How real projects configure their agents

23,112 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 agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269Frontend2,250Security1,980Productivity1,695

All Claude Code32,004 Codex23,112 OpenCode21,881 GitHub Copilot3,501 Gemini CLI1,902 Cursor1,724 Windsurf62 Kiro40

Project Stars Configures Files Always loaded
abi/screenshot-to-code screenshottocode.com Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue) 78,082 Claude Code, Codex, OpenCode 2 842 tok
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
microsoft/ai-agents-for-beginners aka.ms 18 Lessons to Get Started Building AI Agents 74,092 Claude Code, Codex, OpenCode 8 2,488 tok
thedaviddias/Front-End-Checklist frontendchecklist.io 🗂 The essential checklist for modern web development, for humans and AI agents 74,052 Claude Code, Codex, OpenCode 2 4,648 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 69,881 Claude Code, Codex 3 10,633 tok
code-yeongyu/oh-my-openagent omo.dev OmO: Drop your tokens. Ultrawork. Done. 68,774 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 68,260 Codex, OpenCode 1 5,182 tok
cline/cline cline.bot Autonomous coding agent as an SDK, IDE extension, or CLI assistant. 67,592 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,383 tok
Fission-AI/OpenSpec openspec.dev Spec-driven development (SDD) for AI coding assistants. 67,481 Claude Code, Codex, OpenCode 5
pbakaus/impeccable impeccable.style The design language that makes your AI harness better at design. 66,058 Claude Code, Codex, OpenCode 11 15,853 tok
warpdotdev/warp warp.dev Warp is an agentic development environment, born out of the terminal. 64,845 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 64,809 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 62,966 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 62,135 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 61,500 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 61,473 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,976 tok
tw93/Pake 🤱🏻 Turn any webpage into a desktop app with one command. 61,322 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 61,277 Claude Code, Codex 2
usestrix/strix strix.ai Open-source AI penetration testing tool to find and fix your app’s vulnerabilities. 60,988 Codex, OpenCode 1 1,847 tok
MemPalace/mempalace mempalaceofficial.com The best-benchmarked open-source AI memory system. And it's free. 58,891 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 58,180 Claude Code, Codex, Gemini CLI, OpenCode 3 3,540 tok
crewAIInc/crewAI crewai.com Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative 58,177 Codex, OpenCode 1 452 tok
appwrite/appwrite appwrite.io Appwrite® - complete cloud infrastructure for your web, mobile and AI apps. Including Auth 57,303 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+ 56,447 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 4 359 tok
TryGhost/Ghost ghost.org Independent technology for modern publishing, memberships, subscriptions and newsletters. 55,195 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, 53,979 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,312 tok
bmad-code-org/BMAD-METHOD Breakthrough Method for Agile Ai Driven Development 52,732 Claude Code, Codex, OpenCode 2 357 tok
rohitg00/ai-engineering-from-scratch aiengineeringfromscratch.com Learn it. Build it. Ship it for others. 52,653 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 52,568 Claude Code, Codex, OpenCode 2 2,634 tok
jamiepine/voicebox voicebox.sh The open-source AI voice studio. Clone, dictate, create. 52,448 Claude Code, Codex 4
CherryHQ/cherry-studio cherryai.com AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified ac 51,533 Claude Code, Codex, OpenCode 2 4,719 tok
ChromeDevTools/chrome-devtools-mcp developer.chrome.com Chrome DevTools for coding agents 51,210 Codex, OpenCode 1 971 tok
router-for-me/CLIProxyAPI Wrap Antigravity, ChatGPT Codex, Claude Code, Grok Build as an OpenAI/Gemini/Claude/Codex 50,754 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. 49,082 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 - 48,945 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 48,866 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 47,813 Claude Code, Codex, OpenCode 2 1,294 tok
coreyhaines31/marketingskills marketing-skills.com Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and grow 47,662 Claude Code, Codex, OpenCode 2 2,520 tok
prisma/orm prisma.io Next-generation ORM for Node.js & TypeScript | PostgreSQL, MySQL, MariaDB, SQL Server, SQL 47,608 Claude Code, Codex, OpenCode 6 2,671 tok
abhigyanpatwari/GitNexus gitnexus.vercel.app GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowl 47,092 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 46,760 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 46,208 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 46,082 Codex, OpenCode 1 1,425 tok