Skill catalog
1,884ai & 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.
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- prompt-master nidhinjs/prompt-master
Generates optimized prompts for AI tools. Activates only when the user explicitly asks to write, fix, improve, or adapt a prompt for a specific AI tool (LLM, Cursor, Midjourney, image AI, video AI, coding agents, etc.).…
3,938 installs - 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…
3,934 installs - 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 - generating-custom-lightning-type forcedotcom/sf-skills
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 - 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…
3,920 installs - memory-discipline rohitg00/agentmemory
The session loop that makes agentmemory pay off, recall before starting work, save at decision points, learn from corrections. Use when starting a nontrivial task, after settling a decision or debugging a gotcha, or whe…
3,895 installs - setup-pstack cursor/plugins
Configure which models pstack uses per role and at what reasoning budget. Detects your available models and writes an always-applied rule that overrides the skill defaults. Use for /setup-pstack, "configure pstack model…
3,883 installs - 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…
3,873 installs - 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…
3,870 installs - kie-models kie.ai
在 KIE 平台(api.kie.ai)上发现、查价并调用 AI 模型。当用户提到 KIE 或 kie.ai,问"X 用哪个 KIE 模型"、"列出 KIE 模型"、"在 KIE 上跑模型",或需要某个模型的 schema、价格、成功率时使用。
3,865 installs - 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…
3,850 installs - loop-design-check affaan-m/ecc
Design a goal-oriented agent loop or review one for failure modes: spinning, Goodhart-gaming the verifier, or running a wrong answer to completion. Covers machine-decidable goals, loop types, plan/build/judge skeletons,…
3,839 installs - 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.
3,835 installs - 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…
3,824 installs - hankookilbo-news nomadamas/k-skill
한국일보 공식 원격 MCP 서버(mcp.hankookilbo.com)를 인증 없이 직접 호출해 편집 헤드라인·많이 본·꼼꼼히 본·최신 기사·섹션별 편집 추천·주제 검색·오늘의 운세를 기사 메타데이터(제목·발행시각·원문 링크) 중심으로 조회한다.
3,820 installs - 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…
3,818 installs - secure-secret-drop moeadham/secure-secret-drop
Use when someone needs dead-simple secret sharing with an AI agent. Creates a temporary public capability URL via Cloudflare Quick Tunnels for dropping a password, credential, or other secret without putting it in chat…
3,815 installs - 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…
3,806 installs - 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.
3,799 installs - 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…
3,798 installs - 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…
3,794 installs - 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 - 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…
3,781 installs - 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 - 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。
3,745 installs - understand-chat egonex-ai/understand-anything
Use when you need to ask questions about a codebase or understand code using a knowledge graph
3,733 installs - 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…
3,725 installs - 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…
3,723 installs - 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…
3,720 installs - 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…
3,717 installs - 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…
3,706 installs - 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 - building-ai-agent-on-cloudflare cloudflare/skills
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 - 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.
3,701 installs - 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…
3,699 installs - 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 - 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…
3,699 installs - 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…
3,697 installs - 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…
3,687 installs - 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…
3,686 installs - 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 - 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…
3,666 installs - 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…
3,664 installs - 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,…
3,661 installs - 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…
3,654 installs - 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.
3,639 installs - 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…
3,625 installs - developing-genkit-python google/skills
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.
3,610 installs - 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 - allium juxt/allium
Give your AI agents something more useful than a prompt. Velocity through clarity.
3,598 installs