How real projects configure their agents

31,994 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 agents7,670Claude Code6,650Data and AI3,673Backend and APIs3,507Languages3,392Planning3,227Git and workflow3,211Code review2,744Testing2,385Memory and context2,367Writing and docs2,330DevOps and cloud2,314Research2,288Frontend2,261Security2,032Productivity1,722

All Claude Code31,994 Codex23,359 OpenCode22,302 GitHub Copilot3,560 Gemini CLI1,917 Cursor1,740 Windsurf142 Kiro82

Project Stars Configures Files Always loaded
takuyanagai0213/faq-bot-sample 2 Claude Code 1 246 tok
cookielab/blog-devdrift 2 Claude Code 1 1,083 tok
dkmaker/ida-ai 2 Claude Code 1
adamancyzhang/claude-orchestrator-server 2 Claude Code 13 811 tok
ondefy/erc8004-implementation Zyfai ERC8004 implementation v2 2 Claude Code, Cursor 2 7,466 tok
June-OWO/cc-visio 2 Claude Code 1 1,462 tok
goddaehee/init-claude-plugin Claude Code documentation quality optimization skill with PDCA evaluation loops 2 Claude Code 1 349 tok
gaebalai/claude-code-kit-ko mdrules.dev Korean practical skill kit for Claude Code (skill design · CI/CD · API · DB · operations · 2 Claude Code 41 267 tok
gmirabella/voice-to-obsidian-ai An intelligent system to transform voice notes into structured notes in Obsidian, using Su 2 Claude Code 1 554 tok
maxime-tremblay/APEXLang-Project-Template A starter project structure for APEXLang development with Claude Code, including sample co 2 Claude Code 1
davidesidoti/CryptoBot ML-powered crypto trading bot (XGBoost + multi-timeframe features) con walk-forward valida 2 Claude Code 4 2,027 tok
chameleonsq/android-pentest-ai 2 Claude Code 1 3,869 tok
dkaklamanis/angular-meetup-prompt-to-production 2 Claude Code 5 449 tok
Acquiredl/Acu A framework for building LLM-driven pipelines where the filesystem defines the program 2 Claude Code 13 1,228 tok
gehryliuRMuniversity/helix A self-evolving harness for Claude Code — 19 iron laws, 4-layer hook defense, mandatory re 2 Claude Code 1 1,652 tok
baymax-afk/Ad-hoc_DV_tool An adaptable Data Visualization tool that can understand any csv file 2 Claude Code 1 3,318 tok
akapet00/dotclaude My .claude minimal setup. 2 Claude Code 6
enicio/Julius Inspired by Julius Rock from *Everybody Hates Chris*, Julius gates every code request thro 2 Claude Code 1 452 tok
indies-cl/indies.la 2 Claude Code, Codex, OpenCode 2 633 tok
chevp/chevp-workflow chevp.github.io Workspace-level meta-lifecycle for AI-assisted development across multiple repositories 2 Claude Code 1 1,219 tok
bartoszclapinski/Coffer Personal finance app with AI: PDF statement parsing for Polish banks, receipt OCR, anomaly 2 Claude Code 1 1,858 tok
shashikanth107/sample-claude 2 Claude Code 7 211 tok
Gautam-Galada/claude-book 2 Claude Code 1 718 tok
Guo-Chenxu/paper-agent What era are we living in, still doing traditional research? 2 Claude Code, Codex 11 899 tok
timbeach/timbeach.com Personal website 2 Claude Code, Codex, OpenCode 2 4,310 tok
TemurTurayev/NeuroHand Advanced Brain-Computer Interface platform for motor imagery classification and prosthetic 2 Claude Code 1 1,526 tok
hoop71/alexANTria RLM architecture for project-scale context. 2 Claude Code 1 601 tok
geodnet/ntrip Ntrip sample code to access GEODNET RTK service 2 Claude Code 1 389 tok
TobiasSpaeth83/firmengedaechtnis-template Firmengedächtnis Template — KI-gestütztes Company Memory ohne RAG. Markdown + Git + Claude 2 Claude Code 1 869 tok
hlop3z/claude-ai-dangerous 2 Claude Code 10 1,850 tok
shtdu/ai-together An AI Platform to help team or organization to adapt AI tools with Trust and Confidence 2 Claude Code, Codex, OpenCode 3 3,136 tok
k-g-k/ballot ballot-pi.vercel.app 2 Claude Code 1 1,781 tok
woody1234567/Interactive-Architecture architecture.studywithwoody.site 2 Claude Code 1 2,148 tok
agentculture/fleet-cli Agent and CLI to control a fleet of drones (multiple UAVs), built on drone-cli — coordinat 2 Claude Code 15 3,893 tok
jcderr/jradmin 2 Claude Code 3 1,910 tok
seungdeok/harness-starter 2 Claude Code 5 1,500 tok
MrFadiAi/TIA-Toolkit GUI toolkit for extracting PLC/HMI data from Siemens TIA Portal projects — desktop GUI + V 2 Claude Code 1 3,349 tok
equaz0r/lowdragrts 2 Claude Code 1 7,453 tok
mattcree/quandale-pipeline 2 Claude Code 1 4,119 tok
jamesbtlr/dsys Claude Code slash command that transforms screenshot benchmarks into a complete design sys 2 Claude Code 5
alidhibi/ccto alidhibi.me CCTO, l'outils qui optimise la consommation de tokens lors de l'utilisation de Claude Cod 2 Claude Code 2 1,752 tok
matdac12/just-a-simple-board A Kanban board with Claude Code integration. Everything Local. Everything simple. 2 Claude Code 1 2,164 tok
gaurav-ciphernutz/agentic-sdlc-starter-docs 2 Claude Code, Codex, OpenCode 12 888 tok
AI-RICE/ChatCommissioning 2 Claude Code 1 1,040 tok
YusukeKokubo/phantomtype phantomtype.com a Japan photo gallery. 2 Claude Code 2 1,929 tok
wawiesel/InfiniClaw Multi-bot orchestration built on NanoClaw 2 Claude Code 2
All-Turtles/airtime-design-system Airtime Design System — tokens, components, and icons for Claude Code 2 Claude Code 7 5,208 tok
Traviseric/pro-se-ai-toolkit courtdocs.io Open framework for pro se litigants using AI to draft motions and verify citations before 2 Claude Code 1 898 tok
RhodeyStark-Event-Tech/trading-agent AI-powered stock trading system with LLM signal generation, Schwab API integration, and Re 2 Claude Code 1 2,943 tok
rahult18/prism-mem Post-session knowledge crystallizer for AI coding agents 2 Claude Code, Codex, Cursor, OpenCode 3 1,470 tok