How real projects configure their agents

23,307 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
autohandai/commander autohand.ai Commander, your AI coding commander centre for all you ai coding cli agents 85 Codex, OpenCode 1 2,227 tok
honeymux/honeymux hmx.dev All of your agents, shells, and TUIs in one durable terminal workspace 85 Claude Code, Codex, OpenCode 2 3,532 tok
avivsinai/agent-message-queue File-based message queue for local agent-to-agent communication (Maildir-style) 85 Claude Code, Codex, OpenCode 2 3,827 tok
hmldns/nautex nautex.ai MCP server for guiding Coding Agents via end-to-end requirements to implementation plan pi 85 Claude Code, Codex, OpenCode 2 691 tok
AIDotNet/MoYuCode 85 Claude Code, Codex, OpenCode 2 3,200 tok
hookdeck/webhook-skills Webhook integration skills for AI coding agents (Claude Code, Cursor, Copilot). Step-by-st 85 Claude Code, Codex, OpenCode 1 7,872 tok
NVIDIA/elements nvidia.github.io NVIDIA Design System and UI Agent Harness for AI/ML Factories, Robotics, and Autonomous Ve 85 Claude Code, Codex, OpenCode 31 3,069 tok
mitkox/SkillOpt SkillOpt with local AI is a text-space optimizer that trains reusable natural-language ski 85 Codex, OpenCode 1 505 tok
Lambenthan/empiricalwiki AI knowledge base for empirical research in economics and management — a complete pipeline 85 Claude Code, Codex, OpenCode 31 4,874 tok
cesarandreslopez/sidekick-agent-hub cesarandreslopez.github.io See what your AI coding agent is doing. Multi-provider assistant & session monitor for VS 85 Claude Code, Codex, OpenCode 2 8,364 tok
Dicklesworthstone/coding_agent_usage_tracker Single CLI to monitor LLM provider usage across Codex, Claude, Gemini, Cursor, and Copilot 85 Codex, OpenCode 1 9,384 tok
zhaji2333/CkSKILLS An SRC vulnerability-hunting Agent skill system based on Claude Code / Codex — system-leve 85 Claude Code, Codex, OpenCode 21 6,495 tok
moonbitlang/openseek openseek-api.moonbitlang.cn DeepSeek-backed MoonBit coding agent. 85 Codex, OpenCode 1 877 tok
quran/quran-mcp mcp.quran.ai 85 Claude Code, Codex, Gemini CLI, OpenCode 5 4,674 tok
watt-mind/coach coachwatts.com Your open source AI coach and unified fitness dashboard. 85 Claude Code, Codex, Gemini CLI, OpenCode 19 3,616 tok
mmacpherson/tenforty Python library to compute US federal taxes, and state taxes for some states. 85 Claude Code, Codex, OpenCode 5 2,688 tok
petergpt/codex-pet-limit-rings Usage-limit rings for Codex pets. 84 Codex, OpenCode 1 313 tok
yxhpy/comfy-prompt-studio AI image-generation web application — Ollama/Gemini prompt enhancement + ComfyUI workflows 84 Claude Code, Codex, OpenCode 2 4,837 tok
cl-ai-project/cl-mcp 84 Claude Code, Codex, OpenCode 5 1,901 tok
Asklear/Klear-Team-Brain Turn your team's AI coding sessions, GitHub code, and docs into one shared, searchable mem 84 Codex, OpenCode 1 226 tok
jmrplens/TFG-TFM_EPS jmrp.io Plantilla LaTeX para la elaboración de TFG y TFM en la Escuela Politécnica Superior de la 84 Claude Code, Codex, GitHub Copilot, OpenCode 3 11,314 tok
fitlab-ai/agent-infra Collaboration infrastructure for AI coding agents | Collaboration infrastructure for AI co 84 Claude Code, Codex, OpenCode 80 3,130 tok
lirantal/ls-mcp List MCP Server configurations in your system used by AI applications like Cursor, Claude 84 Codex, OpenCode 1 357 tok
nikhilvallishayee/universal-pattern-space patternspace.ai Pattern Space: Where Minds Dance Together 84 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,156 tok
vantage-sh/vantage-mcp-server vantage.sh MCP Server to fetch costs and usage data from your Vantage account. 84 Claude Code, Codex, OpenCode 3 1,411 tok
joelhooks/pi-tools 🔧 Power tools for pi — repo autopsy, tsgo LSP, codex background loops, session reader, an 84 Claude Code, Codex, OpenCode 2 388 tok
FlorianBruniaux/starmapper starmapper.bruniaux.com Paste a GitHub repo URL and see where your stargazers live on an interactive world map. Fr 84 Claude Code, Codex, OpenCode 54 5,023 tok
Dais-Project/Dais Your Desktop AI Staffs. 84 Codex, OpenCode 1 5,445 tok
shyftlabs/continuum docs.continuum.shyftlabs.io Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship. 84 Claude Code, Codex, OpenCode 13 6,521 tok
hoangsonww/AI-Agents-Orchestrator hoangsonww.github.io 🪈 Intelligent orchestration system that coordinates multiple AI coding assistants (Claude 84 Claude Code, Codex, OpenCode 19 1,736 tok
andrewstellman/quality-playbook The Quality Playbook is an open-source skill that turns AI coding agents into rigorous qua 84 Codex, OpenCode 1 9,416 tok
Humblytics/humblytics-marketing-skills Hosted MCP server and 12 marketing skills for Claude and Codex. Give your agent live web a 84 Codex, OpenCode 1 973 tok
longsizhuo/openInvest openinvest.involutionhell.com Research-grade investment decision engine for AI agents: isolated multi-agent committee, a 84 Claude Code, Codex, OpenCode 2 4,594 tok
Grant-leo/word_chat 84 Claude Code, Codex, OpenCode 3 16,807 tok
cloudmanic/spice-edit spice-edit.com An opinionated mouse-focused terminal editor. 84 Claude Code, Codex, OpenCode 3 2,655 tok
branchbox/branchbox branchbox.dev Parallel, isolated dev environments for humans and AI coding agents. Real containers. Real 84 Claude Code, Codex, OpenCode 3 7,967 tok
hamzafarooq/multi-agent-course 84 Claude Code, Codex, OpenCode 3 2,340 tok
Lawofall/AgentCore fashitianxia.xyz Multi-Agent AI workspace (AgentCore) — genuine Agent team collaboration, not task delegati 84 Codex, OpenCode 1 780 tok
allocnode/oh-my-sage 🛠️ Geek Edition Mi Home Automation AI Agent (SKILL & MCP)—create complex automation rules 84 Claude Code, Codex, OpenCode 2 1,018 tok
diodeme/Gold-Band Desktop app for harness engineering, loop engineering, graph engineering—and whatever come 84 Claude Code, Codex, OpenCode 33 3,084 tok
Automaat/lightroom-mcp MCP server for Adobe Lightroom Classic 84 Claude Code, Codex, OpenCode 2 1,372 tok
keyline-icons/keyline-icons keylineicons.com Free MIT icons on one 24×24 grid, in stroke, duotone and fill. Built for shadcn/ui. 84 Codex, OpenCode 1 1,495 tok
sysevol-ai/CodeNib codenib.ai A multi-view data system for serving repository context to coding agents. 84 Claude Code, Codex, OpenCode 2 2,803 tok
ferdousbhai/tasty-agent Let Claude manage your tastytrade portfolio. 84 Claude Code, Codex, OpenCode 2 371 tok
hulunote/hulunote hulunote.top AI + Note Hippocampus — Your second brain, powered by AI 84 Codex, OpenCode 1 883 tok
baimard/gestion baimard.github.io 84 Codex, OpenCode 1 65 tok
bcgov/bc-wallet-mobile BC Wallet to hold Verifiable Credentials 84 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,103 tok
BARMPlus/locklens Audit npm, Yarn, and pnpm lockFiles as both an MCP server and a CLI tool. 83 Codex, OpenCode 1 2,164 tok
sandst1/remind sandst1.github.io A memory layer for AI Agents 83 Claude Code, Codex, OpenCode 6 3,153 tok
YanpengQi7/ai-reliability-copilot ai-reliability-copilot.vercel.app Turn a production incident into a structured 9-section LLM response (severity, root cause, 83 Claude Code, Codex, OpenCode 2 4,498 tok