How real projects configure their agents

32,066 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 agents7,473Claude Code6,589Data and AI3,693Backend and APIs3,491Languages3,403Planning3,201Git and workflow3,131Code review2,731Memory and context2,354Testing2,335DevOps and cloud2,298Research2,288Writing and docs2,284Frontend2,242Security1,995Productivity1,703

All Claude Code32,066 Codex23,211 OpenCode21,984 GitHub Copilot3,528 Gemini CLI1,908 Cursor1,730 Windsurf104 Kiro70

Project Stars Configures Files Always loaded
flutter/flutter-intellij docs.flutter.dev Flutter Plugin for IntelliJ 2,014 Claude Code, Gemini CLI 2 220 tok
coder/xum xum.coder.com A desktop app for isolated, parallel agentic development 2,012 Claude Code, Codex, GitHub Copilot, OpenCode 8 10 tok
atomicstrata/llm-wiki-compiler llmwiki.atomicstrata.ai The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM W 2,010 Claude Code, Codex, OpenCode 2 1,426 tok
rynfar/meridian npmjs.com Use your Claude Max subscription with OpenCode, Pi, Droid, Aider, Crush, Cline, Jcode. Pro 2,002 Claude Code, Codex, OpenCode 3 4,767 tok
nottelabs/notte notte.cc Cloud browser infrastructure and web automation platform for your AI and coding agents 2,001 Claude Code 1
Octane0411/open-vibe-island Native macOS control center for AI coding agents — monitor sessions, approve actions, and 1,999 Claude Code, Codex, OpenCode 2 2,582 tok
LetsFG/LetsFG letsfg.co Agent-native flight & hotel search and booking — MCP server, CLI, and Python/JS SDKs. Hund 1,998 Claude Code, Codex, OpenCode 2 16,655 tok
mvanhorn/printing-press-library Official library of CLIs generated by the CLI Printing Press. Endorsed, tested, and commun 1,997 Claude Code, Codex, OpenCode 2 12,456 tok
alpic-ai/skybridge skybridge.tech Skybridge is a full-stack TypeScript framework for MCP Apps and ChatGPT Apps. Type-safe. R 1,995 Claude Code, Codex, OpenCode 4 899 tok
JurajNyiri/HomeAssistant-Tapo-Control Control for Tapo cameras as a Home Assistant component 1,993 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 1,258 tok
pollen-robotics/microduck_rl pollen-robotics.com RL training environments for Microduck (mjlab) 1,993 Claude Code, Codex, OpenCode 2 4,205 tok
forloopcodes/contextplus contextplus.vercel.app Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for 1,983 Claude Code 1
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 1,982 Claude Code, Codex, OpenCode 3 11,786 tok
kacperkapusciak/goldie ✨ agentic app store previews and screenshots 1,977 Claude Code 4 360 tok
openclaw/clawsweeper clawsweeper.bot ClawSweeper scans all issues and PRs and suggest what we can close, and why. It runs every 1,977 Claude Code, Codex, OpenCode 3 2,116 tok
iFurySt/open-codex-computer-use 👾 Open Computer Use – Open-Source Alternative to Codex Computer Use 1,970 Claude Code, Codex, OpenCode 2 653 tok
future-agi/future-agi futureagi.com Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent 1,964 Claude Code, Codex 2
zereight/gitlab-mcp zereight.github.io First gitlab mcp for you, building together 1,963 Claude Code, GitHub Copilot 54 1,765 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. 1,957 Claude Code, Codex, OpenCode 2 1,362 tok
WeaveMindAI/weft A programming language for AI orchestrations (POC) 1,956 Claude Code 1
kenforthewin/atomic atomicapp.ai Self-hosted, semantically-connected personal knowledge base 1,951 Claude Code, Codex, OpenCode 2 3,332 tok
ai-that-works/ai-that-works boundaryml.com 🦄 ai that works - every tuesday 10 AM PST 1,948 Claude Code 7
alvinunreal/tmuxai tmuxai.dev AI-Powered, Non-Intrusive Terminal Assistant 1,946 Claude Code 1
arcsin1/oh-my-ppt ohmyppt.cc Describe what you need — a presentation, lesson, or story — and let the AI build clean, be 1,946 Claude Code, Codex, OpenCode 2 1,895 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
microsoft/intelligent-terminal devblogs.microsoft.com A fork of Windows Terminal with native agent integration, right in your command line. 1,941 Claude Code, Codex, GitHub Copilot, OpenCode 16 30,097 tok
xu-xiang/everything-claude-code-zh oneskill.one Chinese translation project for everything-claude-code: a complete collection of Claude Co 1,938 Claude Code, Codex, OpenCode 45 2,649 tok
doobidoo/mcp-memory-service Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Clau 1,933 Claude Code, Codex, OpenCode 13 7,851 tok
ranuts/document edit.chaxus.com Edit DOCX/XLSX/PPTX in your browser — client-side, no server, works offline (OnlyOffice + 1,930 Claude Code 1 23,895 tok
tphakala/birdnet-go Self-hosted realtime soundscape analyser for birds, bats and other wildlife. Multi-model l 1,929 Claude Code, Codex, OpenCode 3 2,623 tok
severity1/claude-code-prompt-improver Intelligent prompt improver hook for Claude Code. Type vibes, ship precision. 1,923 Claude Code 1 5,453 tok
numtide/llm-agents.nix numtide.github.io Nix packages for AI coding agents and development tools. Automatically updated daily. 1,917 Claude Code, Codex, OpenCode 2 2,750 tok
vercel-labs/lat.md lat.md Agent Lattice: a knowledge graph for your codebase, written in markdown. 1,914 Claude Code, Codex, OpenCode 2 2,734 tok
silvertakana/worldwideview worldwideview.dev 1,912 Claude Code, Codex, OpenCode 10 2,603 tok
MadAppGang/dingo A meta-language for Go that adds Result types, error propagation (?), and pattern matchi 1,912 Claude Code 10 4,132 tok
quran/quran.com-frontend-next quran.com Frontend build on next.js 1,908 Claude Code, Codex, GitHub Copilot, OpenCode 25 518 tok
TencentEdgeOne/edgeone-makers-tools 1,896 Claude Code, Codex, OpenCode 2 672 tok
hanshuaikang/nezha nezha.hanshutx.com Code Editor for the AI Agents Era. Run multiple Claude Code and Codex agents across projec 1,896 Claude Code, Codex, OpenCode 2 8,045 tok
CoderGamester/mcp-unity Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Cl 1,894 Claude Code, Codex, OpenCode 2 2,755 tok
vstorm-co/full-stack-ai-agent-template vstorm-co.github.io Full-stack AI app generator — FastAPI + Next.js with AI Agents, RAG, streaming, auth, and 1,890 Claude Code, Codex, OpenCode 2 2,284 tok
trailofbits/publications trailofbits.com Publications from Trail of Bits 1,889 Claude Code 1 1,671 tok
zakirkun/guardian-cli Guardian is a production-ready AI-powered penetration testing automation CLI tool that lev 1,876 Claude Code 1 1,639 tok
sweetpad-dev/sweetpad marketplace.visualstudio.com Develop Swift/iOS projects using VSCode 1,875 Claude Code 1 1,147 tok
autoclaw-cc/xiaohongshu-skills xiaohongshu-skills 1,875 Claude Code 1 806 tok
MatrAIx-ai/MatrAIx-Persona-8B matraix.ai Simulate Before Reality. 1,862 Claude Code 1
sonofmagic/weapp-tailwindcss tw.weapp.dev Bring Tailwind CSS's atomic development experience to every platform! 1,861 Claude Code, Codex, OpenCode 5 3,993 tok
ballred/obsidian-claude-pkm A complete starter kit for an Obsidian + Claude Code personal knowledge management system. 1,861 Claude Code 1
stephengpope/thepopebot skool.com The Pope Bot is an autonomous AI agent that you can configure and build to do just about a 1,859 Claude Code 6 2,915 tok