How real projects configure their agents

21,846 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 agents7,412Data and AI4,299Backend and APIs3,694Languages3,682Planning3,492Git and workflow3,285Code review2,942Memory and context2,581Research2,499Writing and docs2,458Testing2,454Frontend2,420DevOps and cloud2,410Security2,106Productivity2,076Project management1,686

All Claude Code31,991 Codex23,077 OpenCode21,846 GitHub Copilot3,491 Gemini CLI1,901 Cursor1,721 Kiro33 Windsurf25

Project Stars Configures Files Always loaded
openai/openai-cookbook cookbook.openai.com Examples and guides for using the OpenAI API 75,775 Codex, OpenCode 2 1,165 tok
apache/superset superset.apache.org Apache Superset is a Data Visualization and Data Exploration Platform 74,661 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 3,630 tok
thedaviddias/Front-End-Checklist frontendchecklist.io 🗂 The essential checklist for modern web development, for humans and AI agents 74,041 Claude Code, Codex, OpenCode 2 4,648 tok
microsoft/ai-agents-for-beginners aka.ms 18 Lessons to Get Started Building AI Agents 74,010 Claude Code, Codex, OpenCode 8 2,488 tok
santifer/career-ops career-ops.org Open-source AI job search: scan job portals, evaluate listings into a structured A-H repor 70,241 Claude Code, Codex, Gemini CLI, OpenCode 7 11,599 tok
code-yeongyu/oh-my-openagent omo.dev OmO: Drop your tokens. Ultrawork. Done. 68,736 Claude Code, Codex, OpenCode 5 16,490 tok
openinterpreter/openinterpreter openinterpreter.com A coding agent for open models like Kimi K3 and GLM 5.3 68,247 Codex, OpenCode 1 5,182 tok
cline/cline cline.bot Autonomous coding agent as an SDK, IDE extension, or CLI assistant. 67,541 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,383 tok
Fission-AI/OpenSpec openspec.dev Spec-driven development (SDD) for AI coding assistants. 67,407 Claude Code, Codex, OpenCode 5
pbakaus/impeccable impeccable.style The design language that makes your AI harness better at design. 65,856 Claude Code, Codex, OpenCode 11 15,846 tok
warpdotdev/warp warp.dev Warp is an agentic development environment, born out of the terminal. 64,823 Claude Code, Codex, OpenCode 24 4,233 tok
mem0ai/mem0 mem0.ai The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Con 64,756 Claude Code, Codex, OpenCode 2 3,113 tok
gsd-build/get-shit-done A light-weight and powerful meta-prompting, context engineering and spec-driven developmen 64,595 Codex, OpenCode 1 739 tok
stablyai/orca onorca.dev Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with you 62,333 Claude Code, Codex, OpenCode 2 2,245 tok
diegosouzapw/OmniRoute omniroute.online Never stop coding. Free MIT AI gateway: one endpoint, 352 providers (150+ free), 1200+ mod 61,672 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 16,112 tok
coollabsio/coolify coolify.io An open-source, self-hostable PaaS alternative to Vercel, Heroku & Netlify that lets you e 61,464 Claude Code, Codex, OpenCode 14 6,480 tok
mvanhorn/last30days-skill AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and th 61,351 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,976 tok
tw93/Pake faberon.io 🤱🏻 Turn any webpage into a desktop app with one command. 61,303 Claude Code, Codex, GitHub Copilot, OpenCode 9 6,801 tok
usestrix/strix strix.ai Open-source AI penetration testing tool to find and fix your app’s vulnerabilities. 60,777 Codex, OpenCode 1 1,847 tok
MemPalace/mempalace mempalaceofficial.com The best-benchmarked open-source AI memory system. And it's free. 58,862 Claude Code, Codex, OpenCode 2 1,687 tok
remotion-dev/remotion remotion.dev 🎥 Make videos programmatically with React 58,425 Claude Code, Codex, GitHub Copilot, OpenCode 60 847 tok
crewAIInc/crewAI crewai.com Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative 58,133 Codex, OpenCode 1 452 tok
BerriAI/litellm docs.litellm.ai The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (o 58,128 Claude Code, Codex, Gemini CLI, OpenCode 3 3,540 tok
appwrite/appwrite appwrite.io Appwrite® - complete cloud infrastructure for your web, mobile and AI apps. Including Auth 57,300 Claude Code, Codex, OpenCode 2 6,615 tok
remix-run/react-router reactrouter.com Declarative routing for React 56,578 Claude Code, Codex, OpenCode 9 2,041 tok
calesthio/OpenMontage openmontage.video World's first open-source, agentic video production system. 12 production pipelines, 100+ 56,290 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 4 359 tok
TryGhost/Ghost ghost.org Independent technology for modern publishing, memberships, subscriptions and newsletters. 55,179 Claude Code, Codex, OpenCode 23 777 tok
aaif-goose/goose goose-docs.ai an open source, extensible AI agent that goes beyond code suggestions - install, execute, 53,947 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,312 tok
bmad-code-org/BMAD-METHOD Breakthrough Method for Agile Ai Driven Development 52,686 Claude Code, Codex, OpenCode 2 231 tok
rohitg00/ai-engineering-from-scratch aiengineeringfromscratch.com Learn it. Build it. Ship it for others. 52,502 Claude Code, Codex, OpenCode 9 3,101 tok
hugohe3/ppt-master hugohe3.github.io AI turns documents or topics into real, native PowerPoint decks—with native shapes, transi 52,260 Claude Code, Codex, OpenCode 2 2,634 tok
CherryHQ/cherry-studio cherryai.com AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified ac 51,494 Claude Code, Codex, OpenCode 2 4,719 tok
ChromeDevTools/chrome-devtools-mcp developer.chrome.com Chrome DevTools for coding agents 51,086 Codex, OpenCode 1 971 tok
router-for-me/CLIProxyAPI Wrap Antigravity, ChatGPT Codex, Claude Code, Grok Build as an OpenAI/Gemini/Claude/Codex 50,608 Claude Code, Codex, OpenCode 2 1,132 tok
tldraw/tldraw tldraw.dev Build infinite canvas apps in React with the tldraw SDK. World's best, top-most agent reco 50,157 Claude Code, Codex, OpenCode 4 2,886 tok
multica-ai/multica multica.ai Make humans and AI agents work as one team — open-source and self-hostable. 49,008 Claude Code, Codex, OpenCode 3 5,047 tok
mudler/LocalAI localai.io LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - 48,887 Claude Code, Codex, OpenCode 2 1,951 tok
moeru-ai/airi airi.moeru.ai 💖🧸 Self hosted, you-owned Grok Companion, a container of souls of waifu, cyber livings t 48,813 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 32 7,075 tok
HKUDS/nanobot nanobot.wiki Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with Web 47,737 Claude Code, Codex, OpenCode 2 1,294 tok
prisma/orm prisma.io Next-generation ORM for Node.js & TypeScript | PostgreSQL, MySQL, MariaDB, SQL Server, SQL 47,606 Claude Code, Codex, OpenCode 6 2,671 tok
coreyhaines31/marketingskills marketing-skills.com Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and grow 47,167 Claude Code, Codex, OpenCode 2 2,520 tok
abhigyanpatwari/GitNexus gitnexus.vercel.app GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowl 47,060 Claude Code, Codex, Cursor, OpenCode, Windsurf 26 6,828 tok
apache/airflow airflow.apache.org Apache Airflow - A platform to programmatically author, schedule, and monitor workflows 46,749 Claude Code, Codex, GitHub Copilot, OpenCode 10 9,975 tok
siyuan-note/siyuan b3log.org An open-source, privacy-first, self-hosted knowledge workspace where humans and AI agents 46,188 Codex, OpenCode 1 4,668 tok
cli/cli GitHub’s official command line tool 46,162 Claude Code, Codex, OpenCode 7 1,870 tok
sickn33/agentic-awesome-skills sickn33.github.io AAS Core is the local, agent-first control plane for complete catalog discovery, agent-own 46,028 Codex, OpenCode 1 1,425 tok
streamlit/streamlit streamlit.io Streamlit — A faster way to build and share data apps. 45,698 Claude Code, Codex, GitHub Copilot, OpenCode 49 26,797 tok
getsentry/sentry sentry.io Developer-first error tracking and performance monitoring 44,733 Claude Code, Codex, OpenCode 33 1,767 tok
payloadcms/payload payloadcms.com Payload is the open-source, fullstack Next.js framework, giving you instant backend superp 44,591 Claude Code, Codex, OpenCode 14 5,194 tok
heygen-com/hyperframes Write HTML. Render video. Built for agents. 44,206 Claude Code, Codex, OpenCode 10 4,159 tok