How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
shep-ai/shep shep.bot Ship features 10x faster. Built In Auto: Memory, K8S Agent & Security (SDD+SDLC) . 😇 277 Claude Code, Codex, OpenCode 34 6,191 tok
shuyu-labs/WebCode wc.tree456.com WebCode is a browser-based AI coding platform that lets you remotely run CLI assistants li 277 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,707 tok
JuliaFEM/JuliaFEM.jl juliafem.github.io The JuliaFEM software library is a framework that allows for the distributed processing of 277 Codex, OpenCode 1 4,258 tok
radix-ng/primitives radix-ng.com Headless, signals-first UI primitives for Angular. Accessible. Customizable. 277 Claude Code, Codex, GitHub Copilot, OpenCode 17 11,190 tok
speakeasy-api/gram speakeasy.com The AI control plane for every agent in your enterprise, built around an enterprise-grade 277 Claude Code, Codex, Gemini CLI, OpenCode 42 3,863 tok
ExpTechTW/DPIP exptech.dev Disaster Prevention Information Platform (防災資訊整合平台) 277 Claude Code, Codex, OpenCode 2 4,348 tok
aws-samples/sample-well-architected-skills-and-steering aws.amazon.com Reusable skills and steering that teach AI coding agents how to apply the AWS Well-Archite 277 Codex, GitHub Copilot, OpenCode 2 2,768 tok
autoclaw-cc/xiaohongshu-mcp-skills xiaohongshu-mcp skills 277 Claude Code 1 445 tok
vercel-labs/agent-eval agent-eval-playground.vercel.app 277 Claude Code 1 456 tok
PatilShreyas/debroid Autonomous, headless Android debugger designed for AI coding agents. Inspect runtime memor 277 Codex, OpenCode 1 606 tok
GTM-Strategist/gtm-strategist-skills gtmstrategist.com Your AI go-to-market co-pilot 277 Claude Code 13 1,068 tok
zampierilucas/kindle-hid-passthrough Userspace Bluetooth HID host for Kindle with UHID passthrough 277 Claude Code 1 697 tok
RealMikeChong/ultra-mcp 100x Your Claude Code, Gemini CLI, Cursor and/or any coding tools with MCP client support 277 Claude Code, Codex, OpenCode 2 5,766 tok
ReviewStage/stage-cli stagereview.app A viewer for reviewing local code changes in small individual chapters. Works with any AI 277 Claude Code, Codex, OpenCode 19 2,668 tok
lsm1103/CC 276 Codex, OpenCode 1 539 tok
oculus-samples/Unity-Phanto Phanto is a showcase of the Meta Quest Mixed Reality APIs. This project demonstrate how to 276 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,044 tok
dfinke/PSAI High-agency PowerShell AI framework for multi-agent orchestration and autonomous systems e 276 Claude Code 1 284 tok
hyperb1iss/unifly hyperb1iss.github.io 🌐 Elegant UniFi network management CLI & TUI - for humans and agents 276 Claude Code, Codex, OpenCode 2 10,431 tok
srothgan/claude-code-rust srothgan.github.io A native Rust terminal frontend for Claude Code 🦀 276 Claude Code, Codex, OpenCode 2 2,691 tok
CorridorTech/PoseCap 276 Claude Code, Codex, OpenCode 34 3,905 tok
gotgenes/pi-packages Monorepo for @gotgenes pi packages 276 Claude Code, Codex, OpenCode 31 2,892 tok
3169657175/gpt-webcodex Enables the ChatGPT web app to operate on desktop files, including reading, creating, and 276 Codex, OpenCode 1 1,363 tok
gupsammy/Claudest A highly opinionated plugin marketplace for augmenting your Claude Code. Battle-tested sk 275 Claude Code 1 1,116 tok
zditor/zditor-docs zditor.com 275 Codex, OpenCode 1 402 tok
Amal-David/keyleak-detector Runtime leak detector for modern web apps - finds exposed API keys, validates BaaS misconf 275 Claude Code, Codex 2 —
getsentry/sentry-for-ai Teach your AI coding assistant how to use Sentry - setup, debugging, alerts, and more 275 Claude Code, Codex, OpenCode 5 2,252 tok
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, Codex 5 1,568 tok
Travisun/Opptrix opptrix.org Opptrix — AI-driven global multi-market investment research workspace | Open-source LLM re 275 Codex, OpenCode 1 5,262 tok
tmdgusya/roach-pi tmdgusya.github.io Strict engineering discipline and multi-agent orchestration for the pi coding agent 274 Codex, OpenCode 1 436 tok
bowenliang123/markdown-exporter marketplace.dify.ai An Agent Skill and Dify plugin to transform Markdown to files of DOCX, PPTX, XLSX, PNG, PD 274 Codex, OpenCode 1 1,274 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
scorbo2/TalkWithMe Configurable AI chat with TTS/STT 274 Codex, OpenCode 1 12,834 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
haolange/InfinityRenderPipeline Graphics Research for Unity Scriptable Render Pipeline. 273 Codex, OpenCode 1 9,682 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 —
qualixar/superlocalmemory superlocalmemory.com Open-source governed, local-first memory control plane for AI agents and teams. arXiv:2608 273 Codex, GitHub Copilot, OpenCode 2 2,203 tok
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
Azure/awesome-azd aka.ms An awesome list that curates content (articles, videos, tutorials and docs) and templates 273 GitHub Copilot 1 3,275 tok
duckduckgo/apple-browsers duckduckgo.com DuckDuckGo iOS & macOS browsers 273 Claude Code, Codex, OpenCode 12 343 tok
xigua-wang/skill-doctor Local-first inspector for coding-agent skills, conflicts, precedence, and risk analysis. 272 Codex, OpenCode 2 580 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