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SkillNo. 01Implement Stripe payment processing for robustStripe integration
wshobson/agents · by wshobsonImplement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, buildi…★ 39.9k GitHub starsFree
SkillNo. 02Optimize a prompt, improve prompt performancePrompt engineering patternswshobson/agents · by wshobsonThis skill should be used when the user asks to "optimize a prompt", "improve prompt performance", "design a prompt template", "write better prompts", "debug prompt issu…★ 39.9k GitHub starsFree
SkillNo. 03Design LLM applications using LangChain 1.xLangChain & LangGraph Architecturewshobson/agents · by wshobsonDesign LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI agents, or…★ 39.9k GitHub starsFreeSkillImplement Stripe payment processing for robustStripe integrationwshobson/agents · by wshobsonImplement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, buildi…★ 39.9k GitHub starsFreeSkillOptimize a prompt, improve prompt performancePrompt engineering patternswshobson/agents · by wshobsonThis skill should be used when the user asks to "optimize a prompt", "improve prompt performance", "design a prompt template", "write better prompts", "debug prompt issu…★ 39.9k GitHub starsFreeSkillDesign LLM applications using LangChain 1.xLangChain & LangGraph Architecturewshobson/agents · by wshobsonDesign LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI agents, or…★ 39.9k GitHub starsFree
SkillImplement comprehensive evaluation strategies for LLMLLM evaluationwshobson/agents · by wshobsonImplement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring…★ 39.9k GitHub starsFree
SkillImplement comprehensive testing strategies with pytestPython testing patternswshobson/agents · by wshobsonImplement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or impleme…★ 39.9k GitHub starsFree
SkillBuild Retrieval-Augmented Generation systems for LLMRag implementationwshobson/agents · by wshobsonBuild Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building…★ 39.9k GitHub starsFree
SkillDesign optimal agent team compositions with sizingTeam composition patternswshobson/agents · by wshobsonDesign optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection. Use this skill when deciding how many agents to spawn for…★ 39.9k GitHub starsFree
SkillImplement proven backend architecture patterns includingwshobson/agents · by wshobsonImplement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use this skill when designing clean archit…★ 39.9k GitHub starsFree
SkillDesign multi-stage CI/CD pipelines with approval gatesDeployment pipeline designwshobson/agents · by wshobsonDesign multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use this skill when designing zero-downtime deployment pipelines,…★ 39.9k GitHub starsFree
SkillProfile and optimize Python code using cProfilePython performance optimizationwshobson/agents · by wshobsonProfile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improv…★ 39.9k GitHub starsFree
SkillImplement saga patterns for distributed transactionsSaga orchestrationwshobson/agents · by wshobsonImplement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when implementing distributed transactions across microservices where…★ 39.9k GitHub starsFree
SkillBuild scalable design systems with Tailwind CSS v4Tailwind Design System (v4)wshobson/agents · by wshobsonBuild scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing desi…★ 39.9k GitHub starsFree
SkillStructured messaging protocols for agent team communicationTeam communication protocolswshobson/agents · by wshobsonStructured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoid. Use this sk…★ 39.9k GitHub starsFree
SkillMaster Python asyncio, concurrent programmingAsync python patternswshobson/agents · by wshobsonMaster Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound…★ 39.9k GitHub starsFree
SkillImplement distributed tracing with Jaeger and Tempo to trackwshobson/agents · by wshobsonImplement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyz…★ 39.9k GitHub starsFree
SkillSelect and optimize embedding models for semantic searchEmbedding strategieswshobson/agents · by wshobsonSelect and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedd…★ 39.9k GitHub starsFree
SkillMaster Godot 4 GDScript patterns including signals, scenesGodot gdscript patternswshobson/agents · by wshobsonMaster Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScr…★ 39.9k GitHub starsFree
SkillCreate structured incident response runbooksIncident runbook templateswshobson/agents · by wshobsonCreate structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use this skill when building a service outage runbook…★ 39.9k GitHub starsFree
SkillDesign effective KPI dashboards with metrics selectionKPI dashboard designwshobson/agents · by wshobsonDesign effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS m…★ 39.9k GitHub starsFree
SkillCalculate TAM/SAM/SOM for market opportunitiesMarket sizing analysiswshobson/agents · by wshobsonCalculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets, estimating addressable reve…★ 39.9k GitHub starsFree
SkillMaster ES6+ features including async/await, destructuringModern javascript patternswshobson/agents · by wshobsonMaster ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patter…★ 39.9k GitHub starsFree
SkillBuild production-ready Node.js backend servicesNode.js Backend Patternswshobson/agents · by wshobsonBuild production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API des…★ 39.9k GitHub starsFree
SkillGenerate and maintain OpenAPI 3.1 specifications from codeOpenapi spec generationwshobson/agents · by wshobsonGenerate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensurin…★ 39.9k GitHub starsFree
SkillSet up Prometheus for comprehensive metric collectionPrometheus configurationwshobson/agents · by wshobsonSet up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up m…★ 39.9k GitHub starsFree
SkillCreate distributable Python packages with proper projectPython packagingwshobson/agents · by wshobsonCreate distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI to…★ 39.9k GitHub starsFree
SkillUpgrade React applications to latest versionsReact modernizationwshobson/agents · by wshobsonUpgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to…★ 39.9k GitHub starsFree
SkillBuild comprehensive 3-5 year financial models with revenueStartup financial modelingwshobson/agents · by wshobsonBuild comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups. Use this ski…★ 39.9k GitHub starsFree
SkillDesign optimal team structures, hiring plansTeam composition analysiswshobson/agents · by wshobsonDesign optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A. Use this skill when…★ 39.9k GitHub starsFree
SkillImplement WCAG 2.2 compliant interfaces with mobileAccessibility compliancewshobson/agents · by wshobsonImplement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing accessibility, implemen…★ 39.9k GitHub starsFree
SkillMaster Material Design 3 and Jetpack Compose patternsAndroid Mobile Designwshobson/agents · by wshobsonMaster Material Design 3 and Jetpack Compose patterns for building native Android apps. Use when designing Android interfaces, implementing Compose UI, or following Goog…★ 39.9k GitHub starsFree
SkillMigrate from AngularJS to Angular using hybrid modeAngular migrationwshobson/agents · by wshobsonMigrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planni…★ 39.9k GitHub starsFree
SkillUnderstand anti-reversing, obfuscationAnti reversing techniqueswshobson/agents · by wshobsonUnderstand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use this skill when analyzing malware evasion techniques, when im…★ 39.9k GitHub starsFree
SkillBuild production Apache Airflow DAGs with best practicesApache Airflow DAG Patternswshobson/agents · by wshobsonBuild production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or s…★ 39.9k GitHub starsFree
SkillOptimize Apache Spark jobs with partitioning, cachingApache Spark Optimizationwshobson/agents · by wshobsonOptimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling dat…★ 39.9k GitHub starsFree
SkillMaster REST and GraphQL API design principles to buildwshobson/agents · by wshobsonMaster REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API spe…★ 39.9k GitHub starsFree
SkillBuild comprehensive attack trees to visualize threat pathsAttack tree constructionwshobson/agents · by wshobsonBuild comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.★ 39.9k GitHub starsFree
SkillMaster authentication and authorization patterns includingAuthentication & Authorization Implementation Patternswshobson/agents · by wshobsonMaster authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implement…★ 39.9k GitHub starsFree
SkillBuild robust backtesting systems for trading strategiesBacktesting frameworkswshobson/agents · by wshobsonBuild robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading al…★ 39.9k GitHub starsFree
SkillMaster defensive Bash programming techniquesBash defensive patternswshobson/agents · by wshobsonMaster defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault to…★ 39.9k GitHub starsFree
SkillMaster Bash Automated Testing System for comprehensive shellBats testing patternswshobson/agents · by wshobsonMaster Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven d…★ 39.9k GitHub starsFree
SkillOptimize Bazel builds for large-scale monoreposBazel build optimizationwshobson/agents · by wshobsonOptimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.★ 39.9k GitHub starsFree
SkillBuild automated billing systems for recurring paymentsBilling automationwshobson/agents · by wshobsonBuild automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating…★ 39.9k GitHub starsFree
SkillAutomate changelog generation from commits, PRsChangelog automationwshobson/agents · by wshobsonAutomate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or stan…★ 39.9k GitHub starsFree
SkillOptimize cloud costs across AWS, Azure, GCPCloud Cost Optimizationwshobson/agents · by wshobsonOptimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud…★ 39.9k GitHub starsFree
SkillAnalyze competition, identify differentiation opportunitiesCompetitive Landscape Analysiswshobson/agents · by wshobsonAnalyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, Blue Ocean Strategy, and posit…★ 39.9k GitHub starsFree
SkillCreates and maintains project context artifactsContext driven developmentwshobson/agents · by wshobsonCreates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a `conductor/` directory. Scaffolds new projects from scratch, ext…★ 39.9k GitHub starsFree
SkillImplement Command Query Responsibility SegregationCqrs implementationwshobson/agents · by wshobsonImplement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event…★ 39.9k GitHub starsFree
SkillImplement data quality validation with Great ExpectationsData quality frameworkswshobson/agents · by wshobsonImplement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or est…★ 39.9k GitHub starsFree
SkillTransform data into compelling narrativesData storytellingwshobson/agents · by wshobsonTransform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, o…★ 39.9k GitHub starsFree
SkillExecute database migrations across ORMsDatabase migrationwshobson/agents · by wshobsonExecute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing…★ 39.9k GitHub starsFree
SkillMaster dbt for analytics engineering with model organizationDbt transformation patternswshobson/agents · by wshobsonMaster dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformation…★ 39.9k GitHub starsFree
SkillImplement DeFi protocols with production-ready templatesDefi protocol templateswshobson/agents · by wshobsonImplement DeFi protocols with production-ready templates for staking, AMMs, governance, and flash loans. Use when building decentralized finance applications or smart co…★ 39.9k GitHub starsFree
SkillManage major dependency version upgrades with compatibilityDependency upgradewshobson/agents · by wshobsonManage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major de…★ 39.9k GitHub starsFree
SkillBuild scalable design systems with design tokensDesign system patternswshobson/agents · by wshobsonBuild scalable design systems with design tokens, theming infrastructure, and component architecture patterns. Use when creating design tokens, implementing theme switch…★ 39.9k GitHub starsFree
SkillMaster end-to-end testing with PlaywrightE2e testing patternswshobson/agents · by wshobsonMaster end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementin…★ 39.9k GitHub starsFree
SkillCreate employment contracts, offer lettersEmployment contract templateswshobson/agents · by wshobsonCreate employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating HR policies, or sta…★ 39.9k GitHub starsFree
SkillMaster error handling patterns across languages includingwshobson/agents · by wshobsonMaster error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when…★ 39.9k GitHub starsFree
SkillDesign and implement event stores for event-sourced systemsEvent store designwshobson/agents · by wshobsonDesign and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event pe…★ 39.9k GitHub starsFree
SkillCreate production-ready FastAPI projects with async patternsFastAPI Project Templateswshobson/agents · by wshobsonCreate production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setti…★ 39.9k GitHub starsFree
SkillImplement GDPR-compliant data handling with consentGdpr data handlingwshobson/agents · by wshobsonImplement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, impl…★ 39.9k GitHub starsFree
SkillMaster advanced Git workflows including rebasingGit advanced workflowswshobson/agents · by wshobsonMaster advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managi…★ 39.9k GitHub starsFree
SkillMaster Go concurrency with goroutines, channelsGo concurrency patternswshobson/agents · by wshobsonMaster Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race…★ 39.9k GitHub starsFree
SkillDesign, organize, and manage Helm charts for templatingHelm chart scaffoldingwshobson/agents · by wshobsonDesign, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kube…★ 39.9k GitHub starsFree
SkillConfigure secure, high-performance connectivity betweenHybrid cloud networkingwshobson/agents · by wshobsonConfigure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid clou…★ 39.9k GitHub starsFree
SkillCombine vector and keyword search for improved retrievalHybrid search implementationwshobson/agents · by wshobsonCombine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient…★ 39.9k GitHub starsFree
SkillMaster iOS Human Interface Guidelines and SwiftUI patternsiOS Mobile Designwshobson/agents · by wshobsonMaster iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps. Use when designing iOS interfaces, implementing SwiftUI views, or ensuring apps…★ 39.9k GitHub starsFree
SkillImplement comprehensive testing strategies using JestJavascript testing patternswshobson/agents · by wshobsonImplement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and…★ 39.9k GitHub starsFree
SkillImplement memory-safe programming with RAII, ownershipMemory safety patternswshobson/agents · by wshobsonImplement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing res…★ 39.9k GitHub starsFree
SkillDesign microservices architectures with service boundariesMicroservices patternswshobson/agents · by wshobsonDesign microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monol…★ 39.9k GitHub starsFree
SkillMaster monorepo management with Turborepo, Nxwshobson/agents · by wshobsonMaster monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency managemen…★ 39.9k GitHub starsFree
SkillConfigure mutual TLS for zero-trust service-to-serviceMtls configurationwshobson/agents · by wshobsonConfigure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal se…★ 39.9k GitHub starsFree
SkillDesign multi-cloud architectures using a decision frameworkMulti cloud architecturewshobson/agents · by wshobsonDesign multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI. Use when building multi-cloud systems, avoi…★ 39.9k GitHub starsFree
SkillBuilding Next.js applications, implementing SSR/SSNext.js App Router Patternswshobson/agents · by wshobsonMaster Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SS…★ 39.9k GitHub starsFree
SkillImplement NFT standards with proper metadata handlingwshobson/agents · by wshobsonImplement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT…★ 39.9k GitHub starsFree
SkillConfigure and optimize Nx monorepo workspacesNx workspace patternswshobson/agents · by wshobsonConfigure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected commands.★ 39.9k GitHub starsFree
SkillCoordinate parallel feature development with file ownershipwshobson/agents · by wshobsonCoordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation. Use this skill…★ 39.9k GitHub starsFree
SkillIntegrate PayPal payment processing with support for expressPaypal integrationwshobson/agents · by wshobsonIntegrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online tra…★ 39.9k GitHub starsFree
SkillImplement PCI DSS compliance requirements for securePci compliancewshobson/agents · by wshobsonImplement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, o…★ 39.9k GitHub starsFree
SkillBuild read models and projections from event streamsProjection patternswshobson/agents · by wshobsonBuild read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-source…★ 39.9k GitHub starsFree
SkillPython design patterns including KISSwshobson/agents · by wshobsonPython design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance. Use this skill when designing a new service or co…★ 39.9k GitHub starsFree
SkillPython type safety with type hints, generics, protocolswshobson/agents · by wshobsonPython type safety with type hints, generics, protocols, and strict type checking. Use when adding type annotations, implementing generic classes, defining structural in…★ 39.9k GitHub starsFree
SkillBuild production React Native apps with Expo, navigationReact native architecturewshobson/agents · by wshobsonBuild production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native…★ 39.9k GitHub starsFree
SkillMaster React Native styling, navigationReact native designwshobson/agents · by wshobsonMaster React Native styling, navigation, and Reanimated animations for cross-platform mobile development. Use when building React Native apps, implementing navigation pa…★ 39.9k GitHub starsFree
SkillMaster modern React state management with Redux Toolkitwshobson/agents · by wshobsonMaster modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between st…★ 39.9k GitHub starsFree
SkillImplement modern responsive layouts using container queriesResponsive designwshobson/agents · by wshobsonImplement modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first breakpoint strategies. Use when building adaptive interfaces, i…★ 39.9k GitHub starsFree
SkillConfigure human-in-the-loop gating for AI agent reviewreview-agent-governance — Setupwshobson/agents · by wshobsonConfigure human-in-the-loop gating for AI agent review actions in Claude Code. Use when setting up a project where an agent may post PR reviews, comments, merges, or edi…★ 39.9k GitHub starsFree
SkillCalculate portfolio risk metrics including VaR, CVaR, SharpeRisk metrics calculationwshobson/agents · by wshobsonCalculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building ri…★ 39.9k GitHub starsFree
SkillMaster Rust async programming with Tokio, async traitsRust async patternswshobson/agents · by wshobsonMaster Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent syste…★ 39.9k GitHub starsFree
SkillDerive security requirements from threat modelsSecurity requirement extractionwshobson/agents · by wshobsonDerive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or build…★ 39.9k GitHub starsFree
SkillImplement comprehensive observability for service meshesService mesh observabilitywshobson/agents · by wshobsonImplement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latenc…★ 39.9k GitHub starsFree
SkillMaster ShellCheck static analysis configurationShellCheck Configuration and Static Analysiswshobson/agents · by wshobsonMaster ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring script po…★ 39.9k GitHub starsFree
SkillImplement efficient similarity search with vector databasesSimilarity search patternswshobson/agents · by wshobsonImplement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performanc…★ 39.9k GitHub starsFree
SkillSchedule and publish social media posts across 13 platformsSocial publishingwshobson/agents · by wshobsonSchedule and publish social media posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, Pinterest) vi…★ 39.9k GitHub starsFree
SkillMaster smart contract security best practices to preventSolidity securitywshobson/agents · by wshobsonMaster smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existi…★ 39.9k GitHub starsFree
SkillMaster SQL query optimization, indexing strategiesSQL optimization patternswshobson/agents · by wshobsonMaster SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow…★ 39.9k GitHub starsFree
SkillTrack, calculate, and optimize key performance metricsStartup metrics frameworkwshobson/agents · by wshobsonTrack, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B startups from seed through Series A, including unit economics, growth eff…★ 39.9k GitHub starsFree
SkillApply STRIDE methodology to systematically identify threatsStride analysis patternswshobson/agents · by wshobsonApply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.★ 39.9k GitHub starsFree
SkillBuild reusable Terraform modules for AWS, Azure, GCPTerraform module librarywshobson/agents · by wshobsonBuild reusable Terraform modules for AWS, Azure, GCP, and OCI infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, s…★ 39.9k GitHub starsFree
SkillMap identified threats to appropriate security controlsThreat mitigation mappingwshobson/agents · by wshobsonMap identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control ef…★ 39.9k GitHub starsFree
SkillMaster TypeScript's advanced type system including genericsTypescript advanced typeswshobson/agents · by wshobsonMaster TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. U…★ 39.9k GitHub starsFree
SkillMaster Unity ECS with DOTS, JobsUnity ecs patternswshobson/agents · by wshobsonMaster Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performanc…★ 39.9k GitHub starsFree
SkillMaster the uv package manager for fast Python dependencywshobson/agents · by wshobsonMaster the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, mana…★ 39.9k GitHub starsFree
SkillOptimize vector index performance for latency, recallVector index tuningwshobson/agents · by wshobsonOptimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastru…★ 39.9k GitHub starsFree
SkillConduct WCAG 2.2 accessibility audits with automated testingWcag audit patternswshobson/agents · by wshobsonConduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG vi…★ 39.9k GitHub starsFree
SkillTest smart contracts comprehensively using HardhatWeb3 Smart Contract Testingwshobson/agents · by wshobsonTest smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up b…★ 39.9k GitHub starsFree
SkillMaster C/.NET backend development patterns for buildingwshobson/agents · by wshobsonMaster C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framewor…★ 39.9k GitHub starsFree
SkillWrite and maintain Architecture Decision Records followingwshobson/agents · by wshobsonWrite and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisio…★ 39.9k GitHub starsFree
SkillMaster binary analysis patterns including disassemblywshobson/agents · by wshobsonMaster binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding…★ 39.9k GitHub starsFree
SkillConfigure a PreToolUse hook to prevent AI agentsBlock no verify hookwshobson/agents · by wshobsonConfigure a PreToolUse hook to prevent AI agents from skipping git pre-commit hooks with --no-verify and other bypass flags. Use when setting up Claude Code projects tha…★ 39.9k GitHub starsFree
SkillMaster effective code review practices to provideCode review excellencewshobson/agents · by wshobsonMaster effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing…★ 39.9k GitHub starsFree
MCPElite AI-powered customer support specialist masteringwshobson/agents · by wshobsonElite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences. Integrates modern…★ 39.9k GitHub starsFree
SkillMaster systematic debugging techniques, profiling toolsDebugging strategieswshobson/agents · by wshobsonMaster systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investi…★ 39.9k GitHub starsFree
SkillBuild GitLab CI/CD pipelines with multi-stage workflowsGitlab ci patternswshobson/agents · by wshobsonBuild GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipelin…★ 39.9k GitHub starsFree
SkillInstall and operate Hermes Tweetwshobson/agents · by wshobsonInstall and operate Hermes Tweet, a Hermes Agent plugin for X/Twitter research, timeline reading, tweet analysis, and approval-gated private or state-changing operations…★ 39.9k GitHub starsFree
SkillDesign and implement microinteractions, motion designInteraction designwshobson/agents · by wshobsonDesign and implement microinteractions, motion design, transitions, and user feedback patterns. Use when adding polish to UI interactions, implementing loading states, o…★ 39.9k GitHub starsFree
SkillConfigure Istio traffic management including routingwshobson/agents · by wshobsonConfigure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, prog…★ 39.9k GitHub starsFree
SkillCreate production-ready Kubernetes manifests for DeploymentsKubernetes Manifest Generatorwshobson/agents · by wshobsonCreate production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kube…★ 39.9k GitHub starsFree
SkillImplement Kubernetes security policies includingwshobson/agents · by wshobsonImplement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, impleme…★ 39.9k GitHub starsFree
SkillImplement Linkerd service mesh patterns for lightweightLinkerd patternswshobson/agents · by wshobsonImplement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or impleme…★ 39.9k GitHub starsFree
SkillMaster memory forensics techniques including memorywshobson/agents · by wshobsonMaster memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory…★ 39.9k GitHub starsFree
SkillCoordinate parallel code reviews across multiple qualityMulti reviewer patternswshobson/agents · by wshobsonCoordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use this skill when org…★ 39.9k GitHub starsFree
SkillDebug complex issues using competing hypothesesParallel debuggingwshobson/agents · by wshobsonDebug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debugging bugs with mul…★ 39.9k GitHub starsFree
SkillConfigure Cedar policy enforcement and Ed25519 signedprotect-mcp — Policy Enforcement + Signed Receiptswshobson/agents · by wshobsonConfigure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls. Use when setting up projects that need cryptographic audit trails, policy-gate…★ 39.9k GitHub starsFree
SkillTest web applications with screen readers includingScreen reader testingwshobson/agents · by wshobsonTest web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuri…★ 39.9k GitHub starsFree
SkillDecompose complex tasks, design dependency graphsTask coordination strategieswshobson/agents · by wshobsonDecompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when breaking dow…★ 39.9k GitHub starsFree
SkillCreating, managing, or working with ConductorTrack managementwshobson/agents · by wshobsonUse this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md, and tra…★ 39.9k GitHub starsFree
SkillConfigure Turborepo for efficient monorepo builds with localTurborepo cachingwshobson/agents · by wshobsonConfigure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed c…★ 39.9k GitHub starsFree
SkillApply typography, color theory, spacing systemsVisual design foundationswshobson/agents · by wshobsonApply typography, color theory, spacing systems, and iconography principles to create cohesive visual designs. Use when establishing design tokens, building style guides…★ 39.9k GitHub starsFree
SkillMaster React, Vue, and Svelte component patterns includingWeb component designwshobson/agents · by wshobsonMaster React, Vue, and Svelte component patterns including CSS-in-JS, composition strategies, and reusable component architecture. Use when building UI component librari…★ 39.9k GitHub starsFree
SkillDesign durable workflows with Temporal for distributedWorkflow orchestration patternswshobson/agents · by wshobsonDesign durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use…★ 39.9k GitHub starsFree
SkillImplementing tasks according to Conductor's TDD workflowWorkflow patternswshobson/agents · by wshobsonUse this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the verificati…★ 39.9k GitHub starsFree
SkillBrand-first landing pageBrand Landing Page Designerwshobson/agents · by wshobsonBrand-first landing page designer — runs a brand-identity interview (colors, typography, shape language), then generates and iterates on a polished landing page via Stit…★ 39.9k GitHub starsFree
SkillScans the codebase to generate project-doc.md and AGENTS.mdCodebase Scannerwshobson/agents · by wshobsonScans the codebase to generate project-doc.md and AGENTS.md. Use when bootstrapping a new agent-driven repo, refreshing project documentation after architectural changes…★ 39.9k GitHub starsFree
SkillWriting technical documentation that needs to be readableHADS Claude Skillwshobson/agents · by wshobsonUse when writing technical documentation that needs to be readable by both humans and AI models, converting existing docs to HADS format, validating a HADS document, or…★ 39.9k GitHub starsFree
SkillMaster network protocol reverse engineering including packetwshobson/agents · by wshobsonMaster network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, unders…★ 39.9k GitHub starsFree
SkillReviewing Python code for common anti-patterns to avoidPython Anti-Patterns Checklistwshobson/agents · by wshobsonUse this skill when reviewing Python code for common anti-patterns to avoid. Use as a checklist when reviewing code, before finalizing implementations, or when debugging…★ 39.9k GitHub starsFree
SkillPython background job patterns including task queuesPython Background Jobs & Task Queueswshobson/agents · by wshobsonPython background job patterns including task queues, workers, and event-driven architecture. Use when implementing async task processing, job queues, long-running opera…★ 39.9k GitHub starsFree
SkillPython configuration management via environment variableswshobson/agents · by wshobsonPython configuration management via environment variables and typed settings. Use when externalizing config, setting up pydantic-settings, managing secrets, or implement…★ 39.9k GitHub starsFree
SkillPython error handling patterns including input validationwshobson/agents · by wshobsonPython error handling patterns including input validation, exception hierarchies, and partial failure handling. Use when implementing validation logic, designing excepti…★ 39.9k GitHub starsFree
SkillPython observability patterns including structured loggingwshobson/agents · by wshobsonPython observability patterns including structured logging, metrics, and distributed tracing. Use when adding logging, implementing metrics collection, setting up tracin…★ 39.9k GitHub starsFree
SkillPython resilience patterns including automatic retrieswshobson/agents · by wshobsonPython resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators. Use when adding retry logic, implementing timeouts,…★ 39.9k GitHub starsFree
SkillPython resource management with context managerswshobson/agents · by wshobsonPython resource management with context managers, cleanup patterns, and streaming. Use when managing connections, file handles, implementing cleanup logic, or building s…★ 39.9k GitHub starsFree
SkillTest Temporal workflows with pytest, time-skippingTemporal Python Testing Strategieswshobson/agents · by wshobsonTest Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use wh…★ 39.9k GitHub starsFree
SkillConvert files betweenFile Conversion (ChangeThisFile)wshobson/agents · by wshobsonConvert files between formats — PDF to Word, HEIC to JPG, MP4 to MP3, CSV to JSON, EPUB to MOBI, and 999 total routes across images, video, audio, documents, data, fonts…★ 39.9k GitHub starsFree
SkillPreparing the narrative, sourcesPptx deck contextwshobson/agents · by wshobsonUse when preparing the narrative, sources, and design context for a new editable PPTX deck.★ 39.9k GitHub starsFree
SkillValidating or repairing an editable PPTX deck for geometryPptx quality gateswshobson/agents · by wshobsonUse when validating or repairing an editable PPTX deck for geometry, accessibility, native editability, source lineage, and OOXML package integrity.★ 39.9k GitHub starsFree
SkillAnalyzing a reference PPTX for read-only structure, themePptx reference deck analysiswshobson/agents · by wshobsonUse when analyzing a reference PPTX for read-only structure, theme, typography, layout rhythm, diagnostics, derived template catalogs, or safe OOXML package inspection.★ 39.9k GitHub starsFree
SkillAuthoring or repairing a coordinate-explicit JSONPptx slide specificationwshobson/agents · by wshobsonUse when authoring or repairing a coordinate-explicit JSON specification for an editable PPTX deck.★ 39.9k GitHub starsFree
SkillSelecting and placing approved supporting icons, imagesPptx visual assetswshobson/agents · by wshobsonUse when selecting and placing approved supporting icons, images, SVGs, diagrams, or infographics in an editable PPTX deck.★ 39.9k GitHub starsFree
MCPMaster modern business analysis with AI-powered analyticsBusiness analystwshobson/agents · by wshobsonMaster modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and str…★ 39.9k GitHub starsFree
MCPComprehensive pre-ship review of all changes since the lastCode review preshipmentwshobson/agents · by wshobsonComprehensive pre-ship review of all changes since the last deploy or a specified commit. Walks correctness, atomicity and race conditions, error handling, data-store hy…★ 39.9k GitHub starsFree
MCPElite content marketing strategistContent marketerwshobson/agents · by wshobsonElite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marketing. Master…★ 39.9k GitHub starsFree
MCPDeploying to productionDeploy with verificationwshobson/agents · by wshobsonUse when deploying to production. Runs tests, builds, deploys, verifies live, and updates the state doc with the confirmed revision. Stops if tests fail; never reports s…★ 39.9k GitHub starsFree
MCPGallery search and inspiration agentGallery researcherwshobson/agents · by wshobsonGallery search and inspiration agent. Delegates here when user wants to find references, explore styles, build a mood board, or needs inspiration before deciding what to…★ 39.9k GitHub starsFree
MCPProfessional, ethical HR partner for hiringHR prowshobson/agents · by wshobsonProfessional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations. Ask for jurisdiction and com…★ 39.9k GitHub starsFree
MCPImage generation executor agentImage generatorwshobson/agents · by wshobsonImage generation executor agent. Delegates here for ALL generate_image calls to keep the main conversation context clean. Spawn one per image; for parallel generation, s…★ 39.9k GitHub starsFree
MCPDraft privacy policies, terms of service, disclaimersLegal advisorwshobson/agents · by wshobsonDraft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements. Use PROACTIVELY…★ 39.9k GitHub starsFree
MCPIntegrate Stripe, PayPal, and payment processorsPayment integrationwshobson/agents · by wshobsonIntegrate Stripe, PayPal, and payment processors. Handles checkout flows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when implementing payments, billin…★ 39.9k GitHub starsFree
MCPCreating, repairing, or auditing a production-ready editablePptx deck creation builderwshobson/agents · by wshobsonUse when creating, repairing, or auditing a production-ready editable PowerPoint (PPTX) deck from a brief, source material, or reference deck.★ 39.9k GitHub starsFree
MCPPulls recent production logs filtered for errors, warningsProd logs health checkwshobson/agents · by wshobsonPulls recent production logs filtered for errors, warnings, and anomalies. Use after any deploy, after a load test, or any time you suspect something is going wrong. Tre…★ 39.9k GitHub starsFree
MCPBatch prompt writing agentPrompt crafterwshobson/agents · by wshobsonBatch prompt writing agent. Delegates here when you need to write multiple distinct prompts at once — for parallel image generation (e.g., "5 logo concepts"), serial-to-…★ 39.9k GitHub starsFree
MCPBuild financial models, backtest trading strategiesQuant analystwshobson/agents · by wshobsonBuild financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage. Use PROACTIVELY…★ 39.9k GitHub starsFree
MCPMonitor portfolio risk, R-multiples, and position limitsRisk managerwshobson/agents · by wshobsonMonitor portfolio risk, R-multiples, and position limits. Creates hedging strategies, calculates expectancy, and implements stop-losses. Use PROACTIVELY for risk assessm…★ 39.9k GitHub starsFree
MCPDraft cold emails, follow-ups, and proposal templatesSales automatorwshobson/agents · by wshobsonDraft cold emails, follow-ups, and proposal templates. Creates pricing pages, case studies, and sales scripts. Use PROACTIVELY for sales outreach or lead nurturing.★ 39.9k GitHub starsFree
MCPExpert web researcher using advanced search techniquesSearch specialistwshobson/agents · by wshobsonExpert web researcher using advanced search techniques and synthesis. Masters search operators, result filtering, and multi-source verification. Handles competitive anal…★ 39.9k GitHub starsFree
MCPAnalyzes content for E-E-A-T signalsSEO authority builderwshobson/agents · by wshobsonAnalyzes content for E-E-A-T signals and suggests improvements to build authority and trust. Identifies missing credibility elements. Use PROACTIVELY for YMYL topics.★ 39.9k GitHub starsFree
MCPAnalyzes multiple provided pages to identify keyword overlapSEO cannibalization detectorwshobson/agents · by wshobsonAnalyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when reviewing si…★ 39.9k GitHub starsFree
MCPAnalyzes provided content for quality, E-E-A-T signalsSEO content auditorwshobson/agents · by wshobsonAnalyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines.…★ 39.9k GitHub starsFree
MCPCreates comprehensive content outlines and topic clustersSEO content plannerwshobson/agents · by wshobsonCreates comprehensive content outlines and topic clusters for SEO. Plans content calendars and identifies topic gaps. Use PROACTIVELY for content strategy and planning.★ 39.9k GitHub starsFree
MCPIdentifies outdated elements in provided contentSEO content refresherwshobson/agents · by wshobsonIdentifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PROACTIVELY fo…★ 39.9k GitHub starsFree
MCPWrites SEO-optimized content based on provided keywordsSEO content writerwshobson/agents · by wshobsonWrites SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY for content c…★ 39.9k GitHub starsFree
MCPAnalyzes keyword usage in provided contentSEO keyword strategistwshobson/agents · by wshobsonAnalyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization. Use PROACTI…★ 39.9k GitHub starsFree
MCPCreates optimized meta titles, descriptionsSEO meta optimizerwshobson/agents · by wshobsonCreates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use PROACTIVE…★ 39.9k GitHub starsFree
MCPFormats content to be eligible for featured snippetsSEO snippet hunterwshobson/agents · by wshobsonFormats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use PROACTIVELY for question-ba…★ 39.9k GitHub starsFree
MCPAnalyzes and optimizes content structure including headerSEO structure architectwshobson/agents · by wshobsonAnalyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly content organiza…★ 39.9k GitHub starsFree
MCPUse at the start of every work sessionSession startwshobson/agents · by wshobsonUse at the start of every work session. Reads the canonical state doc, verifies live state, reconciles drift from external deploys or dirty shutdowns, and prints a conci…★ 39.9k GitHub starsFree
MCPAgent-first social media publishing specialistSocial publishing publisherwshobson/agents · by wshobsonAgent-first social media publishing specialist. Use this agent to schedule and publish posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord…★ 39.9k GitHub starsFree
MCPExpert startup business analyst specializing in marketStartup analystwshobson/agents · by wshobsonExpert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage companies. Use PROACTIVEL…★ 39.9k GitHub starsFree
MCPDeveloper Experience specialistTeam collaboration dx optimizerwshobson/agents · by wshobsonDeveloper Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction…★ 39.9k GitHub starsFree