How real projects configure their agents

43,348 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

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 82 7,048 tok
vinta/awesome-python awesome-python.com The definitive list that answers "I want to do X in Python, which tool should I use?" 318,573 Claude Code, Codex, OpenCode 4 1,105 tok
obra/superpowers An agentic skills framework & software development methodology that works. 282,146 Claude Code, Codex, Gemini CLI, OpenCode 4 1,859 tok
mattpocock/skills aihero.dev Skills for Real Engineers. Straight from my .agents directory. 252,980 Claude Code, Codex, OpenCode 3 941 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 4 5,640 tok
react/react react.dev The library for web and native user interfaces. 249,118 Claude Code 9 87 tok
NousResearch/hermes-agent hermes-agent.nousresearch.com The agent that grows with you 242,093 Codex, OpenCode 2 14,752 tok
deepseek-ai/deepseek-harness deepseek.com DeepSeek Harness: Everything is a Plugin. 213,300 Claude Code, Codex, OpenCode 24 7,469 tok
multica-ai/andrej-karpathy-skills A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's ob 210,431 Claude Code 1 522 tok
anomalyco/opencode opencode.ai The open source coding agent. 204,765 Claude Code, Codex, OpenCode 18 3,786 tok
n8n-io/n8n n8n.io Fair-code workflow automation platform with native AI capabilities. Combine visual buildin 203,495 Claude Code, Codex, OpenCode 40 9,953 tok
ultraworkers/claw-code An agent-managed museum exhibit, built in Rust with Gajae-Code / LazyCodex — developed and 195,176 Claude Code, Codex, OpenCode 4 5,179 tok
microsoft/vscode code.visualstudio.com Visual Studio Code 190,932 Claude Code, Codex, GitHub Copilot, OpenCode 123 34,578 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 15 4,620 tok
avelino/awesome-go awesome-go.com A curated list of awesome Go frameworks, libraries and software 183,282 Codex, GitHub Copilot, Cursor, OpenCode 4 1,254 tok
ollama/ollama ollama.com Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and ot 180,260 Claude Code, Codex, OpenCode 3 203 tok
flutter/flutter flutter.dev Flutter makes it easy and fast to build beautiful apps for mobile and beyond 178,799 Claude Code, Codex 26
firecrawl/firecrawl firecrawl.dev The context API to search, scrape, and interact with the web at scale. 🔥 176,982 Claude Code, Codex, OpenCode 3 1,139 tok
f/prompts.chat prompts.chat f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. F 169,436 Claude Code, Codex, OpenCode 3 5,023 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 6 788 tok
langgenius/dify dify.ai Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collabo 154,555 Claude Code, Codex, OpenCode 14 405 tok
langchain-ai/langchain docs.langchain.com The agent engineering platform. 145,734 Claude Code, Codex, OpenCode 3 13,407 tok
anthropics/claude-code code.claude.com Claude Code is an agentic coding tool that lives in your terminal, understands your codeba 144,193 Claude Code 3
vercel/next.js nextjs.org The React Framework 142,131 Claude Code, Codex, Cursor, OpenCode 38 14,595 tok
ripienaar/free-for-dev free-for.dev A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and inf 136,666 Claude Code, Codex, OpenCode 3 234 tok
Shubhamsaboo/awesome-llm-apps theunwindai.com 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source. 136,277 Claude Code 1
github/spec-kit 💫 Toolkit to help you get started with Spec-Driven Development 133,635 Claude Code, Codex, OpenCode 3 21,312 tok
garrytan/gstack Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, 131,586 Claude Code, Codex, OpenCode 4 27,186 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 3 1,686 tok
nextlevelbuilder/ui-ux-pro-max-skill uupm.cc An AI skill that provides design intelligence for building professional UI/UX across multi 125,324 Claude Code 9 1,386 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
openai/codex Lightweight coding agent that runs in your terminal 121,796 Codex, OpenCode 13 10,364 tok
microsoft/generative-ai-for-beginners 21 Lessons, Get Started Building with Generative AI 119,230 Claude Code, Codex, OpenCode 4 5,700 tok
Graphify-Labs/graphify graphify.com Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowled 115,122 Codex, OpenCode 2 180 tok
browser-use/browser-use browser-use.com 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 112,416 Claude Code, Codex, OpenCode 3 20,729 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 49 4,167 tok
denoland/deno deno.com A modern runtime for JavaScript and TypeScript. 108,382 Claude Code, GitHub Copilot 8 6,070 tok
google-gemini/gemini-cli geminicli.com An open-source AI agent that brings the power of Gemini directly into your terminal. 106,823 Claude Code, Gemini CLI 28 1,140 tok
JuliusBrussee/caveman docs.caveman.so 🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens 103,826 Claude Code, Codex, Gemini CLI, OpenCode 4 9,995 tok
pytorch/pytorch pytorch.org Tensors and Dynamic neural networks in Python with strong GPU acceleration 102,792 Claude Code, Codex, GitHub Copilot, OpenCode 20 4,833 tok
earendil-works/pi AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI 102,175 Codex, OpenCode 2 5,608 tok
angular/angular angular.dev Deliver web apps with confidence 🚀 101,011 Claude Code, Codex, Gemini CLI, OpenCode 13 732 tok
mui/material-ui mui.com Material UI: Comprehensive React component library that implements Google's Material Desig 99,012 Claude Code, Codex, OpenCode 4 4,381 tok
oven-sh/bun bun.com Incredibly fast JavaScript runtime, bundler, test runner, and package manager – all in one 95,891 Claude Code, Codex, OpenCode 20 4,516 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
nexu-io/open-design open-design.ai 🎨 Best DeepSeek Harness Design Plugin. The open-source Claude Design alternative. 🖥️ Loc 94,311 Claude Code, Codex, OpenCode 3 20,567 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
ruvnet/RuView cognitum.one π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign moni 92,565 Claude Code, Codex, OpenCode 12 6,295 tok
addyosmani/agent-skills skills.addy.ie Production-grade engineering skills for AI coding agents. 92,476 Claude Code, Codex, Gemini CLI, OpenCode 5 3,291 tok
Stirling-Tools/Stirling-PDF stirling.com #1 PDF Application on GitHub that lets you edit PDFs on any device anywhere 91,359 Claude Code 2