How real projects configure their agents

23,112 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 agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269Frontend2,250Security1,980Productivity1,695

All Claude Code32,004 Codex23,112 OpenCode21,881 GitHub Copilot3,501 Gemini CLI1,902 Cursor1,724 Windsurf62 Kiro40

Project Stars Configures Files Always loaded
kortix-ai/suna kortix.com The open-source AI Management System 20,178 Claude Code, Codex, OpenCode 21 7,224 tok
debpalash/VoiceStudio voicestudio.sh VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice 20,054 Claude Code, Codex, OpenCode 6 5,369 tok
pydantic/pydantic-ai pydantic.dev How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, eve 19,757 Claude Code, Codex, OpenCode 12 3,621 tok
refactoringhq/tolaria tolaria.md Desktop app to manage markdown knowledge bases 19,716 Claude Code, Codex, Gemini CLI, OpenCode 6 5,624 tok
datawhalechina/easy-vibe datawhalechina.github.io 💻 vibe coding 101|The first course for AI-native product builders. 19,294 Claude Code, Codex, OpenCode 2 3,438 tok
elizaOS/eliza elizaresearch.ai Open source agentic operating system 19,275 Claude Code, Codex, OpenCode 2 11,794 tok
1jehuang/jcode jcode.sh The most RAM efficient harness 19,249 Codex, OpenCode 1 633 tok
teng-lin/notebooklm-py Unofficial Python API and agentic skill for Google Gemini Notebook. Full programmatic acce 19,187 Claude Code, Codex, OpenCode 2 2,673 tok
agent0ai/agent-zero agent-zero.ai Agent Zero AI framework 19,110 Codex, OpenCode 1 1,325 tok
compiler-explorer/compiler-explorer godbolt.org Run compilers interactively from your web browser and interact with the assembly 19,047 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,482 tok
wasp-lang/wasp wasp.sh The batteries-included full-stack framework for the AI era. Develop JS/TS web apps (React, 18,725 Claude Code, Codex, OpenCode 4 1,185 tok
iii-hq/iii iii.dev Effortlessly compose, extend, and observe every service in real-time for the first time ev 18,677 Codex, OpenCode 1 1,777 tok
keploy/keploy keploy.io Open-source platform for creating safe, isolated production sandboxes for API, integration 18,439 Claude Code, Codex, OpenCode 4 4,945 tok
nukeop/nuclear nuclearplayer.com Streaming music player that finds free music for you 18,404 Claude Code, Codex, GitHub Copilot, OpenCode 6 4,563 tok
ccusage/ccusage ccusage.com npx ccusage 18,399 Claude Code, Codex, OpenCode 21 844 tok
arc53/DocsGPT app.docsgpt.cloud Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, 18,243 Codex, OpenCode 1 2,202 tok
RightNow-AI/openfang openfang.sh Open-source Agent Operating System 18,167 Claude Code, Codex, OpenCode 2 1,448 tok
nesquena/hermes-webui get-hermes.ai Hermes WebUI: The best way to use Hermes Agent from the web or from your phone! 18,129 Codex, OpenCode 1 1,537 tok
zhanymkanov/fastapi-best-practices FastAPI Best Practices and Conventions we used at our startup 18,043 Codex, OpenCode 1 4,106 tok
microsoft/agent-lightning microsoft.github.io The absolute trainer to light up AI agents. 17,996 Codex 1
gastownhall/gastown Gas Town - multi-agent workspace manager 17,950 Claude Code, Codex, Cursor, OpenCode 8 1,529 tok
muratcankoylan/Agent-Skills-for-Context-Engineering A comprehensive collection of Agent Skills for context engineering, multi-agent architectu 17,932 Claude Code, Codex, OpenCode 2 3,822 tok
windmill-labs/windmill windmill.dev Open-source developer platform to power your entire infra and turn scripts into webhooks, 17,795 Claude Code, Codex, OpenCode 25 4,076 tok
langbot-app/LangBot langbot.app Production-grade platform for building agentic IM bots - Production-grade multi-platform i 17,665 Claude Code, Codex, OpenCode 2 1,193 tok
itwanger/toBeBetterJavaer javabetter.cn An easy-to-understand, witty, and humorous Java learning guide covering core topics includ 17,583 Claude Code, Codex, OpenCode 15 747 tok
every-app/open-seo openseo.so Open source alternative to Semrush and Ahrefs 17,561 Claude Code, Codex, OpenCode 22 1,300 tok
Canner/WrenAI getwren.ai GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open 17,517 Claude Code, Codex, OpenCode 2 123 tok
browser-use/browser-harness browser-harness.com Browser Harness | Self-healing harness that enables LLMs to complete any task. 17,405 Claude Code, Codex, OpenCode 2 545 tok
tradingview/lightweight-charts tradingview.com Performant financial charts built with HTML5 canvas 17,193 Claude Code, Codex 1
microsoft/mcp-for-beginners This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) th 17,163 Codex, OpenCode 1 3,238 tok
ipfs/kubo docs.ipfs.tech IPFS implementation in Go: a daemon that stores and serves content-addressed data, with a 17,125 Codex, OpenCode 1 7,449 tok
apache/apisix apisix.apache.org The Cloud-Native API Gateway and AI Gateway 17,085 Codex, OpenCode 1 354 tok
larksuite/cli The official Lark/Feishu CLI tool, maintained by the larksuite team — built for humans and 17,044 Codex, OpenCode 1 2,962 tok
bradautomates/claude-video Give Claude the ability to watch any video. /watch downloads, extracts frames, transcribes 16,867 Claude Code, Codex, OpenCode 2 921 tok
umijs/qiankun qiankun.umijs.org 📦 🚀 Blazing fast, simple and complete solution for micro frontends. 16,681 Claude Code, Codex, OpenCode 3 3,078 tok
udecode/plate platejs.org Rich-text editor with AI and shadcn/ui 16,559 Claude Code, Codex, OpenCode 3 3,032 tok
semgrep/semgrep semgrep.dev Lightweight static analysis for many languages. Find bug variants with patterns that look 16,533 Claude Code, Codex, OpenCode 2 2,020 tok
AgriciDaniel/claude-seo claude-seo.md Universal SEO skill for Claude Code. 25 sub-skills + 18 sub-agents covering technical SEO, 16,469 Claude Code, Codex, OpenCode 2 6,692 tok
googleapis/mcp-toolbox mcp-toolbox.dev MCP Toolbox for Databases is an open source MCP server for databases. 16,325 Claude Code, Codex, Gemini CLI, OpenCode 3 3,619 tok
getpaseo/paseo paseo.sh Orchestrate multiple coding agents from desktop and mobile 16,249 Claude Code, Codex, OpenCode 4 4,240 tok
triggerdotdev/trigger.dev trigger.dev Trigger.dev – build and deploy fully‑managed AI agents and workflows 16,223 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 11 3,528 tok
xbtlin/ai-berkshire Berkshire in the AI era: a value investing research framework built for Claude Code / Code 16,211 Claude Code, Codex, OpenCode 2 2,391 tok
vercel/vercel vercel.com Develop. Preview. Ship. 16,205 Codex, OpenCode 1 1,045 tok
langchain-ai/openwiki OpenWiki is a CLI that writes and maintains agent documentation for your codebase. 16,178 Claude Code, Codex, OpenCode 2 340 tok
tradecatlabs/vibe-coding-cn x.com Vibe Coding tutorial from beginner to advanced|AI pair programming workflow|Prompt, Skill, 16,106 Codex, OpenCode 1 5,556 tok
MODSetter/SurfSense surfsense.com Open-source NotebookLM alternative. Research the open web with live data(Reddit, YT, IG, T 16,102 Claude Code, Codex, Cursor 33
alshedivat/al-folio alshedivat.github.io A beautiful, simple, clean, and responsive Jekyll theme for academics 16,098 Claude Code, Codex, GitHub Copilot, OpenCode 12 3,826 tok
vercel-labs/json-render json-render.dev The Generative UI framework 16,098 Codex, OpenCode 1 1,357 tok
scalar/scalar scalar.com Scalar is an open-source API platform: 🌐 Modern REST API Client 📖 Beautiful API Referenc 16,063 Claude Code, Codex, OpenCode 9 4,819 tok
Kanaries/pygwalker kanaries.net PyGWalker: Turn your dataframe into an interactive UI for visual analysis 15,957 Claude Code, Codex, OpenCode 2 3,355 tok