How real projects configure their agents

43,579 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
royshil/obs-mcp An MCP server for OBS 127 Claude Code 1 301 tok
evo-design/proto-tools proto.evodesign.org A universal infrastructure layer for generative biology 127 Claude Code, Codex, Gemini CLI, OpenCode 5 1,593 tok
mit-han-lab/mlsys2026-flashinfer-contest 127 Claude Code 1 463 tok
ChrisTitusTech/titus-ai Codex and AI skills 127 Claude Code, Codex, OpenCode 16 1,017 tok
Seeed-Studio/kicad-mcp-server 🔌 MCP server for KiCad EDA - Analyze schematics & PCBs, trace pin-level connections, auto 127 Claude Code 1 2,883 tok
neilberkman/ccrider Search, browse, and resume your Claude Code sessions. Fast. 127 Codex, OpenCode 1 1,552 tok
hiromaily/go-crypto-wallet Cryptocurrency wallet for trading for Bitcoin, Bitcoin cash, Ethereum, ERC20, XRP Leger (R 127 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,234 tok
shodan1q/zeroapp The domestic operating system is reshaping the mobile ecosystem, but HarmonyOS's biggest b 126 Claude Code 2 2,311 tok
mbhatt1/GhostLine Feed it a number. Your cloned voice does the social engineering, while you sip your coffee 126 Codex, OpenCode 1 1,736 tok
pithings/zigpty Tiny, cross-platform PTY library for Node.js, built in Zig, also usable as a standalone Zi 126 Claude Code, Codex, OpenCode 2 7,364 tok
ryan-yuuu/crypto-trading-arena The open source trading arena 126 Claude Code, Codex 6 795 tok
LFDT-Lineth/lineth-monorepo linea.build The principal Lineth repository. Lineth is an enterprise-grade EVM layer 2 framework for d 126 Claude Code, Codex, GitHub Copilot, OpenCode 8 5,518 tok
qzaidi/quran node,websql and javascript API for Holy quran 126 Claude Code 1
cameroncooke/reloaderoo async-let.com Powerful MCP debugging proxy and CLI inspection tool. 126 Claude Code 1 2,369 tok
nolabs-ai/AgentUp always-further.github.io Portable , scalable , secure AI Agents 126 Claude Code 1 3,948 tok
tmdgusya/engineering-discipline tmdgusya.github.io SKILL for engineering-discipline 126 Gemini CLI 1 24 tok
pryv/open-pryv.io pryv.github.io Open-source version of Pryv.io 126 Codex, OpenCode 1 6,341 tok
mxtommy/Kip SignalK Instrument package 126 Claude Code, Codex, GitHub Copilot 11 6,085 tok
mattgodbolt/agner Reworking of Agner Fog's performance test programs for Linux 126 Claude Code 1 2,405 tok
mikechao/brave-search-mcp An MCP Server implementation that integrates the Brave Search API, providing, Web Search, 126 Codex, Gemini CLI, OpenCode 2 1,540 tok
HagiCode-org/site hagicode.com Official marketing site for HagiCode product capabilities, AI coding workflows, and gettin 126 Claude Code, Codex, OpenCode 2 373 tok
riverscn/intro-agentic-ai intro-agentic-ai.lishun.me Understanding Agentic AI: From neural networks to intelligent agents. 126 Claude Code, Codex 2
st0012/ruby-skills Claude Code plugins for Ruby development. 126 Claude Code 1 1,197 tok
CopilotKit/generative-ui-playground go.copilotkit.ai Interact with all three types of generative UI, all in one interface 126 Claude Code 1 2,286 tok
ucsandman/OpenClaw-Setup my personal OpenClaw setup with hierarchical memory, meditation, tools, etc. https://www.r 126 Codex, OpenCode 1 908 tok
smartcontractkit/chainlink-agent-skills [PUBLIC] Repository for Chainlink Skills that implement https://agentskills.io/specificati 126 Claude Code, Codex, OpenCode 2 1,133 tok
nanasess/setup-chromedriver ChromeDriver for use in GitHub Actions 126 Claude Code 1 985 tok
CliMA/ClimaAtmos.jl clima.github.io GPU-capable global atmosphere model of the CliMA Earth System Model, designed for calibrat 126 Claude Code, Codex, GitHub Copilot, OpenCode 3 905 tok
lance-format/lance-duckdb The lance extensions for DuckDB enable reading and writing of lance tables. 126 Claude Code, Codex, OpenCode 2 1,672 tok
dandye/ai-runbooks 126 Claude Code, Gemini CLI 2 6 tok
interviewstreet/hackerrank-orchestrate-may26 126 Claude Code, Codex, OpenCode 2 2,497 tok
voidful/academic-skills A complete academic research Skill suite. Supports Claude Code, ChatGPT / Codex CLI, and G 126 Claude Code 1 709 tok
taoAIGC/AICompare one click to open multi AI sites | Open multiple AI sites with one click and view AI resul 126 Claude Code, Cursor 2 1,178 tok
NoahDuongMaster/vibe-code-stack-for-ceos vibe-code-stack-for-ceos.duongnamtruong.com AI-first Turborepo monorepo where Claude Code, Cursor, Copilot, Gemini CLI, Kiro & Windsur 126 Claude Code, Codex, OpenCode 2 7,957 tok
saiday/kukuroo kukuroo.cc Self-hosted Web Push on a Cloudflare Worker: iOS and macOS notifications with no server to 126 Claude Code 1 131 tok
SkillNerds/xskill xskill.wiki Self-evolving skills lib for coding agents 126 Claude Code, Codex 1
qrak/LLM_trader LLM-powered Crypto Trading Framework with Vision AI chart analysis, real-time Neural Engin 126 Codex, OpenCode 1 22,527 tok
raintree-technology/hig-doctor apple.raintree.technology Apple HIG reference and cross-framework UI audit tooling for agents. 126 Codex, OpenCode 1 243 tok
AI-Unified-Process/marketplace 126 Claude Code 1 3,705 tok
JimmyLv/bibigpt-skill Video summarizer agent skill for Claude Code, Codex, ChatGPT & OpenClaw — YouTube/Bilibili 126 Claude Code 1 751 tok
liyupi/yu-ai-learn codefather.cn A 2026 new project for hands-on AI programming, based on Taro, React, FastAPI, and DeepSee 126 Claude Code, Codex 4
heygen-com/heygen-cli developers.heygen.com Create AI videos from the terminal. Official CLI for the HeyGen video generation API. 126 Claude Code, Codex, OpenCode 4 1,760 tok
joohw/boss-cli boss-cli.com Boss Zhipin automation CLI: candidate lists, talent recommendations, bulk messaging, and a 126 Codex, OpenCode 1 357 tok
starroyhq/agentkib agentkib.com Local-first desktop control plane for coding-agent context, Skills, sessions, and toolchai 126 Codex, OpenCode 1 55 tok
highkay/tencent-ima-copilot-mcp tencent-ima-copilot-mcp 126 Claude Code 1 1,412 tok
agustinusnathaniel/nextarter-tailwind nextarter-tailwind.sznm.dev battery packed template / boilerplate to initialize PWA ready Next.js app with TailwindCSS 125 Claude Code, Codex, OpenCode 3 1,839 tok
Azure-Samples/remote-mcp-functions-python Getting Started with Remote MCP Servers using Azure Functions (Python) 125 GitHub Copilot 1 314 tok
jh941213/my-cc-harness my-claude-code-asset 125 Claude Code 1 2,936 tok
DrugClaw/DrugClaw drugclaw.com 💊 AI Research Assistant for Accelerated Drug Discovery. 🦞 125 Claude Code, Codex, OpenCode 2 3,050 tok
radimsem/remindb An agentic memory database that cuts session tokens by 82–99%. One portable SQLite file — 125 Claude Code 11 2,473 tok