How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
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
russosalv/NONoise 5 Claude Code 8 1,664 tok
wybug/AgentDisk A network drive for Agents, with backend OSS support for isolating permissions at the user 5 Claude Code 6 2,758 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
dungnotnull/team-synergy-coach-agent-skill 🎯⚔️ Esports Team Synergy, Reflex Training & Coordination Coaching Engine | Production-gra 5 Claude Code 1 2,328 tok
The-Church-of-Code/church-of-code 5 Claude Code 1 1,184 tok
dungnotnull/accessible-shopping-visually-impaired-agent-skill 🛒 Production-grade multi-agent Claude Skill for accessible retail UX & inclusive store de 5 Claude Code 1 1,272 tok
quequiere/graph-mem Persistent knowledge graph memory for AI coding agents — powered by Graphiti 5 Claude Code 1 2,842 tok
dungnotnull/adhd-friendly-home-design-agent-skill 🏠🧠 ADHD-Friendly Home Space Optimization Engine | Environmental psychology & sensory erg 5 Claude Code 1 1,557 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
dungnotnull/historical-cadastral-map-restoration-agent-skill 🗺️📜 Historical Cadastral Map Restoration & GIS Digitization Engine | Production-grade Cl 5 Claude Code 1 1,311 tok
hy459229090-lang/ai-pm-workflow AI product workflow practices 5 Claude Code 1 1,071 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 1,374 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
thomastron/personal-constitution Personal belief accountability system + Socratic debate-prep toolkit for Claude Code 5 Claude Code 1 1,337 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
panyam/mcpkit 5 Claude Code 4 4,185 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/standalone-solar-deep-station-agent-skill ☀️ Production-grade multi-agent Claude Skill for off-grid solar power design in remote dee 5 Claude Code 1 1,275 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, Cursor 28 4,654 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
wislertt/bakefile bakefile.wisl.dev An OOP task runner. Write tasks once, reuse everywhere. Like a Makefile, but reusable and 5 Claude Code 13