How real projects configure their agents

31,991 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
laravel/laravel laravel.com Laravel is a web application framework with expressive, elegant syntax. We’ve already laid 84,934 Claude Code, Codex, OpenCode 2 636 tok
lobehub/lobehub lobehub.com 🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hi 82,254 Claude Code, Codex, Gemini CLI, OpenCode 51 2,275 tok
unclecode/crawl4ai crawl4ai.com 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: ht 81,675 Claude Code 1
Egonex-AI/Understand-Anything understand-anything.com Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph 81,621 Claude Code 1 1,645 tok
bytedance/deer-flow deerflow.tech An open-source long-horizon SuperAgent harness that researches, codes, and creates. With t 81,437 Claude Code, Codex, GitHub Copilot, OpenCode 7 5,316 tok
netdata/netdata netdata.cloud The fastest path to AI-powered full stack observability, even for lean teams. 80,438 Claude Code, Codex, Gemini CLI, OpenCode 23 11,013 tok
paperclipai/paperclip paperclip.ing The open-source app everyone uses to manage agents at work 80,074 Claude Code, Codex, OpenCode 24 2,380 tok
rtk-ai/rtk rtk-ai.app CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust 78,974 Claude Code, GitHub Copilot 29 2,681 tok
Panniantong/Agent-Reach Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube 78,275 Claude Code 1 604 tok
dair-ai/Prompt-Engineering-Guide promptingguide.ai 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engine 78,042 Claude Code 1 135 tok
abi/screenshot-to-code screenshottocode.com Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue) 77,935 Claude Code, Codex, OpenCode 2 842 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
colbymchenry/codegraph colbymchenry.github.io Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemi 69,769 Claude Code, Codex 3 10,633 tok
code-yeongyu/oh-my-openagent omo.dev OmO: Drop your tokens. Ultrawork. Done. 68,736 Claude Code, Codex, OpenCode 5 16,490 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
leonardomso/33-js-concepts 33jsconcepts.com 📜 33 JavaScript concepts every developer should know. 66,518 Claude Code 6
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
shanraisshan/claude-code-best-practice linkedin.com from vibe coding to agentic engineering - practice makes claude perfect 65,637 Claude Code 55 1,830 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
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
1c7/chinese-independent-developer A list of projects by independent developers in China — sharing what everyone is working o 61,256 Claude Code, Codex 2
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
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
karpathy/nanochat The best ChatGPT that $100 can buy. 57,808 Claude Code 1
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
jesseduffield/lazydocker The lazier way to manage everything docker 52,746 Claude Code 2
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
anthropics/claude-cookbooks A collection of notebooks/recipes showcasing some fun and effective ways of using Claude. 52,456 Claude Code 2 926 tok
jamiepine/voicebox voicebox.sh The open-source AI voice studio. Clone, dictate, create. 52,384 Claude Code, Codex 4
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
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
Homebrew/brew brew.sh 🍺 The Package Manager for Everywhere 49,415 Claude Code 2
metabase/metabase metabase.com The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets ev 49,101 Claude Code, GitHub Copilot 58 2,833 tok