How real projects configure their agents

43,533 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
microsoft/waza microsoft.github.io CLI / Framework for Agent Skills - create, test, measure and improve skill quality and eff 1,305 Claude Code, Codex, GitHub Copilot, OpenCode 14 3,591 tok
dohooo/helmor helmor.ai Open-source local workbench for multi-agent software development. 1,304 Claude Code, Codex, OpenCode 9 10,385 tok
Vincentqyw/image-matching-webui huggingface.co 🤗 image matching webui 1,303 Claude Code 3 2,033 tok
puppyone-ai/puppyone puppyone.ai Context drive for your AI agents 1,298 Claude Code, Codex, OpenCode 2 5,345 tok
thetahealth/mirobody mirobody.ai The AI-native health data engine — collect, standardize, and reason over labs, wearables & 1,298 Codex, OpenCode 1 1,984 tok
TanStack/cli tanstack.com The official TanStack CLI - Project Scaffolding, MCP Server, Agent Skills Installation, et 1,297 Claude Code, Codex, OpenCode 2 8 tok
contentful/contentful.js contentful.github.io JavaScript library for Contentful's Delivery API (node & browser) 1,296 Codex, OpenCode 1 860 tok
greyhaven-ai/autocontext a recursive self-improving harness designed to help your agents (and future iterations of 1,292 Claude Code, Codex, OpenCode 2 4,707 tok
Xiangyue-Zhang/auto-deep-researcher-24x7 arxiv.org 🔥 An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Z 1,291 Claude Code, Codex, OpenCode 2 5,681 tok
higress-group/himarket HiMarket is an enterprise-level "AI Capability Marketplace and Developer Ecosystem Hub." I 1,291 Codex, OpenCode 1 1,136 tok
coleam00/claude-memory-compiler Give Claude Code a memory that evolves with your codebase. Hooks automatically capture ses 1,289 Claude Code, Codex, OpenCode 5 4,446 tok
piomin/claude-ai-spring-boot Claude Code template for Spring Boot and other staff (included in the tags) 1,289 Claude Code 1 450 tok
paradigmxyz/centaur centaur.run Centaur is frontier, agentic infrastructure that you own. Centaur is like Claude Tag, but 1,289 Claude Code, Codex, OpenCode 12 1,824 tok
Agentshire/Agentshire OpenClaw / QClaw plugin that visualizes AI agents as 3D NPCs in a game town — with social 1,288 Codex, OpenCode 1 5,768 tok
uzairansaruzi/hermex hermexapp.com Native iPhone app for your Hermes agent 1,287 Claude Code, Codex, OpenCode 2 4,738 tok
first-fluke/oh-my-agent firstfluke.com The multi-agent harness that checks the work: verifies agent runs by artifacts (stop-hook 1,286 Claude Code, Codex, OpenCode 2 1,976 tok
HD838A/remote-mic-app sayall.app Wireless Mic (SayAll.app): Turn the Xiaomi Bluetooth Remote 2 Pro into a voice-input devic 1,286 Codex, OpenCode 1 5,336 tok
LiteLLM-Labs/litellm-agent-control-plane docs.litellm-agent-platform.ai 1 place to call all your agents - OpenCode, Hermes, Claude Managed Agents, Cursor Agents A 1,284 Codex, OpenCode 1 339 tok
d-kimuson/claude-code-viewer npmjs.com A full-featured web-based Claude Code client that provides complete interactive functional 1,282 Claude Code, Codex, OpenCode 11 3,171 tok
voidful/hung-yi-lee-skill A skill distilled from Professor Li Hongyi's teachings, combined with Karpathy's LLM, enha 1,278 Codex, OpenCode 1 843 tok
nvk/llm-wiki llm-wiki.net LLM-compiled knowledge bases for any AI agent. Parallel multi-agent research, thesis-drive 1,278 Claude Code, Codex, OpenCode 2 15,764 tok
datalayer/jupyter-mcp-server jupyter-mcp-server.datalayer.tech 🪐 🔧 Model Context Protocol (MCP) Server for Jupyter. 1,277 Claude Code, Codex, GitHub Copilot 2 2,265 tok
agentplugins/agent-plugins-spec agent-plugins.org Agent Plugins Specification v1.0.0 — A minimal standard for packaging agent extensions int 1,277 Codex, OpenCode 1 868 tok
vipshop/cache-dit cache-dit.readthedocs.io A PyTorch-native inference engine with cache, parallelism, quantization and cpu offload fo 1,275 Claude Code 7
remorses/critique critique.work TUI & website for reviewing git changes 1,273 Codex, OpenCode 1 1,974 tok
coollabsio/jean jean.build A dev environment for AI agents. 1,271 Claude Code, Codex, Gemini CLI, OpenCode 10 7,257 tok
JuneYaooo/gpt-image2-ppt-skills slidecraft-template-gallery.vercel.app Clone any .pptx into your own deck — OpenAI gpt-image-2 mimics the layout, you supply the 1,270 Codex, OpenCode 1 1,171 tok
caliber-ai-org/ai-setup trycaliber.ai Continuously sync your AI setups with one command. Codebase tailor suited agent skills, MC 1,267 Claude Code, Codex, OpenCode 10 3,076 tok
microsoft/prompty prompty.ai Prompty makes it easy to create, manage, debug, and evaluate LLM prompts for your AI appli 1,264 GitHub Copilot 1 14,642 tok
Xerxes-2/clewdr High Performance LLM Reverse Proxy 1,262 Codex, OpenCode 1 2,409 tok
memorax-ai/memorax-code code.memorax.net A memory plugin for AI coding that turns engineering experience, repository knowledge, and 1,262 Claude Code, Codex, OpenCode 2 1,217 tok
raspibolt/raspibolt raspibolt.org RaspiBolt v3: Bitcoin & Lightning full node on a Raspberry Pi 1,261 Claude Code 1 2,840 tok
math-inc/OpenGauss 1,261 Codex, OpenCode 1 3,386 tok
MiniMax-AI/OpenRoom openroom.ai A browser-based desktop where AI Agent operates every app through natural language. 1,258 Claude Code 3 1,801 tok
starknet-io/starknet.js starknet-js.com JavaScript library for Starknet 1,255 Codex, OpenCode 1 1,748 tok
scottlerch/HostsFileEditor hostsfileeditor.com Easily edit and manage the hosts file for Windows 1,255 Claude Code 1 4,073 tok
uphiago/recon-skills hiago.sh Recon & pentest skill pack. CORS, XSS, SQLi, SSRF, RCE, WordPress, MCP, cloud, subdomain t 1,254 Codex, OpenCode 1 900 tok
pnoker/iot-dc3 dc3.site IoT DC3 is a multi-protocol, cloud-native, AI-powered, open-source industrial IoT platform 1,253 Claude Code, Codex, OpenCode 2 2,089 tok
phronesis-io/eigenflux eigenflux.ai Official repository for EigenFlux — the open-source communication and broadcast network fo 1,253 Claude Code, Codex, OpenCode 4 1,990 tok
AIPexStudio/AIPex claudechrome.com AIPex: AI browser automation assistant, no migration and privacy first. Alternative to Man 1,250 Claude Code, Codex, OpenCode 2 1,195 tok
microsoft/winappCli winapp, the Windows App Development CLI, is a single command-line interface for managing W 1,250 Claude Code, Codex, OpenCode 3 4,710 tok
conorluddy/ios-simulator-skill conor.fyi An IOS Simulator Skill for ClaudeCode. Use it to optimise Claude's ability to build, run a 1,246 Claude Code 1 2,317 tok
mrwadams/attackgen AttackGen is a cybersecurity incident response testing tool that leverages the power of la 1,242 Claude Code, Codex, OpenCode 2 9,248 tok
ColorlibHQ/email-templates colorlib.com Free HTML email templates for Mailchimp and other emails services 1,239 Claude Code 1 1,729 tok
kbwo/ccmanager Coding Agent Session Manager for Claude Code / Gemini CLI / Codex CLI / Cursor Agent / Cop 1,238 Claude Code, Codex, Kiro, OpenCode 15 5,122 tok
ddalcu/mlx-serve mlxserve.com Native LLM inference server for Apple Silicon. OpenAI + Anthropic API compatible. No Pytho 1,237 Claude Code 3 30,928 tok
vellum-ai/vellum-assistant vellum.ai An AI Assistant that’s easy to setup, does your work 24/7, knows your preferences and gets 1,234 Claude Code, Codex, Cursor, OpenCode 16 9,584 tok
grafbase/grafbase the-guild.dev [Acquired by The Guild] The Grafbase GraphQL Federation Gateway 1,230 Claude Code 2 4 tok
metoro-io/mcp-golang mcpgolang.com Write Model Context Protocol servers in few lines of go code. Docs at https://mcpgolang.co 1,230 Cursor 1 57 tok
Ataraxy-Labs/opensessions ataraxy-labs.com tmux sidebar for coding agents — Amp, Claude Code, Codex, OpenCode. Per-thread markers, lo 1,226 Codex, OpenCode 1 1,801 tok