How real projects configure their agents

23,261 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
pollen-robotics/microduck_rl pollen-robotics.com RL training environments for Microduck (mjlab) 2,060 Claude Code, Codex, OpenCode 2 4,205 tok
eugene1g/agent-safehouse agent-safehouse.dev Sandbox your local AI agents so they can read/write only what they need 2,055 Claude Code, Codex, OpenCode 3 1,349 tok
Lumiwealth/lumibot lumibot.lumiwealth.com Backtestable AI trading agents and Python algorithmic trading strategies for stocks, optio 2,055 Claude Code, Codex, GitHub Copilot, OpenCode 3 16,167 tok
lodev09/react-native-true-sheet sheet.lodev09.com The true native bottom sheet experience 💩 2,054 Claude Code, Codex, OpenCode 2 1,091 tok
lin-snow/Ech0 ech0.app Ech0 – An open-source, self-hosted lightweight publishing platform for personal idea shari 2,053 Claude Code, Codex, OpenCode 2 5,643 tok
NVIDIA-NeMo/labs-OO-Agents NVIDIA Object Oriented Agents: the Pythonic way to build AI Agents. 2,042 Codex, OpenCode 1 2,863 tok
jtblin/kube2iam kube2iam provides different AWS IAM roles for pods running on Kubernetes 2,042 Claude Code, Codex, Gemini CLI 2 334 tok
authgear/authgear-server authgear.com Open source Auth0/Clerk/Firebase alternative. Passkeys, SSO, MFA, passwordless, biometric 2,041 Claude Code, Codex, OpenCode 21 3,028 tok
Kochava-Studios/witsy Witsy: desktop AI assistant / universal MCP client 2,026 Claude Code, Codex, GitHub Copilot, OpenCode 7 5,730 tok
iFurySt/open-codex-computer-use 👾 Open Computer Use – Open-Source Alternative to Codex Computer Use 2,025 Claude Code, Codex, OpenCode 2 653 tok
CaliCastle/cali.so cali.so Personal website for Cali Castle 2,024 Claude Code, Codex, OpenCode 2 400 tok
YosemiteCrew/Yosemite-Crew yosemitecrew.com Open-source operating system for animal health 2,021 Claude Code, Codex, OpenCode 16 4,009 tok
vercel-labs/vgpu vgpu.sh Modular cross-runtime WebGPU library for shaders, 3D scenes, GPU tensors, neural networks, 2,016 Codex, OpenCode 1 1,035 tok
atomicstrata/llm-wiki-compiler llmwiki.atomicstrata.ai The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM W 2,014 Claude Code, Codex, OpenCode 2 1,426 tok
coder/xum xum.coder.com A desktop app for isolated, parallel agentic development 2,013 Claude Code, Codex, GitHub Copilot, OpenCode 8 10 tok
stefanprodan/timoni timoni.sh Timoni is a package manager for Kubernetes, powered by CUE and inspired by Helm. 2,012 Codex, OpenCode 1 3,372 tok
LetsFG/LetsFG letsfg.co Agent-native flight & hotel search and booking — MCP server, CLI, and Python/JS SDKs. Hund 2,005 Claude Code, Codex, OpenCode 2 16,655 tok
rynfar/meridian npmjs.com Use your Claude Max subscription with OpenCode, Pi, Droid, Aider, Crush, Cline, Jcode. Pro 2,005 Claude Code, Codex, OpenCode 3 4,767 tok
mvanhorn/printing-press-library Official library of CLIs generated by the CLI Printing Press. Endorsed, tested, and commun 2,003 Claude Code, Codex, OpenCode 2 12,456 tok
Octane0411/open-vibe-island Native macOS control center for AI coding agents — monitor sessions, approve actions, and 2,001 Claude Code, Codex, OpenCode 2 2,582 tok
alpic-ai/skybridge skybridge.tech Skybridge is a full-stack TypeScript framework for MCP Apps and ChatGPT Apps. Type-safe. R 1,998 Claude Code, Codex, OpenCode 4 899 tok
tsingyuai/growth-lab growthlab.tsingyuai.com An open-source end-to-end growth tool that understands the product, connects to informatio 1,998 Codex, OpenCode 1 2,030 tok
JurajNyiri/HomeAssistant-Tapo-Control Control for Tapo cameras as a Home Assistant component 1,995 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 1,258 tok
Gentleman-Programming/Gentleman.Dots My personal configuration for LazyVim ! 1,984 Codex, OpenCode 1 2,709 tok
openakita/openakita openakita.ai An open-source AI assistant framework with skills and agent architecture 1,983 Codex, OpenCode 1 3,421 tok
reactnativecn/react-native-update 🚀 Blazing Fast Hot Updates for React Native 1,982 Claude Code, Codex 1
Start9Labs/start-technologies start9.com Monorepo for StartOS, StartWRT, StartTunnel, start-sdk, start-docs, start-cli, start-regis 1,981 Claude Code, Codex, OpenCode 3 12,170 tok
openclaw/clawsweeper clawsweeper.bot ClawSweeper scans all issues and PRs and suggest what we can close, and why. It runs every 1,979 Claude Code, Codex, OpenCode 3 2,116 tok
future-agi/future-agi futureagi.com Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent 1,978 Claude Code, Codex 2
vibheksoni/stealth-browser-mcp The only browser automation that bypasses anti-bot systems. AI writes network hooks, clone 1,962 Codex, OpenCode 1 712 tok
beikeshop/beikeshop beikeshop.com Free and Open-Source, Easy-to-Use Laravel eCommerce Platform,It supports multiple language 1,960 Claude Code, Codex, OpenCode 2 4,844 tok
dmmulroy/better-result Lightweight Result type for TypeScript with generator-based composition. 1,958 Claude Code, Codex, OpenCode 2 1,362 tok
majidmanzarpour/threejs-game-skills Agent skills for building playable, polished Three.js browser games with gameplay, AAA-sty 1,955 Codex, OpenCode 1 888 tok
kenforthewin/atomic atomicapp.ai Self-hosted, semantically-connected personal knowledge base 1,952 Claude Code, Codex, OpenCode 2 3,332 tok
arcsin1/oh-my-ppt ohmyppt.cc Describe what you need — a presentation, lesson, or story — and let the AI build clean, be 1,949 Claude Code, Codex, OpenCode 2 1,895 tok
microsoft/intelligent-terminal devblogs.microsoft.com A fork of Windows Terminal with native agent integration, right in your command line. 1,946 Claude Code, Codex, GitHub Copilot, OpenCode 19 24,175 tok
evilsocket/legba legba.evilsocket.net The fastest and more comprehensive multiprotocol credentials bruteforcer / password spraye 1,945 Claude Code, Codex, OpenCode 2 2,269 tok
xu-xiang/everything-claude-code-zh oneskill.one Chinese translation project for everything-claude-code: a complete collection of Claude Co 1,941 Claude Code, Codex, OpenCode 45 2,649 tok
tphakala/birdnet-go Self-hosted realtime soundscape analyser for birds, bats and other wildlife. Multi-model l 1,941 Claude Code, Codex, OpenCode 3 2,623 tok
doobidoo/mcp-memory-service Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Clau 1,940 Claude Code, Codex, OpenCode 13 7,851 tok
amElnagdy/delegate-skills skills.sh Delegate a coding task to a separate coding agent CLI, review the diff, land the commit yo 1,933 Codex, OpenCode 1 3,511 tok
numtide/llm-agents.nix numtide.github.io Nix packages for AI coding agents and development tools. Automatically updated daily. 1,929 Claude Code, Codex, OpenCode 2 2,750 tok
chengzuopeng/stock-sdk stock-sdk.linkdiary.cn A zero-dependency JavaScript SDK for frontend developers to retrieve stock data without Py 1,927 Codex, OpenCode 1 10,850 tok
vercel-labs/lat.md lat.md Agent Lattice: a knowledge graph for your codebase, written in markdown. 1,917 Claude Code, Codex, OpenCode 2 2,734 tok
mcollina/skills My own collection of skills for modern Node.js development 1,914 Codex, OpenCode 1 652 tok
silvertakana/worldwideview worldwideview.dev 1,913 Claude Code, Codex, OpenCode 10 2,603 tok
mintlify/starter starter.mintlify.com The starter kit for your mintlify project 1,913 Codex, OpenCode 1 281 tok
lexmount/moli browser.lexmount.com Best headless browser for AI agents. Lite, Fast, High-Compatibility. Built in Rust 1,908 Codex, OpenCode 1 105 tok
quran/quran.com-frontend-next quran.com Frontend build on next.js 1,908 Claude Code, Codex, GitHub Copilot, OpenCode 25 518 tok
xerj-org/xerj xerj.org XERJ is the new way for AI to search data. Its autoindex capability activates agents to kn 1,907 Codex, OpenCode 1 4,551 tok