Monthly report
Monthly Agent Skills Index.
A data-backed snapshot of the agent skills ecosystem: trusted candidates, new indexed skills, maintained repositories, GitHub adoption, and OpenAgentSkill engagement.
Production candidates
Highest trust skills this month
Skills with strong trust profiles across install path, repository, license, adoption, and maintenance.
Superpowers
Excellent 100Production candidateAn agentic skills framework & software development methodology that works.
Hermes Agent
Excellent 100Production candidateThe agent that grows with you
AutoGPT
Excellent 100Production candidateBuild and run autonomous AI agents for open-ended tasks
Markitdown
Excellent 100Production candidatePython tool for converting files and office documents to Markdown.
Skills
Excellent 100Production candidatePublic repository for Agent Skills
Langchain
Excellent 100Production candidateThe agent engineering platform.
System Prompts And Models Of AI Tools
Excellent 100Production candidateFULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI, VSCode Agent, Warp.dev, Windsurf, Xcode, Z.ai Code, Dia & v0. (And other Open Sourced) System Prompts, Internal Tools & AI Models
Firecrawl
Excellent 100Production candidateThe API to search, scrape, and interact with the web at scale. 🔥
Firecrawl
Excellent 100Production candidateTurn any website into LLM-ready markdown or structured data
Awesome Llm Apps
Excellent 100Production candidate100+ AI Agent & RAG apps you can actually run — clone, customize, ship.
Generative AI For Beginners
Excellent 100Production candidate21 Lessons, Get Started Building with Generative AI
Gemini CLI
Excellent 100Production candidateBring a coding agent directly into the terminal
Newly indexed
Fresh skills added in the last 30 days
Jetson Containers
Excellent 100Production candidateMachine Learning Containers for NVIDIA Jetson and JetPack-L4T
Executorch
Excellent 100Production candidateOn-device AI across mobile, embedded and edge for PyTorch
Flux.Jl
Excellent 100Production candidateRelax! Flux is the ML library that doesn't make you tensor
Ignite
Excellent 100Production candidateHigh-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
Statsforecast
Excellent 100Production candidateLightning ⚡️ fast forecasting with statistical and econometric models.
Djl
Excellent 100Production candidateAn Engine-Agnostic Deep Learning Framework in Java
Speech To Speech
Excellent 100Production candidateBuild local voice agents with open-source models
Pytorch Forecasting
Excellent 100Production candidateTime series forecasting with PyTorch
Skorch
Excellent 100Production candidateA scikit-learn compatible neural network library that wraps PyTorch
Useful Java Links
Excellent 98Production candidateA list of useful Java frameworks, libraries, software and hello worlds examples
Docs
Excellent 100Production candidateTensorFlow documentation
Serving
Excellent 100Production candidateA flexible, high-performance serving system for machine learning models
Maintained
Recently pushed repositories
Executorch
Excellent 100Production candidateOn-device AI across mobile, embedded and edge for PyTorch
Grobid
Excellent 100Production candidateA machine learning software for extracting information from scholarly documents
LangBot
Excellent 100Production candidateProduction-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台/ Agent、知识库编排、插件系统 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书 / 钉钉 / QQ / Matrix e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, MiniMax, Ollama, SiliconFlow, Moonshot, openclaw / hermes agent, deerflow
Ragflow
Excellent 100Production candidateRAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
Onyx
Excellent 100Production candidateOpen Source AI Platform - AI Chat with advanced features that works with every LLM
Potpie
Excellent 100Production candidateSpec-driven development for large codebases
Nocobase
Excellent 100Production candidateNocoBase is an open-source AI + no-code platform for building business systems fast. Instead of generating everything from scratch, AI works on top of production-proven infrastructure and a WYSIWYG no-code interface, so you get both speed and reliability.
React Doctor
Excellent 100Production candidateYour agent writes bad React. This catches it
Daily Stock Analysis
Excellent 100Production candidateLLM驱动的 A/H/美股智能分析:多数据源行情 + 实时新闻 + LLM决策仪表盘 + 多渠道推送,零成本定时运行,纯白嫖. LLM-powered stock analysis system for A/H/US markets.
ArcReel
Excellent 100Production candidateAI Agent 驱动的开源视频生成工作台 — 小说→角色/场景/道具设计→剧本→分镜图→视频,跨镜头角色与场景一致 | Open-source AI video workspace powered by AI Agents, Nano Banana 2 & Veo 3.1 / Grok / Seedance / OpenAI
DeepSeek Reasonix
Excellent 100Production candidateDeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it running.
Siyuan
Excellent 100Production candidateA privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and golang.
GitHub adoption
Most starred skills in the index
Superpowers
Excellent 100Production candidateAn agentic skills framework & software development methodology that works.
Hermes Agent
Excellent 100Production candidateThe agent that grows with you
AutoGPT
Excellent 100Production candidateBuild and run autonomous AI agents for open-ended tasks
Markitdown
Excellent 100Production candidatePython tool for converting files and office documents to Markdown.
Skills
Excellent 100Production candidatePublic repository for Agent Skills
Langchain
Excellent 100Production candidateThe agent engineering platform.
System Prompts And Models Of AI Tools
Excellent 100Production candidateFULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI, VSCode Agent, Warp.dev, Windsurf, Xcode, Z.ai Code, Dia & v0. (And other Open Sourced) System Prompts, Internal Tools & AI Models
Firecrawl
Excellent 100Production candidateThe API to search, scrape, and interact with the web at scale. 🔥
Firecrawl
Excellent 100Production candidateTurn any website into LLM-ready markdown or structured data
Awesome Llm Apps
Excellent 100Production candidate100+ AI Agent & RAG apps you can actually run — clone, customize, ship.
Generative AI For Beginners
Excellent 100Production candidate21 Lessons, Get Started Building with Generative AI
Gemini CLI
Excellent 100Production candidateBring a coding agent directly into the terminal
Engagement
Most active OpenAgentSkill pages
Codegraph
Pre-indexed code knowledge graph for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, and Hermes Agent — fewer tokens, fewer tool calls, 100% local
女娲.Skill
你想蒸馏的下一个员工,何必是同事。蒸馏任何人的思维方式。
Scientific Agent Skills
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Antigravity, and the open Agent Skills standard.
Browser Use
🌐 Make websites accessible for AI agents. Automate tasks online with ease.
Firecrawl
The API to search, scrape, and interact with the web at scale. 🔥
Baoyu Skills
JimLiu/baoyu-skills is a high-star GitHub project relevant to AI agent workflows.
Planning With Files
Persistent file-based planning for long-running agentic tasks. Crash-proof markdown plans, deterministic completion gate, multi-agent shared state on disk. Works with Claude Code, Codex CLI, Cursor, Hermes agent, Pi, Kiro, OpenCode and 60+ agents via the SKILL.md standard.
SkillSpector
Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks.
Turbovec
A vector index built on TurboQuant, written in Rust with Python bindings
CloakBrowser
Stealth Chromium that passes every bot detection test. Drop-in Playwright replacement with source-level fingerprint patches. 30/30 tests passed.
Claude Skills
337 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 330+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills.
Awesome Agent Skills
A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor, and more.