How real projects configure their agents

23,149 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 agents7,410Claude Code6,578Data and AI3,695Backend and APIs3,487Languages3,404Planning3,188Git and workflow3,106Code review2,712Memory and context2,351Testing2,325Research2,289DevOps and cloud2,283Writing and docs2,279Frontend2,245Security1,983Productivity1,702

All Claude Code32,024 Codex23,149 OpenCode21,923 GitHub Copilot3,513 Gemini CLI1,905 Cursor1,728 Windsurf83 Kiro58

Project Stars Configures Files Always loaded
max-sixty/worktrunk worktrunk.dev Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows 6,870 Claude Code, Codex, OpenCode 5 7,339 tok
olimorris/codecompanion.nvim codecompanion.olimorris.dev ✨ AI Coding, Vim Style 6,840 Claude Code, Codex, OpenCode 2 1,465 tok
xerrors/Yuxi xerrors.github.io A self-hosted multi-tenant knowledge agent platform: unified RAG, knowledge graphs, multi- 6,810 Claude Code, Codex, OpenCode 2 1,920 tok
stagewise-io/stagewise stagewise.io The Open Source Agentic IDE. Create and orchestrate coding agents, show app previews and r 6,806 Claude Code, Codex, OpenCode 11 1,611 tok
wbh604/UZI-Skill This is how cold hard cash flows into my warm pockets — hot-money trader (UZI) Skills — we 6,804 Claude Code, Codex, Gemini CLI, OpenCode 3 6,842 tok
bda-research/node-crawler Web Crawler/Spider for NodeJS + server-side jQuery ;-) 6,794 Codex, OpenCode 1 408 tok
dinerojs/dinero.js dinerojs.com Create, calculate, and format money in JavaScript and TypeScript 6,792 Claude Code, Codex 9 231 tok
anomalyco/models.dev models.dev An open-source database of AI models. 6,772 Codex, OpenCode 5 3,107 tok
htdt/godogen x.com Autonomous game development for Godot, Bevy, and Babylon.js with Claude Code and Codex 6,767 Claude Code, Codex, OpenCode 2 307 tok
MrLesk/Backlog.md backlog.md Backlog.md - A tool for managing project collaboration between humans and AI Agents in a g 6,668 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,107 tok
GreptimeTeam/greptimedb greptime.com The open-source observability database. One columnar engine for metrics, logs, and traces, 6,648 Claude Code, Codex, OpenCode 6 1,992 tok
steipete/summarize summarize.sh Point at any URL/YouTube/Podcast or file. Get the gist. CLI and Chrome Extension. 6,600 Codex, OpenCode 2 543 tok
SawyerHood/dev-browser A Claude Skill to give your agent the ability to use a web browser 6,595 Claude Code, Codex, OpenCode 2 212 tok
chaitanyagiri/munder-difflin munderdiffl.in A local multi-agent harness that works with your existing Claude Code, Codex subscriptions 6,595 Claude Code, Codex 1
outsourc-e/hermes-workspace hermes-workspace.com Native web workspace for Hermes Agent — chat, terminal, memory, skills, inspector. 6,583 Codex, OpenCode 1 1,699 tok
j3ssie/osmedeus osmedeus.org A Modern Orchestration Engine for Security 6,554 Claude Code, Codex, OpenCode 2 8,804 tok
kvcache-ai/Mooncake kvcache-ai.github.io Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI. 6,519 Claude Code, Codex, OpenCode 5 320 tok
crestalnetwork/intentkit intentcat.com IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative 6,509 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 13 tok
sapientinc/PRAXIST praxist.sapient.inc Autonomous research system for measurable, computer-executable research. 6,500 Codex, OpenCode 1 7,475 tok
gepa-ai/gepa gepa-ai.github.io Optimize prompts, code, and more with AI-powered Reflective Optimization 6,464 Claude Code, Codex, OpenCode 3 452 tok
op7418/CodePilot codepilot.sh A multi-model AI agent desktop client — connect any AI provider, extend with MCP & skills, 6,448 Claude Code, Codex, OpenCode 2 6,636 tok
orval-labs/orval orval.dev orval is able to generate client with appropriate type-signatures (TypeScript) from any va 6,437 Codex, OpenCode 1 439 tok
Gentleman-Programming/gentle-ai gentle-ai.gentlemanprogramming.com Gentle-AI configures the AI coding agents you already use: Claude Code, Cursor, OpenCode, 6,416 Codex, OpenCode 1 691 tok
Gentleman-Programming/engram engram.gentlemanprogramming.com Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5 6,409 Codex, OpenCode 1 984 tok
apache/iotdb iotdb.apache.org Apache IoTDB 6,391 Claude Code, Codex, OpenCode 4 4,041 tok
Arthur-Ficial/apfel apfel.franzai.com The free AI already on your Mac. CLI tool, OpenAI-compatible server, and interactive chat 6,356 Claude Code, Codex, OpenCode 3 7,080 tok
getsentry/XcodeBuildMCP xcodebuildmcp.com A Model Context Protocol (MCP) server and CLI that provides tools for agent use when worki 6,351 Claude Code, Codex, OpenCode 13 4,726 tok
flashinfer-ai/flashinfer flashinfer.ai FlashInfer: Kernel Library for LLM Serving 6,350 Claude Code, Codex, OpenCode 5 11,473 tok
Nukesor/pueue :stars: Manage your shell commands. 6,323 Claude Code, Codex, GitHub Copilot, OpenCode 3 529 tok
apify/apify-mcp-server mcp.apify.com The Apify MCP server enables your AI agents to extract data from social media, search engi 6,322 Claude Code, Codex, OpenCode 6 2,350 tok
apache/camel camel.apache.org Apache Camel is an open source integration framework with 350+ connectors. Write routes in 6,313 Claude Code, Codex, OpenCode 2 7,791 tok
ThinkInAIXYZ/deepchat deepchat.thinkinai.xyz 🐬DeepChat - A smart assistant that connects powerful AI to your personal world 6,310 Claude Code, Codex, OpenCode 7 453 tok
KunAgent/Kun kun-agent.com Local-first AI agent workspace for coding, writing, design, research, and automation — one 6,294 Claude Code, Codex, Cursor, OpenCode 13 2,603 tok
Sylinko/Everywhere everywhere.sylinko.com On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, an 6,273 Codex, OpenCode 1 1,042 tok
shiaho777/web-to-app shiaho777.github.io The most full featured web-to-app toolkit on Android, a complete APK workshop that runs en 6,252 Codex, OpenCode 1 6,674 tok
RediSearch/RediSearch redis.io A query and indexing engine for Redis, providing secondary indexing, full-text search, vec 6,234 Claude Code, Codex, OpenCode 38 6,465 tok
Eigenwise/atomic-agents eigenwise.github.io Building AI agents, atomically 6,228 Claude Code, Codex, OpenCode 3 3,278 tok
reorx/httpstat curl statistics made simple 6,221 Claude Code, Codex, OpenCode 2 1,195 tok
microsoft/agent-governance-toolkit AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxin 6,216 Codex, GitHub Copilot, OpenCode 2 7,473 tok
uditgoenka/autoresearch udit.co Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired b 6,214 Claude Code, Codex, OpenCode 30 2,635 tok
Tencent/puerts PUER (普洱) Typescript. Let's write your game in UE or Unity with TypeScript. 6,199 Claude Code, Codex 1
basketikun/infinite-canvas canvas.best An open-source infinite canvas workspace for AI creation, integrating AI image generation, 6,196 Claude Code, Codex, OpenCode 3 2,960 tok
epiral/bb-browser Your browser is the API. CLI + MCP server for AI agents to control Chrome with your login 6,185 Codex, OpenCode 1 2,522 tok
Tencent/AI-Infra-Guard tencent.github.io A full-stack AI Red Teaming platform securing AI ecosystems via Agent Scan, Skills Scan, M 6,182 Claude Code, Codex, OpenCode 2 2,177 tok
rullerzhou-afk/clawd-on-desk A pixel desktop pet that watches Claude Code, Codex, Cursor & other AI coding agents — so 6,171 Claude Code, Codex, OpenCode 2 10,470 tok
ikaijua/Awesome-AITools Collection of AI-related utilities. Welcome to submit pull requests / Collection of practi 6,170 Codex, OpenCode 1 815 tok
gz-yami/mall4cloud mall4j.com ⭐️⭐️⭐️ Microservices mall system, Spring Cloud microservices mall, mini-program mall. 6,139 Claude Code, Codex 1
microsoft/VFSForGit Virtual File System for Git: Enable Git at Enterprise Scale 6,136 Codex, OpenCode 1 2,444 tok
Helicone/helicone helicone.ai 🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and expe 6,134 Claude Code, Codex, Cursor, OpenCode 3 5,269 tok
lightdash/lightdash lightdash.com Agentic BI. Analytics at the speed of code ⚡️ 6,122 Claude Code, Codex, OpenCode 21 6,922 tok