32,566 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.
Building agents8,593Claude Code6,906Git and workflow3,640Data and AI3,579Backend and APIs3,563Languages3,497Planning3,327Code review2,909Testing2,708DevOps and cloud2,500Writing and docs2,487Memory and context2,373Frontend2,320Research2,320Security2,182Project management1,993
All Claude Code32,566 Codex24,956 OpenCode23,878 GitHub Copilot3,727 Gemini CLI2,042 Cursor1,771 Windsurf203 Kiro118
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| gertsylvest/meta-team A curated library of AI agent definitions, orchestrators, skills, and rules — plus a boots | 5 | Claude Code | 4 | 6,966 tok |
| dungnotnull/designer-toy-trend-analysis-agent-skill 🧸📈 Designer Toy & Collectible Market Trend Analysis Engine | Production-grade Claude Cod | 5 | Claude Code | 1 | 1,535 tok |
| refactornator/nanoflash Personal Gemini assistant. Lightweight, forkable, customizable. | 5 | Claude Code | 31 | 2,775 tok |
| ktsaou/ollama-templates Tools and documentation for creating proper, fully functional Ollama model templates. Addr | 5 | Claude Code | 1 | 7,463 tok |
| Juanpacol/Nausica-NPL | 5 | Claude Code | 2 | 3,143 tok |
| dungnotnull/game-creator-tool-performance-optimization-agent-skill 🛠️ Multi-agent AI framework for game engine & editor responsiveness. Analyzes UI thread b | 5 | Claude Code | 1 | 1,264 tok |
| llv22/AutoResearchWithEyes aris-lite + aris + human feedback | 5 | Claude Code | 1 | 1,627 tok |
| dungnotnull/aim-training-sensitivity-converter-agent-skill 🎯🖱️ FPS Aim Training & Cross-Game Mouse Sensitivity Converter Engine | Production-grade | 5 | Claude Code | 1 | 1,421 tok |
| dungnotnull/community-esports-tournament-management-agent-skill 🏆🎮 Community Esports Tournament Scheduling & Operations Engine | Production-grade Claude | 5 | Claude Code | 1 | 2,212 tok |
| dungnotnull/ai-music-prompt-theory-analyzer 🎹 AI Music Prompt & Music Theory Analyzer | Production-grade engine bridging functional m | 5 | Claude Code | 1 | 690 tok |
| Sellitus/InstantCognition Windows/MacOS/Linux app to look up information and get back to what you were doing before | 5 | Claude Code | 1 | 2,774 tok |
| dungnotnull/game-mod-balance-scaling-agent-skill 🎮⚖️ Mod Balance Engineering & Scaling Index Engine | Production-grade Claude Code skill & | 5 | Claude Code | 1 | 1,260 tok |
| dungnotnull/rare-book-manuscript-conservation-agent-skill 📜🏛️ Rare Book & Manuscript Conservation Science Engine | Production-grade Claude Code ha | 5 | Claude Code | 1 | 1,257 tok |
| robertn702/mcp-openweathermap MCP server for OpenWeatherMap API integration | 5 | Claude Code | 1 | 629 tok |
| codingthefuturewithai/conduit Python-based service designed to provide a unified, consistent interface for AI tools and | 5 | Claude Code | 14 | 713 tok |
| lpsgverrilla/lps-statusline Custom Claude Code statusline: model + effort level, native usage quota, git info, context | 5 | Claude Code | 1 | — |
| dungnotnull/ai-coastal-erosion-monitoring-agent-skill 🌊 Multi-agent AI framework for coastal shoreline risk prediction & storm damage modeling. | 5 | Claude Code | 1 | 1,311 tok |
| The-Church-of-Code/church-of-code | 5 | Claude Code | 1 | 1,184 tok |
| quequiere/graph-mem Persistent knowledge graph memory for AI coding agents — powered by Graphiti | 5 | Claude Code | 1 | 2,842 tok |
| shacharbard/jmunch-claude-code-setup Enforcement system for Claude Code that orchestrates MCP servers to cut token usage by 85- | 5 | Claude Code | 1 | 718 tok |
| koersliven/Lore Let tacit knowledge travel with code. The biggest bottleneck in AI coding tools today i | 5 | Claude Code | 7 | 1,825 tok |
| dordor12/token-bay Educational distributed-systems design exercise: a BitTorrent-style P2P network for sharin | 5 | Claude Code | 1 | 976 tok |
| dungnotnull/ocean-plastic-satellite-detection-agent-skill 🌊🛰️ Ocean Plastic Hyperspectral Satellite Detection & Recovery Routing Engine | Producti | 5 | Claude Code | 1 | 1,341 tok |
| dungnotnull/biosafety-lab-risk-assessment-agent-skill ☣️🔬 Microbiology Laboratory Biosafety & Risk Assessment Engine | Production-grade Claude | 5 | Claude Code | 1 | 1,497 tok |
| brazilofmux/gnucobol Dockerized GNUCOBOL (builder and runtimee) | 5 | Claude Code, Codex, OpenCode | 2 | 2,116 tok |
| dungnotnull/used-cooking-oil-biodiesel-agent-skill 🛢️ Multi-agent AI framework for waste grease collection supply chains & renewable diesel | 5 | Claude Code | 1 | 1,285 tok |
| jewbetcha/openscan | 5 | Claude Code | 1 | 2,593 tok |
| dungnotnull/solar-adsorption-cooling-system-agent-skill ☀️ Production-grade multi-agent Claude Skill for solar adsorption cooling & refrigeration | 5 | Claude Code | 1 | 1,280 tok |
| dungnotnull/iot-satellite-forest-fire-early-warning-agent-skill 🔥 Multi-agent AI framework for automated forest fire detection & disaster alert dispatch. | 5 | Claude Code | 1 | 2,708 tok |
| dungnotnull/river-trash-boom-robot-design-agent-skill 🤖 Production-grade multi-agent Claude Skill for autonomous river trash-boom robotics & hy | 5 | Claude Code | 1 | 1,274 tok |
| dungnotnull/Real-Estate-Title-Dispute-History-Due-Diligence-Advisor-agent-skill 🏠 Modular real estate due-diligence system backed by 30 research authorities. Features ch | 5 | Claude Code | 1 | 997 tok |
| dungnotnull/survival-crafting-chain-optimization-agent-skill 🛠️⚡ Survival Game Crafting Chain & Resource Optimization Engine | Production-grade Claude | 5 | Claude Code | 1 | 1,246 tok |
| dungnotnull/retro-emulator-config-optimization-agent-skill 🕹️⚡ Retro Emulator Configuration & Display Latency Optimization Engine | Production-grade | 5 | Claude Code | 1 | 2,313 tok |
| dungnotnull/game-automation-irrigation-system-agent-skill 🌾💧 In-Game Farming Automation & Irrigation Layout Engine | Production-grade Claude Code | 5 | Claude Code | 1 | 1,278 tok |
| dlapiduz/iaf Application Platform for Agentic Engineering | 5 | Claude Code | 1 | 1,308 tok |
| septract/lean-c-semantics | 5 | Claude Code | 1 | 4,367 tok |
| dungnotnull/Mycology-Mushroom-Cultivation-Advisor-agent-skill 🍄 Research-backed mushroom cultivation advisor covering saprophytic fungal biology, medic | 5 | Claude Code | 1 | 698 tok |
| eimis1990/inzone | 5 | Claude Code | 1 | — |
| alexey-pkv/claude-companions Give claude more personality. Some would say... even to much... | 5 | Claude Code | 1 | 505 tok |
| dungnotnull/greywater-recycling-constructed-wetland-agent-skill 🌾💧 Greywater Treatment & Constructed Wetland Design Engine | Production-grade ecological | 5 | Claude Code | 1 | 1,355 tok |
| decocms/blocks blocks — deco's CMS framework: block runtime, Studio admin protocol, codegen CLI, and TanS | 5 | Claude Code, Codex | 15 | 14,791 tok |
| cohemm/prism Multi-perspective AI team analysis for better decisions | 5 | Claude Code | 4 | 1,139 tok |
| lynxbat/inbox-zero-claude Achieve inbox zero with Claude Code. An intelligent email triage workflow that learns your | 5 | Claude Code | 2 | 459 tok |
| Firework-Labs/airtable-interface-extension-kit A starter kit for Airtable Custom Interface Extensions: SDK gotchas pre-documented, antd 5 | 5 | Claude Code | 1 | 1,163 tok |
| Davidsolli/desafio-final | 5 | Claude Code | 2 | 1,755 tok |
| Emurgo/dapp-example An example of a dApp using the wallet connector | 5 | Claude Code | 1 | 1,309 tok |
| qvapay/trondealer-woocommerce WooCommerce plugin para Trondealer | 5 | Claude Code | 1 | 2,507 tok |
| angelod1as/portfolio angelodias.com.br Angelo Dias' portfolio | 5 | Claude Code | 1 | 461 tok |
| calderbuild/ai-smooth-talker bvw1eq2hw657.trickle.host 🤖 AI-powered conversation assistant that helps you craft perfect responses with high emot | 5 | Claude Code | 1 | 2,349 tok |
| gfrmin/life-agent Ask anything about your own life and get cited, hallucination-checked answers grounded in | 5 | Claude Code | 1 | 1,482 tok |