How real projects configure their agents

23,157 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
mcpc-tech/dev-inspector-mcp AI-powered visual debugging for your React, Vue, Svelte, SolidJS, Preact & Next.js app via 47 Claude Code, Codex 1
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
openshift/service-ca-operator Controller to mint and manage serving certificates for Kubernetes services 47 Claude Code, Codex, OpenCode 2 2,623 tok
SpillwaveSolutions/agent_rulez Agent Rulz 47 Claude Code, Codex, OpenCode 26 3,680 tok
Verified-zkEVM/CompPoly Computable Polynomials in Lean. 47 Claude Code, Codex, OpenCode 2 1,855 tok
galsci/pysm pysm3.readthedocs.io PySM 3: Sky emission simulations for Cosmic Microwave Background experiments 47 Codex, OpenCode 1 1,476 tok
niksacdev/engineering-team-agents These are agent templates that can be used by teams to adopt a developer agent workflow fo 47 Codex, OpenCode 1 1,196 tok
aws-samples/sample-agent-skills-for-builders A curated collection of ready-to-use agent skills covering AWS development, security scann 47 Claude Code, Codex, OpenCode 2 1,303 tok
M-Pineapple/Claude-Project-Coordinator Claude Project Coordinator is a Swift-powered MCP (Model Context Protocol) server designed 47 Claude Code, Codex, OpenCode 2 358 tok
pancakeswap/pancakeswap-ai pancakeswap-ai.pancake.run Pancakeswap specific AI tools for developers and AI agents integrating the pcs ecosystem. 47 Claude Code, Codex, OpenCode 3 4,258 tok
SigNoz/signoz.io signoz.io SigNoz Website 47 Claude Code, Codex, OpenCode 14 782 tok
AgriciDaniel/best-practices the kernel for shipping changes. engineering kernel underneath, agent kernel on top. read 47 Codex, OpenCode 1 870 tok
hiroro-work/claude-plugins 47 Claude Code, Codex, Gemini CLI, OpenCode 21 3,296 tok
web3insight-ai/web3insight web3insight.ai Discover, analyze, and connect with Web3 developers. Powered by GitHub data and on-chain a 47 Claude Code, Codex, OpenCode 33 2,344 tok
wunki/dotfiles petar.dev Command-line lovers unite! I'm sharing my dotfiles, so you don't have to be me and spend y 47 Codex, OpenCode 1 249 tok
symfony/ai-demo symfony.com Symfony AI Demo Application 47 Claude Code, Codex, OpenCode 4 1,845 tok
Reedtrullz/Vifty Native macOS menu-bar fan control and charger-power monitor for Apple Silicon MacBook Pros 47 Codex, OpenCode 1 10,691 tok
cbdb-project/cbdb-online-main-server CBDB online system main server 47 Claude Code, Codex, Gemini CLI, OpenCode 4 9,501 tok
jakubsuplicki/codument npmjs.com Docs-based guardrails for AI coding workflows: coverage scoring, doc-drift checks, and dif 47 Claude Code, Codex, OpenCode 17 9,917 tok
contentful/contentful.py Python client for the Contentful Content Delivery API https://www.contentful.com/developer 47 Codex, OpenCode 1 874 tok
saranambiar/hyperframes-video-agent-skills Reusable skills, scripts, and production workflows for agent-led video creation with Hyper 47 Codex, OpenCode 1 398 tok
grafana/oats grafana.com OpenTelemetry Acceptance Tests (OATs), or OATs for short, is a test framework for OpenTele 47 Claude Code, Codex, OpenCode 2 901 tok
RegionallyFamous/wp-pinch wp-pinch.com The AI agent plugin that grabs your WordPress site with both claws. 47 Codex, OpenCode 1 3,433 tok
grafana/mcp-k6 k6 MCP server 47 Claude Code, Codex, OpenCode 2 2,598 tok
massimodeluisa/recursive-decomposition-skill arxiv.org Claude Code skill for handling long-context tasks through recursive decomposition 47 Claude Code, Codex, OpenCode 2 326 tok
everruns/everruns everruns.com Headless durable agentic harness engine. Run durable AI agents reliably and scalably. 47 Claude Code, Codex, OpenCode 11 1,358 tok
sfc-gh-eraigosa/dotfiles Ubuntu Bash Home profile setup, includes vimrc's profiles some git commands 47 Claude Code, Codex, OpenCode 2 3,856 tok
CliMA/ClimaCoupler.jl clima.github.io ClimaCoupler: bringing atmosphere, land, and ocean together 47 Codex, OpenCode 1 336 tok
Manimaran-tech/antigravity-mobile 47 Claude Code, Codex 1
teknovizier/tekla_mcp_server A Tekla Structures MCP server designed to accelerate modeling workflows through tool-based 47 Claude Code, Codex, OpenCode 2 5,484 tok
hffmnnj/goopspec A spec-driven development platform for OpenCode that guides teams through a structured 5‑p 47 Codex, OpenCode 1 6,631 tok
hczs/fuckssh CLI to manage VPS hosts in ~/.ssh/config — interactive setup, list/search/edit/delete, enc 47 Claude Code, Codex, OpenCode 2 1,168 tok
rianvdm/lastfm-mcp lastfm-mcp.com An MCP server that provides seamless access to a user's Last.fm listening data and music i 47 Claude Code, Codex 5 1,582 tok
voidsteed/copilot-proxy-api voidsteed.github.io Self-hosted GitHub Copilot bridge for Claude Code and Codex CLI with OpenAI Responses, Ant 47 Claude Code, Codex, OpenCode 2 4,340 tok
cgallic/kai-cmo-harness meetkai.xyz Open-source AI CMO for Claude Code: marketing agent skills for SEO, content, email, ads, l 47 Claude Code, Codex, OpenCode 2 6,200 tok
koalaauto/here-macos ipwho.is A tiny native macOS menu bar widget that shows your current public IP's country and region 47 Claude Code, Codex, OpenCode 2 4,002 tok
rkana-org/gfty rkana-org.github.io A CLI tool to manage gridfinity configurations for baseplates, bins, detachable labels and 47 Codex, OpenCode 1 3,806 tok
renderpci/dedalo dedalo.dev Dédalo: Cultural Heritage & Oral History Management System 47 Claude Code, Codex, OpenCode 18 4,972 tok
Rootly-AI-Labs/rootly-graphify-importer rootly.com Turn Rootly incidents, alerts, and teams into a queryable knowledge graph. Visualize servi 47 Codex, OpenCode 1 4,539 tok
Jyx0208/claude-science-api-bridge A local macOS proxy and installer that connects Claude Science to third-party APIs such as 47 Codex, OpenCode 1 1,090 tok
agentcommunity/agent-identity-discovery aid.agentcommunity.org Agent Interface Discovery 47 Claude Code, Codex, OpenCode 2 3,102 tok
undergroundrap/UEFN-TOOLBELT fortnite.com UEFN Toolbelt: 362 Python automation tools across 55 categories, with a PySide6 dashboard 47 Claude Code, Codex, OpenCode 11 10,390 tok
whit3rabbit/camoufox-mcp 47 Claude Code, Codex, OpenCode 2 4,391 tok
vitoworleone/claude-code-handbook A hands-on knowledge base and Agent Runtime workshop for taking Claude Code from 'knowing 47 Codex, OpenCode 1 2,147 tok
darwin/supex SketchUp meets AI Agents 47 Claude Code, Codex, OpenCode 4 2,875 tok