How real projects configure their agents

44,817 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
tokoroten/prompt-review 359 Claude Code 1 —
Xuanwo/xurl xURL: Client for AI Agents URLs 359 Codex, OpenCode 1 1,598 tok
dais-polymtl/flock dais-polymtl.github.io Beyond Quacking: Deep Integration of Language Models and RAG into DuckDB (VLDB Demo 2025) 359 GitHub Copilot 1 1,406 tok
Naroh091/hermes-war-room UI layer for the native Hermes orchestration features 359 Claude Code 1 —
Infatoshi/netherite 359 Codex, OpenCode 1 16,313 tok
PlayableIntelligence/game-creator Opinionated Claude Plugin to make 2D (Phaser) & 3D (ThreeJS) Games 359 Claude Code 1 4,958 tok
gongnyang/bookforge One-line topic → commercial-grade Korean ebook PDF. An agent skill for Claude Code and Cod 359 Codex, OpenCode 1 442 tok
kunchenguid/gh-axi GitHub CLI for agents — designed with AXI (Agent eXperience Interface). 359 Claude Code, Codex, OpenCode 2 1,082 tok
hi0001234d/nexpath Local-first AI coding workflow for vibe coders, indie hackers, technical founders and prod 359 Claude Code 1 298 tok
LumenResearch/uasurfer Go package for fast and reliable abstraction of browser user agent strings. 358 Claude Code 1 2,996 tok
spences10/mcp-omnisearch 🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engin 358 Codex, OpenCode 1 91 tok
shanggqm/codexU shanggqm.github.io macOS desktop widget for OpenAI Codex usage, quota tracking, token usage, and today task b 358 Claude Code, Codex, OpenCode 3 2,193 tok
jahala/tilth jahala.github.io Smart code reading for humans and AI agents. Definitions, callers, dependencies and functi 358 Claude Code, Codex, OpenCode 2 2,459 tok
clay-good/OpenLore Deterministic, local-first memory and guardrails for AI coding agents with no LLM in the h 358 Claude Code, Codex, OpenCode 3 10,694 tok
mindroom-ai/mindroom mindroom.chat AI agents that know you and your work, in a chat app anyone can use. Open source, any mode 358 Claude Code, Codex, OpenCode 15 7,683 tok
morluto/jacobian Composable mathematics tools for agents 358 Claude Code, Codex, OpenCode 11 1,518 tok
kstost/cokacdir 357 Claude Code 1 561 tok
mediar-ai/mcp-server-macos-use macos-use.dev AI agent that controls computer with OS-level tools, MCP compatible, works with any model 357 Claude Code 1 648 tok
pnsk-lab/saizeriya Saizeriya Protocol Implementation of server and client 357 Codex, OpenCode 2 23 tok
ginobefun/deep-reading-analyst-skill A professional Claude AI skill for deep reading analysis 357 Claude Code 1 2,231 tok
starbaser/ccproxy Build mods for Claude Code: Hook any request, modify any response, /model "with-your-custo 357 Claude Code, Codex, OpenCode 2 8,195 tok
Charlie85270/Dorothy dorothyai.app Dorothy, the wife your AI agents needs. 357 Claude Code, Codex 4 259 tok
gameworkerkim/vibe-investing vibequant.cc AI-powered Vibe Investing for NASDAQ, S&P500 & crypto: LLM quant trading tools, multi-agen 357 Claude Code, Codex, OpenCode 2 1,579 tok
radareorg/radare2-mcp MCP stdio server for radare2 357 Codex, OpenCode 1 1,097 tok
makeplane/plane-mcp-server plane.so Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥 357 Claude Code 1 2,316 tok
CharTyr/STS2-Agent A Slay the Spire 2 mod that exposes the game's state and operations through a local HTTP A 357 Claude Code, Codex, Cursor 17 —
milady-ai/milady milady.ai terminally online 356 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 4 14,208 tok
open-software-network/os-clovy opensoftware.co Private AI on your Mac. Chat, dictation, meeting notes, and a local agent in one open sour 356 Claude Code, Codex, OpenCode 34 4,095 tok
0xku/kon Kon is a minimal coding agent (and also a highly opinionated one) 356 Claude Code, Codex, OpenCode 3 305 tok
zapier/gtm-cheat-codes zapier.com A field guide for go to market teams using coding agents. Installable skills for campaign 356 Claude Code, Codex, OpenCode 2 211 tok
doctly/switchboard A desktop app for browsing, searching, and managing CLI coding sessions 356 Claude Code 2 —
Prisma-Labs-Dev/apple-skills Apple development skills for Claude Code and Codex — latest iOS 26+ APIs, SwiftUI, Liquid 356 Codex, OpenCode 1 1,120 tok
bradtraversy/coding-with-ai-course-resources All resources for the Coding With AI course 356 Claude Code 1 144 tok
DavidLam-oss/obsidian-wechat-converter An Obsidian publishing, Feishu cloud sync, and multi-platform publishing plugin for Xiaoho 356 Claude Code, Codex, OpenCode 4 6,088 tok
kelos-dev/kelos Kelos - The Kubernetes-native framework for orchestrating autonomous AI coding agents. 355 Claude Code, Codex, OpenCode 2 1,708 tok
Awesome-Embedded-Learning-Studio/Tutorial_AwesomeModernCPP awesome-embedded-learning-studio.github.io A systematic modern C++ tutorial covering C++11-C++23, STL, concurrency, performance optim 355 Claude Code, Codex, OpenCode 4 1,947 tok
klboke/kkRepo kkrepo.cn kkRepo is a Nexus-compatible, self-hosted artifact repository for Maven, npm, PyPI, Go, He 355 Claude Code, Codex, GitHub Copilot, OpenCode 11 3,151 tok
apache/skywalking-banyandb skywalking.apache.org An observability database aims to ingest, analyze and store Metrics, Tracing and Logging d 355 Claude Code, Codex, OpenCode 2 435 tok
qf-studio/navigator quantflow.studio Finish What You Start — Context engineering for Claude Code. Sessions last 20+ exc 355 Claude Code 2 5,653 tok
AliRn76/panther pantherpy.github.io Fast & Friendly Web Framework For Building Async APIs With Python 3.10+ 354 Codex, OpenCode 1 1,143 tok
langchain-ai/langchain-aws Build LangChain Applications on AWS 354 Claude Code, Codex, OpenCode 2 3,480 tok
kpolley/redai AI-driven vulnerability discovery and live validation 354 Claude Code, Codex, OpenCode 3 890 tok
teimurjan/blazediff blazediff.dev Blazing-fast image diffing for JS, Rust and Python 354 Codex, OpenCode 1 1,167 tok
Noizefield/audio-plugin-coder noizefield.com Audio Plugin Coder (APC) is a groundbreaking, open-source framework that enables musicians 354 Claude Code, Codex, OpenCode 54 1,482 tok
HQBase/hqbase hqbase.io AI native email workspace for teams. In your Cloudflare account. 354 Codex, OpenCode 1 345 tok
coffeegrind123/gemini-for-claude-code This python program allows you to use Claude Code with Google's Gemini models. 354 Claude Code 1 2,184 tok
YoshiiRyo1/document-templates-for-aws 353 Claude Code 4 1,659 tok
86maid/ddddocr Rust version of ddddocr and ocr_api_server, with binary releases and CAPTCHA recognition; 353 Claude Code, Codex 1 —
terancejiang/Turtle_investment_framework Guigui Strategy’s Claude Code/Cowork workflow and corresponding screener; requires the Tus 353 Claude Code 5 —
jihe520/mindpocket mindpocket.top Open-source, free, multi-platform, one-click deploy, AI Agent–integrated personal bookmark 353 Claude Code, Codex, OpenCode 13 1,933 tok