How real projects configure their agents

23,280 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
chorus-codes/chorus chorus.codes Multi-LLM peer review for code decisions. Bring your own CLI; Chorus convenes 2-4 other LL 531 Claude Code, Codex, OpenCode 2 79 tok
wbh604/fund-guy-skill wbh604.github.io Oops, I’m surrounded by gay men! So people may ask: “Streamer, is there a simple and easy 531 Claude Code, Codex, OpenCode 3 843 tok
guokaigdg/react-seed guokaigdg.github.io 🌱 React Seed: A seed, infinite possibilities. React Seed seed project, one seed with infi 530 Codex, OpenCode 1 5,007 tok
sc932/resume My CV/resume in LaTeX. 530 Codex, OpenCode 1 1,794 tok
InvadingOctopus/comedot store.godotengine.org Godot template and component-based framework for 2D games. 530 Codex, OpenCode 1 3,289 tok
shivprime94/file-itr 529 Claude Code, Codex, OpenCode 2 539 tok
facebook/meta-wearables-dat-ios Meta Wearables Device Access Toolkit for iOS 529 Codex, GitHub Copilot, OpenCode 2 15,817 tok
8beeeaaat/touchdesigner-mcp npmjs.com MCP server for TouchDesigner 529 Claude Code, Codex, OpenCode 9 2,772 tok
suboss87/FDEOps fdeops.io Forward deployed engineering skills for AI coding agents. 529 Codex, OpenCode 1 362 tok
Shpigford/nurb nurb.dev Agentic CAD for 3D printing 529 Claude Code, Codex, OpenCode 5 4,129 tok
truecourse-ai/truecourse truecourse.dev AI-powered architecture analysis and code intelligence. Detects circular deps, layer viola 528 Claude Code, Codex, OpenCode 2 9,004 tok
OpenLabs-so/openanalytics getopen.so Open-source, privacy-first and cookieless web analytics with revenue attribution and an MC 528 Codex, OpenCode 1 1,276 tok
Lynavo/lynavo-drive drive.lynavo.io LynavoDrive (Lynavo Drive) by Lynavo - an open-source alternative to iCloud and Google Pho 527 Codex, OpenCode 1 2,750 tok
Obiente/nc-native nc-native.obiente.dev Adaptive native Nextcloud client for mobile and desktop, with dynamic support for the wide 527 Codex, GitHub Copilot, OpenCode 2 8,419 tok
ehmo/platform-design-skills Platform design skill pack: 300+ rules for Apple HIG, Material Design 3, and WCAG 2.2 acro 526 Claude Code, Codex, OpenCode 2 218 tok
jaylfc/taOS taos.my Self-hosted AI agent OS. Your memory, chat, agents, and files stay on hardware you own, of 526 Claude Code, Codex, OpenCode 4 277 tok
yashmulgaonkar/FlightScnr_Pi Desktop flight and marine radar: a real-time aircraft and marine vessel tracker powered by 526 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,865 tok
allenhutchison/obsidian-gemini allenhutchison.github.io An obsidian plugin to interact with Google Gemini 525 Claude Code, Codex, Gemini CLI, OpenCode 11 7,929 tok
ex-machina-co/opencode-anthropic-auth 525 Codex, OpenCode 1 132 tok
NVIDIA/cosmos-framework Our inference and training framework to run on the Cosmos Models 525 Claude Code, Codex, OpenCode 6 1,920 tok
firstintent/ccteam ccteam turns the coding agents you already run (Claude Code, Codex, Grok, DeepSeek Harness 525 Claude Code, Codex, OpenCode 3 7,466 tok
nirholas/XActions xactions.app ⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/G 524 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 8,439 tok
davidondrej/jailbreak-autoresearch We shall set the models free. 523 Codex, OpenCode 1 239 tok
nodetool-ai/nodetool nodetool.ai Agent-first Creative Workspace 522 Claude Code, Codex, GitHub Copilot, OpenCode 51 12,736 tok
msitarzewski/agency-agents-app agencyagents.app Agency Agents is a small, native app for browsing, installing, and tracking the agent pers 521 Claude Code, Codex, OpenCode 2 8,527 tok
esbmc/esbmc esbmc.org The efficient SMT-based context-bounded model checker (ESBMC) 520 Claude Code, Codex, GitHub Copilot, OpenCode 5 8,979 tok
krrishnarraj/clpeak krrishnarraj.github.io A synthetic micro-benchmark that measures peak compute, bandwidth, and matrix throughput o 519 Codex, OpenCode 1 1,942 tok
vincentkoc/tokenjuice 🧃 Token weight loss. Lean output compaction for terminal-heavy agent workflows. Works as 519 Codex, OpenCode 2 1,460 tok
dhanji/g3 experiments in goose 518 Codex, OpenCode 1 963 tok
tiliondev/fortress tilion.dev Stealth Chromium engine that stops scrapers and browser agents from getting blocked, with 518 Codex, OpenCode 1 1,535 tok
EmadBeltaje/flutter_getx_template Create flutter project with all needed configuration in two minutes (theme, localization, 517 Claude Code, Codex 8
meleantonio/ChernyCode 517 Claude Code, Codex, Cursor, OpenCode 10 1,022 tok
Cranot/roam-code roam-code.com Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 l 517 Codex, OpenCode 1 14,948 tok
rsmdt/the-startup r16t.com The Agentic Startup - A collection of Claude Code commands, skills, and agents. 515 Claude Code, Codex, OpenCode 2 1,940 tok
mco-org/mco CLI-first orchestration for AI coding agents: run selected agents and models in parallel, 515 Claude Code, Codex, OpenCode 2 5,782 tok
QuintinShaw/pi-dynamic-workflows quintinshaw.github.io Claude Code–style dynamic workflows for Pi: code-mode subagents with real model routing, j 515 Codex, OpenCode 1 138 tok
HarryYangthu/MARS-Multi-Agent-Research-System 515 Claude Code, Codex, OpenCode 2 4,533 tok
ansys/pymapdl mapdl.docs.pyansys.com A Python client library for Ansys MAPDL 514 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,068 tok
KubeezMedia/kubeez-scroll-world-video kubeezmedia.github.io Scroll-scrubbed 'fly through the world' burger demo, generated with Kubeez. Live: meepcast 513 Codex, OpenCode 1 529 tok
paulrobello/claude-office Real-time pixel art office simulation that visualizes Claude Code operations 513 Claude Code, Codex, OpenCode 5 742 tok
mycrl/turn-rs mycrl.github.io A pure rust implemented turn server. 512 Codex, OpenCode 1 3,098 tok
joelhooks/opencode-config Personal OpenCode configuration - commands, tools, agents, knowledge 511 Claude Code, Codex, OpenCode 2 1,137 tok
JustinBeckwith/retry-axios 🦖 A super flexible interceptor for Axios that makes it easy to retry requests. 511 Codex, Gemini CLI, OpenCode 2 2,313 tok
adshao/flounder flounders.xyz Autonomous white-hat security auditor for AI-driven code review, bug bounty research, expl 510 Codex, OpenCode 1 6,332 tok
antgroup/vsag vsag.io vsag is a vector indexing library used for similarity search. 510 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,446 tok
oculus-samples/Unity-PassthroughCameraApiSamples A Sample Project for Passthrough Camera API in Unity. 509 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,028 tok
gnh1201/welsonjs welson.js.org WelsonJS - Build apps with the Windows built-in JavaScript engine 509 Codex, OpenCode 1 3,535 tok
tony1223/better-agent-terminal Multi-workspace terminal aggregator with Claude Code AI integration 508 Claude Code, Codex, OpenCode 3 2,289 tok
aqm857886159/Nomi nomiaqm.com Open-source AI video workbench. Bring any model or your local ComfyUI, and let Claude Code 508 Claude Code, Codex, OpenCode 10 14,602 tok
zai-org/Synapse synapse-zai-org.vercel.app Self-hosted AI workspace with shareable AI teammates, shared conversations, memory, and go 508 Claude Code, Codex, OpenCode 17 5,342 tok