How real projects configure their agents

44,817 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
bilawalsidhu/gods-eye-view godseyeview.ai A spy satellite simulator in your browser, except the data is real. Live open source spati 63,024 Claude Code, Codex 1 —
tw93/Pake pake.run Turn any website into a lightweight desktop app with one command, on macOS, Windows and Li 62,837 Claude Code, Codex, GitHub Copilot, OpenCode 5 10,373 tok
BerriAI/litellm docs.litellm.ai The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (o 62,790 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 4,445 tok
1c7/chinese-independent-developer A list of projects by independent developers in China — sharing what everyone is working o 62,007 Claude Code, Codex 2 —
microsoft/autogen microsoft.github.io A programming framework for agentic AI 61,719 GitHub Copilot 1 2,174 tok
crewAIInc/crewAI crewai.com Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative 60,549 Codex, OpenCode 1 452 tok
MemPalace/mempalace mempalaceofficial.com The best-benchmarked open-source AI memory system. And it's free. 60,413 Claude Code, Codex, OpenCode 2 1,943 tok
karpathy/nanochat The best ChatGPT that $100 can buy. 60,315 Claude Code 1 —
ayghri/i-have-adhd A skill to stop your coding agent from burying the answer. ADHD-friendly output. 60,224 Codex, Gemini CLI, OpenCode 2 1,280 tok
jamiepine/voicebox voicebox.sh The open-source AI voice studio. Clone, dictate, create. 59,479 Claude Code, Codex 4 —
vectorize-io/hindsight hindsight.vectorize.io Hindsight: Agent Memory That Learns 59,132 Claude Code, Codex, OpenCode 7 6,322 tok
coreyhaines31/marketingskills marketing-skills.com Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and grow 58,740 Claude Code, Codex, OpenCode 2 2,852 tok
appwrite/appwrite appwrite.io The open-source cloud for agents & devs. Including Auth, Databases, Storage, Functions, Me 57,870 Claude Code, Codex, OpenCode 2 7,443 tok
router-for-me/CLIProxyAPI Wrap Antigravity, ChatGPT Codex, Claude Code, Grok Build, Muse Code, Devin as an OpenAI/Ge 57,725 Claude Code, Codex, OpenCode 2 1,492 tok
remix-run/react-router reactrouter.com Declarative routing for React 56,631 Claude Code, Codex, OpenCode 11 2,041 tok
aaif-goose/goose goose-docs.ai an open source, extensible AI agent that goes beyond code suggestions - install, execute, 56,269 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,481 tok
K-Dense-AI/scientific-agent-skills arxiv.org Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 2 56,220 Codex, OpenCode 1 4,440 tok
TryGhost/Ghost ghost.org Independent technology for modern publishing, memberships, subscriptions and newsletters. 55,689 Claude Code, Codex, OpenCode 19 999 tok
Imbad0202/academic-research-skills buymeacoffee.com Academic Research Skills for Claude Code: research → write → review → revise → finalize 55,508 GitHub Copilot 1 671 tok
HKUDS/DeepTutor arxiv.org DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/. 55,464 Codex, OpenCode 1 2,190 tok
bmad-code-org/BMAD-METHOD Breakthrough Method for Agile Ai Driven Development 55,057 Codex, OpenCode 1 483 tok
multica-ai/multica multica.ai Make humans and AI agents work as one team — open-source and self-hostable. 55,045 Claude Code, Codex, OpenCode 4 2,858 tok
ChromeDevTools/chrome-devtools-mcp developer.chrome.com Chrome DevTools for coding agents 54,853 Codex, OpenCode 1 3,001 tok
anthropics/claude-cookbooks A collection of notebooks/recipes showcasing some fun and effective ways of using Claude. 54,260 Claude Code 2 985 tok
CherryHQ/cherry-studio cherryai.com Your AI workspace for models, agents, and productivity. 53,293 Claude Code, Codex, OpenCode 2 5,175 tok
jesseduffield/lazydocker The lazier way to manage everything docker 53,232 Claude Code 2 —
tldraw/tldraw tldraw.dev Build infinite canvas apps in React with the tldraw SDK. World's best, top-most agent reco 51,287 Claude Code, Codex, OpenCode 5 3,181 tok
KeygraphHQ/shannon keygraph.io Shannon is an AI pentester for web applications and APIs. It analyzes your source code, id 51,282 Claude Code 4 8,788 tok
moeru-ai/airi airi.moeru.ai 💖🧸 Self hosted, you-owned Grok Companion, a container of souls of waifu, cyber livings t 51,139 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 37 4,154 tok
mudler/LocalAI localai.io LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - 50,218 Claude Code, Codex, OpenCode 2 2,245 tok
metabase/metabase metabase.com The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets ev 50,190 Claude Code, Codex, GitHub Copilot, OpenCode 63 2,752 tok
Homebrew/brew brew.sh 🍺 The Package Manager for Everywhere 50,171 Claude Code 2 —
HKUDS/nanobot nanobot.wiki Your lightweight open-source personal agent. 49,866 Codex, OpenCode 1 440 tok
alibaba/open-code-review open-codereview.ai Secure, fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review 49,506 Claude Code, Codex, OpenCode 2 1,392 tok
sickn33/agentic-awesome-skills aaskills.tech 2,926+ reusable AI agent skills for Claude Code, Codex, Cursor and Gemini CLI. AAS Core ad 49,226 Codex, OpenCode 1 2,510 tok
pingdotgg/t3code t3.codes 48,373 Claude Code, Codex, OpenCode 5 5,704 tok
herdrdev/herdr herdr.dev the runtime your coding agents live on 48,320 Claude Code, Codex, OpenCode 4 6,363 tok
abhigyanpatwari/GitNexus gitnexus.vercel.app GitNexus: The Zero-Server Code Intelligence Engine 48,292 Claude Code, Codex, Cursor, OpenCode, Windsurf 26 7,688 tok
prisma/orm prisma.io The Prisma ORM: write your application in TypeScript with human-readable queries instead o 47,659 Claude Code, Codex, OpenCode 6 2,805 tok
apache/airflow airflow.apache.org Apache Airflow - A platform to programmatically author, schedule, and monitor workflows 47,377 Claude Code, Codex, GitHub Copilot, OpenCode 11 6,957 tok
siyuan-note/siyuan b3log.org An open-source, privacy-first, self-hosted knowledge workspace where humans and AI agents 47,093 Codex, OpenCode 1 10,916 tok
cli/cli GitHub’s official command line tool 46,892 Claude Code, Codex, OpenCode 14 1,261 tok
luongnv89/claude-howto luongnv.com A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, wi 46,615 Claude Code 1 1,095 tok
danny-avila/LibreChat librechat.ai Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Re 46,588 Claude Code, Codex, OpenCode 2 6,783 tok
omacom/omarchy omarchy.org Beautiful, Modern & Opinionated Linux 46,359 Claude Code, Codex, OpenCode 2 3,926 tok
streamlit/streamlit streamlit.io Streamlit — A faster way to build and share data apps. 46,262 Claude Code, Codex, OpenCode 36 2,581 tok
AstrBotDevs/AstrBot astrbot.app AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plu 46,150 Codex, GitHub Copilot, OpenCode 2 2,340 tok
vercel-labs/agent-browser agent-browser.dev Browser automation CLI for AI agents 45,905 Claude Code, Codex, OpenCode 2 2,399 tok
getsentry/sentry sentry.io Developer-first error tracking and performance monitoring 45,719 Claude Code, Codex, OpenCode 35 1,655 tok
payloadcms/payload payloadcms.com Payload is the open-source, fullstack Next.js framework, giving you instant backend superp 45,683 Claude Code, Codex, OpenCode 14 5,689 tok