How real projects configure their agents

32,436 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
Tiberriver256/mcp-server-azure-devops An MCP server for Azure DevOps 399 Claude Code, Codex, GitHub Copilot, OpenCode 19 2,652 tok
atilladeniz/Kubeli kubeli.dev A modern Kubernetes GUI management desktop app for macOS & Windows. Multi-cluster support, 399 Claude Code, Codex, OpenCode 28 2,092 tok
imran31415/kube-coder helm chart for a isolated dev coding environment pod in kubernetes 399 Claude Code 8 —
elliottdehn/open-jobs ~3M live jobs from 36 ATS, enriched with LLM-extracted fields + embeddings, released CC0. 399 Claude Code, Codex, OpenCode 2 5,892 tok
NeoVertex1/nuggets First AI assistant with holographic memory 398 Claude Code 1 382 tok
karmacircleCommunity/KarmaCircle ngoworld.org A platform to connect and support NGOs, charities and you to build a better tomorrow. 398 Claude Code, Codex, OpenCode 5 6,883 tok
coollabsio/openclaw Fully featured & automated OpenClaw docker images 398 Claude Code 1 1,639 tok
ombulabs/claude-code_rails-upgrade-skill fastruby.io 🤖 The one and only Claude Code Skill to Upgrade Rails by FastRuby.io -- Based on 60,000 d 398 Claude Code 1 5,105 tok
LeoKemp223/NextBoard An AI Agent for PCB design solutions for hardware products. The Agent automatically confir 398 Claude Code, Codex, OpenCode 2 885 tok
agent-tower/core The command center for AI agents such as Claude Code, Codex, and Gemini-Cli, making your a 397 Claude Code, Codex, OpenCode 6 1,755 tok
mcneel/RhinoAI mcneel.github.io AI features for Rhino 397 Claude Code, Codex, OpenCode 2 439 tok
mattgodbolt/jsbeeb bbc.xania.org Javascript BBC micro emulator 397 Claude Code, GitHub Copilot 5 4,143 tok
johnlindquist/claude-hooks 397 Claude Code 1 1,258 tok
raulvidis/openclaw-multi-agent-kit Production-tested templates for deploying multi-agent AI teams on OpenClaw with Telegram s 396 Claude Code, Codex, OpenCode 2 479 tok
The-Pocket/PocketFlow-Template-Python Pocket Flow Project Template: Agentic Coding for Python 396 Claude Code, GitHub Copilot, Cursor, Gemini CLI 4 43,527 tok
ergrelet/windiff windiff.vercel.app Tool that allows comparing symbol, type and syscall information of Microsoft Windows binar 396 Claude Code, Codex, OpenCode 2 1,717 tok
cellebrite-labs/ghidra-rpc A Ghidra agentic reverse engineering skill. 396 Claude Code, Codex, OpenCode 2 6,678 tok
OpenCowAI/opencow opencow.ai One task, one agent, delivered. The open-source platform for task-driven autonomous AI age 395 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 2,619 tok
modernweb-dev/rocket rocket.modern-web.dev The modern web setup for static sites with a sprinkle of JavaScript 395 Claude Code, Codex, OpenCode 18 53 tok
DangJin/pdf2video Transform PDF documents into engaging video presentations with smooth animations. 395 Claude Code 1 —
Arenukvern/mcp_flutter docs.page MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - 395 Claude Code, Codex, OpenCode 2 1,356 tok
Cocolalilal/LastChat A Fork of Rikkahub with an overhauled UI and feature additions 395 Claude Code, Codex, OpenCode 5 9,274 tok
lingyuanli/MultiGen manus.llmops.org.cn Multi-agent end-to-end application - General-purpose artificial intelligence agent for mul 394 Claude Code 1 1,388 tok
qaml-ai/camelAI camelAI — an AI coding assistant platform built on Cloudflare Workers and Durable Objects 394 Claude Code, Codex, OpenCode 7 12,856 tok
wot-ui/wot-starter starter.wot-ui.cn 🍀 A uni-app quick-start project deeply integrating the Wot UI component library based on 394 Claude Code, Codex, OpenCode 2 654 tok
brainqub3/RLM Claude code setup as an RLM scaffhold Implemented by Brainqub3 393 Claude Code 4 1,141 tok
moollaza/repo-remover reporemover.xyz A web app that helps you archive and delete old/unused repos, quickly and easily. 393 Claude Code, Codex, OpenCode 2 1,541 tok
djfksjd/ir-search 🇰🇷 Korean government support program comprehensive research agent Skill [supports Claude 393 Claude Code, Codex, OpenCode 3 588 tok
librefang/librefang librefang.ai LibreFang is an open-source agent operating system written in Rust. Live demo: https://fly 393 Claude Code, Codex, OpenCode 5 8,712 tok
OpenSource03/harnss harnss.app Open-source, desktop client/UI build to harness Claude Code, Codex and any other Agent acc 393 Claude Code, Codex, OpenCode 11 16,927 tok
MAA-AI/MaaMCP maa-ai.top An MCP server based on MaaFramework that provides AI assistants with Android device and Wi 393 Claude Code 1 3,310 tok
potatoqualitee/kbupdate 🛡 KB Viewer, Saver, Installer and Uninstaller 393 Claude Code, Codex, GitHub Copilot, OpenCode 10 1,046 tok
longbridge/gpui-fast GPUI extracted from the Zed monorepo as a standalone workspace, with the layout engine rew 393 Claude Code, Codex, OpenCode 3 1,128 tok
pegasi-ai/reins reins.sh Stop AI agents from doing things you didn't ask for. 392 Claude Code 3 —
philippb/claude-homeassistant Allows to program your home automations in plain english via Claude Code on your computer. 392 Claude Code 1 2,085 tok
backnotprop/prompt-tower prompttower.com Context management for long-context LLMs, agents, and vibe coding. Instantly build context 392 Claude Code 1 429 tok
disler/agent-sandbox-skill An agent skill for managing isolated execution environments 392 Claude Code, Codex, Gemini CLI, OpenCode 3 230 tok
fzy2012/rhzl-Agentic-Design-Patterns-cn adpc.ruhang365.cn Agent design patterns 392 Claude Code, Codex, Cursor, OpenCode 3 4,386 tok
danjdewhurst/story-skills npmjs.com Agent Skills for end-to-end story writing in markdown, packaged as Codex and Claude Code p 392 Claude Code, Codex, OpenCode 2 3,824 tok
cloudwego/abcoder deep, reliable and confidential coding-context 391 Claude Code 1 —
labsai/EDDI eddi.technology Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestr 390 Claude Code, Codex, OpenCode 3 14,788 tok
specpulse/specpulse specpulse.xyz Specification-Driven Development (SDD) Framework 389 Claude Code 1 770 tok
BlockRunAI/blockrun-mcp npmjs.com Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x 389 Claude Code, Codex, OpenCode 2 564 tok
abap2UI5/abap2UI5 abap2ui5.org Build UI5 Apps Purely in ABAP 389 Claude Code, Codex, OpenCode 7 8,134 tok
ryanthedev/code-foundations Code Foundations: software engineering skills for AI 389 Claude Code 1 3,162 tok
therealarthur/myrlin-workbook therealarthur.github.io Open-source workspace manager for AI coding CLIs: Claude Code and ChatGPT Codex in one bro 388 Claude Code 1 1,757 tok
cvs-health/ios-swiftui-accessibility-techniques Demonstrates iOS SwiftUI Accessibility programming techniques using live good and bad exam 388 Claude Code 4 455 tok
design-sparx/mantine-analytics-dashboard mantine-analytics-dashboard.netlify.app A free, open source, Next 16, React 18 admin dashboard template created using Mantine 8 387 Claude Code, Codex, OpenCode 2 2,085 tok
ruvnet/ruv-FANN A blazing-fast, memory-safe neural network library for Rust that brings the power of FANN 387 Claude Code 11 1,629 tok
PowerBeef/Vocello vocello.vercel.app Vocello: a private voice studio for Apple Silicon. Write a script, pick or describe a voic 387 Claude Code, Codex 17 4,192 tok