How real projects configure their agents

32,436 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
nrslib/takt TAKT Agent Koordination Topology - Define how AI agents coordinate, where humans intervene 1,435 Claude Code, Codex, OpenCode 2 4,804 tok
CloudAI-X/claude-workflow-v2 Universal Claude Code workflow plugin with agents, skills, hooks, and commands 1,424 Claude Code 1 1,376 tok
yohey-w/multi-agent-shogun Samurai-inspired multi-agent system for Claude Code. Orchestrate parallel AI tasks via tmu 1,422 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 17 15,149 tok
paradigmxyz/centaur centaur.run Centaur is frontier, agentic infrastructure that you own. Centaur is like Claude Tag, but 1,422 Claude Code, Codex, OpenCode 14 1,919 tok
hesamsheikh/octogent A thin orchestration dashboard over Claude Code for managing context, automation, and deve 1,421 Claude Code, Codex, OpenCode 2 986 tok
alibaba/skill-up alibaba.github.io An evaluation and evolution tool for Agent Skills. 1,420 Claude Code, Codex, OpenCode 2 2,493 tok
GanyuanRan/Aegis autoloom.codes Make AI coding agents architecture-aware: baseline-first, evidence-verified, drift-checked 1,419 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,954 tok
nrwl/nx-console nx.dev Nx Console is the user interface for Nx & Lerna. 1,415 Claude Code, Codex, Cursor, OpenCode 12 1,370 tok
cloudposse/atmos atmos.tools 👽 Terraform Orchestration Tool for DevOps. Keep environment configuration DRY with hierar 1,413 Claude Code 57 6,231 tok
cccyd2003-qwq/pinkbin Scan disks · Understand them · Delete files. Disk scanning and cleanup Agent (Tauri 2 + Re 1,410 Claude Code 4 1,397 tok
EvanBacon/expo-apple-targets Config Plugin to setup Apple targets 1,408 Claude Code 1 1,964 tok
mit-han-lab/kernel-design-agents Kernel Design Agents (KDA) is a agent-centric workflow to write high-performance CUDA Kern 1,406 Claude Code 1 319 tok
ChiChou/grapefruit codecolor.ist Open-source mobile security testing suite for iOS and Android. Previously Passionfruit 1,404 Claude Code, Codex, OpenCode 2 440 tok
justrach/codedb codegraff.com Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, se 1,401 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,709 tok
Gimanh/taskview-community taskview.tech TaskView is a self-hosted project and task management platform focused on clarity, ownersh 1,399 Claude Code 1 —
nateherkai/hyperframes-student-kit Edit videos, reels, and YouTube Shorts with Codex or Claude Code. 14 skills, transcript-dr 1,399 Claude Code, Codex, OpenCode 2 2,582 tok
coollabsio/jean jean.build A dev environment for AI agents. 1,397 Claude Code, Codex, Gemini CLI, OpenCode 9 7,743 tok
m0n0x41d/haft haft.tools Engineering decisions engine that know when they're stale. Frame, compare, decide — with e 1,395 Claude Code, Codex, OpenCode 2 10,802 tok
elirantutia/vibeyard The IDE built for AI coding agents. 1,394 Claude Code 6 10,326 tok
omicverse/omicverse omicverse.readthedocs.io A python library for multi omics included bulk, single cell and spatial RNA-seq analysis. 1,394 Claude Code 31 —
cosmtrek/mindwalk A visualization tool that replays coding-agent sessions on a 3D map of your codebase. 1,392 Claude Code, Codex, OpenCode 3 881 tok
Team-Commonly/commonly commonly.me One pod for your team and the agents each of you runs: your own Claude Code, or a hosted a 1,389 Claude Code, Codex, OpenCode 2 8,057 tok
raroque/boop-agent iMessage personal agent: choose Claude Agent SDK (Claude Code) or Codex app-server runtime 1,388 Claude Code, Codex, OpenCode 10 589 tok
Lapis0x0/obsidian-yolo Agent-native AI assistant — chat, write, whiteboard, learning, all in one. 1,386 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,531 tok
HashLoad/horse Fast, opinionated, minimalist web framework for Delphi 1,383 Claude Code, Codex 4 —
desko27/react-call react-call.desko.dev Call & Await React Components 1,379 Claude Code 25 141 tok
LilMGenius/paperthin paperthin.ai Low-level agentic design patterns. Turning old engineering wisdom into reflexes your agent 1,375 Claude Code, Codex, OpenCode 2 3,409 tok
ChatPRD/lennys-podcast-transcripts Transcripts from Lenny's Podcast 1,375 Claude Code 1 715 tok
apache/struts struts.apache.org Apache Struts is a free, open-source, MVC framework for creating elegant, modern Java web 1,373 Claude Code, Codex, OpenCode 10 1,547 tok
affaan-m/agentshield cerebralvalley.ai AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, an 1,368 Claude Code, Codex 2 936 tok
piratuks/invoice-builder Invoice and quotation builder desktop app with PDF export, designed for small businesses a 1,365 Claude Code, Codex, GitHub Copilot, OpenCode 12 3,467 tok
Prismer-AI/PrismerCloud prismer.cloud Prismer Cloud 1,363 Claude Code 1 1,275 tok
microsoft/winappCli winapp, the Windows App Development CLI, is a single command-line interface for managing W 1,363 Claude Code, Codex, OpenCode 5 8,075 tok
obot-platform/nanobot nanobot.ai Build MCP Agents 1,360 Claude Code 1 1,662 tok
study8677/repobrain deepwiki.com 🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: w 1,359 Claude Code, Codex, GitHub Copilot, OpenCode 5 385 tok
sceneview/sceneview sceneview.github.io 3D & AR SDK for Android (Jetpack Compose + Filament), Apple (SwiftUI + RealityKit), Web, F 1,358 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 6,073 tok
first-fluke/oh-my-agent firstfluke.com Agent skills and specialist teams for Claude Code, Codex, Cursor and other coding agents. 1,357 Claude Code, Codex, OpenCode 1 1,065 tok
getsentry/sentry-java docs.sentry.io A Sentry SDK for Java, Android and other JVM languages. 1,357 Claude Code, Codex, OpenCode 6 3,183 tok
poco-ai/poco-claw poco-docs.vercel.app A more beautiful and easier-to-use alternative to OpenClaw. It features a nicer Web UI, bu 1,355 Claude Code, Codex, OpenCode 2 2,869 tok
stenolabs/stenoai stenoai.co StenographAI is the secure privacy-first AI notepad & notetaker for confidential conversat 1,355 Claude Code, Codex, OpenCode 2 10,305 tok
basementstudio/xmcp xmcp.dev The TypeScript MCP framework 1,347 Claude Code, Codex, OpenCode 3 628 tok
traceroot-ai/traceroot traceroot.ai traceroot: the open-source platform that continuously improves your ai agents. 1,345 Claude Code 2 —
huytieu/COG-second-brain Self-evolving second brain with 35 AI skills, 10 agents, and people CRM. Closed-loop harne 1,340 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 11 18,441 tok
spiculedata/saiku saiku.bi Open-source semantic layer: one cube for Excel (MDX/XMLA), dashboards, and AI agents (MCP) 1,339 Claude Code, Codex, GitHub Copilot, OpenCode 10 13,407 tok
Intuition-Lab/personal-model intuition-lab.github.io Build your HUMAN.md. 1,335 Claude Code, Codex, OpenCode 2 1,391 tok
wprig/wprig wprig.io A modern performance-focused theme development toolkit for WordPress. 1,334 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,212 tok
OpenRaiser/NanoResearch 🦞+🔬 NanoResearch: The Autonomous AI Research Assistant 1,332 Claude Code, Codex, OpenCode 2 1,586 tok
moazbuilds/claudeclaw A lightweight, open-source OpenClaw version built into your Claude Code. 1,330 Claude Code 1 1,184 tok
storybookjs/react-native storybook.js.org 📓 Storybook for React Native! 1,326 Claude Code, Codex, OpenCode 3 1,086 tok
greyhaven-ai/autocontext a recursive self-improving harness designed to help your agents (and future iterations of 1,321 Claude Code, Codex, OpenCode 2 4,707 tok