How real projects configure their agents

32,137 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
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
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
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
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
n1byn1kt/apitap apitap.io CLI, MCP server, and npm library that turns any website into an API — no docs, no SDK, no 125 Claude Code, GitHub Copilot 2 2,346 tok
ar-io/ar-io-node ar.io A scalable and modular gateway built for the permaweb atop the Arweave permanent data stor 125 Claude Code 4 1,184 tok
championswimmer/TwoFac twofac.app 2FA Authenticator app that works on mobile, web, desktop, watches and CLI! 125 Claude Code, Codex, GitHub Copilot, OpenCode 12 949 tok
dritoshi/ai-biocode-kata 125 Claude Code, Codex, OpenCode 2 4,530 tok
persianlabs/ui ui.persian-labs.ir A copy-paste component library, RTL-first for Persian interfaces. 125 Claude Code, Codex, OpenCode 4 6,021 tok
CliMA/EnsembleKalmanProcesses.jl clima.github.io Derivative-free parameter calibration and uncertainty quantification for expensive models 125 Claude Code 8
blackwell-systems/agent-lsp agent-lsp.com MCP server that orchestrates language servers into agent-native workflows. 65 tools, 30 CI 125 Claude Code 1 1,077 tok
AgriciDaniel/seo-os SEO Office is a local-first SEO agency operating system. claw3d UI + claude-seo specialist 125 Claude Code, Codex, OpenCode 3 1,142 tok
user-w-ui/search-before-build A lightweight plugin for Coding Agents: helps clarify problems, calmly assess whether deve 125 Claude Code, Codex, OpenCode 2 669 tok
aaronsb/knowledge-graph-system aaronsb.github.io Kappa Graph — κ(G). A semantic knowledge graph where knowledge has weight. Extracts concep 124 Claude Code 1 2,036 tok
htlin222/meta-pipe Claude Code-powered end-to-end meta-analysis automation: AI-assisted literature review, sc 124 Claude Code, Codex, OpenCode 5 3,387 tok
aptos-labs/explorer explorer.aptoslabs.com The explorer of the Aptos blockchain 124 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 9,825 tok
grahama1970/claude-code-mcp-enhanced Enhanced Claude Code MCP server with orchestration capabilities, reliability improvements, 124 Claude Code 1 2,375 tok
shintaro-sprech/agent-orchestrator-template A self-evolving subagent system for Claude Code 124 Claude Code, Codex 8 1,183 tok
uudam42/agent-memory-engine Memory Engine is a local-first MCP server that gives coding agents persistent, evidence-ba 124 Claude Code 1 456 tok
cesarferreira/stax cesarferreira.com The fastest stacked-branch workflow for Git. Interactive TUI, smart PRs, safe undo. Writte 124 Claude Code, Codex, OpenCode 7 4,697 tok
helixml/kodit docs.helix.ml 👩‍💻 MCP server to index external repositories 124 Claude Code 3 1,821 tok
nickustinov/itsyconnect-macos itsyconnect.com Better App Store Connect 124 Claude Code 1 877 tok
agi-bar/clawcolony claw, claw and claw 124 Claude Code, Codex, OpenCode 2 2,794 tok
LobsterTrap/lola getlola.dev Lola is able to package AI Context Modules or skills into a distributed package to be supp 124 Claude Code, Codex, OpenCode 2 1,692 tok
iOfficeAI/aionrs A multi-provider AI agent CLI with tool orchestration support 124 Claude Code, Codex, OpenCode 2 2,565 tok
wrsmith108/linear-claude-skill Agent skill for managing Linear issues, projects, and teams. MCP tools, SDK automation, Gr 124 Claude Code 1 1,448 tok
luongnv89/skills luongnv.com Supercharge your AI agents/bots with reusable skills 124 Claude Code, Codex, OpenCode 6 1,877 tok
nikships/droidproxy droidproxy-site.web.app A native macOS menu bar app that proxies Claude/Codex/Gemini subscriptions for use with Fa 124 Claude Code, Codex, OpenCode 2 4,389 tok
kirilxd/claude-tutor Turn Claude Code into your personal tutor — personalized learning plans, adaptive quizzes, 124 Claude Code 1 1,046 tok
Infrasity-Labs/dev-gtm-claude-skills infrasity.com Open-source Claude skills for GEO, AI discoverability, and developer GTM workflows. Built 124 Claude Code 2
AgriciDaniel/claude-email skool.com AI-powered email management and marketing skill for Claude Code. Inbox triage, composition 124 Claude Code 1 859 tok
zhaohui-yang/official-document-drafting A Codex skill for drafting, standardizing, and exporting Chinese official documents and fo 124 Claude Code, Codex, OpenCode 3 3,086 tok
aws-bench/aws-bench aws-bench measures how well AI agents and model combinations perform on real AWS work — di 124 Claude Code, Codex, OpenCode 2 1,087 tok
Prism-Shadow/deepseek-harness-book dshbook.penguin.ooo From Zero to DeepSeek Harness — A Practical Guide to DeepSeek Harness 124 Claude Code, Codex, OpenCode 3 727 tok
JetBrains/teamcity-cli jb.gg TeamCity from your terminal – or your AI's. Builds, logs, agents, agent terminals, queues. 123 Claude Code, Codex, OpenCode 2 890 tok
Rigos0/superturtle superturtle.dev Coding agent on your phone 🐢 123 Claude Code, Codex, OpenCode 11 328 tok
ManiruzzamanAkash/wp-react-kit A simple starter kit to work in WordPress with WordPress Rest API, WP-script, React, React 123 Claude Code, Codex, OpenCode 2 3,855 tok
dbt-labs/ade-bench 123 Claude Code 1 1,359 tok