How real projects configure their agents

22,109 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
withqwerty/football-docs Searchable football data provider documentation for AI coding agents. Like Context7 for fo 66 Codex, OpenCode 1 1,285 tok
theam/facility facility.theagilemonkeys.com Scalable, Observable and Governed AI SDLC Platform. 66 Claude Code, Codex, OpenCode 2 860 tok
ALBDNDJ/hpcguard A user-space safety net that helps researchers prevent AI agents from overloading shared H 66 Codex, OpenCode 1 821 tok
wangmiaozero/pi-harness Visual desktop Harness & control center for Pi Coding Agent — inspect runtime, context, to 66 Claude Code, Codex, OpenCode 2 81 tok
kuraydev/react-native-typescript-library-starter 🚀 Production-ready starter for React Native TypeScript libraries — dual CJS/ESM output, s 65 Codex, OpenCode 1 1,719 tok
atman-33/kiro-for-codex marketplace.visualstudio.com VS Code extension for spec-driven development with Codex CLI. Manage specs, steering docs, 65 Codex, OpenCode 1 737 tok
lgbarn/shipyard Structured project lifecycle plugin for Claude Code — from idea to production with discipl 65 Claude Code, Codex, OpenCode 5 1,700 tok
mgratzer/forge mgratzer.com A collection of agent skills for structured, GitHub-centric development. 65 Claude Code, Codex, OpenCode 2 578 tok
ahmed3elshaer/everything-claude-code-mobile Makes Claude code mobile first 65 Claude Code, Codex, GitHub Copilot, OpenCode 75 629 tok
AlekseiUL/sprut-agent-kit t.me Ready-to-use AI agent with soul, memory, and 23 skills for ClaudeClaw ⚡ 65 Claude Code, Codex, OpenCode 1 1,171 tok
akseolabs-seo/cinematic-ui akseolabs.com A reasoning-first cinematic web design skill. Makes AI think like a film director — resear 65 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,879 tok
crystian/skill-map skill-map.ai Map, inspect, and audit AI-agent markdown ecosystems (skills, agents, commands, hooks) as 65 Claude Code, Codex, OpenCode 17 10,079 tok
netresearch/context7-skill Context7 documentation lookup skill for AI coding agents. Lightweight REST API wrapper wit 65 Codex, OpenCode 1 444 tok
zwl467135974/lumina Lumina is an enterprise-grade AI Agent development framework built on AgentScope Java and 65 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 17 9,612 tok
PrefectHQ/fastmcp-ts fastmcp-ts.docs.prefect.io The official FastMCP TypeScript library for building MCP servers, clients, and apps 🏎️ 🏎 65 Claude Code, Codex, OpenCode 2 16,946 tok
7xuanlu/wenlan wenlan.app Wenlan is a knowledge base for the AI-native age. Your AI agents capture what they learn, 65 Claude Code, Codex, OpenCode 5 1,448 tok
roedyrustam/vibes-plug npmjs.com Universal Multi-Agent Swarm Plugin with specialized skills for Antigravity (AGY), Claude C 65 Claude Code, Codex, Cursor, OpenCode 3 4,279 tok
brennhill/Kaboom-Browser-AI-Devtools-MCP gokaboom.dev Kaboom AI DevTools — Browser DevTools for AI coding assistants via MCP 65 Claude Code, Codex, OpenCode 3 7,405 tok
dorakoo/doubao-studio Windows multi-account AI content production workbench | Projects and CSV tasks, resumable 65 Codex, OpenCode 1 2,070 tok
AlexanderMattTurner/agent-glovebox A minimal-friction secure experience that lets agents do their work. (beta) 64 Claude Code, Codex, GitHub Copilot, OpenCode 38 12,129 tok
Kastalien-Research/thoughtbox thoughtbox.kastalienresearch.ai Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision 64 Claude Code, Codex, OpenCode 5 4,519 tok
s0vers/next-app-i18n-starter next-app-i18n-starter.vercel.app A humble Next.js 16 starter: Server Components, i18n with middleware, shadcn UI, light/dar 64 Codex, OpenCode 1 630 tok
tmchow/agent-skills Cross-platform AI agent skills (SKILL.md) installable via npx skills / gh skills 64 Claude Code, Codex, OpenCode 2 3,586 tok
callstackincubator/skillgym Prove your agent skills work before you ship them. 64 Codex, OpenCode 1 48 tok
archcore-ai/cli archcore.ai Git-native context engineering CLI and MCP server for AI coding agents. Keep specs, ADRs, 64 Claude Code, Codex, OpenCode 7 6,949 tok
revolut-engineering/revolut-x-api 64 Codex, OpenCode 1 938 tok
soniqo/speech-studio soniqo.audio Open-source desktop voice-cloning studio for creators — clone a voice, script lines with e 64 Claude Code, Codex, OpenCode 2 4,493 tok
PriorLabs/relarena arxiv.org Open and Reproducible Benchmarking for Relational Learning 64 Claude Code, Codex, OpenCode 2 1,496 tok
codescene-oss/codescene-mcp-server The CodeScene MCP Server exposes CodeScene’s Code Health analysis as local AI-friendly too 64 Claude Code, Codex, GitHub Copilot, OpenCode 11 590 tok
BetterThanTomorrow/calva-backseat-driver marketplace.visualstudio.com VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also 64 Claude Code, Codex, GitHub Copilot, OpenCode 7 5,540 tok
destinyfrancis/openclaw-knowledge-distiller Open CLAW Knowledge Distiller · Lobster Knowledge Distiller — Turn YouTube/Bilibili videos 64 Codex, OpenCode 1 1,603 tok
XziXmn/legado-hub A backend-managed aggregated book source for subscribing to your favorite books 64 Codex, OpenCode 1 2,578 tok
robzilla1738/Codex-Workflows Workflow-as-code orchestration for Codex 64 Claude Code, Codex, OpenCode 2 1,048 tok
galleonlabs/hypergrok-trading-desk botdirectory.ai Turn your Grok Bot into a 7-agent Hyperliquid trading desk. Roles, system prompts and skil 64 Codex, OpenCode 1 455 tok
thumbor/libthumbor Python's extensions to thumbor. These are used to generate safe urls among others. 64 Codex, OpenCode 1 679 tok
verygoodplugins/mcp-automem automem.ai MCP client for AutoMem — give Claude, Cursor, Codex, and other MCP tools durable graph+vec 63 Claude Code, Codex, OpenCode 2 8,177 tok
BinaryFroggy/Hopet A macOS desktop AI pet that mirrors your Claude Code & Codex CLI session state in real tim 63 Claude Code, Codex, OpenCode 2 3,108 tok
PatrickSys/codebase-context npmjs.com Codebase Context gives AI agents understanding of your codebase through semantic code sear 63 Codex, OpenCode 1 3,238 tok
mochow13/keen-code mochow13.github.io A context-aware terminal-based coding agent written in Go. Supports multiple-providers, MC 63 Claude Code, Codex, OpenCode 3 292 tok
ClaudeCodeUsage/ClaudeCodeUsage A VSCode extension that monitors Claude Code usage and costs directly in your status bar. 63 Claude Code, Codex, OpenCode 2 2,932 tok
yfge/ai-video-studio AI video production workflow platform for professional short drama teams. Timeline-first, 63 Claude Code, Codex, Gemini CLI, OpenCode 6 1,434 tok
storybook-astro/storybook-astro storybook-astro.org 63 Claude Code, Codex, OpenCode 8 5,548 tok
Osteoporosis/luna-chat-coder Agent Skill and repository template for end-to-end software development entirely inside or 63 Codex, OpenCode 1 193 tok
smfworks/hermes-ai-team smfclearinghouse.com Build an AI team of Hermes agents: SOUL, memory, vault, skills, nightly research, kanban, 63 Codex, OpenCode 1 790 tok
plainlang/plain-forge ***plain spec writing tool 63 Claude Code, Codex, OpenCode 3 4,386 tok
chujian66688/Tuling-Ai An enterprise-grade AI assistant system based on RAG (retrieval-augmented generation) and 63 Codex, OpenCode 4 1,696 tok
TGYD-helige/pi Pluggable extension packages for the Pi AI-agent runtime. Each package exposes LLM-callabl 63 Claude Code, Codex, OpenCode 2 4,426 tok
letmeow/spark-arc-studio An autonomous multi-agent IDE for screenplays🎮 & novels📖. One-click to share web perform 63 Claude Code, Codex, OpenCode 2 14,041 tok
timpara/opencode-academic-research OpenCode port of academic-research-skills: 4 skills, 13 slash commands, 38-agent pipeline 63 Claude Code, Codex, OpenCode 21 1,648 tok
productdevbook/shadcn-htmx shadcn-htmx.productdevbook.com shadcn-style UI components for htmx v4 + Tailwind v4 — 82 web-standards components in 5 fl 63 Codex, OpenCode 1 2,254 tok