How real projects configure their agents

32,006 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721

All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81

Project Stars Configures Files Always loaded
dungnotnull/healthy-microtransaction-economy-agent-skill 💎 Multi-agent AI framework for game monetization ethics. Audits loot-box regulations (PEG 5 Claude Code 1 1,301 tok
feststelltaste/problemrider feststelltaste.github.io ProblemRider is an application that helps software teams dig deeper into the real root cau 5 Claude Code, Codex, Gemini CLI, OpenCode 12 2,300 tok
wjgogogo/dive-react-19 wjgogogo.github.io dive into react 19 source code 5 Claude Code 3 1,043 tok
pdfarhad/pdvault 5 Claude Code 24 2,275 tok
noodlefrenzy/vteam-hybrid 5 Claude Code 50 2,073 tok
Aibier/claude-em-toolkit Software Engineering Manager Cluade Usage Toolkit 5 Claude Code 2 571 tok
dungnotnull/home-spirulina-farming-system-agent-skill 🌿 Claude Code harness for home microalgae & spirulina farming systems. Covers DIY raceway 5 Claude Code 1 1,311 tok
Hirama/solidity-agentic-stack 5 Claude Code 4 936 tok
wavenumber-eng/supply-chain-monkey 5 Claude Code, Codex, OpenCode 2 1,312 tok
LoganYangBo/rh-trading-agent 5 Claude Code 8 667 tok
darkyzhou/carbon-design-guidelines An Agent Skill that teaches AI coding agents how to build React UIs with IBM's Carbon Desi 5 Claude Code 1 10,887 tok
LeagueToolkit/lol-meta-wiki meta-wiki.leaguetoolkit.dev Wiki for documenting League of Legends Meta (.bin) classes and properties 5 Claude Code 1 1,820 tok
Chrisissorry/lazyslides Slide decks with native agentic AI integration. 5 Claude Code, Codex, OpenCode 13 5,549 tok
Cheggin/sushihacks2025 5 Claude Code 1 1,036 tok
SynapSync/skills-registry The official public registry of cognitives — reusable AI instructions for skills, agents, 5 Claude Code 1 3,480 tok
seongjaeryu/human-native-knowledge-skills 5 Claude Code 1 763 tok
keithn/yt 5 Claude Code 1 1,060 tok
dungnotnull/export-pharma-packaging-compliance-agent-skill 💊 Production-grade multi-agent Claude Skill for pharmaceutical export packaging complianc 5 Claude Code 1 1,270 tok
DemitriusQuadros/bruce Self-hosted AI assistant for WhatsApp, Discord, and Telegram — powered by Claude, Gemini, 5 Claude Code 12 2,513 tok
nikhilch98/liquid-editor A pure Swift/SwiftUI iOS 26 video editor with Liquid Glass design, Metal GPU rendering, an 5 Claude Code 2 5,089 tok
kikin81/nubecita Nubecita is an android blue sky client 5 Claude Code, Codex, OpenCode 16 10,845 tok
nickmisasi/planner 5 Claude Code, Codex, OpenCode 20 5,106 tok
dungnotnull/pet-hospice-end-of-life-care-agent-skill 🐾 Senior & End-of-Life Pet Hospice Care Engine | Production-grade veterinary palliative c 5 Claude Code 1 1,368 tok
sergei1503/claudealytics Analytics tool for Claude Code users to understand usage patterns and optimize configurati 5 Claude Code 1 320 tok
dungnotnull/workshop-air-pollution-monitoring-agent-skill 🏭 Production-grade multi-agent Claude Skill for workshop indoor air quality & safety moni 5 Claude Code 1 1,679 tok
jaxx2104/blog jaxx2104.info I love coke and bugs. 5 Claude Code 1 1,951 tok
1cFE/fusion-tea Primary repo for Fusion SysMLv2 Modeling + TEA simulation 5 Claude Code 9 4,546 tok
thmtz/nanoclaw-fleet Agent Fleet Manager: spin up isolated coding agents from Discord, each with its own contai 5 Claude Code 46 6,543 tok
dungnotnull/building-rainwater-harvesting-agent-skill 🌧️ Production-grade multi-agent Claude Skill for building rainwater harvesting & water re 5 Claude Code 1 1,285 tok
dungnotnull/urban-noise-tree-barrier-planning-agent-skill 🌳 Multi-agent AI framework for urban green infrastructure & acoustic barrier engineering. 5 Claude Code 1 1,659 tok
dungnotnull/game-terminology-vietnamization-agent-skill 🎮 Production-grade multi-agent Claude Skill for game terminology localization & Vietnamiz 5 Claude Code 1 1,287 tok
blanthor/AIS-OS This is AI OS, based on Nate Herk v2. I should have forked probably. 5 Claude Code 12 942 tok
dungnotnull/space-resource-extraction-advisor-agent-skill 🚀☄️ Space Resource Extraction Legal & Technical Advisor | Production-grade Claude Code ha 5 Claude Code 1 1,291 tok
plinken-org/plinken-wclap Plinken Community Projects 5 Claude Code 1 2,628 tok
Datajang/narajangteo_mcp_server 5 Claude Code 1 1,317 tok
jonafrank/cursor-multi-model-config 5 Claude Code, Cursor 8
wjsutton/pkmn_yellow_legacy_dbt 5 Claude Code 1 1,241 tok
sougetuOte/claude-file-template 5 Claude Code 12 1,404 tok
GDGXICA/gdgxica.github.io gdgica.com 5 Claude Code 1 3,286 tok
CBirkbeck/AINTLIB Atlas of formalised number theory in Lean (Verso blueprint) 5 Claude Code, Codex, OpenCode 2 4,539 tok
dungnotnull/indie-game-match-history-database-agent-skill 🎮📊 Indie Game Match-History Database & Rating Engine | Production-grade zero-dependency 5 Claude Code 1 1,663 tok
tianyilt/blender-batch-render-with-.blend-background- In generative deep geometry learning, we often get many obj files remain to be rendered 5 Claude Code 1 1,510 tok
King-Proplan/project-planner MCP server that gives Claude persistent project memory — roadmap, session history, and cod 5 Claude Code 1 641 tok
mtvrkan/senior-dev-kit senior.mtvrkan.com A Claude Code configuration kit that makes the assistant behave like a senior engineering 5 Claude Code 2 1,672 tok
dungnotnull/transmission-jitter-reduction-agent-skill 📡🎮 Transmission Jitter Reduction & Real-Time Network Optimization Engine | Production-gr 5 Claude Code 1 2,255 tok
dungnotnull/small-datacenter-airflow-thermal-optimization-agent-skill 🌡️❄️ Small Data Center Airflow & Thermal Engineering Engine | Production-grade Claude Cod 5 Claude Code 1 1,814 tok
aligundogdu/bite-ai-dietitian Transform personal nutrition tracking from a generic calorie database into a daily practic 5 Claude Code 1 1,186 tok
skylarhoover-26/Learning-Agent-Repository learning-agent-pearl.vercel.app 5 Claude Code 2 1,375 tok
microgeni/haiku-claude-cli A native Cluade client for Haiku OS 5 Claude Code 2 1,860 tok
s-annam/okfmem okfmem engine — self-maintaining OKF markdown memory (decay + consolidation) for AI coding 5 Claude Code, Codex, OpenCode 7 1,548 tok