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Skill catalog

1,742ai & 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. 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
  2. understand-chat egonex-ai/understand-anything

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

    3,747 installs
  3. 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…

    3,738 installs
  4. 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…

    3,725 installs
  5. 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…

    3,722 installs
  6. 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…

    3,719 installs
  7. 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.

    3,718 installs
  8. 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…

    3,714 installs
  9. rag giuseppe-trisciuoglio/developer-kit

    Implements document chunking, embedding generation, vector storage, and retrieval pipelines for Retrieval-Augmented Generation systems. Use when building RAG applications, creating document Q&A systems, or integrating A…

    3,709 installs
  10. 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…

    3,708 installs
  11. ontology sundial-org/awesome-openclaw-skills

    Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linking related objects, enforcing constraints, planning multi-step…

    3,705 installs
  12. Builds AI agents on Cloudflare using the Agents SDK with state management, real-time WebSockets, scheduled tasks, tool integration, and chat capabilities. Generates production-ready agent code deployed to Workers. Use w…

    3,702 installs
  13. langchain4j-ai-services-patterns giuseppe-trisciuoglio/developer-kit

    Provides patterns to build declarative AI Services with LangChain4j for LLM integration, chatbot development, AI agent implementation, and conversational AI in Java. Generates type-safe AI services using interface-based…

    3,699 installs
  14. tavily-search veithly/tavily-search

    Tavily AI search API - Optimized search for AI agents. Use when searching the web for current information, news, facts, or any task requiring real-time data.

    3,699 installs
  15. langchain4j-vector-stores-configuration giuseppe-trisciuoglio/developer-kit

    Provides configuration patterns for LangChain4J vector stores in RAG applications. Use when building semantic search, integrating vector databases (PostgreSQL/pgvector, Pinecone, MongoDB, Milvus, Neo4j), implementing em…

    3,689 installs
  16. langchain4j-mcp-server-patterns giuseppe-trisciuoglio/developer-kit

    Provides LangChain4j patterns for implementing MCP (Model Context Protocol) servers, creating Java AI tools, exposing tool calling capabilities, and integrating MCP clients with AI services. Use when building a Java MCP…

    3,688 installs
  17. clawhub openclaw/openclaw

    Search ClawHub for plugins by default, or skills when explicitly requested; install, verify, update, uninstall, publish, or sync skills.

    3,683 installs
  18. natural-language dpearson2699/swift-ios-skills

    Tokenize, tag, and analyze natural language text using Apple's NaturalLanguage framework and translate between languages with the Translation framework. Use when adding language identification, sentiment analysis, named…

    3,674 installs
  19. 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,…

    3,672 installs
  20. telegram-bot-builder sickn33/agentic-awesome-skills

    Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategies, and scaling bots to…

    3,670 installs
  21. 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.

    3,657 installs
  22. aws-sdk-java-v2-bedrock giuseppe-trisciuoglio/developer-kit

    Provides Amazon Bedrock patterns using AWS SDK for Java 2.x. Invokes foundation models (Claude, Llama, Titan), generates text and images, creates embeddings for RAG, streams real-time responses, and configures Spring Bo…

    3,656 installs
  23. poteto-help backnotprop/pstack

    Guides users through pstack setup, /poteto-mode, and picking the skill, playbook, or principle for a task. Type /poteto-help with a question.

    3,639 installs
  24. 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…

    3,634 installs
  25. 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.

    3,629 installs
  26. observing-agentforce forcedotcom/sf-skills

    Analyze production Agentforce agent behavior using session traces and Data Cloud. TRIGGER when: user queries STDM session data or Data Cloud trace records; investigates production agent failures, regressions, or perform…

    3,607 installs
  27. allium juxt/allium

    Give your AI agents something more useful than a prompt. Velocity through clarity.

    3,598 installs
  28. 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.

    3,598 installs
  29. ce-work everyinc/compound-engineering-plugin

    Execute a plan or concrete work prompt end-to-end. Use when implementing from a plan document, a spec path, or a clear build request; use ce-debug for open-ended bugs. Use when an outer orchestrator needs implementation…

    3,597 installs
  30. 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,…

    3,593 installs
  31. permissionkit dpearson2699/swift-ios-skills

    Create child communication safety experiences using PermissionKit to request parental permission for children. Use when building apps that involve child-to-contact communication, need to check communication limits, requ…

    3,592 installs
  32. 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…

    3,585 installs
  33. sonarqube-mcp giuseppe-trisciuoglio/developer-kit

    Provides SonarQube and SonarCloud integration patterns via the Model Context Protocol (MCP) server. Enables quality gate monitoring, issue discovery and triaging, pre-push code analysis, and rule education directly in t…

    3,582 installs
  34. pi-delegate amelnagdy/delegate-skills

    Delegate a coding task to the Pi coding agent CLI (`pi`) as a background implementer, then review its diff and land it yourself. Use this whenever the user wants to delegate implementation work to Pi - phrasings like "h…

    3,571 installs
  35. turbo-pipelines goldsky-io/goldsky-agent

    Turbo pipeline YAML reference and architecture guide. Covers: YAML field syntax (start_at, from, version, primary_key), source/transform/sink configuration, validation errors, resource sizing (xs–xxl), architecture deci…

    3,559 installs
  36. 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…

    3,559 installs
  37. gjkim-instruction gjkim42/kanon-repo

    Create and maintain gjkim_instruction.md, the root document for a loop-engineering effort. The document holds only the minimum requirements and confirmed decisions, and deliberately leaves everything else open so that l…

    3,558 installs
  38. wiki-query ar9av/obsidian-wiki

    Search and synthesize answers from the compiled Obsidian wiki, including cited and multi-hop answers. Use for questions about existing wiki knowledge or fast index-only lookups, and for challenge requests ("challenge th…

    3,554 installs
  39. paperclip-create-agent paperclipai/paperclip

    Create new agents in Paperclip with governance-aware hiring. Use when you need to inspect adapter configuration options, compare existing agent configs, draft a new agent prompt/config, and submit a hire request.

    3,548 installs
  40. open-source browser-use/browser-use

    Documentation reference for writing Python code using the browser-use open-source library. Use this skill whenever the user needs help with Agent, Browser, or Tools configuration, is writing code that imports from brows…

    3,541 installs
  41. skill-writer pytorch/pytorch

    Guide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or design a new Skill, or needs help with SKILL.md files, frontmatter, or skill structure.

    3,534 installs
  42. notebooklm giuseppe-trisciuoglio/developer-kit

    Enables interaction with Google NotebookLM for advanced RAG (Retrieval-Augmented Generation) capabilities via the notebooklm-mcp-cli tool. Use when querying project documentation stored in NotebookLM, managing research…

    3,521 installs
  43. compose goldsky-io/goldsky-agent

    Always load this skill whenever the conversation is about Goldsky Compose (the offchain-to-onchain TypeScript framework for oracles, keepers, circuit breakers, and cross-chain automation) — no matter what the user wants…

    3,515 installs
  44. lfg everyinc/compound-engineering-plugin

    Take a request all the way to done, hands-off, through the right Compound Engineering skills. A code change ends as an open pull request, pushed without stopping. Use only when the user explicitly asks for autonomous en…

    3,500 installs
  45. subgraph-doctor goldsky-io/goldsky-agent

    Diagnose and fix broken Goldsky Subgraphs. Use this skill whenever a user has a subgraph that is failing, stalled, stuck syncing, not indexing, auto-paused, returning errors, or won't deploy. Triggers on: 'subgraph stop…

    3,476 installs
  46. ralph-loop andrelandgraf/fullstackrecipes

    Complete setup for automated agent-driven development. Define features as user stories with testable acceptance criteria, then run AI agents in a loop until all stories pass.

    3,475 installs
  47. cc-best-practices dboeckli/ai-agent-skills

    Guidance on how to use Claude Code effectively — covering context management, verification strategies, the explore-plan-implement workflow, prompting techniques, session management, parallel sessions, and common failure…

    3,466 installs
  48. skill-best-practices dboeckli/ai-agent-skills

    Guide for creating, structuring, and improving Claude skills (SKILL.md). Use when building a new skill, reviewing an existing skill, writing SKILL.md frontmatter, defining trigger conditions, troubleshooting skill probl…

    3,464 installs
  49. create-skill dotnet/skills

    Scaffolds new agent skills for the dotnet/skills repository. Use when creating a new skill, generating SKILL.md files, writing a skill description that the runtime will actually route to, or setting up skill directory s…

    3,463 installs
  50. designing-workflow-skills trailofbits/skills

    Guides the design and structuring of workflow-based Claude Code skills with multi-step phases, decision trees, subagent delegation, and progressive disclosure. Use when creating skills that involve sequential pipelines,…

    3,463 installs