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
spinspire/pocketbase-sveltekit-starter a starter project to build a SvelteKit frontend with PocketBase backend 507 Codex, OpenCode 1 1,410 tok
duckbugio/flock roost.duckbug.io Autonomous AI dev-team bot 506 Claude Code, Codex, Gemini CLI, OpenCode 4 393 tok
WILLOSCAR/research-units-pipeline-skills Research pipelines as semantic execution units: each skill declares inputs/outputs, accept 506 Codex, OpenCode 1 423 tok
iannuttall/seo seoskill.dev The only SEO skill your agent needs. 70+ SEO audit tools through a local CLI and MCP serve 506 Claude Code, Codex, OpenCode 2 5,133 tok
VikashLoomba/copilot-mcp discord.gg A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with Gi 505 Claude Code, Codex, OpenCode 2 4,006 tok
solana-foundation/solana-com solana.com The solana.com website. 505 Claude Code, Codex, OpenCode 2 2,679 tok
iusztinpaul/designing-real-world-ai-agents-workshop academy.towardsai.net Hands-on workshop: Build a multi-agent AI system from scratch — Deep Research Agent + Writ 505 Claude Code, Codex, OpenCode 24 843 tok
avibe-bot/avibe avibe.bot The local-first Agent OS — your AI partner lives on your own machine. Drive the official C 505 Claude Code, Codex, OpenCode 4 4,201 tok
ianlkl11234s/mini-taiwan-pulse 505 Claude Code, Codex, OpenCode 16 2,176 tok
leonardomso/rust-skills A collection of 265 rules across 26 categories that AI coding agents can use to write id 505 Claude Code, Codex, OpenCode 2 6 tok
epam/ai-dial-chat chat.dialx.ai A default UI for AI DIAL 504 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 50 4,341 tok
pilinux/gorest Go RESTful API starter kit with Gin, JWT, GORM (MySQL, PostgreSQL, SQLite), Redis, Mongo, 504 Claude Code, Codex, OpenCode 2 6,273 tok
PV-Bhat/vibe-check-mcp-server pruthvibhat.com Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vi 502 Codex, OpenCode 1 420 tok
kwakseongjae/oh-my-design oh-my-design.kr Give your AI coding agent a design system. One command installs 400+ quality-graded compan 502 Claude Code, Codex, OpenCode 66 2,716 tok
istvan-ujjmeszaros/touchspin Touch-friendly numeric spinner for React, Tailwind, and vanilla JavaScript 501 Claude Code, Codex, OpenCode 3 3,373 tok
Piebald-AI/gemini-cli-desktop Web/desktop UI for Gemini CLI/Qwen Code. Manage projects, switch between tools, search ac 501 Claude Code, Codex, OpenCode 2 8,634 tok
clawdotnet/openclaw.net agentqi.dev Self-hosted Personal AI + agent runtime in .NET (NativeAOT-friendly) 501 Claude Code, Codex, GitHub Copilot 2 205 tok
Kohaku-Lab/KohakuTerrarium terrarium.kohaku-lab.org KohakuTerrarium is a general-purpose AI agent framework and batteries-included app for bui 500 Claude Code, Codex, OpenCode 2 17,134 tok
blacktwist/social-media-skills blacktwist.app AI agent skills for social media content strategy, creation, and analysis across text-firs 500 Claude Code, Codex, OpenCode 1 815 tok
dickwu/apple-design-skill Cross-platform UI/UX design reviewer based on Apple HIG. Works with Flutter, Tauri, Electr 500 Codex, Cursor, OpenCode 2 1,616 tok
JungHoonGhae/tossinvest-cli tossinvest-cli.vercel.app A tool for using Toss Securities with AI agents and in the terminal. Through a CLI and MCP 499 Codex, OpenCode 1 3,787 tok
me2resh/apexyard apexyard.ai Your AI engineering org, governed. Ship agent-built code safely to production. 498 Claude Code, Codex, OpenCode 7 12,305 tok
deonmenezes/mantishack mantishack.com Mantis Hack 498 Codex, OpenCode 25 5,183 tok
microsoft/DebugMCP Gift your VS Code agent a real debugger: breakpoints, stepping, inspection. 498 Codex, OpenCode 1 970 tok
intelligencedev/manifold intelligence.dev Manifold is an experimental platform for enabling long horizon workflow automation using t 497 Claude Code, Codex, OpenCode 2 4,630 tok
ecomfe/tempad-dev tempad.dev Open handoff tooling for Figma 497 Codex, OpenCode 1 1,081 tok
TanStack/devtools tanstack.com 🤖 Framework-agnostic devtools panel for handling TanStack libraries devtools and your cus 497 Codex, OpenCode 1 92 tok
Yuzzyuk/marketing-os An entire marketing department as one Claude skill. 14 modules: audits scored 0-100, an 18 497 Codex, OpenCode 1 817 tok
AThevon/TokenEater tokeneater.athevon.dev Native macOS app to monitor Claude AI usage limits and watch your coding sessions live 496 Claude Code, Codex, OpenCode 2 5,832 tok
papercomputeco/stereOS stereos.ai A Linux based operating system hardened and purpose built for AI agents 495 Codex, OpenCode 1 884 tok
OpenGeometry-io/OpenGeometry opengeometry.io powerful cad kernel for web 494 Claude Code, Codex, GitHub Copilot, OpenCode 5 4,904 tok
croffasia/itsaplan itsaplan.dev Open-source, self-hosted alternative to Linear and Plane. Project management and issue tra 494 Claude Code, Codex, OpenCode 4 4,486 tok
mapequation/infomap mapequation.org Multi-level network clustering based on the Map Equation 493 Codex, OpenCode 1 3,366 tok
partcad/partcad partcad.org Package manager for things. Start designing modular hardware! PartCAD is the standard for 493 Claude Code, Codex, Cursor, OpenCode 22 11,011 tok
UNLINEARITY/CLI-WeChat-Bridge unlinearity.github.io Integrate AI command-line tools into WeChat ClawBot / WeCom bots in the most native way. C 492 Codex, OpenCode 1 3,061 tok
ndycode/codex-multi-auth npmjs.com Codex CLI multi-account OAuth manager with account switching, health checks, runtime rotat 492 Codex, OpenCode 1 2,766 tok
rome-os/rome romeos.cc A compounding agent OS for recursive agents. Also an open source alternative to Grok Bot a 492 Claude Code, Codex, OpenCode 14 1,236 tok
Ikalus1988/MisakaNet misakanet.org 📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously shar 491 Claude Code, Codex, OpenCode 2 3,542 tok
SII-Holos/synergy synergy.holosai.io A next-generation general-purpose agent for the Open Agentic Web. 490 Codex, OpenCode 1 2,770 tok
allgpt-co/QuickVoice quickvoice.co Open-source, self-hostable platform for building and operating AI phone agents. 490 Claude Code, Codex 66
a2aproject/a2a-java a2aproject.github.io Official Java SDK for the Agent2Agent (A2A) Protocol 490 Claude Code, Codex, OpenCode 5 1,818 tok
kesslernity/awesome-copilot-studio-agents kesslernity.com 103 paste-ready declarative agents for Microsoft 365 Copilot. No coding. No Azure. Deploy 490 Codex, OpenCode 1 9,076 tok
processing/processing4 processing.org Source code for Processing, the software sketchbook and Java-based programming language fo 490 Codex, OpenCode 1 1,689 tok
spencerc99/playhtml playhtml.fun interactive, collaborative html elements with a single data attribute 489 Claude Code, Codex, OpenCode 2 5,016 tok
antvis/chart-visualization-skills ⛏️ Turning data into a visual language for better thinking with Skills. 488 Claude Code, Codex, OpenCode 3 1,757 tok
gakonst/nanocodex docs.rs Building blocks for frontier OpenAI agents in Rust. Nanocodex empowers you with Codex-leve 488 Codex, OpenCode 1 225 tok
hyperledger-iroha/iroha docs.iroha.tech Iroha: A cutting-edge, enterprise-grade decentralized ledger 488 Codex, Gemini CLI, OpenCode 2 4,455 tok
Gennadiyev/STS2MCP Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and the MCP serv 487 Claude Code, Codex, OpenCode 2 820 tok
lllllllama/RigorPilot-Skills README-first research reproduction skills with bounded execution, auditable evidence, and 487 Codex, OpenCode 1 799 tok
Orkas-AI/Orkas-VideoStudio orkas.ai Turn your coding agent into a video studio: describe a video in plain language, and your a 486 Codex, OpenCode 1 639 tok