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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. microservices-patterns wshobson/agents

    Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.

    13,257 installs
  2. partner-ecosystem mbfinotti/partnerships-skills

    Map a company's partner and channel ecosystem as a strategy exercise - an inventory of every partner type (resellers, distributors, MSPs, ISVs, SIs, affiliates, marketplaces, plus retail, creator, licensing and co-brand…

    13,248 installs
  3. partner-enablement mbfinotti/partnerships-skills

    Sequence the training, content, and certification a B2B partner program needs to make partners self-sufficient sellers - the partner enablement roadmap, not the training content itself. Covers the skills-gap needs asses…

    13,246 installs
  4. web-component-design wshobson/agents

    Master React, Vue, and Svelte component patterns including CSS-in-JS, composition strategies, and reusable component architecture. Use when building UI component libraries, designing component APIs, or implementing fron…

    13,240 installs
  5. writing hookify rules anthropics/claude-code

    This skill should be used when the user asks to "create a hookify rule", "write a hook rule", "configure hookify", "add a hookify rule", or needs guidance on hookify rule syntax and patterns.

    13,234 installs
  6. langchain-architecture wshobson/agents

    Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.

    13,223 installs
  7. learn tw93/waza

    Runs a six-phase research workflow from source bundle to publish-ready output. Use when researching an unfamiliar domain or compiling materials into one reference. Not for quick lookups or single-file reads.

    13,219 installs
  8. secrets-management wshobson/agents

    Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD environments.

    13,212 installs
  9. referral-incentive-design mbfinotti/partnerships-skills

    Design the reward structure of a customer refer-a-friend program - who gets rewarded (referrer, friend, or both), reward type (cash, account credit, discount, product value, status), how much to pay against LTV/CAC and…

    13,200 installs
  10. referral-abuse-guardrails mbfinotti/partnerships-skills

    Define the operational guardrails that stop end customers from gaming a refer-a-friend program - reward caps, velocity limits and cooldowns, reward-hold windows tied to the refund window, eligibility rules, identity-ver…

    13,199 installs
  11. gitlab-ci-patterns wshobson/agents

    Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up automated testing and…

    13,196 installs
  12. game-engine github/awesome-copilot

    Expert skill for building web-based game engines and games using HTML5, Canvas, WebGL, and JavaScript. Use when asked to create games, build game engines, implement game physics, handle collision detection, set up game…

    13,193 installs
  13. influencer-measurement-framework mbfinotti/partnerships-skills

    Design the pre-launch measurement plan for one influencer or creator campaign - KPIs matched to the objective (awareness, engagement, conversion, affiliate-linked, always-on ambassador), an attribution method and data s…

    13,180 installs
  14. javascript-typescript-jest github/awesome-copilot

    Best practices for writing JavaScript/TypeScript tests using Jest, including mocking strategies, test structure, and common patterns.

    13,180 installs
  15. grafana-dashboards wshobson/agents

    Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability interfac…

    13,176 installs
  16. co-selling-strategy mbfinotti/partnerships-skills

    Design the operating model for how direct sales and partner sellers collaborate on shared deals - deal registration policy (protection windows, approval SLA, rejection grounds), deal credit and attribution split (partne…

    13,137 installs
  17. create-agentsmd github/awesome-copilot

    Prompt for generating an AGENTS.md file for a repository

    13,126 installs
  18. alloydb-basics google/skills

    Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB Model Context Protocol (MCP) tools for automated database operations. Use when creating, configuring, or administering All…

    13,098 installs
  19. slidev slidevjs/slidev

    Create and present web-based slidedecks for developers using Slidev with Markdown, Vue components, code highlighting, animations, and interactive features. Use when building technical presentations, conference talks, co…

    13,054 installs
  20. Pentest a web app or website end to end — black-box testing of a live URL, staging environment, or local dev server that finds and exploits real vulnerabilities (auth bypass, broken access control, IDOR, injection, XSS,…

    13,021 installs
  21. python-packaging wshobson/agents

    Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python code.

    13,000 installs
  22. stripe-apps docs.stripe.com

    Build, modify, or review Stripe Apps and extensions using the relevant documentation and reference guides. Use for custom Stripe Dashboard UI, stripe-app.yaml, @stripe/ui-extension-sdk, @stripe/extensibility-sdk, script…

    13,000 installs
  23. refactor-plan github/awesome-copilot

    Create a concrete plan before starting a multi-file refactor. Use when the user asks to plan, sequence, scope, or safely execute a refactor across multiple files; always investigate first, output the plan, and wait for…

    12,969 installs
  24. threejs-loaders cloudai-x/threejs-skills

    Loading three.js assets: glTF with Draco, meshopt and KTX2 compression, other model formats, textures, HDR and EXR environments, progress, caching, cloning and disposal. Use when loading 3D models, textures or environme…

    12,965 installs
  25. shopify-liquid shopify/shopify-ai-toolkit

    Liquid is an open-source templating language created by Shopify. It is the backbone of Shopify themes and is used to load dynamic content on storefronts. Keywords: liquid, theme, shopify-theme, liquid-component, liquid-…

    12,949 installs
  26. svelte-code-writer sveltejs/ai-tools

    CLI tools for Svelte 5 documentation lookup and code analysis. MUST be used whenever creating, editing or analyzing any Svelte component (`.svelte`) or Svelte module (`.svelte.ts`/`.svelte.js`). If possible, this skill…

    12,928 installs
  27. api-security-testing usestrix/strix

    Security-test a REST, GraphQL, or gRPC API with Strix — autonomous agents that enumerate endpoints from an OpenAPI/GraphQL schema (or by crawling), then actually exploit the API-specific vulnerability classes in the OWA…

    12,923 installs
  28. influencer-negotiation-playbook mbfinotti/partnerships-skills

    Prepare a brand-side partnership manager to negotiate deal terms with an influencer or creator, from the creator's first positive reply to a signed contract - a written playbook of term-by-term opening positions, a conc…

    12,913 installs
  29. owasp-top-10-testing usestrix/strix

    Test an application against the OWASP Top 10 with Strix — autonomous AI agents that attempt real exploits for each category of the current OWASP Top 10:2025 (broken access control including SSRF, security misconfigurati…

    12,905 installs
  30. joint-gtm-planning mbfinotti/partnerships-skills

    Plan one joint go-to-market motion with one already-chosen partner - the joint value proposition, co-marketing campaign shape, launch sequencing, budget and market-development funds, the lead-sharing and attribution agr…

    12,873 installs
  31. Find security vulnerabilities in a codebase or repository with Strix — a white-box AI security review that reads your source, reasons about the actual data flow and authorization model, then exploits what it finds in a…

    12,866 installs
  32. influencer-outreach mbfinotti/partnerships-skills

    Draft the personalized first-touch pitch message and follow-up plan used to propose a partnership to one already-vetted influencer or creator - personalization angle, the compensation stated on offer, a message fitted t…

    12,855 installs
  33. expo ui swiftui expo/skills

    `@expo/ui/swift-ui` package lets you use SwiftUI Views and modifiers in your app.

    12,853 installs
  34. gemini-watermark-remover gargantuax/gemini-watermark-remover

    Remove visible Gemini image watermarks from local image files by calling the project's CLI. Use when the user wants an agent to clean one or more local Gemini-generated images and save de-watermarked output files.

    12,853 installs
  35. memory-merger github/awesome-copilot

    Merges mature lessons from a domain memory file into its instruction file. Syntax: `/memory-merger >domain [scope]` where scope is `global` (default), `user`, `workspace`, or `ws`.

    12,848 installs
  36. llm-evaluation wshobson/agents

    Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluatio…

    12,845 installs
  37. pytest-coverage github/awesome-copilot

    Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.

    12,842 installs
  38. `@expo/ui/jetpack-compose` package lets you use Jetpack Compose Views and modifiers in your app.

    12,816 installs
  39. Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocols, or debugging networ…

    12,814 installs
  40. tanstack-query-best-practices deckardger/tanstack-agent-skills

    TanStack Query (React Query) best practices for data fetching, caching, mutations, and server state management. Activate when building data-driven React applications with server state.

    12,807 installs
  41. penpot-uiux-design github/awesome-copilot

    Comprehensive guide for creating professional UI/UX designs in Penpot using MCP tools. Use this skill when: (1) Creating new UI/UX designs for web, mobile, or desktop applications, (2) Building design systems with compo…

    12,796 installs
  42. seo iannuttall/seo

    Free Google Search Console MCP server and CLI for AI agents. Reads your real Search Console, Google Analytics, Bing Webmaster Tools and Clicky data, plus DataForSEO and Ahrefs keyword research. Use it for any SEO questi…

    12,794 installs
  43. claude-md-improver anthropics/claude-plugins-official

    Audit and improve CLAUDE.md files in repositories. Use when user asks to check, audit, update, improve, or fix CLAUDE.md files. Scans for all CLAUDE.md files, evaluates quality against templates, outputs quality report,…

    12,752 installs
  44. marimo-pair marimo-team/marimo-pair

    Drive a live marimo notebook as a workspace: run Python in the same kernel the user does, inspect live notebook state, and commit durable notebook changes. Use when the user wants to start a marimo notebook or pair on a…

    12,736 installs
  45. python-type-safety wshobson/agents

    Python type safety with type hints, generics, protocols, and strict type checking. Use when adding type annotations, implementing generic classes, defining structural interfaces, or configuring mypy/pyright.

    12,736 installs
  46. discernment-nudge anthropics/skills

    After you give a substantive answer or draft that the user may act on — advice or recommendations, drafted artifacts such as goals, plans, pitches, proposals, or emails, estimates or projections, analysis or interpretat…

    12,730 installs
  47. design-motion-principles kylezantos/design-motion-principles

    Motion and interaction design expert based on Emil Kowalski, Jakub Krehel, and Jhey Tompkins' techniques. Two modes — build interactive components with purposeful motion, or audit existing animations to catch AI-slop mo…

    12,728 installs
  48. threejs-textures cloudai-x/threejs-skills

    Three.js textures: image loading, color spaces, UV channels and transforms, texture types from canvas to HDR and KTX2, render targets, texture memory. Use when working with images on materials, UV coordinates, cubemaps,…

    12,720 installs
  49. shopify-dev shopify/shopify-ai-toolkit

    Search Shopify developer documentation across all APIs. Use only when no API-specific skill applies.

    12,703 installs
  50. bmad-build bmad-code-org/bmad-method

    Turns implementation work into working code, reviewed and verified. Use when the user delegates a feature, story, bug fix, or meaningful change; a bare story or issue link counts. Skip obvious, low-risk mechanical maint…

    12,702 installs