How real projects configure their agents

2,016 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
hypothesi/mcp-server-tauri hypothesi.github.io A Model Context Protocol (MCP) server and plugin for Tauri v2 development 333 Codex, Gemini CLI, OpenCode 2 2,500 tok
linkerlin/PUAX puax.net Highly effective multi-role Prompts for taming AI Agents! 325 Codex, Gemini CLI, OpenCode 2 425 tok
phase-rs/phase preview.phase-rs.dev A rules engine and game client — Rust + WASM + React 321 Claude Code, Codex, Gemini CLI, OpenCode 38 8,048 tok
swiftlysingh/excalidraw-cli Generate editable Excalidraw diagrams from text or JSON for agents and developer workflows 315 Gemini CLI 1 133 tok
ucsandman/DashClaw dashclaw.io Remote approvals, policy checks, and execution evidence for unattended AI agents. 315 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 30 10,158 tok
acryldev/acryl acryl.dev ACRYL - Agent Context Relay Yielding Lifecycles. One persistent workspace, one canonical c 299 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 14 5,682 tok
CYRUS-STUDIO/CyReverse cyrus-studio.github.io Sample code from Android reverse engineering articles 299 Gemini CLI 1 140 tok
taichuy/1flowbase 1flowbase.taichuy.com Build for agents — from the AI Gateway to the entire application stack. 291 Claude Code, Codex, Gemini CLI, OpenCode 10 1,558 tok
oculus-samples/Unity-DepthAPI Examples of using Depth API for real-time, dynamic occlusions 290 Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 7 1,203 tok
danielvm-git/bigpowers danielvm-git.github.io Agent skills synthesizing years of software engineering discipline into a prescriptive met 287 Claude Code, Codex, Gemini CLI, OpenCode 3 1,547 tok
meta-quest/Meta-Spatial-SDK-Samples The Meta Spatial SDK Samples is a collection of code samples and projects that demonstrate 281 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 6 413 tok
speakeasy-api/gram speakeasy.com The AI control plane for every agent in your enterprise, built around an enterprise-grade 277 Claude Code, Codex, Gemini CLI, OpenCode 42 3,863 tok
oculus-samples/Unity-Phanto Phanto is a showcase of the Meta Quest Mixed Reality APIs. This project demonstrate how to 276 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,044 tok
yennanliu/InvestSkill yennj12.js.org US stock analysis skills for LLMs (Claude code, Gemini ...) | #AI 275 Claude Code, GitHub Copilot, Gemini CLI 3 12,371 tok
endorhq/rover endor.dev A manager for AI coding agents that works with Claude Code, Cursor, Gemini, Codex, and Qwe 273 Claude Code, Codex, Gemini CLI, OpenCode 6 2,146 tok
Qiao-920/claude-desktop-cn Chinese Claude Desktop / Claude Code desktop client: Chinese interface, local Code workspa 270 Gemini CLI 1 644 tok
manalkaff/opendesign claude.ai/design open-sourced! 267 Claude Code, Codex, Gemini CLI, OpenCode 3 788 tok
Owl-Listener/designpowers An agent design team you control: 10 agents that run an inclusive design process while you 256 Claude Code, Gemini CLI 4 884 tok
exosyphon/nvim Neovim Configuration 256 Gemini CLI 1 124 tok
aethersdr/AetherSDR aethersdr.com Native amateur-radio workstation for FlexRadio (FLEX-6000/8000/Aurora) — Linux, macOS, Win 254 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 7,751 tok
blixvip/html-anime blixvip.github.io Turn a scene prompt into a shot sheet, then have a coding agent draw the film in HTML. No 254 Claude Code, Codex, Gemini CLI, OpenCode 3 226 tok
knowns-dev/knowns knowns.sh The memory layer for AI-native development - giving AI persistent understanding of your so 251 Claude Code, Codex, Gemini CLI, OpenCode 3 1,445 tok
firehol/iprange manage IP ranges 243 Claude Code, Codex, Gemini CLI, OpenCode 5 6,256 tok
guiireal/takeshi-bot youtu.be Bot de WhatsApp 242 Claude Code, Codex, Gemini CLI, OpenCode 4 2,849 tok
oculus-samples/Unity-MRMotifs The developer community is beginning to show the world why Mixed Reality can be special. D 240 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,089 tok
felipebarcelospro/igniter-js igniterjs.com Igniter is a modern, type-safe HTTP framework designed to streamline the development of sc 240 Codex, GitHub Copilot, Gemini CLI, OpenCode 8 26,005 tok
GoogleCloudPlatform/race-condition developers.google.com The open source multi-agent simulation from the Developer Keynote at Google Cloud Next '26 239 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,675 tok
ECPay/ECPay-API-Skill ECPay API Skill is an API AI Skill package—install it in AI coding assistants (Claude Code 238 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 13,391 tok
DecapodLabs/decapod decapodlabs.github.io Metacognition for AI agents. A repo-native governance kernel for bounded, convergent, proo 237 Claude Code, Codex, Gemini CLI, OpenCode 3 6,318 tok
aplaceforallmystuff/mcp-arr MCP server for *arr media management suite 237 Claude Code, Codex, Gemini CLI, OpenCode 3 817 tok
aeroxy/ast-bro ast-bro.gitlawb.app A fast, AST-based code navigation toolkit that maps file shapes, public APIs, and call gra 234 Claude Code, Codex, Gemini CLI, OpenCode 3 360 tok
lmwilki/civ6-mcp civ6-mcp.lwilko.com An MCP server that lets LLM agents play Civilization VI. 234 Claude Code, Codex, Gemini CLI, OpenCode 3 5,820 tok
FradSer/mcp-server-apple-events MCP server providing native macOS integration with Apple Reminders and Calendar via EventK 231 Claude Code, Codex, Gemini CLI, OpenCode 3 4,122 tok
calesthio/generative-media-skills Research-backed agent skills and tools for premium image, video, audio, voice, and generat 231 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 827 tok
antopolskiy/kanban-md File-based kanban board for autonomous agentic loop. CLI and TUI for multi-agent workflows 229 Claude Code, Codex, Gemini CLI, OpenCode 10 433 tok
RandyChen1985/nanzi-ai-agent-platform 🚀 Open-source enterprise-grade multi-agent platform and ChatBI data insights platform. Su 228 Claude Code, Codex, Gemini CLI, OpenCode 32 1,293 tok
mtarcure/claude-vibe-squad Markdown-first orchestration for 71 specialists across Codex, Claude, Gemini, and Grok. Ch 228 Claude Code, Codex, Gemini CLI, OpenCode 11 1,961 tok
KbWen/agentic-os kbwen.com Governance framework for AI coding agents. It runs them through a five-step workflow (plan 227 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 55 5,159 tok
OdradekAI/bundles-forge An agentic skills framework & bundle-plugin engineering toolkit that works. 225 Claude Code, Codex, Gemini CLI, OpenCode 3 3,436 tok
FreePeak/LeanKG leankg.com LeanKG: Stop Burning Tokens. Start Coding Lean. 223 Claude Code, Codex, Gemini CLI, OpenCode 3 5,177 tok
jentic/jentic-one jentic.com Self-hosted execution layer for AI agents: connect any agent to real APIs, scope exactly w 223 Claude Code, Codex, Gemini CLI, OpenCode 4 4,669 tok
mduongvandinh/llm-wiki Hệ thống knowledge base cá nhân hoàn toàn tự động, vận hành bởi LLM. Dựa trên pattern LLM 221 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,513 tok
Joonghyun-Lee-Frieren/oh-my-antigravity joonghyun-lee-frieren.github.io Context-engineering-powered multi-agent team workflow pack for Antigravity CLI. 218 Gemini CLI 1 45 tok
DevelopersGlobal/ai-agent-skills developersglobal.github.io AI agent skills for production grade applications 216 Claude Code, Codex, Gemini CLI, OpenCode 3 925 tok
starcat-app/Starcat starcat.ink A native macOS app that turns GitHub Stars into a searchable, organized, AI-powered person 215 Codex, Gemini CLI, OpenCode 2 12,077 tok
engenheirodevideo/get-brolls engenheirodevideo.com.br Agent skill for collecting the videos and images that support a line, illustrate an idea, 214 Claude Code, Codex, Gemini CLI, OpenCode 3 3,094 tok
dualverse-ai/station dualverse.ai The Station is an open-world multi-agent environment where AI agents pursue autonomous sci 211 Claude Code, Codex, Gemini CLI, OpenCode 3 7,604 tok
LeonMusCoden/LetterFeed Convert email newsletters into RSS feeds 210 Gemini CLI 1 4,254 tok
garagon/nanostack nanostack.sh A workflow harness that helps AI coding agents plan, review, test, and ship safer code. 208 Codex, Gemini CLI, OpenCode 2 1,018 tok
Digital-Process-Tools/claude-remember Persistent memory for Claude Code — identity, context, and continuity across sessions 208 Claude Code, Gemini CLI 5 488 tok