How real projects configure their agents

32,517 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
Kokxi/qa-test-skills A software testing skill set with 48 expert-level testing skills and one entry workflow, c 38 Claude Code, Codex, OpenCode 2 2,595 tok
Navyum/chrome-extension-yuque yuque.toolab.top Batch export Yuque documents to local storage. What you see is what you can download. Supp 38 Claude Code, Codex, OpenCode 2 3,561 tok
Cascadia-PLM/Cascadia-App cascadiaplm.com Cascadia is a modern Digital Thread application designed to replace traditional low-code P 38 Claude Code 5 13,415 tok
ultralytics/lite A fast, local workspace for Claude Code, Codex, Gemini CLI, Kimi Code, Qwen Code, DeepSeek 38 Claude Code, Codex, OpenCode 2 1,820 tok
slopus/happy-agent happy.engineering Universal Agent Harness from Happy that works with any subscription 38 Claude Code, Codex, OpenCode 3 6,673 tok
rippleshe/sciplot-academic Chinese scientific research plotting library | Nature/IEEE styles | pastel/earth/ocean col 38 Claude Code, GitHub Copilot 2 2,979 tok
boots-coder/LLM-101-CN 38 Claude Code 1 1,550 tok
ymm-oss/fsl AI-Native Formal Specification Language — a bounded model checker (Lark + Z3) built for LL 38 Claude Code, Codex, OpenCode 18 2,301 tok
InsForge/insforge-mcp 38 Claude Code 1 1,204 tok
Wirasm/dylan 38 Claude Code 6 2,386 tok
MetaMask/metamask-design-system metamask.github.io The design system for MetaMask products 38 Claude Code, Codex, Cursor, OpenCode 3 1,983 tok
monorailcss/MonorailCss.Framework monorailcss.github.io 38 Claude Code 4 1,386 tok
databricks-solutions/consort Consort keeps AI-written code clean and correct: a coordinated ensemble of role agents, sp 38 Claude Code 1 739 tok
dunecity-project/dunecity dunecity-project.github.io DuneCity — Dune Legacy RTS + Micropolis city-building simulation 38 Claude Code, Codex, Cursor, OpenCode 3 9,619 tok
Oolab-labs/claude-ide-bridge MCP bridge giving Claude Code full IDE integration — 25+ tools for LSP, debugging, termina 37 Claude Code, Cursor 14 8,609 tok
MicSm/boffin Staff-engineer layer for AI coding agents: routes per-edit architectural constraints and r 37 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,626 tok
jj-valentine/cerebellum james-valentine.com Agent-readable second brain using PostgreSQL + pgvector for semantic search and memory sto 37 Claude Code 1 459 tok
Aboudjem/ERC-3643 ERC-3643 - Raptor Version is a simple, educational look at the T-REX standard. Using Solid 37 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 2,713 tok
dguido/google-workspace-mcp npmjs.com MCP server for Google Drive, Docs, Sheets, Slides, Calendar, Gmail, and Contacts 37 Claude Code 1 1,704 tok
VioletCranberry/coco-search Local-first hybrid semantic code search tool. Indexes codebases into PostgreSQL with pgvec 37 Claude Code, Codex, OpenCode 2 8,368 tok
smucclaw/l4-ide This project is being continued by Legalese: 37 Claude Code, Codex, OpenCode 2 1,552 tok
MiguelAxcar/ai-rpi-protocol Repo-native protocol for AI-assisted coding that enforces a simple discipline: research fi 37 Claude Code, Codex, OpenCode 2 1,993 tok
connerohnesorge/conclaude connerohnesorge.github.io Safely constrain and conclude your claude code sessions. 37 Claude Code 25 1,799 tok
memgrafter/flatmachines Orchestrate agents with a peer network of state machines. Supports checkpoint/restore, per 37 Claude Code, Codex, OpenCode 2 2,188 tok
chongdashu/phaserjs-tinyswords 37 Claude Code, Codex 3 —
kasuken/vscode-copilot-insights marketplace.visualstudio.com Understand your GitHub Copilot plan, quotas, and limits at a glance 37 Claude Code, GitHub Copilot 3 1,100 tok
git-men/agentstudio agentstudio.cc A sophisticated AI-powered workspace built on top of Claude Code SDK 37 Claude Code 4 4,092 tok
wesselgrift/sveltekit-spa sveltespa.dev A minimal boilerplate for building SPAs with SvelteKit using adapter-static, Supabase Auth 37 Claude Code 1 3,733 tok
PSPDFKit-labs/nutrient-dws-client-typescript nutrient.io This library provides a type-safe and ergonomic interface for document processing operatio 37 Claude Code, Codex, OpenCode 2 522 tok
learnwithparam/ai-agentic-patterns learnwithparam.com Hands-on AI agentic patterns workshop material for building real AI and web apps. 37 Claude Code, Codex, OpenCode 2 289 tok
d-kimuson/esa-mcp-server An implementation of an esa Model Context Protocol server 37 Claude Code 1 667 tok
commerce-operations-foundation/mcp-reference-server This is the reference implementation for the mcp server 37 Claude Code 1 1,138 tok
lilklon/UEBlueprintMCP MCP server for AI-assisted Unreal Engine 5.7+ Blueprint manipulation 37 Claude Code 1 2,297 tok
Wirasm/obsidian-claude-code onsidian plugin for claude code 37 Claude Code 1 1,181 tok
bitpanda-labs/bitpanda-mcp Official Bitpanda MCP server 37 Claude Code 1 1,161 tok
jpablo/metals-standalone-client Minimal Metals stand alone client that allows running the metals mcp server 37 Claude Code, Codex, OpenCode 2 1,026 tok
openberth/openberth openberth.io Self-hosted deployment platform. Give it code, get a live HTTPS URL. Supports Node.js, Pyt 37 Claude Code 1 1,386 tok
tonkotsuboy/x-impact-checker AI agent skill to analyze X (Twitter) posts for viral potential using the actual recommend 37 Claude Code 1 506 tok
polos-dev/polos polos.dev The open-source runtime for AI agents. Sandboxed execution with built-in tools, human-in-t 37 Claude Code 1 2,140 tok
webrenew/memories memories.sh 37 Claude Code, Codex, OpenCode 2 460 tok
mifunedev/openharness oh.mifune.dev 🏗️ Run coding agents in a sandbox, not on your machine. 37 Claude Code, Codex, OpenCode 6 2,015 tok
FutureRootsDE/legal-audit-de Claude Code plugin for German/EU legal audits (DSGVO, TDDDG, UWG, AI Act, etc.). Not legal 37 Claude Code, Codex, GitHub Copilot, OpenCode 4 7,274 tok
fltman/loop-engineer Claude Code skill + subagent for setting up guardrailed agentic loops (loop engineering): 37 Claude Code 6 —
fayzan123/claude-workflow-composer Visual desktop app for composing multi-agent coding workflows. Drag agents, attach skill 37 Claude Code, Codex, OpenCode 2 4,866 tok
nirholas/defi-agents sperax.click DeFi agent definitions JSON API + MCP - Production-ready agents for Web3, crypto trading, 37 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 708 tok
aliyun/alibabacloud-hologres-mcp-server 37 Claude Code 1 1,548 tok
dj931567261/app-test-control Control apps with AI for automated testing and bug fixing/reproduction 37 Claude Code 4 —
zhouguoqing/QianYuan.AIAgenticFramework An Agentic framework written in C# .NET 10 using the ReAct paradigm, supporting progressiv 37 Claude Code, Codex 13 —
Litenova-Solutions/Fuse fuse.codes Faster .NET build and test loop for AI coding agents. 37 Claude Code, Codex, OpenCode 2 2,049 tok
arcadeai-labs/mcpx A command-line interface for MCP servers. curl for MCP. 37 Claude Code 1 424 tok