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Skill catalog

1,943ai & 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. llm-wiki ar9av/obsidian-wiki

    Explain and apply the foundational LLM Wiki architecture and knowledge-management strategy. Use for setup, architecture, schema, or organization decisions; operational ingest/query/lint work uses dedicated skills.

    4,126 installs
  2. lesson rohitg00/agentmemory

    Save a correction or hard-won rule as a confidence-weighted lesson that resurfaces before similar work. Use when the user corrects your approach, says "learn this", "always" or "never do X", or you notice yourself repea…

    4,105 installs
  3. reflect cursor/plugins

    Spawn three parallel review subagents over the active transcript, surface learnings, and route each to a concrete edit on an existing skill. Use when the user says reflect.

    4,098 installs
  4. openspec-apply-change fission-ai/openspec

    Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks. Also use when the user says "openspec apply", "opsx apply", or "openspec implement".

    4,087 installs
  5. humanize humanizerai/agent-skills

    Transform AI-generated text into natural, human-like content that bypasses AI detectors like GPTZero, Turnitin, and Originality.ai. Uses credits based on word count.

    4,072 installs
  6. openspec-onboard fission-ai/openspec

    Guided onboarding for OpenSpec - walk through a complete workflow cycle with narration and real codebase work. Also use when the user says "openspec onboard" or "opsx onboard".

    4,067 installs
  7. kibana-agent-builder elastic/agent-skills

    Create and manage Kibana Agent Builder agents and custom tools. Use when asked to create, update, delete, test, or inspect agents or tools in Agent Builder, or when the user wants to understand what agents or tools alre…

    4,061 installs
  8. command-creator softaworks/agent-toolkit

    This skill should be used when creating a Claude Code slash command. Use when users ask to "create a command", "make a slash command", "add a command", or want to document a workflow as a reusable command. Essential for…

    4,053 installs
  9. react-mcp assistant-ui/skills

    Adds user managed browser MCP servers to assistant-ui with `@assistant-ui/react-mcp`. Use when mounting `McpManagerResource`, declaring `defineConnector` presets, persisting custom servers and OAuth state, composing `Mc…

    4,051 installs
  10. community-publish starchild-ai-agent/official-skills

    Publish previews to a public URL, open-source projects to community GitHub, and list services (free or paid) on the Service Marketplace. Use when the user wants to share, publish, list, open-source, or monetize what the…

    4,032 installs
  11. ruflo ruvnet/ruflo

    Ruflo is a multi-agent orchestration platform for AI coding agents (Claude Code, Cursor, Codex, Copilot, Gemini, Amp, +12 more). Use this skill when the user wants to (1) install/init ruflo in a project, (2) run multi-a…

    4,028 installs
  12. copilots assistant-ui/skills

    Grounds an assistant in your app with assistant-ui copilots. Use when steering behavior with useAssistantInstructions, feeding send-time app state through useAssistantContext({ getContext }), exposing components with ma…

    4,021 installs
  13. review-all gjkim42/kanon-repo

    Run a two-agent code review: spawn two fresh, clean-context agents that examine the SAME committed branch diff in parallel. One agent runs Codex's native `codex review --base` command, while the other independently revi…

    4,021 installs
  14. gemini softaworks/agent-toolkit

    Use when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing. Ideal for comprehensive analysis requiring large context windows. Uses Gemini 3 Pro by default for state-of-the-a…

    3,996 installs
  15. mcporter openclaw/openclaw

    List, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio.

    3,995 installs
  16. opencli-explorer jackwener/opencli

    Use when creating a new OpenCLI adapter from scratch, adding support for a new website or platform, exploring a site's API endpoints via browser DevTools, or when a user asks to automatically generate a CLI for a websit…

    3,991 installs
  17. observability-llm-obs elastic/agent-skills

    Answer questions about LLM and agentic-application behavior from data already ingested into Elastic: latency and error rate, token and cost utilization, response quality and guardrail events, and agentic call-chain orch…

    3,988 installs
  18. skill-authoring grafana/skills

    Author, audit, and improve Grafana SKILL.md files against Anthropic's published Agent Skills guidance and the four-dimension rubric the grafana/skills CI gate uses (conciseness, actionability, workflow clarity, progress…

    3,981 installs
  19. prompt-engineering giuseppe-trisciuoglio/developer-kit

    Provides workflows to write, debug, and optimize prompts for LLMs, including few-shot example selection, chain-of-thought structuring, system prompt design, and template composition. Use when the user asks to write or i…

    3,959 installs
  20. your-skill-name grafana/skills

    Clear description of what this skill does and when to use it. Use when the user asks about X or wants to work with Y. Include specific trigger phrases so agents auto-load it correctly. Max 1024 characters.

    3,953 installs
  21. plugin-forge softaworks/agent-toolkit

    Create and manage Claude Code plugins with proper structure, manifests, and marketplace integration. Use when creating plugins for a marketplace, adding plugin components (commands, agents, hooks), bumping plugin versio…

    3,951 installs
  22. ketchup backnotprop/pstack

    Catch the user up on what changed in this chat since their last message, in plain words and small visuals. List every item waiting on them with what they need to decide it from the reply alone. Use for /ketchup.

    3,946 installs
  23. animal-pharmacy-search nomadamas/k-skill

    홍익메디케어 공개 MCP 서버로 지역별 동물약국 목록, 동물용의약품 검색, 최근 6개월 구매 이력 기반 취급 약국을 조회한다. 조회 전용.

    3,933 installs
  24. x-scraper fetcher-sh/fetcher-skills

    An X API alternative and Twitter API alternative on fetcher.sh — pay-per-call in USDC via x402, or prepaid credits with a Bearer key, no OAuth and no developer application. Use when the user wants to search X posts by k…

    3,933 installs
  25. session-report anthropics/claude-plugins-official

    Generate an explorable HTML report of Claude Code session usage (tokens, cache, subagents, skills, expensive prompts) from ~/.claude/projects transcripts.

    3,927 installs
  26. generating-lightning-app forcedotcom/sf-skills

    Build complete Salesforce Lightning Experience applications from natural language descriptions. Use this skill when a user requests a "complete app", "Lightning app", "business solution", "management system", or describ…

    3,924 installs
  27. Use this skill when users need to create Custom Lightning Types (CLTs) for Einstein Agent actions or structured input/output schemas. Trigger when users mention CLT, Custom Lightning Types, Custom Lightning Types (CLTs)…

    3,923 installs
  28. fetcher fetcher-sh/fetcher-skills

    Shared payment and setup skill for fetcher.sh, a pay-per-call web-data API covering Twitter/X, TikTok, Instagram, YouTube, Reddit, Google Search, Google Maps, Google News, Google Play, the App Store, and Yelp. Use this…

    3,922 installs
  29. build-with-exa exa-labs/agent-skills

    Build applications and agents with Exa's API: search, contents extraction, answer, Agent API, monitors, websets, OpenAI-compatible endpoints, and exa-py/exa-js SDKs. Use when choosing Exa endpoints, writing Exa API call…

    3,915 installs
  30. unified-memory affaan-m/ecc

    Share durable, inspectable context and handoffs between Claude, Codex, Hermes, Cursor, OpenCode, and other agents through the local ECC Memory Vault. Use when an agent must save work state, transfer context, resume anot…

    3,896 installs
  31. understand-chat egonex-ai/understand-anything

    Use when you need to ask questions about a codebase or understand code using a knowledge graph

    3,889 installs
  32. wind-alice wind-alice/alicemarket

    调用万得 Alice Agent(A2A 协议,SSE 流式)执行指定 Skill 并获取分析结果的 CLI 工具。当用户要求"用 Alice 跑某个 Skill"、"出一份某公司的调研问题清单"、"做一页纸投资备忘"、"核验一段金融信息"等需要点名 Alice 子 Skill 的场景使用。

    3,871 installs
  33. google-news fetcher-sh/fetcher-skills

    A Google News API alternative on fetcher.sh — pay-per-call in USDC via x402, or prepaid credits with a Bearer key, no RSS scraping. Use when the user wants keyword search across Google News scoped to a language edition,…

    3,859 installs
  34. chunking-strategy giuseppe-trisciuoglio/developer-kit

    Provides chunking strategies for RAG systems. Generates chunk size recommendations (256-1024 tokens), overlap percentages (10-20%), and semantic boundary detection methods. Validates semantic coherence and evaluates ret…

    3,855 installs
  35. claude-to-deerflow bytedance/deer-flow

    Interact with DeerFlow AI agent platform via its HTTP API. Use this skill when the user wants to send messages or questions to DeerFlow for research/analysis, start a DeerFlow conversation thread, check DeerFlow status…

    3,853 installs
  36. Develop AI-powered applications using Genkit in Python. Use when the user asks about Genkit, AI agents, flows, or tools in Python, or when encountering Genkit errors, import issues, or API problems.

    3,852 installs
  37. om-setup-agent-pipeline open-mercato/skills

    One-time pipeline configurator. Inspects the repo (default branch, validation scripts, labels), asks a few questions, writes .ai/agentic.config.json — the file every other skill reads — installs the tracker descriptor,…

    3,849 installs
  38. find-skills bytedance/deer-flow

    Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used…

    3,831 installs
  39. Generates code and provides documentation for the Genkit Dart SDK. Use when the user asks to build AI agents in Dart, use Genkit flows, or integrate LLMs into Dart/Flutter applications.

    3,823 installs
  40. Develop AI-powered applications using Genkit in Go. Use when the user asks to build AI features, agents, flows, or tools in Go using Genkit, or when working with Genkit Go code involving generation, prompts, streaming,…

    3,819 installs
  41. open-code-review-delegate alibaba/open-code-review

    Delegation mode for open-code-review (OCR). Instead of OCR calling an LLM endpoint, this skill instructs the host agent to perform the code review itself, using OCR only for deterministic engineering: file selection and…

    3,818 installs
  42. spring-ai-mcp-server-patterns giuseppe-trisciuoglio/developer-kit

    Provides Spring Boot MCP server patterns that create Model Context Protocol servers with Spring AI by defining tool handlers, exposing resources, configuring prompt templates, and setting up transports for AI function c…

    3,814 installs
  43. pp-espn mvanhorn/printing-press-library

    Use this skill whenever the user asks about live sports scores, standings, team stats, game summaries (with box score, leaders, scoring plays, odds, and win probability), NFL / NBA / MLB / NHL / NCAA / MLS / EPL / WNBA…

    3,805 installs
  44. developing-agentforce forcedotcom/sf-skills

    Build, modify, debug, and deploy agents with Agentforce Agent Script. TRIGGER when: user creates, modifies, or asks about .agent files or aiAuthoringBundle metadata; changes agent behavior, responses, or conversation lo…

    3,791 installs
  45. paseo-advisor getpaseo/paseo

    Spin up a single agent as an advisor — second opinion on the current task. Use when the user says "advisor", "second opinion", "what does X think", or wants an outside take without delegating the work itself.

    3,781 installs
  46. skill-installer openai/skills

    Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path. Use when a user asks to list installable skills, install a curated skill, or install a skill from another repo (including private r…

    3,766 installs
  47. coding-agent openclaw/openclaw

    Delegate coding work to Codex, Claude Code, or OpenCode as background workers; not simple edits or read-only code lookup.

    3,762 installs
  48. langchain4j-tool-function-calling-patterns giuseppe-trisciuoglio/developer-kit

    Provides and generates LangChain4j tool and function calling patterns: annotates methods as tools with @Tool, configures tool executors, registers tools with AiServices, validates tool parameters, and handles tool execu…

    3,756 installs
  49. langchain4j-spring-boot-integration giuseppe-trisciuoglio/developer-kit

    Provides integration patterns for LangChain4j with Spring Boot. Configures AI model beans, sets up chat memory with Spring context, integrates RAG pipelines with Spring Data, and handles auto-configuration, dependency i…

    3,755 installs
  50. langchain4j-rag-implementation-patterns giuseppe-trisciuoglio/developer-kit

    Provides Retrieval-Augmented Generation (RAG) implementation patterns with LangChain4j for Java. Generates document ingestion pipelines, embedding stores, vector search, and semantic search capabilities. Use when buildi…

    3,750 installs