How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
Traves-Theberge/Orchestra Orchestra is a desktop development workspace that integrates AI coding agents with project 25 Claude Code, Codex, OpenCode 14 3,118 tok
justinmichaelvieira/ezdmb A dead-simple digital menu board display and configuration, written in Python. 25 GitHub Copilot 1 1,301 tok
feizhen/vibe_coding_pro 25 Claude Code 3 1,433 tok
cyberAlchemyAI/Arcanum A repository of Sigils: standardized modules for agentic intelligence and system automatio 24 Claude Code, Codex, GitHub Copilot, OpenCode 70 527 tok
robonuggets/agentic-ai-starter-kit Beginner-friendly setup for Claude Code and other agentic AI tools. Personalised CLAUDE.md 24 Claude Code 1 —
herry2059/project-os-for-codex Open-source control plane for Codex projects: Git-backed context, visible agent progress, 24 Codex, OpenCode 1 656 tok
mirror29/openfinclaw-cli hub.openfinclaw.ai One-stop quant-trading AI agent — research · strategy · backtest · paper trade from one pr 24 Claude Code 1 3,441 tok
Zulut30/Wordpress-skills Professional Agent Skill for building, auditing, testing, and releasing modern WordPress p 24 Codex, OpenCode 1 638 tok
khadinakbarlabs/ai-brand-monitor-mcp apify.com Track brand mentions across Perplexity, ChatGPT, Claude & Gemini AI search inside any MCP 24 Claude Code 1 1,254 tok
internetworklab/cloudping ping2.sh Simple web-based ping & traceroute 24 Claude Code, Codex, OpenCode 2 769 tok
thoreinstein/gemini-notifier A Gemini CLI extension to send system notifications when Gemini needs permissions 24 Gemini CLI 1 370 tok
jim-at-jibba/nvim-stride 24 Claude Code, Codex, OpenCode 4 1,424 tok
Koomook/claude-skill-youtube-kr-subtitle Claude Code skill for automatically adding Korean subtitles to YouTube videos with context 24 Claude Code 1 352 tok
andyzengmath/quantum-loop Spec-driven autonomous development loop for Claude Code. Combines structured PRD generatio 24 Claude Code 1 6,660 tok
connerohnesorge/claude-agent-sdk-go Claude agent sdk for Go(lang) 24 Claude Code, Codex, Cursor, OpenCode 22 6,267 tok
zain-23/local-vault local-vault.dev Encrypted peer to peer secret manager. Sync .env secret between dev machines - your secret 24 Claude Code 4 —
tsouth89/ceiling ceiling.win A focused Windows AI capacity monitor for Codex, Claude, Cursor, Grok, Gemini, OpenCode, a 24 Codex, OpenCode 1 1,586 tok
Giancarlos/guardrails Supercharge your AI coding agent by defining tasks upfront — working with the model refine 24 Claude Code 4 1,256 tok
NotMyself/new-windows-dev-pc A comprehensive Windows developer setup automation repository with PowerShell 7+, Windows 24 Claude Code 1 1,262 tok
rmzi/portable-dev-system We heard you like harnesses, so we built a harness for your harness, so you can harness wh 24 Claude Code 2 2,036 tok
windagency/valora.ai VALORA is a control layer for AI-assisted software development 24 Codex, OpenCode 1 863 tok
praveenjuge/teak teakvault.com Your personal knowledge hub for collecting, remembering, and rediscovering ideas - one-cli 24 Claude Code, Codex, OpenCode 28 1,630 tok
lalitmee/codecompanion-spinners.nvim Beautiful, configurable status spinners for codecompanion.nvim 24 Gemini CLI 1 6,414 tok
crystian/skills Open collection of AI agent skills — reusable, framework-agnostic SKILL.md packages for Cl 24 Claude Code 1 1,600 tok
kychee-com/run402 run402.com Full-stack backend infrastructure for AI agents: Postgres, auth, storage, serverless funct 24 Claude Code, Codex, OpenCode 2 22,581 tok
iam-xiaofeng/SlotFlow Local-first, extensible AI agent workspace — FastAPI + Next.js + LangGraph, with skills, M 24 Claude Code, Codex, OpenCode 2 16,028 tok
dicnunz/codex-mission-control dicnunz.github.io Local Codex session coordination on macOS with project discovery, cooperative locks, and a 24 Codex, OpenCode 1 209 tok
tobyilee/toby-plugins Toby's personal Claude Code plugin toolkit: code analysis, TDD, Spring scaffolding, PRD ge 24 Claude Code 2 200 tok
muggl3mind/career-manager 24 Claude Code, Codex, OpenCode 3 464 tok
blinkz-ai/pixel-council A Claude Code skill that summons the design wisdom of Apple, Google, and more to produce p 24 Claude Code 1 1,562 tok
jimhester/dotfiles 24 Claude Code 1 —
smorinlabs/py-launch-blueprint A Production-Ready Python Project Template with Integrated Best Practices 24 Claude Code, Codex, OpenCode 3 3,893 tok
tortastudios/sentry-instrumentation tortastudios.com Sentry instrumentation skill for system-behavior tracking 24 Codex, OpenCode 1 1,038 tok
ooloth/dotfiles My macOS development environment, including the agent skills and workflows I use for softw 24 Claude Code 4 1,255 tok
yantrikos/yantrikdb-mcp yantrikdb.com Persistent cognitive memory for AI agents — drop-in MCP server for Claude Code, Cursor, an 24 Codex, OpenCode 1 410 tok
aixier/AI_Terminal 🚀 Claude Code API | CLI to API Platform | Transform Claude CLI, Gemini CLI, Cursor CLI in 24 GitHub Copilot 1 3,461 tok
yves-s/just-ship just-ship.io Portable multi-agent framework for autonomous software development with Claude Code 24 Claude Code 8 1,655 tok
199-mcp/mcp-limitless npmjs.com Advanced MCP Server with AI-powered Limitless API features: natural time queries, meeting 24 Claude Code 1 788 tok
thapaliyabikendra/ai-artifacts 24 Claude Code 5 2,271 tok
heimanba/claw-switch All-in-One Manager for OpenClaw 24 Cursor 3 —
streamnative/streamnative-mcp-server Developer-friendly MCP server bridging Kafka and Pulsar protocols—built with ❤️ by StreamN 24 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,643 tok
DimonSmart/NugetMcpServer .NET MCP server that gives LLMs real NuGet API metadata to reduce hallucinations 24 GitHub Copilot 1 348 tok
leonardsellem/readwise-vector-db Turn your Readwise library into a blazing-fast, self-hosted semantic search engine – compl 24 Claude Code, Codex, OpenCode 2 5,968 tok
JosephOIbrahim/Comfy-Cozy Say 'dreamier' and your ComfyUI workflow shifts — instantly, reversibly. An AI co-pilot fo 24 Claude Code 17 6,137 tok
namastexlabs/automagik-hive deepwiki.com 24 Claude Code, Codex, OpenCode 17 7,673 tok
edgeandnode/ampersend-sdk Tooling for building applications with x402 payment capabilities. Supports buyer and selle 24 Claude Code 1 1,633 tok
mradovic95/code-pet 24 Claude Code 1 8,308 tok
Quantum3-Labs/ARBuilder arbuilder.app AI-powered code generator for Arbitrum Stylus, SDK bridging, dApps & Orbit chains — 19 MCP 24 Claude Code, Cursor 2 6,439 tok
shinerio/SkillFlow Master once, apply everywhere 24 Claude Code, Codex, OpenCode 2 4,747 tok
DFilipeS/praxis A portable AI-assisted development workflow. Brainstorm, plan, implement, review, and lear 24 Codex, OpenCode 1 1,265 tok