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Skill catalog

1,792ai & agents agent 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. mem-search thedotmack/claude-mem

    This skill should be used when the user asks to "search memory", "what do you remember about X", "check claude-mem", "mem search", "find past observations", "what did we do last session", or wants prior-session context…

    9,021 installs
  2. agent-sort affaan-m/ecc

    Build an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets using parallel repo-aware review passes. Use when ECC should be trimmed t…

    9,015 installs
  3. microsoft-skill-creator github/awesome-copilot

    Create agent skills for Microsoft technologies using Learn MCP tools. Use when users want to create a skill that teaches agents about any Microsoft technology, library, framework, or service (Azure, .NET, M365, VS Code,…

    9,015 installs
  4. Open-source pipeline: fork, sanitize, and package private projects for safe public release. Chains 3 agents (forker, sanitizer, packager). Triggers: '/opensource', 'open source this', 'make this public', 'prepare for op…

    9,014 installs
  5. app-marketplace-review samber/developer-platform-skills

    Design the operator-side review and approval process for third-party apps on a B2B SaaS marketplace - review-pipeline shape scaled to data sensitivity, permission and data-access audit checkpoints, automated pre-screeni…

    9,009 installs
  6. swarm langchain-ai/langchain-skills

    Dispatches many independent items in parallel: create a table, fan out to subagents, aggregate results. One row = one unit of work.

    8,997 installs
  7. finalize-agent-prompt github/awesome-copilot

    Finalize prompt file using the role of an AI agent to polish the prompt for the end user.

    8,979 installs
  8. remember-interactive-programming github/awesome-copilot

    A micro-prompt that reminds the agent that it is an interactive programmer. Works great in Clojure when Copilot has access to the REPL (probably via Backseat Driver). Will work with any system that has a live REPL that…

    8,959 installs
  9. okx-wallet-portfolio okx/onchainos-skills

    Public-address portfolio lookup across XLayer, Solana, Ethereum, Base, BSC, Arbitrum, Polygon and 20+ chains. Invoke when the user supplies a wallet address and wants its: balance, token holdings, total portfolio value,…

    8,954 installs
  10. Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent with project standards, architecture patterns, and exact technology v…

    8,946 installs
  11. mcp-server-offering samber/developer-platform-skills

    Design a SaaS product's MCP server as a product surface AI agents operate - sizing the build investment, curating a 5-15 workflow-tool agent surface instead of mirroring API endpoints, MCP Apps interactive UI, named wri…

    8,946 installs
  12. sdk-portfolio-strategy samber/developer-platform-skills

    Decide a public API's language-SDK portfolio - which languages get official SDKs and in what order, generated vs handwritten build model, official and community support tiers with a promotion gate, SDK deprecation and e…

    8,940 installs
  13. what-context-needed github/awesome-copilot

    Ask Copilot what files it needs to see before answering a question

    8,938 installs
  14. Migration and code evolution instructions generator for GitHub Copilot. Analyzes differences between two project versions (branches, commits, or releases) to create precise instructions allowing Copilot to maintain cons…

    8,922 installs
  15. Weighted social-graph ranking for warm intro discovery, bridge scoring, and network gap analysis across X and LinkedIn. Use when the user wants the reusable graph-ranking engine itself, not the broader outreach or netwo…

    8,916 installs
  16. Suggest relevant GitHub Copilot skills from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing skills in this repository, and identifying outdated skil…

    8,908 installs
  17. Manage and query Agent Platform RAG Engine Corpora and retrieve grounded contexts using the Google GenAI SDK. Use when listing RAG corpora or files, inspecting a corpus, retrieving contexts, or generating content ground…

    8,901 installs
  18. Agent Platform Model Tuning. Use when you need to fine-tune open models or Gemini models using Agent Platform infrastructure. Don't use for model training outside Agent Platform, model deployment to endpoints (use `agen…

    8,882 installs
  19. php-mcp-server-generator github/awesome-copilot

    Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK

    8,879 installs
  20. make-skill-template github/awesome-copilot

    Create new Agent Skills for GitHub Copilot from prompts or by duplicating this template. Use when asked to "create a skill", "make a new skill", "scaffold a skill", or when building specialized AI capabilities with bund…

    8,877 installs
  21. Manages and orchestrates prompts in Agent Platform. Use when you need to create, list, retrieve, version, or delete managed prompts in Agent Platform. Don't use for model training, model deployment to endpoints, or mana…

    8,866 installs
  22. Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code exemplars. Supports multiple programming languages (.NET, Java, JavaScript, TypeScript,…

    8,846 installs
  23. structured-autonomy-plan github/awesome-copilot

    Structured Autonomy Planning Prompt

    8,841 installs
  24. workiq-copilot github/awesome-copilot

    Guides the Copilot CLI on how to use the WorkIQ CLI/MCP server to query Microsoft 365 Copilot data (emails, meetings, docs, Teams, people) for live context, summaries, and recommendations.

    8,836 installs
  25. mcp-deploy-manage-agents github/awesome-copilot

    Skill converted from mcp-deploy-manage-agents.prompt.md

    8,827 installs
  26. base44-remote-dev base44/skills

    Develop a Base44 app remotely from your own coding agent (Claude Code, claude.ai, or any MCP client) by connecting it to the Base44 sandbox. Cloud agents connect over MCP; local agents can connect over MCP or drive the…

    8,824 installs
  27. java-mcp-server-generator github/awesome-copilot

    Use this skill when the user wants to create a Model Context Protocol (MCP) server in Java or in a Spring Boot app. Also use it when the user wants AI agents, such as GitHub Copilot or Claude, to use Java code, an API,…

    8,811 installs
  28. emblem-ai-agent-wallet emblemcompany/agent-skills

    Connect to EmblemVault and manage wallet-aware workflows via EmblemAI with review-first, operator-controlled actions. Supports Solana, Ethereum, Base, BSC, Polygon, Hedera, and Bitcoin. Also use when the user needs Embl…

    8,793 installs
  29. copilot-cli-quickstart github/awesome-copilot

    Use this skill when someone wants to learn GitHub Copilot CLI from scratch. Offers interactive step-by-step tutorials with separate Developer and Non-Developer tracks, plus on-demand Q&A. Just say "start tutorial" or as…

    8,788 installs
  30. emblem-ai-prompt-examples emblemcompany/agent-skills

    Curated prompt and usage examples for research, portfolio review, quote requests, approval-gated drafts, NFT discovery, prediction-market analysis, and assistant workflows. Emphasis is review-first, trust-boundary-aware…

    8,784 installs
  31. base44-sandbox base44/skills

    Develop a Base44 app remotely inside Base44's cloud sandbox using your own agent — no local checkout and no deploy/push commands. The implementation is remote: writing a resource file into the sandbox is what ships it (…

    8,781 installs
  32. hookify-rules affaan-m/ecc

    Create and configure hookify rules — markdown files with YAML frontmatter that match bash, file, prompt, or stop events by regex or conditions and show warn/block messages to the agent. Use when creating a hookify rule,…

    8,777 installs
  33. Suggest relevant GitHub Copilot Custom Agents files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing custom agents in this repository, and ident…

    8,777 installs
  34. Manages GenAI tuning jobs in Agent Platform. Use this to list, get, or cancel ongoing model tuning jobs. Don't use for fine-tuning models (use `agent-platform-tuning`), deploying models to endpoints (use `agent-platform…

    8,773 installs
  35. tldr-prompt github/awesome-copilot

    Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.

    8,772 installs
  36. structured-autonomy-implement github/awesome-copilot

    Structured Autonomy Implementation Prompt

    8,771 installs
  37. book-to-skill virgiliojr94/book-to-skill

    Converts books and documents (PDF, EPUB, DOCX, HTML, Markdown, plain text, RTF, MOBI/AZW with Calibre) into structured agent skills, extracting frameworks, mental models, principles, techniques, and anti-patterns. Use w…

    8,765 installs
  38. swift-mcp-server-generator github/awesome-copilot

    Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.

    8,764 installs
  39. Suggest relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing instructions in this repository, and identify…

    8,755 installs
  40. structured-autonomy-generate github/awesome-copilot

    Structured Autonomy Implementation Generator Prompt

    8,737 installs
  41. emblem-ai emblemcompany/agent-skills

    One-shot user management for apps, multi-chain wallet authentication, an AI-powered assistant, and AI app introspection. Use when the user wants to let website users sign in with wallets, email/password, or social login…

    8,731 installs
  42. copilot-usage-metrics github/awesome-copilot

    Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API.

    8,724 installs
  43. mcp-create-adaptive-cards github/awesome-copilot

    Skill converted from mcp-create-adaptive-cards.prompt.md

    8,715 installs
  44. emblem-ai-agent-wallet emblemcompany/emblemai-agentwallet

    Connect to EmblemVault and manage crypto wallets via EmblemAI. Supports Solana, Ethereum, Base, BSC, Polygon, Hedera, and Bitcoin. Use when the user wants to trade crypto, check balances, swap tokens, interact with bloc…

    8,707 installs
  45. dataverse-python-usecase-builder github/awesome-copilot

    Generate complete solutions for specific Dataverse SDK use cases with architecture recommendations

    8,704 installs
  46. mcp-create-declarative-agent github/awesome-copilot

    Skill converted from mcp-create-declarative-agent.prompt.md

    8,702 installs
  47. amazon-bedrock aws/agent-toolkit-for-aws

    Builds generative AI applications on Amazon Bedrock. Covers model invocation (Converse API, InvokeModel), RAG with Knowledge Bases, Bedrock Agents, Guardrails, and AgentCore (including the Harness managed agent loop). A…

    8,672 installs
  48. Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support

    8,668 installs
  49. kotlin-mcp-server-generator github/awesome-copilot

    Generate a complete Kotlin MCP server project with proper structure, dependencies, and implementation using the official io.modelcontextprotocol:kotlin-sdk library.

    8,665 installs
  50. skill-doctor warpdotdev/common-skills

    Grades agent skills by scoring agent conversations for efficiency, code quality, procedure compliance, and verbosity, then drafts concrete skill edits and a shareable report. Use when the user wants their agent setup gr…

    8,665 installs