How real projects configure their agents

1,902 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 agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269Frontend2,250Security1,980Productivity1,695

All Claude Code32,004 Codex23,112 OpenCode21,881 GitHub Copilot3,501 Gemini CLI1,902 Cursor1,724 Windsurf62 Kiro40

Project Stars Configures Files Always loaded
itssosunny/im-not-strange-ai 159 Claude Code, Gemini CLI 5 5,269 tok
RandyChen1985/nanzi-ai-agent-platform 🚀 Open-source enterprise-grade multi-agent platform and ChatBI data insights platform. Su 159 Claude Code, Codex, Gemini CLI, OpenCode 32 831 tok
DanielSuo117/velocitai Next-generation UI automation harness powered by Python & Playwright. Chat with AI Agents 158 Claude Code, Codex, Gemini CLI, OpenCode 7 1,834 tok
lmwilki/civ6-mcp civ6-mcp.lwilko.com An MCP server that lets LLM agents play Civilization VI. 158 Claude Code, Codex, Gemini CLI, OpenCode 3 5,820 tok
dcostenco/prism-coder synalux.ai Persistent session memory for AI coding agents — local-first, with on-device inference, as 157 Claude Code, Gemini CLI 3 101 tok
KbWen/agentic-os Governance framework for AI coding agents. It runs them through a five-step workflow (plan 157 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 55 4,982 tok
mweinbach/agent-coworker Terminal-first coworker agent (Bun + OpenTUI) 155 Claude Code, Codex, Gemini CLI, OpenCode 15 2,055 tok
dealfluence/adeu adeu.ai docx ↔ LLM translator. Projects .docx office files to Markdown for editing. Projects edits 152 Codex, Gemini CLI, OpenCode 5 2,916 tok
UHolli/ai-website-cloner AI website cloner for rebuilding live websites with AI coding agents 150 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,588 tok
calesthio/generative-media-skills Research-backed agent skills and tools for premium image, video, audio, voice, and generat 150 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 827 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
wellwelwel/lagune lagune.ai 🌊 Lagune is your security copilot as you build, your Blue Team when you audit, whether yo 147 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,636 tok
dorkitude/linctl A Linear CLI tool built with agents in mind (but useful to humans too). Implemented in Go 145 Claude Code, Codex, Gemini CLI, OpenCode 3 659 tok
Aiko-IT-Systems/DisCatSharp docs.dcs.aitsys.dev Your library to write discord apps in C# with focus on always providing access to the late 144 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,110 tok
gdarko/laravel-vue-starter AI-native Laravel/Vue boilerplate. Tailwind + DaisyUI, Sanctum, Fortify, Pinia. Built-in a 144 Claude Code, Codex, Gemini CLI, OpenCode 3 5,810 tok
kevmoo/dash_skills Agent Skills for Dart and Flutter ecosytem 144 Gemini CLI 1 576 tok
iamtouchskyer/memex Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, 141 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 6,440 tok
oframe/ogpu oframe.github.io Minimal WebGPU Library 141 Claude Code, Codex, Gemini CLI, OpenCode 12 3,855 tok
leox255/loopsy Cross-machine AI agent communication, plus a mobile app to control any terminal on your ma 140 Claude Code, Codex, Gemini CLI, OpenCode 3 4,150 tok
Mark393295827/third-brain-v7-skills agent wiki +engineering skills 138 Claude Code, Codex, Gemini CLI, OpenCode 3 3,383 tok
mrmidi/ASFireWire DriverKit OHCI FireWire Host Controller for macOS 138 Claude Code, Codex, Gemini CLI, OpenCode 3 6,195 tok
starcat-app/Starcat starcat.ink A native macOS app that turns GitHub Stars into a searchable, organized, AI-powered person 136 Claude Code, Codex, Gemini CLI, OpenCode 12 11,314 tok
xiaolai/nlpm nlpm.com Natural-Language Programming Manager — scan, lint, and score NL artifacts with Claude-nati 135 Claude Code, Codex, Gemini CLI, OpenCode 3 7,856 tok
anhtester/antigravity-testing-kit anhtester.com Đây là bộ SKILL, WORKFLOW, RULE do Anh Tester xây dựng dành riêng cho cộng đồng Tester để 132 Gemini CLI 1 3,029 tok
302ai/302-AI-Studio 131 Claude Code, Codex, Gemini CLI, OpenCode 11 2,311 tok
xenitV1/Antigravity-Workflows 130 Claude Code, Gemini CLI 17 2,676 tok
aberemia24/code-executor-MCP 130 Codex, Gemini CLI, OpenCode 2 2,065 tok
uwaserver/uwas uwaserver.com Unified Web Application Server — Apache+Nginx+Varnish+Caddy in a single Go binary. Auto HT 130 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 10 5,308 tok
8421bit/MiniClaw 🦞 A Digital Life Embryo for your MCP Client. An intelligent micro-kernel with Nociception 129 Codex, Gemini CLI, OpenCode 2 661 tok
dinglebear-ai/unraid Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Supports syst 129 Claude Code, Codex, Gemini CLI, OpenCode 4 3,569 tok
poemswe/co-researcher coresearcher.poemswe.com A professional research suite for conducting rigorous academic research using specialized 128 Gemini CLI 1 619 tok
MohamedAbdallah-14/unslop mohamedabdallah-14.github.io Make AI output sound human. Strips AI-isms (sycophancy, stock vocab, hedging stacks, em-da 127 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,832 tok
tmdgusya/engineering-discipline tmdgusya.github.io SKILL for engineering-discipline 126 Gemini CLI 1 24 tok
mikechao/brave-search-mcp An MCP Server implementation that integrates the Brave Search API, providing, Web Search, 125 Codex, Gemini CLI, OpenCode 2 1,540 tok
iconben/z-image-studio A Cli, a webUI, and a MCP server for the Z-Image-Turbo text-to-image generation model (Ton 125 Claude Code, Codex, Gemini CLI, OpenCode 3 345 tok
evo-design/proto-tools proto.evodesign.org A universal infrastructure layer for generative biology 125 Claude Code, Codex, Gemini CLI, OpenCode 5 1,593 tok
dandye/ai-runbooks 124 Claude Code, Gemini CLI 2 6 tok
DanielCardonaRojas/codemark danielcardonarojas.github.io A semantic code bookmarking system for humans and agents 123 Gemini CLI 1 345 tok
deepmodeling/DeePTB deepmodeling.github.io DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy. 122 Gemini CLI 1 797 tok
Houseofmvps/ultraship npmjs.com "ULTRASHIP" Claude Code plugin — 39 skills, 33 tools, 11 agents for ship-ready workflows: 121 Claude Code, Gemini CLI 2 3,228 tok
21pounder/terminalAgent A powerful terminal coding agent based on Claude Agent SDK. Better then Claude Code when s 120 Claude Code, Gemini CLI 3 2,384 tok
xiaolai/claudepot-app claudepot.com A control panel for Claude Code and Claude Desktop. 119 Claude Code, Codex, Gemini CLI, OpenCode 8 37,992 tok
jellydn/my-ai-tools ai-tools.itman.fyi Comprehensive configuration management for AI coding tools - Replicate my complete setup f 119 Claude Code, Codex, Gemini CLI, OpenCode 2 2,436 tok
nirholas/pump-fun-sdk sdk.pumpk.it Token creation launching, bonding curve trading, AMM migration, tiered fees, creator fee s 118 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 7,518 tok
auth0/auth0-mcp-server Connect LLMs and AI agents to Auth0 Management APIs via an MCP server. Use natural-languag 117 Codex, Gemini CLI, OpenCode 2 1,390 tok
oculus-samples/Unity-MoveFast Oculus Interaction SDK showcase demonstrating the use of Interaction SDK in Unity with han 115 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,061 tok
LIDR-academy/lidr-specboot This repository contains a comprehensive set of development rules, standards, and AI agent 114 Claude Code, Codex, Gemini CLI, OpenCode 6 18 tok
cdavid817/vanehub-ai AI programming agent unified desktop workspace | Desktop hub for managing Claude Code, Cod 113 Claude Code, Codex, Gemini CLI, OpenCode 37 3,670 tok
Tahanima/playwright-java-test-automation-architecture tahanima.github.io Ready-to-use UI Test Automation Architecture using Java and Playwright. 112 Gemini CLI 3 939 tok