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
jfarcand/mirroir-mcp mirroir.dev Drive a real, stock iPhone (and any macOS app) from any MCP client via iPhone Mirroring — 283 Claude Code, Codex, OpenCode 10 8,288 tok
Qiuner/ai-application-roadmap A bilingual map of AI engineering evolution, real-world AI usage patterns, and vibe coding 282 Claude Code, Codex, OpenCode 2 847 tok
claudekit/frontend-design-pro-demo claudekit.github.io Frontend Design Pro Demo - Showcasing 11 distinct design aesthetics 282 Claude Code 1 —
SAP/fundamental-styles sap.github.io SAP Design System component library for building SAP user interfaces with any web technolo 282 Claude Code 5 3,162 tok
TheRealSimon42/simon42-dashboard-strategy Custom Lovelace Dashboard Strategy for Home Assistant — automatically generates dynamic da 282 Claude Code 2 6,481 tok
meta-quest/Meta-Spatial-SDK-Samples The Meta Spatial SDK Samples is a collection of code samples and projects that demonstrate 281 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 6 413 tok
oalanicolas/claude-design-premium Claude Design starter kit for premium design systems 281 Claude Code 1 5,873 tok
vakovalskii/searcharvester Self-hosted search + markdown harvester for AI agents. SearXNG (100+ engines) + FastAPI + 281 Claude Code 1 2,743 tok
lvgalvao/projeto-dados-ia-databricks 281 Claude Code 1 3,917 tok
KorroAi/mue-x korrocorp.com The first self-evolving AI agent. Rewrites its own source code in real-time. 6 AST mutatio 281 Claude Code 2 685 tok
maorcc/gimp-mcp GIMP MCP server 281 Claude Code 1 1,269 tok
luohoa97/cordial luohoa97.github.io Open-source Roblox runtime for Linux. Cordial runs the Roblox client natively, no Wine, no 281 Claude Code, Codex, OpenCode 2 10,800 tok
snolab/CapsLockX snolab.github.io Manipulate your computer like a hacker! 280 Claude Code, Codex, OpenCode 2 4,443 tok
arnaldo-delisio/claude-code-studio Transform Claude Code into a complete development studio with 40+ specialized AI agents, M 280 Claude Code, Codex, OpenCode 2 1,675 tok
shangyankeji/super-dev superdev.goder.ai Engineering workflow layer for AI coding tools with specs, review, quality gates, and trac 280 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 9 11,166 tok
SecurityClaw/SecurityClaw A modular, skill-based autonomous Security Operations Center (SOC) agent that monitors Ope 280 Claude Code 1 —
longyangxi/OpenOffice A visible workspace for AI agents to collaborate as a single team. 280 Claude Code 1 582 tok
ferro-labs/ai-gateway docs.ferrolabs.ai Unified AI Gateway for 30+ LLMs (OpenAI, Anthropic, Bedrock, Azure etc) with Caching, Guar 280 Claude Code, Codex, OpenCode 2 22,001 tok
yennanliu/InvestSkill yennj12.js.org US stock analysis skills for LLMs (Claude code, Gemini ...) | #AI 280 Claude Code, GitHub Copilot, Gemini CLI 3 12,371 tok
uisato/ableton-mcp-extended Ableton Live MCP (Model Context Protocol) server that allows control directly through AI a 280 Claude Code 1 —
s-stefanov/actual-mcp Model Context Protocol for Actual Budget API 279 Claude Code, Codex, OpenCode 2 1,715 tok
vidarh/writing-a-compiler-in-ruby hokstad.com Code from my series on writing a Ruby compiler in Ruby 278 Claude Code, Codex, OpenCode 2 4,366 tok
intertwine/dspy-agent-skills Production-grade DSPy 3.2.x agent skills + validated end-to-end examples for Claude Code a 278 Claude Code, Codex, OpenCode 2 1,892 tok
six-ddc/ccbot Telegram ↔ tmux bridge for Claude Code: 1 topic = 1 window = 1 session 278 Claude Code, Codex, OpenCode 2 1,409 tok
ruizrica/agent-pi An extension suite that turns Pi into a multi-agent orchestration platform 278 Claude Code 1 793 tok
tlehman/litprog-skill Literate programming skill for agent harnesses like Claude Code, OpenCode and Hermes Agent 278 Claude Code 1 764 tok
SensorsIot/Embedded-AI-Harness AI Closed-Loop Programming for embedded systems — the AI writes, flashes, and tests firmwa 278 Claude Code 17 —
tombii/better-ccflare The ultimate CC proxy 278 Claude Code 3 3,846 tok
AgentSystemLabs/nebula 277 Claude Code 3 —
shuyu-labs/WebCode wc.tree456.com WebCode is a browser-based AI coding platform that lets you remotely run CLI assistants li 277 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,707 tok
radix-ng/primitives radix-ng.com Headless, signals-first UI primitives for Angular. Accessible. Customizable. 277 Claude Code, Codex, GitHub Copilot, OpenCode 17 11,190 tok
speakeasy-api/gram speakeasy.com The AI control plane for every agent in your enterprise, built around an enterprise-grade 277 Claude Code, Codex, Gemini CLI, OpenCode 42 3,863 tok
ExpTechTW/DPIP exptech.dev Disaster Prevention Information Platform (防災資訊整合平台) 277 Claude Code, Codex, OpenCode 2 4,348 tok
autoclaw-cc/xiaohongshu-mcp-skills xiaohongshu-mcp skills 277 Claude Code 1 445 tok
vercel-labs/agent-eval agent-eval-playground.vercel.app 277 Claude Code 1 456 tok
GTM-Strategist/gtm-strategist-skills gtmstrategist.com Your AI go-to-market co-pilot 277 Claude Code 13 1,068 tok
zampierilucas/kindle-hid-passthrough Userspace Bluetooth HID host for Kindle with UHID passthrough 277 Claude Code 1 697 tok
dotnetdreamer/open-android-dex Turn any android phone into Desktop class experience including full linux environment with 277 Claude Code 6 29 tok
RealMikeChong/ultra-mcp 100x Your Claude Code, Gemini CLI, Cursor and/or any coding tools with MCP client support 277 Claude Code, Codex, OpenCode 2 5,766 tok
ReviewStage/stage-cli stagereview.app A viewer for reviewing local code changes in small individual chapters. Works with any AI 277 Claude Code, Codex, OpenCode 19 2,668 tok
shep-ai/shep shep.bot Ship features 10x faster. Built In Auto: Memory, K8S Agent & Security (SDD+SDLC) . 😇 276 Claude Code, Codex, OpenCode 34 6,191 tok
oculus-samples/Unity-Phanto Phanto is a showcase of the Meta Quest Mixed Reality APIs. This project demonstrate how to 276 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,044 tok
dfinke/PSAI High-agency PowerShell AI framework for multi-agent orchestration and autonomous systems e 276 Claude Code 1 284 tok
hyperb1iss/unifly hyperb1iss.github.io 🌐 Elegant UniFi network management CLI & TUI - for humans and agents 276 Claude Code, Codex, OpenCode 2 10,078 tok
srothgan/claude-code-rust srothgan.github.io A native Rust terminal frontend for Claude Code 🦀 276 Claude Code, Codex, OpenCode 2 2,691 tok
CorridorTech/PoseCap 276 Claude Code, Codex, OpenCode 34 3,905 tok
gotgenes/pi-packages Monorepo for @gotgenes pi packages 276 Claude Code, Codex, OpenCode 31 2,892 tok
gupsammy/Claudest A highly opinionated plugin marketplace for augmenting your Claude Code. Battle-tested sk 275 Claude Code 1 1,116 tok
Amal-David/keyleak-detector Runtime leak detector for modern web apps - finds exposed API keys, validates BaaS misconf 275 Claude Code, Codex 2 —
getsentry/sentry-for-ai Teach your AI coding assistant how to use Sentry - setup, debugging, alerts, and more 275 Claude Code, Codex, OpenCode 5 2,252 tok