How real projects configure their agents

22,109 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
shawnstack/quickforge 48 Codex, OpenCode 1 1,057 tok
godmakereth/vibe-coding-tw 🌏 The Ultimate Vibe Coding Guide - Traditional Chinese Version | Traditional Chinese vers 48 Claude Code, Codex, Gemini CLI, OpenCode 3 3,661 tok
sinanata/unity-cross-platform-local-build-orchestrator leapoflegends.com One PowerShell command on your Windows PC builds and ships your Unity game to four platfor 48 Codex, GitHub Copilot, OpenCode 2 3,020 tok
orbiteus/orbiteus orbiteus.com 🔘 Full-Stack Development Framework for AI Agents. Build custom ERP, CRM & Business Tools 48 Codex, OpenCode 1 642 tok
kitlangton/merman 48 Codex, OpenCode 1 2,164 tok
boxpositron/with-context-mcp Enhanced note taking for AI Agents with supervision. 48 Codex, OpenCode 1 762 tok
hoangsonww/AI-RAG-Assistant-Chatbot lumina-david.vercel.app 👨🏻‍💻 Meet Lumina – my personal AI assistant powered by hybrid RAG with Pinecone vector 48 Claude Code, Codex, OpenCode 14 1,788 tok
raymondchins/agentmap Stop your coding agent reading the wrong files. Compiler-grade TS/JS repo map — 100% preci 48 Claude Code, Codex, OpenCode 2 1,168 tok
spencermarx/obsidian-ai Bring your own AI environment to Obsidian. For note/doc creation, refinement, search, orga 48 Claude Code, Codex, OpenCode 2 1,328 tok
CES-Ltd/TitanX Enterprise AI Agent Orchestration Platform — Secure, Observable, Configurable. Multi-agent 48 Claude Code, Codex, OpenCode 13 1,685 tok
DiegoGuidaF/PulseWeaver Self-hosted forward-auth sidecar that gates your services by request IP + host — give fami 48 Claude Code, Codex, OpenCode 2 1,431 tok
modem-dev/podguy Agent-driven post-production workflow for video podcasts 48 Claude Code, Codex, OpenCode 2 1,032 tok
judell/bram 48 Claude Code, Codex, OpenCode 4 4,108 tok
ardhaecosystem/RUDR9 One command → full AI engineering team. Transforms Hermes Agent into a 9-role development 48 Codex, OpenCode 1 544 tok
mathruffian-dot/voxcpm2-voice-cloner VoxCPM2 voice cloner with auto GPU detection (CUDA/XPU/CPU) and Ultimate Cloning support 48 Claude Code, Codex, OpenCode 2 1,096 tok
patriceckhart/hrdx hrdx.dev Yet another minimal and lightweight terminal multiplexer built for the agent era. 48 Codex, OpenCode 1 2,474 tok
kaeawc/auto-mobile kaeawc.github.io Mobile automation suite of tools including an MCP and libraries for test authoring & execu 48 Claude Code, Codex, OpenCode 20 8,676 tok
1475505/Miliastra-toolbox ugc.070077.xyz [Qianxing Qiyu Toolbox] Knowledge-base Q&A for Qianxing Sandbox (Genshin UGC). Provides MC 48 Codex, OpenCode 1 248 tok
jpcaparas/skills My curated agent skills 48 Claude Code, Codex, OpenCode 7 1,592 tok
coffee-man666/mommy-chaogu 48 Codex, OpenCode 1 4,704 tok
rohanbeingsocial/candlekit-charts rohanbeingsocial.github.io Tree-shakeable financial charting toolkit over lightweight-charts: candlestick/OHLC/line/a 48 Claude Code, Codex, OpenCode 2 4,825 tok
Algorithmiq/monoprop docs.monoprop.algorithmiq.tech monoprop :rocket: because your operators deserve to propagate at escape velocity 48 Claude Code, Codex, GitHub Copilot, OpenCode 3 928 tok
RaisFast/raisfast raisfast.com The fastest CMS, easiest to deploy. Single binary, zero dependencies, zero GC. Download an 48 Codex, OpenCode 1 3,768 tok
sinyu1012/proxypin-mcp-workbench An automation workbench based on ProxyPin and MCP for traffic capture, API analysis, Mock 48 Codex, OpenCode 1 927 tok
hooosberg/AgentLimb agentlimb.com Let any AI coding tool — Claude Code, Cursor, Codex — drive your real Chrome. One-prompt s 48 Claude Code, Codex, OpenCode 2 300 tok
dualface/quicktui quicktui.ai Self-hosted remote terminal for iPhone, iPad & browser — attach tmux and run Claude Code, 48 Codex, OpenCode 1 623 tok
GregorBiswanger/featherspec A featherweight spec-driven development template with a Memory Bank, for Claude Code and G 48 Claude Code, Codex, GitHub Copilot, OpenCode 10 3,252 tok
jmoyers/everquest-companion EverQuest Legends companion — real-time log analysis, DPS meter, quest/boss tracking, aler 48 Claude Code, Codex, OpenCode 5 36,674 tok
sema-lisp/sema sema-lang.com A Lisp with first-class LLM primitives, implemented in Rust 48 Claude Code, Codex, OpenCode 8 7,706 tok
seldonframe/seldonframe seldonframe.com Open-source AI front-office factory for agencies serving local businesses: website, bookin 48 Claude Code, Codex, Cursor, OpenCode, Windsurf 22 5,556 tok
MGrin/awesome-bb-plugins A curated list of community plugins for bb, the agent IDE — the ecosystem's missing direct 48 Claude Code, Codex, OpenCode 2 872 tok
tao12345666333/ankaloop Out-of-the-box coding-agent runtime for terminal, IDE, server, and Telegram: built-in tool 48 Codex, OpenCode 1 1,328 tok
huaweicloud/huaweicloud-devkit Official Huawei Cloud plugin for AI agents — skills, MCP tools, safety guardrails, and cl 48 Claude Code, Codex, OpenCode 1 2,964 tok
petekp/claude-code-setup My forkable Claude Code setup with sync feature 48 Claude Code, Codex, OpenCode 2 1,074 tok
fengkx/beancount-lsp Beancount Language Server Protocol (LSP) implementation run on electron and browser (VSCod 48 Claude Code, Codex, OpenCode 3 2,280 tok
matheusht/redthread An autonomous red-teaming engine for LLMs. RedThread manages the full security lifecycle: 48 Claude Code, Codex, OpenCode 10 1,929 tok
pinebasedev/svelteflare svelteflare.com A SvelteKit, Hono and Cloudflare SaaS boilerplate to launch your next MVP. 47 Claude Code, Codex, OpenCode 2 879 tok
oneshot-repo/OneShot One prompt. Full delivery. 47 Claude Code, Codex, OpenCode 13 2,231 tok
xmm/codex-bmad-skills BMAD skills and workflows for OpenAI Codex (App, CLI, Web): intent-based execution, YAML p 47 Codex, OpenCode 1 681 tok
wisdomgraph/mega-code megacode.ai The Self-evolving AI Coding Infrastructure 47 Codex, OpenCode 1 775 tok
kittimasak/thai-token-optimizer A Thai token optimization tool for AI coding agents that keeps commands, code, and technic 47 Codex, Gemini CLI, OpenCode 2 812 tok
erayendes/app-store-connect-mcp npmjs.com Heimdall — MCP server for the Apple App Store Connect API and App Store Server API (StoreK 47 Claude Code, Codex, OpenCode 2 1,396 tok
mandarwagh9/embedist AI-Native Embedded Development Environment 47 Claude Code, Codex, OpenCode 2 1,680 tok
jvogan/motif jvogan.github.io An AI-native molecular biology workbench for Claude Science: Claude opens sequence files a 47 Codex, OpenCode 1 984 tok
xxxxxccc/devops-bot Chat-driven AI coding agent — discuss requirements in group chat, get automated code chang 47 Claude Code, Codex, OpenCode 2 1,137 tok
sbischoff-ai/pygase A Python package that contains a high-performance, versatile UDP-based game server, client 47 Codex, OpenCode 1 1,067 tok
intent-integrity-chain/kit Intent Integrity Kit - Closing the intent-to-code chasm 47 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 1,884 tok
caretive-ai/project-careti careti.ai Careti: Your New AI Patner : Adding Cursor's Flexibility to Cline's Transparency 47 Claude Code, Codex, OpenCode 9 4,135 tok
chriskoch/ngx-renamer AI-powered post-consume script for Paperless NGX that generates high-quality, language-awa 47 Codex, OpenCode 1 3,909 tok
elastic/docs-content docs-v3-preview.elastic.dev Elastic Documentation Content 47 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,504 tok