How real projects configure their agents

3,700 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
timothywarner-org/copilot-cert-prep GitHub Copilot Certification Exam Preparation 97 Claude Code, Codex, GitHub Copilot 15 4,579 tok
elbruno/graphify-dotnet A .NET 10 port of graphify - AI knowledge graph builder for codebases using GitHub Copilot 97 Claude Code, Codex, GitHub Copilot 3 2,171 tok
sandraschi/inkscape-mcp Headless Inkscape SVG automation via FastMCP — 60+ ops: create, boolean, LPE, export, text 97 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 1,127 tok
jayparikh/agentviz 96 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,626 tok
obviousworks/vibe-coding-ai-rules The Ultimate Agentic Vibe Coding Guide for AI IDEs like Windsurf, Claude Code, Cursor, Cod 96 Codex, GitHub Copilot, OpenCode 7 3,890 tok
andrewbartels1/SolidworksMCP-python andrewbartels1.com Python MCP server for SolidWorks: lets Claude and other AI agents build parts, assemblies 96 Claude Code, Codex, GitHub Copilot 24 4,350 tok
Fighter90/career-ops-ui cvstart.org Clean, docs-style web UI for the career-ops AI job-search pipeline. Search ATS adapters (G 96 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 18 4,048 tok
flplima/tmuxy tmuxy.sh The missing tmux GUI. Not a terminal emulator. 96 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,774 tok
per-simmons/damon-ade ADE — an agentic development environment for macOS. A roster of persistent coding agents, 95 Claude Code, Codex, GitHub Copilot, OpenCode 12 1,956 tok
Aam-Digital/ndb-core aam-digital.com Easy-to-use case management web app for NGOs anywhere in the world (Progressive Web App) 95 Claude Code, Codex, GitHub Copilot, OpenCode 11 5,928 tok
frankxai/awesome-motion-design-agent-skills Curated motion design agent skills: GSAP, Motion, Remotion, Lottie and Rive for web animat 95 Codex, GitHub Copilot, OpenCode 2 953 tok
selfagency/opilot opilot.self.agency 🦙 Opilot: Ollama for GitHub Copilot VS Code Extension – Run Ollama models locally and in 94 Codex, GitHub Copilot, OpenCode 3 5,289 tok
zhiweio/resume-as-code Stop copy-pasting resumes. Maintain a single YAML timeline of your career, and let AI agen 94 Codex, GitHub Copilot, OpenCode 2 1,218 tok
webern/mx C++ binding for MusicXML. 93 Claude Code, Codex, GitHub Copilot, OpenCode 14 4,575 tok
konstruktoid/hardened-images Packer templates to create hardened Ubuntu server images. 93 Claude Code, GitHub Copilot 5 6,007 tok
protoman/rockbot rockbot.upperland.net An open-source, SDL based, game engine to replicate old style NES games, mostly Megaman on 93 GitHub Copilot, Gemini CLI 2 750 tok
marckrenn/rtfmbro-mcp rtfmbro provides always-up-to-date, version-specific package documentation as context for 92 Claude Code, GitHub Copilot 2 792 tok
fancy1108/Clutch fancy1108.github.io Local AI multi-agent orchestration desktop app (Tauri · LangGraph) 92 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 5,435 tok
microsoft/Agents-for-js This repository is for active development of the Microsoft 365 Agent SDK components for Ja 92 Claude Code, GitHub Copilot 2 4,435 tok
vanillagreencom/kendex kendex.ai Package manager for agents, skills, hooks, and extensions. Author once, install on every h 91 Claude Code, Codex, GitHub Copilot, OpenCode 79 3,231 tok
LivelyKernel/lively4-core lively-kernel.org A Self-supporting, Web-based Development Environment 91 Claude Code, GitHub Copilot 2 5,250 tok
zwl467135974/lumina Lumina is an enterprise-grade AI Agent development framework built on AgentScope Java and 91 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 17 9,612 tok
eight-acres-lab/openmelon pointeight.ai A content-creation agent runtime for reproducible multimodal production — projects, workfl 89 Claude Code, GitHub Copilot 11 2,652 tok
alibaba/opc-starter 88 Codex, GitHub Copilot, OpenCode 2 3,381 tok
sportsdataverse/sportsdataverse-js js.sportsdataverse.org Retrieves sports data from a popular sports website as well as from the NCAA website, with 88 Claude Code, GitHub Copilot 4 14,448 tok
vitaecontext/vitaecontext vitaecontext.github.io AI agent context layer for career-related tasks. 88 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 1,238 tok
armpro24-blip/cad-cae-copilot CAD/CAE Copilot — an AI-native CAD/CAE/CAX workbench for AI agents. Text-to-CAD, text-to-C 88 Claude Code, Codex, GitHub Copilot, OpenCode 3 48,245 tok
swt-labs/vibe-better-with-claude-code-vbw Vibe Better With Claude Code - You're not an engineer anymore. You're a prompt jockey with 87 Claude Code, Codex, GitHub Copilot, OpenCode 14 4,457 tok
ericgandrade/claude-superskills 18 Universal AI Skills for Claude Code, GitHub Copilot & 6 more platforms. Meta/orchestrat 87 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 8,395 tok
theinterfold/interfold docs.theinterfold.com An open-source protocol and distributed network for confidential coordination. 87 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 4 907 tok
utensils/claudette utensils.io Claude's missing better half — a companion tool for Claude Code usage. 86 Claude Code, Codex, GitHub Copilot, OpenCode 13 10,101 tok
Jovancoding/Network-AI network-ai.org Traffic light for AI Agents and TypeScript/Node multi-agent orchestrator with shared state 86 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 5,030 tok
eduardo-sl/go-agent-skills Curated AI agent skills for Go projects. 86 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,703 tok
bcgov/bc-wallet-mobile BC Wallet to hold Verifiable Credentials 86 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,103 tok
Devolutions/avalonia-extensions Custom Avalonia Themes developed by Devolutions 85 Claude Code, Codex, GitHub Copilot, OpenCode 8 1,444 tok
mituan-ai/PaperBanana-CN Scientific figure workbench with independent VLM/image connections, Chinese UI, and unifie 85 Claude Code, GitHub Copilot 4 445 tok
uizze/uizze uizze.com Design skills for coding agents. 85 GitHub Copilot 1 92 tok
jmrplens/TFG-TFM_EPS jmrp.io Plantilla LaTeX para la elaboración de TFG y TFM en la Escuela Politécnica Superior de la 84 Claude Code, Codex, GitHub Copilot, OpenCode 3 14,706 tok
nikhilvallishayee/universal-pattern-space patternspace.ai Pattern Space: Where Minds Dance Together 84 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,156 tok
vaultys/VaultysClaw docs.vaultys.ai Zero-trust security for millions of AI agents 84 Claude Code, GitHub Copilot 6 7,758 tok
ProfRino/Blender-MCP-Assembly-Skill Blender Assembly is a geometry-building skill for creating reliable 3D models in Blender v 84 GitHub Copilot 1 211 tok
PlagueHO/github-copilot-assets-library danielscottraynsford.com A list of GitHub Copilot assets, such as prompt files, chat modes, MCP servers and methods 83 GitHub Copilot 1 840 tok
claude-world/claude-skill-antivirus Security scanner for Claude Code Skills — 9 engines detect malicious patterns, data exfilt 83 GitHub Copilot 1 31 tok
objectstack-ai/objectstack objectstack.ai The ontology is the software. One executable business ontology: AI writes it, the runtime 83 Claude Code, Codex, GitHub Copilot, OpenCode 14 19,671 tok
oculus-samples/voicesdk-samples-whisperer Oculus Voice SDK showcase demonstrating the use of Voice SDK in Unity. This project contai 82 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,047 tok
Peargent/peargent peargent.online Lightweight Python framework for creating intelligent AI agents with ease. 82 GitHub Copilot 1 617 tok
simonkurtz-MSFT/drawio-mcp-server A Model Context Protocol (MCP) server for programmatic diagram generation using Draw.io (D 82 GitHub Copilot 1 1,921 tok
skills/agentic-workflows-that-read-the-room This is a GitHub Skills exercise on how to get started with Agentic Workflows where we wil 82 Claude Code, GitHub Copilot 1 —
holger1411/astrodeck astrodeck.dev 81 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 27 10,121 tok
mgifford/ACCESSIBILITY.md mgifford.github.io ACCESSIBILITY.md — a simple, open format (aligned with AGENTS.md) for guiding coding agent 81 Codex, GitHub Copilot, OpenCode 2 6,819 tok