How real projects configure their agents

22,145 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
huyphan13189/QE-AI 23 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 17 10,209 tok
basher83/lunar-claude Repo for my personal Claude Code configs 23 Claude Code, Codex, OpenCode 32 628 tok
nghjjnjnf/echo-kaoyan-english-skill Echo_Graduate Entrance Exam English SKILL: A Codex skill-only plugin for detailed analysis 23 Claude Code, Codex, OpenCode 3 1,380 tok
NVIDIA/cloudxr-js-samples nvidia.github.io The samples for CloudXR.js, a JavaScript Client SDK that enables developers to build enter 23 Codex, OpenCode 1 1,717 tok
cesarandreslopez/tauri-agent-tools cesarandreslopez.github.io Agent-driven inspection toolkit for Tauri desktop apps 23 Claude Code, Codex, OpenCode 2 3,772 tok
maximskorohod/memohood Dialogue memory for AI agents (hermes plugin): auto-recall of facts across sessions, LLM f 23 Codex, OpenCode 1 1,318 tok
biglinux/biglinux-webapps 23 Codex, OpenCode 1 2,676 tok
mitkox/background-coding-agents Background Coding Agents for Manufacturing Example Code 23 Codex, OpenCode 1 3,014 tok
prashantdivate/yocto-lens A terminal UI for Yocto/OpenEmbedded static analysis, style checks, layer validation, patc 23 Claude Code, Codex, OpenCode 2 484 tok
Gusto/baerly-storage medium.com Document database with no database server. Tiny, LLM-friendly TypeScript API; DB engine ru 23 Claude Code, Codex, OpenCode 4 6,928 tok
zhuanggenhua/BoardGame 23 Claude Code, Codex, OpenCode 9 297 tok
NickZaitsev/ru-normalizr pypi.org ru-normalizr — the best Russian text normalizer without LLMs. Converts numbers, dates, tim 23 Claude Code, Codex, OpenCode 7 1,402 tok
Automattic/newspack-workspace All the code that's fit to ship 23 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,095 tok
jianzhoujz/input-indicator macOS Chinese input method indicator (supports Doubao Input Method/WeChat Input Method) 23 Codex, OpenCode 1 7,192 tok
rehiy/isrvd isrvd.rehiy.com All-in-one server management tool built with Go + Vue 3, providing full-stack operations c 23 Codex, OpenCode 1 5,398 tok
nearform/lastlight lastlight.dev Self-hostable, MIT Licensed, Enterprise AI Software Factory 23 Claude Code, Codex, OpenCode 5 2,498 tok
huqianghui/mindforge AI, Azure, Philosophy & Engineering musings — an Obsidian-powered digital forge for deep t 23 Claude Code, Codex, OpenCode 5 6,686 tok
lelele-cloud/ai-comic-drama One-click AI-generated animated dramas 23 Claude Code, Codex, Cursor, OpenCode 4 143 tok
AshotN/OpenCode-Relay A plugin to integrate the OpenCode AI coding assistant into IntelliJ-based IDEs. 23 Codex, OpenCode 2 361 tok
Just-Agent/make-agents-cheaper Rust CLI for improving prompt cache hit rate in coding-agent workflows 23 Claude Code, Codex, OpenCode 2 783 tok
shangyankeji/zhixun xiaoguan.syhub.net An AI-driven system for cultivating top salespeople and helping socially anxious people de 23 Codex, OpenCode 1 3,092 tok
savethepolarbears/jules-mcp-server Production-ready Model Context Protocol (MCP) server for Google Jules API. Enables autonom 23 Claude Code, Codex, Gemini CLI, OpenCode 3 1,176 tok
rainmanjam/poka-yoke Mistake-proofing for software. Shigeo Shingo's poka-yoke method as a Claude Code plugin: a 23 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,387 tok
stevengonsalvez/agents-in-a-box stevengonsalvez.github.io context engineering for agentic coding 23 Claude Code, Codex, OpenCode 6 729 tok
hyhmrright/logic-lens Logic-first AI code review via semi-formal execution tracing (Premises → Trace → Divergenc 23 Claude Code, Codex, Gemini CLI, OpenCode 5 3,431 tok
VincentChuWaiChow/vanguard-frontier-agentic Curated marketplace of AI skills, agents, and rules for cloud, zero-trust, and compliance- 23 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 5,843 tok
visnia-ai/browser-agent A powerful & efficient browser agent that automates any task on the web 23 Codex, OpenCode 1 529 tok
gaspareduard/Omada-mcp Security-first MCP server for TP-Link Omada, with a stdio-first runtime, capability-gated 23 Claude Code, Codex, OpenCode 3 2,700 tok
bidyashish/vedicpanchanga.com vedicpanchanga.com Drik Panchanga Vedic 23 Claude Code, Codex, OpenCode 2 9,187 tok
jvm/pi-mono Monorepo for Pi-related projects 23 Claude Code, Codex, OpenCode 2 2,544 tok
xiarongwen/boss-auto-job 🎯 BOSS Zhipin skill — search + AI matching + automatic applications (Camoufox stealth mod 23 Claude Code, Codex, Cursor, OpenCode 3 2,967 tok
Fantety/next-engine nextengine.net Next Engine – Multi-platform 2D and 3D game engine with AI 23 Codex, OpenCode 1 314 tok
theanibalos/MicroCoreOS microcoreos.com The Elastic Monolith: A microkernel architecture designed to optimize AI context windows, 23 Claude Code, Codex, OpenCode 2 4,263 tok
salesforce-ux/design-system-2-starter-kit salesforce-ux.github.io 23 Claude Code, Codex, OpenCode 4 1,523 tok
jyt6640/persona-harness Continuously refine your project’s engineering philosophy — and keep AI coding agents hone 23 Codex, OpenCode 1 768 tok
JuandaGarcia/crd-ui crd-ui.juanda.co 💳 A credit & debit card component. Dependency-free, themeable, localizable. One package f 23 Codex, OpenCode 1 776 tok
caomengxuan666/cxxmcp A conformance-tested C++17 SDK for Model Context Protocol servers and clients. 23 Codex, OpenCode 1 2,073 tok
koltyakov/browser-bridge 🤖 Browser Bridge for Agentic AI Development - browser extension, MCP, and skilled CLI 23 Codex, OpenCode 1 2,959 tok
burin-labs/harn harnlang.com Harn is a programming language and runtime for building AI agents. 23 Claude Code, Codex, OpenCode 13 3,979 tok
Lotus0614/ComfyUI-APP-MCP a comfyui plugin to transform APP Mode workflow to MCP 23 Codex, OpenCode 1 635 tok
bloom-directory/bloom bloom.directory Agent-native finance starts with your filesystem. 23 Codex, OpenCode 1 866 tok
sabbirba/preconnect preconnect.app Flutter app for BRAC University students with SSO login and Connect API integration. 23 Claude Code, Codex, OpenCode 3 1,471 tok
cpatrickalves/plane-cli A command-line interface for https://plane.so, an open-source project management tool. The 23 Codex, OpenCode 1 1,512 tok
SAP/astonish sap.github.io Multi-tenant AI agent platform for teams: Studio, CLI, shared memory, reusable flows, gene 23 Claude Code, Codex, OpenCode 2 2,382 tok
flamexnreal/davinci-resolve-ai-bridge-mcp DaVinci Resolve (Free and Studio) MCP server for Claude, Cursor, Codex, and Antigravity. F 23 Codex, OpenCode 1 777 tok
sbroenne/mcp-server-powerpoint powerpointmcpserver.dev Automate real Microsoft PowerPoint with AI via MCP Server or CLI - slides, shapes, tables, 23 Claude Code, Codex, GitHub Copilot, OpenCode 10 7,694 tok
Soushi888/holochain-agent-skills soushi888.github.io Agent skills for Holochain hApp development on Holochain 0.7. Agent Skills Open Standard: 23 Claude Code, Codex, OpenCode 2 3,586 tok
geekjourneyx/industry-research A professional industry research Skill that turns industry, sector, and company questions 23 Claude Code, Codex, OpenCode 2 2,550 tok
giang6283623/minimal-vibe-coding-kit A lightweight, reusable kit of shared rules, skills, and agent/command prompts for AI-assi 23 Claude Code, Codex, OpenCode 3 2,420 tok
martinholovsky/SOTA-skills probably.group Engineering best practices that AI coding agents actually apply — 40+ skills, from secure 23 Claude Code, Codex, Gemini CLI, OpenCode 3 3,532 tok