How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
facebook/agentic-tools Agentic tools plugin and skills 6 Claude Code, Codex, OpenCode 2 2,010 tok
AndreVianna/aid-methodology AID — AI-Integrated Development: A complete methodology for human-AI collaborative softwar 6 Claude Code, Codex, OpenCode 3 3,024 tok
ANcpLua/ancplua-claude-plugins Marketplace of opinionated Claude Code Plugins 6 Claude Code, GitHub Copilot 2 4,521 tok
dmythro/agent-skills dmythro.com Agent skills for OpenCode, Claude Code and other AI agents 6 Claude Code, Codex, OpenCode 2 1,494 tok
hangx969/learning-notes A repository of knowledge base covering Kubernetes, cloud-native technologies and more. 6 Claude Code, Codex, OpenCode 2 4,620 tok
vibeforge1111/spark-cli Local installer and operator CLI for the Spark module ecosystem 6 Claude Code, Codex, OpenCode 2 3,565 tok
Alice-space/alice alice-space.github.io AI Local Interactive Cross-device Engine. Same AI session, anywhere. Terminal ↔ Feishu for 6 Claude Code, Codex, OpenCode 3 1,485 tok
luckeyfaraday/OpenGolem opengolem.netlify.app OpenGolem is an open-source desktop AI coding agent and Claude Cowork alternative for Wind 6 Claude Code 5
flitzrrr/frontend-design-skills Opinionated web design skills from curated sources — one install, every major AI coding to 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,588 tok
mpolatcan/codehub Tauri desktop app for managing multiple AI coding agent CLIs (Claude Code, Codex, Antigrav 6 Claude Code, Codex 5 8,719 tok
arch2code/arch2code Architecture specification and generators 6 Claude Code, Codex, OpenCode 2 1,897 tok
atheurer/agentic-perf Multi-agent system for autonomous performance testing 6 Claude Code, Codex, Gemini CLI, OpenCode 3 3,152 tok
Jcstack/ashare-ai-analyst LLM-powered A-share (Chinese stock) market analysis platform — technical analysis, predict 6 Claude Code 5 966 tok
yusufkaraaslan/tote Tote — one window for all your LLMs. Web apps, native apps and CLI agents (Claude Code, Co 6 Claude Code, Codex, OpenCode 2 11,738 tok
zach-source/mcp-rust-proxy A fast and efficient Model Context Protocol (MCP) proxy server written in Rust with connec 6 Claude Code 2 3,279 tok
mozilla/blender mozilla.github.io 6 Claude Code, Codex, GitHub Copilot, OpenCode 4 319 tok
S1M0N38/pi-voice npmjs.com Give voice to your Pi agent 🗣️ 6 Claude Code, Codex, OpenCode 4 1,708 tok
tamirdresher/squad-for-kids Squad for Kids — AI-powered personalized learning teams for children. 6 Claude Code, Codex, GitHub Copilot 14 520 tok
warpdotdev/oz_workspace_agent 6 Claude Code, Codex, OpenCode 4 254 tok
LostBeard/SpawnDev.AI lostbeard.github.io Run and serve local LLMs everywhere .NET runs - desktop and the browser - on the SpawnDev. 6 Claude Code 1 1,405 tok
nbaertsch/Mythic-MCP 6 Claude Code 4
apelogic-ai/db-mcp db-mcp is a desktop MCP server that connects Claude to databases and continuously improves 6 Claude Code, Codex, OpenCode 4 5,094 tok
danielrosehill/AI-Decision-Eval-Projects Resource list of AI projects focused on exploring AI as a tool for enhanced decision-makin 6 Claude Code 1 146 tok
sawakso/fbs-bookwriter-lrz A high-quality long-form document manuscript toolchain | End-to-end workflow for high-qual 6 Claude Code 6
RealAdarsh/jj-skill Cross-agent Jujutsu (jj) workflow skill for coding agents (Codex, Claude, Gemini, and AGEN 6 Claude Code, Codex, Gemini CLI, OpenCode 3 312 tok
canonical/use-workshop-skill Agentic skill to use Workshop. 6 Claude Code 3
LetsConstructIT/tekla-templates Generate, validate and preview Tekla Structures report (.rpt) and drawing (.tpl) templates 6 Claude Code 1
johngraff512/mccombs-ai-skills Repository for Claude and ChatGPT skills for use by faculty 6 Claude Code 1 2,638 tok
svdwalt007/Best-IoT-Protocols-Skills 6 Claude Code 1 219 tok
flipt-io/mcp-server-flipt npmjs.com 6 Claude Code, Codex, OpenCode 3 1,802 tok
aranjan/kite-mcp MCP server for Zerodha Kite -- trade Indian stocks via any MCP-compatible AI assistant 6 Claude Code 1 2,140 tok
dl4rce/flaiwheel MCP Docs Vector - Documentation vectorization and search via MCP 6 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,983 tok
Xeebs/grimoire A curated collection of high-quality AI skills for Finance, Legal, and Consulting professi 6 Claude Code 2 1,362 tok
zhoushoujianwork/clawflow clawflow.daboluo.cc Coding as a Service. 6 Claude Code 2 3,452 tok
robomoto/agent-system A framework for building specialist Claude agents that delegate work through a team lead, 6 Claude Code 44 2,933 tok
SafetyMP/Autonomous-EHS-Management autonomous-ehs-management.vercel.app Self-hosted EHS console: incidents, CAPA, audits, and TRIR-style metrics in PostgreSQL. Op 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 21 1,577 tok
PinataCloud/agent-templates Central repository for Pinata agent template examples 6 Claude Code, Codex, OpenCode 2 761 tok
JamsusMaximus/agent-foundations-starter Starter folder for the Agent Accelerator chapter 1. Clone, open in Cowork or a coding agen 6 Claude Code 1 255 tok
Comfy-Org/github-workflows Shared reusable GitHub Actions workflows for Comfy-Org 6 Claude Code, Codex, OpenCode 2 2,910 tok
alohays/paper2pr AI/ML Paper → Presentation-ready Beamer + Quarto slides via Claude Code multi-agent workfl 6 Claude Code, Codex, OpenCode 24 9,688 tok
arnobt78/RAG-PDF-Chat-Multi-Agent-Pipeline--Python-React-FullStack pdf-chat-scrapper.vercel.app A full-stack RAG demo you can run locally or deploy to a VPS: upload a PDF, build a per-br 6 Claude Code, Codex, OpenCode 2 671 tok
Nigelw/Takes takes.nigelwarren.com A beautiful macOS app for comparing multiple versions of audio tracks. 6 Claude Code, Codex, OpenCode 4 2,627 tok
Hypercart-Dev-Tools/AI-DDTK-Fix-Iterate-Loop fixiterateloop.com Fix Iterate Loop - WP 6 Claude Code, Codex, OpenCode 2 6,115 tok
duyet/oma oma.duyet.net Open Managed Agents and self-hosted Claude Tag-style agent runtime. Drop-in compatible; ru 6 Claude Code, Codex, Cursor, OpenCode 6 29,803 tok
hgaddipati1118/slop-index The Slop Index: a benchmark ranking frontier LLMs by how much AI slop their writing contai 6 Claude Code, Codex, OpenCode 2 1,981 tok
andersonlemesc/Oryntra Open-source LLM agent platform for Chatwoot — Laravel 13 + Filament + Python/LangGraph 6 Claude Code, Codex, Gemini CLI, OpenCode 15 7,698 tok
maelrx/Zugzwang Pushing general-purpose LLMs to their chess limits — no fine-tuning, no specialized models 6 Claude Code, Codex, OpenCode 21 1,161 tok
cihuyyama/marionette Thin Rust OpenAI-compatible proxy pool (grok-cli + qoder) with React admin dashboard 6 Claude Code, Codex, OpenCode 2 8,977 tok
PyTorchKR/terms-kr terms.kr [WIP] AI/ML glossary (terms.kr) by the PyTorch Korean User Group (PyTorchKR) 6 Claude Code, Codex, OpenCode 3 1,243 tok
sima-neat/core developer.sima.ai SiMa.ai Palette Neat Library 6 Claude Code, Codex, OpenCode 3 3,958 tok