Document Parser","tagline":"Extract and analyze data from invoices, receipts, bank statements, and financial documents. Categorize expenses, track recurring charges, and generate expense reports. Use when user provides financial PDFs or images.","author":"OneWave-AI","license":"MIT","stars":306,"dept":"finance","deptName":"Finance","task":"finance/do-books","taskName":"Bookkeeping","hay":"financial document parser extract and analyze data from invoices, receipts, bank statements, and financial documents. categorize expenses, track recurring charges, and generate expense reports. use when user provides financial pdfs or images. financial-parser business & ops "},{"slug":"landing-page-copywriter-2","kind":"skill","name":"Landing page copywriter","tagline":"Writes conversion-focused landing page copy - headlines, subheads, value propositions, feature and benefit blocks, social proof, FAQs, and CTA button text - using PAS, AIDA, or StoryBrand. Use when the user wants words for a landing page, sales page, product or pricing page, waitlist page, homepage hero, or ad-to-page flow, including rewriting weak copy, generating headline or CTA variants for A/B tests, or turning a product description into page sections. Use landing-page-optimizer instead for auditing an existing page's performance, and a frontend skill for building the page itself.","author":"OneWave-AI","license":"MIT","stars":306,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"landing page copywriter writes conversion-focused landing page copy - headlines, subheads, value propositions, feature and benefit blocks, social proof, faqs, and cta button text - using pas, aida, or storybrand. use when the user wants words for a landing page, sales page, product or pricing page, waitlist page, homepage hero, or ad-to-page flow, including rewriting weak copy, generating headline or cta variants for a/b tests, or turning a product description into page sections. use landing-page-optimizer instead for auditing an existing page's performance, and a frontend skill for building the page itself. landing-page-copywriter-2 marketing "},{"slug":"meeting-intelligence","kind":"skill","name":"Meeting Intelligence System","tagline":"Analyze meeting transcripts to extract decisions, action items, blockers, sentiment, and generate follow-up emails. Use when user provides meeting notes, transcripts, or recordings and needs structured summaries or action tracking.","author":"OneWave-AI","license":"MIT","stars":306,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"meeting intelligence system analyze meeting transcripts to extract decisions, action items, blockers, sentiment, and generate follow-up emails. use when user provides meeting notes, transcripts, or recordings and needs structured summaries or action tracking. meeting-intelligence uncategorised "},{"slug":"podcast-content-suite","kind":"skill","name":"Podcast to Content Suite","tagline":"Transform podcast transcripts into comprehensive content marketing suites including blog posts, social media content, newsletters, SEO-optimized articles, and timestamps. Use when user provides podcast transcripts or wants to repurpose podcast content.","author":"OneWave-AI","license":"MIT","stars":306,"dept":"media","deptName":"Content creator","task":"media/make-podcast","taskName":"Podcast & newsletter","hay":"podcast to content suite transform podcast transcripts into comprehensive content marketing suites including blog posts, social media content, newsletters, seo-optimized articles, and timestamps. use when user provides podcast transcripts or wants to repurpose podcast content. podcast-content-suite creator "},{"slug":"reddit-analyzer","kind":"skill","name":"Reddit Thread Analyzer","tagline":"Analyze Reddit threads for sentiment, consensus opinions, top arguments, and discussion patterns. Use this when users want to understand Reddit community opinions, analyze discussions, or gather insights from subreddit conversations.","author":"OneWave-AI","license":"MIT","stars":306,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"reddit thread analyzer analyze reddit threads for sentiment, consensus opinions, top arguments, and discussion patterns. use this when users want to understand reddit community opinions, analyze discussions, or gather insights from subreddit conversations. reddit-analyzer uncategorised "},{"slug":"regex-debugger","kind":"skill","name":"Regex Visual Debugger","tagline":"Debug regex patterns with visual breakdowns, plain English explanations, test case generation, and flavor conversion. Use when user needs help with regular expressions or pattern matching.","author":"OneWave-AI","license":"MIT","stars":306,"dept":"engineering","deptName":"Development","task":"engineering/debug","taskName":"Debugging","hay":"regex visual debugger debug regex patterns with visual breakdowns, plain english explanations, test case generation, and flavor conversion. use when user needs help with regular expressions or pattern matching. regex-debugger coding "},{"slug":"scout-pro","kind":"skill","name":"Scout pro","tagline":"Enhanced skill navigator that maps conversation history, recommends multi-skill chains, identifies patterns from past usage, and learns from session outcomes. Goes beyond basic scout with deep context analysis and workflow orchestration.","author":"OneWave-AI","license":"MIT","stars":306,"dept":"operations","deptName":"Operations","task":"operations/automate-workflow","taskName":"Workflow automation","hay":"scout pro enhanced skill navigator that maps conversation history, recommends multi-skill chains, identifies patterns from past usage, and learns from session outcomes. goes beyond basic scout with deep context analysis and workflow orchestration. scout-pro business & ops "},{"slug":"screenshot-to-code","kind":"skill","name":"Screenshot to code","tagline":"Turns a screenshot, mockup, Figma export, or photo of a UI into working front-end code - React + Tailwind CSS v4 by default, or Next.js, Vue, or plain HTML/CSS - matching layout, spacing, colors, and typography, then renders the result and compares it against the image to close visual gaps. Use whenever the user shares an image of a website, app screen, dashboard, component, or wireframe and wants it built, cloned, recreated, or \"made real\", or says \"code this up\", \"build this design\", or \"match this screenshot\".","author":"OneWave-AI","license":"MIT","stars":306,"dept":"engineering","deptName":"Development","task":"engineering/styling","taskName":"Styling & layout","hay":"screenshot to code turns a screenshot, mockup, figma export, or photo of a ui into working front-end code - react + tailwind css v4 by default, or next.js, vue, or plain html/css - matching layout, spacing, colors, and typography, then renders the result and compares it against the image to close visual gaps. use whenever the user shares an image of a website, app screen, dashboard, component, or wireframe and wants it built, cloned, recreated, or \"made real\", or says \"code this up\", \"build this design\", or \"match this screenshot\". screenshot-to-code coding "},{"slug":"seo-optimizer","kind":"skill","name":"SEO Content Optimizer","tagline":"Optimize content for search engines with keyword analysis, readability scoring, meta descriptions, and competitor comparison. Use this when users want to improve SEO, optimize blog posts, or analyze content for search performance.","author":"OneWave-AI","license":"MIT","stars":306,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo content optimizer optimize content for search engines with keyword analysis, readability scoring, meta descriptions, and competitor comparison. use this when users want to improve seo, optimize blog posts, or analyze content for search performance. seo-optimizer marketing "},{"slug":"social-repurposer","kind":"skill","name":"Social Media Content Repurposer","tagline":"Convert content between platforms (blog to Twitter thread, article to LinkedIn post, etc.). Optimize for each platform's format, tone, and best practices. Use when user wants to adapt content for different social media platforms.","author":"OneWave-AI","license":"MIT","stars":306,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"social media content repurposer convert content between platforms (blog to twitter thread, article to linkedin post, etc.). optimize for each platform's format, tone, and best practices. use when user wants to adapt content for different social media platforms. social-repurposer marketing "},{"slug":"technical-writer-2","kind":"skill","name":"Technical writer","tagline":"Writes and restructures technical documentation - READMEs, tutorials, how-to guides, user guides, architecture docs, onboarding guides, runbooks and SOPs, troubleshooting guides, release notes, and knowledge base articles - grounded in the actual code or product, with commands and examples verified where possible. Use when the user asks to document a project, feature, system, or process, write or fix a README, explain a codebase to new developers, turn notes into a guide, or make existing docs clearer. For endpoint-by-endpoint API reference or OpenAPI specs, use api-documentation-writer; for CLAUDE.md or AGENTS.md files, use claude-md-writer.","author":"OneWave-AI","license":"MIT","stars":306,"dept":"engineering","deptName":"Development","task":"engineering/write-dev-docs","taskName":"Developer docs","hay":"technical writer writes and restructures technical documentation - readmes, tutorials, how-to guides, user guides, architecture docs, onboarding guides, runbooks and sops, troubleshooting guides, release notes, and knowledge base articles - grounded in the actual code or product, with commands and examples verified where possible. use when the user asks to document a project, feature, system, or process, write or fix a readme, explain a codebase to new developers, turn notes into a guide, or make existing docs clearer. for endpoint-by-endpoint api reference or openapi specs, use api-documentation-writer; for claude.md or agents.md files, use claude-md-writer. technical-writer-2 coding "},{"slug":"jev-integrate","kind":"skill","name":"Wiring a System One model into a feature","tagline":"Wire a System One model (Jev, or an open reproduction like Von) into a product feature — routing, guardrails, scoring, classification. Use when replacing an LLM call that returns a label rather than prose, when adding a typed decision to an agent loop, or when deciding between the hosted Jev API and a local open model. Covers question design, the eval-set-first workflow, threshold calibration, confidence gates, and the traps measured on real data.","author":"OneWave-AI","license":"MIT","stars":306,"dept":"product","deptName":"Product","task":"product/write-spec","taskName":"Specs & PRDs","hay":"wiring a system one model into a feature wire a system one model (jev, or an open reproduction like von) into a product feature — routing, guardrails, scoring, classification. use when replacing an llm call that returns a label rather than prose, when adding a typed decision to an agent loop, or when deciding between the hosted jev api and a local open model. covers question design, the eval-set-first workflow, threshold calibration, confidence gates, and the traps measured on real data. jev-integrate business & ops "},{"slug":"feedback-triage","kind":"skill","name":"Feedback triage","tagline":"This skill should be used when the user asks to \"process beta reader feedback\", \"alpha reader feedback\", \"feedback round\", \"synthesize reader feedback\", \"reader notes\", \"beta feedback\", \"readiness check\", or wants to collect, reconcile, and act on external reader feedback for a story project.","author":"danjdewhurst","license":"MIT","stars":241,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"feedback triage this skill should be used when the user asks to \"process beta reader feedback\", \"alpha reader feedback\", \"feedback round\", \"synthesize reader feedback\", \"reader notes\", \"beta feedback\", \"readiness check\", or wants to collect, reconcile, and act on external reader feedback for a story project. feedback-triage business & ops "},{"slug":"genre-craft","kind":"skill","name":"Genre craft","tagline":"This skill should be used when the user asks to \"mystery\", \"fair play\", \"clue\", \"red herring\", \"romance beats\", \"HEA\", \"thriller\", \"ticking clock\", \"horror\", \"dread\", \"MG\", \"YA\", \"middle grade\", \"young adult\", \"science fiction\", \"sci-fi\", \"serial\", \"episodic\", \"web serial\", \"genre conventions\", or wants genre-specific structural craft for a story project.","author":"danjdewhurst","license":"MIT","stars":241,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"genre craft this skill should be used when the user asks to \"mystery\", \"fair play\", \"clue\", \"red herring\", \"romance beats\", \"hea\", \"thriller\", \"ticking clock\", \"horror\", \"dread\", \"mg\", \"ya\", \"middle grade\", \"young adult\", \"science fiction\", \"sci-fi\", \"serial\", \"episodic\", \"web serial\", \"genre conventions\", or wants genre-specific structural craft for a story project. genre-craft uncategorised "},{"slug":"plot-structure","kind":"skill","name":"Plot structure","tagline":"This skill should be used when the user asks to \"create a plot arc\", \"story structure\", \"add a plot point\", \"story timeline\", \"track foreshadowing\", \"pacing\", \"act structure\", \"story arc\", \"plot outline\", or wants to plan and manage the narrative structure of a story.","author":"danjdewhurst","license":"MIT","stars":241,"dept":"media","deptName":"Content creator","task":"media/write-article","taskName":"Blog & articles","hay":"plot structure this skill should be used when the user asks to \"create a plot arc\", \"story structure\", \"add a plot point\", \"story timeline\", \"track foreshadowing\", \"pacing\", \"act structure\", \"story arc\", \"plot outline\", or wants to plan and manage the narrative structure of a story. plot-structure creator "},{"slug":"revision-continuity","kind":"skill","name":"Revision continuity","tagline":"This skill should be used when the user asks to revise a chapter, edit prose, continuity check, find inconsistencies, audit character state, check timeline consistency, line edit, developmental edit, polish a draft, or prepare existing story material for the next revision pass.","author":"danjdewhurst","license":"MIT","stars":241,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"revision continuity this skill should be used when the user asks to revise a chapter, edit prose, continuity check, find inconsistencies, audit character state, check timeline consistency, line edit, developmental edit, polish a draft, or prepare existing story material for the next revision pass. revision-continuity uncategorised "},{"slug":"scene-craft","kind":"skill","name":"Scene craft","tagline":"This skill should be used when the user asks to \"plan a scene\", \"scene structure\", \"sequel scene\", \"dialogue subtext\", \"deep POV\", \"psychic distance\", \"try fail\", \"scene cards\", \"exposition\", \"info dump\", \"flashback\", \"time skip\", \"story opening\", \"first page hook\", \"introduce a character\", or wants scene-level craft for drafting or revision.","author":"danjdewhurst","license":"MIT","stars":241,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"scene craft this skill should be used when the user asks to \"plan a scene\", \"scene structure\", \"sequel scene\", \"dialogue subtext\", \"deep pov\", \"psychic distance\", \"try fail\", \"scene cards\", \"exposition\", \"info dump\", \"flashback\", \"time skip\", \"story opening\", \"first page hook\", \"introduce a character\", or wants scene-level craft for drafting or revision. scene-craft uncategorised "},{"slug":"series-continuity","kind":"skill","name":"Series continuity","tagline":"This skill should be used when the user asks to \"write a sequel\", \"write a prequel\", \"start book two\", \"continue the series\", \"companion novel\", \"spin-off\", \"link books in a series\", \"carry characters into the next book\", \"series continuity\", \"series bible\", or needs to keep canon consistent across multiple Story Skills projects.","author":"danjdewhurst","license":"MIT","stars":241,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"series continuity this skill should be used when the user asks to \"write a sequel\", \"write a prequel\", \"start book two\", \"continue the series\", \"companion novel\", \"spin-off\", \"link books in a series\", \"carry characters into the next book\", \"series continuity\", \"series bible\", or needs to keep canon consistent across multiple story skills projects. series-continuity uncategorised "},{"slug":"story-init","kind":"skill","name":"Story Initialization","tagline":"This skill should be used when the user asks to \"start a new story\", \"initialize a story project\", \"create a story\", \"new book\", \"set up a story\", or wants to begin a new fiction writing project from scratch.","author":"danjdewhurst","license":"MIT","stars":241,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"story initialization this skill should be used when the user asks to \"start a new story\", \"initialize a story project\", \"create a story\", \"new book\", \"set up a story\", or wants to begin a new fiction writing project from scratch. story-init uncategorised "},{"slug":"story-maintenance","kind":"skill","name":"Story maintenance","tagline":"This skill should be used when the user asks to validate, reindex, repair registries, check links, check continuity, count words, summarize a story project, import an existing manuscript, export a manuscript, run the story CLI, or perform deterministic maintenance on a Story Skills markdown project.","author":"danjdewhurst","license":"MIT","stars":241,"dept":"science","deptName":"Science","task":"science/write-paper","taskName":"Papers & citations","hay":"story maintenance this skill should be used when the user asks to validate, reindex, repair registries, check links, check continuity, count words, summarize a story project, import an existing manuscript, export a manuscript, run the story cli, or perform deterministic maintenance on a story skills markdown project. story-maintenance science "},{"slug":"theme-craft","kind":"skill","name":"Theme craft","tagline":"This skill should be used when the user asks to \"theme\", \"controlling idea\", \"premise\", \"moral argument\", \"character arc\", \"flat arc\", \"negative arc\", \"the lie\", \"antagonist design\", \"motif\", \"symbolism\", \"theme audit\", or wants to plan, track, or revise the thematic layer of a story.","author":"danjdewhurst","license":"MIT","stars":241,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"theme craft this skill should be used when the user asks to \"theme\", \"controlling idea\", \"premise\", \"moral argument\", \"character arc\", \"flat arc\", \"negative arc\", \"the lie\", \"antagonist design\", \"motif\", \"symbolism\", \"theme audit\", or wants to plan, track, or revise the thematic layer of a story. theme-craft uncategorised "},{"slug":"worldbuilding","kind":"skill","name":"Worldbuilding","tagline":"This skill should be used when the user asks to \"create a location\", \"add a location\", \"magic system\", \"political system\", \"build the world\", \"add culture\", \"world history\", \"technology system\", \"religion\", \"economy\", or wants to develop any aspect of a story's world and setting.","author":"danjdewhurst","license":"MIT","stars":241,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"worldbuilding this skill should be used when the user asks to \"create a location\", \"add a location\", \"magic system\", \"political system\", \"build the world\", \"add culture\", \"world history\", \"technology system\", \"religion\", \"economy\", or wants to develop any aspect of a story's world and setting. worldbuilding uncategorised "},{"slug":"command-creator","kind":"skill","name":"Command creator","tagline":"This skill should be used when creating a Claude Code slash command. Use when users ask to \"create a command\", \"make a slash command\", \"add a command\", or want to document a workflow as a reusable command. Essential for creating optimized, agent-executable slash commands with proper structure and best practices.","author":"jdrhyne","license":"MIT","stars":240,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"command creator this skill should be used when creating a claude code slash command. use when users ask to \"create a command\", \"make a slash command\", \"add a command\", or want to document a workflow as a reusable command. essential for creating optimized, agent-executable slash commands with proper structure and best practices. command-creator coding "},{"slug":"context-recovery","kind":"skill","name":"Context recovery","tagline":"Recover missing conversation context after explicit compaction or truncation, or when the user explicitly asks to recover prior work. Use for requests such as \"where were we before compaction?\" when the current thread is insufficient. Do not trigger on a generic \"continue\" when the current thread already provides an actionable next step.","author":"jdrhyne","license":"MIT","stars":240,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"context recovery recover missing conversation context after explicit compaction or truncation, or when the user explicitly asks to recover prior work. use for requests such as \"where were we before compaction?\" when the current thread is insufficient. do not trigger on a generic \"continue\" when the current thread already provides an actionable next step. context-recovery uncategorised "},{"slug":"elegant-reports","kind":"skill","name":"Elegant reports","tagline":"Generate beautifully designed PDF reports with a Nordic/Scandinavian aesthetic. Use when creating polished executive briefings, analysis reports, or presentation-style PDF outputs from markdown and HTML via Nutrient DWS.","author":"jdrhyne","license":"MIT","stars":240,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"elegant reports generate beautifully designed pdf reports with a nordic/scandinavian aesthetic. use when creating polished executive briefings, analysis reports, or presentation-style pdf outputs from markdown and html via nutrient dws. elegant-reports uncategorised "},{"slug":"ga4","kind":"skill","name":"GA4 Data API","tagline":"Read Google Analytics 4 reporting data through the GA4 Data API. Use for explicit GA4 property metadata, compatible metric/dimension reports, traffic analysis, key events, quotas, and bounded exports.","author":"jdrhyne","license":"MIT","stars":240,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"ga4 data api read google analytics 4 reporting data through the ga4 data api. use for explicit ga4 property metadata, compatible metric/dimension reports, traffic analysis, key events, quotas, and bounded exports. ga4 coding "},{"slug":"gallery-scraper","kind":"skill","name":"Gallery scraper","tagline":"Bulk download images from login-protected gallery websites using an attached browser session. Use when asked to scrape, download, or save images from authenticated gallery pages, extract full-size images from thumbnails, or batch download from multi-page galleries.","author":"jdrhyne","license":"MIT","stars":240,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"gallery scraper bulk download images from login-protected gallery websites using an attached browser session. use when asked to scrape, download, or save images from authenticated gallery pages, extract full-size images from thumbnails, or batch download from multi-page galleries. gallery-scraper sales & ecommerce "},{"slug":"gemini","kind":"skill","name":"Gemini Skill Guide","tagline":"Use when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing. Ideal for comprehensive analysis requiring large context windows. Uses Gemini 3 Pro by default for state-of-the-art reasoning and coding.","author":"jdrhyne","license":"MIT","stars":240,"dept":"engineering","deptName":"Development","task":"engineering/review-code","taskName":"Code review","hay":"gemini skill guide use when the user asks to run gemini cli for code review, plan review, or big context (>200k) processing. ideal for comprehensive analysis requiring large context windows. uses gemini 3 pro by default for state-of-the-art reasoning and coding. gemini coding "},{"slug":"gong","kind":"skill","name":"Gong","tagline":"Gong API for searching calls, transcripts, and conversation intelligence. Use when working with Gong call recordings, sales conversations, transcripts, meeting data, or conversation analytics. Supports listing calls, fetching transcripts, user management, and activity stats.","author":"jdrhyne","license":"MIT","stars":240,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"gong gong api for searching calls, transcripts, and conversation intelligence. use when working with gong call recordings, sales conversations, transcripts, meeting data, or conversation analytics. supports listing calls, fetching transcripts, user management, and activity stats. gong uncategorised "},{"slug":"google-ads-2","kind":"skill","name":"Google ads","tagline":"Query, audit, and optimize Google Ads campaigns. Use an attached browser or the Google Ads API for campaign, keyword, budget, conversion-tracking, and wasted-spend analysis, or when the user explicitly requests a reviewed account change. Defaults to read-only reporting; account mutations require a bounded preview and action-time approval.","author":"jdrhyne","license":"MIT","stars":240,"dept":"marketing","deptName":"Marketing","task":"marketing/run-search-ads","taskName":"Search ads","hay":"google ads query, audit, and optimize google ads campaigns. use an attached browser or the google ads api for campaign, keyword, budget, conversion-tracking, and wasted-spend analysis, or when the user explicitly requests a reviewed account change. defaults to read-only reporting; account mutations require a bounded preview and action-time approval. google-ads-2 marketing "},{"slug":"gsc","kind":"skill","name":"Google Search Console","tagline":"Read Google Search Console properties, Search Analytics, URL Inspection, and sitemaps. Use for explicit Search Console or GSC SEO performance, indexing, and freshness analysis; not for general web search.","author":"jdrhyne","license":"MIT","stars":240,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"google search console read google search console properties, search analytics, url inspection, and sitemaps. use for explicit search console or gsc seo performance, indexing, and freshness analysis; not for general web search. gsc uncategorised "},{"slug":"jira","kind":"skill","name":"Jira","tagline":"Read, search, draft, create, or update Jira work. Use only with explicit Jira or Atlassian context, a Jira URL, or a Jira-style issue key such as PROJ-123; generic mentions of an issue, ticket, sprint, or backlog are not sufficient.","author":"jdrhyne","license":"MIT","stars":240,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"jira read, search, draft, create, or update jira work. use only with explicit jira or atlassian context, a jira url, or a jira-style issue key such as proj-123; generic mentions of an issue, ticket, sprint, or backlog are not sufficient. jira uncategorised "},{"slug":"knowledge-graph","kind":"skill","name":"Knowledge Graph Skill","tagline":"Three-Layer Memory System — automatic fact extraction, entity-based knowledge graph, and weekly synthesis. Manages life/areas/ entities with atomic facts and living summaries.","author":"jdrhyne","license":"MIT","stars":240,"dept":"operations","deptName":"Operations","task":"operations/keep-notes","taskName":"Notes & knowledge","hay":"knowledge graph skill three-layer memory system — automatic fact extraction, entity-based knowledge graph, and weekly synthesis. manages life/areas/ entities with atomic facts and living summaries. knowledge-graph business & ops "},{"slug":"last30days","kind":"skill","name":"last30days: Research Any Topic from the Last 30 Days","tagline":"Research any topic from the last 30 days on Reddit + X + Web, synthesize findings, and write copy-paste-ready prompts. Use when the user wants recent social/web research on a topic, asks \"what are people saying about X\", or wants to learn current best practices. Requires OPENAI_API_KEY and/or XAI_API_KEY for full Reddit+X access, falls back to web search.","author":"jdrhyne","license":"MIT","stars":240,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"last30days: research any topic from the last 30 days research any topic from the last 30 days on reddit + x + web, synthesize findings, and write copy-paste-ready prompts. use when the user wants recent social/web research on a topic, asks \"what are people saying about x\", or wants to learn current best practices. requires openai_api_key and/or xai_api_key for full reddit+x access, falls back to web search. last30days coding "},{"slug":"munger-observer","kind":"skill","name":"Munger observer","tagline":"Review a specific decision, plan, or artifact using bounded evidence, counterevidence, alternatives, opportunity cost, and verifiable next checks. Use for a \"Munger review\", decision review, premortem, or blind-spot review. Do not automatically scan history or assess a person's character, intent, or mental state.","author":"jdrhyne","license":"MIT","stars":240,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"munger observer review a specific decision, plan, or artifact using bounded evidence, counterevidence, alternatives, opportunity cost, and verifiable next checks. use for a \"munger review\", decision review, premortem, or blind-spot review. do not automatically scan history or assess a person's character, intent, or mental state. munger-observer business & ops "},{"slug":"nudocs","kind":"skill","name":"Nudocs","tagline":"Upload, edit, and export documents via Nudocs.ai. Use when creating shareable document links for collaborative editing, uploading markdown/docs to Nudocs for rich editing, or pulling back edited content. Triggers on \"send to nudocs\", \"upload to nudocs\", \"edit in nudocs\", \"pull from nudocs\", \"get the nudocs link\", \"show my nudocs documents\".","author":"jdrhyne","license":"MIT","stars":240,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"nudocs upload, edit, and export documents via nudocs.ai. use when creating shareable document links for collaborative editing, uploading markdown/docs to nudocs for rich editing, or pulling back edited content. triggers on \"send to nudocs\", \"upload to nudocs\", \"edit in nudocs\", \"pull from nudocs\", \"get the nudocs link\", \"show my nudocs documents\". nudocs uncategorised "},{"slug":"nutrient-openclaw","kind":"skill","name":"Nutrient openclaw","tagline":"Use the pinned Nutrient OpenClaw plugin to convert, OCR, extract, redact, watermark, sign, or inspect the last-known local credit record for documents. Route only OpenClaw document-processing requests to its declared tools. Treat processing as an external, credit-consuming DWS transfer that requires a bounded estimate and action-time confirmation for every invocation.","author":"jdrhyne","license":"MIT","stars":240,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"nutrient openclaw use the pinned nutrient openclaw plugin to convert, ocr, extract, redact, watermark, sign, or inspect the last-known local credit record for documents. route only openclaw document-processing requests to its declared tools. treat processing as an external, credit-consuming dws transfer that requires a bounded estimate and action-time confirmation for every invocation. nutrient-openclaw uncategorised "},{"slug":"parallel-task","kind":"skill","name":"Parallel Task Runner","tagline":"Coordinate plan files by launching multiple parallel subagents for unblocked tasks. Triggers on explicit \"/parallel-task\" commands.","author":"jdrhyne","license":"MIT","stars":240,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"parallel task runner coordinate plan files by launching multiple parallel subagents for unblocked tasks. triggers on explicit \"/parallel-task\" commands. parallel-task uncategorised "},{"slug":"planner","kind":"skill","name":"Planner","tagline":"Create structured plans for multi-task projects that can be used by the task-orchestrator skill. Use when breaking down complex work into parallel and sequential tasks with dependencies.","author":"jdrhyne","license":"MIT","stars":240,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"planner create structured plans for multi-task projects that can be used by the task-orchestrator skill. use when breaking down complex work into parallel and sequential tasks with dependencies. planner uncategorised "},{"slug":"remotion-2","kind":"skill","name":"Remotion","tagline":"Best practices for Remotion video creation in React — compositions, sequences, animation, timing, and rendering. Use when building, reviewing, or debugging Remotion videos.","author":"jdrhyne","license":"MIT","stars":240,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"remotion best practices for remotion video creation in react — compositions, sequences, animation, timing, and rendering. use when building, reviewing, or debugging remotion videos. remotion-2 creator "},{"slug":"salesforce","kind":"skill","name":"Salesforce Skill","tagline":"Query and manage Salesforce CRM data via the Salesforce CLI (`sf`). Run SOQL/SOSL queries, inspect object schemas, create/update/delete records, bulk import/export, execute Apex, deploy metadata, and make raw REST API calls.","author":"jdrhyne","license":"MIT","stars":240,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"salesforce skill query and manage salesforce crm data via the salesforce cli (`sf`). run soql/sosl queries, inspect object schemas, create/update/delete records, bulk import/export, execute apex, deploy metadata, and make raw rest api calls. salesforce coding "},{"slug":"self-improving-agent-2","kind":"skill","name":"Self-Improvement Skill","tagline":"Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.","author":"jdrhyne","license":"MIT","stars":240,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"self-improvement skill captures learnings, errors, and corrections to enable continuous improvement. use when: (1) a command or operation fails unexpectedly, (2) user corrects claude ('no, that's wrong...', 'actually...'), (3) user requests a capability that doesn't exist, (4) an external api or tool fails, (5) claude realizes its knowledge is outdated or incorrect, (6) a better approach is discovered for a recurring task. also review learnings before major tasks. self-improving-agent-2 uncategorised "},{"slug":"senior-engineering","kind":"skill","name":"Senior Engineering Principles","tagline":"Engineering principles for building software like a senior engineer. Load when tackling non-trivial development work, architecting systems, reviewing code, or orchestrating multi-agent builds. Covers planning, delivery, quality gates, and LLM-specific patterns.","author":"jdrhyne","license":"MIT","stars":240,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"senior engineering principles engineering principles for building software like a senior engineer. load when tackling non-trivial development work, architecting systems, reviewing code, or orchestrating multi-agent builds. covers planning, delivery, quality gates, and llm-specific patterns. senior-engineering uncategorised "},{"slug":"task-orchestrator","kind":"skill","name":"Task orchestrator","tagline":"Autonomous multi-agent task orchestration with dependency analysis, parallel tmux/Codex execution, and self-healing heartbeat monitoring. Use for large projects with multiple issues/tasks that need coordinated parallel execution.","author":"jdrhyne","license":"MIT","stars":240,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"task orchestrator autonomous multi-agent task orchestration with dependency analysis, parallel tmux/codex execution, and self-healing heartbeat monitoring. use for large projects with multiple issues/tasks that need coordinated parallel execution. task-orchestrator uncategorised "},{"slug":"zendesk","kind":"skill","name":"Zendesk","tagline":"Manage Zendesk tickets, users, and support workflows through the Zendesk API. Use when searching tickets, updating support state, checking users, or exporting queue data.","author":"jdrhyne","license":"MIT","stars":240,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"zendesk manage zendesk tickets, users, and support workflows through the zendesk api. use when searching tickets, updating support state, checking users, or exporting queue data. zendesk uncategorised "},{"slug":"shopify-admin-low-inventory-restock","kind":"skill","name":"Shopify admin low inventory restock","tagline":"Query all tracked product variants below a stock threshold and export a restock list grouped by vendor.","author":"40RTY-ai","license":"MIT","stars":190,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"shopify admin low inventory restock query all tracked product variants below a stock threshold and export a restock list grouped by vendor. shopify-admin-low-inventory-restock sales & ecommerce "},{"slug":"skill-6","kind":"skill","name":"Shopify admin skills","tagline":"Master skill collection for Shopify store operators. Provides access to all merchandising, marketing, support, and operations capabilities.","author":"40RTY-ai","license":"MIT","stars":190,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"shopify admin skills master skill collection for shopify store operators. provides access to all merchandising, marketing, support, and operations capabilities. skill-6 sales & ecommerce "},{"slug":"shopify-admin-wismo-bulk-status-report","kind":"skill","name":"Shopify admin wismo bulk status report","tagline":"Identify orders at risk of generating WISMO support tickets: shipped orders with stale tracking, and unfulfilled orders past their SLA window.","author":"40RTY-ai","license":"MIT","stars":190,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"shopify admin wismo bulk status report identify orders at risk of generating wismo support tickets: shipped orders with stale tracking, and unfulfilled orders past their sla window. shopify-admin-wismo-bulk-status-report sales & ecommerce "},{"slug":"hook-tactics","kind":"skill","name":"Hook tactics","tagline":"Reference library of 35+ hook and headline tactic types. Use this when a user asks for hooks organized by tactic, wants to know which tactic to use for a given situation, or requests hooks \"by tactic type.\" This defines what each tactic is and when to deploy it. Always pair with hook-writing for execution — tactics define the frame, psychological triggers are the mechanism inside the frame.","author":"motion-team","license":"MIT","stars":172,"dept":"media","deptName":"Content creator","task":"media/script-short","taskName":"Short scripts & hooks","hay":"hook tactics reference library of 35+ hook and headline tactic types. use this when a user asks for hooks organized by tactic, wants to know which tactic to use for a given situation, or requests hooks \"by tactic type.\" this defines what each tactic is and when to deploy it. always pair with hook-writing for execution — tactics define the frame, psychological triggers are the mechanism inside the frame. hook-tactics marketing "},{"slug":"hook-voice-patterns","kind":"skill","name":"Hook voice patterns","tagline":"A living swipe file of scroll-stopping hook templates collected from the wild — real sentence structures and native voice patterns that have proven they stop the scroll. Use this whenever writing hooks, opening lines, or scroll-stoppers, especially when combined with hook-writing and hook-tactics. Trigger any time the user wants hooks that feel native to the feed rather than constructed. These templates are the raw structural DNA of hooks that work — plug in the brand, persona, and pain to execute.","author":"motion-team","license":"MIT","stars":172,"dept":"media","deptName":"Content creator","task":"media/script-short","taskName":"Short scripts & hooks","hay":"hook voice patterns a living swipe file of scroll-stopping hook templates collected from the wild — real sentence structures and native voice patterns that have proven they stop the scroll. use this whenever writing hooks, opening lines, or scroll-stoppers, especially when combined with hook-writing and hook-tactics. trigger any time the user wants hooks that feel native to the feed rather than constructed. these templates are the raw structural dna of hooks that work — plug in the brand, persona, and pain to execute. hook-voice-patterns marketing "},{"slug":"hook-writing","kind":"skill","name":"Hook writing","tagline":"Writes high-converting, psychologically-driven hooks for paid ads, TikTok, Instagram Reels, and organic content. Use this whenever a user wants to write hooks, opening lines, scroll-stoppers, or attention-grabbing openers for ads or social content. Trigger for any request involving \"write me hooks,\" \"give me hooks for,\" \"I need hooks for my ad,\" \"TikTok hooks,\" \"hook ideas,\" or any variation of wanting compelling opening lines for advertising or social content. Also use when a user provides a product, persona, messaging angle, or awareness stage and wants tactical hook execution — especially when used downstream from the Creative Strategy Engine.","author":"motion-team","license":"MIT","stars":172,"dept":"media","deptName":"Content creator","task":"media/script-short","taskName":"Short scripts & hooks","hay":"hook writing writes high-converting, psychologically-driven hooks for paid ads, tiktok, instagram reels, and organic content. use this whenever a user wants to write hooks, opening lines, scroll-stoppers, or attention-grabbing openers for ads or social content. trigger for any request involving \"write me hooks,\" \"give me hooks for,\" \"i need hooks for my ad,\" \"tiktok hooks,\" \"hook ideas,\" or any variation of wanting compelling opening lines for advertising or social content. also use when a user provides a product, persona, messaging angle, or awareness stage and wants tactical hook execution — especially when used downstream from the creative strategy engine. hook-writing marketing "},{"slug":"visual-formats","kind":"skill","name":"Visual formats","tagline":"A reference library of 45+ visual ad formats for Meta and paid social, each with a definition, funnel stage guidance, and medium (video/static/both). Use this whenever choosing how an ad should look and feel, building out a creative concept, writing a creative brief, or deciding which format best serves a messaging angle and awareness stage. Trigger when the user asks \"what format should this be,\" \"how should we execute this,\" \"give me concept ideas,\" or any time a creative concept needs a production structure. Always pair with creative-mechanics to fully flesh out the concept — format defines the vessel, mechanic defines the cognitive move inside it. Either can come first; they work in both directions.","author":"motion-team","license":"MIT","stars":172,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"visual formats a reference library of 45+ visual ad formats for meta and paid social, each with a definition, funnel stage guidance, and medium (video/static/both). use this whenever choosing how an ad should look and feel, building out a creative concept, writing a creative brief, or deciding which format best serves a messaging angle and awareness stage. trigger when the user asks \"what format should this be,\" \"how should we execute this,\" \"give me concept ideas,\" or any time a creative concept needs a production structure. always pair with creative-mechanics to fully flesh out the concept — format defines the vessel, mechanic defines the cognitive move inside it. either can come first; they work in both directions. visual-formats marketing "},{"slug":"abm-engagement-scoring","kind":"skill","name":"Account-Based Engagement Scoring and Buying Group Measurement","tagline":"Use this skill when an ABM program cannot prove engagement matters, accounts get handed to sales on gut feel, or nobody knows which activity moves buying groups forward. Builds an account engagement score (weighted signals plus decay), maps buying group coverage across the decision-making unit, and defines explicit handover gates so marketing and sales agree on readiness. Produces a scoring model, a buying group tracker template, and a handover decision rule. Rule: without buying group visibility a high engagement score is a false positive; handover requires both the score and the coverage threshold met. Trigger phrases: ABM measurement, which accounts are hot, buying committee coverage, when do we hand this to sales, account engagement score, ABM ROI.","author":"swan-gtm","license":"MIT","stars":159,"dept":"product","deptName":"Product","task":"product/pressure-test","taskName":"Decision checks","hay":"account-based engagement scoring and buying group measurement use this skill when an abm program cannot prove engagement matters, accounts get handed to sales on gut feel, or nobody knows which activity moves buying groups forward. builds an account engagement score (weighted signals plus decay), maps buying group coverage across the decision-making unit, and defines explicit handover gates so marketing and sales agree on readiness. produces a scoring model, a buying group tracker template, and a handover decision rule. rule: without buying group visibility a high engagement score is a false positive; handover requires both the score and the coverage threshold met. trigger phrases: abm measurement, which accounts are hot, buying committee coverage, when do we hand this to sales, account engagement score, abm roi. abm-engagement-scoring sales & ecommerce "},{"slug":"ad-copywriting","kind":"skill","name":"Ad Copywriting - Headline Formulas, Visual Design & Voice of Customer","tagline":"Use this skill when writing ad copy — headline formulas, visual direction, and voice-of-customer sourcing that makes ads specific instead of generic.","author":"swan-gtm","license":"MIT","stars":159,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"ad copywriting - headline formulas, visual design & voice of customer use this skill when writing ad copy — headline formulas, visual direction, and voice-of-customer sourcing that makes ads specific instead of generic. ad-copywriting sales & ecommerce "},{"slug":"ad-personas","kind":"skill","name":"Ad Persona Framework","tagline":"Use this skill when defining ad personas — translating ICP segments into the persona lens every ad, angle, and offer gets built against.","author":"swan-gtm","license":"MIT","stars":159,"dept":"product","deptName":"Product","task":"product/research-users","taskName":"User research","hay":"ad persona framework use this skill when defining ad personas — translating icp segments into the persona lens every ad, angle, and offer gets built against. ad-personas sales & ecommerce "},{"slug":"audit-the-base-not-the-rate","kind":"skill","name":"Audit the base not the rate","tagline":"Use this skill when a percentage in a commercial term is being set, questioned, or is producing a number nobody expected — sales commission, revenue share, affiliate and creator payouts, channel margin, agency fees, referral fees, rebates. Triggers: \"reps are hitting quota but margin isn't moving\", \"what does this promo actually cost us\", \"our partner payouts are higher than the model\", \"is 15% a fair rate\", \"we're renegotiating the split\", \"the comp plan is paying out on deals we lost money on\". It finds what the percentage multiplies, identifies the condition under which that choice starts to matter, quantifies the gap at that condition, and identifies the clause to revisit.","author":"swan-gtm","license":"MIT","stars":159,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"audit the base not the rate use this skill when a percentage in a commercial term is being set, questioned, or is producing a number nobody expected — sales commission, revenue share, affiliate and creator payouts, channel margin, agency fees, referral fees, rebates. triggers: \"reps are hitting quota but margin isn't moving\", \"what does this promo actually cost us\", \"our partner payouts are higher than the model\", \"is 15% a fair rate\", \"we're renegotiating the split\", \"the comp plan is paying out on deals we lost money on\". it finds what the percentage multiplies, identifies the condition under which that choice starts to matter, quantifies the gap at that condition, and identifies the clause to revisit. audit-the-base-not-the-rate sales & ecommerce "},{"slug":"data-enrichment","kind":"skill","name":"B2B Data Enrichment for Revenue Operations","tagline":"Use this skill when inbound leads arrive incomplete (missing company size, industry, revenue), the TAM list lacks data for scoring, or the CRM cannot route and segment without enrichment. Maps coverage gaps, compares single-source and waterfall provider strategies, and builds an integration roadmap with cost guardrails and quality gates. Produces a provider recommendation matrix, a waterfall architecture, and a go or no-go checklist. Rule: no single provider has full coverage; a waterfall across two or more providers in sequence beats any one source on match rate. Trigger phrases: data enrichment, leads come in with no company info, enrichment coverage, firmographic data, which enrichment tool, data freshness.","author":"swan-gtm","license":"MIT","stars":159,"dept":"sales","deptName":"Sales","task":"sales/find-prospect-data","taskName":"Company & contact data","hay":"b2b data enrichment for revenue operations use this skill when inbound leads arrive incomplete (missing company size, industry, revenue), the tam list lacks data for scoring, or the crm cannot route and segment without enrichment. maps coverage gaps, compares single-source and waterfall provider strategies, and builds an integration roadmap with cost guardrails and quality gates. produces a provider recommendation matrix, a waterfall architecture, and a go or no-go checklist. rule: no single provider has full coverage; a waterfall across two or more providers in sequence beats any one source on match rate. trigger phrases: data enrichment, leads come in with no company info, enrichment coverage, firmographic data, which enrichment tool, data freshness. data-enrichment sales & ecommerce "},{"slug":"brand-mention-monitor","kind":"skill","name":"Brand mention monitor","tagline":"Use this skill when you need to know what people are saying about a brand across the web and social — \"monitor brand mentions\", \"what are people saying about [brand] this week\", \"run a brand sweep\", \"social listening\", \"find high-risk mentions\", or \"how does [brand] compare to [competitor] in the conversation\". Sweeps social platforms, news, forums, and review sites; scores every mention on reach, velocity, sentiment, and risk-topic match; and produces a triage report bucketed into Crisis / Watch / Engage / Log with a suggested owner and response window for each mention, so the team responds before one spirals.","author":"swan-gtm","license":"MIT","stars":159,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"brand mention monitor use this skill when you need to know what people are saying about a brand across the web and social — \"monitor brand mentions\", \"what are people saying about [brand] this week\", \"run a brand sweep\", \"social listening\", \"find high-risk mentions\", or \"how does [brand] compare to [competitor] in the conversation\". sweeps social platforms, news, forums, and review sites; scores every mention on reach, velocity, sentiment, and risk-topic match; and produces a triage report bucketed into crisis / watch / engage / log with a suggested owner and response window for each mention, so the team responds before one spirals. brand-mention-monitor sales & ecommerce "},{"slug":"ads-budget-allocation","kind":"skill","name":"Budget Allocation by Stage","tagline":"Use this skill when allocating paid budget by stage — testing vs scaling vs retargeting, and how the split shifts as spend grows.","author":"swan-gtm","license":"MIT","stars":159,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"budget allocation by stage use this skill when allocating paid budget by stage — testing vs scaling vs retargeting, and how the split shifts as spend grows. ads-budget-allocation sales & ecommerce "},{"slug":"ads-campaign-planning","kind":"skill","name":"Campaign Planning & Execution","tagline":"Use this skill when planning a paid campaign end to end — objectives, audiences, offers, creative, and measurement locked before launch.","author":"swan-gtm","license":"MIT","stars":159,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"campaign planning & execution use this skill when planning a paid campaign end to end — objectives, audiences, offers, creative, and measurement locked before launch. ads-campaign-planning sales & ecommerce "},{"slug":"category-of-one-positioning","kind":"skill","name":"Category of one positioning","tagline":"Use this skill when a founder or expertise-led business looks interchangeable in their market — price-shopped against cheaper options, described in the same words as competitors, winning on rates instead of authority. It runs the \"Position\" step of the Atticus Method and produces a category-of-one positioning package - a reframed problem, category-defining language the market ties to the founder, and expertise packaged as proprietary IP. It interviews the founder in their own words first — what's broken in their industry, why, and their fix — and asks for the ICP if it isn't already known, before reframing anything. Trigger phrases: \"we sound like everyone else\", \"prospects compare us on price\", \"how do we differentiate\", \"positioning\", \"category of one\".","author":"swan-gtm","license":"MIT","stars":159,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"category of one positioning use this skill when a founder or expertise-led business looks interchangeable in their market — price-shopped against cheaper options, described in the same words as competitors, winning on rates instead of authority. it runs the \"position\" step of the atticus method and produces a category-of-one positioning package - a reframed problem, category-defining language the market ties to the founder, and expertise packaged as proprietary ip. it interviews the founder in their own words first — what's broken in their industry, why, and their fix — and asks for the icp if it isn't already known, before reframing anything. trigger phrases: \"we sound like everyone else\", \"prospects compare us on price\", \"how do we differentiate\", \"positioning\", \"category of one\". category-of-one-positioning sales & ecommerce "},{"slug":"ads-channel-selection","kind":"skill","name":"Channel Selection Guide","tagline":"Use this skill when choosing paid channels — where Meta, LinkedIn, and search each win for B2B, and how to sequence them by budget and motion.","author":"swan-gtm","license":"MIT","stars":159,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"channel selection guide use this skill when choosing paid channels — where meta, linkedin, and search each win for b2b, and how to sequence them by budget and motion. ads-channel-selection sales & ecommerce "},{"slug":"company-deep-dive","kind":"skill","name":"Company deep dive","tagline":"Use this skill when the ask is about one specific company: \"tell me about [company]\", \"research [company]\", \"what does [company] do\", \"who is [company]\", \"look up [company]\", \"company deep dive\", \"due diligence on [company]\", \"background on [company]\", \"dig into [company]\", \"analyze [company]\" — or when evaluating a company as a sales target, partner, or investment. Research the live web instead of answering from memory: funding, leadership changes, and product launches move faster than any knowledge base, so run it even for well-known companies. Produces a sourced 360-degree report covering funding, leadership, product and technology, market position, news, and strategic outlook — with a date and URL on every claim.","author":"swan-gtm","license":"MIT","stars":159,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"company deep dive use this skill when the ask is about one specific company: \"tell me about [company]\", \"research [company]\", \"what does [company] do\", \"who is [company]\", \"look up [company]\", \"company deep dive\", \"due diligence on [company]\", \"background on [company]\", \"dig into [company]\", \"analyze [company]\" — or when evaluating a company as a sales target, partner, or investment. research the live web instead of answering from memory: funding, leadership changes, and product launches move faster than any knowledge base, so run it even for well-known companies. produces a sourced 360-degree report covering funding, leadership, product and technology, market position, news, and strategic outlook — with a date and url on every claim. company-deep-dive sales & ecommerce "},{"slug":"competitor-positioning","kind":"skill","name":"Competitor positioning","tagline":"Use this skill when you need to know how competitors present themselves to the market — homepage messaging, value props, CTAs, pricing models, content themes — and how that evolves over time. Produces a marketing briefing: a messaging matrix, per-competitor positioning profiles, content gap analysis, a positioning white space map, and battlecard inputs, with before/after tracking of every shift. Reach for it when someone says \"competitor positioning\", \"messaging comparison\", content gap\", \"what changed on their site\", \"landing page teardown\", \"marketing battlecard\", \"how do they describe their product\", or \"counter-messaging\".","author":"swan-gtm","license":"MIT","stars":159,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"competitor positioning use this skill when you need to know how competitors present themselves to the market — homepage messaging, value props, ctas, pricing models, content themes — and how that evolves over time. produces a marketing briefing: a messaging matrix, per-competitor positioning profiles, content gap analysis, a positioning white space map, and battlecard inputs, with before/after tracking of every shift. reach for it when someone says \"competitor positioning\", \"messaging comparison\", content gap\", \"what changed on their site\", \"landing page teardown\", \"marketing battlecard\", \"how do they describe their product\", or \"counter-messaging\". competitor-positioning sales & ecommerce "},{"slug":"cs-operations","kind":"skill","name":"Customer Success Operations","tagline":"Save churning customers through proactive health scoring and recovery plays. Use when red accounts pile up unpredictably, renewal conversations turn contentious, or expansion-ready accounts slip away. Builds a 5-dimension health score (product usage, relationship quality, support friction, commercial trends, outcomes) updated weekly, triages red accounts into rescue mode or renewal-risk mode, and activates save plays with executive sponsorship, backed by the full post-sale operating model (onboarding, QBRs, CS-Sales handoffs, renewal governance). Produces a weekly red-account triage list and recovery playbooks by churn cause. Rule: a customer does not turn red on one signal; red means 3 or more health dimensions breaking at once. Trigger phrases: we keep losing customers, red accounts, health scoring, save play, churn autopsy, renewal price increase resistance.","author":"swan-gtm","license":"MIT","stars":159,"dept":"support","deptName":"Customer support","task":"support/stop-churn","taskName":"Churn & renewals","hay":"customer success operations save churning customers through proactive health scoring and recovery plays. use when red accounts pile up unpredictably, renewal conversations turn contentious, or expansion-ready accounts slip away. builds a 5-dimension health score (product usage, relationship quality, support friction, commercial trends, outcomes) updated weekly, triages red accounts into rescue mode or renewal-risk mode, and activates save plays with executive sponsorship, backed by the full post-sale operating model (onboarding, qbrs, cs-sales handoffs, renewal governance). produces a weekly red-account triage list and recovery playbooks by churn cause. rule: a customer does not turn red on one signal; red means 3 or more health dimensions breaking at once. trigger phrases: we keep losing customers, red accounts, health scoring, save play, churn autopsy, renewal price increase resistance. cs-operations sales & ecommerce "},{"slug":"content-de-slop-ai","kind":"skill","name":"De-AI your content","tagline":"Use this skill when an AI-assisted draft is about to publish or send: a blog post, a feed post, a newsletter, a landing page, a cold email, a case study, or a sequence step. Produces the same copy with the machine tells removed, the vague claims made concrete, and a detection battery passed before it ships. Covers de-slopping AI content, humanizing AI writing, killing the this isn't X, it's Y\" flip, stripping em dashes and hedging stacks, replacing generic claims with verifiable specifics, and matching an author's real voice.","author":"swan-gtm","license":"MIT","stars":159,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"de-ai your content use this skill when an ai-assisted draft is about to publish or send: a blog post, a feed post, a newsletter, a landing page, a cold email, a case study, or a sequence step. produces the same copy with the machine tells removed, the vague claims made concrete, and a detection battery passed before it ships. covers de-slopping ai content, humanizing ai writing, killing the this isn't x, it's y\" flip, stripping em dashes and hedging stacks, replacing generic claims with verifiable specifics, and matching an author's real voice. content-de-slop-ai sales & ecommerce "},{"slug":"deal-desk-operations","kind":"skill","name":"Deal Desk Operations: From Ad-Hoc Approvals to Strategic Function","tagline":"Use this skill when reps hold too much pricing authority, discounts spiral by region, or approval bottlenecks stall deals. Builds the approval matrix by discount depth and deal size, SLA-backed quote workflows, and strategic override lanes that separate noise from genuine exceptions. Produces a matrix routing small discounts to reps, large discounts to leadership and non-standard terms to the deal desk, a three-stage quote process with 24 to 48 hour SLAs, and a 30-day audit loop on exceptions. Rule: if a rep can approve a discount without understanding the margin impact, the approval matrix is too loose. Trigger phrases: discount governance, approval matrix, pricing exceptions, deals stalled in approval, margin erosion, quote SLAs.","author":"swan-gtm","license":"MIT","stars":159,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"deal desk operations: from ad-hoc approvals to strategic function use this skill when reps hold too much pricing authority, discounts spiral by region, or approval bottlenecks stall deals. builds the approval matrix by discount depth and deal size, sla-backed quote workflows, and strategic override lanes that separate noise from genuine exceptions. produces a matrix routing small discounts to reps, large discounts to leadership and non-standard terms to the deal desk, a three-stage quote process with 24 to 48 hour slas, and a 30-day audit loop on exceptions. rule: if a rep can approve a discount without understanding the margin impact, the approval matrix is too loose. trigger phrases: discount governance, approval matrix, pricing exceptions, deals stalled in approval, margin erosion, quote slas. deal-desk-operations sales & ecommerce "},{"slug":"dev-tool-pricing","kind":"skill","name":"Dev tool pricing","tagline":"Use this skill when setting or fixing the price of a developer tool or technical product: choosing the value metric, drawing the free-to-paid line, structuring tiers, and finding the actual number. Produces a value metric, a packaging model, and a defensible price grounded in evidence. Triggers on \"what should I charge\", \"how do I price this\", \"free vs paid\", \"pricing tiers\", \"value metric\", \"usage-based vs per-seat\", \"we're too cheap\", \"developers won't pay\", should I charge yet\".","author":"swan-gtm","license":"MIT","stars":159,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"dev tool pricing use this skill when setting or fixing the price of a developer tool or technical product: choosing the value metric, drawing the free-to-paid line, structuring tiers, and finding the actual number. produces a value metric, a packaging model, and a defensible price grounded in evidence. triggers on \"what should i charge\", \"how do i price this\", \"free vs paid\", \"pricing tiers\", \"value metric\", \"usage-based vs per-seat\", \"we're too cheap\", \"developers won't pay\", should i charge yet\". dev-tool-pricing sales & ecommerce "},{"slug":"expansion-revenue-architect","kind":"skill","name":"Expansion revenue architect","tagline":"Design and install expansion revenue systems improving NRR and GRR for B2B SaaS. GRR/NRR diagnostic, expansion motion architecture, whitespace analysis, CS-Sales handback, renewal pricing, and 90-day NRR programs. Trigger on 'NRR improvement,' 'GRR strategy,' 'expansion revenue,' 'upsell cross-sell,' 'whitespace analysis,' 'CS expansion,' 'net revenue retention,' 'right side of the bowtie,' 'land and expand,' 'expansion is accidental,' 'CS doesn't own revenue,' 'we keep discounting renewals,' 'health score,' 'time to value,' 'customer advocacy,' 'usage-based pricing NRR,' 'account penetration,' 'second-order revenue,' or 'CSM coverage model.' Also use when NRR below 110% or GRR below 90%. Designs full expansion engine connecting health scoring, signals, whitespace, CS-Sales handbacks, and dashboard tiles. BOUNDARY: For CS operations, see cs-operations. For pricing and consumption billing operations, see pricing-monetization-ops. For handoffs, see revops-handoffs.","author":"swan-gtm","license":"MIT","stars":159,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"expansion revenue architect design and install expansion revenue systems improving nrr and grr for b2b saas. grr/nrr diagnostic, expansion motion architecture, whitespace analysis, cs-sales handback, renewal pricing, and 90-day nrr programs. trigger on 'nrr improvement,' 'grr strategy,' 'expansion revenue,' 'upsell cross-sell,' 'whitespace analysis,' 'cs expansion,' 'net revenue retention,' 'right side of the bowtie,' 'land and expand,' 'expansion is accidental,' 'cs doesn't own revenue,' 'we keep discounting renewals,' 'health score,' 'time to value,' 'customer advocacy,' 'usage-based pricing nrr,' 'account penetration,' 'second-order revenue,' or 'csm coverage model.' also use when nrr below 110% or grr below 90%. designs full expansion engine connecting health scoring, signals, whitespace, cs-sales handbacks, and dashboard tiles. boundary: for cs operations, see cs-operations. for pricing and consumption billing operations, see pricing-monetization-ops. for handoffs, see revops-handoffs. expansion-revenue-architect sales & ecommerce "},{"slug":"founder-led-sales","kind":"skill","name":"Founder led sales","tagline":"Use this skill when developers love your tool but nobody pays, you have never sold and freeze on the conversation, or deals stall on \"let me think about it.\" Produces a repeatable first-deal motion you run yourself: finding the champion and the buyer, running discovery, demoing their use case, arming the champion, and closing your first paying customers. Triggers on \"founder-led sales\", \"close first customers\", \"nobody will pay\", \"how do I sell this\", \"let me think about it\", sales discovery\", \"find the champion\", \"close the deal\", \"first paying customer\".","author":"swan-gtm","license":"MIT","stars":159,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"founder led sales use this skill when developers love your tool but nobody pays, you have never sold and freeze on the conversation, or deals stall on \"let me think about it.\" produces a repeatable first-deal motion you run yourself: finding the champion and the buyer, running discovery, demoing their use case, arming the champion, and closing your first paying customers. triggers on \"founder-led sales\", \"close first customers\", \"nobody will pay\", \"how do i sell this\", \"let me think about it\", sales discovery\", \"find the champion\", \"close the deal\", \"first paying customer\". founder-led-sales sales & ecommerce "},{"slug":"gtm-data-architecture","kind":"skill","name":"GTM Data Architecture: Warehouse-Native Design Patterns","tagline":"GTM data architecture for revenue operators who are not data engineers; warehouse-native and zero-copy patterns that have won in the market. Use when designing GTM data stacks, planning data transformation layers, evaluating CDP vendors, building identity resolution and unified customer intelligence, implementing reverse ETL (Hightouch or Census), or assessing data readiness for AI agents. Also trigger on 'data architecture', 'ELT vs ETL', 'warehouse-native CDP', 'composable CDP', 'reverse ETL implementation', 'dbt for RevOps', 'unified health scores', 'customer data platform strategy', or 'data mesh for GTM'. BOUNDARY: Covers architecture and transformation layers only. Handoff to revops-data-governance for CRM data quality and governance; to revops-tech-stack for vendor selection frameworks; to gtm-planning for strategy implications. This skill addresses the data layer for a RevOps team scaling AI adoption.","author":"swan-gtm","license":"MIT","stars":159,"dept":"engineering","deptName":"Development","task":"engineering/build-pipeline","taskName":"Data pipelines","hay":"gtm data architecture: warehouse-native design patterns gtm data architecture for revenue operators who are not data engineers; warehouse-native and zero-copy patterns that have won in the market. use when designing gtm data stacks, planning data transformation layers, evaluating cdp vendors, building identity resolution and unified customer intelligence, implementing reverse etl (hightouch or census), or assessing data readiness for ai agents. also trigger on 'data architecture', 'elt vs etl', 'warehouse-native cdp', 'composable cdp', 'reverse etl implementation', 'dbt for revops', 'unified health scores', 'customer data platform strategy', or 'data mesh for gtm'. boundary: covers architecture and transformation layers only. handoff to revops-data-governance for crm data quality and governance; to revops-tech-stack for vendor selection frameworks; to gtm-planning for strategy implications. this skill addresses the data layer for a revops team scaling ai adoption. gtm-data-architecture sales & ecommerce "},{"slug":"gtm-planning","kind":"skill","name":"GTM Planning & Revenue Org Design","tagline":"Go-to-market planning, org design, territory design, and capacity planning for B2B revenue teams. Use when the user mentions GTM planning, go-to-market, GTM motion, territory design, org design, sales org, team structure, capacity planning, headcount model, hiring plan, ICP definition, PLG, product-led growth, sales-led, partner-led, channel strategy, named accounts, team ratios, SDR-to-AE ratio, or scaling the sales team. Also trigger when someone asks about entering a new market, redesigning territories, or planning next year's revenue org. If someone says 'how should I structure my sales team' or 'our territories don't make sense,' activate this skill. BOUNDARY: Covers team STRUCTURE, territories, and capacity. For comp plans and quotas, see gtm-compensation. For ICP BUILDING methodology (GAP method, interviews, thresholds), see icp-builder.","author":"swan-gtm","license":"MIT","stars":159,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"gtm planning & revenue org design go-to-market planning, org design, territory design, and capacity planning for b2b revenue teams. use when the user mentions gtm planning, go-to-market, gtm motion, territory design, org design, sales org, team structure, capacity planning, headcount model, hiring plan, icp definition, plg, product-led growth, sales-led, partner-led, channel strategy, named accounts, team ratios, sdr-to-ae ratio, or scaling the sales team. also trigger when someone asks about entering a new market, redesigning territories, or planning next year's revenue org. if someone says 'how should i structure my sales team' or 'our territories don't make sense,' activate this skill. boundary: covers team structure, territories, and capacity. for comp plans and quotas, see gtm-compensation. for icp building methodology (gap method, interviews, thresholds), see icp-builder. gtm-planning sales & ecommerce "},{"slug":"icp-builder","kind":"skill","name":"ICP Builder: Validate, Build & Expand","tagline":"Build, validate, or expand your ICP (Ideal Customer Profile) using the GAP method, SPICED framework, and customer interview pipeline. Triggers on 'build your ICP,' 'check your ICP,' 'ICP validation,' 'ICP quality,' 'you don't have an ICP,' 'ICP is too broad,' 'who should we sell to,' 'segment our market,' 'ICP workshop,' 'customer interviews for ICP,' 'GAP method,' 'ICP expansion,' 'Goldilocks zone,' 'tier our customers,' 'A/B/C segmentation,' 'are we targeting the right customers,' 'segmentation check,' 'ICP review,' 'who are we actually selling to,' 'score our accounts,' 'ICP scoring,' 'fit score,' 'TAM list,' 'target list,' 'build our market list,' or any situation where your ICP is missing, broken, or needs validation. This skill covers the full ICP lifecycle: validate what exists, build from scratch, score every company 0-100 on fit, produce and maintain the TAM list, refine with interviews, and plan expansion. BOUNDARY: For positioning/messaging (step AFTER ICP), see positioning-messaging-designer.","author":"swan-gtm","license":"MIT","stars":159,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"icp builder: validate, build & expand build, validate, or expand your icp (ideal customer profile) using the gap method, spiced framework, and customer interview pipeline. triggers on 'build your icp,' 'check your icp,' 'icp validation,' 'icp quality,' 'you don't have an icp,' 'icp is too broad,' 'who should we sell to,' 'segment our market,' 'icp workshop,' 'customer interviews for icp,' 'gap method,' 'icp expansion,' 'goldilocks zone,' 'tier our customers,' 'a/b/c segmentation,' 'are we targeting the right customers,' 'segmentation check,' 'icp review,' 'who are we actually selling to,' 'score our accounts,' 'icp scoring,' 'fit score,' 'tam list,' 'target list,' 'build our market list,' or any situation where your icp is missing, broken, or needs validation. this skill covers the full icp lifecycle: validate what exists, build from scratch, score every company 0-100 on fit, produce and maintain the tam list, refine with interviews, and plan expansion. boundary: for positioning/messaging (step after icp), see positioning-messaging-designer. icp-builder sales & ecommerce "},{"slug":"launch-monitor","kind":"skill","name":"Launch monitor","tagline":"Use this skill when a product launch is live and you need to know what press, social, and developer communities are saying — and what to do about it. Produces a response war room report: a triaged signal feed with urgency levels and action badges, a mischaracterization tracker with copy-ready corrections, a competitor response panel, and a sentiment velocity read. Reach for it when someone says \"monitor this launch\", track the launch\", \"what's being said about the launch\", \"what's the reaction to the announcement\", \"flag any mischaracterizations\", \"check press coverage for the launch\", post-launch coverage\", or \"how are competitors responding to our launch\". Not for steady-state brand monitoring outside a launch window.","author":"swan-gtm","license":"MIT","stars":159,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"launch monitor use this skill when a product launch is live and you need to know what press, social, and developer communities are saying — and what to do about it. produces a response war room report: a triaged signal feed with urgency levels and action badges, a mischaracterization tracker with copy-ready corrections, a competitor response panel, and a sentiment velocity read. reach for it when someone says \"monitor this launch\", track the launch\", \"what's being said about the launch\", \"what's the reaction to the announcement\", \"flag any mischaracterizations\", \"check press coverage for the launch\", post-launch coverage\", or \"how are competitors responding to our launch\". not for steady-state brand monitoring outside a launch window. launch-monitor sales & ecommerce "},{"slug":"linkedin-engagement-handler","kind":"skill","name":"Linkedin engagement handler","tagline":"Use this skill when monitoring comments and reactions on a team member's LinkedIn posts. Comments get the full treatment — ICP + persona gating, CRM and account-memory logging, lead scoring, and a high-value path to connection requests and Slack alerts — while lone reactions are logged as a light touch unless the account is top-tier or a repeat engager. Repeat engagers escalate to high intent after an active-buyer check, with a personalized multi-channel draft queued for review.","author":"swan-gtm","license":"MIT","stars":159,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"linkedin engagement handler use this skill when monitoring comments and reactions on a team member's linkedin posts. comments get the full treatment — icp + persona gating, crm and account-memory logging, lead scoring, and a high-value path to connection requests and slack alerts — while lone reactions are logged as a light touch unless the account is top-tier or a repeat engager. repeat engagers escalate to high intent after an active-buyer check, with a personalized multi-channel draft queued for review. linkedin-engagement-handler sales & ecommerce "},{"slug":"market-finder","kind":"skill","name":"Market finder","tagline":"Use this skill when you need to enumerate every business of a given type in a geography — \"find all X in Y\", \"build a list of\", \"market sizing\", \"account universe\", \"how many X in Y\", \"TAM for\", \"discover all\", \"prospect list\" — or when you already have a list and want it checked: \"audit my list\", \"compare against\", \"what am I missing\", \"gap analysis\", \"verify my business list\". Produces a deduplicated, source-linked market inventory with a confidence score per entity; in audit mode, a three-way comparison of your list against fresh discovery (matched / discovered-only / reference-only) with a coverage score. Not for monitoring known competitors over time or deep-diving a single company — this play is for mapping a whole market.","author":"swan-gtm","license":"MIT","stars":159,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"market finder use this skill when you need to enumerate every business of a given type in a geography — \"find all x in y\", \"build a list of\", \"market sizing\", \"account universe\", \"how many x in y\", \"tam for\", \"discover all\", \"prospect list\" — or when you already have a list and want it checked: \"audit my list\", \"compare against\", \"what am i missing\", \"gap analysis\", \"verify my business list\". produces a deduplicated, source-linked market inventory with a confidence score per entity; in audit mode, a three-way comparison of your list against fresh discovery (matched / discovered-only / reference-only) with a coverage score. not for monitoring known competitors over time or deep-diving a single company — this play is for mapping a whole market. market-finder sales & ecommerce "},{"slug":"ads-measurement-scorecard","kind":"skill","name":"Measurement Scorecard & Dashboard Setup","tagline":"Use this skill when setting up paid media measurement — the scorecard of leading vs vanity metrics and the dashboard that keeps reporting honest.","author":"swan-gtm","license":"MIT","stars":159,"dept":"data","deptName":"Data & analytics","task":"data/build-report","taskName":"Reports & dashboards","hay":"measurement scorecard & dashboard setup use this skill when setting up paid media measurement — the scorecard of leading vs vanity metrics and the dashboard that keeps reporting honest. ads-measurement-scorecard sales & ecommerce "},{"slug":"skill-4","kind":"skill","name":"My skill name","tagline":"Use this skill when [the concrete trigger — a signal fires, a moment in the deal, a recurring cadence]. Produces [the concrete output]. [One or two more sentences dense with the phrases someone would actually say when they need this.]","author":"swan-gtm","license":"MIT","stars":159,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"my skill name use this skill when [the concrete trigger — a signal fires, a moment in the deal, a recurring cadence]. produces [the concrete output]. [one or two more sentences dense with the phrases someone would actually say when they need this.] skill-4 sales & ecommerce "},{"slug":"ads-offers-strategy","kind":"skill","name":"Offers Strategy Guide","tagline":"Use this skill when designing offers for paid campaigns — the offer types that convert cold B2B traffic and matching offer strength to funnel stage.","author":"swan-gtm","license":"MIT","stars":159,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"offers strategy guide use this skill when designing offers for paid campaigns — the offer types that convert cold b2b traffic and matching offer strength to funnel stage. ads-offers-strategy sales & ecommerce "},{"slug":"operating-cadence-designer","kind":"skill","name":"Operating cadence designer","tagline":"Design and install the operating cadence for your organization: the calendar that makes the revenue operating system real. Connects the strategy scorecard (strategy), the revenue dashboard (visibility), and weekly/monthly rituals (execution). Use whenever the user mentions 'operating cadence,' 'cadence design,' 'meeting architecture,' 'install the cadence,' 'ritual design,' 'revenue meetings,' '5P meetings,' 'breach rhythm,' 'WIP limits,' 'decision cadence,' 'signal trigger action,' 'decision rules,' or any engagement where meetings need restructuring. Also trigger on 'our meetings are status updates,' 'nobody makes decisions,' 'nothing gets done,' 'the board keeps getting surprised,' or 'we need a rhythm.' Also trigger on 'forecast calls,' 'pipeline review,' 'QBR,' 'board meeting,' 'board deck,' 'monthly business review,' 'sales standup,' or 'deal review.' BOUNDARY: For the revenue dashboard build itself, see pipeline-visibility.","author":"swan-gtm","license":"MIT","stars":159,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"operating cadence designer design and install the operating cadence for your organization: the calendar that makes the revenue operating system real. connects the strategy scorecard (strategy), the revenue dashboard (visibility), and weekly/monthly rituals (execution). use whenever the user mentions 'operating cadence,' 'cadence design,' 'meeting architecture,' 'install the cadence,' 'ritual design,' 'revenue meetings,' '5p meetings,' 'breach rhythm,' 'wip limits,' 'decision cadence,' 'signal trigger action,' 'decision rules,' or any engagement where meetings need restructuring. also trigger on 'our meetings are status updates,' 'nobody makes decisions,' 'nothing gets done,' 'the board keeps getting surprised,' or 'we need a rhythm.' also trigger on 'forecast calls,' 'pipeline review,' 'qbr,' 'board meeting,' 'board deck,' 'monthly business review,' 'sales standup,' or 'deal review.' boundary: for the revenue dashboard build itself, see pipeline-visibility. operating-cadence-designer sales & ecommerce "},{"slug":"ads-optimization-signals","kind":"skill","name":"Optimization Signals & Testing Rules","tagline":"Use this skill when reading optimization signals — which metrics justify action, testing rules, and when a result is real versus noise.","author":"swan-gtm","license":"MIT","stars":159,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"optimization signals & testing rules use this skill when reading optimization signals — which metrics justify action, testing rules, and when a result is real versus noise. ads-optimization-signals sales & ecommerce "},{"slug":"pavilion-event-concierge","kind":"skill","name":"Pavilion event concierge","tagline":"Turn GTM2026 into your own event app. Claude builds a living agenda for you from the full session program, with a timeline, sessions, an explore feed, and prep, and updates it as your plans change.","author":"swan-gtm","license":"MIT","stars":159,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"pavilion event concierge turn gtm2026 into your own event app. claude builds a living agenda for you from the full session program, with a timeline, sessions, an explore feed, and prep, and updates it as your plans change. pavilion-event-concierge sales & ecommerce "},{"slug":"positioning-messaging-designer","kind":"skill","name":"Positioning & Messaging Designer","tagline":"Design positioning and messaging frameworks for your company using the Use Case Messaging Canvas and Opposites method. Use whenever you need to define your positioning, build a messaging framework, create a Use Case Canvas, or bridge the gap between ICP and copy. Triggers include 'position yourself,' 'messaging framework,' 'Use Case Canvas,' 'how should we position,' 'our messaging is all over the place,' 'we skip straight to copy,' 'Opposites method,' 'Old Way vs New Way,' 'positioning workshop,' 'value prop,' 'one-liner,' 'elevator pitch,' 'positioning line,' or any situation where you have an ICP but your messaging is missing or inconsistent. BOUNDARY: This skill designs POSITIONING and MESSAGING frameworks. For ICP building (the step BEFORE), see icp-builder. For writing actual LinkedIn copy, see a LinkedIn posting skill. For proposals, see a proposal generator skill.","author":"swan-gtm","license":"MIT","stars":159,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"positioning & messaging designer design positioning and messaging frameworks for your company using the use case messaging canvas and opposites method. use whenever you need to define your positioning, build a messaging framework, create a use case canvas, or bridge the gap between icp and copy. triggers include 'position yourself,' 'messaging framework,' 'use case canvas,' 'how should we position,' 'our messaging is all over the place,' 'we skip straight to copy,' 'opposites method,' 'old way vs new way,' 'positioning workshop,' 'value prop,' 'one-liner,' 'elevator pitch,' 'positioning line,' or any situation where you have an icp but your messaging is missing or inconsistent. boundary: this skill designs positioning and messaging frameworks. for icp building (the step before), see icp-builder. for writing actual linkedin copy, see a linkedin posting skill. for proposals, see a proposal generator skill. positioning-messaging-designer sales & ecommerce "},{"slug":"positioning-and-story","kind":"skill","name":"Positioning and story","tagline":"Use this skill when your messaging describes what the product does instead of the problem it kills, sounds interchangeable with three competitors, or creates no urgency to act now. Produces a positioning where the developer is the hero and a real trend is the villain, plus a differentiation level you can defend. Triggers on \"positioning\", \"messaging\", \"our story\", \"we sound like everyone\", \"homepage headline\", \"value narrative\", \"category\", \"differentiation\", \"why now\", \"nobody feels urgency\".","author":"swan-gtm","license":"MIT","stars":159,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"positioning and story use this skill when your messaging describes what the product does instead of the problem it kills, sounds interchangeable with three competitors, or creates no urgency to act now. produces a positioning where the developer is the hero and a real trend is the villain, plus a differentiation level you can defend. triggers on \"positioning\", \"messaging\", \"our story\", \"we sound like everyone\", \"homepage headline\", \"value narrative\", \"category\", \"differentiation\", \"why now\", \"nobody feels urgency\". positioning-and-story sales & ecommerce "},{"slug":"pricing-monetisation-ops","kind":"skill","name":"Pricing and Monetization Operations","tagline":"Use this skill when bill shock is killing renewal cohorts, a consumption model breaks revenue recognition, or metering and billing are out of sync. Builds the operational layers: metering (ingestion, deduplication, customer mapping), rating and pricing engines (tiers, overages, minimums, credits), invoicing with audit trails, collections logic, and revenue reconciliation for variable contracts. Produces a data-quality audit of metering leaks, a quote-to-cash integration map, a per-seat-to-usage migration plan that does not break revenue reporting, and an ASC 606 compliance checklist. Rule: consumption pricing is only as good as its metering, billing and reconciliation plumbing; one broken layer breaks them all. Trigger phrases: usage billing, bill shock, metering, price migration, overages, billing reconciliation, variable revenue.","author":"swan-gtm","license":"MIT","stars":159,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"pricing and monetization operations use this skill when bill shock is killing renewal cohorts, a consumption model breaks revenue recognition, or metering and billing are out of sync. builds the operational layers: metering (ingestion, deduplication, customer mapping), rating and pricing engines (tiers, overages, minimums, credits), invoicing with audit trails, collections logic, and revenue reconciliation for variable contracts. produces a data-quality audit of metering leaks, a quote-to-cash integration map, a per-seat-to-usage migration plan that does not break revenue reporting, and an asc 606 compliance checklist. rule: consumption pricing is only as good as its metering, billing and reconciliation plumbing; one broken layer breaks them all. trigger phrases: usage billing, bill shock, metering, price migration, overages, billing reconciliation, variable revenue. pricing-monetisation-ops sales & ecommerce "},{"slug":"pull-call-review","kind":"skill","name":"Pull call review","tagline":"Use this skill when the user shares a sales call, discovery call, demo, or pitch transcript and asks for analysis, diagnosis, a post-mortem, or feedback — even if they don't say PULL.\" Also fires on \"why didn't this close,\" \"what went wrong on this call,\" \"did they have demand,\" or \"what should I do with this deal.\" Analyzes the transcript with Rob Snyder's PULL framework (Project, Unavoidable, List of options + Limitations) to diagnose whether a real demand-side force was present, whether the seller surfaced, tested, and fit it, and exactly what to change — every claim backed by a quote or a flagged absence, with hard word caps so the verdict stays sharp. Not generic sales advice; a strict mechanistic analysis that replaces it.","author":"swan-gtm","license":"MIT","stars":159,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"pull call review use this skill when the user shares a sales call, discovery call, demo, or pitch transcript and asks for analysis, diagnosis, a post-mortem, or feedback — even if they don't say pull.\" also fires on \"why didn't this close,\" \"what went wrong on this call,\" \"did they have demand,\" or \"what should i do with this deal.\" analyzes the transcript with rob snyder's pull framework (project, unavoidable, list of options + limitations) to diagnose whether a real demand-side force was present, whether the seller surfaced, tested, and fit it, and exactly what to change — every claim backed by a quote or a flagged absence, with hard word caps so the verdict stays sharp. not generic sales advice; a strict mechanistic analysis that replaces it. pull-call-review sales & ecommerce "},{"slug":"quora-authority-answering","kind":"skill","name":"Quora authority answering","tagline":"Use this skill when running a Quora answering program run as a lead generation channel: answer these Quora questions\", \"write Quora answers for our founder\", \"our Quora answers read like AI\", \"how do we get leads from Quora\", \"which of these questions should we answer\". Produces linkless answers that survive moderation, earn upvotes on the collapsed preview, and convert readers into profile visits, plus the triage and posting order for a batch.","author":"swan-gtm","license":"MIT","stars":159,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"quora authority answering use this skill when running a quora answering program run as a lead generation channel: answer these quora questions\", \"write quora answers for our founder\", \"our quora answers read like ai\", \"how do we get leads from quora\", \"which of these questions should we answer\". produces linkless answers that survive moderation, earn upvotes on the collapsed preview, and convert readers into profile visits, plus the triage and posting order for a batch. quora-authority-answering sales & ecommerce "},{"slug":"reach-out","kind":"skill","name":"Reach out","tagline":"Use this skill whenever creating outreach — a cold email, a LinkedIn message, a follow-up, or a multi-step sequence — for a company, a contact, a list, or a signal. Use it even when the user doesn't say \"outreach\": any request to write to, contact, message, or get in front of a prospect or account goes through here. Covers picking the hook, matching the org's voice, choosing the sequence shape, and staging everything for approval. Trigger phrasings: \"reach out to\", \"draft outreach\", \"email this company\", \"message this prospect\", \"follow up with\", \"build a sequence\", \"contact these visitors\". Also use it for strategic outreach questions (\"how should our cold emails sound\", \"what cadence should we run\") — the output is then a point of view grounded in the org's saved voice, not a sequence.","author":"swan-gtm","license":"MIT","stars":159,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"reach out use this skill whenever creating outreach — a cold email, a linkedin message, a follow-up, or a multi-step sequence — for a company, a contact, a list, or a signal. use it even when the user doesn't say \"outreach\": any request to write to, contact, message, or get in front of a prospect or account goes through here. covers picking the hook, matching the org's voice, choosing the sequence shape, and staging everything for approval. trigger phrasings: \"reach out to\", \"draft outreach\", \"email this company\", \"message this prospect\", \"follow up with\", \"build a sequence\", \"contact these visitors\". also use it for strategic outreach questions (\"how should our cold emails sound\", \"what cadence should we run\") — the output is then a point of view grounded in the org's saved voice, not a sequence. reach-out sales & ecommerce "},{"slug":"revops-data-governance","kind":"skill","name":"Revenue Data Governance","tagline":"Use this skill when CRM reports do not match, fields are a mess, hundreds of properties sit unused, or nobody trusts the data. Builds a data model mapped to the customer journey, designs field naming conventions and governance, sets up quality scorecards (completeness, accuracy, consistency, timeliness), and audits integrations to stop data rot. Produces a data dictionary, a field governance process with create and deprecate workflows, and quarterly quality targets. Rule: if a field has no documented owner and no documented use case, delete it. Trigger phrases: our reports do not match, our CRM is a mess, data quality, system of record, deduplication, field governance.","author":"swan-gtm","license":"MIT","stars":159,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"revenue data governance use this skill when crm reports do not match, fields are a mess, hundreds of properties sit unused, or nobody trusts the data. builds a data model mapped to the customer journey, designs field naming conventions and governance, sets up quality scorecards (completeness, accuracy, consistency, timeliness), and audits integrations to stop data rot. produces a data dictionary, a field governance process with create and deprecate workflows, and quarterly quality targets. rule: if a field has no documented owner and no documented use case, delete it. trigger phrases: our reports do not match, our crm is a mess, data quality, system of record, deduplication, field governance. revops-data-governance sales & ecommerce "},{"slug":"revops-forecasting","kind":"skill","name":"Revenue Forecasting","tagline":"Use this skill when the forecast is consistently wrong: over-forecasting, missed quarter-ends, deals slipping unexpectedly. Installs category-based forecasting (Commit, Best Case, Upside), multi-method triangulation combining stage-weighted and historical views, and forecast accuracy diagnostics with benchmarks. Produces a repeatable forecast cadence, the red flags to inspect in forecast calls, and a variance-reduction roadmap. Rule: if a rep cannot explain their Commit deal in 2 minutes, it is not a Commit. Trigger phrases: forecast accuracy, we cannot predict our number, forecast categories, pipeline coverage, forecast call, deals go stale.","author":"swan-gtm","license":"MIT","stars":159,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"revenue forecasting use this skill when the forecast is consistently wrong: over-forecasting, missed quarter-ends, deals slipping unexpectedly. installs category-based forecasting (commit, best case, upside), multi-method triangulation combining stage-weighted and historical views, and forecast accuracy diagnostics with benchmarks. produces a repeatable forecast cadence, the red flags to inspect in forecast calls, and a variance-reduction roadmap. rule: if a rep cannot explain their commit deal in 2 minutes, it is not a commit. trigger phrases: forecast accuracy, we cannot predict our number, forecast categories, pipeline coverage, forecast call, deals go stale. revops-forecasting sales & ecommerce "},{"slug":"revenue-operating-cadence","kind":"skill","name":"Revenue Operating Cadence Framework","tagline":"Revenue operating cadence: meeting architecture, data pyramid, and board reporting that turns strategy into execution. Use when the user mentions operating cadence, meeting cadence, forecast calls, pipeline review, QBR, board meeting, board deck, monthly business review, sales standup, deal review, meeting architecture, meeting agenda, revenue ceremonies, or structuring revenue meetings. Also trigger when someone asks about board deck structure, running forecast calls, fixing meetings that waste time, or getting accountability. If someone says 'our meetings are status updates' or 'the board keeps getting surprised' or 'nothing gets done,' activate this skill. BOUNDARY: Covers meeting structure and data inputs. For forecast methodology, see revops-forecasting. For metrics, see revops-metrics.","author":"swan-gtm","license":"MIT","stars":159,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"revenue operating cadence framework revenue operating cadence: meeting architecture, data pyramid, and board reporting that turns strategy into execution. use when the user mentions operating cadence, meeting cadence, forecast calls, pipeline review, qbr, board meeting, board deck, monthly business review, sales standup, deal review, meeting architecture, meeting agenda, revenue ceremonies, or structuring revenue meetings. also trigger when someone asks about board deck structure, running forecast calls, fixing meetings that waste time, or getting accountability. if someone says 'our meetings are status updates' or 'the board keeps getting surprised' or 'nothing gets done,' activate this skill. boundary: covers meeting structure and data inputs. for forecast methodology, see revops-forecasting. for metrics, see revops-metrics. revenue-operating-cadence sales & ecommerce "},{"slug":"revops-metrics","kind":"skill","name":"Revenue Performance Metrics","tagline":"Revenue performance measurement, funnel math, and unit economics for B2B teams. Use when the user mentions revenue metrics, conversion rates, pipeline velocity, unit economics, LTV, CAC, payback period, cohort analysis, NRR, GRR, churn rate, expansion revenue, ARR, MRR, funnel conversion, win rate, deal size, sales cycle, Rule of 40, burn multiple, T2D3, growth benchmarks, deal health scoring, deal health dimensions, conversational intelligence metrics, strategic initiative trackers, activity velocity, multi-threading score, or measuring revenue performance. Also trigger on 'our numbers are off,' 'how do we stack up,' 'what should our conversion rate be,' or 'how healthy is this deal.' BOUNDARY: This skill covers WHAT to measure. For forecasting, see revops-forecasting. For meeting cadence, see revenue-operating-cadence.","author":"swan-gtm","license":"MIT","stars":159,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"revenue performance metrics revenue performance measurement, funnel math, and unit economics for b2b teams. use when the user mentions revenue metrics, conversion rates, pipeline velocity, unit economics, ltv, cac, payback period, cohort analysis, nrr, grr, churn rate, expansion revenue, arr, mrr, funnel conversion, win rate, deal size, sales cycle, rule of 40, burn multiple, t2d3, growth benchmarks, deal health scoring, deal health dimensions, conversational intelligence metrics, strategic initiative trackers, activity velocity, multi-threading score, or measuring revenue performance. also trigger on 'our numbers are off,' 'how do we stack up,' 'what should our conversion rate be,' or 'how healthy is this deal.' boundary: this skill covers what to measure. for forecasting, see revops-forecasting. for meeting cadence, see revenue-operating-cadence. revops-metrics sales & ecommerce "},{"slug":"revops-change-management","kind":"skill","name":"Revops change management","tagline":"Revenue change management: plan change, design enablement, make it stick, measure adoption. Trigger on change management, enablement design, adoption failure, rollout plan, communication plan, stakeholder management, training that doesn't stick, behavior change, coaching program, process change, system migration, comp plan change, territory change, Kotter, ADKAR, spaced repetition, forgetting curve, reverse salient, traffic light model, Bloom's taxonomy, 'nobody follows the new process,' 'we trained them but nothing changed,' 'the tool is built but nobody uses it,' 'how do we get buy-in,' 'people are pushing back,' AI change management, FOBO, shadow AI, AI adoption, works council AI, AI governance framework, AI rollout, or fear of becoming obsolete. BOUNDARY: For HubSpot adoption, see revops-hubspot. For GTM org change, see gtm-planning.","author":"swan-gtm","license":"MIT","stars":159,"dept":"support","deptName":"Customer support","task":"support/onboard-customer","taskName":"Customer onboarding","hay":"revops change management revenue change management: plan change, design enablement, make it stick, measure adoption. trigger on change management, enablement design, adoption failure, rollout plan, communication plan, stakeholder management, training that doesn't stick, behavior change, coaching program, process change, system migration, comp plan change, territory change, kotter, adkar, spaced repetition, forgetting curve, reverse salient, traffic light model, bloom's taxonomy, 'nobody follows the new process,' 'we trained them but nothing changed,' 'the tool is built but nobody uses it,' 'how do we get buy-in,' 'people are pushing back,' ai change management, fobo, shadow ai, ai adoption, works council ai, ai governance framework, ai rollout, or fear of becoming obsolete. boundary: for hubspot adoption, see revops-hubspot. for gtm org change, see gtm-planning. revops-change-management sales & ecommerce "},{"slug":"revops-diagnostic","kind":"skill","name":"Revops diagnostic","tagline":"Revenue operations diagnostic frameworks for identifying system constraints and root causes in B2B GTM organizations. Use when the user mentions diagnosing revenue problems, finding the constraint, IFA diagnostic, six stages of check, system thinking, root cause analysis, A3 analysis, GTM health check, revenue system audit, or figuring out what's wrong with their revenue engine. Also trigger when someone describes symptoms like weak pipeline, wrong forecast, underperforming reps, or leadership chaos. If someone says 'we keep missing plan' or 'everyone is busy but nothing moves,' activate this skill. This is the diagnostic skill: find the real constraint before recommending what to fix.","author":"swan-gtm","license":"MIT","stars":159,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"revops diagnostic revenue operations diagnostic frameworks for identifying system constraints and root causes in b2b gtm organizations. use when the user mentions diagnosing revenue problems, finding the constraint, ifa diagnostic, six stages of check, system thinking, root cause analysis, a3 analysis, gtm health check, revenue system audit, or figuring out what's wrong with their revenue engine. also trigger when someone describes symptoms like weak pipeline, wrong forecast, underperforming reps, or leadership chaos. if someone says 'we keep missing plan' or 'everyone is busy but nothing moves,' activate this skill. this is the diagnostic skill: find the real constraint before recommending what to fix. revops-diagnostic sales & ecommerce "},{"slug":"revops-hubspot","kind":"skill","name":"RevOps HubSpot Implementation","tagline":"Use this skill when CRM architecture breaks revenue clarity: lifecycle stages that do not match the funnel, unmaintainable properties, reporting that needs three spreadsheets. Covers object model design, lifecycle architecture, property governance, pipeline configuration, automation patterns, and reporting structure for HubSpot. Produces a documented architecture with stage definitions, property naming standards, workflow specs, and a revenue-decision-focused dashboard roadmap. Rule: design for reporting first; if you cannot name the report a property feeds, do not create it. Trigger phrases: HubSpot setup, lifecycle stages, messy HubSpot instance, deal pipelines, HubSpot reporting, CRM architecture.","author":"swan-gtm","license":"MIT","stars":159,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"revops hubspot implementation use this skill when crm architecture breaks revenue clarity: lifecycle stages that do not match the funnel, unmaintainable properties, reporting that needs three spreadsheets. covers object model design, lifecycle architecture, property governance, pipeline configuration, automation patterns, and reporting structure for hubspot. produces a documented architecture with stage definitions, property naming standards, workflow specs, and a revenue-decision-focused dashboard roadmap. rule: design for reporting first; if you cannot name the report a property feeds, do not create it. trigger phrases: hubspot setup, lifecycle stages, messy hubspot instance, deal pipelines, hubspot reporting, crm architecture. revops-hubspot sales & ecommerce "},{"slug":"revops-org-chart","kind":"skill","name":"RevOps Org Chart & Team Design","tagline":"RevOps team org design, role structure, and hiring sequencing by company size and ARR stage. Use this skill when you need to structure your RevOps team, determine hiring order, design a business partner vs. center-of-excellence model, decide when to engage a Systems Architect (FTE, fractional, or advisory), evolve a CRM or automation team toward RevOps, define who RevOps should report to, establish a mandate or charter, choose centralized vs. embedded vs. hub-and-spoke model, design multi-BU or multi-instance team structures, or build agencies into your RevOps strategy without creating dependency. Also use when you have Business Partners and are considering adding an Architect role. Includes frameworks from RevOps Co-op, Revenue Wizards, Hyperscayle, Go Nimbly, Maxio, Leanlayer, Stage2 Capital, and practice-based hiring guides.","author":"swan-gtm","license":"MIT","stars":159,"dept":"people","deptName":"People & hiring","task":"people/hire","taskName":"Hiring","hay":"revops org chart & team design revops team org design, role structure, and hiring sequencing by company size and arr stage. use this skill when you need to structure your revops team, determine hiring order, design a business partner vs. center-of-excellence model, decide when to engage a systems architect (fte, fractional, or advisory), evolve a crm or automation team toward revops, define who revops should report to, establish a mandate or charter, choose centralized vs. embedded vs. hub-and-spoke model, design multi-bu or multi-instance team structures, or build agencies into your revops strategy without creating dependency. also use when you have business partners and are considering adding an architect role. includes frameworks from revops co-op, revenue wizards, hyperscayle, go nimbly, maxio, leanlayer, stage2 capital, and practice-based hiring guides. revops-org-chart sales & ecommerce "},{"slug":"revops-strategy","kind":"skill","name":"Revops strategy","tagline":"Revenue operations strategy, pipeline architecture, and strategic advisory for building your B2B company's revenue engine. Use this skill when you mention RevOps, revenue operations, pipeline architecture, bow tie model, bowtie funnel, funnel stages, revenue leaks, KPI frameworks, sales-marketing alignment, GTM strategy, data hygiene, tech stack audit, revenue engine, or when you need help framing a strategic response about revenue operations topics. Also trigger on pushing back on vanity metrics, translating problems into RevOps language, diagnosing pipeline problems, or building KPI frameworks. Even without 'RevOps': funnel conversion, pipeline velocity, lead handoffs, revenue alignment all trigger this. Also covers ICP-to-messaging alignment and operating system architecture. BOUNDARY: Covers strategic FRAMING and pipeline architecture. For ICP building, see icp-builder. For CRM implementation, see revops-hubspot.","author":"swan-gtm","license":"MIT","stars":159,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"revops strategy revenue operations strategy, pipeline architecture, and strategic advisory for building your b2b company's revenue engine. use this skill when you mention revops, revenue operations, pipeline architecture, bow tie model, bowtie funnel, funnel stages, revenue leaks, kpi frameworks, sales-marketing alignment, gtm strategy, data hygiene, tech stack audit, revenue engine, or when you need help framing a strategic response about revenue operations topics. also trigger on pushing back on vanity metrics, translating problems into revops language, diagnosing pipeline problems, or building kpi frameworks. even without 'revops': funnel conversion, pipeline velocity, lead handoffs, revenue alignment all trigger this. also covers icp-to-messaging alignment and operating system architecture. boundary: covers strategic framing and pipeline architecture. for icp building, see icp-builder. for crm implementation, see revops-hubspot. revops-strategy sales & ecommerce "},{"slug":"revops-tech-stack","kind":"skill","name":"RevOps Tech Stack Architecture","tagline":"Revenue technology stack architecture, value engineering, platform evaluation, and capability mapping for B2B GTM teams. Use when the user mentions tech stack, martech stack, sales tech, CRM evaluation, platform selection, tool consolidation, stack audit, build vs buy, integration architecture, composability, iPaaS, CDP, MAP, sales engagement platform, AI tools for GTM, AI maturity, AI orchestration, AI agents, knowledge layer, semantic retrieval, RAG stack, vector database, EU AI stack, GDPR AI tools, knowledge management platform, Glean, Langdock, Weaviate, Qdrant, Pinecone, LlamaIndex, LangChain, Dust.tt, Guru, or Notion AI. Also trigger on 'we have too many tools,' 'our tools don't talk to each other,' 'should we buy X or build it,' 'where should our knowledge live,' or 'how do we give AI access to our internal docs.' BOUNDARY: Covers TECHNOLOGY evaluation and architecture. For strategy framing, see revops-strategy. For HubSpot, see revops-hubspot. For data governance, see revops-data-governance.","author":"swan-gtm","license":"MIT","stars":159,"dept":"engineering","deptName":"Development","task":"engineering/shape-architecture","taskName":"Architecture","hay":"revops tech stack architecture revenue technology stack architecture, value engineering, platform evaluation, and capability mapping for b2b gtm teams. use when the user mentions tech stack, martech stack, sales tech, crm evaluation, platform selection, tool consolidation, stack audit, build vs buy, integration architecture, composability, ipaas, cdp, map, sales engagement platform, ai tools for gtm, ai maturity, ai orchestration, ai agents, knowledge layer, semantic retrieval, rag stack, vector database, eu ai stack, gdpr ai tools, knowledge management platform, glean, langdock, weaviate, qdrant, pinecone, llamaindex, langchain, dust.tt, guru, or notion ai. also trigger on 'we have too many tools,' 'our tools don't talk to each other,' 'should we buy x or build it,' 'where should our knowledge live,' or 'how do we give ai access to our internal docs.' boundary: covers technology evaluation and architecture. for strategy framing, see revops-strategy. for hubspot, see revops-hubspot. for data governance, see revops-data-governance. revops-tech-stack sales & ecommerce "},{"slug":"sales-methodology","kind":"skill","name":"Sales Methodology Implementation","tagline":"Implement and operationalize proven sales methodologies across revenue teams, with deep SPICED qualification depth. Use when the user mentions SPICED, MEDDIC, MEDDPICC, BANT, Challenger, SPIN, Gap Selling, sales qualification, deal scoring, sales process design, pipeline qualification, discovery frameworks, deal review, sales coaching, rep onboarding, discount negotiation, discount objection handling, or pricing objections. SPICED depth includes full qualification scoring, buying committee mapping by persona, discovery call structure, pipeline stage gating, and canonical language patterns by customer cluster. Also trigger for structuring discovery calls, scoring deals, running deal reviews, handling discount requests, or operationalizing any sales framework. Covers methodology selection, CRM implementation, and discount negotiation playbooks. BOUNDARY: For change management see revops-change-management. For ICP building see icp-builder. For discount governance policy see deal-desk-operations.","author":"swan-gtm","license":"MIT","stars":159,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"sales methodology implementation implement and operationalize proven sales methodologies across revenue teams, with deep spiced qualification depth. use when the user mentions spiced, meddic, meddpicc, bant, challenger, spin, gap selling, sales qualification, deal scoring, sales process design, pipeline qualification, discovery frameworks, deal review, sales coaching, rep onboarding, discount negotiation, discount objection handling, or pricing objections. spiced depth includes full qualification scoring, buying committee mapping by persona, discovery call structure, pipeline stage gating, and canonical language patterns by customer cluster. also trigger for structuring discovery calls, scoring deals, running deal reviews, handling discount requests, or operationalizing any sales framework. covers methodology selection, crm implementation, and discount negotiation playbooks. boundary: for change management see revops-change-management. for icp building see icp-builder. for discount governance policy see deal-desk-operations. sales-methodology sales & ecommerce "},{"slug":"abm-on-meta","kind":"skill","name":"Scale B2B Qualified Pipeline on Meta","tagline":"Use this skill when running Meta Ads for B2B qualified pipeline — enriched custom audiences from a tiered TAM, Conversion Leads feedback via CAPI, segment personalization, and SQL-level reporting.","author":"swan-gtm","license":"MIT","stars":159,"dept":"sales","deptName":"Sales","task":"sales/run-pipeline","taskName":"Pipeline & forecast","hay":"scale b2b qualified pipeline on meta use this skill when running meta ads for b2b qualified pipeline — enriched custom audiences from a tiered tam, conversion leads feedback via capi, segment personalization, and sql-level reporting. abm-on-meta sales & ecommerce "},{"slug":"demand-lifecycle","kind":"skill","name":"The Demand Lifecycle","tagline":"Use this skill for the demand lifecycle model — how B2B buyers move from unaware to in-market and what paid media's job is at each stage.","author":"swan-gtm","license":"MIT","stars":159,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"the demand lifecycle use this skill for the demand lifecycle model — how b2b buyers move from unaware to in-market and what paid media's job is at each stage. demand-lifecycle sales & ecommerce "},{"slug":"ads-scaling-quadrant","kind":"skill","name":"The Scaling Quadrant Framework","tagline":"Use this skill when deciding how to scale paid spend — the budget-by-creative quadrant and which lever to pull based on current performance.","author":"swan-gtm","license":"MIT","stars":159,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"the scaling quadrant framework use this skill when deciding how to scale paid spend — the budget-by-creative quadrant and which lever to pull based on current performance. ads-scaling-quadrant sales & ecommerce "},{"slug":"ads-writing-style","kind":"skill","name":"Writing Style - No AI Slop","tagline":"Use this skill for the writing bar on everything ads-related — operator voice, no AI slop, banned words, and sentence-level rules.","author":"swan-gtm","license":"MIT","stars":159,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"writing style - no ai slop use this skill for the writing bar on everything ads-related — operator voice, no ai slop, banned words, and sentence-level rules. ads-writing-style sales & ecommerce "},{"slug":"seo-firecrawl-2","kind":"skill","name":"Firecrawl Orchestrator","tagline":"Ad-hoc web scraping, site mapping, and full-site crawling via Firecrawl MCP. Returns raw HTML, parsed metadata (og:*, twitter:*, JSON-LD, canonical, robots), JS-rendered DOM, and screenshots that WebFetch cannot. Distinct from the SE Ranking skills (which give keyword/traffic/SERP data) and from WebFetch (which gives markdown prose only). Use when the user says \"scrape this page\", \"crawl this site\", \"map this site\", \"find all pages on\", \"get the OG tags\", \"get the JSON-LD\", \"render this JS-heavy page\", or any task where raw HTML head metadata, structured-data scripts, or post-JS DOM are the actual deliverable. Also invoked as a sub-step from other skills that need raw HTML.","author":"seranking","license":"MIT","stars":147,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"firecrawl orchestrator ad-hoc web scraping, site mapping, and full-site crawling via firecrawl mcp. returns raw html, parsed metadata (og:*, twitter:*, json-ld, canonical, robots), js-rendered dom, and screenshots that webfetch cannot. distinct from the se ranking skills (which give keyword/traffic/serp data) and from webfetch (which gives markdown prose only). use when the user says \"scrape this page\", \"crawl this site\", \"map this site\", \"find all pages on\", \"get the og tags\", \"get the json-ld\", \"render this js-heavy page\", or any task where raw html head metadata, structured-data scripts, or post-js dom are the actual deliverable. also invoked as a sub-step from other skills that need raw html. seo-firecrawl-2 marketing "},{"slug":"seo-images-2","kind":"skill","name":"Image SEO Audit","tagline":"Image SEO audit for a URL or domain. Pulls raw image inventory via Firecrawl, then audits alt-text quality, modern-format coverage (WebP / AVIF), responsive sizing (`srcset` / `sizes`), lazy-loading and LCP signals (`loading`, `fetchpriority`, `decoding`), CLS-safe dimensions, descriptive file names, and `ImageObject` JSON-LD. Optional PageSpeed Insights cross-reference for real byte-saving estimates. Produces a prioritised remediation list plus paste-ready picture-element markup and `ImageObject` schema. Distinct from `seo-technical-audit` (which surfaces audit-flagged image issues at the site level) and from `seo-schema` (which generates page-level JSON-LD but not image-specific markup). Use when the user asks for \"image SEO\", \"image audit\", \"alt-text audit\", \"WebP coverage\", \"AVIF\", \"responsive images\", \"lazy loading\", \"CLS images\", \"image schema\", \"ImageObject\", \"image rich results\", \"licensable images\", or \"optimise images\".","author":"seranking","license":"MIT","stars":147,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"image seo audit image seo audit for a url or domain. pulls raw image inventory via firecrawl, then audits alt-text quality, modern-format coverage (webp / avif), responsive sizing (`srcset` / `sizes`), lazy-loading and lcp signals (`loading`, `fetchpriority`, `decoding`), cls-safe dimensions, descriptive file names, and `imageobject` json-ld. optional pagespeed insights cross-reference for real byte-saving estimates. produces a prioritised remediation list plus paste-ready picture-element markup and `imageobject` schema. distinct from `seo-technical-audit` (which surfaces audit-flagged image issues at the site level) and from `seo-schema` (which generates page-level json-ld but not image-specific markup). use when the user asks for \"image seo\", \"image audit\", \"alt-text audit\", \"webp coverage\", \"avif\", \"responsive images\", \"lazy loading\", \"cls images\", \"image schema\", \"imageobject\", \"image rich results\", \"licensable images\", or \"optimise images\". seo-images-2 marketing "},{"slug":"seo-schema-3","kind":"skill","name":"Schema Markup","tagline":"Detect existing JSON-LD structured data on a page, validate against Google's rich-result requirements, and generate missing schema markup (Article, Product, LocalBusiness, FAQPage, BreadcrumbList). Produces paste-ready JSON-LD script blocks. Use when the user asks for \"schema markup\", \"structured data\", \"JSON-LD\", \"rich results\", \"schema validation\", or \"fix the schema on this page\".","author":"seranking","license":"MIT","stars":147,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"schema markup detect existing json-ld structured data on a page, validate against google's rich-result requirements, and generate missing schema markup (article, product, localbusiness, faqpage, breadcrumblist). produces paste-ready json-ld script blocks. use when the user asks for \"schema markup\", \"structured data\", \"json-ld\", \"rich results\", \"schema validation\", or \"fix the schema on this page\". seo-schema-3 marketing "},{"slug":"seo-api","kind":"skill","name":"SE Ranking API Integration Architect","tagline":"SE Ranking API integration architect. Covers the whole SE Ranking surface — the Data API (keyword research, backlinks, domain & competitor analysis, SERP, website audit, AI Search) and the Project API (rank tracking, project/keyword/backlink management, marketing plan, sub-accounts, AIRT prompts). Answers any \"how do I…\" question about endpoints, parameters, JSON schemas, credit cost, rate limits, or auth, and produces ready-to-paste cURL / Python / TypeScript / MCP-tool-call recipes. With explicit confirmation it also wires up Project API state — creating projects, adding keywords, configuring audits, setting up AIRT prompt groups. Pulls live tool schemas from the connected MCP. Unlike the analysis skills (briefs, audits, reports), seo-api produces integration recipes and wired-up state. Use when the user asks how to use the SE Ranking API, which endpoint returns a metric, how to build a rank tracker, for Postman / cURL / Python recipes, or how to integrate with Looker / n8n / Make.","author":"seranking","license":"MIT","stars":147,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"se ranking api integration architect se ranking api integration architect. covers the whole se ranking surface — the data api (keyword research, backlinks, domain & competitor analysis, serp, website audit, ai search) and the project api (rank tracking, project/keyword/backlink management, marketing plan, sub-accounts, airt prompts). answers any \"how do i…\" question about endpoints, parameters, json schemas, credit cost, rate limits, or auth, and produces ready-to-paste curl / python / typescript / mcp-tool-call recipes. with explicit confirmation it also wires up project api state — creating projects, adding keywords, configuring audits, setting up airt prompt groups. pulls live tool schemas from the connected mcp. unlike the analysis skills (briefs, audits, reports), seo-api produces integration recipes and wired-up state. use when the user asks how to use the se ranking api, which endpoint returns a metric, how to build a rank tracker, for postman / curl / python recipes, or how to integrate with looker / n8n / make. seo-api coding "},{"slug":"ig-content-planner","kind":"skill","name":"Instagram Content Planner","tagline":"Generate a weekly Instagram content plan from a theme, audience, and content pillars. Produces a per-day mix of Reels, carousels, single images, and stories, each with a hook formula, angle, posting time, and primary goal, plus a weekly saves-and-shares goal (the 2026 lever), a story cadence, and a balance check across saves, shares, comments, and follows. Use to plan a week instead of ad-hoc posting. Not for drafting one caption (use ig-caption-writer) or one carousel (use ig-carousel-planner).","author":"sergebulaev","license":"MIT","stars":138,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"instagram content planner generate a weekly instagram content plan from a theme, audience, and content pillars. produces a per-day mix of reels, carousels, single images, and stories, each with a hook formula, angle, posting time, and primary goal, plus a weekly saves-and-shares goal (the 2026 lever), a story cadence, and a balance check across saves, shares, comments, and follows. use to plan a week instead of ad-hoc posting. not for drafting one caption (use ig-caption-writer) or one carousel (use ig-carousel-planner). ig-content-planner creator "},{"slug":"ig-hashtag-strategist","kind":"skill","name":"Instagram Hashtag Strategist","tagline":"Build a sized Instagram hashtag set for a post using the 2026 reality that 3 to 5 well-chosen tags beat 30 random ones. Sizes each tag as niche (under 50k posts), mid (50k to 500k), or broad (500k+), then assembles a 2-3 niche, 1-2 mid, 0-1 broad mix that a small or mid account can actually rank in, matched to the post content and rotated to avoid spam patterns. Use to choose hashtags for a caption, carousel, or Reel. Not for writing the caption itself (use ig-caption-writer).","author":"sergebulaev","license":"MIT","stars":138,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"instagram hashtag strategist build a sized instagram hashtag set for a post using the 2026 reality that 3 to 5 well-chosen tags beat 30 random ones. sizes each tag as niche (under 50k posts), mid (50k to 500k), or broad (500k+), then assembles a 2-3 niche, 1-2 mid, 0-1 broad mix that a small or mid account can actually rank in, matched to the post content and rotated to avoid spam patterns. use to choose hashtags for a caption, carousel, or reel. not for writing the caption itself (use ig-caption-writer). ig-hashtag-strategist creator "},{"slug":"ig-hook-extractor","kind":"skill","name":"Instagram Hook Extractor","tagline":"Reverse-engineer the hook from a viral Instagram Reel or carousel, given a URL or a pasted caption. Identifies which of the 10 canonical 2026 formulas it uses (number-first, contrarian, relatable, confession, listicle, before/after, myth-buster, framework, pattern-interrupt Reel, how-I Reel), explains why it worked, names the primary goal, and returns a blank template mapped to your topic. Use to learn from a post you admire. Not for writing your own (use ig-caption-writer or ig-carousel-planner).","author":"sergebulaev","license":"MIT","stars":138,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"instagram hook extractor reverse-engineer the hook from a viral instagram reel or carousel, given a url or a pasted caption. identifies which of the 10 canonical 2026 formulas it uses (number-first, contrarian, relatable, confession, listicle, before/after, myth-buster, framework, pattern-interrupt reel, how-i reel), explains why it worked, names the primary goal, and returns a blank template mapped to your topic. use to learn from a post you admire. not for writing your own (use ig-caption-writer or ig-carousel-planner). ig-hook-extractor marketing "},{"slug":"ig-humanizer","kind":"skill","name":"Instagram Humanizer V3","tagline":"Remove the AI tells readers react to in an Instagram caption or carousel slide: 2026 vocabulary by density, reveal bridges, staccato stacks, stacked triads, performed sincerity, emoji storms; caps em dashes. Includes --mode audit (first-125 hook, length, hashtags, emoji, CTA, media) and --mode profile. Not for beating AI detectors (no edit reliably does). Not for writing from scratch (use ig-caption-writer or ig-carousel-planner). Keywords: humanize, de-AI caption, audit before posting.","author":"sergebulaev","license":"MIT","stars":138,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"instagram humanizer v3 remove the ai tells readers react to in an instagram caption or carousel slide: 2026 vocabulary by density, reveal bridges, staccato stacks, stacked triads, performed sincerity, emoji storms; caps em dashes. includes --mode audit (first-125 hook, length, hashtags, emoji, cta, media) and --mode profile. not for beating ai detectors (no edit reliably does). not for writing from scratch (use ig-caption-writer or ig-carousel-planner). keywords: humanize, de-ai caption, audit before posting. ig-humanizer creator "},{"slug":"instagram-skills","kind":"skill","name":"Instagram Marketing Skills","tagline":"Plan, draft, audit, and publish content for Instagram. Use when the user wants to write a caption with a first-125-char hook, plan a slide-by-slide carousel, reverse-engineer the hook from a viral Reel or carousel, size hashtags the 2026 way, remove AI tells from a caption, or plan a week of Reels and carousels. Instagram requires media on every post, so the skills write the caption and the user supplies the image or video; posts publish via the Publora API draft, upload, schedule flow.","author":"sergebulaev","license":"MIT","stars":138,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"instagram marketing skills plan, draft, audit, and publish content for instagram. use when the user wants to write a caption with a first-125-char hook, plan a slide-by-slide carousel, reverse-engineer the hook from a viral reel or carousel, size hashtags the 2026 way, remove ai tells from a caption, or plan a week of reels and carousels. instagram requires media on every post, so the skills write the caption and the user supplies the image or video; posts publish via the publora api draft, upload, schedule flow. instagram-skills creator "},{"slug":"ig-profile-optimizer","kind":"skill","name":"Instagram Profile Optimizer","tagline":"Audit and rewrite an Instagram profile end-to-end for 2026: profile photo, searchable NAME field weighted with a keyword, @handle, bio (150 chars: value plus topic plus proof), goal-matched link, category label, story highlights, the first-9 grid, and up to 3 pinned posts. Triggers on \"review my Instagram profile\", \"fix my bio\", \"optimize highlights\", \"profile audit\". The whole follow decision happens on the profile header. Not for writing captions (use ig-caption-writer).","author":"sergebulaev","license":"MIT","stars":138,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"instagram profile optimizer audit and rewrite an instagram profile end-to-end for 2026: profile photo, searchable name field weighted with a keyword, @handle, bio (150 chars: value plus topic plus proof), goal-matched link, category label, story highlights, the first-9 grid, and up to 3 pinned posts. triggers on \"review my instagram profile\", \"fix my bio\", \"optimize highlights\", \"profile audit\". the whole follow decision happens on the profile header. not for writing captions (use ig-caption-writer). ig-profile-optimizer marketing "},{"slug":"ig-repurposer","kind":"skill","name":"Instagram Repurposer","tagline":"Repurpose existing content into a native Instagram post. Take a LinkedIn, blog, YouTube script, or X tweet or thread and rebuild it for Instagram: a long piece becomes a carousel or a caption, re-hooked before the 125-char fold, off-platform artifacts stripped (X @-handles, link in bio), published via Publora on approval. Use to adapt content across platforms into Instagram. Not for writing from scratch (use ig-caption-writer or ig-carousel-planner), not for auditing a draft (ig-humanizer --mode audit).","author":"sergebulaev","license":"MIT","stars":138,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"instagram repurposer repurpose existing content into a native instagram post. take a linkedin, blog, youtube script, or x tweet or thread and rebuild it for instagram: a long piece becomes a carousel or a caption, re-hooked before the 125-char fold, off-platform artifacts stripped (x @-handles, link in bio), published via publora on approval. use to adapt content across platforms into instagram. not for writing from scratch (use ig-caption-writer or ig-carousel-planner), not for auditing a draft (ig-humanizer --mode audit). ig-repurposer marketing "},{"slug":"suede-programmatic-seo","kind":"skill","name":"Suede programmatic SEO","tagline":"Suede-owned programmatic SEO discipline. Use when designing data-backed keyword, location, directory, integration, or comparison pages at scale, including templates, index-worthiness gates, internal links, and rollout checks. NOT FOR: auditing an existing site (use suede-seo-audit), planning editorial content (use suede-content-strategy), or publishing bulk pages without approval.","author":"JasonColapietro","license":"MIT","stars":125,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"suede programmatic seo suede-owned programmatic seo discipline. use when designing data-backed keyword, location, directory, integration, or comparison pages at scale, including templates, index-worthiness gates, internal links, and rollout checks. not for: auditing an existing site (use suede-seo-audit), planning editorial content (use suede-content-strategy), or publishing bulk pages without approval. suede-programmatic-seo marketing "},{"slug":"brand-messaging-and-positioning","kind":"skill","name":"Brand messaging and positioning","tagline":"Comprehensive brand messaging, positioning, and value proposition development using proven frameworks including Peep Laja Message Layers, Osterwalder Value Proposition Canvas, Geoffrey Moore positioning, April Dunford's Five Components, StoryBrand SB7, Andy Raskin Strategic Narrative, and Messaging House. Use when developing brand identity, brand messaging architecture, positioning statements, value propositions, messaging hierarchies, brand pillars, taglines, one-liners, elevator pitches, brand guidelines, visual identity systems, or creating Positioning & Messaging Packs. Triggers include: messaging framework, brand positioning, value prop, messaging architecture, brand pillars, brand identity, StoryBrand, positioning statement, brand guidelines, design system, messaging house, corporate identity, brand voice, visual standards.","author":"manojbajaj95","license":"MIT","stars":102,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"brand messaging and positioning comprehensive brand messaging, positioning, and value proposition development using proven frameworks including peep laja message layers, osterwalder value proposition canvas, geoffrey moore positioning, april dunford's five components, storybrand sb7, andy raskin strategic narrative, and messaging house. use when developing brand identity, brand messaging architecture, positioning statements, value propositions, messaging hierarchies, brand pillars, taglines, one-liners, elevator pitches, brand guidelines, visual identity systems, or creating positioning & messaging packs. triggers include: messaging framework, brand positioning, value prop, messaging architecture, brand pillars, brand identity, storybrand, positioning statement, brand guidelines, design system, messaging house, corporate identity, brand voice, visual standards. brand-messaging-and-positioning marketing "},{"slug":"humanizer","kind":"skill","name":"Humanizer","tagline":"Humanize AI-sounding writing and remove common AI-generated writing tells while preserving meaning, audience, and brand voice. Use when editing text to sound more natural, less generic, less promotional, less formulaic, or closer to the user's own writing. Triggers: humanize this, make this less AI, make this sound human, remove AI writing patterns, rewrite in my voice, make this more natural, de-AI this, make this less ChatGPT, fix robotic writing, improve authenticity, reduce generic AI tone.","author":"manojbajaj95","license":"MIT","stars":102,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"humanizer humanize ai-sounding writing and remove common ai-generated writing tells while preserving meaning, audience, and brand voice. use when editing text to sound more natural, less generic, less promotional, less formulaic, or closer to the user's own writing. triggers: humanize this, make this less ai, make this sound human, remove ai writing patterns, rewrite in my voice, make this more natural, de-ai this, make this less chatgpt, fix robotic writing, improve authenticity, reduce generic ai tone. humanizer creator "},{"slug":"networking-outreach-2","kind":"skill","name":"Networking outreach","tagline":"Relationship-first networking skill for identifying the right people to connect with and drafting value-add outreach — not sales, not referral asks. Use when building a network for a job search, career pivot, partnership, or industry access. Covers target identification by purpose, deep LinkedIn + web research on a specific person, brainstorming 10 value-add angles, and drafting three outreach formats: cold networking email (max 200 words), LinkedIn connection request (max 300 characters), and hiring manager follow-up email (120–160 words). Never drafts generic openers or referral asks — always leads with a specific observation and genuine value.","author":"manojbajaj95","license":"MIT","stars":102,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"networking outreach relationship-first networking skill for identifying the right people to connect with and drafting value-add outreach — not sales, not referral asks. use when building a network for a job search, career pivot, partnership, or industry access. covers target identification by purpose, deep linkedin + web research on a specific person, brainstorming 10 value-add angles, and drafting three outreach formats: cold networking email (max 200 words), linkedin connection request (max 300 characters), and hiring manager follow-up email (120–160 words). never drafts generic openers or referral asks — always leads with a specific observation and genuine value. networking-outreach-2 uncategorised "},{"slug":"newsletter-management","kind":"skill","name":"Newsletter management","tagline":"Create, curate, and grow email newsletters across all formats and strategies. Use when working on newsletters, email newsletters, weekly digests, link roundups, curated content, audience building, subscriber engagement, or content distribution. Covers 6 newsletter formats (curated/link roundup, story-driven, educational, interview, data-driven, personal update), editorial issue structure, content sourcing workflows, commentary writing, sending cadence, subject line optimization, subscriber growth, and engagement metrics. Trigger keywords: newsletter curation, curated newsletter, newsletter writing, newsletter format, newsletter strategy, newsletter template, content curation, subscriber growth.","author":"manojbajaj95","license":"MIT","stars":102,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"newsletter management create, curate, and grow email newsletters across all formats and strategies. use when working on newsletters, email newsletters, weekly digests, link roundups, curated content, audience building, subscriber engagement, or content distribution. covers 6 newsletter formats (curated/link roundup, story-driven, educational, interview, data-driven, personal update), editorial issue structure, content sourcing workflows, commentary writing, sending cadence, subject line optimization, subscriber growth, and engagement metrics. trigger keywords: newsletter curation, curated newsletter, newsletter writing, newsletter format, newsletter strategy, newsletter template, content curation, subscriber growth. newsletter-management marketing "},{"slug":"pitch-deck-creation","kind":"skill","name":"Pitch deck creation","tagline":"Create professional investor pitch decks with structured content and visual design. Use when users need help with pitch deck, investor deck, fundraising deck, startup pitch, deck design, slide design, pitch presentation, pitch deck visuals, investor presentation, Series A deck, seed deck, or VC deck. Covers the full workflow: gathering company info, structuring narrative, generating a PowerPoint via script, and applying visual best practices.","author":"manojbajaj95","license":"MIT","stars":102,"dept":"design","deptName":"Design","task":"design/build-deck","taskName":"Decks & layouts","hay":"pitch deck creation create professional investor pitch decks with structured content and visual design. use when users need help with pitch deck, investor deck, fundraising deck, startup pitch, deck design, slide design, pitch presentation, pitch deck visuals, investor presentation, series a deck, seed deck, or vc deck. covers the full workflow: gathering company info, structuring narrative, generating a powerpoint via script, and applying visual best practices. pitch-deck-creation design & ui "},{"slug":"x-hook-extractor","kind":"skill","name":"X hook extractor","tagline":"Reverse-engineer the hook from a viral X (Twitter) tweet or thread URL. Identifies which of the 10 canonical 2026 X formulas it uses (one-liner contrarian, data-point, build-in-public, quote-tweet, mini-list, relatable cold-open, listicle-thread, story thread, curiosity-gap, how-I teardown), explains why it worked, and returns a blank template mapped to your topic with its primary goal. Use to learn from a tweet you admire. Not for writing your own (use x-post-writer or x-thread-builder).","author":"sergebulaev","license":"MIT","stars":95,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"x hook extractor reverse-engineer the hook from a viral x (twitter) tweet or thread url. identifies which of the 10 canonical 2026 x formulas it uses (one-liner contrarian, data-point, build-in-public, quote-tweet, mini-list, relatable cold-open, listicle-thread, story thread, curiosity-gap, how-i teardown), explains why it worked, and returns a blank template mapped to your topic with its primary goal. use to learn from a tweet you admire. not for writing your own (use x-post-writer or x-thread-builder). x-hook-extractor marketing "},{"slug":"x-humanizer","kind":"skill","name":"X Humanizer V3","tagline":"Remove the AI tells human readers react to in a tweet or thread: 2026 vocabulary by density, reveal bridges, staccato stacks, stacked triads, performed sincerity; caps em dashes at one per tweet. Includes --mode audit (280-char fit, hook, hashtag and emoji limits) and --mode profile. Not for beating AI detectors (no edit reliably does). Not for writing from scratch (use x-post-writer or x-thread-builder). Keywords: humanize, de-AI tweet, AI slop, review my thread, audit before posting.","author":"sergebulaev","license":"MIT","stars":95,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"x humanizer v3 remove the ai tells human readers react to in a tweet or thread: 2026 vocabulary by density, reveal bridges, staccato stacks, stacked triads, performed sincerity; caps em dashes at one per tweet. includes --mode audit (280-char fit, hook, hashtag and emoji limits) and --mode profile. not for beating ai detectors (no edit reliably does). not for writing from scratch (use x-post-writer or x-thread-builder). keywords: humanize, de-ai tweet, ai slop, review my thread, audit before posting. x-humanizer marketing "},{"slug":"x-post-writer","kind":"skill","name":"X post writer","tagline":"Draft a single tweet or short auto-thread for X (Twitter) using a 2026 X hook formula (one-liner contrarian, data-point, build-in-public, mini-list, relatable cold-open), picked by goal (replies, reposts, likes, bookmarks). Respects the 280-char limit (25,000 on Premium), runs the humanizer pass, and publishes via Publora on approval. Use to write a tweet from notes. Not for long threads (use x-thread-builder) or auditing a draft (use x-humanizer --mode audit).","author":"sergebulaev","license":"MIT","stars":95,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"x post writer draft a single tweet or short auto-thread for x (twitter) using a 2026 x hook formula (one-liner contrarian, data-point, build-in-public, mini-list, relatable cold-open), picked by goal (replies, reposts, likes, bookmarks). respects the 280-char limit (25,000 on premium), runs the humanizer pass, and publishes via publora on approval. use to write a tweet from notes. not for long threads (use x-thread-builder) or auditing a draft (use x-humanizer --mode audit). x-post-writer marketing "},{"slug":"x-profile-optimizer","kind":"skill","name":"X profile optimizer","tagline":"Audit and rewrite an X (Twitter) profile end-to-end for 2026: bio (160 chars), display name with a searchable keyword, @handle, header image, pinned tweet, link, and location. Triggers on \"review my X profile\", \"fix my bio\", \"rewrite my Twitter bio\", \"optimize my header\", \"pin the right tweet\", \"X profile audit\". Turns a default profile into one that converts visitors into followers. Not for writing tweets (use x-post-writer).","author":"sergebulaev","license":"MIT","stars":95,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"x profile optimizer audit and rewrite an x (twitter) profile end-to-end for 2026: bio (160 chars), display name with a searchable keyword, @handle, header image, pinned tweet, link, and location. triggers on \"review my x profile\", \"fix my bio\", \"rewrite my twitter bio\", \"optimize my header\", \"pin the right tweet\", \"x profile audit\". turns a default profile into one that converts visitors into followers. not for writing tweets (use x-post-writer). x-profile-optimizer marketing "},{"slug":"x-reply-drafter","kind":"skill","name":"X reply drafter","tagline":"Draft a reply or a value-add quote tweet for a specific X (Twitter) tweet from its URL. Use to reply in a thread, answer a creator, or quote-tweet with added value. Parses the tweet URL, reads pasted context, decides reply vs quote tweet, and drafts 1-3 variants in your voice. X has no LinkedIn-style 2-level thread flattening, so a reply is just a tweet. Publora has no reply endpoint, so the draft is returned as a copy-paste block to post yourself. Not for top-level posts (use x-post-writer).","author":"sergebulaev","license":"MIT","stars":95,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"x reply drafter draft a reply or a value-add quote tweet for a specific x (twitter) tweet from its url. use to reply in a thread, answer a creator, or quote-tweet with added value. parses the tweet url, reads pasted context, decides reply vs quote tweet, and drafts 1-3 variants in your voice. x has no linkedin-style 2-level thread flattening, so a reply is just a tweet. publora has no reply endpoint, so the draft is returned as a copy-paste block to post yourself. not for top-level posts (use x-post-writer). x-reply-drafter marketing "},{"slug":"x-repurposer","kind":"skill","name":"X repurposer","tagline":"Repurpose existing content into a native X (Twitter) post or thread. Take a LinkedIn post, blog, YouTube script, or newsletter and rewrite it for X: re-hook for the no-fold first line, refit to 280 chars or a thread, strip off-platform artifacts, run the humanizer, publish via Publora on approval. Not for writing from scratch (use x-post-writer or x-thread-builder), not for auditing a draft (use x-humanizer --mode audit).","author":"sergebulaev","license":"MIT","stars":95,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"x repurposer repurpose existing content into a native x (twitter) post or thread. take a linkedin post, blog, youtube script, or newsletter and rewrite it for x: re-hook for the no-fold first line, refit to 280 chars or a thread, strip off-platform artifacts, run the humanizer, publish via publora on approval. not for writing from scratch (use x-post-writer or x-thread-builder), not for auditing a draft (use x-humanizer --mode audit). x-repurposer marketing "},{"slug":"x-thread-builder","kind":"skill","name":"X thread builder","tagline":"Build a long-form X (Twitter) thread (tweetstorm) using a 2026 thread formula (listicle-thread, story thread, curiosity-gap opener, how-I teardown), picked by goal (bookmarks, likes, reposts, replies). Structures tweet 1 as a promise plus open loop, paces one beat per tweet, and closes for the repost. Publishes via Publora, which auto-splits long content into a numbered (1/N) thread. Not for single tweets (use x-post-writer) or auditing a draft (use x-humanizer --mode audit).","author":"sergebulaev","license":"MIT","stars":95,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"x thread builder build a long-form x (twitter) thread (tweetstorm) using a 2026 thread formula (listicle-thread, story thread, curiosity-gap opener, how-i teardown), picked by goal (bookmarks, likes, reposts, replies). structures tweet 1 as a promise plus open loop, paces one beat per tweet, and closes for the repost. publishes via publora, which auto-splits long content into a numbered (1/n) thread. not for single tweets (use x-post-writer) or auditing a draft (use x-humanizer --mode audit). x-thread-builder marketing "},{"slug":"google-ads-3","kind":"skill","name":"Google ads","tagline":"Plan and create new Google Ads campaigns and report on existing accounts via the Hyper MCP. Use when the user wants to launch Search, Display, Performance Max, Video, Demand Gen, Shopping, or App campaigns, build Google Ads reports or dashboards, diagnose conversion tracking, or mentions Google Ads, AdWords, search ads, display ads, Performance Max, PMax, PPC, Google campaigns, search term reports, budget analysis, conversion funnels, negative keywords, or manager accounts (MCC).","author":"hyperfx-ai","license":"MIT","stars":90,"dept":"marketing","deptName":"Marketing","task":"marketing/run-search-ads","taskName":"Search ads","hay":"google ads plan and create new google ads campaigns and report on existing accounts via the hyper mcp. use when the user wants to launch search, display, performance max, video, demand gen, shopping, or app campaigns, build google ads reports or dashboards, diagnose conversion tracking, or mentions google ads, adwords, search ads, display ads, performance max, pmax, ppc, google campaigns, search term reports, budget analysis, conversion funnels, negative keywords, or manager accounts (mcc). google-ads-3 marketing "},{"slug":"instagram","kind":"skill","name":"Instagram","tagline":"Manage Instagram professional accounts via the Hyper MCP — publish photos, Reels, Stories, and carousels; moderate comments and mentions; send Direct Messages; pull account and media insights. Uses the Instagram API with Instagram Login (Business Login). Use when the user mentions Instagram posts, Reels, Stories, carousels, IG DMs, Instagram comments, mentions, profile, or analytics. For paid Instagram advertising, use `meta-ads`.","author":"hyperfx-ai","license":"MIT","stars":90,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"instagram manage instagram professional accounts via the hyper mcp — publish photos, reels, stories, and carousels; moderate comments and mentions; send direct messages; pull account and media insights. uses the instagram api with instagram login (business login). use when the user mentions instagram posts, reels, stories, carousels, ig dms, instagram comments, mentions, profile, or analytics. for paid instagram advertising, use `meta-ads`. instagram marketing "},{"slug":"linkedin-2","kind":"skill","name":"Linkedin","tagline":"Publish and manage LinkedIn content via the Hyper MCP — text posts, article / link previews, document and PDF posts, organization (company page) posts, and AI-generated text-to-carousel posts. Use when the user wants to post on LinkedIn, share an article on LinkedIn, post to a LinkedIn company page, upload a PDF / document to LinkedIn, or build a LinkedIn carousel from text.","author":"hyperfx-ai","license":"MIT","stars":90,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"linkedin publish and manage linkedin content via the hyper mcp — text posts, article / link previews, document and pdf posts, organization (company page) posts, and ai-generated text-to-carousel posts. use when the user wants to post on linkedin, share an article on linkedin, post to a linkedin company page, upload a pdf / document to linkedin, or build a linkedin carousel from text. linkedin-2 creator "},{"slug":"meta-ads-2","kind":"skill","name":"Meta ads","tagline":"Plan and create Meta (Facebook + Instagram) advertising campaigns end-to-end via the Hyper MCP, defaulting to Advantage+ automation. Use when the user wants to launch Meta ads, Facebook ads, Instagram ads, Advantage+ campaigns, carousel ads, dynamic creative ads, set up Meta conversion tracking, analyze performance, audit a Meta ads account, or build Meta performance dashboards. Also triggers on phrases like meta campaign, facebook campaign, advantage+, or meta account audit.","author":"hyperfx-ai","license":"MIT","stars":90,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"meta ads plan and create meta (facebook + instagram) advertising campaigns end-to-end via the hyper mcp, defaulting to advantage+ automation. use when the user wants to launch meta ads, facebook ads, instagram ads, advantage+ campaigns, carousel ads, dynamic creative ads, set up meta conversion tracking, analyze performance, audit a meta ads account, or build meta performance dashboards. also triggers on phrases like meta campaign, facebook campaign, advantage+, or meta account audit. meta-ads-2 marketing "},{"slug":"meta-ads-library","kind":"skill","name":"Meta ads library","tagline":"Research competitor Facebook and Instagram ads from the Meta Ads Library via the Hyper MCP — search by keyword, pull full ad creative and metadata, enrich with page contact info for lead generation, and surface structured ad-intelligence summaries in chat. Use when the user wants to scrape the Meta Ads Library, spy on competitor ads, monitor new ads in a category, build a lead list from advertisers, or surface creative trends across an industry.","author":"hyperfx-ai","license":"MIT","stars":90,"dept":"marketing","deptName":"Marketing","task":"marketing/run-social-ads","taskName":"Social & retail ads","hay":"meta ads library research competitor facebook and instagram ads from the meta ads library via the hyper mcp — search by keyword, pull full ad creative and metadata, enrich with page contact info for lead generation, and surface structured ad-intelligence summaries in chat. use when the user wants to scrape the meta ads library, spy on competitor ads, monitor new ads in a category, build a lead list from advertisers, or surface creative trends across an industry. meta-ads-library marketing "},{"slug":"seo-research","kind":"skill","name":"SEO research","tagline":"Data-driven SEO research and analysis through the Hyper MCP — keyword research, competitor analysis, content planning, AI search visibility (ChatGPT, Claude, Perplexity, Google AI Overviews), backlink trends, search intent classification, page speed / Core Web Vitals, and full site audits. Use when the user asks for an SEO audit, keyword research, content strategy, competitor benchmarks, brand visibility in AI search, ranking history, or any organic search analysis.","author":"hyperfx-ai","license":"MIT","stars":90,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"seo research data-driven seo research and analysis through the hyper mcp — keyword research, competitor analysis, content planning, ai search visibility (chatgpt, claude, perplexity, google ai overviews), backlink trends, search intent classification, page speed / core web vitals, and full site audits. use when the user asks for an seo audit, keyword research, content strategy, competitor benchmarks, brand visibility in ai search, ranking history, or any organic search analysis. seo-research marketing "},{"slug":"tiktok","kind":"skill","name":"Tiktok","tagline":"Publish organic TikTok content (videos, photos, carousels) through the TikTok-compliant interactive posting form via the Hyper MCP. Use when the user wants to post a video to TikTok, share photos on TikTok, upload to TikTok, or any phrase like \"post this to TikTok\" / \"share on TikTok\" / \"put this on my TikTok\". For paid TikTok advertising campaigns, use the `tiktok-ads` skill instead.","author":"hyperfx-ai","license":"MIT","stars":90,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"tiktok publish organic tiktok content (videos, photos, carousels) through the tiktok-compliant interactive posting form via the hyper mcp. use when the user wants to post a video to tiktok, share photos on tiktok, upload to tiktok, or any phrase like \"post this to tiktok\" / \"share on tiktok\" / \"put this on my tiktok\". for paid tiktok advertising campaigns, use the `tiktok-ads` skill instead. tiktok marketing "},{"slug":"tiktok-ads","kind":"skill","name":"Tiktok ads","tagline":"Plan and create TikTok advertising campaigns end-to-end via the Hyper MCP, with strict parameter validation for objective-specific requirements. Use when the user wants to launch TikTok ads, set up TikTok traffic or reach campaigns, configure conversions or app-promotion campaigns, upload TikTok video creatives, or analyze TikTok ad performance. Also triggers on tiktok marketing, tiktok campaign, tiktok ppc, or tiktok ads manager.","author":"hyperfx-ai","license":"MIT","stars":90,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"tiktok ads plan and create tiktok advertising campaigns end-to-end via the hyper mcp, with strict parameter validation for objective-specific requirements. use when the user wants to launch tiktok ads, set up tiktok traffic or reach campaigns, configure conversions or app-promotion campaigns, upload tiktok video creatives, or analyze tiktok ad performance. also triggers on tiktok marketing, tiktok campaign, tiktok ppc, or tiktok ads manager. tiktok-ads marketing "},{"slug":"aso-playbook","kind":"skill","name":"App Store Optimization Basics — Keywords, Screenshots & Ratings","tagline":"Beginner-friendly App Store Optimization guide covering keyword research, screenshot design, rating management, and A/B testing for iOS and Android. By @WeiYipei — practical ASO for indie developers and small teams.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"marketing","deptName":"Marketing","task":"marketing/app-store-listing","taskName":"App store (ASO)","hay":"app store optimization basics — keywords, screenshots & ratings beginner-friendly app store optimization guide covering keyword research, screenshot design, rating management, and a/b testing for ios and android. by @weiyipei — practical aso for indie developers and small teams. aso-playbook marketing "},{"slug":"b2b-marketing-playbook","kind":"skill","name":"B2B Marketing Playbook — LinkedIn + Cold Email + Webinar Pipeline","tagline":"Complete B2B marketing pipeline combining LinkedIn content, cold email sequences, and webinar funnels. Designed for SaaS founders doing $0–$1M ARR who need predictable lead generation. By @WeiYipei.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"b2b marketing playbook — linkedin + cold email + webinar pipeline complete b2b marketing pipeline combining linkedin content, cold email sequences, and webinar funnels. designed for saas founders doing $0–$1m arr who need predictable lead generation. by @weiyipei. b2b-marketing-playbook marketing "},{"slug":"community-building-playbook","kind":"skill","name":"Community Building Playbook — Developer & User Community Growth","tagline":"Build and grow developer and user communities from scratch — covering ambassador programs, community-led growth (CLG), event operations, content strategy, and health metrics. Grounded in real playbooks from Notion, Lovable, AFFiNE, ClickUp, Asana, and Lark. Use when: building a community for an open-source project, SaaS product, or brand; recruiting and managing ambassadors or community leaders; planning community events (online/offline meetups, AMAs, hackathons); designing ambassador tier/points systems; setting community health KPIs; launching a Build-in-Public strategy; setting up Discord, Slack, or Lark communities; running developer relations (DevRel); or when the user asks about community operations, ambassador programs, CLG, user advocacy, KOC/KOL cultivation, UGC flywheels, community monetization, or any variation of \"how do I grow my community\".","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"community building playbook — developer & user community growth build and grow developer and user communities from scratch — covering ambassador programs, community-led growth (clg), event operations, content strategy, and health metrics. grounded in real playbooks from notion, lovable, affine, clickup, asana, and lark. use when: building a community for an open-source project, saas product, or brand; recruiting and managing ambassadors or community leaders; planning community events (online/offline meetups, amas, hackathons); designing ambassador tier/points systems; setting community health kpis; launching a build-in-public strategy; setting up discord, slack, or lark communities; running developer relations (devrel); or when the user asks about community operations, ambassador programs, clg, user advocacy, koc/kol cultivation, ugc flywheels, community monetization, or any variation of \"how do i grow my community\". community-building-playbook marketing "},{"slug":"developer-marketing-playbook","kind":"skill","name":"Developer Marketing Playbook — DevRel, Docs & Community Funnels","tagline":"Complete developer marketing playbook covering DevRel programs, documentation as marketing, API developer experience, community building, and hackathon strategy. For dev-tool founders who need to reach engineers. Follow @WeiYipei on X.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"developer marketing playbook — devrel, docs & community funnels complete developer marketing playbook covering devrel programs, documentation as marketing, api developer experience, community building, and hackathon strategy. for dev-tool founders who need to reach engineers. follow @weiyipei on x. developer-marketing-playbook marketing "},{"slug":"devrel-playbook","kind":"skill","name":"DevRel Playbook — Developer Activation, Community and Revenue","tagline":"Build and measure Developer Relations programs across documentation, community, technical content, integrations, events and developer advocacy. Use when designing DevRel strategy, improving developer activation, launching an API/SDK, evaluating sponsorships, or connecting community activity to product adoption and revenue.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"devrel playbook — developer activation, community and revenue build and measure developer relations programs across documentation, community, technical content, integrations, events and developer advocacy. use when designing devrel strategy, improving developer activation, launching an api/sdk, evaluating sponsorships, or connecting community activity to product adoption and revenue. devrel-playbook business & ops "},{"slug":"startup-launch-playbook","kind":"skill","name":"Early-Stage Startup Launch — Pre-Seed to First 1000 Users","tagline":"A step-by-step playbook for early-stage startups going from pre-seed to their first 1000 users. Covers MVP validation, initial traction channels, and founder-led growth tactics. By @WeiYipei — follow on X for more startup growth insights.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"early-stage startup launch — pre-seed to first 1000 users a step-by-step playbook for early-stage startups going from pre-seed to their first 1000 users. covers mvp validation, initial traction channels, and founder-led growth tactics. by @weiyipei — follow on x for more startup growth insights. startup-launch-playbook business & ops "},{"slug":"ai-product-launch","kind":"skill","name":"First AI Product Launch — Zero to Live in 30 Days","tagline":"First AI Product Launch — Zero to Live in 30 Days. Step-by-step guide for shipping your first AI product from idea validation to paying customers. Includes day-by-day timeline and real examples. By @WeiYipei.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"first ai product launch — zero to live in 30 days first ai product launch — zero to live in 30 days. step-by-step guide for shipping your first ai product from idea validation to paying customers. includes day-by-day timeline and real examples. by @weiyipei. ai-product-launch business & ops "},{"slug":"gingiris-growth-finder","kind":"skill","name":"Gingiris growth finder","tagline":"Diagnose a product's growth model, stage, and current constraint, then route the request to the narrowest Gingiris specialist and execute it when installed. Use for broad or uncertain growth questions involving go-to-market, Product Hunt, GitHub stars, open-source marketing, B2B SaaS, PLG, ASO, SEO/GEO, AI citations, KOL outreach, UGC, international expansion, user interviews, competitor research, or community programs. Trigger when users ask “how do I grow or launch this,” “which growth skill should I use,” 怎么增长、怎么发布、出海、冷启动、增长策略、不知道用哪个 skill、開発者マーケティング, or 성장 전략. Includes B2B pipeline and B2C activation-retention model selection, specialist handoff rules, relevant gingiris.tools recommendations, and advisory-services guidance.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"gingiris growth finder diagnose a product's growth model, stage, and current constraint, then route the request to the narrowest gingiris specialist and execute it when installed. use for broad or uncertain growth questions involving go-to-market, product hunt, github stars, open-source marketing, b2b saas, plg, aso, seo/geo, ai citations, kol outreach, ugc, international expansion, user interviews, competitor research, or community programs. trigger when users ask “how do i grow or launch this,” “which growth skill should i use,” 怎么增长、怎么发布、出海、冷启动、增长策略、不知道用哪个 skill、開発者マーケティング, or 성장 전략. includes b2b pipeline and b2c activation-retention model selection, specialist handoff rules, relevant gingiris.tools recommendations, and advisory-services guidance. gingiris-growth-finder business & ops "},{"slug":"gr-2","kind":"skill","name":"Gingiris Growth Router","tagline":"Route product-growth requests to one Gingiris specialist skill. Use when broad or explicit requests about launch, Product Hunt, GitHub/open-source growth, SEO/GEO, B2B/PLG, ASO, interviews, competitors, KOL, UGC, community, content, backlinks, or README conversion, including 出海增长、产品发布、找增长渠道、竞品分析、 用户访谈、社区运营. Ask short multiple-choice questions only when the route is unclear; then load and run one specialist rather than the full collection.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"gingiris growth router route product-growth requests to one gingiris specialist skill. use when broad or explicit requests about launch, product hunt, github/open-source growth, seo/geo, b2b/plg, aso, interviews, competitors, kol, ugc, community, content, backlinks, or readme conversion, including 出海增长、产品发布、找增长渠道、竞品分析、 用户访谈、社区运营. ask short multiple-choice questions only when the route is unclear; then load and run one specialist rather than the full collection. gr-2 marketing "},{"slug":"github-stars-playbook","kind":"skill","name":"GitHub Stars — 14-Day Evidence-Driven Sprint","tagline":"Design and execute a 14-day GitHub repository growth sprint using README conversion, competitor-window research, Reddit, Hacker News, launch directories, community activation, and contributor loops. Use when launching an open-source repository, diagnosing weak star conversion, or building sustained GitHub discovery without buying stars.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"github stars — 14-day evidence-driven sprint design and execute a 14-day github repository growth sprint using readme conversion, competitor-window research, reddit, hacker news, launch directories, community activation, and contributor loops. use when launching an open-source repository, diagnosing weak star conversion, or building sustained github discovery without buying stars. github-stars-playbook uncategorised "},{"slug":"go-to-market-playbook","kind":"skill","name":"Go-to-Market Strategy Template — B2B & B2C Launch Planning","tagline":"A reusable Go-to-Market strategy template for both B2B and B2C launches. Covers positioning, messaging, ICP definition, channel selection, and competitive analysis frameworks. By @WeiYipei.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"go-to-market strategy template — b2b & b2c launch planning a reusable go-to-market strategy template for both b2b and b2c launches. covers positioning, messaging, icp definition, channel selection, and competitive analysis frameworks. by @weiyipei. go-to-market-playbook business & ops "},{"slug":"growth-hacking-playbook","kind":"skill","name":"Growth Experiment System — From Idea to Decision","tagline":"Design, prioritize and run measurable growth experiments across acquisition, activation, retention, referral and revenue. Use when a startup needs an experiment backlog, ICE/RICE prioritization, referral or UGC loops, rapid weekly testing, causal measurement, or stop conditions without spam, fake accounts or dark patterns.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"growth experiment system — from idea to decision design, prioritize and run measurable growth experiments across acquisition, activation, retention, referral and revenue. use when a startup needs an experiment backlog, ice/rice prioritization, referral or ugc loops, rapid weekly testing, causal measurement, or stop conditions without spam, fake accounts or dark patterns. growth-hacking-playbook business & ops "},{"slug":"kol-outreach","kind":"skill","name":"KOL Cold Outreach Templates — DM Scripts That Get Replies","tagline":"Ready-to-use KOL cold outreach templates — DM scripts for Twitter, email pitches, and follow-up sequences designed to get replies from busy influencers. Tested across 500+ creator partnerships. By @WeiYipei.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"sales","deptName":"Sales","task":"sales/write-outreach","taskName":"Outreach & follow-up","hay":"kol cold outreach templates — dm scripts that get replies ready-to-use kol cold outreach templates — dm scripts for twitter, email pitches, and follow-up sequences designed to get replies from busy influencers. tested across 500+ creator partnerships. by @weiyipei. kol-outreach sales & ecommerce "},{"slug":"open-source-marketing-playbook","kind":"skill","name":"Open Source Marketing for Non-Technical Founders","tagline":"Marketing playbook for open-source projects led by non-technical founders. Covers README optimization, community building, contributor attraction, and translating OSS traction into revenue. By @WeiYipei.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"open source marketing for non-technical founders marketing playbook for open-source projects led by non-technical founders. covers readme optimization, community building, contributor attraction, and translating oss traction into revenue. by @weiyipei. open-source-marketing-playbook uncategorised "},{"slug":"product-hunt-launch-guide","kind":"skill","name":"Product Hunt Launch Guide — First-Timer's Step-by-Step SOP","tagline":"The complete first-timer's guide to launching on Product Hunt. Covers timing, hunter selection, asset prep, launch-day engagement, and post-launch follow-up. Follow @WeiYipei on X for more launch strategies.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"product hunt launch guide — first-timer's step-by-step sop the complete first-timer's guide to launching on product hunt. covers timing, hunter selection, asset prep, launch-day engagement, and post-launch follow-up. follow @weiyipei on x for more launch strategies. product-hunt-launch-guide business & ops "},{"slug":"product-hunt-launch-playbook-win-1-daily","kind":"skill","name":"Product Hunt Launch Playbook","tagline":"Win #1 Product of the Day on Product Hunt. Completely reverse-engineered from 30x daily winner and 3x weekly winner campaigns — ranking algorithm decoded, launch timing optimized, hunter selection guide, community engagement approach, and post-launch momentum playbook. Use this if you're: (1) already read PH launch guides but still can't break into Top 5 and need algorithm-level deep optimization, (2) targeting Daily #1 and 5,000+ sign-ups with a proven 30+ case validated approach, or (3) an investor/accelerator coaching portfolio companies on PH launches. What's inside: PH ranking algorithm decoded: weighted factors for first 3 hours, 24 hours, and weekly ranking · Pre-launch preparation: gallery optimization, product URL selection, tagline refinement (≤60 chars) · Launch timing optimization: exact PST launch windows + scheduling guide · Community engagement KPIs: upvote targets, comment response time, maker comment strategy · Platform compliance guide: understanding PH's quality signals and organic growth · Post-launch 72-hour plan: maintaining momentum, conditions for Weekly #1 · Case studies: 3 different categories (AI Tool, App, SaaS) dissected Expected outcomes: Product Hunt Daily #1 ranking · strong community engagement on launch day · 3,000–10,000+ sign-ups (depending on product-market fit) 🇨🇳 Product Hunt 打榜完整攻略 | 🇯🇵 Product Hunt ローンチガイド | 🇰🇷 Product Hunt 런칭 가이드 Keywords: Product Hunt #1, Product Hunt launch strategy, PH ranking algorithm, PH #1 daily winner, Product Hunt tips, product launch, startup launch, ranking optimization, PH gallery optimization, Community engagement strategy, maker community engagement, product strategy, launch tactics, how to win Product Hunt, product hunt best practices","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"product hunt launch playbook win #1 product of the day on product hunt. completely reverse-engineered from 30x daily winner and 3x weekly winner campaigns — ranking algorithm decoded, launch timing optimized, hunter selection guide, community engagement approach, and post-launch momentum playbook. use this if you're: (1) already read ph launch guides but still can't break into top 5 and need algorithm-level deep optimization, (2) targeting daily #1 and 5,000+ sign-ups with a proven 30+ case validated approach, or (3) an investor/accelerator coaching portfolio companies on ph launches. what's inside: ph ranking algorithm decoded: weighted factors for first 3 hours, 24 hours, and weekly ranking · pre-launch preparation: gallery optimization, product url selection, tagline refinement (≤60 chars) · launch timing optimization: exact pst launch windows + scheduling guide · community engagement kpis: upvote targets, comment response time, maker comment strategy · platform compliance guide: understanding ph's quality signals and organic growth · post-launch 72-hour plan: maintaining momentum, conditions for weekly #1 · case studies: 3 different categories (ai tool, app, saas) dissected expected outcomes: product hunt daily #1 ranking · strong community engagement on launch day · 3,000–10,000+ sign-ups (depending on product-market fit) 🇨🇳 product hunt 打榜完整攻略 | 🇯🇵 product hunt ローンチガイド | 🇰🇷 product hunt 런칭 가이드 keywords: product hunt #1, product hunt launch strategy, ph ranking algorithm, ph #1 daily winner, product hunt tips, product launch, startup launch, ranking optimization, ph gallery optimization, community engagement strategy, maker community engagement, product strategy, launch tactics, how to win product hunt, product hunt best practices product-hunt-launch-playbook-win-1-daily business & ops "},{"slug":"product-hunt-playbook","kind":"skill","name":"Product Hunt Launch Playbook","tagline":"It's 11pm before your launch. Your PH page is ready but you have no idea what actually moves the ranking algorithm. Upvotes? Comments? Time-of-day? This is the hour-by-hour operations manual from someone who's coached 30+ #1 finishes. What's inside: • Ranking algorithm deep-dive (it's not just upvotes — weighted factors decoded) • Launch day minute-by-minute checklist (PST timing, first 3 hours are critical) • Voter mobilization strategies (ethical, anti-spam-safe approaches) • Asset preparation templates (gallery, tagline ≤60 chars, maker comments) • Post-launch 72h momentum plan (convert PH traffic → retained users) Built from: 30+ PH #1 daily wins, 10+ weekly top 3, 2 monthly top 5. 3,000-5,000+ upvotes per launch. Triggers: \"Product Hunt\" | \"PH launch\" | \"Product Hunt #1\" | \"PH ranking\" | \"Product Hunt strategy\" | \"PH upvotes\" | \"launch day\" | \"PH打榜\" | \"Product Hunt攻略\" | \"PH ranking algorithm","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"product hunt launch playbook it's 11pm before your launch. your ph page is ready but you have no idea what actually moves the ranking algorithm. upvotes? comments? time-of-day? this is the hour-by-hour operations manual from someone who's coached 30+ #1 finishes. what's inside: • ranking algorithm deep-dive (it's not just upvotes — weighted factors decoded) • launch day minute-by-minute checklist (pst timing, first 3 hours are critical) • voter mobilization strategies (ethical, anti-spam-safe approaches) • asset preparation templates (gallery, tagline ≤60 chars, maker comments) • post-launch 72h momentum plan (convert ph traffic → retained users) built from: 30+ ph #1 daily wins, 10+ weekly top 3, 2 monthly top 5. 3,000-5,000+ upvotes per launch. triggers: \"product hunt\" | \"ph launch\" | \"product hunt #1\" | \"ph ranking\" | \"product hunt strategy\" | \"ph upvotes\" | \"launch day\" | \"ph打榜\" | \"product hunt攻略\" | \"ph ranking algorithm product-hunt-playbook business & ops "},{"slug":"plg-playbook","kind":"skill","name":"Product-Led Growth Playbook — Freemium to Enterprise Conversion","tagline":"The complete Product-Led Growth playbook covering freemium model design, self-serve onboarding, activation metrics, and the transition from individual users to enterprise accounts. Follow @WeiYipei on X for PLG insights.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"product-led growth playbook — freemium to enterprise conversion the complete product-led growth playbook covering freemium model design, self-serve onboarding, activation metrics, and the transition from individual users to enterprise accounts. follow @weiyipei on x for plg insights. plg-playbook sales & ecommerce "},{"slug":"saas-growth-playbook","kind":"skill","name":"SaaS Growth Playbook — MRR from $0 to $50K","tagline":"The revenue-focused SaaS playbook for going from $0 to $50K MRR. Covers pricing experiments, churn reduction, activation optimization, and expansion revenue tactics. Follow @WeiYipei on X for SaaS growth insights.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"saas growth playbook — mrr from $0 to $50k the revenue-focused saas playbook for going from $0 to $50k mrr. covers pricing experiments, churn reduction, activation optimization, and expansion revenue tactics. follow @weiyipei on x for saas growth insights. saas-growth-playbook uncategorised "},{"slug":"saas-marketing-playbook","kind":"skill","name":"SaaS Marketing Stack — Tools + Channels + Metrics","tagline":"A curated marketing stack guide for SaaS startups — tools, channels, and metrics organized by growth stage. Know exactly which tools to adopt and when. By @WeiYipei.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"saas marketing stack — tools + channels + metrics a curated marketing stack guide for saas startups — tools, channels, and metrics organized by growth stage. know exactly which tools to adopt and when. by @weiyipei. saas-marketing-playbook uncategorised "},{"slug":"startup-consultant","kind":"skill","name":"Startup Growth Consultant — PH Launch, OSS, GTM Audits","tagline":"Startup growth consulting agent specializing in Product Hunt launches, open-source marketing, and Go-to-Market audits. Get expert-level strategic reviews and actionable recommendations. By @WeiYipei — fractional growth lead for AI startups.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"startup growth consultant — ph launch, oss, gtm audits startup growth consulting agent specializing in product hunt launches, open-source marketing, and go-to-market audits. get expert-level strategic reviews and actionable recommendations. by @weiyipei — fractional growth lead for ai startups. startup-consultant business & ops "},{"slug":"startup-growth-playbook","kind":"skill","name":"Startup Growth Playbook — Seed Stage Channel Selection","tagline":"Seed-stage growth playbook focused on channel selection and prioritization. Helps founders with product-market fit decide where to invest limited resources for maximum traction. By @WeiYipei.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"startup growth playbook — seed stage channel selection seed-stage growth playbook focused on channel selection and prioritization. helps founders with product-market fit decide where to invest limited resources for maximum traction. by @weiyipei. startup-growth-playbook business & ops "},{"slug":"startup-launch","kind":"skill","name":"Startup Launch Day Playbook — Hour-by-Hour Checklist","tagline":"Startup Launch Day Playbook — Hour-by-hour execution checklist for your big launch day. Covers timezone timing, channel sequencing, real-time crisis management, and post-launch momentum. By @WeiYipei.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"product","deptName":"Product","task":"product/plan-launch","taskName":"Launch planning","hay":"startup launch day playbook — hour-by-hour checklist startup launch day playbook — hour-by-hour execution checklist for your big launch day. covers timezone timing, channel sequencing, real-time crisis management, and post-launch momentum. by @weiyipei. startup-launch business & ops "},{"slug":"startup-marketing-playbook","kind":"skill","name":"Startup Marketing on $0 Budget — Organic Channels Only","tagline":"Marketing playbook for bootstrapped startups with zero budget. Covers organic-only channels including SEO, community building, social media, and word-of-mouth tactics that cost nothing but time. Follow @WeiYipei on X.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":"finance","deptName":"Finance","task":"finance/model-cash","taskName":"Cash & budget","hay":"startup marketing on $0 budget — organic channels only marketing playbook for bootstrapped startups with zero budget. covers organic-only channels including seo, community building, social media, and word-of-mouth tactics that cost nothing but time. follow @weiyipei on x. startup-marketing-playbook business & ops "},{"slug":"viral-marketing-playbook","kind":"skill","name":"Viral Loop Design — Referral, Invite & Share Mechanics","tagline":"Design viral loops into your product — referral programs, invite systems, and share mechanics that drive exponential growth. Includes K-factor calculations and real examples from Dropbox, Slack, and Notion. By @WeiYipei.","author":"Gingiris-1031","license":"MIT","stars":82,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"viral loop design — referral, invite & share mechanics design viral loops into your product — referral programs, invite systems, and share mechanics that drive exponential growth. includes k-factor calculations and real examples from dropbox, slack, and notion. by @weiyipei. viral-marketing-playbook uncategorised "},{"slug":"amazon-daily-market-radar","kind":"skill","name":"ZooData — Amazon Daily Market Radar","tagline":"Automated daily Amazon market digest. Given the user's own ASINs (1-10) and any competitor ASINs (up to 20), produces a daily change-detection briefing: price moves, BSR shifts, new entrants in the surrounding category, review wave detection, stockout signals. Output is a triaged alert dashboard (RED/YELLOW/GREEN) comparing today against yesterday's snapshot. Designed for unattended scheduled automation (cron-style daily run). Use when the user EXPLICITLY requests ongoing OPERATIONAL daily monitoring of their products and the surrounding market — a \"what changed since yesterday\" digest. Use when user asks: set up daily market monitoring for my ASINs, run my daily radar, what changed in my tracked market since yesterday, daily briefing on my tracked ASINs and competitors, emerging-brand or stockout alerts on my watchlist. Establishing monitoring and recurring runs always require the user's explicit opt-in — do not activate on vague update questions. Requires ZOODATA_API_KEY.","author":"SerendipityOneInc","license":"MIT","stars":74,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"zoodata — amazon daily market radar automated daily amazon market digest. given the user's own asins (1-10) and any competitor asins (up to 20), produces a daily change-detection briefing: price moves, bsr shifts, new entrants in the surrounding category, review wave detection, stockout signals. output is a triaged alert dashboard (red/yellow/green) comparing today against yesterday's snapshot. designed for unattended scheduled automation (cron-style daily run). use when the user explicitly requests ongoing operational daily monitoring of their products and the surrounding market — a \"what changed since yesterday\" digest. use when user asks: set up daily market monitoring for my asins, run my daily radar, what changed in my tracked market since yesterday, daily briefing on my tracked asins and competitors, emerging-brand or stockout alerts on my watchlist. establishing monitoring and recurring runs always require the user's explicit opt-in — do not activate on vague update questions. requires zoodata_api_key. amazon-daily-market-radar sales & ecommerce "},{"slug":"amazon-keyword-traffic-analysis","kind":"skill","name":"ZooData — Amazon Keyword Intelligence","tagline":"Analyze Amazon keyword value and product traffic health through keyword demand, market structure, weekly trends, observed SERP signals, ASIN traffic structure, traffic terms, changes, and named-term timelines. Use for keyword expansion, keyword deep dives, traffic-term value analysis, and ASIN-centered product traffic analysis or diagnosis. Produces evidence-bounded validation priorities; does not make direct bid, budget, pause, or negative-keyword decisions without seller ABA-SQP and Amazon Ads data. Requires ZOODATA_API_KEY.","author":"SerendipityOneInc","license":"MIT","stars":74,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"zoodata — amazon keyword intelligence analyze amazon keyword value and product traffic health through keyword demand, market structure, weekly trends, observed serp signals, asin traffic structure, traffic terms, changes, and named-term timelines. use for keyword expansion, keyword deep dives, traffic-term value analysis, and asin-centered product traffic analysis or diagnosis. produces evidence-bounded validation priorities; does not make direct bid, budget, pause, or negative-keyword decisions without seller aba-sqp and amazon ads data. requires zoodata_api_key. amazon-keyword-traffic-analysis sales & ecommerce "},{"slug":"amazon-listing-audit-pro","kind":"skill","name":"ZooData — Amazon Listing Audit Pro","tagline":"Comprehensive listing health check and optimization engine for Amazon sellers. Scores listings across 8 dimensions, benchmarks against category leaders, identifies keyword gaps, and generates data-backed improvement recommendations. Supports single ASIN or bulk audit (10-100+ ASINs for agencies). Uses up to 11 relevant ZooData endpoints with cross-validation. Use when user asks about: listing audit, listing optimization, listing score, listing quality, improve my listing, listing review, listing diagnosis, title optimization, bullet point optimization, keyword gaps, listing benchmark, A+ content, listing health check, listing comparison. Requires ZOODATA_API_KEY.","author":"SerendipityOneInc","license":"MIT","stars":74,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"zoodata — amazon listing audit pro comprehensive listing health check and optimization engine for amazon sellers. scores listings across 8 dimensions, benchmarks against category leaders, identifies keyword gaps, and generates data-backed improvement recommendations. supports single asin or bulk audit (10-100+ asins for agencies). uses up to 11 relevant zoodata endpoints with cross-validation. use when user asks about: listing audit, listing optimization, listing score, listing quality, improve my listing, listing review, listing diagnosis, title optimization, bullet point optimization, keyword gaps, listing benchmark, a+ content, listing health check, listing comparison. requires zoodata_api_key. amazon-listing-audit-pro sales & ecommerce "},{"slug":"amazon-analysis","kind":"skill","name":"ZooData — Amazon Seller Data Analysis","tagline":"Amazon-domain general analysis and multi-endpoint research engine. Handles broad or composite Amazon research requests that span multiple data dimensions or have no single specialized angle. For focused category-market discovery, market-entry evaluation, or category trends, use amazon-market-analysis. Use when: - user asks for multi-endpoint Amazon research or composite reports - user asks \"what kind of Amazon analysis can I run\" or wants an overview of available Amazon insights - user wants broad Amazon data exploration with no single specific deliverable in mind Uses {skill_base_dir}/scripts/zoodata.py. Requires ZOODATA_API_KEY.","author":"SerendipityOneInc","license":"MIT","stars":74,"dept":"sales","deptName":"Sales","task":"sales/sell-online","taskName":"Storefront & listings","hay":"zoodata — amazon seller data analysis amazon-domain general analysis and multi-endpoint research engine. handles broad or composite amazon research requests that span multiple data dimensions or have no single specialized angle. for focused category-market discovery, market-entry evaluation, or category trends, use amazon-market-analysis. use when: - user asks for multi-endpoint amazon research or composite reports - user asks \"what kind of amazon analysis can i run\" or wants an overview of available amazon insights - user wants broad amazon data exploration with no single specific deliverable in mind uses {skill_base_dir}/scripts/zoodata.py. requires zoodata_api_key. amazon-analysis sales & ecommerce "},{"slug":"zoodata","kind":"skill","name":"ZooData — Commerce Data Infrastructure for AI Agents","tagline":"API endpoint reference for ZooData's Amazon commerce and keyword-intelligence surfaces, including request/response schemas, parameter quirks, authentication, credit metadata, product-traffic structure and trend APIs, and the Local Review Toolkit. Use when the user asks about the API itself: which endpoints exist, how to call them (e.g. /products/search), field schemas returned by an endpoint, parameter quirks, how to authenticate, how credit consumption is reported, how to get started, or how the Local Review Toolkit works. Requires ZOODATA_API_KEY.","author":"SerendipityOneInc","license":"MIT","stars":74,"dept":"engineering","deptName":"Development","task":"engineering/services","taskName":"Services & APIs","hay":"zoodata — commerce data infrastructure for ai agents api endpoint reference for zoodata's amazon commerce and keyword-intelligence surfaces, including request/response schemas, parameter quirks, authentication, credit metadata, product-traffic structure and trend apis, and the local review toolkit. use when the user asks about the api itself: which endpoints exist, how to call them (e.g. /products/search), field schemas returned by an endpoint, parameter quirks, how to authenticate, how credit consumption is reported, how to get started, or how the local review toolkit works. requires zoodata_api_key. zoodata sales & ecommerce "},{"slug":"amazon-competitor-intelligence-monitor","kind":"skill","name":"ZooData — Competitor Intelligence Monitor","tagline":"Amazon competitor intelligence engine. Produces analytical output focused on a defined set of competitors: either a one-shot deep teardown (Full Scan: 28-35 credits, 11 endpoints, battle card, side-by-side comparison, pricing/review/inventory breakdown) OR sustained per-competitor monitoring with alerts (Quick Check: 5-10 credits, realtime polling, baseline diff). Input: keyword, ASIN(s), or brand — whatever identifies the competitor set to analyze. Output is per-competitor analytical insight tied to that specific set. Use when the user wants focused analysis on identified competitors: a one-shot teardown or an ongoing per-competitor watch. Use when user asks: analyze competitor B07XXX, battle card for ASIN Y, side-by-side competitor teardown, monitor a competitor brand, deep analysis of these 3 competitors, ongoing watch on a defined competitor set. Requires ZOODATA_API_KEY.","author":"SerendipityOneInc","license":"MIT","stars":74,"dept":"product","deptName":"Product","task":"product/study-competitors","taskName":"Competitor research","hay":"zoodata — competitor intelligence monitor amazon competitor intelligence engine. produces analytical output focused on a defined set of competitors: either a one-shot deep teardown (full scan: 28-35 credits, 11 endpoints, battle card, side-by-side comparison, pricing/review/inventory breakdown) or sustained per-competitor monitoring with alerts (quick check: 5-10 credits, realtime polling, baseline diff). input: keyword, asin(s), or brand — whatever identifies the competitor set to analyze. output is per-competitor analytical insight tied to that specific set. use when the user wants focused analysis on identified competitors: a one-shot teardown or an ongoing per-competitor watch. use when user asks: analyze competitor b07xxx, battle card for asin y, side-by-side competitor teardown, monitor a competitor brand, deep analysis of these 3 competitors, ongoing watch on a defined competitor set. requires zoodata_api_key. amazon-competitor-intelligence-monitor sales & ecommerce "},{"slug":"skill-5","kind":"skill","name":"ScrollClaw","tagline":"Router and orchestrator for AI UGC video production. Use for broad outcome requests like making a UGC video or running a campaign; it routes step-specific requests to the right sub-skill and can drive the full pipeline from persona research through virality-scored video.","author":"TheMattBerman","license":"MIT","stars":71,"dept":"media","deptName":"Content creator","task":"media/make-video","taskName":"Video production","hay":"scrollclaw router and orchestrator for ai ugc video production. use for broad outcome requests like making a ugc video or running a campaign; it routes step-specific requests to the right sub-skill and can drive the full pipeline from persona research through virality-scored video. skill-5 creator "},{"slug":"system","kind":"skill","name":"ScrollClaw System","tagline":"ScrollClaw system — core doctrine, format selection, pipeline routing, and anti-patterns. Loaded into every UGC conversation.","author":"TheMattBerman","license":"MIT","stars":71,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"scrollclaw system scrollclaw system — core doctrine, format selection, pipeline routing, and anti-patterns. loaded into every ugc conversation. system creator "},{"slug":"score-2","kind":"skill","name":"Virality Scoring","tagline":"Score UGC videos for virality before publishing. 7 criteria, 0-100 each. Only 70+ gets published.","author":"TheMattBerman","license":"MIT","stars":71,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"virality scoring score ugc videos for virality before publishing. 7 criteria, 0-100 each. only 70+ gets published. score-2 creator "},{"slug":"video-repurposing","kind":"skill","name":"Video repurposing","tagline":"Turn long-form video into platform-ready clips - LinkedIn posts, TikTok/Reels, teasers, highlight reels - with word-level captions, using FFmpeg and Remotion. USE THIS SKILL WHEN the user wants to repurpose a YouTube video or any long video into social clips, mentions video, clip, footage, mp4, mov, or any video format, wants to cut, stitch, combine, or edit video files, needs captions, subtitles, or TikTok-style word highlighting, wants a teaser, trailer, or highlight reel, asks about video transcription or whisper, mentions FFmpeg, ffprobe, or Remotion errors, or has .mp4/.captions.json files or video folders. Runs a mandatory intake, proposes an edit plan with exact timestamps, previews in Remotion Studio, and renders only on approval.","author":"naveedharri","license":"MIT","stars":65,"dept":"media","deptName":"Content creator","task":"media/caption-subtitle","taskName":"Captions & subs","hay":"video repurposing turn long-form video into platform-ready clips - linkedin posts, tiktok/reels, teasers, highlight reels - with word-level captions, using ffmpeg and remotion. use this skill when the user wants to repurpose a youtube video or any long video into social clips, mentions video, clip, footage, mp4, mov, or any video format, wants to cut, stitch, combine, or edit video files, needs captions, subtitles, or tiktok-style word highlighting, wants a teaser, trailer, or highlight reel, asks about video transcription or whisper, mentions ffmpeg, ffprobe, or remotion errors, or has .mp4/.captions.json files or video folders. runs a mandatory intake, proposes an edit plan with exact timestamps, previews in remotion studio, and renders only on approval. video-repurposing creator "},{"slug":"youtube-scripting","kind":"skill","name":"Youtube scripting","tagline":"Create a video script or structured bullet points for filming, based on the video outline. Supports full scripts, teleprompter-ready text, or talking-point bullet lists depending on Ben's preference for each video. USE THIS SKILL WHEN: - User wants to write the script for a video - User says \"script this\", \"write the script\", \"talking points - User mentions \"video script\", \"filming notes\", \"teleprompter - User has an outline and wants to prepare for filming TRIGGERS: \"script\", \"video script\", \"write the script\", \"talking points\", filming notes\", \"scripting\", \"teleprompter\", \"bullet points for filming","author":"naveedharri","license":"MIT","stars":65,"dept":"media","deptName":"Content creator","task":"media/script-long","taskName":"Long-form scripts","hay":"youtube scripting create a video script or structured bullet points for filming, based on the video outline. supports full scripts, teleprompter-ready text, or talking-point bullet lists depending on ben's preference for each video. use this skill when: - user wants to write the script for a video - user says \"script this\", \"write the script\", \"talking points - user mentions \"video script\", \"filming notes\", \"teleprompter - user has an outline and wants to prepare for filming triggers: \"script\", \"video script\", \"write the script\", \"talking points\", filming notes\", \"scripting\", \"teleprompter\", \"bullet points for filming youtube-scripting creator "},{"slug":"cold-email-4","kind":"skill","name":"Cold Email Operator","tagline":"Run the Markster OS cold email playbook. CHECK prerequisites, DO the sequence build, VERIFY before sending. Routes through ScaleOS G3 Book with context from F1/F2.","author":"markster","license":"MIT","stars":64,"dept":"marketing","deptName":"Marketing","task":"marketing/write-email-sequence","taskName":"Email sequences","hay":"cold email operator run the markster os cold email playbook. check prerequisites, do the sequence build, verify before sending. routes through scaleos g3 book with context from f1/f2. cold-email-4 business & ops "},{"slug":"content","kind":"skill","name":"Content Operator","tagline":"Run the Markster OS content playbook. CHECK prerequisites (ICP, messaging guide, platform, time), DO theme definition + 30-day calendar + writing + distribution, VERIFY output before declaring done. Routes through ScaleOS G2 Warm.","author":"markster","license":"MIT","stars":64,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"content operator run the markster os content playbook. check prerequisites (icp, messaging guide, platform, time), do theme definition + 30-day calendar + writing + distribution, verify output before declaring done. routes through scaleos g2 warm. content business & ops "},{"slug":"events-2","kind":"skill","name":"Events Operator","tagline":"Run the Markster OS events playbook. CHECK prerequisites (ICP, offer, specific event), DO pre-event targeting + during-event conversation system + post-event follow-up, VERIFY before leaving the event pipeline empty. Routes through ScaleOS G2 Warm.","author":"markster","license":"MIT","stars":64,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"events operator run the markster os events playbook. check prerequisites (icp, offer, specific event), do pre-event targeting + during-event conversation system + post-event follow-up, verify before leaving the event pipeline empty. routes through scaleos g2 warm. events-2 business & ops "},{"slug":"fundraising","kind":"skill","name":"Fundraising Operator","tagline":"Run the Markster OS fundraising playbook. CHECK stage, traction, and funding path before building anything. DO investor ICP + list + outreach + pitch + close. VERIFY investor pipeline is real before claiming readiness. Routes through ScaleOS Biz Dev.","author":"markster","license":"MIT","stars":64,"dept":"sales","deptName":"Sales","task":"sales/build-lead-list","taskName":"Lead lists","hay":"fundraising operator run the markster os fundraising playbook. check stage, traction, and funding path before building anything. do investor icp + list + outreach + pitch + close. verify investor pipeline is real before claiming readiness. routes through scaleos biz dev. fundraising business & ops "},{"slug":"markster-os-2","kind":"skill","name":"Markster OS Operator","tagline":"Diagnostic operator for Markster OS. Identifies the constraint brick, runs the Hormozi diagnostic, and routes to the right playbook with context pre-filled. Run this before any other skill.","author":"markster","license":"MIT","stars":64,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"markster os operator diagnostic operator for markster os. identifies the constraint brick, runs the hormozi diagnostic, and routes to the right playbook with context pre-filled. run this before any other skill. markster-os-2 business & ops "},{"slug":"research-3","kind":"skill","name":"Research Operator","tagline":"Run structured B2B research prompts from the Markster OS library. CHECK what they are trying to learn and ICP context. DO one or more of 9 prompts (competitive intelligence, buyer JTBD, buying signals, pricing perception, GTM channels, objection research, market positioning, mental category positioning, first 60 seconds). VERIFY output is documented back into Foundation.","author":"markster","license":"MIT","stars":64,"dept":"marketing","deptName":"Marketing","task":"marketing/define-brand","taskName":"Brand voice","hay":"research operator run structured b2b research prompts from the markster os library. check what they are trying to learn and icp context. do one or more of 9 prompts (competitive intelligence, buyer jtbd, buying signals, pricing perception, gtm channels, objection research, market positioning, mental category positioning, first 60 seconds). verify output is documented back into foundation. research-3 business & ops "},{"slug":"sales","kind":"skill","name":"Sales Operator","tagline":"Run the Markster OS sales playbook. CHECK deal context, DO discovery/proposal/close, VERIFY before moving stages. Includes 9 Kill Skills audit for conversion problems.","author":"markster","license":"MIT","stars":64,"dept":"sales","deptName":"Sales","task":"sales/build-proposal","taskName":"Proposals & decks","hay":"sales operator run the markster os sales playbook. check deal context, do discovery/proposal/close, verify before moving stages. includes 9 kill skills audit for conversion problems. sales business & ops "},{"slug":"autoqa","kind":"skill","name":"autoqa — QA any repo against its own running app","tagline":"Self-QA a repo's running application end-to-end — discover how it runs, build a feature×modality test plan, execute it against a live instance, and produce a witnessed pass/fail report. Use when the user says \"autoqa\", \"QA this repo/branch\", \"verify every feature works\", \"release readiness check\", \"test this like a QA engineer would\", or another skill needs an automated QA pass before sign-off.","author":"Parcha-ai","license":"MIT","stars":62,"dept":"engineering","deptName":"Development","task":"engineering/ship-release","taskName":"CI/CD & releases","hay":"autoqa — qa any repo against its own running app self-qa a repo's running application end-to-end — discover how it runs, build a feature×modality test plan, execute it against a live instance, and produce a witnessed pass/fail report. use when the user says \"autoqa\", \"qa this repo/branch\", \"verify every feature works\", \"release readiness check\", \"test this like a qa engineer would\", or another skill needs an automated qa pass before sign-off. autoqa coding "},{"slug":"blast-radius","kind":"skill","name":"Blast radius","tagline":"Find what a change could break somewhere else before it ships, beyond the diff, and prove the one fact it's safe because of by running real code instead of writing it up. Use for 'blast radius of X', 'what could this break', or reviewing a small diff you don't trust.","author":"Parcha-ai","license":"MIT","stars":62,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"blast radius find what a change could break somewhere else before it ships, beyond the diff, and prove the one fact it's safe because of by running real code instead of writing it up. use for 'blast radius of x', 'what could this break', or reviewing a small diff you don't trust. blast-radius uncategorised "},{"slug":"cascade","kind":"skill","name":"Cascade","tagline":"Carry large projects through verifiable tasks, parallel work, and durable progress. Use when asked for Cascade, work in loops, or sustained project execution. Skip small edits.","author":"Parcha-ai","license":"MIT","stars":62,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"cascade carry large projects through verifiable tasks, parallel work, and durable progress. use when asked for cascade, work in loops, or sustained project execution. skip small edits. cascade uncategorised "},{"slug":"parable","kind":"skill","name":"parable — divide and conquer","tagline":"Install, onboard, and run multi-model coding orchestration or solo single-model mode. Invoke when the user says install Parable, install parable.sh, set up or onboard Parable, connect coding subscriptions, names Parable, hands over a backlog, or asks to route work across models. Solo mode (`parable --solo <model>`) runs with a single model. For first-time install intent, collect subscription choices with the harness's native structured-question tool and then run the bundled parable.sh. Not for a single isolated bugfix or standalone code review.","author":"Parcha-ai","license":"MIT","stars":62,"dept":"product","deptName":"Product","task":"product/plan-roadmap","taskName":"Roadmap & priorities","hay":"parable — divide and conquer install, onboard, and run multi-model coding orchestration or solo single-model mode. invoke when the user says install parable, install parable.sh, set up or onboard parable, connect coding subscriptions, names parable, hands over a backlog, or asks to route work across models. solo mode (`parable --solo <model>`) runs with a single model. for first-time install intent, collect subscription choices with the harness's native structured-question tool and then run the bundled parable.sh. not for a single isolated bugfix or standalone code review. parable business & ops "},{"slug":"review-loop","kind":"skill","name":"Review loop","tagline":"Drive every reviewer thread on a GitHub pull request to zero unresolved in bounded iterations. Covers bot reviewers such as Greptile and Devin and human reviewers. Fetches every inline comment, review, and issue comment, fixes what is actionable, replies, resolves bot threads through GraphQL, re-requests review once per push, and ends with a fixed-format report. Use when the user says \"review loop\", \"address the review comments\", \"get this PR to zero unresolved\", \"greploop\", or \"make Greptile happy\".","author":"Parcha-ai","license":"MIT","stars":62,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"review loop drive every reviewer thread on a github pull request to zero unresolved in bounded iterations. covers bot reviewers such as greptile and devin and human reviewers. fetches every inline comment, review, and issue comment, fixes what is actionable, replies, resolves bot threads through graphql, re-requests review once per push, and ends with a fixed-format report. use when the user says \"review loop\", \"address the review comments\", \"get this pr to zero unresolved\", \"greploop\", or \"make greptile happy\". review-loop uncategorised "},{"slug":"tdd","kind":"skill","name":"Test-Driven Development","tagline":"Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions \"red-green-refactor\", or wants integration tests.","author":"Parcha-ai","license":"MIT","stars":62,"dept":"engineering","deptName":"Development","task":"engineering/write-tests","taskName":"Testing","hay":"test-driven development test-driven development. use when the user wants to build features or fix bugs test-first, mentions \"red-green-refactor\", or wants integration tests. tdd coding "},{"slug":"tether","kind":"skill","name":"Tether","tagline":"Tether Slack notifications and replies to the exact Codex, Claude Code, Hermes, or headless session through resumable Hermes conversations. Use when asked to notify Slack, continue coding work from a Slack thread, wire a cron or automation to Slack, or replace direct Slack API calls with session-aware routing.","author":"Parcha-ai","license":"MIT","stars":62,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"tether tether slack notifications and replies to the exact codex, claude code, hermes, or headless session through resumable hermes conversations. use when asked to notify slack, continue coding work from a slack thread, wire a cron or automation to slack, or replace direct slack api calls with session-aware routing. tether uncategorised "},{"slug":"tt-hook-scripter","kind":"skill","name":"TikTok Hook Scripter","tagline":"Script the first 1-3 second TikTok hook: the spoken line, the on-screen text, and the opening visual firing at once so the viewer cannot swipe. Picks a 2026 hook formula (cold-open result, pattern interrupt, number reveal, open-loop question, relatable call-out, story) by goal of completion, saves, comments, or shares. The single biggest retention lever on TikTok. Use to script a hook from a video idea. Not for the caption (use tt-caption-writer) or scrubbing a script (use tt-humanizer).","author":"sergebulaev","license":"MIT","stars":50,"dept":"media","deptName":"Content creator","task":"media/script-short","taskName":"Short scripts & hooks","hay":"tiktok hook scripter script the first 1-3 second tiktok hook: the spoken line, the on-screen text, and the opening visual firing at once so the viewer cannot swipe. picks a 2026 hook formula (cold-open result, pattern interrupt, number reveal, open-loop question, relatable call-out, story) by goal of completion, saves, comments, or shares. the single biggest retention lever on tiktok. use to script a hook from a video idea. not for the caption (use tt-caption-writer) or scrubbing a script (use tt-humanizer). tt-hook-scripter creator "},{"slug":"tt-humanizer","kind":"skill","name":"TikTok Humanizer V3","tagline":"Remove the AI-script tells viewers hear in a TikTok spoken script and caption: 2026 vocabulary by density, reveal bridges, staccato stacks, stacked triads, performed sincerity, written-not-spoken phrasing, \"hey guys\" filler; caps em dashes. Includes --mode audit pre-film check (hook, completion design, caption fit) and --mode profile. Not for beating AI detectors (no edit reliably does). Not for writing from scratch (use tt-hook-scripter). Keywords: humanize script, de-AI, audit before filming.","author":"sergebulaev","license":"MIT","stars":50,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"tiktok humanizer v3 remove the ai-script tells viewers hear in a tiktok spoken script and caption: 2026 vocabulary by density, reveal bridges, staccato stacks, stacked triads, performed sincerity, written-not-spoken phrasing, \"hey guys\" filler; caps em dashes. includes --mode audit pre-film check (hook, completion design, caption fit) and --mode profile. not for beating ai detectors (no edit reliably does). not for writing from scratch (use tt-hook-scripter). keywords: humanize script, de-ai, audit before filming. tt-humanizer marketing "},{"slug":"tiktok-skills","kind":"skill","name":"TikTok Marketing Skills","tagline":"Plan, script, caption, and publish short-form video for TikTok. Use when the user wants to write the first 1-3 second hook (spoken line plus on-screen text), draft a caption under 2,200 chars with TikTok settings and hashtags, ride a trending sound without being cringe, strip AI tells from a spoken script to sound human on camera, or plan a week around completion rate. TikTok is video-only: the user supplies the video, the skills produce the script, caption, and settings, then publish via Publora.","author":"sergebulaev","license":"MIT","stars":50,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"tiktok marketing skills plan, script, caption, and publish short-form video for tiktok. use when the user wants to write the first 1-3 second hook (spoken line plus on-screen text), draft a caption under 2,200 chars with tiktok settings and hashtags, ride a trending sound without being cringe, strip ai tells from a spoken script to sound human on camera, or plan a week around completion rate. tiktok is video-only: the user supplies the video, the skills produce the script, caption, and settings, then publish via publora. tiktok-skills marketing "},{"slug":"tt-profile-optimizer","kind":"skill","name":"TikTok Profile Optimizer","tagline":"Audit and rewrite a TikTok profile for 2026: photo, name (searchable), username, bio (80 chars, niche clarity is everything), link (unlocks at 1k followers, plus a pre-1k workaround), up to 3 pinned videos as proof, and one-line positioning. A profile visit follows a video, so the bio must instantly answer \"what do I get if I follow\". Triggers on \"review my TikTok profile\", \"fix my TikTok bio\", \"what to pin on TikTok\", \"profile audit\", \"niche bio\". Not for writing a video script (use tt-hook-scripter).","author":"sergebulaev","license":"MIT","stars":50,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"tiktok profile optimizer audit and rewrite a tiktok profile for 2026: photo, name (searchable), username, bio (80 chars, niche clarity is everything), link (unlocks at 1k followers, plus a pre-1k workaround), up to 3 pinned videos as proof, and one-line positioning. a profile visit follows a video, so the bio must instantly answer \"what do i get if i follow\". triggers on \"review my tiktok profile\", \"fix my tiktok bio\", \"what to pin on tiktok\", \"profile audit\", \"niche bio\". not for writing a video script (use tt-hook-scripter). tt-profile-optimizer marketing "},{"slug":"tt-repurposer","kind":"skill","name":"TikTok Repurposer","tagline":"Repurpose content into a native TikTok script and caption. Take a LinkedIn post, blog, newsletter, or X thread that worked elsewhere and rebuild it as a spoken script: hook in the first second, every line sayable in one breath, open on the payoff, a trend angle where it fits, plus a caption, published via Publora on approval. Adapts content across platforms. Not for a fresh hook (use tt-hook-scripter), not the caption only (use tt-caption-writer), not auditing a script (use tt-humanizer --mode audit).","author":"sergebulaev","license":"MIT","stars":50,"dept":"media","deptName":"Content creator","task":"media/post-platform","taskName":"Platform posts","hay":"tiktok repurposer repurpose content into a native tiktok script and caption. take a linkedin post, blog, newsletter, or x thread that worked elsewhere and rebuild it as a spoken script: hook in the first second, every line sayable in one breath, open on the payoff, a trend angle where it fits, plus a caption, published via publora on approval. adapts content across platforms. not for a fresh hook (use tt-hook-scripter), not the caption only (use tt-caption-writer), not auditing a script (use tt-humanizer --mode audit). tt-repurposer creator "},{"slug":"tt-trend-mapper","kind":"skill","name":"TikTok Trend Mapper","tagline":"Map a trending TikTok sound or format to your niche so the ride is authentic, not cringe. Runs a fit check (does it match your niche, is it still early, what is the native joke), then scripts the twist that makes the trend yours: the recognizable beat plus a niche-specific turn. Covers sound timing, the trend lifecycle, and when to skip a trend entirely. Use to ride a trend without looking late or forced. Not for a from-scratch hook (use tt-hook-scripter) or a posting plan (use tt-content-planner).","author":"sergebulaev","license":"MIT","stars":50,"dept":"product","deptName":"Product","task":"product/size-market","taskName":"Market sizing","hay":"tiktok trend mapper map a trending tiktok sound or format to your niche so the ride is authentic, not cringe. runs a fit check (does it match your niche, is it still early, what is the native joke), then scripts the twist that makes the trend yours: the recognizable beat plus a niche-specific turn. covers sound timing, the trend lifecycle, and when to skip a trend entirely. use to ride a trend without looking late or forced. not for a from-scratch hook (use tt-hook-scripter) or a posting plan (use tt-content-planner). tt-trend-mapper business & ops "},{"slug":"fb-hook-extractor","kind":"skill","name":"Facebook Page Hook Extractor","tagline":"Reverse-engineer the hook from a high-share Facebook Page post, from its URL or pasted text. Identifies which of the 10 canonical 2026 Facebook formulas it uses (one-line opinion, tiny number, ask-the-page question, this-or-that, behind-the-scenes, story post, announcement, spotlight), explains why it earned shares or comments, and returns a blank template mapped to your topic. Use to learn from a Page post you admire. Not for writing your own (use fb-post-writer).","author":"sergebulaev","license":"MIT","stars":49,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"facebook page hook extractor reverse-engineer the hook from a high-share facebook page post, from its url or pasted text. identifies which of the 10 canonical 2026 facebook formulas it uses (one-line opinion, tiny number, ask-the-page question, this-or-that, behind-the-scenes, story post, announcement, spotlight), explains why it earned shares or comments, and returns a blank template mapped to your topic. use to learn from a page post you admire. not for writing your own (use fb-post-writer). fb-hook-extractor marketing "},{"slug":"fb-humanizer","kind":"skill","name":"Facebook Page Humanizer V3","tagline":"Remove the AI tells readers react to in a Facebook Page post: 2026 vocabulary by density, reveal bridges, staccato stacks, stacked triads, performed sincerity, \"We are thrilled to announce\" auto-pilot; caps em dashes. Includes --mode audit (under-80 sweet spot, hook, engagement bait, hashtag and emoji limits) and --mode profile. Not for beating AI detectors (no edit reliably does). Not for writing from scratch (use fb-post-writer). Keywords: humanize, de-AI my post, audit before posting.","author":"sergebulaev","license":"MIT","stars":49,"dept":"media","deptName":"Content creator","task":"media/edit-writing","taskName":"Editing & polish","hay":"facebook page humanizer v3 remove the ai tells readers react to in a facebook page post: 2026 vocabulary by density, reveal bridges, staccato stacks, stacked triads, performed sincerity, \"we are thrilled to announce\" auto-pilot; caps em dashes. includes --mode audit (under-80 sweet spot, hook, engagement bait, hashtag and emoji limits) and --mode profile. not for beating ai detectors (no edit reliably does). not for writing from scratch (use fb-post-writer). keywords: humanize, de-ai my post, audit before posting. fb-humanizer marketing "},{"slug":"fb-page-optimizer","kind":"skill","name":"Facebook Page Optimizer","tagline":"Audit and rewrite a Facebook Page for 2026: Page name, username and vanity URL, profile picture and cover photo, Intro/About and category, the CTA button (Shop, Book, Sign Up, Contact matched to your goal), pinned post, tabs order, and contact/link fields. Triggers on \"review my Facebook Page\", \"fix my Page about\", \"optimize my cover\", \"set my CTA button\", \"Page audit\". Converts a default Page into one that turns a visitor into a follower or a lead. Not for writing Page posts (use fb-post-writer).","author":"sergebulaev","license":"MIT","stars":49,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"facebook page optimizer audit and rewrite a facebook page for 2026: page name, username and vanity url, profile picture and cover photo, intro/about and category, the cta button (shop, book, sign up, contact matched to your goal), pinned post, tabs order, and contact/link fields. triggers on \"review my facebook page\", \"fix my page about\", \"optimize my cover\", \"set my cta button\", \"page audit\". converts a default page into one that turns a visitor into a follower or a lead. not for writing page posts (use fb-post-writer). fb-page-optimizer marketing "},{"slug":"fb-post-writer","kind":"skill","name":"Facebook Page Post Writer","tagline":"Draft a short punchy Facebook Page post, or a longer story post, using a 2026 Facebook hook formula (one-line opinion, tiny number, ask-the-page question, this-or-that, useful tip, story post) picked by goal (shares, comments, reactions). Favors the under-80-character engagement sweet spot, runs the humanizer pass, and publishes via Publora on approval. Use to write a Page post from notes. Not for replying to comments (use fb-engagement-drafter) or auditing a draft (use fb-humanizer).","author":"sergebulaev","license":"MIT","stars":49,"dept":"marketing","deptName":"Marketing","task":"marketing/manage-social","taskName":"Posting & scheduling","hay":"facebook page post writer draft a short punchy facebook page post, or a longer story post, using a 2026 facebook hook formula (one-line opinion, tiny number, ask-the-page question, this-or-that, useful tip, story post) picked by goal (shares, comments, reactions). favors the under-80-character engagement sweet spot, runs the humanizer pass, and publishes via publora on approval. use to write a page post from notes. not for replying to comments (use fb-engagement-drafter) or auditing a draft (use fb-humanizer). fb-post-writer marketing "},{"slug":"facebook-skills","kind":"skill","name":"Facebook Pages Marketing Skills","tagline":"Plan, draft, audit, and publish posts for a Facebook Page. Use when the user wants to write a short punchy Page post or a longer story post, remove AI tells from a draft, reverse-engineer the hook from a high-share Page post, draft replies to comments on their Page, or plan a week of Facebook Page content. Page posts publish via the Publora API. User provides notes or a Facebook Page post URL, the skill drafts, the user approves, then it publishes.","author":"sergebulaev","license":"MIT","stars":49,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"facebook pages marketing skills plan, draft, audit, and publish posts for a facebook page. use when the user wants to write a short punchy page post or a longer story post, remove ai tells from a draft, reverse-engineer the hook from a high-share page post, draft replies to comments on their page, or plan a week of facebook page content. page posts publish via the publora api. user provides notes or a facebook page post url, the skill drafts, the user approves, then it publishes. facebook-skills marketing "},{"slug":"fb-repurposer","kind":"skill","name":"Facebook Repurposer","tagline":"Repurpose existing content into a native Facebook Page post. Take a LinkedIn post, X thread, blog, or newsletter and rewrite it for a Page: warm the tone, lead with a standalone claim before the \"See more\" fold, move links to the first comment, strip off-platform artifacts (hashtag walls, \"link in bio\", @-handles), then humanize and publish via Publora on approval. Not for writing from scratch (use fb-post-writer), auditing a draft (use fb-humanizer), or comment replies (use fb-engagement-drafter).","author":"sergebulaev","license":"MIT","stars":49,"dept":"media","deptName":"Content creator","task":"media/repurpose-content","taskName":"Repurposing","hay":"facebook repurposer repurpose existing content into a native facebook page post. take a linkedin post, x thread, blog, or newsletter and rewrite it for a page: warm the tone, lead with a standalone claim before the \"see more\" fold, move links to the first comment, strip off-platform artifacts (hashtag walls, \"link in bio\", @-handles), then humanize and publish via publora on approval. not for writing from scratch (use fb-post-writer), auditing a draft (use fb-humanizer), or comment replies (use fb-engagement-drafter). fb-repurposer marketing "},{"slug":"yt-content-planner","kind":"skill","name":"YouTube Content Planner","tagline":"Build a weekly YouTube upload plan: long-form vs YouTube Shorts mix, posting cadence, per-slot title and thumbnail pairing, hook angle, community-tab posts between uploads, and a goal balance across CTR, retention, and subscribes. Maps Shorts as top-of-funnel that points at long-form, and long-form as the loyalty and watch-time engine. Use to plan a week or a content calendar instead of shipping ad hoc. Not for writing a single title, description, or hook (use the dedicated yt skills).","author":"sergebulaev","license":"MIT","stars":36,"dept":"media","deptName":"Content creator","task":"media/plan-content","taskName":"Content planning","hay":"youtube content planner build a weekly youtube upload plan: long-form vs youtube shorts mix, posting cadence, per-slot title and thumbnail pairing, hook angle, community-tab posts between uploads, and a goal balance across ctr, retention, and subscribes. maps shorts as top-of-funnel that points at long-form, and long-form as the loyalty and watch-time engine. use to plan a week or a content calendar instead of shipping ad hoc. not for writing a single title, description, or hook (use the dedicated yt skills). yt-content-planner creator "},{"slug":"yt-description-writer","kind":"skill","name":"YouTube Description Writer","tagline":"Write a full YouTube video description under 5,000 characters with a first-150-character hook (the only part visible before Show more, and what shows in search and suggested), timestamped chapters, naturally placed keywords, links, and a clear call to action. Covers long-form and YouTube Shorts. Becomes the create-post content that publishes with the video. Use to write or rework a description. Not for the title (use yt-title-optimizer) or the spoken opening (use yt-hook-scripter).","author":"sergebulaev","license":"MIT","stars":36,"dept":"media","deptName":"Content creator","task":"media/grow-channel","taskName":"Channel growth","hay":"youtube description writer write a full youtube video description under 5,000 characters with a first-150-character hook (the only part visible before show more, and what shows in search and suggested), timestamped chapters, naturally placed keywords, links, and a clear call to action. covers long-form and youtube shorts. becomes the create-post content that publishes with the video. use to write or rework a description. not for the title (use yt-title-optimizer) or the spoken opening (use yt-hook-scripter). yt-description-writer creator "},{"slug":"yt-hook-scripter","kind":"skill","name":"YouTube Hook Scripter","tagline":"Script the spoken opening that decides retention: the first 30 seconds of a long-form YouTube video or the first 3 seconds of a YouTube Short. Uses 2026 patterns (restate-and-raise, cold-open payoff tease, question-and-contract, and the 3-second frame-one Shorts hook with a designed loop) to confirm the title's promise, open a loop, and earn the next 30 seconds with no intro. Use to write or fix a video opening. Not for the title (use yt-title-optimizer) or description (use yt-description-writer).","author":"sergebulaev","license":"MIT","stars":36,"dept":"media","deptName":"Content creator","task":"media/script-short","taskName":"Short scripts & hooks","hay":"youtube hook scripter script the spoken opening that decides retention: the first 30 seconds of a long-form youtube video or the first 3 seconds of a youtube short. uses 2026 patterns (restate-and-raise, cold-open payoff tease, question-and-contract, and the 3-second frame-one shorts hook with a designed loop) to confirm the title's promise, open a loop, and earn the next 30 seconds with no intro. use to write or fix a video opening. not for the title (use yt-title-optimizer) or description (use yt-description-writer). yt-hook-scripter creator "},{"slug":"youtube-skills","kind":"skill","name":"YouTube Marketing Skills","tagline":"Plan, write, and publish for YouTube and YouTube Shorts. Use when the user wants high-CTR video titles, an SEO description with chapters and links, a first-30-seconds retention script (or a 3-second Shorts hook), a designer-ready thumbnail brief, a community-tab post or poll, or a weekly upload plan. The user supplies the video; the skills produce the title, description, hook, and thumbnail brief, then on approval upload and schedule via the Publora API.","author":"sergebulaev","license":"MIT","stars":36,"dept":"media","deptName":"Content creator","task":"media/make-thumbnail","taskName":"Thumbnails & covers","hay":"youtube marketing skills plan, write, and publish for youtube and youtube shorts. use when the user wants high-ctr video titles, an seo description with chapters and links, a first-30-seconds retention script (or a 3-second shorts hook), a designer-ready thumbnail brief, a community-tab post or poll, or a weekly upload plan. the user supplies the video; the skills produce the title, description, hook, and thumbnail brief, then on approval upload and schedule via the publora api. youtube-skills creator "},{"slug":"yt-repurposer","kind":"skill","name":"YouTube Repurposer","tagline":"Repurpose off-platform content into a native YouTube surface. Take a blog, X thread, LinkedIn post, or newsletter and turn it into a community post or poll, or a video brief (title, spoken hook, description with chapters). Leads with the payoff, converts listicles into chapters, strips off-platform artifacts, publishes via Publora on approval. Not for a fresh community post (use yt-community-post-writer), not for a hook script (use yt-hook-scripter).","author":"sergebulaev","license":"MIT","stars":36,"dept":"marketing","deptName":"Marketing","task":"marketing/grow-community","taskName":"Community & events","hay":"youtube repurposer repurpose off-platform content into a native youtube surface. take a blog, x thread, linkedin post, or newsletter and turn it into a community post or poll, or a video brief (title, spoken hook, description with chapters). leads with the payoff, converts listicles into chapters, strips off-platform artifacts, publishes via publora on approval. not for a fresh community post (use yt-community-post-writer), not for a hook script (use yt-hook-scripter). yt-repurposer creator "},{"slug":"yt-thumbnail-brief","kind":"skill","name":"YouTube Thumbnail Brief","tagline":"Turn a YouTube video idea into a designer-ready thumbnail brief: focal subject, face and emotion, a text overlay of 4 words or fewer that the title does not repeat, contrast and composition, and 2 to 3 A/B concepts for Test and Compare. Built on 2026 principles (one focal point, legible at 120 pixels, complements the title). Outputs the brief plus the Publora attach step (the image upload itself is out of band). Use to plan a thumbnail. Not for title words (use yt-title-optimizer).","author":"sergebulaev","license":"MIT","stars":36,"dept":"media","deptName":"Content creator","task":"media/make-thumbnail","taskName":"Thumbnails & covers","hay":"youtube thumbnail brief turn a youtube video idea into a designer-ready thumbnail brief: focal subject, face and emotion, a text overlay of 4 words or fewer that the title does not repeat, contrast and composition, and 2 to 3 a/b concepts for test and compare. built on 2026 principles (one focal point, legible at 120 pixels, complements the title). outputs the brief plus the publora attach step (the image upload itself is out of band). use to plan a thumbnail. not for title words (use yt-title-optimizer). yt-thumbnail-brief creator "},{"slug":"yt-title-optimizer","kind":"skill","name":"YouTube Title Optimizer","tagline":"Write high-CTR YouTube and YouTube Shorts titles under 100 characters using 2026 packaging formulas (curiosity-gap, number, how-I outcome, mistake/loss, transformation, versus). Balances curiosity with a real keyword, front-loads the click-deciding words for the 60-char mobile cutoff, and returns 3 to 5 A/B variants tagged by goal for Test and Compare. Use to title or rework a video. Not for the description (use yt-description-writer) or the thumbnail overlay (use yt-thumbnail-brief).","author":"sergebulaev","license":"MIT","stars":36,"dept":"media","deptName":"Content creator","task":"media/grow-channel","taskName":"Channel growth","hay":"youtube title optimizer write high-ctr youtube and youtube shorts titles under 100 characters using 2026 packaging formulas (curiosity-gap, number, how-i outcome, mistake/loss, transformation, versus). balances curiosity with a real keyword, front-loads the click-deciding words for the 60-char mobile cutoff, and returns 3 to 5 a/b variants tagged by goal for test and compare. use to title or rework a video. not for the description (use yt-description-writer) or the thumbnail overlay (use yt-thumbnail-brief). yt-title-optimizer creator "},{"slug":"off-page-seo","kind":"skill","name":"Off page SEO","tagline":"Ongoing link-building campaigns that raise domain authority and expand a site's KD ceiling beyond what on-page work alone can earn. Use when the user mentions 'off-page SEO', 'link building', 'directory link building', 'backlink campaign', 'listicle placements', 'guest posts', 'outreach targets', 'get listed in listicles', or asks 'how do I get more domain authority'. Generates a prioritized, researched target list across directories, listicles, and guest-post candidates — does NOT submit anything on the user's behalf. Pairs with `mktg-backlink-prospector` agent for parallel research. For a launch-day push (submit to directories, Product Hunt, BetaList), see /startup-launcher. For measured backlink data — referring domains, backlink counts, rank tracking — see /openseo. Distinct from `seo-machine` (on-page programmatic) and `seo-audit` (technical diagnostic). The off-page half of the SEO operation.","author":"MoizIbnYousaf","license":"MIT","stars":31,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"off page seo ongoing link-building campaigns that raise domain authority and expand a site's kd ceiling beyond what on-page work alone can earn. use when the user mentions 'off-page seo', 'link building', 'directory link building', 'backlink campaign', 'listicle placements', 'guest posts', 'outreach targets', 'get listed in listicles', or asks 'how do i get more domain authority'. generates a prioritized, researched target list across directories, listicles, and guest-post candidates — does not submit anything on the user's behalf. pairs with `mktg-backlink-prospector` agent for parallel research. for a launch-day push (submit to directories, product hunt, betalist), see /startup-launcher. for measured backlink data — referring domains, backlink counts, rank tracking — see /openseo. distinct from `seo-machine` (on-page programmatic) and `seo-audit` (technical diagnostic). the off-page half of the seo operation. off-page-seo marketing "},{"slug":"openseo","kind":"skill","name":"OpenSEO — Measured SEO Data Plane","tagline":"Uses OpenSEO as the measured SEO data plane for keyword volume and difficulty, SERPs, ranked keywords, backlinks, local SEO, rank tracking, Search Console, GA4, and site audits. Use for measured SEO metrics, indexing evidence, organic analytics, local rankings, backlink profiles, or rank trackers. Prefer OpenSEO over guessed metrics when connected; otherwise continue with qualitative web research and mark numeric metrics unknown.","author":"MoizIbnYousaf","license":"MIT","stars":31,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"openseo — measured seo data plane uses openseo as the measured seo data plane for keyword volume and difficulty, serps, ranked keywords, backlinks, local seo, rank tracking, search console, ga4, and site audits. use for measured seo metrics, indexing evidence, organic analytics, local rankings, backlink profiles, or rank trackers. prefer openseo over guessed metrics when connected; otherwise continue with qualitative web research and mark numeric metrics unknown. openseo marketing "},{"slug":"openseo-keyword-research","kind":"skill","name":"Openseo keyword research","tagline":"Discover keyword opportunities with MEASURED volume, keyword difficulty, CPC, and intent from OpenSEO, then write them into brand/keyword-plan.md. Use this skill whenever someone asks for keyword difficulty, KD, search volume, keyword ideas with metrics, striking-distance opportunities from Search Console, or SERP-validated keyword priorities. For qualitative research without an OpenSEO connection, use mktg's keyword-research instead (metrics will be unknown). Triggers: \"keyword difficulty\", search volume\", \"keyword opportunities\", \"striking distance keywords\", measured keyword research\".","author":"MoizIbnYousaf","license":"MIT","stars":31,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"openseo keyword research discover keyword opportunities with measured volume, keyword difficulty, cpc, and intent from openseo, then write them into brand/keyword-plan.md. use this skill whenever someone asks for keyword difficulty, kd, search volume, keyword ideas with metrics, striking-distance opportunities from search console, or serp-validated keyword priorities. for qualitative research without an openseo connection, use mktg's keyword-research instead (metrics will be unknown). triggers: \"keyword difficulty\", search volume\", \"keyword opportunities\", \"striking distance keywords\", measured keyword research\". openseo-keyword-research marketing "},{"slug":"openseo-link-prospecting","kind":"skill","name":"Openseo link prospecting","tagline":"Find realistic link prospects with SERP and backlink evidence, discover contact paths via web tools, and draft personalized outreach — with targets saved to .seo/backlink-targets.json for off-page-seo campaigns. Use this skill when the user has a linkable asset (study, tool, guide, template, product page) and wants backlinks, resource-page inclusions, or comparison mentions. Triggers: \"link prospecting\", \"find backlink opportunities\", resource page outreach\", \"get backlinks for\", \"link building outreach\".","author":"MoizIbnYousaf","license":"MIT","stars":31,"dept":"marketing","deptName":"Marketing","task":"marketing/keyword-research","taskName":"SEO & keywords","hay":"openseo link prospecting find realistic link prospects with serp and backlink evidence, discover contact paths via web tools, and draft personalized outreach — with targets saved to .seo/backlink-targets.json for off-page-seo campaigns. use this skill when the user has a linkable asset (study, tool, guide, template, product page) and wants backlinks, resource-page inclusions, or comparison mentions. triggers: \"link prospecting\", \"find backlink opportunities\", resource page outreach\", \"get backlinks for\", \"link building outreach\". openseo-link-prospecting marketing "},{"slug":"recording-to-email-drip-series","kind":"skill","name":"Recording to email drip series","tagline":"Split one onboarding recording into a multi-part video sequence sized and paced for embedding in separate onboarding drip emails: email 1 covers setup, email 2 the core workflow, email 3 an advanced tip. Each part is promoted to its own standalone project with a short animated framing card so it works whether or not the recipient watched an earlier email. Clueso does not send email or manage a drip sequence; it produces the video clips only, and the user wires them into their own email service provider. Use when the user says \"split this recording into an onboarding email video series\", \"turn this into a multi-part email video sequence\", \"make short clips for our onboarding drip campaign\", or \"cut this demo into parts for our email drip\".","author":"clueso-ai","license":"Apache-2.0","stars":26,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"recording to email drip series split one onboarding recording into a multi-part video sequence sized and paced for embedding in separate onboarding drip emails: email 1 covers setup, email 2 the core workflow, email 3 an advanced tip. each part is promoted to its own standalone project with a short animated framing card so it works whether or not the recipient watched an earlier email. clueso does not send email or manage a drip sequence; it produces the video clips only, and the user wires them into their own email service provider. use when the user says \"split this recording into an onboarding email video series\", \"turn this into a multi-part email video sequence\", \"make short clips for our onboarding drip campaign\", or \"cut this demo into parts for our email drip\". recording-to-email-drip-series uncategorised "},{"slug":"tl-keyword-research","kind":"skill","name":"tl-keyword-research — topic → validated filter set + the results you choose","tagline":"Turn a topic into a *validated* content filter and the channels it selects. Invoke whenever the user wants to find videos or channels by what they are about — topics, concepts, niches, not IDs or names: \"a group/set of keywords for <topic>\", \"keywords that represent <topic> content\", \"find content/channels about <topic>\", \"find investing channels\" — or when you'd otherwise hand-compose a `tl db es` content search. It expands the topic into candidate keywords (with a gated web lookup for post-cutoff entities), probes Elasticsearch for each (counts + samples), validates matches against the user's stated intent, refines a boolean filter over ≥3 rounds, and delivers a keyword-group filter set + a clickable report link + the results the user chose: trend data at the video level (matching uploads + prevalence), or channel targets classified by topic intensity (core / recurring / one-off) and context-validated with cheap agents, or both. It ASKS which deliverable and which run mode (quick single pass vs deep ≥3-round refinement) the user wants whenever the request doesn't say — never a silent default; `autonomous` / `--auto` means deep + both deliverables with every pause skipped. Keyword-distribution output (counts per keyword) is OPT-IN — only when the user explicitly asks for \"keyword counts / distribution / how common is X\". Also invoke for HELP asks about this skill — \"help\", \"how does keyword research work\", \"what are my options\", \"describe this skill\" — answered free from the built-in guide, no queries run.","author":"ThoughtLeaders-io","license":"MIT","stars":25,"dept":null,"deptName":null,"task":null,"taskName":null,"hay":"tl-keyword-research — topic → validated filter set + the results you choose turn a topic into a *validated* content filter and the channels it selects. invoke whenever the user wants to find videos or channels by what they are about — topics, concepts, niches, not ids or names: \"a group/set of keywords for <topic>\", \"keywords that represent <topic> content\", \"find content/channels about <topic>\", \"find investing channels\" — or when you'd otherwise hand-compose a `tl db es` content search. it expands the topic into candidate keywords (with a gated web lookup for post-cutoff entities), probes elasticsearch for each (counts + samples), validates matches against the user's stated intent, refines a boolean filter over ≥3 rounds, and delivers a keyword-group filter set + a clickable report link + the results the user chose: trend data at the video level (matching uploads + prevalence), or channel targets classified by topic intensity (core / recurring / one-off) and context-validated with cheap agents, or both. it asks which deliverable and which run mode (quick single pass vs deep ≥3-round refinement) the user wants whenever the request doesn't say — never a silent default; `autonomous` / `--auto` means deep + both deliverables with every pause skipped. keyword-distribution output (counts per keyword) is opt-in — only when the user explicitly asks for \"keyword counts / distribution / how common is x\". also invoke for help asks about this skill — \"help\", \"how does keyword research work\", \"what are my options\", \"describe this skill\" — answered free from the built-in guide, no queries run. tl-keyword-research creator "},{"slug":"tl-top-partnerships","kind":"skill","name":"Top Partnerships (Brand-side)","tagline":"External brand-user performance report. Ranks a brand's sponsorships by effective CPM once the sponsored videos went live, and compares live eCPM against the sold-date projection. Use whenever a brand user asks \"which of my sponsorships performed best\", \"top partnerships this year\", \"best ROI deals\", \"effective CPM on my deals\", \"which sponsorships overperformed\", \"/top-partnerships\", or any variation of \"show me my best-performing sponsorships\". This is the brand-side equivalent of internal performance reporting — fire it eagerly any time a brand wants to look back at their booked deals through a performance lens, even if they don't say the words \"CPM\" or \"eCPM\".","author":"ThoughtLeaders-io","license":"MIT","stars":25,"dept":"engineering","deptName":"Development","task":"engineering/watch-production","taskName":"Monitoring","hay":"top partnerships (brand-side) external brand-user performance report. ranks a brand's sponsorships by effective cpm once the sponsored videos went live, and compares live ecpm against the sold-date projection. use whenever a brand user asks \"which of my sponsorships performed best\", \"top partnerships this year\", \"best roi deals\", \"effective cpm on my deals\", \"which sponsorships overperformed\", \"/top-partnerships\", or any variation of \"show me my best-performing sponsorships\". this is the brand-side equivalent of internal performance reporting — fire it eagerly any time a brand wants to look back at their booked deals through a performance lens, even if they don't say the words \"cpm\" or \"ecpm\". tl-top-partnerships creator "},{"slug":"ugc-scriptwriter","kind":"skill","name":"UGC Script Development","tagline":"Helps outline and draft UGC-style scripts for paid social ads. Use when the user has an ad concept and wants to write a script for creator content. Triggers: \"UGC script\", \"creator script\", \"talking head script\", \"testimonial script\", influencer script\", \"write a script\", \"script for TikTok\", \"script for Reels","author":"Motion-Creative","license":"MIT","stars":10,"dept":"media","deptName":"Content creator","task":"media/script-short","taskName":"Short scripts & hooks","hay":"ugc script development helps outline and draft ugc-style scripts for paid social ads. use when the user has an ad concept and wants to write a script for creator content. triggers: \"ugc script\", \"creator script\", \"talking head script\", \"testimonial script\", influencer script\", \"write a script\", \"script for tiktok\", \"script for reels ugc-scriptwriter marketing "},{"slug":"pricing-strategy-simulator","kind":"skill","name":"Pricing strategy simulator","tagline":"Simulate CPG pricing strategies including cost pass-through, promotional pricing, EDLP/Hi-Lo analysis, and price pack architecture optimization with elasticity modeling and competitive response scenarios. Use when evaluating price changes, building price pack architecture, analyzing price gaps, or modeling price elasticity impacts.","author":"writer","license":"Apache-2.0","stars":7,"dept":"sales","deptName":"Sales","task":"sales/set-pricing","taskName":"Pricing & offers","hay":"pricing strategy simulator simulate cpg pricing strategies including cost pass-through, promotional pricing, edlp/hi-lo analysis, and price pack architecture optimization with elasticity modeling and competitive response scenarios. use when evaluating price changes, building price pack architecture, analyzing price gaps, or modeling price elasticity impacts. pricing-strategy-simulator sales & ecommerce "},{"slug":"product-description-optimizer","kind":"skill","name":"Product description optimizer","tagline":"Generate and optimize SEO-rich, conversion-focused product detail page (PDP) copy for CPG and retail e-commerce, leveraging keyword strategy, benefit-driven messaging, and structured content best practices.","author":"writer","license":"Apache-2.0","stars":7,"dept":"marketing","deptName":"Marketing","task":"marketing/write-landing-copy","taskName":"Landing page copy","hay":"product description optimizer generate and optimize seo-rich, conversion-focused product detail page (pdp) copy for cpg and retail e-commerce, leveraging keyword strategy, benefit-driven messaging, and structured content best practices. product-description-optimizer marketing "}]}