How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
ssdeanx/Gemini-CLI-Web Gemini CLI Web is an interface that allows you to use Gemini CLI in web browser. Integrat 67 Gemini CLI 1 9,700 tok
Jamie-BitFlight/claude_skills Plugins for Anthropic's Claude Code, Codex, Cursor and more 67 Claude Code, Codex, OpenCode 7 6,016 tok
NLACE-COM/mcp-supermercados-cl Servidor MCP para buscar productos, comparar precios y armar la mejor lista de compra en s 67 Claude Code 1 6,599 tok
panguard-ai/panguard-ai panguard.ai Open-source security platform for AI agents -- audits skills before install, monitors 24/7 67 Claude Code 18 —
michalzubkowicz/nixos-management-skill AI Agent Skills for NixOS generated from docs and websites with best practices 67 Codex, OpenCode 1 390 tok
loopdive/js2 js2.loopdive.com JavaScript (ECMAScript) ahead-of-time compiler 67 Claude Code, Codex, OpenCode 11 24,991 tok
elzobrito/ESAA-Core ESAA combina Event Sourcing, projeção determinística e políticas fail-closed para transfor 67 Codex, OpenCode 1 1,058 tok
Osteoporosis/luna-chat-coder Agent Skill and repository template for end-to-end software development entirely inside or 67 Codex, OpenCode 1 193 tok
qingchencloud/cj2api cj2api.qt.cool Convert ChatJimmy into an OpenAI-compatible API using a Cloudflare Worker | Zero-cost depl 67 Claude Code, Codex 3 —
MarkPDFdown/markpdfdown-desktop markdown.fit A high-quality PDF-to-Markdown desktop tool based on large language model visual recogniti 67 Claude Code, Codex, OpenCode 2 5,758 tok
lensesio/agentic-engineering-for-apache-kafka lenses.io AI agent skills for building, operating and troubleshooting Apache Kafka applications. Top 67 Claude Code, Codex, OpenCode 1 2,495 tok
stuinfla/Repo-Explainer repo-explainer-six.vercel.app Repo Explainer — turn any GitHub repo into a visual explainer page. Pipeline + 5 live exam 67 Claude Code 1 1,827 tok
wraps-team/wraps wraps.dev AWS Email, SMS, & CDN, simple. 67 Claude Code, Codex, OpenCode 3 876 tok
Elumenotion/GuideAnts guideants.ai AI work that doesn't evaporate. A workspace for building, tuning, and publishing governed 67 GitHub Copilot 1 87 tok
sunyifeisb-art/legalwork bytelegal.cn LegalWork - legal AI workbench 67 Claude Code 1 2,646 tok
WenyuChiou/research-hub pypi.org AI-operable research workspace for Zotero, Obsidian, and NotebookLM. Use any two, or all t 67 Claude Code, Codex, OpenCode 2 1,547 tok
mastepanoski/claude-skills UX/UI evaluation, AI governance, and AI security skills for AI coding assistants. Audit in 67 Claude Code 1 1,930 tok
ric03uec/clawrium ric03uec.github.io CLI fleet management for AI agents on local networks - deploy, upgrade, and monitor OpenCl 67 Claude Code, Codex, OpenCode 23 9,365 tok
aws-samples/sample-aws-genai-ops-demos aws-samples.github.io Deployable code samples demonstrating how generative AI transforms cloud operations. Deplo 67 Claude Code, Kiro 12 24,582 tok
nkhitrov/arch-blueprint Render your project components automatically 67 Claude Code 1 12,803 tok
sageox/ox sageox.ai The hivemind for AI coding agents — persistent team context recorded once and recalled acr 67 Claude Code, Codex, Gemini CLI, OpenCode 37 4,429 tok
babyworm/rtl-agent-team RTL agent team; Harness for Agentic hardware design and verificiation. 67 Claude Code 1 7,644 tok
AaronXu-Lab/MasterGo2Figma Move MasterGo's Design to Figma 67 Claude Code, Codex, OpenCode 3 4,482 tok
manoharc07/DigiFrame digiframe.pages.dev A wall frame for a 64×64 HUB75 LED matrix, turning it into a smart clock. It shows an NTP 67 Claude Code 1 17,946 tok
saibodafu/e-commerce-skill 67 Codex, OpenCode 1 1,073 tok
NourMtir0722/Paperlab paperlab.nawwara.studio Physical, realistic paper as a React component. Real 3D geometry that peels, unrolls, fold 67 Codex, OpenCode 1 14,989 tok
dcc-mcp/dcc-mcp-maya dcc-mcp.github.io Autodesk Maya MCP adapter for AI agents to inspect scenes, model geometry, edit materials, 67 Codex, OpenCode 1 10,082 tok
tam159/next-role next-role.dev 🚀 Level up your career with GenAI. 📄 Tailor your CV to any JD, 🔍 automate company resea 67 Claude Code, Codex, OpenCode 13 2,520 tok
agentarea/agentarea agentarea.ai Cloud-native AI Agents orchestration platform for zero-human organizations 67 Claude Code, Codex, OpenCode 7 1,346 tok
zvzuola/acp-components zvzuola.github.io UI component library for the Agent Client Protocol (ACP), providing a complete set of comp 67 Claude Code, Codex, OpenCode 2 3,549 tok
Kaddo-kdd/kaddo The Knowledge Driven Development Toolkit 67 Claude Code 1 691 tok
mnott/PAI Personal AI Infrastructure 67 Claude Code 2 —
steadycursor/steadystart 67 Claude Code 13 1,230 tok
xwang152-jack/wechat-official-account-mcp WeChat Official Account MCP Server 67 Claude Code 1 3,104 tok
Oaklight/ToolRegistry toolregistry.readthedocs.io ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs (OpenA 67 Claude Code, Codex, OpenCode 2 2,150 tok
timowhite88/Farnsworth Farnsworth is an autonomous, infinitely-memorable, self-evolving companion AI built entire 67 Claude Code 1 743 tok
MF-Dust/Nori.Desktop nori.mom When the next journey begins, we will naturally meet. 67 Claude Code, Codex, OpenCode 4 5,206 tok
xiehuan123/dsh-deepread xiehuan123.github.io Evidence-first reading for AI agents — turn articles, books and PDFs into traceable claims 67 Codex, OpenCode 1 876 tok
brennhill/Kaboom-Browser-AI-Devtools-MCP gokaboom.dev Kaboom AI DevTools — Browser DevTools for AI coding assistants via MCP 67 Claude Code, Codex, OpenCode 3 7,405 tok
PomeloR611/libtv-video-agent LibTV video production Agent: a cross-tool general-purpose Agent that turns storyboards in 67 Codex, OpenCode 1 7,832 tok
5uck1ess/cicero Self-hosted voice for coding agents. Talk from any browser or a Telegram call, interrupt m 67 Claude Code, Codex, OpenCode 2 945 tok
seldonframe/seldonframe seldonframe.com Open-source AI front-office factory for agencies serving local businesses: website, bookin 67 Claude Code, Codex, Cursor, OpenCode, Windsurf 22 5,556 tok
karthikrshet/Career-Agents career-agents.vercel.app The Open-Source AI Career Operating System. 167 Specialized AI Agents across 19 Divisions, 67 Claude Code, Codex, OpenCode 13 609 tok
oaslananka/easyeda-mcp-pro oaslananka.github.io MCP server for EasyEDA Pro, connecting AI agents to schematic and PCB workflows, controlle 67 Claude Code, Codex, OpenCode 6 1,393 tok
withqwerty/nutmeg Football data analytics toolkit for Claude Code. Covers Opta, StatsBomb, Wyscout, SportMon 67 Claude Code 1 1,150 tok
strausmann/mcp-dockhand MCP Server for Dockhand Docker Management - exposes 130+ API endpoints as MCP tools 67 Claude Code, GitHub Copilot 4 2,639 tok
AEndrix03/Graft Your coding agents forget. Graft doesn't. Persistent local memory that brings back fixes, 67 Claude Code 1 —
shkyyy18/mi_fitness_data_bridge shkyyy18.github.io A local-first Xiaomi fitness and health data bridge: export your own Mi Home data to SQLit 67 Codex, OpenCode 1 1,028 tok
zakariaf/Flutter-Skills zakaria.dev General, reusable Flutter engineering skills for AI coding agents — architecture, Riverpod 67 Codex, OpenCode 1 1,096 tok
lucaslorentz/durabletask-extensions Extensions to Durable Task Framework 67 Claude Code 1 682 tok