How real projects configure their agents

23,733 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
lhl/realitycheck A framework for rigorous, systematic analysis of claims, sources, predictions, and argumen 46 Claude Code, Codex, OpenCode 3 3,184 tok
slima4/claude-tui slima4.github.io Real-time statusline, live monitor, session analytics, and hooks for Claude Code 46 Claude Code, Codex, OpenCode 2 4,030 tok
ryannli/tiny-roommate A tiny AI pet that lives on your desktop. Every AI wants to make you productive — this one 46 Claude Code, Codex, OpenCode 2 264 tok
sandover/ergo fast, minimal CLI tool for better coding agent planning 46 Claude Code, Codex, OpenCode 2 195 tok
fom-dev/company-in-a-box A complete AI-powered organizational structure: 42 agents, 10 playbooks, one company. 46 Codex, OpenCode 1 1,169 tok
chyp3r/KACHOW-Teknofest-2026 chyp3r.github.io Teknofest 2026 Doğal Dil Ajanları Yarışması 1. Senaryo kapsamında geliştirilen, kamu sektö 46 Codex, OpenCode 1 2,260 tok
Qiskit/mcp-servers A collection of MCP servers to allow LLMs to use the qiskit,qiskit-ibm-runtime library, q 46 Codex, OpenCode 1 11,715 tok
Jer-y/copilot-proxy jer-y.github.io Turn GitHub Copilot into an OpenAI/Anthropic-compatible server with Claude Code and Codex 46 Codex, OpenCode 1 2,900 tok
rizukirr/no-vibe Turn your AI coding agent into a tutor. It learns your level and adapts to you 46 Claude Code, Codex, OpenCode 4 2,215 tok
minghinmatthewlam/agent-guards Shared guardrails, skills, and bootstrap scripts for AI coding agents 46 Codex, OpenCode 1 248 tok
trsdn/markitdown-mcp 📄 Professional MCP server for converting 29+ file formats to Markdown - Perfect for Claud 46 Codex, OpenCode 1 5,909 tok
nekopunch11/rodya-caijing-studio Professional A-share + Hong Kong stock research Skill: fundamentals, financial reports, va 46 Codex, OpenCode 1 1,489 tok
guillermoscript/lms-front preciopana.com Open-source multi-tenant LMS for creators and schools: sell courses on your own subdomain. 46 Claude Code, Codex, OpenCode 58 5,964 tok
Dicklesworthstone/frankengit Git-compatible, agent-native, repairable, self-hostable code forge and GitHub alternative. 46 Codex, OpenCode 1 6,658 tok
new-xp/ultrademo ultrademo.net Moved to github.com/ultrademo-hq/ultrademo. This is the original Ultrademo skill; it still 46 Codex, OpenCode 1 573 tok
conorbronsdon/substack-mcp conorbronsdon.com MCP server for Substack: rich drafts, Notes, analytics, and consented subscriber managemen 46 Claude Code, Codex, OpenCode 2 1,084 tok
Mrsandman327/OpenCode-Client A visual client for OpenCode 46 Claude Code, Codex, OpenCode 2 513 tok
orka-agents/orka orka-agents.github.io 🐋 Cloud and AI-native multi-agent orchestration platform for Kubernetes 46 Claude Code, Codex, OpenCode 10 2,421 tok
shopwareLabs/ai-coding-tools Claude Code plugin marketplace for Shopware development. Provides MCP servers, skills, age 45 Claude Code, Codex, OpenCode 4 2,732 tok
boykush/scraps boykush.github.io The Wiki-link doc compiler for the LLM era. 45 Claude Code, Codex, OpenCode 10 397 tok
agency-ai-solutions/nextjs-firebase-ai-coding-template 45 Codex, OpenCode 1 169 tok
shawnstack/quickforge 45 Codex, OpenCode 1 1,057 tok
ItIsMixian/Orrery A portable skill for traceable Markdown project documentation, local observability, and sa 45 Codex, OpenCode 1 3,456 tok
ambroise-leclerc/WebFront C++’s missing standard GUI. One reactive TypeScript UI for every C++23 target: a native wi 45 Codex, GitHub Copilot, OpenCode 2 4,895 tok
djfksjd/sole-search A support-program research agent skill for small business owners (operating shops and self 45 Claude Code, Codex, OpenCode 1 674 tok
Forward-Future/DeployBot Agent-managed GitHub merge queue for Codex, Claude Code, Cursor, and MCP clients 45 Codex, OpenCode 1 262 tok
Xopoko/build-swift-apps Build, debug, profile, test, refactor, and release Swift apps across iOS, macOS, Xcode, Sw 45 Claude Code, Codex, OpenCode 2 1,104 tok
dizlexic/moo-tasks mootasks.dev A simple multiuser multiboard task MCP server managed via kanban board interface. Created 45 Codex, OpenCode 1 3,563 tok
strangeadvancedmarketing/Adam strangeadvancedmarketing.github.io Adam Framework for OpenClaw — 5-layer persistent memory and identity architecture for AI a 45 Codex, OpenCode 1 791 tok
incubateur-ademe/benefriches benefriches.ademe.fr L'outil numérique qui quantifie et monétarise les impacts environnementaux, sociaux et éco 45 Claude Code, Codex, OpenCode 23 2,052 tok
idoforgod/Church-Admin-AgenticWorkflow Church Administration AI Agentic Workflow Automation System 45 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 44 40,238 tok
contentful/contentful-laravel Laravel integration for the Contentful SDK. 45 Codex, OpenCode 1 846 tok
ProvableHQ/python-sdk 45 Claude Code, Codex, OpenCode 2 1,783 tok
Snapchat/Valdi_Widgets 45 Codex, OpenCode 1 2,743 tok
IndianOldTurtledove/codex-oss-maintainer-toolkit Codex-first toolkit for open-source maintainers: AGENTS.md, skills, automation, and verifi 45 Codex, OpenCode 1 352 tok
shelby/shelby-skills shelby.xyz Agent skills for building on Shelby 45 Claude Code, Codex, OpenCode 2 689 tok
EasyDevv/pyhunt Lightweight Python logging tool for visual call tracing, tree-structured colored logs, and 45 Claude Code, Codex, OpenCode 2 947 tok
CyberBoyAyush/zenox OpenCode plugin for intelligent agent orchestration with specialized subagents and paralle 45 Codex, OpenCode 1 2,158 tok
wilson-anysphere/indonesia A better Java LSP 45 Codex, OpenCode 1 2,333 tok
gmaxxxie/ai-native-product-agent-skills AI Native Product Methodology — 80 executable skills across P0-P14 stages, covering needs 45 Codex, OpenCode 1 950 tok
jalpp/chessagineweb A chess app I maintain for my self 45 Claude Code, Codex, OpenCode 2 159 tok
vercel/microfrontends vercel.com Build microfrontends on Vercel 45 Claude Code, Codex, OpenCode 2 2,188 tok
ssdeanx/AgentStack AgentStack is a production-grade multi-agent framework built on Mastra, delivering 50+ ent 45 Claude Code, Codex, GitHub Copilot, OpenCode 50 34,906 tok
JKorf/CryptoClients.Net cryptoexchange.jkorf.dev Library allowing full access to multiple different cryptocurrency exchange API's. Provides 45 Codex, GitHub Copilot, OpenCode 2 3,280 tok
zjinhu/Brick_SwiftUI Quickly build SwiftUI apps with a SwiftUI standard library extension, high-version API com 45 Codex, OpenCode 1 5,789 tok
cameroncooke/skills My own personal collection of skills 45 Codex, OpenCode 1 202 tok
briandconnelly/mcp-server-ipinfo mcp.ipinfo.io DEPRECATED: use the official IPinfo MCP server at https://mcp.ipinfo.io 45 Claude Code, Codex, OpenCode 2 748 tok
KevinKE93/Dev_Agent_OPC A automatic dev agent from idea → spec → design → plan → build → test → review → ship and 45 Codex, OpenCode 1 2,562 tok
lucas-flatwhite/gstack-ko Use Garry Tan's exact Claude Code setup: 6 opinionated tools that serve as CEO, Eng Manage 45 Claude Code, Codex, OpenCode 2 538 tok
Youhai020616/stealth-cli npmjs.com 🦊 Anti-detection browser CLI powered by Camoufox — browse, screenshot, search, extract, c 45 Codex, OpenCode 1 3,000 tok