How real projects configure their agents

23,184 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 agents7,450Claude Code6,586Data and AI3,698Backend and APIs3,488Languages3,402Planning3,191Git and workflow3,129Code review2,728Memory and context2,353Testing2,330DevOps and cloud2,293Research2,288Writing and docs2,283Frontend2,242Security1,990Productivity1,704

All Claude Code32,053 Codex23,184 OpenCode21,956 GitHub Copilot3,523 Gemini CLI1,906 Cursor1,729 Windsurf98 Kiro64

Project Stars Configures Files Always loaded
QuipNetwork/xquad A rust implementation of the Quip Network's quantum virtual machine. 5,587 Codex, OpenCode 1 5,246 tok
agentscope-ai/AgentTeams aliyun.com An open-source Collaborative Multi-Agent OS for transparent, human-in-the-loop task coordi 5,584 Codex, OpenCode 1 4,426 tok
zenml-io/zenml zenml.io ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io. 5,580 Claude Code, Codex, OpenCode 10 6,271 tok
nextcloud/android 📱 Nextcloud Android app 5,571 Claude Code, Codex, OpenCode 3 3,029 tok
chrisleekr/binance-trading-bot chrisleekr.github.io Automated Binance trading bot with pluggable strategies, historical backtesting, and a liv 5,557 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 4,353 tok
iflytek/astron-rpa iflyrpa.com Agent-ready RPA suite with out-of-the-box automation tools. Built for individuals and ente 5,534 Codex, OpenCode 1 1,305 tok
cloudflare/agents developers.cloudflare.com Build and deploy AI Agents on Cloudflare 5,533 Codex, OpenCode 1 2,131 tok
HKUDS/ClawTeam "ClawTeam: Agent Swarm Intelligence" (One Command → Full Automation) 5,530 Claude Code, Codex 2
GargantuaX/gemini-watermark-remover pilio.ai A high-performance, 100% client-side tool for removing Gemini AI image & video watermarks. 5,506 Codex, OpenCode 1 6,660 tok
QuipNetwork/quip-node-manager A simple GUI client to manage a Quip Network node 5,492 Codex, OpenCode 1 6,960 tok
yournextstore/yournextstore demo.yournextstore.com AI-Native Open-Source Next.js commerce. Powered by Stripe. Ultra fast with typesafe Commer 5,488 Claude Code, Codex, OpenCode 11 4,055 tok
remsky/Kokoro-FastAPI Dockerized OpenAI-compatible wrapper for Kokoro-82M text-to-speech w/multiplatform CPU, AM 5,422 Claude Code, Codex, OpenCode 6 899 tok
dotnet/skills Repository for skills to assist AI coding agents with .NET and C# 5,388 Codex, OpenCode 1 441 tok
junhoyeo/tokscale tokscale.ai 🛰️ Track token usage across AI coding agents from your terminal. 🏅 Global leaderboard wi 5,369 Codex, OpenCode 1 3,777 tok
vercel-labs/zerolang zerolang.ai The Programming Language for Agents 5,360 Codex, OpenCode 1 1,256 tok
digitallyinduced/ihp ihp.digitallyinduced.com 🔥 The fastest way to build type safe web apps. IHP is a new batteries-included web framew 5,352 Claude Code, Codex, OpenCode 2 3,456 tok
cloudflare/vibesdk build.cloudflare.dev An open-source vibe coding platform that helps you build your own vibe-coding platform, bu 5,352 Claude Code, Codex, OpenCode 2 3,048 tok
truefoundry/trueforge trueforge.dev The open-source agent harness - the runtime layer that turns an LLM into a working agent. 5,327 Claude Code, Codex, OpenCode 2 1,334 tok
metalbear-co/mirrord metalbear.com Run any process, on your machine or in an AI agent's environment, as if it were a pod in y 5,324 Claude Code, Codex, OpenCode 2 883 tok
maziyarpanahi/openmed openmed.life Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-de 5,282 Codex, OpenCode 1 1,743 tok
gz-yami/mall4j mall4j.com ⭐️⭐️⭐️ E-commerce mall, mini-program e-commerce system, PC mall, H5 mall, APP mall, Java m 5,241 Claude Code, Codex 1
shareAI-lab/Kode-CLI Kode CLI — Design for post-human workflows. One unit agent for every human & computer task 5,215 Codex, OpenCode 1 719 tok
cloudflare/cloudflare-docs developers.cloudflare.com Cloudflare’s documentation 5,203 Claude Code, Codex, Gemini CLI, OpenCode 6 3,585 tok
looplj/axonhub axonhub.onrender.com ⚡️ Open-source AI Gateway — Use any SDK to call 100+ LLMs. Built-in failover, load balanci 5,186 Claude Code, Codex, OpenCode 2 1,224 tok
WUBING2023/PaperSpine PaperSpine is a motivation-driven skill for learning from strong academic papers, building 5,180 Claude Code, Codex 1 944 tok
kunchenguid/firstmate Talk to one agent. Ship with a crew. 5,166 Claude Code, Codex, OpenCode 26 15,899 tok
tech-leads-club/agent-skills agent-skills.techleads.club The secure, validated skill registry for professional AI coding agents. Extend Antigravity 5,156 Claude Code, Codex, OpenCode 2 1,573 tok
openclaw/Peekaboo peekaboo.boo Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshot 5,138 Claude Code, Codex, OpenCode 4 1,073 tok
github/gh-aw gh.io GitHub Agentic Workflows 5,118 Codex, OpenCode 1 1,954 tok
liam-hq/liam liambx.com Automatically generates beautiful and easy-to-read ER diagrams from your database. 5,105 Claude Code, Codex, OpenCode 33 1,602 tok
modelcontextprotocol/go-sdk modelcontextprotocol.io The official Go SDK for Model Context Protocol servers and clients. Maintained in collabor 5,082 Codex, OpenCode 1 563 tok
entireio/cli entire.io 📜 Entire CLI hooks into your Git workflow to capture AI agent sessions as you work. Sessi 5,079 Claude Code, Codex, GitHub Copilot, OpenCode 22 29,246 tok
iflytek/skillhub skill.xfyun.cn Self-hosted, open-source agent skill registry for enterprises. Publish & version skill pac 5,070 Codex, OpenCode 1 6,853 tok
jitsucom/jitsu jitsu.com Jitsu is an open-source Segment alternative. Fully-scriptable data ingestion engine for mo 5,066 Claude Code, Codex, OpenCode 2 1,599 tok
Marker-Inc-Korea/AutoRAG marker-inc-korea.github.io AutoRAG: Now your agent can find anything in your computer. It gets smarter if you are usi 5,063 Claude Code, Codex, GitHub Copilot, OpenCode 3 8,161 tok
harbor-framework/harbor harborframework.com Framework for evaluating and improving agents 5,060 Claude Code, Codex, OpenCode 2 4,100 tok
Kiln-AI/Kiln kiln.tech Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthe 5,053 Claude Code, Codex, OpenCode 10 1,070 tok
pollinations/pollinations pollinations.ai Your Friendly Open-Source Gen-AI Platform 5,043 Claude Code, Codex, OpenCode 28 4,377 tok
clidey/whodb whodb.com Where data access meets operational intelligence 5,022 Claude Code, Codex, OpenCode 6 3,204 tok
Expensify/App new.expensify.com Welcome to New Expensify: a complete re-imagination of financial collaboration, centered a 5,022 Claude Code, Codex, OpenCode 18 1,391 tok
SaladDay/cc-switch-cli ⭐️ A cross-platform CLI All-in-One assistant tool for Claude Code, Codex & Gemini CLI. 5,013 Claude Code, Codex, OpenCode 2 5,070 tok
vercel/eve eve.dev The Open Framework for Building Agents 5,012 Claude Code, Codex, OpenCode 4 3,123 tok
tiann/hapi hapi.run App for Codex / Claude Code / Pi / OpenCode / Kimi Code / Grok Build, vibe coding anytime, 5,011 Codex, GitHub Copilot, OpenCode 4 2,617 tok
icip-cas/PPTAgent arxiv.org An Agentic Framework for Reflective PowerPoint Generation 5,010 Claude Code, Codex, OpenCode 2 1,432 tok
yuin/goldmark :trophy: A markdown parser written in Go. Easy to extend, standard(CommonMark) compliant, 5,006 Claude Code, Codex, OpenCode 2 497 tok
openclaw/mcporter mcporter.sh Call MCPs via TypeScript, masquerading as simple TypeScript API. Or package them as cli. 5,002 Codex, OpenCode 1 176 tok
pomerium/pomerium pomerium.com Pomerium is an identity and context-aware access proxy. 4,997 Codex, OpenCode 1 117 tok
tfutils/tfenv Terraform version manager 4,968 Claude Code, Codex, GitHub Copilot, OpenCode 14 4,189 tok
mock-server/mockserver-monorepo mock-server.com MockServer is an HTTP(S) mock server and proxy for testing that lets you mock APIs, inspec 4,968 Claude Code, Codex, OpenCode 61 7,403 tok
campfirein/byterover-cli docs.byterover.dev ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Ci 4,956 Claude Code, Codex, GitHub Copilot, OpenCode 4 12,162 tok