How real projects configure their agents

23,614 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
HexRaysSA/rax rax is a CPU emulator that checks its own work. 240 Codex, OpenCode 1 16,144 tok
phuryn/grok-build-vscode afkpilot.com Grok Build, Muse Code, Claude, Codex & more in one place; GUI; AFK Pilot 240 Claude Code, Codex, OpenCode 3 11,035 tok
Hyper-Beast/BiliTVNative BiliTVNative 240 Codex, OpenCode 1 2,564 tok
workersio/skills workers.io Agent skills to find and fix software bugs 240 Claude Code, Codex, OpenCode 4 1,126 tok
ilindaniel/ponytail-lite Stop agents from over-engineering. Inspired by Ponytail, but without the plugin madness. J 240 Codex, OpenCode 1 559 tok
felipebarcelospro/igniter-js igniterjs.com Igniter is a modern, type-safe HTTP framework designed to streamline the development of sc 240 Codex, GitHub Copilot, Gemini CLI, OpenCode 8 26,005 tok
johnku2011/boilerplates-with-ai-skills boilerplates-with-ai-skills.vercel.app 239 Codex, OpenCode 1 936 tok
TryGhost/ActivityPub activitypub.ghost.org A full-featured ActivityPub server for networked publishing with Ghost 239 Claude Code, Codex, OpenCode 2 1,952 tok
barretlee/agent-pulse barretlee.github.io Evidence-backed AI industry intelligence — trends, source updates, daily data refreshes, a 239 Codex, OpenCode 1 2,533 tok
GoogleCloudPlatform/race-condition developers.google.com The open source multi-agent simulation from the Developer Keynote at Google Cloud Next '26 239 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,675 tok
fw-ai/cookbook fireworks.ai Recipes and resources for training, building generative AI with Fireworks 239 Claude Code, Codex, OpenCode 2 1,033 tok
Hoylon/peerbridge-mcp Local-first, auditable multi-agent control room for coding, review, evidence, and private 239 Codex, OpenCode 1 200 tok
alibaba/loongsuite-pilot Local-first telemetry collector for AI coding agents — unified OpenTelemetry events for Cl 239 Claude Code, Codex, OpenCode 2 4,751 tok
epilande/ccmux ccmux.dev 🔮 Run all your AI coding agents in tmux: jump to the one that needs you, spawn them into 239 Claude Code, Codex, OpenCode 4 6,479 tok
maoxiansheng0323-a11y/shubi-shot-director Graybox camera previs tool driven by natural-language shot descriptions. 238 Codex, OpenCode 2 764 tok
OpenTouryoProject/OpenTouryo opentouryo.osscons.jp OpenTouryo is an application framework for .NET developed from the accumulated know-how of 238 Claude Code, Codex, OpenCode 4 7,965 tok
gridaco/cors.sh cors.sh Sick of CORS Errors? 238 Claude Code, Codex, OpenCode 2 830 tok
DecapodLabs/decapod decapodlabs.github.io Metacognition for AI agents. A repo-native governance kernel for bounded, convergent, proo 238 Claude Code, Codex, Gemini CLI, OpenCode 3 6,318 tok
scitix/siclaw siclaw.ai AI-powered SRE platform — read-only infrastructure diagnostics with deep investigation, se 238 Claude Code, Codex, OpenCode 2 19,438 tok
bitrouter/bitrouter bitrouter.ai elastic inference for your agentic workloads, on your terms 238 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,890 tok
asimons81/hermes-gpt hermes-gpt.tonysimons.dev ChatGPT with keys to your machine. What could go wrong? 238 Codex, OpenCode 1 1,149 tok
ros-claw/rosclaw rosclaw.io Physical AI runtime for embodied agents — governed action, verified experience, physical m 238 Claude Code, Codex, OpenCode 4 3,659 tok
janekbaraniewski/openusage openusage.sh The one dashboard you’ve been looking for — track spend and usage across Claude, Cursor, O 238 Claude Code, Codex, Cursor, OpenCode 32 4,013 tok
ECPay/ECPay-API-Skill ECPay API Skill is an API AI Skill package—install it in AI coding assistants (Claude Code 238 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 13,391 tok
tim-smart/effect-mcp 238 Codex, OpenCode 1 3,645 tok
easemob/im_flutter_sdk Easemob IM Flutter SDK for quickly integrating instant messaging functionality. 237 Codex, OpenCode 1 2,689 tok
ProjectDXAI/labrat dxrg.ai Autonomous multi-branch research lab. Branches compete for compute budget. The system conv 237 Claude Code, Codex, OpenCode 3 1,280 tok
antdigital-ai/agentic-ui agentic.antdigital.dev 237 Codex, GitHub Copilot, Cursor, OpenCode 25 9,538 tok
keta1930/agent-graph Agent Graph is a Multi-Agent System built on the principles of Context Engineering 237 Claude Code, Codex, OpenCode 2 520 tok
aplaceforallmystuff/mcp-arr MCP server for *arr media management suite 237 Claude Code, Codex, Gemini CLI, OpenCode 3 817 tok
EvoMap/awesome-agent-evolution A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self- 237 Codex, OpenCode 1 407 tok
Mahdi-mortazavi/relay mahdi-mortazavi.github.io 📱 Share your phone's internet with your PC — Android → Windows reverse tethering over an 237 Claude Code, Codex, OpenCode 3 994 tok
johnpapa/ai-ready Agent Skill that analyzes your repo and generates the AI-ready configuration coding agents 237 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 2,317 tok
gominimal/minimal minimal.dev Run your agent in a Minimal box. Ship and run software with isolation on your own computer 237 Claude Code, Codex, OpenCode 2 5,210 tok
bschoepke/ableton-live-mcp General-purpose MCP bridge for Ableton Live 237 Claude Code, Codex, OpenCode 2 12,262 tok
novotnyllc/dotnet-artisan Comprehensive .NET development skills for modern C# and .NET 236 Claude Code, Codex, OpenCode 2 1,339 tok
Uniswap/uniswap-ai developers.uniswap.org AI tools for building on Uniswap — skills, plugins, and agents for any coding agent. 236 Claude Code, Codex, OpenCode 4 3,442 tok
CodyBontecou/health-md apps.apple.com Source code of Health.md 236 Claude Code, Codex, OpenCode 5 2,398 tok
Fokkyp/claude-skills A self-built Claude Skills repository for product managers. All Skills have been tested in 236 Codex, OpenCode 1 476 tok
tangosdev/sm64ds-decomp tangos.dev From-scratch, byte-matching decompilation of Super Mario 64 DS into C/C++, with a live pro 236 Codex, OpenCode 1 3,155 tok
cyjake/leoric leoric.js.org 👑 JavaScript ORM for MySQL, PostgreSQL, and SQLite. 235 Codex, OpenCode 1 1,259 tok
alyraffauf/hoenn Multi-host NixOS, Darwin, and system-manager configurations with Nix. 235 Codex, OpenCode 1 384 tok
ReinaMacCredy/maestro Local-first coordination for human and agent work: durable work, decisions, dispatches, ev 235 Claude Code, Codex, OpenCode 2 511 tok
nikhils4/ui-beats uibeats.com Animated React components you own. 55 components built with TypeScript, Tailwind CSS and M 235 Claude Code, Codex, OpenCode 2 159 tok
vyos/vyos-documentation VyOS readthedocs 235 Codex, GitHub Copilot, OpenCode 3 4,720 tok
Enubia/ghost-chat getghostchat.com Transparent chat overlay for streamers. Twitch, YouTube, and Kick in one window. 235 Codex, OpenCode 1 908 tok
davidvkimball/astro-modular astro-modular.netlify.app A flexible Astro blog theme designed for Obsidian users. 235 Codex, OpenCode 1 8,328 tok
jimmykane/quantified-self quantified-self.io Analyze your data from Garmin, Suunto, Coros, Wahoo and more to one centralized app 235 Claude Code, Codex, OpenCode 7 1,606 tok
dreamlonglll/mini-term An AI terminal management tool supporting multi-project and multi-terminal layout manageme 235 Claude Code, Codex, OpenCode 2 8,732 tok
dotnet/maui-labs dot.net Experimental and pre-release tools for .NET MAUI 235 Claude Code, Codex, GitHub Copilot, OpenCode 13 23,125 tok