How real projects configure their agents

44,817 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
mixpeek/amux amux.io The agent control plane: run Claude Code, Codex and Gemini CLI agents in parallel with a s 554 Claude Code, Codex, Gemini CLI, OpenCode 18 1,735 tok
irockel/tda irockel.github.io TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or use it as M 553 Claude Code, Codex, GitHub Copilot 2 441 tok
mozilla/firefox-devtools-mcp Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and 553 Claude Code, Codex, OpenCode 3 348 tok
caura-ai/caura caura.ai Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi- 552 Claude Code 2 —
evolution-foundation/evo-nexus openclaude.evolutionfoundation.com.br The open source operating system for AI-powered businesses 552 Claude Code 5 —
tarampampam/webhook-tester wh.tarampamp.am 🔭 Powerful tool for testing WebHooks and more 552 Codex, GitHub Copilot, OpenCode 2 1,462 tok
liseami/ChunUI Define your palette. Ship the same texture. — Monochrome-quality SwiftUI design system ext 552 Claude Code 1 1,590 tok
arlanrakh/talk-to-girlfriend-ai im busy building ai agents so why not let an ai talk to my girlfriend? (i am single) 551 Claude Code 1 645 tok
mco-org/mco CLI-first orchestration for AI coding agents: run selected agents and models in parallel, 550 Claude Code, Codex, OpenCode 2 5,782 tok
Hainrixz/whatsapp-agentkit hainrixz.github.io Construye tu agente de WhatsApp con IA en menos de 30 minutos. Claude Code te entrevista y 550 Claude Code 2 19,126 tok
ai-driven-dev/framework ai-driven-dev.fr Marketplace Framework AI-Driven Dev : Context Engineering, Plugins, Agents, Skills, Hooks, 550 Claude Code, Codex, OpenCode 5 1,893 tok
ratel-ai/ratel ratel.sh Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory 550 Claude Code, Codex, OpenCode 2 1,079 tok
chattymin/PokeTokenBar chattymin.github.io Use your tokens to raise, evolve, and collect Pokémon! 🥚 550 Claude Code, Codex, OpenCode 3 2,685 tok
openshift/hypershift hypershift.pages.dev Hyperscale OpenShift - clusters with hosted control planes 550 Claude Code, Codex, Gemini CLI, OpenCode 30 1,224 tok
thiswillbeyourgithub/wdoc wdoc.readthedocs.io Summarize and query from a lot of heterogeneous documents. Any LLM provider, any filetype, 549 Claude Code 1 2,156 tok
InvadingOctopus/comedot store.godotengine.org Godot template and component-based framework for 2D games. 549 Codex, OpenCode 1 3,289 tok
Masriyan/Claude-Code-CyberSecurity-Skill security-life.org 22 production-quality Claude Code Skills for cybersecurity professionals , covering offens 549 Claude Code 1 1,169 tok
Lumen-Labs/brainapi2 brainapi.lumen-labs.ai BrainAPI is a knowledge graph–powered AI memory layer that transforms unstructured data in 549 Claude Code, Codex, OpenCode 2 53 tok
backblaze-labs/genblaze backblaze.com Genblaze is an open source Python SDK for orchestrating generative AI media pipelines acro 548 Claude Code, Codex, OpenCode 10 1,297 tok
rebornix/Agmente iOS client for coding agents via ACP or Codex app-server 548 Claude Code, Codex 8 664 tok
Lifecycle-Innovations-Limited/claude-ops Business operating system for Claude Code — 57 skills, 21 agents, smart daemon. Unified in 548 Claude Code, Codex, OpenCode 2 322 tok
echoVic/boss-skill Boss Skill - BMAD fully automated R&D pipeline (multi-Agent orchestration) 547 Claude Code 9 —
HarnessLab/claw-code-agent Claw Code No Rust No TypeScript Only Python. Easy to work with. Fast to iterate. 🔥 Zero 547 Claude Code 1 522 tok
sosoj92/jarvis-assistant-vocal Assistant vocal local en francais : Claude ou Ollama (offline), domotique Hue, OBS, agenda 547 Claude Code 1 1,730 tok
detailobsessed/awesome-devin detailobsessed.github.io A collection of awesome resources for working with the Windsurf code editor 547 Windsurf 1 389 tok
ArtemXTech/personal-os-skills lab.artemzhutov.com Claude Code skills for Obsidian | Claude Code x Obsidian Lab, 4 weeks live, starts Nov 10 546 Claude Code 1 449 tok
ankimcp/anki-mcp-server ankimcp.ai A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, th 546 Claude Code 1 6,150 tok
okasi/bot-signal okasi.github.io TypeScript bot detection: catch WebDriver, headless Chrome, Playwright/Puppeteer, robotic 545 Codex, OpenCode 1 2,817 tok
steveclarke/real-world-rails 200+ production open source Rails apps & engines in one repo. Search across real codebases 544 Claude Code 1 270 tok
shivprime94/file-itr 544 Claude Code, Codex, OpenCode 2 539 tok
snarktank/compound-product A self-improving product system that reads reports, identifies priorities, and autonomousl 543 Codex, OpenCode 1 897 tok
hmlongco/Navigator Advanced Navigation Support for SwiftUI. 543 Claude Code 2 635 tok
esbmc/esbmc esbmc.org The efficient SMT-based context-bounded model checker (ESBMC) 543 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,525 tok
Kohaku-Lab/KohakuTerrarium terrarium.kohaku-lab.org KohakuTerrarium is a general-purpose AI agent framework and batteries-included app for bui 543 Claude Code, Codex, OpenCode 2 18,020 tok
ianlkl11234s/mini-taiwan-pulse 543 Claude Code, Codex, OpenCode 17 3,563 tok
TheOrcDev/videorc videorc.com Open-source multistream studio and screen recorder for Mac: go live on 6+ platforms free, 543 Claude Code, Codex, OpenCode 9 5,090 tok
me2resh/apexyard apexyard.ai Your AI engineering org, governed. Ship agent-built code safely to production. 542 Claude Code, Codex, OpenCode 8 9,856 tok
kesslernity/awesome-copilot-studio-agents kesslernity.com 103 paste-ready declarative agents for Microsoft 365 Copilot. No coding. No Azure. Deploy 542 Codex, OpenCode 1 9,078 tok
UI5/webcomponents-react ui5.github.io A wrapper implementation for React of the UI5 Web Components that are compliant with the S 542 Claude Code 1 3,445 tok
ioniks/MarkdownTaskManager Local-first Kanban task manager 540 Claude Code 1 —
bahayonghang/academic-writing-skills bahayonghang.github.io AI-powered post-writing toolkit for academic papers — format validation, grammar/style pol 540 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,930 tok
mit-han-lab/KernelWiki 540 Claude Code 1 1,556 tok
kitlangton/stack 540 Claude Code, Codex, OpenCode 2 1,111 tok
Ramilito/kubectl.nvim ⎈ Streamline your Kubernetes management within Neovim—control and monitor your cluster sea 540 Claude Code, Codex, OpenCode 15 1,767 tok
vibeeval/vibecosystem Profile-based coding runtime for Claude Code and Codex. Lean core; opt-in quality, context 539 Codex, OpenCode 1 241 tok
gitmono-dev/mega gitmega.ai Mega is an open-source implementation of Google Piper — a Git-compatible monorepo engine b 539 GitHub Copilot 1 1,330 tok
rylena/sshdesk A full interactive remote desktop delivered entirely through SSH and displayed directly in 539 Codex, OpenCode 1 410 tok
truecourse-ai/truecourse truecourse.dev Turns the documentation you already write into tests that run. A failing test means your p 538 Claude Code, Codex, OpenCode 2 1,494 tok
davidondrej/jailbreak-autoresearch We shall set the models free. 538 Codex, OpenCode 1 239 tok
heygen-com/skills developers.heygen.com HeyGen AI agent skills — avatar creation and video production via the v3 Video Agent pipel 538 Claude Code 1 2,095 tok