How real projects configure their agents

43,579 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
kevinelliott/agentpipe agentpipe.ai A CLI/TUI app that orchestrates multi-agent conversations by enabling different AI CLI too 148 Claude Code 1 2,572 tok
Cranot/agi-in-md Cognitive prisms for structural analysis — any domain, any model. 1000+ experiments, 58 pr 148 Claude Code 1 14,532 tok
oaustegard/claude-skills austegard.com My collection of Claude skills 148 Claude Code, Codex, OpenCode 4 7,238 tok
digitalocean/sea-notes-saas-starter-kit A production-ready Next.js SaaS notes starter kit on DigitalOcean App Platform — includes 148 Claude Code 1 829 tok
Chat2AnyLLM/awesome-claude-skills chat2anyllm.github.io A curated list of awesome claude skills 148 Claude Code 1 40 tok
richlander/dotnet-inspect Tool to inspect .NET assets, like docker inspect and kubectl describe. 148 Claude Code, Codex, GitHub Copilot, OpenCode 7 8,535 tok
roychri/mcp-server-asana 148 Claude Code 1 1,435 tok
lanbaoshen/mcp-jenkins pypi.org The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins wit 148 Codex, OpenCode 1 856 tok
frozenpepper/deepseek-and-destroy 148 Claude Code 1 363 tok
orailnoor/orailnoor-CloudBot-Termux 148 Codex, OpenCode 1 643 tok
wsshow/feikong-teams fkteams.wsshow.top A multi-agent collaborative AI assistant with command-line and web interfaces, offering te 148 Codex, OpenCode 1 2,729 tok
agenticros/agenticros agenticros.com ROS plugin for OpenClaw, Claude (Code,Desktop,Dispatch), Codex, Google Gemini, Hermes, MCP 148 Claude Code, Codex, OpenCode 2 8,023 tok
cyanheads/pubmed-mcp-server npmjs.com Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, Me 148 Claude Code, Codex, OpenCode 2 14,246 tok
AgriciDaniel/claude-repurpose agricidaniel.com Content Repurposing Engine for Claude Code. Turn 1 piece of content into 10+ platform-opti 148 Claude Code 1 1,283 tok
alpacahq/alpaca-skills app.alpaca.markets Agent skills for Alpaca's Trading API and Broker API: drop-in SKILL.md files for AI coding 148 Codex, OpenCode 1 420 tok
farukkamcici/mectrics mectrics.app A lightweight, private system monitor that lives in your macOS menu bar. CPU, memory, batt 148 Claude Code, Codex, OpenCode 2 5,006 tok
maplibre/maplibre-agent-skills Community-maintained agent skills for MapLibre GL JS — helping AI coding assistants write 148 Codex, OpenCode 1 1,218 tok
redis/agent-skills redis.io Redis' official collection of agent skills 148 Claude Code, Codex, OpenCode 2 1,701 tok
Curiosity-Ai-BV/localOCR Using Gemma-4 Vision, Gemma-3 Vision, Llama 3.2 and more 148 Codex, Gemini CLI, OpenCode 2 1,333 tok
AnkitClassicVision/Claude-Code-Deep-Research claude-code-deep-research.vercel.app I created a claude code deep researcher that seems to work better than the current deep re 147 Claude Code, Codex, Gemini CLI, OpenCode 3 4,879 tok
zhnd/lumo Local-first dashboard for observing Claude Code usage, cost, sessions, and time. 147 Claude Code 1 3,048 tok
tacticlaunch/mcp-linear MCP server that enables AI assistants to interact with Linear project management system th 147 Claude Code, Codex, GitHub Copilot, OpenCode 14 1,420 tok
mwangli/stock-trading 124.220.36.95 Backend project for an AI small-model automated stock trading system, using the DL4J frame 147 Claude Code, Codex, OpenCode 17 6,247 tok
dbreunig/plumb dbreunig.com A tool for keeping things true. 147 Claude Code 2 300 tok
c4pt0r/pie Rust port of the pi agent harness — coding agent + LLM runtime stack 147 Claude Code, Codex, OpenCode 2 2,768 tok
undeadlist/claude-code-agents Claude Code Agents Prompt templates for Claude Code's subagent system. Run parallel code a 147 Claude Code 1 1,462 tok
Hermsi1337/docker-ark-server hub.docker.com Dockerize your ARK server - configurable via env 147 Claude Code, Codex, OpenCode 2 3,256 tok
GGPrompts/TabzChrome Chrome extension for managing tmux sessions in a persistent sidebar 147 Claude Code, Codex, OpenCode 11 2,551 tok
maxvaega/skillkit Implementing Skills functionality for your agents 147 Claude Code 1 4,749 tok
leisurehuang/Leplayer A polished media player for Apple TV that brings IPTV live TV, cloud drives, and WebDAV/FT 147 Claude Code, Codex, OpenCode 2 4,171 tok
alex-on-ai/WebReaper webreaper.ai AI-native web scraper. Single binary with a bundled Claude Code skill. MIT-licensed altern 147 Claude Code, Codex 15 8,301 tok
MJbae/awesome-novel-studio mjbae.github.io AI Web Novel Creation Harness — A Claude Code Plugin 147 Claude Code 1
cmb211087/azure-diagrams-skill linkedin.com Generate professional technical diagrams with AI - Azure architecture (800+ icons), ERDs, 147 Codex, OpenCode 1 699 tok
Verified-zkEVM/VCVio A Lean library for machine-checked cryptographic proofs. 147 Claude Code, Codex, OpenCode 2 6,550 tok
chyinan/Kokoro-Engine Cross-platform virtual character immersive interaction engine 147 Claude Code, Codex, OpenCode 2 5,882 tok
arcboxlabs/linkcode linkcode.ai Open-source alternative to Codex App / Workbuddy, supporting Codex, Claude Code, OpenCode, 147 Claude Code, Codex, OpenCode 19 5,167 tok
bitwarden/ai-plugins AI plugin marketplace. 147 Claude Code 1
pstrzalk/mcp-on-rails A Rails application template for bootstrapping Rails + MCP applications 147 Claude Code 1 1,930 tok
code-a2z/code-a2z code-a2z.vercel.app A collaborative platform for developers & learners to explore, build, and contribute to We 147 GitHub Copilot 1 2,924 tok
agentfront/frontmcp docs.agentfront.dev TypeScript-first framework for the Model Context Protocol (MCP). You write clean, typed co 146 Claude Code, Codex, OpenCode 2 6,238 tok
systemcrash92/DogSprite dogsprite.org 146 Claude Code 3
KryptosAI/mcp-observatory CI-native security testing for MCP servers. Attack simulation, schema drift detection, and 146 Codex, OpenCode 1 524 tok
claude-php/Claude-PHP-SDK dalehurley.com PHP SDK for Claude - Provides complete 1-for-1 functionality of the Official Python SDK 146 GitHub Copilot 1 3,375 tok
calf-ai/calfkit-sdk 🐮 Build distributed, event-driven agents 146 Claude Code, Codex 7
alfredolopez80/multi-agent-ralph-loop Autonomous orchestration framework for Claude Code with MemPalace-inspired memory (4-layer 146 Claude Code, Codex, OpenCode 2 2,018 tok
parcadei/ouros A sandboxed Python runtime for AI agents, written in Rust. 146 Claude Code 1 5,555 tok
GabrielMartinMoran/mind Mind is an automated memory layer for AI workflows. Say goodbye to your agents amnesia! 146 Claude Code, Codex, OpenCode 6 12,783 tok
rockorager/zigdoc A command-line tool to view documentation for Zig standard library symbols 146 Codex, OpenCode 1 1,501 tok
gdarko/laravel-vue-starter AI-native Laravel/Vue boilerplate. Tailwind + DaisyUI, Sanctum, Fortify, Pinia. Built-in a 146 Claude Code, Codex, Gemini CLI, OpenCode 3 5,810 tok
vaibhavarora14/job-application-agent jobappagent.com Privacy-first job Agent Skill for Claude/Cursor/Codex: verified facts only, OS secrets, co 146 Codex, OpenCode 1 137 tok