How real projects configure their agents

44,954 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
CliMA/ClimaCoupler.jl clima.github.io ClimaCoupler: bringing atmosphere, land, and ocean together 49 Codex, OpenCode 1 336 tok
mohammadmaso/kherad A Notion-like wiki for non-technical teams, backed by real git commits and a merge-request 49 Claude Code 1 2,633 tok
zauberzeug/odrive-gui GUI to configure the ODrive Motor Controller 49 Claude Code, Codex, OpenCode 2 832 tok
schildep/verified-polygon-intersection schildep.github.io Formally verified polygon intersection 49 Claude Code 2 746 tok
DiegoGuidaF/PulseWeaver Self-hosted forward-auth sidecar that gates your services by request IP + host — give fami 49 Claude Code, Codex, OpenCode 2 1,431 tok
hachej/boring-ui Build agent-powered apps without reinventing the shell. 49 Codex, OpenCode 1 1,716 tok
rjmurillo/ai-agents Open source multi agent toolkit for Claude Code and GitHub Copilot CLI: 30 agents, plan to 49 Claude Code, Codex, GitHub Copilot, OpenCode 41 14,879 tok
ascherj/neetcode-250-guide Intelligent 125-day coding interview prep planner covering all 250 NeetCode problems. Feat 49 Claude Code 1 685 tok
opensecurityarchitecture/osa-data Security architecture patterns and NIST 800-53 controls from opensecurityarchitecture.org 49 Claude Code 4 4,700 tok
renderpci/dedalo dedalo.dev Dédalo: Cultural Heritage & Oral History Management System 49 Claude Code, Codex, OpenCode 19 5,523 tok
realactivity/tula Tula is an open-source collection of OpenClaw skills, configurations, and patterns designe 49 Claude Code, Codex, OpenCode 2 2,720 tok
Naridon-Inc/aura auravcs.com An audit trail for what AI agents changed in your codebase, and why — signed, per commit, 49 Claude Code, GitHub Copilot, Cursor, Gemini CLI, Windsurf 5 4,687 tok
laurynas-biveinis/elisp-dev-mcp Dev tools in Emacs MCP for agentic Elisp development with LLMs 49 Claude Code 1 121 tok
alleneubank/claude-code docs.anthropic.com Comprehensive configuration system for Claude Code 49 Claude Code 28 3,449 tok
hauptsacheNet/clickup-mcp 49 Claude Code 1 939 tok
gracefullight/stock-checker Fetches multiple tickers’ stock data, calculates key indicators, and auto-generates daily 49 Claude Code, Codex, Gemini CLI, OpenCode 8 4,061 tok
more-io/claude-apple-bridges Swift CLI bridges giving Claude Code native access to Apple Reminders, Calendar, Contacts, 49 Claude Code 1 3,174 tok
VARA4u-tech/Vara-s--Portfolio vara-s-portfolio.vercel.app "🤍✨Vara's Portfolio-A modern, high-performance portfolio website built with React, TypeSc 49 Claude Code 1 2,254 tok
vitoworleone/claude-code-handbook A hands-on knowledge base and Agent Runtime workshop for taking Claude Code from 'knowing 49 Codex, OpenCode 1 2,147 tok
rygel/AIUsageTracker Token usage tracker for (not only) OpenCode 49 Claude Code, Codex, OpenCode 5 14,417 tok
Makio64/animejs-v4-ai-guidelines Guidelines for Anime.js v4 for AI + GSAP → Anime.js migration guide. 49 Claude Code 1 3,190 tok
idoru/influxdb-mcp-server An MCP Server for querying InfluxDB 49 Claude Code, Codex, OpenCode 2 1,612 tok
runpod/runpod-plugins-official docs.runpod.io Official Runpod plugin for AI coding agents. Skills plus the hosted Runpod MCP server for 49 Claude Code, Codex, OpenCode 2 4,407 tok
cafe3310/agent-skill-memories-off Remember these things and help me get off work earlier 49 Codex, OpenCode 1 533 tok
Wuxb02/assist-agent Multi-Agent & GraphRAG intelligent customer service system 49 Codex, OpenCode 1 1,684 tok
Azure-Samples/mcp-container-ts This is a quick start guide that provides the basic building blocks to set up a remote Mod 49 GitHub Copilot 1 718 tok
MarioDeFelipe/sap-datasphere-mcp SAP Datasphere MCP Server - AI-powered access to SAP Datasphere APIs 49 Kiro 5 5,046 tok
chrisryugj/schoolinfo-mcp school.gomdori.app School Info disclosure MCP server + CLI — helps parents easily check their child's school 49 Claude Code 1 822 tok
zjw49246/CC-Manager 49 Codex, OpenCode 1 4 tok
niqibiao/unity-cli-skill 0 config AI agent skill for Unity — AI-driven unity control, automate workflow. For UnityE 49 Claude Code, Codex, OpenCode 2 2,181 tok
abuiles/codex-whatsapp-relay Put Codex in your WhatsApp with QR auth, MCP tools, and optional phone-based control. 49 Codex, OpenCode 1 555 tok
call518/MCP-OpenStack-Ops deepwiki.com 90+ production-safe OpenStack tools for AI agents via MCP. Project-scoped & read-only by d 49 Codex, GitHub Copilot, OpenCode 2 2,062 tok
humansintheloop-dev/humansintheloop-dev-workflow-and-tools 49 Claude Code 1 1,926 tok
antonbabenko/agent-plugins A collection of agent plugins for improving productivity, automating workflows, and making 49 Claude Code, Codex, OpenCode 2 3,472 tok
SpillwaveSolutions/automating-mac-apps-plugin Agents, Skills and Commands for automating Keynote, Notes, Reminders, Numbers and more usi 49 Claude Code, Codex, OpenCode 2 225 tok
huggingface/hf-discover Agentic Resource Discovery Client/Server 49 Codex, OpenCode 1 254 tok
swarm-ai-research/swarm swarm-ai.org SWARM: System-Wide Assessment of Risk in Multi-agent systems 49 Claude Code, Codex, OpenCode 80 7,994 tok
EodHistoricalData/eodhd-claude-skills eodhd.com Claude Code plugin for EODHD financial data — 150k+ tickers, 70+ exchanges, OAuth MCP serv 49 Claude Code 1 1,746 tok
crewAIInc/skills 49 Codex 1 —
calvinw/fl-studio-mcp MCP server enabling LLM assistants to interact with FL Studio's piano roll 49 Claude Code 1 4,648 tok
sou350121/VLA-expert-skill VLA Expert Skill turns your AI coding assistant into a VLA domain expert with one click. I 49 Codex, OpenCode 1 243 tok
ShunL12324/xhs-mcp Xiaohongshu MCP server—lets AI assistants search, publish, and interact with Xiaohongshu c 49 Claude Code 3 4,400 tok
glazperle/kimai_mcp A comprehensive Model Context Protocol (MCP) server for Kimai time-tracking integration. P 49 Claude Code 1 13,961 tok
amanning3390/hermeshub hermeshub.vercel.app HermesHub - The Skills Hub for Hermes Agent by Nous Research. Browse, share, and install c 49 Codex, OpenCode 1 2,896 tok
vivy-yi/Greater-China-Legal Greater China Legal Agent Skills — A legal agent Skill system for Greater China, adapted f 49 Claude Code, Codex, OpenCode 2 3,243 tok
ghostapp-ai/ghost ghostapp-ai.github.io The Private Agent OS — search files, run AI agents, connect to 10,000+ tools via the compl 49 Claude Code, GitHub Copilot 2 14,095 tok
triuzzi/brave-devtools-mcp npmjs.com Full Chrome DevTools MCP parity, rebuilt for Brave. Browser automation and debugging for C 49 Codex, OpenCode 1 971 tok
YujxZJCN/teaching-skills Teaching Skills for Claude Code — teaching lifecycle suite for university professors 49 Claude Code 1 600 tok
verdikta/verdikta-applications Example applications using the Verdikta blockchain. 49 Codex, Cursor, OpenCode 2 1,449 tok
Romandredan/1c-quality-gate Quality control for 1C development with Claude Code: standards, OOP principles and pattern 49 Claude Code, Codex, OpenCode 2 5,376 tok