Development AI skills, agents & prompts
Building the thing — writing it, reviewing it, shipping it. 920 listings — 679 skills, 181 agents and 60 prompts — each free, credited to its author, with the full source on its page. Filter and sort them →
UI components
shadcn/uiManages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI…ADK Code ReferenceThis skill should be used when the user wants to "write agent code", build an agent with ADK", "add a tool"…Visual editOpen and collaboratively edit a running local app in Design, with shared fallback previews and source…ModsmithPatterns, cost review and ready templates for Claude Mods (Claude Code plugins whose behaviour is a…A/B Hook Tester — two hooks, one variable, a real answerGenerates two genuinely distinct hook variants for the same reel so you can post-test which opening actually…FeelBuild UI interactions whose motion comes from a physical model instead of durations and easing curves. Turn…Web artifacts builderSuite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web…Create STYLE_GUIDE.mdThis prompt assists users in creating a comprehensive STYLE_GUIDE.md for their projects. It covers essential…Frontend developer skillThis prompt is designed for an elite frontend development specialist. It outlines responsibilities and…Hooks automationAutomated coordination, formatting, and learning from Claude Code operations using intelligent hooks with…
React modernizationUpgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent…React state managementMaster modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting…Web component designMaster React, Vue, and Svelte component patterns including CSS-in-JS, composition strategies, and reusable…Premium web designCreate premium, Awwwards-quality website designs as React (.jsx) components that look like they were built…Frontend developerUse when building complete frontend applications across React, Vue, and Angular frameworks requiring…React specialistUse when optimizing existing React applications for performance, implementing advanced React 18+ features…Game dev: combat skill polishScore a game's combat skills and spells out of 10 with blind judges, then raise the weakest to a bar, for…Component principlesComponents are the units of deployment -- the smallest entities that can be independently deployed. In Java…Vercel react best practicesReact and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used…Frontend component buildBuild production-ready frontend components with accessible markup, sensible props, defined states, and…React testingTest React components with RTL and Jest/Vitest. Use when writing React component tests with React Testing…Hook miningMine a CSV of REAL top-performing hooks and generate alternatives that keep what made them work: hold the…Styling & layout
Animation vocabularyReverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact…Painted animationMake hand-painted watercolour-and-ink cartoon videos (MP4) with code — p5.js + p5.brush rendered frame by…Modern web guidanceSearch tool for modern web development best practices. MANDATORY: Execute FIRST for all HTML/CSS and…Biblioteca de Motion apenasdouglas · Versão DocumentalTraduz pedidos de animação em português ("faz o número quicar", "entra um depois do outro", "dá um tranco no…Playwright BrowserHeadless, reproducible browser automation with Playwright for any project — screenshots of web pages or…ReplicaRebuild a web page, section, component or interaction from a reference (a live URL, a local HTML file, a…SitesmithDesign, build, redesign, audit and polish websites and web apps that do not look AI-generated. Use for…Act as an electron frontend developerGuide users in building a desktop application using Electron with a focus on frontend development best…AI builderThis AI builder will create a fully functional website based on the provided details the website will be…Finance tracker app development planDevelop a multi-language, privacy-focused finance tracking app using Flutter with clean architecture…
Markdown notesBuild a feature-rich markdown notes applicationSidebar dashboard designDevelop a modern sidebar dashboard interface using HTML, CSS, and JavaScript, focusing on user experience…Tattoo studio booking web app developmentGuide to developing a modern web application for a tattoo studio, enabling users to book appointments with…UI Styling SkillCreate beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind)…Feeling Native On MobileMake a web app feel native on a phone — the small CSS and meta-tag fixes that separate "a website in a…Finding Animation OpportunitiesSearch a codebase or UI for places that don't animate but should, and reject everything that shouldn't…Reviewing AnimationsReviews animation and motion code against a high craft bar derived from Emil Kowalski's design engineering…Working With SonnerGuide to Sonner, the React toast library — install and wire up the Toaster, pick the right toast() call…Responsive designImplement modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first…
Tailwind Design System (v4)Build scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive…Tailwind patternsTailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token…UI UX pro maxUI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js…Cs landingPremium HTML landing page generator persona. Walks 3-4 forcing intake questions (product+pitch, audience…Demo videoUse when the user asks to create a demo video, product walkthrough, feature showcase, animated presentation…Sample Text ProcessorReference BASIC-tier skill used as a fixture by skill-tester. Counts words and characters and applies basic…Game dev: combat animationBuild, fix and review character combat animations (melee strikes, bow shots, spell casts, skills, monster…Email render builderUse when the user asks to "build the email HTML", "make this email responsive", "fix dark-mode rendering"…
Expo Native UI GuidelinesBuild beautiful, native-feeling Expo screens. Covers Apple HIG styling, semantic colors, native controls, SF…Web typographySelect, pair, and implement typefaces for web projects. Use when the user mentions "font pairing", "which…Content asset creatorCreates beautiful, branded HTML content assets — industry reports, landing pages, comparison sheets…Frontend Slides SkillCreate stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when…Tako Knowledge Search & VisualizationSearch and visualize the world's data - get charts, insights, and embeddable knowledge cards for finance…Visual brand extractorExtract visual branding (colors, typography, layout patterns) from a client's website and generate a style…
Scenario sprite animationUse when animating 2D game art with Scenario: walk, idle or attack cycles in 4 or 8 directions, isometric…49 HTML email templateDung khi can FILE HTML email chay duoc tren moi email client — cau truc table, CSS inline, be ngang 600px…49 HTML email template globalUse when responsive HTML email has to render correctly in every client — table-based structure, inline CSS…Screenshot to codeTurns a screenshot, mockup, Figma export, or photo of a UI into working front-end code - React + Tailwind…Seedance 2.0 on Higgsfield — Cartoon & Animation Prompt GeneratorGenerate cartoon and animation style video prompts for Seedance 2.0 on Higgsfield. Use whenever the user…Seedance 2.0 on Higgsfield — Comic Book to Video Prompt GeneratorConvert comic book panels, manga pages, webtoons, and illustrated storyboards into animated video using…Cute cat kitchen disaster animationCreated a video, a cinematic cartoon-style kitchen story featuring a curly red-haired woman and a cute…
Game asset GPT image character sheet promptA detailed prompt for generating a professional game/animation character sheet with strict layout and…
Markdown notesBuild a feature-rich markdown notes applicationSidebar dashboard designDevelop a modern sidebar dashboard interface using HTML, CSS, and JavaScript, focusing on user experience…Tattoo studio booking web app developmentGuide to developing a modern web application for a tattoo studio, enabling users to book appointments with…UI Styling SkillCreate beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind)…Feeling Native On MobileMake a web app feel native on a phone — the small CSS and meta-tag fixes that separate "a website in a…Finding Animation OpportunitiesSearch a codebase or UI for places that don't animate but should, and reject everything that shouldn't…Reviewing AnimationsReviews animation and motion code against a high craft bar derived from Emil Kowalski's design engineering…Working With SonnerGuide to Sonner, the React toast library — install and wire up the Toaster, pick the right toast() call…Responsive designImplement modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first…Tailwind Design System (v4)Build scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive…Tailwind patternsTailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token…UI UX pro maxUI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js…Cs landingPremium HTML landing page generator persona. Walks 3-4 forcing intake questions (product+pitch, audience…Demo videoUse when the user asks to create a demo video, product walkthrough, feature showcase, animated presentation…Sample Text ProcessorReference BASIC-tier skill used as a fixture by skill-tester. Counts words and characters and applies basic…Game dev: combat animationBuild, fix and review character combat animations (melee strikes, bow shots, spell casts, skills, monster…Email render builderUse when the user asks to "build the email HTML", "make this email responsive", "fix dark-mode rendering"…Expo Native UI GuidelinesBuild beautiful, native-feeling Expo screens. Covers Apple HIG styling, semantic colors, native controls, SF…Web typographySelect, pair, and implement typefaces for web projects. Use when the user mentions "font pairing", "which…Content asset creatorCreates beautiful, branded HTML content assets — industry reports, landing pages, comparison sheets…Frontend Slides SkillCreate stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when…Tako Knowledge Search & VisualizationSearch and visualize the world's data - get charts, insights, and embeddable knowledge cards for finance…Visual brand extractorExtract visual branding (colors, typography, layout patterns) from a client's website and generate a style…Scenario sprite animationUse when animating 2D game art with Scenario: walk, idle or attack cycles in 4 or 8 directions, isometric…49 HTML email templateDung khi can FILE HTML email chay duoc tren moi email client — cau truc table, CSS inline, be ngang 600px…49 HTML email template globalUse when responsive HTML email has to render correctly in every client — table-based structure, inline CSS…Screenshot to codeTurns a screenshot, mockup, Figma export, or photo of a UI into working front-end code - React + Tailwind…Seedance 2.0 on Higgsfield — Cartoon & Animation Prompt GeneratorGenerate cartoon and animation style video prompts for Seedance 2.0 on Higgsfield. Use whenever the user…Seedance 2.0 on Higgsfield — Comic Book to Video Prompt GeneratorConvert comic book panels, manga pages, webtoons, and illustrated storyboards into animated video using…Cute cat kitchen disaster animationCreated a video, a cinematic cartoon-style kitchen story featuring a curly red-haired woman and a cute…Game asset GPT image character sheet promptA detailed prompt for generating a professional game/animation character sheet with strict layout and…Web frameworks
SupabaseUse when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions…
Next.js Specialized Front-End DeveloperAct as a specialized front-end developer with expertise in Next.js, focusing on building dynamic and…Next.js App Router PatternsMaster Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data…Deal deskUse when reviewing a specific inbound deal before close — when sales has asked for a discount that exceeds…SAAS scaffolderGenerates complete, production-ready SaaS project boilerplate including authentication, database schemas…Senior frontendFrontend development skill for React, Next.js, TypeScript, and Tailwind CSS applications. Use when building…CLI developerUse this agent when building command-line tools and terminal applications that require intuitive command…Elixir expertUse this agent when you need to build fault-tolerant, concurrent systems leveraging OTP patterns, GenServer…Nextjs developerUse this agent when building production Next.js 14+ applications that require full-stack development with…Websocket engineerUse this agent when implementing real-time bidirectional communication features using WebSockets, Socket.IO…
Wordpress masterUse this agent when you need to architect, optimize, or troubleshoot WordPress implementations ranging from…wordpressOperate connected WordPress sites through the NotFair MCP. Use for WordPress content, posts, pages, media…WordpressOperate connected WordPress sites through the NotFair MCP. Use for WordPress content, posts, pages, media…
Next.js on CloudflareBuild, migrate, and deploy Next.js apps on Cloudflare Workers with vinext. Use when starting a Next.js…Rendering strategiesWhen the user wants to choose or optimize rendering strategy for SEO. Also use when the user mentions "SSR,"…/digital-marketing-pro:publish-blogPublish a blog post to WordPress or Webflow with SEO metadata, approval-gated. "publish this post to…Inbound triageDesign inbound lead triage workflows — demo form qualification, MQL to SQL routing, automated enrichment on…Mobile apps
`expo-overview` — router & shared rules for Expo / EASEntry point and router for every Expo or EAS task. Load this skill first — before writing code and before…Add an App Clip to an Expo AppAdd an iOS App Clip target to an Expo app. Use when the user mentions App Clip, AASA…App Store DeploymentBuild and submit iOS and Android apps with EAS to TestFlight, the App Store, or Google Play. Supports Expo…
Designing with SleekUse when the user wants to design a mobile app or UI screens, when they mention their Sleek (sleek.design)…
Build an advanced music app for androidCreate an advanced music app for Android with features similar to Blooome.Mobile app builderAct as an expert mobile application developer with mastery of iOS, Android, and cross-platform development…Building Animations in ExpoBuild animations in React Native and Expo, making the decisions in the order that determines whether they…
Write swiftHow to write modern Swift well — modeling with value types, Swift 6 data-race safety and approachable…React native architectureBuild production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform…React native designMaster React Native styling, navigation, and Reanimated animations for cross-platform mobile development…
Flutter expertUse when building cross-platform mobile applications with Flutter 3+ that require custom UI implementation…
Kotlin specialistUse when building Kotlin applications requiring advanced coroutine patterns, multiplatform code sharing, or…Mobile app developerUse this agent when developing iOS and Android mobile applications with focus on native or cross-platform…Mobile developerUse this agent when building cross-platform mobile applications requiring native performance optimization…Swift expertUse this agent when building native iOS, macOS, or server-side Swift applications requiring advanced…Eas observeUse for anything related to EAS Observe - adding expo-observe to an Expo project (AppMetricsRoot/ObserveRoot…Expo brownfieldIntegrate Expo and React Native into an existing native iOS or Android app. Use for brownfield, embedding a…Expo Design SystemsBuild and maintain a design system inside an Expo app - a reusable theme of design tokens (color, spacing…Expo dev clientBuild and distribute Expo development clients locally or via TestFlight for internal testing. For production…Expo domUse Expo DOM components to run web code in a webview on native and as-is on web. Migrate web code to native…Expo examplesExpo's official example projects - the expo/examples repo of ~70 with-* integrations (Stripe, Clerk…Expo NetworkingUse when implementing or debugging ANY network request, API call, or data fetching. Covers fetch API, React…Expo project structureFolder structure for a new Expo app. Use when scaffolding or laying out a new Expo project with Expo Router…Expo Router NavigationNavigation and routing for Expo Router. Covers file-based routes, groups and dynamic routes, folder…Expo UI (`@expo/ui`)Build native UI with the @expo/ui package: real SwiftUI on iOS and Jetpack Compose on Android. Default to…Expo upgradeGuidelines for upgrading Expo SDK versions and fixing dependency issuesMigrate an Expo ModuleMigrate an existing Apple/Swift Expo native module from the Expo Modules API 1.0 definition DSL to the 2.0…Web to NativeMigrate an existing web React app to a native iOS/Android app with Expo. Use when the user wants to turn a…Writing Expo ModulesGuide for creating and writing Expo native modules and views using the Expo Modules API (Swift, Kotlin…
Ios app icons| 1024 × 1024px | App Store |Flutter Testing StandardsWrite unit, widget, and integration tests with robot patterns, widget keys, and Patrol in Flutter. Use when…React native testingTest React Native components with Jest and React Native Testing Library. Use when writing Jest or React…Swift Testing StandardsWrite XCTest cases, async tests, and organized test suites in Swift. Use when writing XCTest cases, async…Services & APIs
API and interface designGuides stable API and interface design. Use when designing APIs, module boundaries, or any public interface…Context7Pulls up-to-date, version-specific library docs and code examples into the prompt so the AI stops inventing…Context7 Documentation LookupFetch up-to-date documentation and code examples for any library, framework, SDK, CLI tool, or cloud…Adaptyv Bio Foundry APIHow to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results…
.NET Backend Development PatternsMaster C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise…
Gemini Interactions API SkillGuides the usage of Gemini Interactions API on Gemini Enterprise Agent Platform. Use when the user wants to…Gemini Notebook AutomationInstall, authenticate, troubleshoot, and operate Gemini Notebook through the notebooklm-py CLI or typed…Serply web searchSearch Google, Bing, Google News and Google Scholar, and read public pages, through the Serply MCP server…Cloudflare Agents SDKBuild, debug, or review Cloudflare Agents SDK applications using the agents package.Designing apisDesigns REST and GraphQL APIs including endpoints, error handling, versioning, and documentation. Use when…Game assets with falGenerate game assets with fal (fal.ai) through the fal MCP server, the um fal CLI (REST) or fal api. Covers…
Amazon location serviceIntegrates Amazon Location Service APIs for AWS applications. Use this skill when users want to add maps…YutuThe AI-powered toolkit that grows your YouTube channel on autopilot.Vibe checkTurn a complete beginner's app idea into a buildable plan, then keep them oriented while they build. Use it…Find a reverse-engineered toolFind an open-source, reverse-engineered tool for a closed app, API, device, protocol, file format or game…ZenbrainDynamic agent memory for LLM agents: 7 neuroscience-inspired layers (working, episodic, semantic…Caption a finished videoBurn timed, styled captions into a finished video on the local machine, without re-rendering the source…Claude APIReference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents…Add AI protectionProtect AI chat and completion endpoints from abuse — detect prompt injection and jailbreak attempts, block…Backend architectAct as a master backend architect with expertise in designing scalable, secure, and maintainable server-side…Build a DDQN Snake Game with TensorFlow.js in a Single HTML FileCreate a Deep Q-Network (DQN) based Snake game using TensorFlow.js with the latest API, implemented in a…
Django unit test generator for viewsetsGenerates unit tests for a given Django Viewset, including CRUD operations and edge cases.Manufacturing workflow optimization with or toolsGenerate backend and frontend code in .NET and Angular for optimizing manufacturing workflows using OR-Tools.Documentation LookupRetrieves up-to-date documentation, API references, and code examples for any developer technology. Use this…Benchling integrationBenchling Python SDK and REST API integration for registry entities, inventory, ELN entries, workflows…ESM: Evolutionary Scale ModelingUse when working directly with the esm Python SDK, ESM3 or ESMC model IDs, Forge/Biohub inference clients…Genomic Intelligence — DNA Sequence ModelsPredict regulatory features, gene structure, and expression directly from DNA sequence using Genomic…Imaging data commonsQuery and download public cancer imaging data from NCI Imaging Data Commons. Invoke for any question about…LabArchives IntegrationSecurely integrate with the official LabArchives ELN REST-like API and Inventory API v1. Use for regional…Latchbio integrationBuild, register, debug, and operate bioinformatics workflows on Latch using the Python SDK, CLI, Latch Data…Paperclip CLISearch and read full-text biomedical papers, FDA/PMDA/EMA regulatory documents, clinical trial registries…protocols.io IntegrationRead, validate, and safely export protocols.io data with current official REST/MCP contracts, or create…Tamarind BioAccess a collection of open-source molecular design and structural biology tools on the Tamarind Bio…U.S. Treasury Fiscal Data APIQuery the U.S. Treasury Fiscal Data REST API for federal financial data. No API key required. Use for…API design principlesMaster REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that…Authentication & Authorization Implementation PatternsMaster authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to…
FastAPI Project TemplatesCreate production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error…Istio traffic managementConfigure Istio traffic management including routing, load balancing, circuit breakers, and canary…Linkerd patternsImplement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when…Multi reviewer patternsCoordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity…
Node.js Backend PatternsBuild production-ready Node.js backend services with Express/Fastify, implementing middleware patterns…Saga orchestrationImplement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when…Task coordination strategiesDecompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task…AI wrapper productExpert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay…Frontend to backend requirementsDocument frontend data needs for backend developers. Use when frontend needs to communicate API requirements…Luma imagegenUse when the user asks to generate images via the Luma AI API (Dream Machine / Photon); collects a prompt…Technical researcherUse this agent when you need to analyze code repositories, technical documentation, implementation details…
Telegram bot builderExpert in building Telegram bots that solve real problems - from simple automation to complex AI-powered…Telegram mini appExpert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience…Twilio communicationsBuild communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user…
X twitter scraperX API & Twitter scraper skill for AI coding agents. Builds integrations with the Xquik REST API, MCP server…X twitter scraperUse when the user wants to integrate with the X (Twitter) API via Xquik to search tweets, look up user…/si:remember — Save Knowledge ExplicitlyExplicitly save important knowledge to auto-memory with timestamp and context. Use when a discovery is too…API design reviewerComprehensive REST API design review with automated linting, breaking-change detection, and design…API test suite builderUse when the user asks to generate API tests, create integration test suites, test REST endpoints, or build…Code → PRD: Reverse-Engineer Any Codebase into Product RequirementsReverse-engineer any codebase into a complete Product Requirements Document (PRD). Analyzes routes…Senior Backend EngineerDesigns and implements backend systems including REST APIs, microservices, database architectures…Senior fullstackFullstack development toolkit with project scaffolding for Next.js, FastAPI, MERN, and Django stacks, code…
Stripe integration expertProduction-grade Stripe integrations: subscriptions with trials and proration, one-time payments…Universal scraping architectUse for web scraping, crawling, document extraction, API parsing, or building validation-heavy data…API designerUse this agent when designing new APIs, creating API specifications, or refactoring existing API…API documenterUse this agent when creating or improving API documentation, writing OpenAPI specifications, building…Csharp developerUse this agent when building ASP.NET Core web APIs, cloud-native .NET solutions, or modern C# applications…Django developerUse when building Django 4+ web applications, REST APIs, or modernizing existing Django projects with async…Dotnet core expertUse when building .NET Core applications requiring cloud-native architecture, high-performance…Fintech engineerUse when building payment systems, financial integrations, or compliance-heavy financial applications that…Fullstack developerUse this agent when you need to build complete features spanning database, API, and frontend layers together…
Graphql architectUse this agent when designing or evolving GraphQL schemas across microservices, implementing federation…
Rails expertUse when building or modernizing Rails applications requiring API development, Hotwire reactivity, real-time…
Slack expertUse this agent when developing Slack applications, implementing Slack API integrations, or reviewing Slack…Spring boot engineerUse this agent when building enterprise Spring Boot 3+ applications requiring microservices architecture…Technical writerUse this agent when you need to create, improve, or maintain technical documentation including API…InterceptorReal Chrome/Brave + macOS Computer Use from inside the browser — zero CDP fingerprint, real sessions…Lark EventsLark/Feishu real-time event listening / subscribing / consuming: stream events as NDJSON via lark-cli event…Migrate stable → Sandbox SDK 1.0 preview (`@next`)Migrate Cloudflare Sandbox apps from stable @cloudflare/sandbox to @cloudflare/sandbox@next (SDK 1.0…Sandbox SDK — `@next` (1.0 preview)Build or maintain Cloudflare Sandbox apps on @cloudflare/sandbox@next (SDK 1.0 preview). Use…Sandbox SDK — stable packageBuild or maintain Cloudflare Sandbox apps on the stable @cloudflare/sandbox package. Use sandbox-next for…Eas hostingDeploy Expo websites and Expo Router API routes to EAS Hosting - export the web bundle, run eas deploy for…
Scrapecreators API-API Reference, Docstrings, and CLI HelpReference material is descriptive, complete, and formulaic on purpose. Readers arrive at a reference entry…Blog Discourse: Real Discourse Research, API-FreeResearch what people are actually saying about a topic in the last 30 days across Reddit, X / Twitter…
Blog Google: Google API Data for Blog PerformanceGoogle API integration for blog performance: PageSpeed Insights, CrUX Core Web Vitals with 25-week history…Entra app registrationGuides Microsoft Entra ID app registration, OAuth 2.0 authentication, and MSAL integration. USE FOR: create…Azure Messaging SDK TroubleshootingTroubleshoot and resolve issues with Azure Messaging SDKs for Event Hubs and Service Bus. Covers connection…
Microsoft Entra Agent IDProvision Microsoft Entra Agent Identity Blueprints, BlueprintPrincipals, and per-instance Agent Identities…Security patternsImplements authentication, authorization, encryption, secrets management, and security hardening patterns…API Docs Writer SkillWrite clear, developer-facing API documentation. Use when asked to document an API endpoint, write API…API Versioning Strategy: [Service Name]Write an API versioning strategy document for a service or API platform. Use when asked to define versioning…Andi Search - Intelligent Web SearchFast, high-quality web search with intelligent ranking and instant answersAPI Tester - Test Any API EndpointTest and document API endpoints - validate responses, check status, generate examplesDemo builderBuilds personalized demo assets for top prospects using the founder's product API/MCP/SDK. Researches…Didit - Identity Verification APIIdentity verification via phone/email OTP and AML screening using Didit APIDome - Prediction Markets APIPrediction markets data - Polymarket, Kalshi markets, prices, positions, and tradesExa - Neural Web Search & ResearchNeural web search - find similar content, extract pages, and run deep researchFind skillFind and install skills from the Orthogonal skill library. Use when you need capabilities you don't have…Image Analyzer - AI Image AnalysisAnalyze images with AI - extract text, describe content, detect objectsJina Search - Web Search APIJina Search - fast web search returning SERP resultsLinkup - Web Search & Fetch APIWeb search and content fetching - search the web or extract content from URLsNyne - Intelligence & Enrichment APIIntelligence and enrichment - person and company data, social profiles, events, and fundingParallel - Web Research APIWeb research API with OpenAI-compatible chat completions and async tasksPDF Processor - Extract Data from PDFsProcess PDFs - extract text, tables, and structured data from documents
Perplexity - AI Search & ChatPerplexity AI search and chat completions with real-time web dataPhone verificationVerify phone numbers using SMS one-time codes via the Didit API. Use when you need to confirm a user owns a…Precip - Hyperlocal Weather Data APIHyperlocal weather data - precipitation, temperature, wind, soil moisture and morePrediction market oddsGet prediction market odds and prices from Polymarket and KalshiSearch — General-Purpose Web & Platform SearchSearch the web, platforms, and datasets. Use when asked to search, find, look up, research, or discover…Send Text MessageSend SMS text messages to phone numbers. Use when the user asks to send a text, send an SMS, text someone…Tavily - AI Search & Research APIAI-powered web search, crawling, extraction, and deep researchWeatherGet current weather and forecasts using free APIs (no API key required). Use when asked about weather…Web archive scraperSearch the Wayback Machine for archived versions of websites. Extract cached pages, customer lists…Derive an API client from a recorded sessionReverse-engineer a website's internal API by recording browser traffic into a HAR file, then generate a…
Youtube APIUse when YouTube data is needed without Google API quotas or OAuth setup: transcripts, video metadata…Youtube dataUse when structured YouTube data is needed: pasted video/channel/playlist links, transcripts for analysis…
Google maps list builderScrape Google Maps for local businesses by category and location, output CSV ready for cold email…Prospeo full exportExport your entire Prospeo people search to CSV. Build filters in Prospeo's UI, then use this skill to…Prospeo search APIThis skill should be used when searching for people/leads using the Prospeo Search Person API. It provides…Smartlead APISmartlead API endpoint reference and patterns. Use for any Smartlead campaign, lead, email account…Feishu larkSend messages and interactive cards to Feishu (飞书) and Lark channels via webhooks or Bot API. Create…Slack botSend messages and rich content to Slack channels via webhooks or Bot API. Use Block Kit for formatted…
GA4 Data APIRead Google Analytics 4 reporting data through the GA4 Data API. Use for explicit GA4 property metadata…last30days: Research Any Topic from the Last 30 DaysResearch any topic from the last 30 days on Reddit + X + Web, synthesize findings, and write…Salesforce SkillQuery and manage Salesforce CRM data via the Salesforce CLI (sf). Run SOQL/SOSL queries, inspect object…
SE Ranking API Integration ArchitectSE Ranking API integration architect. Covers the whole SE Ranking surface — the Data API (keyword research…
Mailchimp Integration SkillUse when integrating with Mailchimp for audience management, campaigns, and automation. Handles API key…Stripe Payments SkillCreate Stripe checkout sessions, payment links, invoices, and customers via Stripe REST API. Use when…ZooData — Commerce Data Infrastructure for AI AgentsAPI endpoint reference for ZooData's Amazon commerce and keyword-intelligence surfaces, including…API enrichmentBuild API-first enrichment pipelines — provider selection, batching, retries, rate limits, idempotency…Developer GTM (Selling to Developers)Build a developer go-to-market motion the way Vercel, Stripe, and Twilio do — open-source/framework…Publish pipelinePublishes approved marketing content: packages finished posts and asset references into JSON and sends them…Youtube publisherUpload videos to YouTube (single video or a numbered series), set titles + descriptions + custom thumbnails…
Novoads Claymation AdBuilds a hand-sculpted stop-motion CLAY ad on the Novoads REST API as a STORYBOARD: five to eight beats…Novoads REST APIGenerate AI video ads and image ads through the Novoads REST API (api.novoads.ai). Use when the user wants a…Developer Marketing OperationsDeveloper marketing and developer relations for B2B SaaS with technical audiences. Use this skill when the…
Meta Ads Pixel & Conversions APISet up and troubleshoot Meta Pixel and Conversions API (CAPI) tracking, including deduplication and event…
.NET Backend Development PatternsMaster C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise…Gemini Interactions API SkillGuides the usage of Gemini Interactions API on Gemini Enterprise Agent Platform. Use when the user wants to…Gemini Notebook AutomationInstall, authenticate, troubleshoot, and operate Gemini Notebook through the notebooklm-py CLI or typed…Serply web searchSearch Google, Bing, Google News and Google Scholar, and read public pages, through the Serply MCP server…Cloudflare Agents SDKBuild, debug, or review Cloudflare Agents SDK applications using the agents package.Designing apisDesigns REST and GraphQL APIs including endpoints, error handling, versioning, and documentation. Use when…Game assets with falGenerate game assets with fal (fal.ai) through the fal MCP server, the um fal CLI (REST) or fal api. Covers…Amazon location serviceIntegrates Amazon Location Service APIs for AWS applications. Use this skill when users want to add maps…YutuThe AI-powered toolkit that grows your YouTube channel on autopilot.Vibe checkTurn a complete beginner's app idea into a buildable plan, then keep them oriented while they build. Use it…Find a reverse-engineered toolFind an open-source, reverse-engineered tool for a closed app, API, device, protocol, file format or game…ZenbrainDynamic agent memory for LLM agents: 7 neuroscience-inspired layers (working, episodic, semantic…Caption a finished videoBurn timed, styled captions into a finished video on the local machine, without re-rendering the source…Claude APIReference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents…Add AI protectionProtect AI chat and completion endpoints from abuse — detect prompt injection and jailbreak attempts, block…Backend architectAct as a master backend architect with expertise in designing scalable, secure, and maintainable server-side…Build a DDQN Snake Game with TensorFlow.js in a Single HTML FileCreate a Deep Q-Network (DQN) based Snake game using TensorFlow.js with the latest API, implemented in a…Django unit test generator for viewsetsGenerates unit tests for a given Django Viewset, including CRUD operations and edge cases.Manufacturing workflow optimization with or toolsGenerate backend and frontend code in .NET and Angular for optimizing manufacturing workflows using OR-Tools.Documentation LookupRetrieves up-to-date documentation, API references, and code examples for any developer technology. Use this…Benchling integrationBenchling Python SDK and REST API integration for registry entities, inventory, ELN entries, workflows…ESM: Evolutionary Scale ModelingUse when working directly with the esm Python SDK, ESM3 or ESMC model IDs, Forge/Biohub inference clients…Genomic Intelligence — DNA Sequence ModelsPredict regulatory features, gene structure, and expression directly from DNA sequence using Genomic…Imaging data commonsQuery and download public cancer imaging data from NCI Imaging Data Commons. Invoke for any question about…LabArchives IntegrationSecurely integrate with the official LabArchives ELN REST-like API and Inventory API v1. Use for regional…Latchbio integrationBuild, register, debug, and operate bioinformatics workflows on Latch using the Python SDK, CLI, Latch Data…Paperclip CLISearch and read full-text biomedical papers, FDA/PMDA/EMA regulatory documents, clinical trial registries…protocols.io IntegrationRead, validate, and safely export protocols.io data with current official REST/MCP contracts, or create…Tamarind BioAccess a collection of open-source molecular design and structural biology tools on the Tamarind Bio…U.S. Treasury Fiscal Data APIQuery the U.S. Treasury Fiscal Data REST API for federal financial data. No API key required. Use for…API design principlesMaster REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that…Authentication & Authorization Implementation PatternsMaster authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to…FastAPI Project TemplatesCreate production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error…Istio traffic managementConfigure Istio traffic management including routing, load balancing, circuit breakers, and canary…Linkerd patternsImplement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when…Multi reviewer patternsCoordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity…Node.js Backend PatternsBuild production-ready Node.js backend services with Express/Fastify, implementing middleware patterns…Saga orchestrationImplement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when…Task coordination strategiesDecompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task…AI wrapper productExpert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay…Frontend to backend requirementsDocument frontend data needs for backend developers. Use when frontend needs to communicate API requirements…Luma imagegenUse when the user asks to generate images via the Luma AI API (Dream Machine / Photon); collects a prompt…Technical researcherUse this agent when you need to analyze code repositories, technical documentation, implementation details…Telegram bot builderExpert in building Telegram bots that solve real problems - from simple automation to complex AI-powered…Telegram mini appExpert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience…Twilio communicationsBuild communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user…X twitter scraperX API & Twitter scraper skill for AI coding agents. Builds integrations with the Xquik REST API, MCP server…X twitter scraperUse when the user wants to integrate with the X (Twitter) API via Xquik to search tweets, look up user…/si:remember — Save Knowledge ExplicitlyExplicitly save important knowledge to auto-memory with timestamp and context. Use when a discovery is too…API design reviewerComprehensive REST API design review with automated linting, breaking-change detection, and design…API test suite builderUse when the user asks to generate API tests, create integration test suites, test REST endpoints, or build…Code → PRD: Reverse-Engineer Any Codebase into Product RequirementsReverse-engineer any codebase into a complete Product Requirements Document (PRD). Analyzes routes…Senior Backend EngineerDesigns and implements backend systems including REST APIs, microservices, database architectures…Senior fullstackFullstack development toolkit with project scaffolding for Next.js, FastAPI, MERN, and Django stacks, code…Stripe integration expertProduction-grade Stripe integrations: subscriptions with trials and proration, one-time payments…Universal scraping architectUse for web scraping, crawling, document extraction, API parsing, or building validation-heavy data…API designerUse this agent when designing new APIs, creating API specifications, or refactoring existing API…API documenterUse this agent when creating or improving API documentation, writing OpenAPI specifications, building…Csharp developerUse this agent when building ASP.NET Core web APIs, cloud-native .NET solutions, or modern C# applications…Django developerUse when building Django 4+ web applications, REST APIs, or modernizing existing Django projects with async…Dotnet core expertUse when building .NET Core applications requiring cloud-native architecture, high-performance…Fintech engineerUse when building payment systems, financial integrations, or compliance-heavy financial applications that…Fullstack developerUse this agent when you need to build complete features spanning database, API, and frontend layers together…Graphql architectUse this agent when designing or evolving GraphQL schemas across microservices, implementing federation…Rails expertUse when building or modernizing Rails applications requiring API development, Hotwire reactivity, real-time…Slack expertUse this agent when developing Slack applications, implementing Slack API integrations, or reviewing Slack…Spring boot engineerUse this agent when building enterprise Spring Boot 3+ applications requiring microservices architecture…Technical writerUse this agent when you need to create, improve, or maintain technical documentation including API…InterceptorReal Chrome/Brave + macOS Computer Use from inside the browser — zero CDP fingerprint, real sessions…Lark EventsLark/Feishu real-time event listening / subscribing / consuming: stream events as NDJSON via lark-cli event…Migrate stable → Sandbox SDK 1.0 preview (`@next`)Migrate Cloudflare Sandbox apps from stable @cloudflare/sandbox to @cloudflare/sandbox@next (SDK 1.0…Sandbox SDK — `@next` (1.0 preview)Build or maintain Cloudflare Sandbox apps on @cloudflare/sandbox@next (SDK 1.0 preview). Use…Sandbox SDK — stable packageBuild or maintain Cloudflare Sandbox apps on the stable @cloudflare/sandbox package. Use sandbox-next for…Eas hostingDeploy Expo websites and Expo Router API routes to EAS Hosting - export the web bundle, run eas deploy for…Scrapecreators API-API Reference, Docstrings, and CLI HelpReference material is descriptive, complete, and formulaic on purpose. Readers arrive at a reference entry…Blog Discourse: Real Discourse Research, API-FreeResearch what people are actually saying about a topic in the last 30 days across Reddit, X / Twitter…Blog Google: Google API Data for Blog PerformanceGoogle API integration for blog performance: PageSpeed Insights, CrUX Core Web Vitals with 25-week history…Entra app registrationGuides Microsoft Entra ID app registration, OAuth 2.0 authentication, and MSAL integration. USE FOR: create…Azure Messaging SDK TroubleshootingTroubleshoot and resolve issues with Azure Messaging SDKs for Event Hubs and Service Bus. Covers connection…Microsoft Entra Agent IDProvision Microsoft Entra Agent Identity Blueprints, BlueprintPrincipals, and per-instance Agent Identities…Security patternsImplements authentication, authorization, encryption, secrets management, and security hardening patterns…API Docs Writer SkillWrite clear, developer-facing API documentation. Use when asked to document an API endpoint, write API…API Versioning Strategy: [Service Name]Write an API versioning strategy document for a service or API platform. Use when asked to define versioning…Andi Search - Intelligent Web SearchFast, high-quality web search with intelligent ranking and instant answersAPI Tester - Test Any API EndpointTest and document API endpoints - validate responses, check status, generate examplesDemo builderBuilds personalized demo assets for top prospects using the founder's product API/MCP/SDK. Researches…Didit - Identity Verification APIIdentity verification via phone/email OTP and AML screening using Didit APIDome - Prediction Markets APIPrediction markets data - Polymarket, Kalshi markets, prices, positions, and tradesExa - Neural Web Search & ResearchNeural web search - find similar content, extract pages, and run deep researchFind skillFind and install skills from the Orthogonal skill library. Use when you need capabilities you don't have…Image Analyzer - AI Image AnalysisAnalyze images with AI - extract text, describe content, detect objectsJina Search - Web Search APIJina Search - fast web search returning SERP resultsLinkup - Web Search & Fetch APIWeb search and content fetching - search the web or extract content from URLsNyne - Intelligence & Enrichment APIIntelligence and enrichment - person and company data, social profiles, events, and fundingParallel - Web Research APIWeb research API with OpenAI-compatible chat completions and async tasksPDF Processor - Extract Data from PDFsProcess PDFs - extract text, tables, and structured data from documentsPerplexity - AI Search & ChatPerplexity AI search and chat completions with real-time web dataPhone verificationVerify phone numbers using SMS one-time codes via the Didit API. Use when you need to confirm a user owns a…Precip - Hyperlocal Weather Data APIHyperlocal weather data - precipitation, temperature, wind, soil moisture and morePrediction market oddsGet prediction market odds and prices from Polymarket and KalshiSearch — General-Purpose Web & Platform SearchSearch the web, platforms, and datasets. Use when asked to search, find, look up, research, or discover…Send Text MessageSend SMS text messages to phone numbers. Use when the user asks to send a text, send an SMS, text someone…Tavily - AI Search & Research APIAI-powered web search, crawling, extraction, and deep researchWeatherGet current weather and forecasts using free APIs (no API key required). Use when asked about weather…Web archive scraperSearch the Wayback Machine for archived versions of websites. Extract cached pages, customer lists…Derive an API client from a recorded sessionReverse-engineer a website's internal API by recording browser traffic into a HAR file, then generate a…Youtube APIUse when YouTube data is needed without Google API quotas or OAuth setup: transcripts, video metadata…Youtube dataUse when structured YouTube data is needed: pasted video/channel/playlist links, transcripts for analysis…Google maps list builderScrape Google Maps for local businesses by category and location, output CSV ready for cold email…Prospeo full exportExport your entire Prospeo people search to CSV. Build filters in Prospeo's UI, then use this skill to…Prospeo search APIThis skill should be used when searching for people/leads using the Prospeo Search Person API. It provides…Smartlead APISmartlead API endpoint reference and patterns. Use for any Smartlead campaign, lead, email account…Feishu larkSend messages and interactive cards to Feishu (飞书) and Lark channels via webhooks or Bot API. Create…Slack botSend messages and rich content to Slack channels via webhooks or Bot API. Use Block Kit for formatted…GA4 Data APIRead Google Analytics 4 reporting data through the GA4 Data API. Use for explicit GA4 property metadata…last30days: Research Any Topic from the Last 30 DaysResearch any topic from the last 30 days on Reddit + X + Web, synthesize findings, and write…Salesforce SkillQuery and manage Salesforce CRM data via the Salesforce CLI (sf). Run SOQL/SOSL queries, inspect object…SE Ranking API Integration ArchitectSE Ranking API integration architect. Covers the whole SE Ranking surface — the Data API (keyword research…Mailchimp Integration SkillUse when integrating with Mailchimp for audience management, campaigns, and automation. Handles API key…Stripe Payments SkillCreate Stripe checkout sessions, payment links, invoices, and customers via Stripe REST API. Use when…ZooData — Commerce Data Infrastructure for AI AgentsAPI endpoint reference for ZooData's Amazon commerce and keyword-intelligence surfaces, including…API enrichmentBuild API-first enrichment pipelines — provider selection, batching, retries, rate limits, idempotency…Developer GTM (Selling to Developers)Build a developer go-to-market motion the way Vercel, Stripe, and Twilio do — open-source/framework…Publish pipelinePublishes approved marketing content: packages finished posts and asset references into JSON and sends them…Youtube publisherUpload videos to YouTube (single video or a numbered series), set titles + descriptions + custom thumbnails…Novoads Claymation AdBuilds a hand-sculpted stop-motion CLAY ad on the Novoads REST API as a STORYBOARD: five to eight beats…Novoads REST APIGenerate AI video ads and image ads through the Novoads REST API (api.novoads.ai). Use when the user wants a…Developer Marketing OperationsDeveloper marketing and developer relations for B2B SaaS with technical audiences. Use this skill when the…Meta Ads Pixel & Conversions APISet up and troubleshoot Meta Pixel and Conversions API (CAPI) tracking, including deduplication and event…Jobs & queues
Advisor orchestrator workerUse when a task is too large for one model pass, needs parallel research or generation across many subtasks…CCS Align — Worker Watch seat (Phases 0–2 shipped; Phase 3 = verify / sign-off)Run the CCS Align seat's hourly breathing cycle — prove the local claude-mem worker is healthy, pull needle…Catchup — Async-Team Return BriefingSummarize and review what changed while you were away. Use after a weekend, vacation, or flight to check…
Async python patternsMaster Python asyncio, concurrent programming, and async/await patterns for high-performance applications…Go concurrency patternsMaster Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent…Microservices patternsDesign microservices architectures with service boundaries, event-driven communication, and resilience…
Modern javascript patternsMaster ES6+ features including async/await, destructuring, spread operators, arrow functions, promises…Python Background Jobs & Task QueuesPython background job patterns including task queues, workers, and event-driven architecture. Use when…Python Resilience PatternsPython resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant…
Rust async patternsMaster Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when…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…/loopify — Set up an agent loopWhen you want to set up an agent loop, cron-scheduled task, or recurring workflow that runs autonomously…Rymac call funnelBuilds the conversion plumbing that turns site traffic into scheduled calls: chat scheduler, AI voice agent…
Async python patternsMaster Python asyncio, concurrent programming, and async/await patterns for high-performance applications…Go concurrency patternsMaster Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent…Microservices patternsDesign microservices architectures with service boundaries, event-driven communication, and resilience…Modern javascript patternsMaster ES6+ features including async/await, destructuring, spread operators, arrow functions, promises…Python Background Jobs & Task QueuesPython background job patterns including task queues, workers, and event-driven architecture. Use when…Python Resilience PatternsPython resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant…Rust async patternsMaster Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when…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…/loopify — Set up an agent loopWhen you want to set up an agent loop, cron-scheduled task, or recurring workflow that runs autonomously…Rymac call funnelBuilds the conversion plumbing that turns site traffic into scheduled calls: chat scheduler, AI voice agent…Language patterns
The idioms of one language: Python, Rust, Bash, Go.
Xberg Document ExtractionExtract text, tables, metadata, and images from 107 document formats (PDF, Office, images, HTML, email…Code migrationMove code from one implementation to another function by function, tests first and code second, and check…Ahrefs pythonManages Ahrefs API usage in Python using ahrefs-python library. Use when working with SEO / marketing…adeuDocx LLM translator. Projects .docx office files to Markdown for editing. Projects edits back to OOXML as…Amazon White-Background Main Image · 亚马逊白底主图Create an Amazon-compliant white-background main image (pure #FFFFFF background, product fills ≥85% of the…
Sendmux sdkOfficial monorepo of SDKs, CLI, and MCP servers for Sendmux email APIs across TypeScript, Python, Go, PHP…Testivai ossLocal-first visual regression testing for Playwright, Selenium, WebdriverIO, Python, Java and Ruby. Every…Competitive programming assistantA competitive programming assistant that helps you write efficient and clean code .Customizable web template for company brandingCreate a flexible web template with customizable frontend and backend for different company brands, allowing…
Echoes of the rust ageTwo survivors navigate a treacherous landscape composed entirely of discarded technology and rusted metal.Master Prompt Architect & Context EngineerAct as a Master Prompt Architect & Context Engineer to transform user requests into optimized, error-free…Pomodoro timerCreate a comprehensive pomodoro timer appPredictive eye tracking heatmap generatorAnalyze UI screenshots with cognitive science rules. Simulate user eye movements based on NN g research…Python Code Generator — Clean, Optimized & Production-ReadyA structured prompt for generating clean, production-ready Python code from scratch. Follows a…Python Code Performance & Quality EnhancerA structured prompt for reviewing and enhancing Python code across four dimensions — documentation quality…Second opinionSecond Opinion from Codex and Gemini CLI for Claude CodeWeb designI want you to act as a web design consultant.Source driven developmentGrounds every implementation decision in official documentation. Use when you want to verify an approach…Ruview hardware setupESP32-S3 / ESP32-C6 firmware build, flash, WiFi provisioning, and serial monitoring for RuView CSI sensing…GeomasterComprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for…GeopandasGuidance and local audit tools for Python workflows that directly use GeoPandas GeoSeries, GeoDataFrame…GPU Optimization for Python with NVIDIAGPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster. Use…GtarsUse Gtars for local genomic interval models and set algebra, overlaps and counts, consensus and coverage…MATLAB and GNU OctaveBuild, review, migrate, and safely plan MATLAB or GNU Octave numerical workflows, including arrays…ModalModal is a serverless cloud platform for running Python on demand, including on-demand GPUs. Use when…PolarsHigh-performance DataFrame library for Python ETL, analytics, and pandas migration. Use for expression-based…Pymoo - Multi-Objective Optimization in PythonMulti-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling…
PyTorch Geometric (PyG)PyTorch Geometric (PyG) for graph neural networks — node/link/graph classification, message passing (GCN…Scikit learnMachine learning in Python with scikit-learn. Use when working with supervised learning (classification…Stable baselines3Production-ready reinforcement learning algorithms (PPO, SAC, DQN, TD3, DDPG, A2C) with scikit-learn-like…SymPy - Symbolic Mathematics in PythonUse when you need exact symbolic math in Python — algebra, calculus, equation solving, symbolic linear…Zarr pythonChunked N-D arrays for cloud storage (Zarr-Python 3). Compressed arrays, parallel I/O, S3/GCS via fsspec…Bazel build optimizationOptimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution…Helm chart scaffoldingDesign, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable…Memory safety patternsImplement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust…Python Anti-Patterns ChecklistUse this skill when reviewing Python code for common anti-patterns to avoid. Use as a checklist when…Python Configuration ManagementPython configuration management via environment variables and typed settings. Use when externalizing config…Python design patternsPython design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over…Python packagingCreate distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing…Python resource managementPython resource management with context managers, cleanup patterns, and streaming. Use when managing…Python type safetyPython type safety with type hints, generics, protocols, and strict type checking. Use when adding type…
Typescript advanced typesMaster TypeScript's advanced type system including generics, conditional types, mapped types, template…Uv package managerMaster the uv package manager for fast Python dependency management, virtual environments, and modern Python…Slack bot builderBuild Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich…/ar:run — Single Experiment IterationRun a single experiment iteration. Edit the target file, evaluate, keep or discard. Use when the user runs…/ar:setup — Create New ExperimentSet up a new autoresearch experiment interactively. Collects domain, target file, eval command, metric…/hub:board — Message BoardRead, write, and browse the AgentHub message board for agent coordination. Use when the user runs /hub:board…/hub:hub-init — Create New SessionCreate a new AgentHub collaboration session with task, agent count, and evaluation criteria. Use when the…/hub:run — One-Shot LifecycleOne-shot lifecycle command that chains init → baseline → spawn → eval → merge in a single invocation. Use…Code reviewerCode review automation for TypeScript, JavaScript, Python, Go, Swift, Kotlin, C#, .NET, Java, C, C++, Rust…Full page screenshotUse when the user asks to capture a full-page screenshot, long screenshot, or complete page capture of a web…Migrate to PlaywrightMigrate from Cypress or Selenium to Playwright. Use when user mentions cypress", "selenium", "migrate…Skill testerValidate, test, and score the quality of skills within the claude-skills ecosystem. Comprehensive…
Golang proUse when building Go applications requiring concurrent programming, high-performance systems, microservices…Java architectUse this agent when designing enterprise Java architectures, migrating Spring Boot applications, or…Javascript proUse this agent when you need to build, optimize, or refactor modern JavaScript code for browser, Node.js, or…
Laravel specialistUse when building Laravel 10+ applications, architecting Eloquent models with complex relationships…
Php proUse this agent when working with PHP 8.3+ projects that require strict typing, modern language features, and…Python proUse this agent when you need to build type-safe, production-ready Python code for web APIs, system…Rust engineerUse when building Rust systems where memory safety, ownership patterns, zero-cost abstractions, and…Typescript proUse when implementing TypeScript code requiring advanced type system patterns, complex generics, type-level…Packaging youtube thumbnailsUse when a user supplies new video content or a channel and wants on-brand YouTube titles, thumbnail…Event signalsExtract leads from conferences, meetups, hackathons, and podcasts by analyzing speaker lists, sponsor lists…
LinkedIn ScraperScrapes LinkedIn job postings using the JobSpy library (python-jobspy). Use this skill whenever the user…Debugging renders with run-to-nodeDebug a WRONG or imperfect render (not a hard error) by inspecting inputs and intermediate steps with…Panel agent operationsOn-demand procedures for the ComfyUI sidebar panel agent that are too long to sit in the system prompt. Read…Java Testing StandardsTesting standards using JUnit 5, AssertJ, Mockito, Cucumber, and Spring Boot integration tests for Java. Use…Laravel testingWrite Pest feature tests with RefreshDatabase, mock external services, and create test data with Eloquent…Php testingWrite unit and integration tests for PHP applications with PHPUnit and Pest. Use when writing PHPUnit unit…Python testingTest Python services with pytest, async coverage, monkeypatch, and boundary-focused fakes. Use when writing…Databases
Postgres MCP ProPostgres server with health checks, index tuning and explain plans, with a restricted read-only mode for…Supabase postgres best practicesPostgres best practices maintained by Supabase, for Postgres running anywhere. Load this skill BEFORE…Database designDesigns database schemas, indexing strategies, query optimization, and migration patterns for SQL and NoSQL…Database migrationExecute database migrations across ORMs and platforms with zero-downtime strategies, data transformation…Vector index tuningOptimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters…Database Designer - POWERFUL Tier SkillUse when the user asks to design database schemas, plan data migrations, optimize queries, choose between…Database schema designerUse when the user asks to create ERD diagrams, normalize database schemas, design table relationships, or…Postgres proUse when you need to optimize PostgreSQL performance, design high-availability replication, or troubleshoot…SQL proUse this agent when you need to optimize complex SQL queries, design efficient database schemas, or solve…OpenRig skills — the index (start here)Use when you're operating OpenRig and need the right skill or context for fleet recovery, seat handover…Database Migration Plan SkillWrite a safe, zero-downtime database migration plan for a schema change. Use when asked to plan a database…Database Schema Design SkillDocument or design a database schema with entity relationships, table definitions, constraints, indexes, and…Database schema designerDesigns relational and document database schemas from requirements or an existing app - tables and…Architecture
Diagram designCreate branded architecture, architecture delta, IT current-state, flowchart, sequence, state machine…Review architectureReview a PR against the Pascal architectural rules — package boundaries (core/viewer/editor/nodes), the…Draw.io Architecture StudioCreate and edit draw.io/diagrams.net diagrams as editable .drawio files. Covers architecture…Architecture Diagram SkillCreate polished dark-themed architecture diagrams as self-contained HTML+SVG files. Use when the user asks…LLM Wiki — Knowledge Distillation PatternThe foundational knowledge distillation pattern for building and maintaining an AI-powered Obsidian wiki…A Philosophy of Software Design FrameworkManage software complexity through deep modules, information hiding, and strategic programming. Use when the…
Three.js Architecture EffectsBuild or refine real Three.js architectural construction animations, especially Chinese pavilions, pagodas…Architecture Diagramming StandardDraws architecture diagrams as editable draw.io files with a fixed house style, C4 levels, evidence-tagged…Architecture Diagram BuilderCreates evidence-backed current or target architecture diagrams; not UI design.Architecture Migration PlannerPlans architecture migrations with compatibility, data safety, rollout and recovery; does not execute them.Architecture & UI/UX AuditIt asks an AI to assume the persona of a Senior Frontend Engineer & Product Reviewer to perform a high-level…Candle pattern trading chart generatorGenerate a chart showing buy below and sell above candle patterns to indicate optimal trading points.NbxMetaRegex generatorGenerate regular expressions for matching specific patterns in text, providing them in an easily usable…Test driven developmentDrives development with tests using the red-green-refactor loop. Use when implementing any logic, fixing any…DHDNA Profiler — Cognitive Pattern ExtractionPaste any email, proposal, or note someone wrote, and get back a plain-language read on how they think, what…Architecture patternsImplement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and…Bash defensive patternsMaster defensive Bash programming techniques for production-grade scripts. Use when writing robust shell…Cqrs implementationImplement Command Query Responsibility Segregation for scalable architectures. Use when separating read and…Event store designDesign and implement event stores for event-sourced systems. Use when building event sourcing…
LangChain & LangGraph ArchitectureDesign LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when…Monorepo managementMaster monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable…Nx workspace patternsConfigure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries…Projection patternsBuild read models and projections from event streams. Use when implementing CQRS read sides, building…C4 architectureGenerate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture…
Mermaid diagramsComprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create…Agent Designer — Multi-Agent System ArchitectureUse when the user asks to design a multi-agent system, pick an orchestration pattern…Code tourUse when the user asks to create a CodeTour .tour file — persona-targeted, step-by-step walkthroughs that…Codebase onboardingAnalyze a codebase and generate onboarding documentation for engineers, tech leads, and contractors. Fast…Monorepo navigatorNavigate, manage, and optimize monorepos. Covers Turborepo, Nx, pnpm workspaces, and Lerna. Cross-package…Senior architectThis skill should be used when the user asks to "design system architecture", "evaluate microservices vs…
Angular architectUse when architecting enterprise Angular 15+ applications with complex state management, optimizing RxJS…Architect reviewerUse this agent when you need to evaluate system design decisions, architectural patterns, and technology…Codebase orchestratorUse this agent when you need repository-wide refactor governance with explicit approval loops, weighted risk…Legacy modernizerUse this agent when modernizing legacy systems that need incremental migration strategies, technical debt…Microservices architectUse when designing distributed system architecture, decomposing monolithic applications into independent…Refactoring specialistUse when you need to transform poorly structured, complex, or duplicated code into clean, maintainable…Tooling engineerUse this agent when you need to build or enhance developer tools including CLIs, code generators, build…Architecture optimizationGuided journey from a working codebase grown slow and tangled to one measurably fast, cleanly bounded, and…Architecture optimization artifact templatesSkeletons for every docs/ file this journey writes. Read the file before writing: if it is missing, create…Architecture optimization phase methodsThe full fallback method for each phase — read the relevant section before running a phase from its Brief…Artifact Templates — design-code-architectureSkeletons this metaskill creates in the user's docs/ folder. Extend-only artifacts (TECH-DEBT.md…Bounded contexts and context mappingA bounded context is the most important strategic pattern in Domain-Driven Design. It defines an explicit…Clean Architecture FrameworkStructure software around the Dependency Rule: source code dependencies point inward from frameworks to use…Design code architectureGuided journey from an app idea to a deliberate architecture: boundaries, domain model, data decisions, and…Domain-Driven Design FrameworkModel software around the business domain using bounded contexts, aggregates, and ubiquitous language. Use…Remove technical debtGuided journey from a large aged codebase everyone fears to touch to one that is safe to change, legible…Repositories and factoriesRepositories and Factories are infrastructure-facing patterns in Domain-Driven Design that separate domain…Team topologiesOrganize business and technology teams for fast flow using Skelton & Pais''s "Team Topologies". Use when the…Internal link architecture- Why Internal Links MatterOrchestrator AgentMaster coordinator for complex multi-step tasks. Use PROACTIVELY when a task involves 2+ modules, requires…Microservices Decomposition: [System Name]Design a microservices decomposition for a monolith or new system, defining service boundaries, ownership…Domain architectureWhen the user wants to decide domain structure for multiple products or brands—subfolder vs subdomain vs…Current Architecture DocumenterDocuments current architecture from implementation evidence; does not propose a target or audit fitness.System Design Baseline BuilderDefines measurable architecture drivers and constraints before system design; edits architecture docs only.RevOps Tech Stack ArchitectureRevenue technology stack architecture, value engineering, platform evaluation, and capability mapping for…Real Estate & Architecture Showcase Videos — Seedance 2.0 on HiggsfieldGenerate real estate, architecture, and interior design showcase video prompts for Seedance 2.0 on…Analytics Tracking PlanMaster analytics tracking plan for PLG and B2B SaaS — unified event taxonomy, pixel strategy (1P and 3P…Gtm system architectureDesign a complete GTM operating system — revenue model, data model, operating model, growth model, and GTM…AI-Powered B2B Full-Funnel Conversion Copy Architecture & Persuasion Intelligence EngineYou are a senior B2B conversion copywriter and persuasion architect.Code review
Code Review ReceptionUse when receiving code review feedback, before implementing suggestions, especially if feedback seems…Code Review ExpertConduct high-quality, persona-driven code reviews. Use when reviewing PRs, critiquing code quality, or…LLM output explainerExplain something in the format that is fastest to understand, from controlled English (ASD-STE100 style)…Requesting code reviewUse when completing tasks, implementing major features, or before merging to verify work meets requirementsCode review agentAct as a code review agent to evaluate and improve code quality, style, and functionality.Code review by coderabitYou are an expert AI code reviewer.Comprehensive code review expertAct as a code review expert to thoroughly analyze code for quality, efficiency, and adherence to best…Improve the following codeImprove the following codeCode review and qualityConducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself…Code simplificationSimplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code…
GitHub Code Review SkillComprehensive GitHub code review with AI-powered swarm coordinationCode review excellenceMaster effective code review practices to provide constructive feedback, catch bugs early, and foster…ShellCheck Configuration and Static AnalysisMaster ShellCheck static analysis configuration and usage for shell script quality. Use when setting up…Code review excellenceTransform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic…Code reviewReview code for actionable defects. Correctness is the core; performance and security are optional sub-cases…Adversarial Code ReviewerAdversarial code review that breaks the self-review monoculture. Use when you want a genuinely critical…Human gateRuns the human-verification lane of an agent loop, and proves review happened before work is called done…Karpathy Coder — Active Coding DisciplineUse when writing, reviewing, or committing code to enforce Karpathy's 4 coding principles — surface…Md reviewConverts a markdown PR writeup or code review (one with ```diff fenced blocks and severity-tagged >…Review Playwright TestsReview Playwright tests for quality. Use when user says "review tests", check test quality", "audit tests"…Self-Eval: Honest Work EvaluationHonestly evaluate AI work quality using a two-axis scoring system. Use after completing a task, code review…Comments and formattingComprehensive guide to comment discipline and code formatting. Based on Robert C. Martin's Clean Code…Structure and formatting7. Images and alt text (S10)Platform specific output formattingAdapt blog output to each platform's requirements. Detect the platformCode Review Checklist SkillGenerate a tailored code review checklist for any pull request based on the language, type of change, and…Code Review for WebReview web application code for bugs, security issues, performance problems, and stack-specific…Organize skillsAudit and reorganize a Claude Code / Codex skill library — enforce a naming convention (prefix each skill by…52 account structureDung khi can dung cau truc tai khoan quang cao truoc khi bat campaign — phan tang campaign/adset/ad, naming…52 account structure globalUse when an ad account HIERARCHY needs designing or cleaning up — campaign, ad set, and ad structure by…Gemini Skill GuideUse when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing…
GitHub Code Review SkillComprehensive GitHub code review with AI-powered swarm coordinationCode review excellenceMaster effective code review practices to provide constructive feedback, catch bugs early, and foster…ShellCheck Configuration and Static AnalysisMaster ShellCheck static analysis configuration and usage for shell script quality. Use when setting up…Code review excellenceTransform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic…Code reviewReview code for actionable defects. Correctness is the core; performance and security are optional sub-cases…Adversarial Code ReviewerAdversarial code review that breaks the self-review monoculture. Use when you want a genuinely critical…Human gateRuns the human-verification lane of an agent loop, and proves review happened before work is called done…Karpathy Coder — Active Coding DisciplineUse when writing, reviewing, or committing code to enforce Karpathy's 4 coding principles — surface…Md reviewConverts a markdown PR writeup or code review (one with ```diff fenced blocks and severity-tagged >…Review Playwright TestsReview Playwright tests for quality. Use when user says "review tests", check test quality", "audit tests"…Self-Eval: Honest Work EvaluationHonestly evaluate AI work quality using a two-axis scoring system. Use after completing a task, code review…Comments and formattingComprehensive guide to comment discipline and code formatting. Based on Robert C. Martin's Clean Code…Structure and formatting7. Images and alt text (S10)Platform specific output formattingAdapt blog output to each platform's requirements. Detect the platformCode Review Checklist SkillGenerate a tailored code review checklist for any pull request based on the language, type of change, and…Code Review for WebReview web application code for bugs, security issues, performance problems, and stack-specific…Organize skillsAudit and reorganize a Claude Code / Codex skill library — enforce a naming convention (prefix each skill by…52 account structureDung khi can dung cau truc tai khoan quang cao truoc khi bat campaign — phan tang campaign/adset/ad, naming…52 account structure globalUse when an ad account HIERARCHY needs designing or cleaning up — campaign, ad set, and ad structure by…Gemini Skill GuideUse when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing…Testing
Ios simulator skill29 production-ready scripts for iOS app testing, building, and automation. Provides semantic UI navigation…MoaiMoAI unified orchestrator for autonomous development. Routes natural language or subcommands (plan, run…Android Testing StandardsWrite Android unit, Compose UI, and Hilt-integrated tests. Use when designing test behavior with MockK or…Test-Driven Development (TDD)Use when implementing any feature or bugfix, before writing implementation codeWebapp testingToolkit for interacting with and testing local web applications using Playwright. Supports verifying…Test first bug fixing approachGuide to fixing bugs using a test-first approach, ensuring code reliability through systematic testing and…Web application testing skillToolkit for interacting with and testing local web applications using Playwright. Supports verifying…Doubt driven developmentSubjects every non-trivial decision to a fresh-context adversarial review before it stands. Use when you…Bats testing patternsMaster Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests…Dependency upgradeManage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive…E2e testing patternsMaster end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve…Javascript testing patternsImplement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests…Python testing patternsImplement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use…Temporal Python Testing StrategiesTest Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration…/em:stress-test — Business Assumption Stress Testing/em:stress-test — Business assumption stress testing. Use before betting on a plan whose core assumptions…Analyze Test Coverage GapsAnalyze test coverage gaps. Use when user says "test coverage", what's not tested", "coverage gaps"…BrowserStack IntegrationRun tests on BrowserStack. Use when user mentions "browserstack", cross-browser", "cloud testing", "browser…Initialize Playwright ProjectSet up Playwright in a project. Use when user says "set up playwright", add e2e tests", "configure…Playwright ProProduction-grade Playwright testing toolkit. Use when the user mentions Playwright tests, end-to-end…Senior QA EngineerGenerates unit tests, integration tests, and E2E tests for React/Next.js applications. Scans components to…Tdd guideTest-driven development skill for writing unit tests, generating test fixtures and mocks, analyzing coverage…Dx optimizerUse this agent when optimizing the complete developer workflow including build times, feedback loops…Test automatorUse this agent when you need to build, implement, or enhance automated test frameworks, create test scripts…HardeningHardens LifeOS tests via property/mutation testing. USE WHEN harden, hardening, property test, property…Testing principlesComprehensive guide to writing clean, maintainable tests that serve as executable documentation. Based on…Working Effectively with Legacy CodeSafely change and test untested codebases using Feathers'' "Working Effectively with Legacy Code". Use when…Designing testsDesigns and implements testing strategies for any codebase. Use when adding tests, improving coverage…Disaster Recovery Plan SkillWrite a disaster recovery plan for a service or system — covering RPO/RTO targets, failure scenario…Golang testingWrite unit tests with table-driven patterns and interface mocking in Go. Use when writing Go unit tests…
Nestjs testingWrite Unit and E2E tests with Jest, mocking strategies, and database isolation in NestJS. Use when writing…Next.js TestingWrite Jest or Vitest unit tests with React Testing Library and Playwright E2E tests for Next.js projects…Quality-First TDDGuides quality-first TDD for new behavior, bug fixes, and test changes. Selects the smallest test layer…Spring Boot Testing StandardsWrite unit, integration, and slice tests for Spring Boot 3 applications. Use when writing unit tests…TestingWrite Angular component tests using TestBed, ComponentHarness, and HttpTestingController with proper signal…Optimization Signals & Testing RulesUse this skill when reading optimization signals — which metrics justify action, testing rules, and when a…Test-Driven DevelopmentTest-driven development. Use when the user wants to build features or fix bugs test-first, mentions…Debugging
Debugger AgentExpert debugging specialist for errors, test failures, crashes, segmentation faults, memory leaks, timeouts…Systematic debuggingUse when encountering any bug, test failure, or unexpected behavior, before proposing fixesVerification before completionUse when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires…Debugging and error recoveryGuides systematic root-cause debugging. Use when tests fail, builds break, something that worked yesterday…Debugging strategiesMaster systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down…Error handling patternsMaster error handling patterns across languages including exceptions, Result types, error propagation, and…Incident runbook templatesCreate structured incident response runbooks with step-by-step procedures, escalation paths, and recovery…Parallel debuggingDebug complex issues using competing hypotheses with parallel investigation, evidence collection, and root…Python error handlingPython error handling patterns including input validation, exception hierarchies, and partial failure…debuggerDebugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering…Fix Failing or Flaky TestsFix failing or flaky Playwright tests. Use when user says "fix test", flaky test", "test failing", "debug…Incident Commander SkillComprehensive incident response framework from detection through resolution and post-incident review…Incident responseUse when a security incident has been detected or declared and needs classification, triage, escalation path…Runbook generatorGenerate operational runbooks from a service name — deployment, incident response, maintenance, and rollback…Chaos engineerUse this agent when you need to design and execute controlled failure experiments, validate system…DebuggerUse this agent when you need to diagnose and fix bugs, identify root causes of failures, or analyze error…Devops incident responderUse when actively responding to production incidents, diagnosing critical service failures, or conducting…Error coordinatorUse when you need to mine error logs and agent output for recurring failure and cascade patterns, then…Error detectiveUse this agent when you need to diagnose why errors are occurring in your system, correlate errors across…Incident responderUse this agent when an active security breach, service outage, or operational incident requires immediate…RootcauseanalysisStructured incident investigation using Five Whys, Fishbone, blameless Postmortem, Fault Tree…Error handlingComprehensive guide to writing clean error handling that keeps business logic readable. Based on Robert C…Five whys root cause analysisThe Five Whys is a root cause analysis technique adapted from the Toyota Production System for use in…Debugging Log Analyser SkillParse error logs, stack traces, and crash reports into a structured root cause diagnosis. Use when an…Incident Postmortem SkillWrite a structured incident postmortem or post-incident review. Use when asked to write a postmortem…After action reportRun a structured after-action review (postmortem, retrospective) on a launch, incident, or completed project…Incident responseManage active production incidents through detection, triage, mitigation, communication, and resolution with…Comfy debuggerDiagnoses ComfyUI workflow failures by analyzing logs, history, and node definitionsRegex Visual DebuggerDebug regex patterns with visual breakdowns, plain English explanations, test case generation, and flavor…
Python error handlingPython error handling patterns including input validation, exception hierarchies, and partial failure…debuggerDebugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering…Fix Failing or Flaky TestsFix failing or flaky Playwright tests. Use when user says "fix test", flaky test", "test failing", "debug…Incident Commander SkillComprehensive incident response framework from detection through resolution and post-incident review…Incident responseUse when a security incident has been detected or declared and needs classification, triage, escalation path…Runbook generatorGenerate operational runbooks from a service name — deployment, incident response, maintenance, and rollback…Chaos engineerUse this agent when you need to design and execute controlled failure experiments, validate system…DebuggerUse this agent when you need to diagnose and fix bugs, identify root causes of failures, or analyze error…Devops incident responderUse when actively responding to production incidents, diagnosing critical service failures, or conducting…Error coordinatorUse when you need to mine error logs and agent output for recurring failure and cascade patterns, then…Error detectiveUse this agent when you need to diagnose why errors are occurring in your system, correlate errors across…Incident responderUse this agent when an active security breach, service outage, or operational incident requires immediate…RootcauseanalysisStructured incident investigation using Five Whys, Fishbone, blameless Postmortem, Fault Tree…Error handlingComprehensive guide to writing clean error handling that keeps business logic readable. Based on Robert C…Five whys root cause analysisThe Five Whys is a root cause analysis technique adapted from the Toyota Production System for use in…Debugging Log Analyser SkillParse error logs, stack traces, and crash reports into a structured root cause diagnosis. Use when an…Incident Postmortem SkillWrite a structured incident postmortem or post-incident review. Use when asked to write a postmortem…After action reportRun a structured after-action review (postmortem, retrospective) on a launch, incident, or completed project…Incident responseManage active production incidents through detection, triage, mitigation, communication, and resolution with…Comfy debuggerDiagnoses ComfyUI workflow failures by analyzing logs, history, and node definitionsRegex Visual DebuggerDebug regex patterns with visual breakdowns, plain English explanations, test case generation, and flavor…CI/CD & releases
CI/CD and AutomationAutomates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when…Version Bump & Release WorkflowAutomated semantic versioning and release workflow for Claude Code plugins. Handles version increments…Orca CLIOperate Orca-managed worktrees, folder contexts, terminals, repos, automations, artifacts, skill sharing…Orca OrchestrationCoordinate supervised Orca workers: threaded messages, blocking ask/reply, task dispatch…
Vercel deployDeploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as…Open PROpen or update a pull request on pascalorg/editor from the current branch, describing only what the branch…Branch PRCreate Gentle AI pull requests with issue-first checks. Trigger: creating, opening, or preparing PRs for…Gentle AI — Branch & PR SkillCreate Gentle AI pull requests with issue-first checks. Trigger: creating, opening, or preparing PRs for…Deployment GuideThis skill should be used when the user wants to "deploy an agent", deploy my ADK agent", "set up CI/CD"…Skillshare releasePrepare and review skillshare releases using the Release Please PR, verify the proposed version and…OpenharnessThe ultimate harness for coding agents and beyond. All your agents. All your machines. One command center…
Git Push WorkflowStage, commit, and push git changes with conventional commit messages. Use when user wants to commit and…Omni devAI-powered git commit rewriter, PR generator, and MCP server for Jira, Confluence, and Datadog. Single Rust…Finishing a development branchUse when implementation is complete, all tests pass, and you need to decide how to integrate the workUsing git worktreesUse when starting feature work that needs isolation from current workspace or before executing…Claude Code Skill (Slash Command): review-and-commit.mdA slash command for Claude Code to perform (a) commit(s) following the conventional style.Git workflow and versioningStructures git workflow practices. Use when making any code change. Use when committing, branching…GitHub Release Management SkillComprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing…Block no verify hookConfigure a PreToolUse hook to prevent AI agents from skipping git pre-commit hooks with --no-verify and…Changelog automationAutomate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when…Deployment pipeline designDesign multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use…Git advanced workflowsMaster advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain…
Gitlab ci patternsBuild GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable…Deadline prepGenerate a structured demo outline from your session's change log and git history. Reads…Release notesGenerate user-facing release notes from tickets, PRDs, or changelogs. Creates clear, engaging summaries…/hub:eval — Evaluate Agent ResultsEvaluate and rank agent results by metric or LLM judge for an AgentHub session. Use when the user runs…/hub:hub-status — Session StatusShow DAG state, agent progress, and branch status for an AgentHub session. Use when the user runs…/hub:merge — Merge WinnerMerge the winning agent's branch into base, archive losers, and clean up worktrees. Use when the user runs…AgentHub — Multi-Agent CollaborationMulti-agent collaboration plugin that spawns N parallel subagents competing on the same task via git…Autoresearch agentAutonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's…CI/CD Pipeline BuilderGenerate pragmatic CI/CD pipelines from detected project stack signals — fast baseline generation…Engineering Advanced Skills (POWERFUL Tier)Index of 37 advanced engineering agent skills for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. Use when…Git worktree managerRun parallel feature work safely with Git worktrees. Standardizes branch isolation, port allocation…Deployment engineerUse this agent when designing, building, or optimizing CI/CD pipelines and deployment automation strategies.Git workflow managerUse this agent when you need to design, establish, or optimize Git workflows, branching strategies, and…Small batches and continuous deploymentThe power of small batches is counterintuitive. Most people believe working in large batches is more…Managing gitManages Git workflows including branching, commits, and pull requests. Use when working with Git, creating…CI/CD Playbook SkillWrite a CI/CD pipeline playbook for a service or team. Use when asked to document a CI/CD pipeline, write a…Claude Superpowers SkillActivate a 4-stage coding discipline framework that forces Claude to plan before coding, isolate changes on…PR Description Writer SkillWrite a clear, structured pull request description from a git diff, branch summary, or commit list. Use when…Press Release SkillWrite a professional press release for any announcement. Use when asked to write a press release, media…Deployment EngineerPrepares CI/CD and infrastructure, then executes authorized deployments with health and recovery checks.Release PublisherPrepares and publishes an explicitly requested tagged GitHub release; does not deploy applications.autoqa — QA any repo against its own running appSelf-QA a repo's running application end-to-end — discover how it runs, build a feature×modality test plan…
Vercel deployDeploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as…Open PROpen or update a pull request on pascalorg/editor from the current branch, describing only what the branch…Branch PRCreate Gentle AI pull requests with issue-first checks. Trigger: creating, opening, or preparing PRs for…Gentle AI — Branch & PR SkillCreate Gentle AI pull requests with issue-first checks. Trigger: creating, opening, or preparing PRs for…Deployment GuideThis skill should be used when the user wants to "deploy an agent", deploy my ADK agent", "set up CI/CD"…Skillshare releasePrepare and review skillshare releases using the Release Please PR, verify the proposed version and…OpenharnessThe ultimate harness for coding agents and beyond. All your agents. All your machines. One command center…Git Push WorkflowStage, commit, and push git changes with conventional commit messages. Use when user wants to commit and…Omni devAI-powered git commit rewriter, PR generator, and MCP server for Jira, Confluence, and Datadog. Single Rust…Finishing a development branchUse when implementation is complete, all tests pass, and you need to decide how to integrate the workUsing git worktreesUse when starting feature work that needs isolation from current workspace or before executing…Claude Code Skill (Slash Command): review-and-commit.mdA slash command for Claude Code to perform (a) commit(s) following the conventional style.Git workflow and versioningStructures git workflow practices. Use when making any code change. Use when committing, branching…GitHub Release Management SkillComprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing…Block no verify hookConfigure a PreToolUse hook to prevent AI agents from skipping git pre-commit hooks with --no-verify and…Changelog automationAutomate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when…Deployment pipeline designDesign multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use…Git advanced workflowsMaster advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain…Gitlab ci patternsBuild GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable…Deadline prepGenerate a structured demo outline from your session's change log and git history. Reads…Release notesGenerate user-facing release notes from tickets, PRDs, or changelogs. Creates clear, engaging summaries…/hub:eval — Evaluate Agent ResultsEvaluate and rank agent results by metric or LLM judge for an AgentHub session. Use when the user runs…/hub:hub-status — Session StatusShow DAG state, agent progress, and branch status for an AgentHub session. Use when the user runs…/hub:merge — Merge WinnerMerge the winning agent's branch into base, archive losers, and clean up worktrees. Use when the user runs…AgentHub — Multi-Agent CollaborationMulti-agent collaboration plugin that spawns N parallel subagents competing on the same task via git…Autoresearch agentAutonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's…CI/CD Pipeline BuilderGenerate pragmatic CI/CD pipelines from detected project stack signals — fast baseline generation…Engineering Advanced Skills (POWERFUL Tier)Index of 37 advanced engineering agent skills for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. Use when…Git worktree managerRun parallel feature work safely with Git worktrees. Standardizes branch isolation, port allocation…Deployment engineerUse this agent when designing, building, or optimizing CI/CD pipelines and deployment automation strategies.Git workflow managerUse this agent when you need to design, establish, or optimize Git workflows, branching strategies, and…Small batches and continuous deploymentThe power of small batches is counterintuitive. Most people believe working in large batches is more…Managing gitManages Git workflows including branching, commits, and pull requests. Use when working with Git, creating…CI/CD Playbook SkillWrite a CI/CD pipeline playbook for a service or team. Use when asked to document a CI/CD pipeline, write a…Claude Superpowers SkillActivate a 4-stage coding discipline framework that forces Claude to plan before coding, isolate changes on…PR Description Writer SkillWrite a clear, structured pull request description from a git diff, branch summary, or commit list. Use when…Press Release SkillWrite a professional press release for any announcement. Use when asked to write a press release, media…Deployment EngineerPrepares CI/CD and infrastructure, then executes authorized deployments with health and recovery checks.Release PublisherPrepares and publishes an explicitly requested tagged GitHub release; does not deploy applications.autoqa — QA any repo against its own running appSelf-QA a repo's running application end-to-end — discover how it runs, build a feature×modality test plan…Cloud & infra
Azure app onboardEnd-to-end orchestrator: from a business idea, app idea, or existing app to running Azure deployment with…Azure App Onboard Prereq — Repository EvaluationAssess whether source code is ready to deploy to Azure — the check BEFORE infrastructure work. Evaluates…Azure aigatewayConfigure Azure API Management as an AI Gateway for AI models, MCP tools, and agents. WHEN: semantic…Azure Data Explorer (Kusto) Query & AnalyticsQuery and analyze data in Azure Data Explorer (Kusto/ADX) using KQL for log analytics, telemetry, and time…
Docker MCP gatewayDocker's own CLI plugin: run any server from the Docker MCP Catalog in its own container, behind one…ElisymOpen infrastructure for AI agents to discover and pay each otherTechnical Codebase Discovery & Onboarding PromptA prompt designed to guide a deep technical analysis of a code repository to accelerate developer…NextflowBuild, run, and debug Nextflow data pipelines and nf-core workflows end to end. Use whenever the user…Cloud Cost OptimizationOptimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies…Hybrid cloud networkingConfigure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using…
Kubernetes Manifest GeneratorCreate production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following…Multi cloud architectureDesign multi-cloud architectures using a decision framework to select and integrate services across AWS…
Terraform module libraryBuild reusable Terraform modules for AWS, Azure, GCP, and OCI infrastructure following…Turborepo cachingConfigure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up…Draw ioDraw.io diagram creation, editing, and review. Use for .drawio XML editing, PNG conversion, layout…Aws solution architectDesign AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design…Azure cloud architectDesign Azure architectures for startups and enterprises. Use when asked to design Azure infrastructure…DevOps EngineerBuilds infrastructure that scales without babysitting. Automates everything worth automating. Monitors…
Docker developmentDocker and container development agent skill and plugin for Dockerfile optimization, docker-compose…Env & Secrets ManagerManage environment-variable hygiene and secrets safety across local development and production. Practical…
Gcp cloud architectDesign GCP architectures for startups and enterprises. Use when asked to design Google Cloud infrastructure…Microsoft 365 Tenant ManagerMicrosoft 365 tenant administration for Global Administrators. Automate M365 tenant setup, Office 365 admin…Senior devopsComprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS…Terraform patternsTerraform infrastructure-as-code agent skill and plugin for Claude Code, Codex, Gemini CLI, Cursor…Azure infra engineerUse when designing, deploying, or managing Azure infrastructure with focus on network architecture, Entra ID…Devops engineerUse this agent when building or optimizing infrastructure automation, CI/CD pipelines, containerization…Iot engineerUse when designing and deploying IoT solutions requiring expertise in device management, edge computing…It ops orchestratorUse for orchestrating complex IT operations tasks that span multiple domains (PowerShell automation, .NET…Kubernetes specialistUse this agent when you need to design, deploy, configure, or troubleshoot Kubernetes clusters and workloads…M365 adminUse when automating Microsoft 365 administrative tasks including Exchange Online mailbox provisioning, Teams…Ml engineerUse this agent when building production ML systems requiring model training pipelines, model serving…Powershell 7 expertUse when building cross-platform cloud automation scripts, Azure infrastructure orchestration, or CI/CD…Powershell module architectUse this agent when architecting and refactoring PowerShell modules, designing profile systems, or creating…Powershell security hardeningUse this agent when you need to harden PowerShell automation, secure remoting configuration, enforce…Powershell UI architectUse when designing or building desktop graphical interfaces (WinForms, WPF, Metro-style dashboards) or…powershell-5.1-expertUse when automating Windows infrastructure tasks requiring PowerShell 5.1 scripts with RSAT modules for…Terraform engineerUse when building, refactoring, or scaling infrastructure as code using Terraform with focus on multi-cloud…Windows infra adminUse when managing Windows Server infrastructure, Active Directory, DNS, DHCP, and Group Policy…Azure deployExecute Azure deployments for ALREADY-PREPARED applications that have existing .azure/deployment-plan.md and…Azure diagnosticsDebug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage. WHEN…Azure enterprise infra plannerArchitect and provision enterprise Azure infrastructure from workload descriptions. For cloud architects and…Azure preparePrepare azd-based Azure projects for deployment: generates azure.yaml, infrastructure (Bicep/Terraform), and…Azure resource lookupList, find, and show Azure resources across subscriptions or resource groups. Handles prompts like "list the…Azure Resource Visualizer - Architecture Diagram GeneratorAnalyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships…Azure validatePre-deployment validation for Azure readiness. Run deep checks on configuration, infrastructure (Bicep or…Caching strategiesThe fastest network request is one that never happens. A well-designed caching strategy eliminates redundant…RunPod Cloud GPUCloud GPU processing via RunPod serverless. Use when setting up RunPod endpoints, deploying Docker images…Azure Storage ServicesAzure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake…Azure cloud migrateAssess and migrate cross-cloud workloads to Azure with reports and code conversion. Supports…Azure Compute SkillAzure VM/VMSS router. WHEN: create / provision / deploy / spin-up VM, recommend VM size, compare VM pricing…Azure Kubernetes ServicePlan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0…Azure Quotas - Service Limits & Capacity ManagementCheck/manage Azure quotas and usage across providers. For deployment planning, capacity validation, region…Azure Reliability Assessment & ConfigurationAssess and improve the reliability posture of PaaS Applications (Azure Functions and Azure App Service)…Azure upgradeAssess and upgrade Azure workloads between plans, tiers, or SKUs, or modernize Azure SDK dependencies in…Python on Azure App Service — Code DeployDeploy Python (Flask/Django/FastAPI) code to Azure App Service Linux. WHEN: "Flask App Service", "Django App…DevOps & InfrastructureGuides Docker, CI/CD pipelines, deployment strategies, infrastructure as code, and observability setup. Use…Infrastructure-as-Code ReviewWrite an infrastructure-as-code review checklist and conduct a structured review of Terraform…Technology Radar: [Team / Company Name]Build a technology radar for an engineering team, categorizing technologies into Adopt/Trial/Assess/Hold…Cross-Border E-CommerceCross-border e-commerce expansion advisor. Scores target markets on 8 weighted dimensions (market size…Cost optimizationAudit and reduce infrastructure and tooling costs without sacrificing reliability or velocity. Use this…Domain Infrastructure Plan for [Company]Designs and provisions the domain and mailbox infrastructure for cold email outreach: secondary domains…Partnerships OperationsPartner, channel, and ecosystem marketing for B2B SaaS — and the design of the partner program itself. Use…
Docker MCP gatewayDocker's own CLI plugin: run any server from the Docker MCP Catalog in its own container, behind one…ElisymOpen infrastructure for AI agents to discover and pay each otherTechnical Codebase Discovery & Onboarding PromptA prompt designed to guide a deep technical analysis of a code repository to accelerate developer…NextflowBuild, run, and debug Nextflow data pipelines and nf-core workflows end to end. Use whenever the user…Cloud Cost OptimizationOptimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies…Hybrid cloud networkingConfigure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using…Kubernetes Manifest GeneratorCreate production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following…Multi cloud architectureDesign multi-cloud architectures using a decision framework to select and integrate services across AWS…Terraform module libraryBuild reusable Terraform modules for AWS, Azure, GCP, and OCI infrastructure following…Turborepo cachingConfigure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up…Draw ioDraw.io diagram creation, editing, and review. Use for .drawio XML editing, PNG conversion, layout…Aws solution architectDesign AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design…Azure cloud architectDesign Azure architectures for startups and enterprises. Use when asked to design Azure infrastructure…DevOps EngineerBuilds infrastructure that scales without babysitting. Automates everything worth automating. Monitors…Docker developmentDocker and container development agent skill and plugin for Dockerfile optimization, docker-compose…Env & Secrets ManagerManage environment-variable hygiene and secrets safety across local development and production. Practical…Gcp cloud architectDesign GCP architectures for startups and enterprises. Use when asked to design Google Cloud infrastructure…Microsoft 365 Tenant ManagerMicrosoft 365 tenant administration for Global Administrators. Automate M365 tenant setup, Office 365 admin…Senior devopsComprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS…Terraform patternsTerraform infrastructure-as-code agent skill and plugin for Claude Code, Codex, Gemini CLI, Cursor…Azure infra engineerUse when designing, deploying, or managing Azure infrastructure with focus on network architecture, Entra ID…Devops engineerUse this agent when building or optimizing infrastructure automation, CI/CD pipelines, containerization…Iot engineerUse when designing and deploying IoT solutions requiring expertise in device management, edge computing…It ops orchestratorUse for orchestrating complex IT operations tasks that span multiple domains (PowerShell automation, .NET…Kubernetes specialistUse this agent when you need to design, deploy, configure, or troubleshoot Kubernetes clusters and workloads…M365 adminUse when automating Microsoft 365 administrative tasks including Exchange Online mailbox provisioning, Teams…Ml engineerUse this agent when building production ML systems requiring model training pipelines, model serving…Powershell 7 expertUse when building cross-platform cloud automation scripts, Azure infrastructure orchestration, or CI/CD…Powershell module architectUse this agent when architecting and refactoring PowerShell modules, designing profile systems, or creating…Powershell security hardeningUse this agent when you need to harden PowerShell automation, secure remoting configuration, enforce…Powershell UI architectUse when designing or building desktop graphical interfaces (WinForms, WPF, Metro-style dashboards) or…powershell-5.1-expertUse when automating Windows infrastructure tasks requiring PowerShell 5.1 scripts with RSAT modules for…Terraform engineerUse when building, refactoring, or scaling infrastructure as code using Terraform with focus on multi-cloud…Windows infra adminUse when managing Windows Server infrastructure, Active Directory, DNS, DHCP, and Group Policy…Azure deployExecute Azure deployments for ALREADY-PREPARED applications that have existing .azure/deployment-plan.md and…Azure diagnosticsDebug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage. WHEN…Azure enterprise infra plannerArchitect and provision enterprise Azure infrastructure from workload descriptions. For cloud architects and…Azure preparePrepare azd-based Azure projects for deployment: generates azure.yaml, infrastructure (Bicep/Terraform), and…Azure resource lookupList, find, and show Azure resources across subscriptions or resource groups. Handles prompts like "list the…Azure Resource Visualizer - Architecture Diagram GeneratorAnalyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships…Azure validatePre-deployment validation for Azure readiness. Run deep checks on configuration, infrastructure (Bicep or…Caching strategiesThe fastest network request is one that never happens. A well-designed caching strategy eliminates redundant…RunPod Cloud GPUCloud GPU processing via RunPod serverless. Use when setting up RunPod endpoints, deploying Docker images…Azure Storage ServicesAzure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake…Azure cloud migrateAssess and migrate cross-cloud workloads to Azure with reports and code conversion. Supports…Azure Compute SkillAzure VM/VMSS router. WHEN: create / provision / deploy / spin-up VM, recommend VM size, compare VM pricing…Azure Kubernetes ServicePlan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0…Azure Quotas - Service Limits & Capacity ManagementCheck/manage Azure quotas and usage across providers. For deployment planning, capacity validation, region…Azure Reliability Assessment & ConfigurationAssess and improve the reliability posture of PaaS Applications (Azure Functions and Azure App Service)…Azure upgradeAssess and upgrade Azure workloads between plans, tiers, or SKUs, or modernize Azure SDK dependencies in…Python on Azure App Service — Code DeployDeploy Python (Flask/Django/FastAPI) code to Azure App Service Linux. WHEN: "Flask App Service", "Django App…DevOps & InfrastructureGuides Docker, CI/CD pipelines, deployment strategies, infrastructure as code, and observability setup. Use…Infrastructure-as-Code ReviewWrite an infrastructure-as-code review checklist and conduct a structured review of Terraform…Technology Radar: [Team / Company Name]Build a technology radar for an engineering team, categorizing technologies into Adopt/Trial/Assess/Hold…Cross-Border E-CommerceCross-border e-commerce expansion advisor. Scores target markets on 8 weighted dimensions (market size…Cost optimizationAudit and reduce infrastructure and tooling costs without sacrificing reliability or velocity. Use this…Domain Infrastructure Plan for [Company]Designs and provisions the domain and mailbox infrastructure for cold email outreach: secondary domains…Partnerships OperationsPartner, channel, and ecosystem marketing for B2B SaaS — and the design of the partner program itself. Use…Monitoring
Creative performance analysisDiagnose why a specific ad creative is winning or losing using the generalized hook-hold-click-convert…Professional Full-Stack Developer for Network Mapping & Monitoring ApplicationAct as a professional full-stack developer tasked with building a web application for mapping and monitoring…Constraint driven developmentEstablishes a project's quality bar as a written contract and stops agents quietly lowering it. Interviews…Observability and instrumentationInstruments code so production behavior is visible and diagnosable. Use when adding logging, metrics…Performance optimizationOptimizes application performance across frontend, backend, queries, and databases. Use when performance…Using agent skillsDiscovers and invokes agent skills. Use when starting a session, or when you need to decide which skill or…Pharmacokinetic and Pharmacodynamic ModellingPharmacokinetic and pharmacodynamic modelling and simulation - non-compartmental analysis, compartmental and…Code review preshipmentComprehensive pre-ship review of all changes since the last deploy or a specified commit. Walks correctness…Distributed tracingImplement distributed tracing with Jaeger and Tempo to track requests across microservices and identify…
Prometheus configurationSet up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and…Python observabilityPython observability patterns including structured logging, metrics, and distributed tracing. Use when…Python performance optimizationProfile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when…Risk metrics calculationCalculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when…Service mesh observabilityImplement comprehensive observability for service meshes including distributed tracing, metrics, and…Similarity search patternsImplement efficient similarity search with vector databases. Use when building semantic search, implementing…SQL optimization patternsMaster SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database…Data analystUse this agent when you need quantitative analysis, statistical insights, or data-driven research. This…Performance optimizerIdentifies and fixes performance bottlenecks in code, databases, and APIs. Measures before and after to…Observability Designer (POWERFUL)Design production-ready observability strategies combining metrics, logs, and traces. Includes SLI/SLO…Performance profilerSystematic performance profiling for Node.js, Python, and Go applications. Identifies CPU, memory, and I/O…Senior Quality Manager Responsible Person (QMR)Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides quality…Vendor Management — Operational Third-Party PerformanceUse when reviewing, scoring, or auditing third-party SaaS / vendor relationships — running a vendor…AI engineerUse this agent when architecting, implementing, or optimizing end-to-end AI systems—from model selection and…Build engineerUse this agent when you need to optimize build performance, reduce compilation times, or scale build systems…Cpp proUse this agent when building high-performance C++ systems requiring modern C++20/23 features, template…Database administratorUse this agent when optimizing database performance, implementing high-availability architectures, setting…Database optimizerUse this agent when you need to analyze slow queries, optimize database performance across multiple systems…Electron proUse this agent when building Electron desktop applications that require native OS integration…Embedded systemsUse when developing firmware for resource-constrained microcontrollers, implementing RTOS-based…Mlops engineerUse this agent when you need to design and implement ML infrastructure, set up CI/CD for machine learning…Performance engineerUse this agent when you need to identify and eliminate performance bottlenecks in applications, databases…Performance monitorUse when you need to analyze existing metric, log, and output files to spot performance patterns and…Sre engineerUse this agent when you need to establish or improve system reliability through SLO definition, error budget…
Vue expertUse this agent when building Vue 3 applications that require Composition API mastery, reactivity…SEO performancePerformance analyzer. Measures and evaluates Core Web Vitals and page load performance.Paid ads reviewProduce a read-only, evidence-based paid-media performance review across connected platforms or supplied…Skill creatorCreate new skills, modify and improve existing skills, and measure skill performance. Use when users want to…Performance optimizationOptimize web performance for faster loading and better user experience. Use when asked to "speed up my…High Performance Browser Networking FrameworkOptimize web performance through network protocols, resource loading, and browser rendering internals. Use…Error Handling & ObservabilityImplements error handling patterns, structured logging, retry strategies, circuit breakers, and graceful…Optimizing performanceAnalyzes and optimizes application performance across frontend, backend, and database layers. Use when…AI Product Canvas SkillStructure AI and ML product decisions with the rigour of any product decision. Use when building AI-powered…Monitoring Setup Guide SkillWrite a monitoring setup guide for a service — defining what to measure, how to alert on it, and how to…Performance Budget SkillDefine and document performance budgets for a web service or application. Use when asked to set performance…Performance Review SkillWrite structured, balanced performance reviews from bullet-point inputs. Use when asked to write a…RFC Writer SkillWrite an engineering RFC (Request for Comments) for a technical decision, architectural change, or…Social Media Audit SkillAudit an existing social media presence across all active platforms. Use when asked to review social media…Sequence performanceEmail campaign/sequence performance review composite. Pulls campaign data (sends, opens, replies, bounces)…Uptime Monitor - Website Availability MonitoringMonitor website uptime - check availability, response times, and statusBrand monitoringWhen the user wants to monitor brand mentions, detect trademark infringement, or set up brand monitoring…Monitoring and alertingDesign and run a monitoring system for a website or web app. Use this skill when setting up uptime checks…Performance optimizationDiagnose and fix web performance issues including Core Web Vitals (LCP, INP, CLS), bundle size, asset…/digital-marketing-pro:performance-checkCheck live performance KPIs from connected analytics: RAG status, trends, actions. "quick performance…Brand Setup — Interactive Brand ProfilingSet up or update the brand profile every skill reads: voice, audience, compliance. "set up a new brand"Brand monitorBrand monitoring and mention tracking via the Brand.dev API. Use when asked to monitor brand mentions, track…55 scaling ads globalUse when a WINNING ad has to be scaled without breaking it — readiness checks, vertical scaling at plus 20…64 team brief globalUse when a leader assigns work to a marketing team member or runs a cross-functional meeting — a task brief…65 team performance reviewDung khi can danh gia CON NGUOI trong team marketing dua tren du lieu — KPI scorecard theo tung vai tro…65 team performance review globalUse when a leader evaluates a marketing TEAM MEMBER using data — a KPI scorecard by role, strengths with…Performance analystAgent phan tich hieu suat — doc data, danh gia chien dich, tinh KPI, bao caoPerformance OptimizerProfiles and improves a measured performance bottleneck; retains only verified improvements.Revenue Performance MetricsRevenue performance measurement, funnel math, and unit economics for B2B teams. Use when the user mentions…Seedance 2.0 on Higgsfield Music Video Director's GuideGenerate music video and beat-synced visual content prompts for Seedance 2.0 on Higgsfield. Use whenever the…ZooData — Amazon Daily Market RadarAutomated daily Amazon market digest. Given the user's own ASINs (1-10) and any competitor ASINs (up to 20)…Performance Marketing Campaign AssistantPlans, reviews, and optimizes paid advertising campaigns across Google, Meta, LinkedIn, TikTok, YouTube…Social intent monitoringBuild a social intent monitoring system that turns public social conversations into qualified outbound…Top Partnerships (Brand-side)External brand-user performance report. Ranks a brand's sponsorships by effective CPM once the sponsored…Marketing Performance AnalystMarketing funnel metrics, cohort analysis, and ROI measurement
Prometheus configurationSet up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and…Python observabilityPython observability patterns including structured logging, metrics, and distributed tracing. Use when…Python performance optimizationProfile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when…Risk metrics calculationCalculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when…Service mesh observabilityImplement comprehensive observability for service meshes including distributed tracing, metrics, and…Similarity search patternsImplement efficient similarity search with vector databases. Use when building semantic search, implementing…SQL optimization patternsMaster SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database…Data analystUse this agent when you need quantitative analysis, statistical insights, or data-driven research. This…Performance optimizerIdentifies and fixes performance bottlenecks in code, databases, and APIs. Measures before and after to…Observability Designer (POWERFUL)Design production-ready observability strategies combining metrics, logs, and traces. Includes SLI/SLO…Performance profilerSystematic performance profiling for Node.js, Python, and Go applications. Identifies CPU, memory, and I/O…Senior Quality Manager Responsible Person (QMR)Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides quality…Vendor Management — Operational Third-Party PerformanceUse when reviewing, scoring, or auditing third-party SaaS / vendor relationships — running a vendor…AI engineerUse this agent when architecting, implementing, or optimizing end-to-end AI systems—from model selection and…Build engineerUse this agent when you need to optimize build performance, reduce compilation times, or scale build systems…Cpp proUse this agent when building high-performance C++ systems requiring modern C++20/23 features, template…Database administratorUse this agent when optimizing database performance, implementing high-availability architectures, setting…Database optimizerUse this agent when you need to analyze slow queries, optimize database performance across multiple systems…Electron proUse this agent when building Electron desktop applications that require native OS integration…Embedded systemsUse when developing firmware for resource-constrained microcontrollers, implementing RTOS-based…Mlops engineerUse this agent when you need to design and implement ML infrastructure, set up CI/CD for machine learning…Performance engineerUse this agent when you need to identify and eliminate performance bottlenecks in applications, databases…Performance monitorUse when you need to analyze existing metric, log, and output files to spot performance patterns and…Sre engineerUse this agent when you need to establish or improve system reliability through SLO definition, error budget…Vue expertUse this agent when building Vue 3 applications that require Composition API mastery, reactivity…SEO performancePerformance analyzer. Measures and evaluates Core Web Vitals and page load performance.Paid ads reviewProduce a read-only, evidence-based paid-media performance review across connected platforms or supplied…Skill creatorCreate new skills, modify and improve existing skills, and measure skill performance. Use when users want to…Performance optimizationOptimize web performance for faster loading and better user experience. Use when asked to "speed up my…High Performance Browser Networking FrameworkOptimize web performance through network protocols, resource loading, and browser rendering internals. Use…Error Handling & ObservabilityImplements error handling patterns, structured logging, retry strategies, circuit breakers, and graceful…Optimizing performanceAnalyzes and optimizes application performance across frontend, backend, and database layers. Use when…AI Product Canvas SkillStructure AI and ML product decisions with the rigour of any product decision. Use when building AI-powered…Monitoring Setup Guide SkillWrite a monitoring setup guide for a service — defining what to measure, how to alert on it, and how to…Performance Budget SkillDefine and document performance budgets for a web service or application. Use when asked to set performance…Performance Review SkillWrite structured, balanced performance reviews from bullet-point inputs. Use when asked to write a…RFC Writer SkillWrite an engineering RFC (Request for Comments) for a technical decision, architectural change, or…Social Media Audit SkillAudit an existing social media presence across all active platforms. Use when asked to review social media…Sequence performanceEmail campaign/sequence performance review composite. Pulls campaign data (sends, opens, replies, bounces)…Uptime Monitor - Website Availability MonitoringMonitor website uptime - check availability, response times, and statusBrand monitoringWhen the user wants to monitor brand mentions, detect trademark infringement, or set up brand monitoring…Monitoring and alertingDesign and run a monitoring system for a website or web app. Use this skill when setting up uptime checks…Performance optimizationDiagnose and fix web performance issues including Core Web Vitals (LCP, INP, CLS), bundle size, asset…/digital-marketing-pro:performance-checkCheck live performance KPIs from connected analytics: RAG status, trends, actions. "quick performance…Brand Setup — Interactive Brand ProfilingSet up or update the brand profile every skill reads: voice, audience, compliance. "set up a new brand"Brand monitorBrand monitoring and mention tracking via the Brand.dev API. Use when asked to monitor brand mentions, track…55 scaling ads globalUse when a WINNING ad has to be scaled without breaking it — readiness checks, vertical scaling at plus 20…64 team brief globalUse when a leader assigns work to a marketing team member or runs a cross-functional meeting — a task brief…65 team performance reviewDung khi can danh gia CON NGUOI trong team marketing dua tren du lieu — KPI scorecard theo tung vai tro…65 team performance review globalUse when a leader evaluates a marketing TEAM MEMBER using data — a KPI scorecard by role, strengths with…Performance analystAgent phan tich hieu suat — doc data, danh gia chien dich, tinh KPI, bao caoPerformance OptimizerProfiles and improves a measured performance bottleneck; retains only verified improvements.Revenue Performance MetricsRevenue performance measurement, funnel math, and unit economics for B2B teams. Use when the user mentions…Seedance 2.0 on Higgsfield Music Video Director's GuideGenerate music video and beat-synced visual content prompts for Seedance 2.0 on Higgsfield. Use whenever the…ZooData — Amazon Daily Market RadarAutomated daily Amazon market digest. Given the user's own ASINs (1-10) and any competitor ASINs (up to 20)…Performance Marketing Campaign AssistantPlans, reviews, and optimizes paid advertising campaigns across Google, Meta, LinkedIn, TikTok, YouTube…Social intent monitoringBuild a social intent monitoring system that turns public social conversations into qualified outbound…Top Partnerships (Brand-side)External brand-user performance report. Ranks a brand's sponsorships by effective CPM once the sponsored…Marketing Performance AnalystMarketing funnel metrics, cohort analysis, and ROI measurementSecurity
Security auditSecurity guidance and vulnerability review for codebases, APIs, services, CLI tools, libraries, and daemons…Ad security reviewerUse this agent when you need to audit Active Directory security posture, evaluate privilege escalation…Best practicesApply modern web development best practices for security, compatibility, and code quality. Use when asked to…Secure Coding Guide for Web ApplicationsThis skill helps Claude write secure web applications. Use this when working on any web application or when…Security reviewerReviews completed implementation against governing security requirements and the reachable trust model. Use…Account-Based Marketing OperationsAccount-based marketing for B2B SaaS. Use this skill to build a target account list, tier it 1:1 / 1:few /…Hallucination vulnerability prompt checkerIdentify structural openings in a prompt that may lead to hallucinated, fabricated, or over-assumed outputs.Repository Security & Architecture Audit FrameworkResearch-backed repository audit workflow covering OWASP Top 10, SOLID principles, DORA metrics, and Google…The Architect: Hacker-Protector & Viral EngineerAct as 'The Architect', an elite AI of the future specializing in cybersecurity, neuropsychology, and viral…Website security vulnerability checkerAct as a security expert to identify and report vulnerabilities on a website.Security and hardeningHardens code against vulnerabilities. Use when auditing an input handler for vulnerabilities, when handling…Anti reversing techniquesUnderstand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use…Attack tree constructionBuild comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying…Binary analysis patternsMaster binary analysis patterns including disassembly, decompilation, control flow analysis, and code…Kubernetes Security PoliciesImplement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for…Mtls configurationConfigure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing…Security requirement extractionDerive security requirements from threat models and business context. Use when translating threats into…Stride analysis patternsApply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting…Threat mitigation mappingMap identified threats to appropriate security controls and mitigations. Use when prioritizing security…Information security manager iso27001Senior Information Security Manager specializing in ISO 27001 and ISO 27002 implementation for HealthTech…Isms audit expertSenior ISMS Audit Expert for internal and external information security management system auditing. Provides…AI securityUse when assessing AI/ML systems for prompt injection, jailbreak vulnerabilities, model inversion risk, data…Atlassian Administrator ExpertAtlassian Administrator for managing and organizing Atlassian products (Jira, Confluence, Bitbucket…Ciso advisorSecurity leadership for growth-stage companies. Risk quantification in dollars, compliance roadmap (SOC…Cloud securityUse when assessing cloud infrastructure for security misconfigurations, IAM privilege escalation paths, S3…Google workspace CLIGoogle Workspace administration via the gws CLI (github.com/googleworkspace/cli). Install, authenticate, and…Helm chart builderHelm chart development agent skill and plugin for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw — chart…Information security manager iso27001ISO 27001 ISMS implementation and cybersecurity governance for HealthTech and MedTech companies. Use when…Isms audit expertInformation Security Management System (ISMS) audit expert for ISO 27001 compliance verification, security…PR review expertUse when the user asks to review pull requests, analyze code changes, check for security issues in PRs, or…Security Penetration TestingUse when the user asks to perform security audits, penetration testing, vulnerability scanning, OWASP Top 10…Senior SecOps EngineerSenior SecOps engineer skill for application security, vulnerability management, compliance verification…Senior Security Engineer — Threat Modeling + Security RouterUse when the user asks for STRIDE threat modeling, DREAD risk scoring, data-flow-diagram threat analysis, or…Technology Stack EvaluatorTechnology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health…Code reviewerUse this agent when you need to conduct comprehensive code reviews focusing on code quality, security…Dependency managerUse this agent when you need to audit dependencies for vulnerabilities, resolve version conflicts, optimize…Network engineerUse this agent when designing, optimizing, or troubleshooting cloud and hybrid network infrastructures, or…Penetration testerUse this agent when you need to conduct authorized security penetration tests to identify real…Security auditorUse this agent when conducting comprehensive security audits, compliance assessments, or risk evaluations…Security engineerUse this agent when implementing comprehensive security solutions across infrastructure, building automated…FabricExecute any of 240+ specialized prompt patterns natively across Extraction, Summarization, Analysis…SecuritymarketdataQuery curated cybersecurity market and company intelligence. USE WHEN security market data OR cybersecurity…ThreatModelDefensive threat modeling and risk management for your own estate — map where sensitive data lives across…WorldthreatmodelPersistent world-model harness that stress-tests ideas, strategies, and investments against 11 time horizons…Dependency Audit SkillAudits project dependencies for security vulnerabilities, license compliance issues, outdated packages, and…Security Threat Model SkillWrite a STRIDE-based threat model for a service or feature. Use when asked to produce a threat model…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…Dependency managementManage third-party libraries, runtimes, and SaaS dependencies. Use this skill when setting an update…Security baselineEstablish a security baseline for a website or web app. Use this skill when configuring HTTPS and TLS…Code review proPerforms a deep code review of files, modules, a diff, or a branch - finding security vulnerabilities…Social Media Post - Convenience Store Photoshoot Collage via Security MirrorGenerates an ultra-realistic 3x3 photo collage showing a woman in various candid poses inside a convenience…
Kubernetes Security PoliciesImplement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for…Mtls configurationConfigure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing…Security requirement extractionDerive security requirements from threat models and business context. Use when translating threats into…Stride analysis patternsApply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting…Threat mitigation mappingMap identified threats to appropriate security controls and mitigations. Use when prioritizing security…Information security manager iso27001Senior Information Security Manager specializing in ISO 27001 and ISO 27002 implementation for HealthTech…Isms audit expertSenior ISMS Audit Expert for internal and external information security management system auditing. Provides…AI securityUse when assessing AI/ML systems for prompt injection, jailbreak vulnerabilities, model inversion risk, data…Atlassian Administrator ExpertAtlassian Administrator for managing and organizing Atlassian products (Jira, Confluence, Bitbucket…Ciso advisorSecurity leadership for growth-stage companies. Risk quantification in dollars, compliance roadmap (SOC…Cloud securityUse when assessing cloud infrastructure for security misconfigurations, IAM privilege escalation paths, S3…Google workspace CLIGoogle Workspace administration via the gws CLI (github.com/googleworkspace/cli). Install, authenticate, and…Helm chart builderHelm chart development agent skill and plugin for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw — chart…Information security manager iso27001ISO 27001 ISMS implementation and cybersecurity governance for HealthTech and MedTech companies. Use when…Isms audit expertInformation Security Management System (ISMS) audit expert for ISO 27001 compliance verification, security…PR review expertUse when the user asks to review pull requests, analyze code changes, check for security issues in PRs, or…Security Penetration TestingUse when the user asks to perform security audits, penetration testing, vulnerability scanning, OWASP Top 10…Senior SecOps EngineerSenior SecOps engineer skill for application security, vulnerability management, compliance verification…Senior Security Engineer — Threat Modeling + Security RouterUse when the user asks for STRIDE threat modeling, DREAD risk scoring, data-flow-diagram threat analysis, or…Technology Stack EvaluatorTechnology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health…Code reviewerUse this agent when you need to conduct comprehensive code reviews focusing on code quality, security…Dependency managerUse this agent when you need to audit dependencies for vulnerabilities, resolve version conflicts, optimize…Network engineerUse this agent when designing, optimizing, or troubleshooting cloud and hybrid network infrastructures, or…Penetration testerUse this agent when you need to conduct authorized security penetration tests to identify real…Security auditorUse this agent when conducting comprehensive security audits, compliance assessments, or risk evaluations…Security engineerUse this agent when implementing comprehensive security solutions across infrastructure, building automated…FabricExecute any of 240+ specialized prompt patterns natively across Extraction, Summarization, Analysis…SecuritymarketdataQuery curated cybersecurity market and company intelligence. USE WHEN security market data OR cybersecurity…ThreatModelDefensive threat modeling and risk management for your own estate — map where sensitive data lives across…WorldthreatmodelPersistent world-model harness that stress-tests ideas, strategies, and investments against 11 time horizons…Dependency Audit SkillAudits project dependencies for security vulnerabilities, license compliance issues, outdated packages, and…Security Threat Model SkillWrite a STRIDE-based threat model for a service or feature. Use when asked to produce a threat model…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…Dependency managementManage third-party libraries, runtimes, and SaaS dependencies. Use this skill when setting an update…Security baselineEstablish a security baseline for a website or web app. Use this skill when configuring HTTPS and TLS…Code review proPerforms a deep code review of files, modules, a diff, or a branch - finding security vulnerabilities…Social Media Post - Convenience Store Photoshoot Collage via Security MirrorGenerates an ultra-realistic 3x3 photo collage showing a woman in various candid poses inside a convenience…Data pipelines
dbt Snowflake to BigQuery TranslatorTranslates Snowflake dbt SQL models to Standardized BigQuery SQL. Handles SQL compilation, Jinja macro…Deepline analyticsUse this skill when answering business analytics, RevOps, GTM metric, pipeline, revenue, funnel, customer…Apache Airflow DAG PatternsBuild production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment…Apache Spark OptimizationOptimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when…Data quality frameworksImplement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building…Dbt transformation patternsMaster dbt (data build tool) for analytics engineering with model organization, testing, documentation, and…Data quality auditorAudit datasets for completeness, consistency, accuracy, and validity. Profile data distributions, detect…Senior data engineerData engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure…Data engineerUse this agent when you need to design, build, or optimize data pipelines, ETL/ELT processes, and data…Data Pipeline Spec SkillDesign an ETL/ELT data pipeline specification. Use when asked to design a data pipeline, spec an ETL or ELT…GTM Data Architecture: Warehouse-Native Design PatternsGTM data architecture for revenue operators who are not data engineers; warehouse-native and zero-copy…
Tiktok ads spark adsSet up Spark Ads — boosting organic brand or creator TikTok posts as paid ads while retaining native…Models & evals
AI engineerAct as an expert AI engineer specializing in practical machine learning implementation and AI integration…OneKGPd: Individual-Level Queries over the 1000 Genomes ProjectQuery the 1000 Genomes Project dataset (3,202 whole-genome-sequenced individuals, GRCh38) at the level of…PyMC Bayesian ModelingBayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC…Statsmodels: Statistical Modeling and EconometricsStatistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models…TransformersHugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer…Waypoint: Outpost Bio's Open Microbiome Foundation ModelsUse when working with Outpost Bio's open microbiome foundation models - the Waypoint checkpoints…Backtesting frameworksBuild robust backtesting systems for trading strategies with proper handling of look-ahead bias…Embedding strategiesSelect and optimize embedding models for semantic search and RAG applications. Use when choosing embedding…Hybrid search implementationCombine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search…LLM evaluationImplement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback…Rag implementationBuild Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic…AI productEvery product will be AI-powered. The question is whether you'll build it right or ship a demo that falls…Nowait reasoning optimizerImplements the NOWAIT technique for efficient reasoning in R1-style LLMs. Use when optimizing inference of…Dummy Dataset GenerationGenerate realistic dummy datasets for testing with customizable columns, constraints, and output formats…Chief AI officer advisorChief AI Officer advisory for startups: model build-vs-buy decisions (API vs fine-tune vs in-house), AI risk…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…Prompt governanceUse when managing prompts in production at scale: versioning prompts, running A/B tests on prompts, building…Rag architectUse when the user asks to design a RAG pipeline, choose a chunking strategy or embedding model, pick a…Senior ml engineerML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers…LLM architectUse when designing LLM systems for production, implementing fine-tuning or RAG architectures, optimizing…Machine learning engineerUse this agent when you need to deploy, optimize, or serve machine learning models at scale in production…Nlp engineerUse when building production NLP systems, implementing text processing pipelines, developing language…Microsoft Foundry SkillBuild, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and resources end…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…Engineering Hiring Rubric: [Role] — [Level]Build an engineering hiring rubric and technical interview scorecard for evaluating software engineers at a…
Microsoft Foundry SkillBuild, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and resources end…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…Engineering Hiring Rubric: [Role] — [Level]Build an engineering hiring rubric and technical interview scorecard for evaluating software engineers at a…Agents & MCP
Browser testing with devtoolsTests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a…Everything MCP ServerThis MCP server attempts to exercise all the features of the MCP protocol. It is not intended to be a useful…Fetch MCP ServerA Model Context Protocol server that provides web content fetching capabilities. This server enables LLMs to…Filesystem MCP ServerNode.js server implementing Model Context Protocol (MCP) for filesystem operations.Context7 MCPThis skill should be used when the user asks about libraries, frameworks, API references, or needs code…
Chrome devtoolsUses Chrome DevTools via MCP for efficient debugging, troubleshooting and browser automation. Use when…Chrome devtools MCPLets your AI drive a real Chrome with DevTools: performance traces, network requests, console and screenshots.Playwright MCPMicrosoft's browser automation server: your AI opens pages, clicks, fills forms and reads the page through…
Github MCP serverGitHub's official server: read repos, open and review pull requests, manage issues and Actions from your AI.SkillOpt-Sleep: usage-driven self-evolution for a local Claude agentUse when the user wants their Claude agent to self-improve from past usage, asks about a nightly/offline…
Firecrawl MCP ServerScrape, crawl and search the web and get clean markdown back; a keyless hosted endpoint is available.Mission Control Agent SkillInteract with Mission Control — AI agent orchestration dashboard. Use when registering agents, managing…Gemini Notebook CLI & MCP ExpertExpert guide for the Gemini Notebook (formerly Google NotebookLM) CLI (nlm) and MCP server - interfaces for…
Exa MCP ServerHosted web search and page fetching built for AI agents, no install needed.Delegating work — who should do this task?Use when you have a task and must decide WHO does it — yourself, a spawned subagent, or another agent in the…
Notion MCP serverNotion's official server: search, read and edit pages and databases in your workspace.
Cloudflare MCP ServersCloudflare's hosted servers for Workers, docs, observability, logs and browser rendering.
Supabase MCP ServerConnects your Supabase projects: query tables, run migrations, read logs and manage branches from your AI.Creating MCP AppsGuide developers through creating and updating MCP Apps. Covers the full lifecycle: brainstorming ideas…Creating Plugins For LLMsGuide developers through creating and updating ChatGPT plugins. Covers the full lifecycle: brainstorming…
Brave Search MCP ServerWeb, news, image and local search through the Brave Search API.ScenarioUse when connecting an AI agent to Scenario (scenario.com) through MCP, or when a task involves generating…MCP server youtube transcriptThis is an MCP server that allows you to directly download transcripts of YouTube videos.
AgenticmailEmail, SMS & phone-call infrastructure for AI agents — send and receive real email and text messages, and…Jmap MCPA Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON Meta Application…Mail MCPSecure IMAP/SMTP/EWS/Graph API MCP server in Rust — Microsoft 365, Hotmail, Gmail, Zoho, OAuth2, multi-account
OpenagentemailOpen communication and task handoffs for AI agents — self-hosted email, task threads, approvals, and…
MCP serverA generic, modular server for implementing the Model Context Protocol (MCP).Agoragentic integrationsPublic adapters and discovery catalog for Triptych OS (Agent OS): agent frameworks, MCP/A2A/x402 protocols…Outlook assistantMCP server for Outlook email, calendar, and contacts — let your AI assistant manage your inbox directly from…App publish MCPUnified MCP server for App Store Connect & Google Play Console — 91 tools for listings, screenshots…
MCP serverWaveSpeed MCP server — run any model on the live catalog (image, video, audio, 3D) with schema…Email MCPUnified MCP server for email access across Gmail, Outlook, iCloud, and IMAP
Olostep MCP serverMCP server for Olostep — the web scraping, crawling, and search infrastructure used by top AI companies…AgentdealsCatalogue of developer infrastructure free tiers, startup credits and pricing, with side-by-side vendor…Orangepro MCPOrangePro local-first CLI + MCP server for behavior mapping, grounded test generation, and dynamic proof.Domain MCPManage Dynadot domains, DNS, renewals, and transfers from Claude, Cursor, or any MCP client.MCP heyMCP server for Hey.com: read, send, search, and organise email from Claude or any MCP client. Runs locally…Miru codeCode search that lets AI coding agents find the right files in fewer steps. Use the hosted endpoint or…Brandkit MCPOpen-source MCP server that gives AI tools native access to your company's design system — drop in your…Flora MCP skillsFlora-mcp-skills
mcpElfa MCP ServerMCP analyticsThe statistical analyst in your AI chat — bring data and a question, own a citable, re-runnable analysis…Proton mail MCPUnofficial MCP server for Proton Mail (not affiliated with Proton AG) — send, read, search & organize email…
mcpMCP server for PostEverywhere: let Claude Code, Claude Desktop, Cursor and other MCP clients schedule posts…MCP vtenextMCP server for VTENext CRM: exposes the WebService API as tools for Claude and other MCP clients
Calven MCPConnect AI agents to Calven's shared PMM intelligence through Model Context Protocol.Engramo MCPEngrAmo MCP server
Gambot MCPMCP server for the Gambot WhatsApp Business API - send WhatsApp messages & templates, manage CRM, leads &…
mcpMCP server for AI agents to operate Sequenzy lifecycle, campaign, and transactional email workflows.MCP billing gateway sdkClient SDK and docs for MCP Billing Gateway — add Stripe + x402 billing to any MCP serverMCP gtm suiteMCP server for the full Mamba Labs GTM Suite. All six GTM actors as tools in one server via Apify…
Shumi MCPShumi crypto trade-intelligence MCP server — markets, funding rates, narratives, regime, and delta-neutral…
Deepledger pluginDeepledger-plugin
mcpMCP server for the PostStack Email API — 84 tools, 5 prompts, 5 resources for AI agents.Agentmash MCPAll your bookmarks in one library, shared with your AI agents. Remote MCP server docs for AgentMash.
Auten MCPComputer-use MCP server: give Claude Code, Codex, Cursor or any MCP client hands on a real screen: your…
Evlek MCPAI-native property MCP server for North Cyprus (KKTC). Built for Claude, ChatGPT, Gemini, Cursor.Fda risk radar MCPConstat — FDA & NHTSA regulatory-risk MCP server for AI agents. 14 tools: recalls, adverse events, warning…
mcpThe hosted SHIP MCP server. SHIP is your autonomous software team. Assign a Linear, Jira or GitHub issue to…mcpMakeAIVideo MCP server: let ChatGPT, Claude, Cursor and any AI agent create short-form AI videos (voiceover…MCP google gmailMCP server for the Gmail API — search, read and send email, manage drafts, labels and the trash. For Claude…PluginsOfficial Flowlines plugins for Claude Code and Codex: the Flowlines MCP server plus observability skillsDispatching parallel agentsUse when facing 2+ independent tasks that can be worked on without shared state or sequential dependenciesExecuting plansUse when you have a written implementation plan to execute in a separate session with review checkpointsSubagent driven developmentUse when executing implementation plans with independent tasks in the current sessionUsing superpowersUse when starting any conversation - establishes how to find and use skills, requiring skill invocation…Writing skillsUse when creating new skills, editing existing skills, or verifying skills work before deploymentMCP builderGuide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with…App store submission agentThis Agent skill helps you check your apps before submitting to the App Store to go through the process of…Karpathy guidelinesBehavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code…UltrathinkerExpert software developer and deep reasoner. Combines rigorous analytical thinking with production-quality…Xcode MCPGuidelines for efficient Xcode MCP tool usage. This skill should be used to understand when to use Xcode MCP…Context engineeringOptimizes agent context setup. Use when starting a new session, when agent output quality degrades, when…mcp-server-git: A git MCP serverA Model Context Protocol server for Git repository interaction and automation. This server provides tools to…Sequential Thinking MCP ServerAn MCP server implementation that provides a tool for dynamic and reflective problem-solving through a…Time MCP ServerA Model Context Protocol server that provides time and timezone conversion capabilities. This server enables…Bgpt paper searchSearch scientific papers and retrieve structured experimental data extracted from full-text studies via the…MarkitdownConvert heterogeneous documents and selected URIs to Markdown with Microsoft MarkItDown for text analysis…Pi agentBuild with and use Pi, the minimal terminal coding harness. Use for installing Pi, configuring…Context driven developmentCreates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a…protect-mcp — Policy Enforcement + Signed ReceiptsConfigure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls. Use when setting…review-agent-governance — SetupConfigure human-in-the-loop gating for AI agent review actions in Claude Code. Use when setting up a project…Team communication protocolsStructured messaging protocols for agent team communication including message type selection, plan approval…Team composition patternsDesign optimal agent team compositions with sizing heuristics, preset configurations, and agent type…Skill judgeEvaluate Agent Skill design quality against official specifications and best practices. Use when reviewing…WorkoraiWorkorAI talent marketplace skill: candidate job search and employer hiring with white-box match…Writing skillsUse when creating new skills, editing existing skills, or verifying skills work before deployment/hub:spawn — Launch Parallel AgentsLaunch N parallel subagents in isolated git worktrees to compete on the session task. Use when the user runs…MCP server builderDesign and ship production-ready MCP (Model Context Protocol) servers from OpenAPI contracts instead of…SkillOpt-Sleep: offline self-evolution for a local Claude agentUse when the user wants their Claude agent to self-improve from past usage, asks about a nightly/offline…TestRail IntegrationSync tests with TestRail. Use when user mentions "testrail", "test management", test cases", "test run"…Agent installerUse this agent when the user wants to discover, browse, or install Claude Code agents from the…Agent organizerUse when you need to break a complex task into subtasks, match each to the capabilities of available…Context managerUse to organize the shared context and state that a multi-agent workflow keeps in files — deciding…Knowledge synthesizerUse when you need to mine recurring patterns from agent logs, session transcripts, and workflow history…MCP developerUse this agent when you need to build, debug, or optimize Model Context Protocol (MCP) servers and clients…Multi agent coordinatorUse when you need to plan how multiple concurrent subagents should communicate, sequence their work, share…CmuxDrives cmux as an agent cockpit to boot, race, and monitor visible agent teams. Mac-only. USE WHEN cmux…MigrateIntakes external content, classifies chunks against LifeOS taxonomy, commits with provenance. Sources…Google analyticsAnalyze connected Google Analytics 4 traffic, acquisition, engagement, landing pages, ecommerce, events, and…Parallel Execution PatternsPatterns for parallel subagent execution using the Agent tool (formerly Task). Use when coordinating…ReflectSpawn three parallel review subagents over the active transcript, surface learnings, and route each to a…/toolify — Wire up an integration or MCP serverWhen you want to integrate an external tool, API, MCP server, or service into a project — the wizard walks…Qi layerUse when writing or maintaining AGENTS.md, .context/CONTEXT.md, or CLAUDE.md mirrors: keep intent docs…CovateTurn AI-assisted coding into real understanding — an MCP server that quizzes you on the code your AI just…Meshmarket MCPConnect any MCP client to the MeshTool platform + MeshMarket exchange in 30 seconds — agents that remember…Developer docs
Skillshare changelogGenerate CHANGELOG.md entry from recent commits in conventional format. Also syncs the website changelog…Skillshare update docsUpdate website docs to match recent code changes, cross-validating every flag against source. Use this skill…Architecture Decision RecorderRecords one architecture decision with alternatives, consequences and status; does not design the whole…Github repository analysis and enhancementAct as a GitHub Repository Analyst to perform in-depth analysis and suggest improvements for repository…Github repository analystAct as a GitHub Repository Analyst. You are an expert in software development and repository management with…Multi-Audience Application Discovery & Documentation PromptA prompt designed to analyze a codebase and generate comprehensive Markdown documentation tailored for…Documentation and adrsRecords decisions and documentation. Use when you need to document an architecture decision (ADR) or the…Treatment-Plan DocumentationFormat and structurally validate local treatment-plan documentation after clinical decisions have already…Codebase ScannerScans the codebase to generate project-doc.md and AGENTS.md. Use when bootstrapping a new agent-driven repo…HADS Claude SkillUse when writing technical documentation that needs to be readable by both humans and AI models, converting…Protocol reverse engineeringMaster network protocol reverse engineering including packet analysis, protocol dissection, and custom…
Notion research documentationResearch across Notion and synthesize into structured documentation; use when gathering info from multiple…Quality documentation managerSenior Quality Documentation Manager for comprehensive documentation control and regulatory document review…Atlassian Confluence ExpertAtlassian Confluence expert for creating and managing spaces, knowledge bases, and documentation. Configures…Changelog generatorProduce consistent, auditable release notes from Conventional Commits. Separates commit parsing…Quality documentation managerDocument control system management for medical device QMS. Covers document numbering, version control…Quality Manager - QMS ISO 13485 SpecialistISO 13485 Quality Management System implementation and maintenance for medical device organizations…Tc trackerUse when the user asks to track technical changes, create change records, manage TC lifecycles, or hand off…Documentation engineerUse this agent when you need to create, architect, or overhaul comprehensive documentation systems including…Documentation Writer AgentTechnical documentation specialist. Use for creating README files, API documentation, architecture docs…Changelog Generator SkillConvert a git log, commit list, or release notes into a polished, user-facing changelog. Use when writing…Process Documentation SkillDocument any business process in a clear, structured format. Use when asked to document a process, write a…Documentation strategyDesign and run a documentation system for a team or product. Use this skill when planning what to document…Technical writerWrites and restructures technical documentation - READMEs, tutorials, how-to guides, user guides…
Github repository analysis and enhancementAct as a GitHub Repository Analyst to perform in-depth analysis and suggest improvements for repository…Github repository analystAct as a GitHub Repository Analyst. You are an expert in software development and repository management with…Multi-Audience Application Discovery & Documentation PromptA prompt designed to analyze a codebase and generate comprehensive Markdown documentation tailored for…Documentation and adrsRecords decisions and documentation. Use when you need to document an architecture decision (ADR) or the…Treatment-Plan DocumentationFormat and structurally validate local treatment-plan documentation after clinical decisions have already…Codebase ScannerScans the codebase to generate project-doc.md and AGENTS.md. Use when bootstrapping a new agent-driven repo…HADS Claude SkillUse when writing technical documentation that needs to be readable by both humans and AI models, converting…Protocol reverse engineeringMaster network protocol reverse engineering including packet analysis, protocol dissection, and custom…Notion research documentationResearch across Notion and synthesize into structured documentation; use when gathering info from multiple…Quality documentation managerSenior Quality Documentation Manager for comprehensive documentation control and regulatory document review…Atlassian Confluence ExpertAtlassian Confluence expert for creating and managing spaces, knowledge bases, and documentation. Configures…Changelog generatorProduce consistent, auditable release notes from Conventional Commits. Separates commit parsing…Quality documentation managerDocument control system management for medical device QMS. Covers document numbering, version control…Quality Manager - QMS ISO 13485 SpecialistISO 13485 Quality Management System implementation and maintenance for medical device organizations…Tc trackerUse when the user asks to track technical changes, create change records, manage TC lifecycles, or hand off…Documentation engineerUse this agent when you need to create, architect, or overhaul comprehensive documentation systems including…Documentation Writer AgentTechnical documentation specialist. Use for creating README files, API documentation, architecture docs…Changelog Generator SkillConvert a git log, commit list, or release notes into a polished, user-facing changelog. Use when writing…Process Documentation SkillDocument any business process in a clear, structured format. Use when asked to document a process, write a…Documentation strategyDesign and run a documentation system for a team or product. Use this skill when planning what to document…Technical writerWrites and restructures technical documentation - READMEs, tutorials, how-to guides, user guides…Prompt & skill engineering
Writing, testing and tightening prompts, system prompts and agent skills.Skill BuilderAutomatically detect source types and build AI skills using Skill Seekers. Use when the user wants to create…Skill CreatorCreate new skills, modify and improve existing skills, and measure skill performance. Use when users want to…General assistant system promptA versatile assistant to help with various administrative and informational tasks, providing guidance…
GPT-5 | EXPERT PROMPT ENGINEER MODE (CONDENSED)Act as an expert in AI and prompt engineering. This prompt provides detailed insights, explanations, and…Meta promptA prompt to create a best promptMeta prompt engineerRe-useable meta-prompt to have the AI generate a prompt to achieve a $(goal) Simply replace the variable…Prompt refinerHigh-end Prompt Engineering & Prompt Refiner skill. Transforms raw or messy user requests into concise…Prompt engineering patternsThis skill should be used when the user asks to "optimize a prompt", "improve prompt performance", "design a…Prompt engineer toolkitTurns marketing prompts into tested, versioned production assets: A/B prompt evaluation against structured…Senior prompt engineerUse when the user asks to optimize prompts, design prompt templates, evaluate LLM outputs with an eval set…Prompt engineerUse this agent when you need to design, optimize, test, or evaluate prompts for large language models in…PromptingMeta-prompting standard library for generating, optimizing, and composing prompts programmatically via…Prompt designPrompts are the most overlooked element in behavior design. Without a prompt, behavior doesn't happen — no…Seedance 2.0 on Higgsfield — Fight Scene & Action Prompt GeneratorGenerate intense fight scene and action sequence video prompts for Seedance 2.0 on Higgsfield. Use whenever…Clone image adClones a STATIC IMAGE ad into finished ads for your own product, into a reusable prompt TEMPLATE, or both…
GPT-5 | EXPERT PROMPT ENGINEER MODE (CONDENSED)Act as an expert in AI and prompt engineering. This prompt provides detailed insights, explanations, and…Meta promptA prompt to create a best promptMeta prompt engineerRe-useable meta-prompt to have the AI generate a prompt to achieve a $(goal) Simply replace the variable…Prompt refinerHigh-end Prompt Engineering & Prompt Refiner skill. Transforms raw or messy user requests into concise…Prompt engineering patternsThis skill should be used when the user asks to "optimize a prompt", "improve prompt performance", "design a…Prompt engineer toolkitTurns marketing prompts into tested, versioned production assets: A/B prompt evaluation against structured…Senior prompt engineerUse when the user asks to optimize prompts, design prompt templates, evaluate LLM outputs with an eval set…Prompt engineerUse this agent when you need to design, optimize, test, or evaluate prompts for large language models in…PromptingMeta-prompting standard library for generating, optimizing, and composing prompts programmatically via…Prompt designPrompts are the most overlooked element in behavior design. Without a prompt, behavior doesn't happen — no…Seedance 2.0 on Higgsfield — Fight Scene & Action Prompt GeneratorGenerate intense fight scene and action sequence video prompts for Seedance 2.0 on Higgsfield. Use whenever…Clone image adClones a STATIC IMAGE ad into finished ads for your own product, into a reusable prompt TEMPLATE, or both…Web3 & smart contracts
Contracts, wallets and on-chain apps.X402 data APIAgent-native x402 pay-per-call data & security APIs on Base (crypto, DeFi, on-chain, Polymarket, MCP…Defi protocol templatesImplement DeFi protocols with production-ready templates for staking, AMMs, governance, and flash loans. Use…Nft standardsImplement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and…
Solidity securityMaster smart contract security best practices to prevent common vulnerabilities and implement secure…Web3 Smart Contract TestingTest smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and…Blockchain developerUse this agent when building smart contracts, DApps, and blockchain protocols that require expertise in…
Solidity securityMaster smart contract security best practices to prevent common vulnerabilities and implement secure…Web3 Smart Contract TestingTest smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and…Blockchain developerUse this agent when building smart contracts, DApps, and blockchain protocols that require expertise in…Game development
Gameplay, engines and game assets.
Godot gdscript patternsMaster Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when…
Unity ecs patternsMaster Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development…Game designGame design principles. GDD structure, balancing, player psychology, progression.Game developmentGame development orchestrator. Routes to platform-specific skills based on project needs.Pc gamesPC and console game development principles. Engine selection, platform features, optimization strategies.Web gamesWeb browser game development principles. Framework selection, WebGPU, optimization, PWA.Game developerUse this agent when implementing game systems, optimizing graphics rendering, building multiplayer…Unity: The Power of Shared IdentityUnity is the seventh and newest principle in Cialdini's framework, added in the expanded edition of…