How real projects configure their agents

1,901 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 agents7,412Data and AI4,299Backend and APIs3,694Languages3,682Planning3,492Git and workflow3,285Code review2,942Memory and context2,581Research2,499Writing and docs2,458Testing2,454Frontend2,420DevOps and cloud2,410Security2,106Productivity2,076Project management1,686

All Claude Code31,991 Codex23,077 OpenCode21,846 GitHub Copilot3,491 Gemini CLI1,901 Cursor1,721 Kiro33 Windsurf25

Project Stars Configures Files Always loaded
mudrii/openclaw-dashboard A beautiful, zero-dependency command center for OpenClaw AI agents 454 Claude Code, Codex, Gemini CLI, OpenCode 9 3,131 tok
galdawave/pickle-rick-extension This extension transforms the Gemini CLI into "Pickle Rick," a hyper-intelligent, arrogant 453 Gemini CLI 1 882 tok
ArisGuimera/MobiAI-Core 448 Claude Code, Codex, Gemini CLI, OpenCode 3 199 tok
aropan/clist clist.by Your comprehensive guide to global programming contests. Track events, get details, and ne 439 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 9 1,045 tok
delorenj/mcp-server-trello A Model Context Protocol (MCP) server that provides tools for interacting with Trello boar 437 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 55 4,101 tok
atomicstrata/atomicmemory docs.atomicstrata.ai Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, M 429 Claude Code, Codex, Gemini CLI, OpenCode 3 2,392 tok
ownpilot/OwnPilot ownpilot.dev Privacy-first personal AI assistant platform with autonomous agents, tool orchestration, a 428 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 10 9,916 tok
Prof-Harita/terminaI terminai.org Open-source, local-first alternative to Cowork-style computer assistants: real PTY termina 424 Codex, Gemini CLI, OpenCode 9 8,528 tok
gemini-cli-extensions/jules A Gemini CLI extension that allows you to use the Gemini CLI to orchestrate the Jules asyn 414 Gemini CLI 1 572 tok
dsifry/metaswarm A self-improving multi-agent orchestration framework for Claude Code, Gemini CLI, and Code 413 Claude Code, Codex, Gemini CLI, OpenCode 12 4,024 tok
ShaftHQ/SHAFT_ENGINE shafthq.github.io Java test automation framework for web, mobile, API, CLI, database, and desktop E2E testin 408 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 38 1,295 tok
bybren-llc/safe-agentic-workflow jscottgraham.us SAW — SAFe Agentic Workflow AI Agent Harness for Multi-Agent Team Workflows Built on SAFe 406 Claude Code, Codex, Gemini CLI, OpenCode 19 5,888 tok
Community-Access/accessibility-agents Accessibility review agents for Claude Code, GitHub Copilot, and Claude Desktop. Eleven sp 405 Claude Code, Gemini CLI 107
waynesutton/convexskills docs.convex.dev AI agent skills and templates for building production ready apps with Convex. Patterns for 404 Claude Code, Gemini CLI 2 723 tok
Context-Engine-AI/Context-Engine context-engine.ai Context-Engine MCP - Agentic Context Compression Suite 401 Claude Code, Codex, Cursor, Gemini CLI 4 19,673 tok
OpenCowAI/opencow opencow.ai One task, one agent, delivered. The open-source platform for task-driven autonomous AI age 396 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 2,619 tok
The-Pocket/PocketFlow-Template-Python Pocket Flow Project Template: Agentic Coding for Python 395 Claude Code, GitHub Copilot, Cursor, Gemini CLI 4 43,527 tok
nudgebee/nudgebee nudgebee.com Unified CloudOps platform with AI-SRE, AI-FinOps, AI-K8sOps, and the Agentic Automation Bu 389 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 26 5,424 tok
oculus-samples/Unity-Movement Body, Eye and Face Tracking code sample. 388 Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,008 tok
mixpeek/amux amux.io Open-source control plane for AI coding agents. Run an AI engineering team: parallel Claud 386 Claude Code, Codex, Gemini CLI, OpenCode 18 6,506 tok
redf0x1/camofox-browser Anti-detection browser server for AI agents — REST API wrapping Camoufox engine with OpenC 383 GitHub Copilot, Gemini CLI 2 1,357 tok
disler/agent-sandbox-skill An agent skill for managing isolated execution environments 382 Claude Code, Codex, Gemini CLI, OpenCode 3 230 tok
xr843/Master-skill fojin.app FoJin-powered Buddhist AI persona framework — source-grounded, boundary-aware, fidelity-te 382 Gemini CLI 1 19 tok
nth5693/gemini-kit 🚀 19 AI Agents + 44 Commands for Gemini CLI - Code 10x faster with auto planning, testing 375 Gemini CLI 1 1,369 tok
oculus-samples/Unity-TheWorldBeyond Presence Platform showcase demonstrating usage of Scene, Passthrough, Interaction, Voice, 369 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 997 tok
thomaskioko/tv-maniac Tv-Maniac is a personalized entertainment tracking and recommendation Multiplatform app (A 365 Gemini CLI 1 1,310 tok
googlemaps/android-maps-ktx developers.google.com Kotlin extensions (KTX) for the Maps SDK and Utility Library for Android 359 Gemini CLI 1
paiml/depyler paiml.github.io Compiles Python to Rust, helping transition off of Python to Energy Efficient and Safe Rus 358 Claude Code, Gemini CLI 6 3,772 tok
kyxap/koreader-calibre-plugin A calibre plugin to synchronize metadata from KOReader to calibre 355 Gemini CLI 1 782 tok
AndrewDryga/emisar emisar.dev An MCP that lets AI tools securely connect to your infrastructure, write IaaS code, debug 354 Claude Code, Codex, Gemini CLI, OpenCode 31 1,962 tok
awizemann/harness awizemann.github.io AI-driven user testing for iOS Simulator, macOS apps, and web apps. Write a goal in plain 344 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 2,968 tok
laraowl/laraowl laraowl.mintlify.site open-source, self-hosted monitoring platform for Laravel. Track requests, exceptions, data 340 Claude Code, Codex, Gemini CLI 8 5,078 tok
sunriseapps/imagesorcery-mcp imagesorcery.net An MCP server providing tools for image processing operations 329 Gemini CLI 1 49 tok
raysonmeng/agent-bridge raysonmeng.github.io A local bridge for bidirectional collaboration between Claude Code and Codex. A local real 328 Claude Code, Codex, Cursor, Gemini CLI, Kiro, OpenCode, Windsurf 6 4,426 tok
hmmhmmhm/daiso-mcp mcp.aka.page Turn Daiso into an MCP! It also enables searches for Korean local retailers and cinemas th 327 Claude Code, Codex, Gemini CLI, OpenCode 3 5,180 tok
linkerlin/PUAX puax.net Highly effective multi-role Prompts for taming AI Agents! 320 Codex, Gemini CLI, OpenCode 2 126 tok
K-Dense-AI/science-superpowers k-dense.ai Composable computational-science methodology skills for AI research agents — pre-registrat 318 Claude Code, Codex, Gemini CLI, OpenCode 3 688 tok
alireza787b/mavsdk_drone_show Open-source MAVLink fleet operations for PX4: SITL, drone shows, search and rescue, cooper 316 Claude Code, Codex, Gemini CLI, OpenCode 3 2,033 tok
Adityaraj0421/naksha-studio A virtual design team for Claude Code, Cursor, Windsurf, Gemini CLI, and Copilot — 26 role 316 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 4,643 tok
JNTMTMTM/eIsland dev.electronisland.com eIsland - A sleek, Apple Dynamic Island inspired floating widget for Windows, built with E 310 Claude Code, Codex, Gemini CLI, Kiro, OpenCode 22 3,031 tok
almeidazs/better-drizzle better-drizzle.com ORM, but better 305 Claude Code, Codex, Gemini CLI, OpenCode 3 5,523 tok
Fu-Jie/openwebui-extensions fu-jie.github.io A collection of enhancements, plugins, and prompts for Open WebUI, developed and curated f 304 Claude Code, GitHub Copilot, Cursor, Gemini CLI 9 18,915 tok
ScottRBK/forgetful Opensource Memory for Agents 298 Claude Code, Codex, Gemini CLI, OpenCode 3 411 tok
hypothesi/mcp-server-tauri hypothesi.github.io A Model Context Protocol (MCP) server and plugin for Tauri v2 development 298 Claude Code, Codex, Gemini CLI, OpenCode 2 2,500 tok
ucsandman/DashClaw dashclaw.io Remote approvals, policy checks, and execution evidence for unattended AI agents. 297 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 30 10,148 tok
oculus-samples/Unity-DepthAPI Examples of using Depth API for real-time, dynamic occlusions 287 Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,139 tok
CYRUS-STUDIO/CyReverse cyrus-studio.github.io Sample code from Android reverse engineering articles 279 Gemini CLI 1 140 tok
meta-quest/Meta-Spatial-SDK-Samples The Meta Spatial SDK Samples is a collection of code samples and projects that demonstrate 274 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 349 tok
adamjmurray/producer-pal AI music production assistant for Ableton Live 274 Claude Code, Codex, Gemini CLI, OpenCode 3 3,638 tok
oculus-samples/Unity-Phanto Phanto is a showcase of the Meta Quest Mixed Reality APIs. This project demonstrate how to 272 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,044 tok