How real projects configure their agents

21,984 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 agents7,473Claude Code6,589Data and AI3,693Backend and APIs3,491Languages3,403Planning3,201Git and workflow3,131Code review2,731Memory and context2,354Testing2,335DevOps and cloud2,298Research2,288Writing and docs2,284Frontend2,242Security1,995Productivity1,703

All Claude Code32,066 Codex23,211 OpenCode21,984 GitHub Copilot3,528 Gemini CLI1,908 Cursor1,730 Windsurf104 Kiro70

Project Stars Configures Files Always loaded
Dimillian/CodexSkillManager macOS app to manage your Codex skills 1,372 Codex, OpenCode 1 880 tok
kodustech/kodus-ai kodus.io AI Code Review with Full Control Over Model Choice and Costs. 1,368 Claude Code, Codex, OpenCode 5 1,064 tok
apache/struts struts.apache.org Apache Struts is a free, open-source, MVC framework for creating elegant, modern Java web 1,366 Claude Code, Codex, OpenCode 10 1,836 tok
OpenRaiser/NanoResearch 🦞+🔬 NanoResearch: The Autonomous AI Research Assistant 1,365 Claude Code, Codex, OpenCode 2 1,586 tok
raroque/boop-agent iMessage personal agent: choose Claude Agent SDK (Claude Code) or Codex app-server runtime 1,357 Claude Code, Codex, OpenCode 10 589 tok
mbailey/voicemode voicemode.dev Natural voice conversations with Claude Code 1,357 Claude Code, Codex, OpenCode 16 2,170 tok
agentconnect-md/agentconnect agentconnect.md The open-source, multi-agent alternative to Claude Tag. @ any agent, wherever work happen 1,353 Claude Code, Codex, OpenCode 4 4,216 tok
mohitagw15856/pm-claude-skills mohitagw15856.github.io 1098 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — from PRDs and 1,352 Claude Code, Codex, OpenCode 1 563 tok
poco-ai/poco-claw poco-docs.vercel.app A more beautiful and easier-to-use alternative to OpenClaw. It features a nicer Web UI, bu 1,352 Claude Code, Codex, OpenCode 2 2,869 tok
getsentry/sentry-java docs.sentry.io A Sentry SDK for Java, Android and other JVM languages. 1,351 Claude Code, Codex, OpenCode 6 2,638 tok
MaJerle/c-code-style majerle.eu Recommended C code style and coding rules for standard C99 or later. Comes with AI agent s 1,348 Codex, OpenCode 1 879 tok
eatmoreduck/boss-zhipin-scraper blog.xiaohuangyu.space Boss Zhipin scraper / job data extraction tool that reuses real login sessions via the Chr 1,346 Codex, OpenCode 1 1,987 tok
Lapis0x0/obsidian-yolo Agent-native AI assistant — chat, write, learning, all in one. 1,341 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,318 tok
ziguishian/xhs-visual-director-skill An Agent Skill for planning Xiaohongshu image-and-text posts. It is not an ordinary copywr 1,340 Codex, OpenCode 1 833 tok
nrslib/takt TAKT Agent Koordination Topology - Define how AI agents coordinate, where humans intervene 1,336 Claude Code, Codex, OpenCode 2 4,489 tok
superdesigndev/treg treg.to OpenRouter for agent tools. Join community here: https://discord.gg/6mQYYfFMAn 1,336 Claude Code, Codex, OpenCode 12 2,305 tok
LargeModGames/spotatui spotatui.com A fast, standalone terminal music player in Rust: native Spotify streaming plus local, Sub 1,331 Claude Code, Codex, GitHub Copilot, OpenCode 3 27,848 tok
cosmtrek/mindwalk A visualization tool that replays coding-agent sessions on a 3D map of your codebase. 1,330 Claude Code, Codex, OpenCode 3 881 tok
wprig/wprig wprig.io A modern performance-focused theme development toolkit for WordPress. 1,329 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,881 tok
Team-Commonly/commonly commonly.me Open-source room for humans + cross-vendor AI agents. Every agent gets its own name, memor 1,329 Claude Code, Codex, OpenCode 2 16,289 tok
basementstudio/xmcp xmcp.dev The TypeScript MCP framework 1,327 Claude Code, Codex, OpenCode 3 628 tok
nkzw-tech/codiff codiff.dev a fast local diff viewer 1,326 Codex, OpenCode 1 513 tok
study8677/repobrain deepwiki.com 🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: w 1,325 Claude Code, Codex, GitHub Copilot, OpenCode 5 385 tok
lycorp-jp/sim-use Give your AI agent eyes and hands on iOS Simulator and Android emulator/devices. 1,325 Claude Code, Codex, OpenCode 5 2,309 tok
neurogen-dev/NeuroAPI neuroapi.host NeuroAPI: a Russian AI API for Codex CLI and Claude Code — secure one-click installers for 1,320 Codex, OpenCode 1 148 tok
shift-labs-ai/markit 🖍️ Convert anything to markdown. Mark it. 1,320 Codex, OpenCode 1 594 tok
Intuition-Lab/personal-model intuition-lab.github.io Build your HUMAN.md. 1,320 Claude Code, Codex, OpenCode 2 1,391 tok
hanxi/cups-web Turn a home USB printer into an always-accessible network printing service 1,319 Claude Code, Codex, OpenCode 2 10,386 tok
storybookjs/react-native storybook.js.org 📓 Storybook for React Native! 1,318 Claude Code, Codex, OpenCode 3 787 tok
perminder-klair/subwave getsubwave.com Personal internet radio: Agentic AI DJ 1,318 Claude Code, Codex, OpenCode 16 12,103 tok
nateherkai/AIS-OS AI Operating System starter kit for Claude Code and Codex. Five skills: /onboard, /audit, 1,313 Claude Code, Codex, OpenCode 2 1,546 tok
sceneview/sceneview sceneview.github.io AI-first 3D & AR SDK for Android (Jetpack Compose + Filament), Apple (SwiftUI + RealityKit 1,311 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 5,563 tok
stenolabs/stenoai stenoai.co StenoAI is the secure privacy-first AI notepad & notetaker for confidential conversations 1,310 Claude Code, Codex, OpenCode 2 9,128 tok
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
najmuzzaman-mohammad/gawkbot gawk.bot open source grok bot. gawk bots automate your menial work via AI models and build you micr 1,304 Claude Code, Codex, OpenCode 2 14 tok
puppyone-ai/puppyone puppyone.ai Context drive for your AI agents 1,300 Claude Code, Codex, OpenCode 2 5,345 tok
tjboudreaux/cc-thinking-skills 28 eval-informed mental models and critical-thinking skills for Claude Code, GitHub Copilo 1,300 Claude Code, Codex, OpenCode 2 1,187 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
thetahealth/mirobody mirobody.ai The AI-native health data engine — collect, standardize, and reason over labs, wearables & 1,296 Codex, OpenCode 1 1,956 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
feigeCode/navop navop.dev A native, all-in-one workspace for databases, SSH, SFTP, terminals, remote desktop, monito 1,290 Claude Code, Codex, OpenCode 10 22,262 tok
higress-group/himarket HiMarket is an enterprise-level "AI Capability Marketplace and Developer Ecosystem Hub." I 1,289 Codex, OpenCode 1 1,136 tok
coleam00/claude-memory-compiler Give Claude Code a memory that evolves with your codebase. Hooks automatically capture ses 1,288 Claude Code, Codex, OpenCode 5 4,446 tok
Agentshire/Agentshire OpenClaw / QClaw plugin that visualizes AI agents as 3D NPCs in a game town — with social 1,287 Codex, OpenCode 1 5,768 tok
paradigmxyz/centaur centaur.run Centaur is frontier, agentic infrastructure that you own. Centaur is like Claude Tag, but 1,286 Claude Code, Codex, OpenCode 12 1,824 tok
first-fluke/oh-my-agent firstfluke.com The multi-agent harness that checks the work: verifies agent runs by artifacts (stop-hook 1,283 Claude Code, Codex, OpenCode 2 1,976 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 1,283 Codex, OpenCode 1 339 tok