How real projects configure their agents

32,436 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
SepineTam/mcp-for-stata aidea-labs.com Stata-MCP: A MCP server for integrating Stata into your agent loop with a safety-first des 275 Claude Code 4 1,568 tok
leemysw/feishu-docx 🚀 Feishu/Lark Docs, Sheet, Bitable <-> Markdown | AI Agent-friendly knowledge base export 274 Claude Code, Codex, OpenCode 2 788 tok
choyiny/saasmail choy.in Self-hosted email server for SaaS teams on Cloudflare Workers with WebMCP support 274 Claude Code, Codex, OpenCode 7 2,332 tok
starmynd-org/infinite-brain-os A git-backed operating system for running a business with AI agents. Plain Markdown and YA 274 Claude Code, Codex, OpenCode 26 3,095 tok
detroittommy879/aicodeprep-gui wuu73.org Surgical context engineering with a nice UI, Windows, Mac, Linux, BSD, anywhere where pyth 273 Claude Code, Codex, OpenCode 2 3,881 tok
endorhq/rover endor.dev A manager for AI coding agents that works with Claude Code, Cursor, Gemini, Codex, and Qwe 273 Claude Code, Codex, Gemini CLI, OpenCode 6 2,146 tok
Lcharvol/MacSift lcharvol.github.io Transparent macOS disk cleaner — groups files by app, moves to Trash (never permanent). Sw 273 Claude Code 1 4,662 tok
sahithvibudhi/vibe-tree sahithvibudhi.github.io Run AI coding agents in parallel, one git worktree each. Desktop, web, and CLI. 273 Claude Code 6 303 tok
lasso-security/claude-hooks lasso.security Lasso security integrations for Claude Code, including prompt-injection defenses 273 Claude Code 3 —
wuji66dde/jshook-skill 🔍 AI-powered JS reverse engineering: deobfuscation, crypto detection, CDP debugging, hook 273 Claude Code 1 —
vinikjkkj/zapo zapo.to 🧩 Lightweight, high-performance TypeScript library for the WhatsApp Web protocol, built f 273 Claude Code, Codex, OpenCode 2 13,042 tok
avivl/claude-007-agents 🤖 A unified AI agent orchestration system featuring 10's of specialized agents across 14 272 Claude Code 6 6,131 tok
8b-is/smart-tree s.8b.is Smart Tree: not just a tree, a philosophy. A context-aware, AI-crafted replacement for 20+ 272 Claude Code, Codex, OpenCode 2 2,433 tok
prassanna-ravishankar/repowire repowire.io May the agents talk. Connect Claude Code, Opencode, Codex, Pi across projects, across mach 272 Claude Code, Codex, OpenCode 4 2,699 tok
livekit-examples/agent-starter-python docs.livekit.io A complete voice AI starter for LiveKit Agents with Python. 272 Claude Code, Codex, OpenCode 2 1,240 tok
Damonhhh/creator-flow CreatorFlow: a Codex content-creation video workflow covering everything from topic select 272 Claude Code, Codex 2 —
oasm-platform/open-asm oasm.io Open-source Attack Surface Management. Discover assets. Identify exposure. Own your securi 272 Claude Code, Codex, OpenCode 24 6,531 tok
loulanyue/awesome-claude-notes Community-maintained distribution of reusable AI coding agents, commands, skills, hooks, a 271 Claude Code, Codex, OpenCode 2 2,268 tok
sachitrafa/YourMemory yourmemoryai.xyz Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on 271 Claude Code 1 156 tok
charlesdove977/goviralbro 271 Claude Code 7 —
DandanLLab/legadoSkill 271 Claude Code, Codex, GitHub Copilot 3 795 tok
Azure/kimojio-rs A thread-per-core Linux io_uring async runtime for Rust optimized for latency. 271 Claude Code, Codex, GitHub Copilot 2 225 tok
nyatinte/ccexp npmjs.com interactive terminal interface for discovering, previewing, and managing Claude Code confi 270 Claude Code, Codex, OpenCode 5 3,803 tok
AkaraChen/aghub aghub.akr.moe One hub for every AI coding agent. Unified configuration management for 22+ assistants. 270 Claude Code, Codex, OpenCode 27 6,965 tok
isaac-sim/IsaacAutomator Isaac Workstation in the Clouds ☁️ 270 Claude Code, Codex, OpenCode 2 1,037 tok
onesuper/tui-use tui-use lets agents interact with programs that expect a human at the keyboard — REPLs, de 270 Claude Code, Codex, OpenCode 6 218 tok
tonbistudio/llm-wiki Open-source template for building LLM-powered knowledge bases following Karpathy's LLM Wik 270 Claude Code 1 1,434 tok
alexsmedile/hormozi-skills Skill library for building Hormozi-inspired offer systems. Build offers people can’t say n 270 Claude Code 1 831 tok
duckduckgo/apple-browsers duckduckgo.com DuckDuckGo iOS & macOS browsers 270 Claude Code, Codex, OpenCode 12 312 tok
fdhhhdjd/Class-AI-Agent A modular framework for building intelligent AI agents powered by Claude, with rule-based 269 Claude Code 25 —
krzysztofdudek/ResearcherSkill Asks what to optimise and how to measure it, then runs experiments on its own branch. 269 Claude Code 1 1,040 tok
xuiltul/animaworks Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolida 269 Claude Code, Codex 3 —
zapier/sdk docs.zapier.com Agent-readable docs, verified examples, and skill manifest for @zapier/zapier-sdk 269 Claude Code, Codex, OpenCode 2 2,403 tok
hyscaler/HyCanvas hycanvas.com Open-source Canva alternative you can self-host: graphics, slides, video, whiteboards and 269 Claude Code 1 2,849 tok
nirholas/three.ws three.ws Give your AI agent a 3D body: text or a photo to a rigged GLB avatar, an LLM brain, a Sola 269 Claude Code, Codex, OpenCode 60 5,940 tok
AizenvoltPrime/claude-setup 269 Claude Code 7 —
saeloun/miru-web miru.so Miru | Time Tracking and Invoicing and Employee Benefits. Built using Ruby On Rails and Re 268 Claude Code, Codex, OpenCode 4 1,466 tok
NomaDamas/katok Agents also have the right to view and search KakaoTalk—from BM25 to Vector Search 268 Claude Code, Codex, OpenCode 2 835 tok
manalkaff/opendesign claude.ai/design open-sourced! 268 Claude Code, Codex, Gemini CLI, OpenCode 3 788 tok
wmww/tawc Run Linux programs on Android 268 Claude Code, Codex, OpenCode 3 2,375 tok
notdp/kiro-for-cc 267 Claude Code 2 991 tok
bradwmorris/ra-h_os 267 Claude Code, Codex, OpenCode 2 624 tok
przeprogramowani/ai-rules-builder 10xrules.ai Generate "Rules for AI". Quickly ✨ 267 Claude Code, Codex, OpenCode 3 1,055 tok
narnia-sh/layrr layrr.dev A browser coding agent interface for selecting elements and sending instructions directly 267 Claude Code 1 326 tok
danielmiessler/Ladder A system for autonomous creation and optimization. 267 Claude Code 1 424 tok
disler/bowser Agentic browser automation and ui testing system — built with composable skills, subagent, 267 Claude Code 14 —
EvilFreelancer/openapi-to-cli npmjs.com Turns any OpenAPI/Swagger API into an CLI with set of commands. One CLI command per endpoi 267 Claude Code, Codex, OpenCode 2 1,059 tok
maslennikov-ig/claude-code-orchestrator-kit 🎼 Turn Claude Code into a production powerhouse. 33+ AI agents automate bug fixing, secur 267 Claude Code 70 2,279 tok
kytmanov/synto More than just Karpathy’s LLM Wiki, 100% local with Ollama. Drop Markdown notes → AI extra 267 Claude Code 1 1,388 tok
shaharia-lab/slackcli slackcli.dev Slack CLI for humans and AI agents. Read, send, search and reply across one or many Slack 267 Claude Code, Codex, OpenCode 4 3,882 tok