How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
bmad-code-org/bmad-method-test-architecture-enterprise Test Architect Full BMad Method Enhancement 116 Codex, OpenCode 1 533 tok
syhily/kobato yufan.me An open source blog system for the writers. 115 Claude Code, Codex, OpenCode 7 8,020 tok
friendsofhyperf/components 🚀 The most popular components for Hyperf. 115 Claude Code, Codex, GitHub Copilot, OpenCode 5 6,160 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
ohmiler/gridgeist ohmiler.github.io Gridgeist turns product intent into a rigorous visual system—without the generic AI SaaS a 115 Codex, OpenCode 1 141 tok
bladeofgod/flutter-ai-harness An AI-native engineering harness for production Flutter and hybrid mobile app repositorie 115 Claude Code, Codex, OpenCode 55 6,359 tok
Peiiii/skild skild.sh The npm for Agent Skills — Discover, install, manage, and publish AI Agent Skills with eas 115 Codex, OpenCode 1 1,625 tok
fuwasegu/aegis DAG-based Deterministic Context Compiler for AI Coding Agents 115 Claude Code, Codex, OpenCode 6 5,151 tok
liberusoftware/real-estate-laravel liberusoftware.com Real Estate / Estate Agent, solution for your Property Agency. Application written in Lara 115 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 15 33,626 tok
jacob-bd/universal-skills-manager 115 Claude Code, Codex, OpenCode 2 8,102 tok
agentcompanies/agentcompanies 115 Codex, OpenCode 1 245 tok
robertoshimizu/session-graph Turn your scattered AI coding sessions into a queryable knowledge graph. Multi-platform (C 115 Claude Code, Codex, OpenCode 3 5,124 tok
livekit-examples/agent-starter-node docs.livekit.io A complete voice AI starter app for LiveKit Agents with Node.js 115 Claude Code, Codex, OpenCode 2 1,273 tok
jthorborg/signalizer jthorborg.com Audio/signal visualizer plugin 115 Claude Code, Codex, OpenCode 2 977 tok
mr-karan/hodor Agentic code reviewer for GitHub PRs and GitLab MRs. Multi-step reasoning with autonomous 115 Codex, OpenCode 1 1,907 tok
LotusDecoder/zhixin-companion A companion-style prompt and agent configuration file for personal journaling, reflection, 115 Claude Code, Codex, OpenCode 2 5,904 tok
catoncat/notion-local-ops-mcp Use Notion AI with your local files, shell, and fallback local agents. 115 Claude Code, Codex, OpenCode 3 1,233 tok
compozy/kb 115 Claude Code, Codex, OpenCode 23 8,948 tok
aAAaqwq/AGI-Super-Team npmjs.com An installable, cross-framework AI organization: C-suite agents, expert subagents, curated 115 Claude Code, Codex, OpenCode 2 596 tok
octopusreview/octopus octopus-review.ai AI-powered PR review tool — multi-armed code analysis, no bug escapes 🐙 115 Codex, OpenCode 1 1,144 tok
illusionaireal/oh-my-patent npmjs.com 🏛️ The patent plugin for AI coding agents — turn technical ideas into patent disclosures 115 Claude Code, Codex, OpenCode 2 2,801 tok
NVIDIA/elements nvidia.github.io The UI SDK and agent-ready developer toolkit for AI factories, robotics, and autonomous ve 115 Claude Code, Codex, OpenCode 7 3,061 tok
denysosadchyi/figmosha2 Let Claude edit your Figma file for you — bulk-rename layers, swap variants, bind colour v 115 Claude Code, Codex, OpenCode 2 5,810 tok
changkun/wallfacer Chat, specs, tasks, and code. An autonomous engineering platform. Full autonomy when you t 115 Codex, OpenCode 1 202 tok
futuregene/future-os future-os.cn One AI agent, everywhere you work — terminal, desktop, mobile, and your chat apps. Rust co 115 Codex, OpenCode 1 11,009 tok
Czarnak/tia-portal-mcp Specialized bridge designed to connect LLMs and AI agents directly to Siemens SIMATIC TIA 115 Codex, OpenCode 1 8,786 tok
exmergo/dex exmergo.com Dex lets your agent build your analytics. 115 Codex, GitHub Copilot, OpenCode 2 39,115 tok
theowenyoung/home 114 Claude Code, Codex 20 —
helderberto/dotfiles ⚙️ Setup a macOS environment quickly and easily! 114 Codex, OpenCode 1 366 tok
alpic-ai/apps-sdk-template alpic.ai A minimalist Typescript ChatGPT App based on the Skybridge framework 114 Claude Code, Codex, OpenCode 2 32 tok
lfaoro/ssm A fast, keyboard-driven TUI that makes your existing ~/.ssh/config delightful to use at fl 114 Codex, OpenCode 1 1,989 tok
alltuner/factoryfloor factory-floor.com AI-powered macOS development workspace. Git worktrees, Claude Code sessions, and dev serve 114 Claude Code, Codex, OpenCode 2 2,591 tok
LeXwDeX/OpenCode-GraphAgent Extends the Hooks API, Directed Acyclic Graph Agent Execution Engine. This project is self 114 Claude Code, Codex, OpenCode 13 4,020 tok
vintasoftware/django-ai-boost A MCP server for Django applications, inspired by Laravel Boost. 114 Codex, OpenCode 1 1,429 tok
felipelobomotta-blip/book-genesis-v4 An open-source writing runner that turns an idea into a manuscript, preserves the work, an 114 Codex, OpenCode 1 993 tok
natnew/Awesome-Prompt-Engineering natnew.github.io Awesome-Prompt-Engineering - This repository includes resources for prompt engineering. 🌟 114 Claude Code, Codex, GitHub Copilot, OpenCode 7 6,242 tok
mr-daedalium/ostack-saas ostack — AI-powered engineering team for Claude Code. Fork of gstack by Garry Tan. 114 Claude Code, Codex, OpenCode 2 4,397 tok
moonrunnerkc/swarm-orchestrator A local coding agent: give it a task, it makes the change, checks each requirement with sw 114 Claude Code, Codex, OpenCode 2 1,495 tok
docdyhr/mcp-wordpress MCP Server to manage a Wordpress CMS system. 114 Claude Code, Codex, OpenCode 9 4,380 tok
Dicklesworthstone/xf Search your X/Twitter data archive from the command line with sub-millisecond full-text qu 114 Codex, OpenCode 1 9,082 tok
olorehq/olore olore.dev Turn library docs into local Agent Skills 114 Claude Code, Codex, OpenCode 7 210 tok
OneYoungMean/KimodoUnityBridge Free Local Unity AI Motion Generate Tool.Based By Nvlab Kimodo. 114 Codex, OpenCode 1 82 tok
xueyouluo/fridge_tracker fridge.followllm.online Xianzhi Tie: A reproducible ESP32 e-paper food freshness reminder featuring an H5/Node.js/ 114 Codex, OpenCode 1 975 tok
letta-ai/letta-agent-sdk docs.letta.com The Letta Agent SDK is the SDK for stateful agents. Each agent has its own identity and lo 114 Codex, OpenCode 1 1,478 tok
tririver/arc Agent Research Copilot (ARC) is a set of skills and tools (CLI) for theoretical physics li 114 Codex, OpenCode 1 3,116 tok
tecnologicachile/mail-mcp mail-mcp.tecnologicachile.cl Secure IMAP/SMTP/EWS/Graph API MCP server in Rust — Microsoft 365, Hotmail, Gmail, Zoho, O 114 Codex, OpenCode 1 2,541 tok
rookslog/zlibrary-mcp npmjs.com MCP server that finds books across catalogues and downloads the original files 114 Claude Code, Codex, OpenCode 2 3,802 tok
guimatheus92/mcp-video-analyzer glama.ai MCP server that turns any video — YouTube, Instagram, TikTok, Loom, X, Vimeo, direct URLs, 114 Claude Code, Codex, OpenCode 3 1,018 tok
ALBDNDJ/hpcguard A user-space safety net that helps researchers prevent AI agents from overloading shared H 114 Codex, OpenCode 1 821 tok
sergebulaev/tiktok-skills cccrafts.ai TikTok marketing skills for Claude Code and Codex: 3-second video hooks, captions, trend m 114 Claude Code, Codex, OpenCode 2 4,849 tok