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Skill catalog

11,366agent skills synced from skills.sh, with their install counts. Read them here, or let your agent fetch the right one through the Graph-of-Skills MCP server.

Want your agent to use these? Set up Graph-of-Skills or get a free key. How these skills are sourced and what we check. Cannot find one? Your agent can write a skill for your own library. Have skills of your own? Install one on another machine. A skill that comes from GitHub shows its npx skills add command on its page.

  1. refero-design referodesign/refero_skill

    Primary/default skill for UI design, product design, web design, landing pages, dashboards, product screens, redesigns, visual polish, frontend/CSS styling, design systems, components, responsive design, typography, col…

    12,010 installs
  2. swift-concurrency-pro twostraws/swift-concurrency-agent-skill

    Reviews Swift code for concurrency correctness, modern API usage, and common async/await pitfalls. Use when reading, writing, or reviewing Swift concurrency code.

    11,995 installs
  3. extension-inference caffeinelabs/skills

    MANDATORY recipe for every Caffeine build that calls an LLM, chatbot, GPT, or ChatGPT **on Caffeine Inference** (no user-pasted OpenAI key). The ONLY supported path is the `caffeineai-inference-client` mops package with…

    11,991 installs
  4. bmad-agent-analyst bmad-code-org/bmad-method

    Business analyst for market research, competitive analysis, and requirements. Use when the user asks to talk to Mary or requests the business analyst

    11,983 installs
  5. Investigates Google Cloud networking issues by analyzing GCP logs, metrics, and diagnostics. Use when investigating dropped network traffic, packet drops, drop reasons, VPC Flow Logs (including Private Service Connect /…

    11,955 installs
  6. seedance2-api hexiaochun/seedance2-api

    End-to-end AI video generation from storyboard concept to final output. Supports both MCP and standalone Python script modes; automatically detects availability and switches gracefully if MCP is unavailable. Generates r…

    11,953 installs
  7. reddit-leads lignertys/reddit-research-skills

    Discover B2B leads from Reddit using AI-powered lead scoring via reddapi.dev Leads API. Finds high-intent signals, scores them 0-100, and classifies by lead type (pain_point, solution_request, complaint, feature_request…

    11,952 installs
  8. researchwrite yuan1z0825/nature-skills

    Compose, revise, or audit research proposals, opening reports, and research plans from supporting evidence. Use for 研究计划、开题报告、科研项目申请书. Invoked as researchwrite for compatibility; use nature-writing for general manuscrip…

    11,950 installs
  9. resume-bullet-writer paramchoudhary/resumeskills

    Transform weak resume bullets into achievement-focused statements with metrics and impact

    11,931 installs
  10. grimoire-polymarket franalgaba/grimoire

    Queries Polymarket market data and CLOB state, and manages CLOB orders via the Grimoire venue CLI wrapper backed by the official Polymarket CLI.

    11,929 installs
  11. bmad-prd bmad-code-org/bmad-method

    Create, update, or validate a PRD. Use when the user wants help producing, editing, or validating a PRD

    11,927 installs
  12. golang-pkg-go-dev samber/cc-skills-golang

    Golang package and module lookup via `godig`, a pkg.go.dev API client (CLI + MCP server). Use for any Go/Golang library's documentation, API signatures, symbols, usage examples, which versions exist, licenses, whether a…

    11,900 installs
  13. nature-statistics yuan1z0825/nature-skills

    Audit or improve manuscript statistical reporting, including experimental units, replication, uncertainty, tests, and figure statistics. Use for 统计审查、统计方法小节、图注统计 and reviewer concerns; compute new analyses only when req…

    11,894 installs
  14. nature-literature-pipeline yuan1z0825/nature-skills

    Complete automated literature discovery pipeline: multi-source search → six-dimension scoring → fine reading → formatted delivery → archival. Combines a configurable engine with daily cron-driven application layer. Work…

    11,874 installs
  15. cf-cli cloudflare/skills

    Cloudflare's official cf CLI (beta) for the public Cloudflare API and Workers projects. Use for finding and running Cloudflare commands from the terminal — sign-in and profiles, cf cli search, cf schema, cf deploy/dev/b…

    11,870 installs
  16. search tavily-ai/skills

    Search the web using Tavily's LLM-optimized search API. Returns relevant results with content snippets, scores, and metadata. Use when you need to find web content on any topic without writing code.

    11,865 installs
  17. bmad-agent-ux-designer bmad-code-org/bmad-method

    UX designer and UI specialist. Use when the user asks to talk to Sally or requests the UX designer

    11,861 installs
  18. speech-to-text elevenlabs/skills

    Transcribe audio to text using ElevenLabs Scribe v2. Use when converting audio/video to text, generating subtitles, transcribing meetings, or processing spoken content.

    11,860 installs
  19. vitepress antfu/skills

    VitePress static site generator powered by Vite and Vue. Use when building documentation sites, configuring themes, or writing Markdown with Vue components.

    11,859 installs
  20. bmad-product-brief bmad-code-org/bmad-method

    Create, update, or validate a product brief. Use when the user wants help producing, editing, or validating a brief

    11,844 installs
  21. python-resilience wshobson/agents

    Python resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators. Use when adding retry logic, implementing timeouts, building fault-tolerant services, or handling tra…

    11,834 installs
  22. memory-safety-patterns wshobson/agents

    Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory bugs.

    11,825 installs
  23. claude-opus-4-5-migration anthropics/claude-code

    Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API calls to use Opus 4.5. Handles model string updates and prompt adju…

    11,804 installs
  24. market-sizing-analysis wshobson/agents

    Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets, estimating addressable revenue, validating market opportunity for a new ventu…

    11,795 installs
  25. java-spring-boot pluginagentmarketplace/custom-plugin-java

    Build production Spring Boot applications - REST APIs, Security, Data, Actuator

    11,781 installs
  26. gitops-workflow wshobson/agents

    Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deployments, or setting up…

    11,734 installs
  27. n8n-workflow-patterns czlonkowski/n8n-skills

    Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processi…

    11,734 installs
  28. bmad-advanced-elicitation bmad-code-org/bmad-method

    Push the LLM to reconsider, refine, and improve its recent output. Use when user asks for deeper critique or mentions a known deeper critique method, e.g. socratic, first principles, pre-mortem, red team

    11,690 installs
  29. bmad-ux bmad-code-org/bmad-method

    Capture the user's UX vision in two documents: DESIGN.md for how the product looks and EXPERIENCE.md for how it behaves. Use when the user says "lets create UX design" or "create UX specifications" or "help me plan the…

    11,689 installs
  30. ffmpeg digitalsamba/claude-code-video-toolkit

    Video and audio processing with FFmpeg. Use for format conversion, resizing, compression, audio extraction, and preparing assets for Remotion. Triggers include converting GIF to MP4, resizing video, extracting audio, co…

    11,680 installs
  31. java-junit github/awesome-copilot

    Write, review and fix Java unit tests with JUnit 5 and JUnit 6 (Jupiter), AssertJ and Mockito: assertions, parameterized and nested tests, mocking rules, deterministic time and randomness, Surefire vs Failsafe, JaCoCo c…

    11,674 installs
  32. Vue 3 Options API style (data(), methods, this context). Each reference shows Options API solution only.

    11,666 installs
  33. bmad-review bmad-code-org/bmad-method

    Runs one or more installed review lenses — adversarial critique, edge cases, verification gaps, structure, prose — and reports triaged findings. Use when, and only when, the user asks you to review a diff, a pull reques…

    11,663 installs
  34. bmad-qa-generate-e2e-tests bmad-code-org/bmad-method

    Add end-to-end and API tests for features that already work, following the project's existing test harness. Use when the user asks for e2e tests, API tests, or automated coverage of an existing feature, or says "create…

    11,654 installs
  35. solana-mobile solana-mobile/solana-mobile-skills

    Scaffold, configure, and troubleshoot Solana Mobile apps for Android using the solana-mobile CLI, Expo, and React Native. Use when creating a new Solana mobile app, picking a template, adding Solana to an existing Expo…

    11,653 installs
  36. solana-mobile-wallet solana-mobile/solana-mobile-skills

    Connect Solana wallets and sign or send transactions in React Native Expo apps using Mobile Wallet Adapter and Wallet UI. Use when adding a connect wallet button, showing a connected address, disconnecting, signing mess…

    11,650 installs
  37. seeker-genesis-token solana-mobile/solana-mobile-skills

    Verify Seeker device ownership by checking for the Seeker Genesis Token (SGT) with Sign-in-with-Solana and server-side token verification. Use when gating content or rewards to Seeker owners, verifying a user holds an S…

    11,643 installs
  38. seeker-domains solana-mobile/solana-mobile-skills

    Resolve and display .skr domain names in Solana mobile apps, in both directions between names and wallet addresses. Use when showing .skr names instead of wallet addresses in profiles, friend lists, or transaction histo…

    11,641 installs
  39. integration-privy solana-mobile/solana-mobile-skills

    Add Privy authentication to a Solana Expo Android app on top of Mobile Wallet Adapter, using Sign-In-With-Solana. Use when installing @privy-io/expo, mounting PrivyProvider, logging a user in with useLoginWithSiws, link…

    11,635 installs
  40. ultracite haydenbleasel/ultracite

    Ultracite is a zero-config linting and formatting preset for JavaScript/TypeScript projects. Use when: (1) Setting up or initializing Ultracite in a project, or migrating its existing lint and format config onto Ultraci…

    11,626 installs
  41. dotnet-design-pattern-review github/awesome-copilot

    Review the C#/.NET code for design pattern implementation and suggest improvements.

    11,625 installs
  42. python-observability wshobson/agents

    Python observability patterns including structured logging, metrics, and distributed tracing. Use when adding logging, implementing metrics collection, setting up tracing, or debugging production systems.

    11,625 installs
  43. Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring script portability.

    11,606 installs
  44. h3-prompt-writing minimax-ai/minimax-h3

    Write MiniMax H3 video generation prompts for T2VA, I2VA, FL2VA, L2VA, and Ref2VA. Use when rewriting multimodal requests into H3 prompt structures, composing integrated_multimodal_description, overall_soundscape, and n…

    11,602 installs
  45. shopify-custom-data shopify/shopify-ai-toolkit

    MUST be used first when prompts mention Metafields or Metaobjects. Use Metafields and Metaobjects to model and store custom data for your app. Metafields extend built-in Shopify data types like products or customers, Me…

    11,599 installs
  46. mobile-app-ui-design ceorkm/mobile-app-ui-design

    Design high-quality mobile app UI/UX screens, flows, and components. Use this skill whenever the user asks to design a mobile app screen, create app mockups, build mobile UI components, improve an existing mobile app de…

    11,594 installs
  47. python-configuration wshobson/agents

    Python configuration management via environment variables and typed settings. Use when externalizing config, setting up pydantic-settings, managing secrets, or implementing environment-specific behavior.

    11,589 installs
  48. bmad-party-mode bmad-code-org/bmad-method

    Orchestrates lively group discussions between installed BMAD agents or custom personas, and helps author custom parties. Use when the user requests party mode, a roundtable, or multiple agent perspectives — or wants to…

    11,586 installs
  49. bmad-project-context bmad-code-org/bmad-method

    Set up, adopt, refresh, or audit a repository's agent instructions (the AGENTS.md block) so AI agents work well in that repo. Also records observed agent mistakes as pitfalls. Use when invoked by name

    11,576 installs
  50. cost-optimization wshobson/agents

    Optimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or impl…

    11,573 installs