How real projects configure their agents

3,491 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
openclaw/openclaw openclaw.ai The AI that really does things. Any OS. Any Platform. The lobster way. 🦞 388,977 Claude Code, Codex, GitHub Copilot, OpenCode 58 3,844 tok
affaan-m/ECC ecc.tools The agent harness performance optimization system. Skills, instincts, memory, security, an 250,130 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,778 tok
microsoft/vscode code.visualstudio.com Visual Studio Code 190,932 Claude Code, Codex, GitHub Copilot, OpenCode 84 34,527 tok
Significant-Gravitas/AutoGPT agpt.co AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission i 187,164 Claude Code, Codex, GitHub Copilot, OpenCode 14 3,715 tok
avelino/awesome-go awesome-go.com A curated list of awesome Go frameworks, libraries and software 183,282 Codex, GitHub Copilot, Cursor, OpenCode 3 630 tok
huggingface/transformers huggingface.co 🤗 Transformers: the model-definition framework for state-of-the-art machine learning mode 164,849 Claude Code, Codex, GitHub Copilot, OpenCode 4 783 tok
DietrichGebert/ponytail ponytail.dev Makes your AI agent think like the laziest senior dev in the room. The best code is the co 128,198 Codex, GitHub Copilot, OpenCode 2 1,117 tok
electron/electron electronjs.org :electron: Build cross-platform desktop apps with JavaScript, HTML, and CSS 122,901 Claude Code, GitHub Copilot 8 4,327 tok
supabase/supabase supabase.com The Postgres development platform. Supabase gives you a dedicated Postgres database to bui 108,887 Claude Code, Codex, GitHub Copilot, OpenCode 27 2,797 tok
denoland/deno deno.com A modern runtime for JavaScript and TypeScript. 108,382 Claude Code, GitHub Copilot 8 6,070 tok
pytorch/pytorch pytorch.org Tensors and Dynamic neural networks in Python with strong GPU acceleration 102,792 Claude Code, Codex, GitHub Copilot, OpenCode 19 4,829 tok
microsoft/playwright playwright.dev Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Fire 95,689 Claude Code, GitHub Copilot 6 2,023 tok
thedotmack/claude-mem claude-mem.ai Persistent Context Across Sessions for Every Agent – Captures everything your agent does 93,305 Claude Code, GitHub Copilot 4 325 tok
home-assistant/core home-assistant.io :house_with_garden: Open source home automation that puts local control and privacy first. 90,242 Claude Code, Codex, GitHub Copilot, OpenCode 12 4,443 tok
infiniflow/ragflow ragflow.io RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cu 90,107 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,186 tok
Leonxlnx/taste-skill tasteskill.dev Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop 84,658 GitHub Copilot 1 214 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
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
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
headroomlabs-ai/headroom docs.headroomlabs.ai Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer to 69,054 GitHub Copilot 1 138 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
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
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
microsoft/autogen microsoft.github.io A programming framework for agentic AI 60,829 GitHub Copilot 1 2,174 tok
remotion-dev/remotion remotion.dev 🎥 Make videos programmatically with React 58,425 Claude Code, Codex, GitHub Copilot, OpenCode 60 847 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
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
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
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
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
Imbad0202/academic-research-skills buymeacoffee.com Academic Research Skills for Claude Code: research → write → review → revise → finalize 46,441 GitHub Copilot 1 671 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
saadeghi/daisyui daisyui.com 🌼 🌼 🌼 🌼 🌼  The most popular, free and open-source Tailwind CSS component library 42,302 GitHub Copilot 6 2,629 tok
amruthpillai/reactive-resume rxresu.me A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customi 42,221 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,768 tok
AstrBotDevs/AstrBot astrbot.app AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plu 40,049 Codex, GitHub Copilot, OpenCode 2 2,247 tok
rapid7/metasploit-framework metasploit.com Metasploit Framework 38,946 Codex, GitHub Copilot, OpenCode 6 7,425 tok
github/awesome-copilot Community-contributed instructions, agents, skills, and configurations to help you make th 38,675 Codex, GitHub Copilot, OpenCode 2 4,948 tok
ueberdosis/tiptap tiptap.dev The headless rich text editor framework for web artisans. 38,282 Claude Code, Codex, GitHub Copilot, OpenCode 5 4,800 tok
gitroomhq/postiz-app postiz.com 📨 The ultimate agentic social media scheduling tool 🤖 35,488 Claude Code, GitHub Copilot 3 2,298 tok
JCodesMore/ai-website-cloner-template dsc.gg Clone any website with one command using AI coding agents 33,910 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,597 tok
binarywang/WxJava 微信开发 Java SDK ,支持包括微信支付,开放平台,小程序,企业微信,视频号,公众号等的后端开发 33,070 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,461 tok
github/github-mcp-server GitHub's official MCP Server 32,740 Claude Code, GitHub Copilot 2 3,217 tok
mukul975/Anthropic-Cybersecurity-Skills mahipal.engineer 817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, 32,252 Codex, GitHub Copilot, OpenCode 2 5,015 tok
rustfs/rustfs rustfs.com 🚀2.3x faster than MinIO for 4KB object payloads. RustFS is an open-source, S3-compatible 31,763 Claude Code, Codex, GitHub Copilot, OpenCode 17 3,287 tok
tirth8205/code-review-graph code-review-graph.com Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codeb 31,203 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 5,020 tok
agentscope-ai/agentscope docs.agentscope.io Build and run agents you can see, understand and trust. 30,816 GitHub Copilot 1 741 tok
oraios/serena oraios.github.io A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities 28,883 Claude Code, Codex, GitHub Copilot, OpenCode 3 156 tok
yamadashy/repomix repomix.com 📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly 28,214 Claude Code, Codex, GitHub Copilot, OpenCode 5 52 tok
mlflow/mlflow mlflow.org The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables te 27,822 Claude Code, Codex, GitHub Copilot, OpenCode 11 2,333 tok