How real projects configure their agents

43,458 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 agents7,450Claude Code6,586Data and AI3,698Backend and APIs3,488Languages3,402Planning3,191Git and workflow3,129Code review2,728Memory and context2,353Testing2,330DevOps and cloud2,293Research2,288Writing and docs2,283Frontend2,242Security1,990Productivity1,704

All Claude Code32,053 Codex23,184 OpenCode21,956 GitHub Copilot3,523 Gemini CLI1,906 Cursor1,729 Windsurf98 Kiro64

Project Stars Configures Files Always loaded
joe-bell/cva cva.style Class Variance Authority 6,881 Claude Code 2
xerrors/Yuxi xerrors.github.io A self-hosted multi-tenant knowledge agent platform: unified RAG, knowledge graphs, multi- 6,869 Claude Code, Codex, OpenCode 2 1,908 tok
olimorris/codecompanion.nvim codecompanion.olimorris.dev ✨ AI Coding, Vim Style 6,844 Claude Code, Codex, OpenCode 2 1,465 tok
wbh604/UZI-Skill This is how cold hard cash flows into my warm pockets — hot-money trader (UZI) Skills — we 6,820 Claude Code, Codex, Gemini CLI, OpenCode 3 6,842 tok
stagewise-io/stagewise stagewise.io The Open Source Agentic IDE. Create and orchestrate coding agents, show app previews and r 6,809 Claude Code, Codex, OpenCode 11 1,611 tok
htdt/godogen x.com Autonomous game development for Godot, Bevy, and Babylon.js with Claude Code and Codex 6,800 Claude Code, Codex, OpenCode 2 307 tok
bda-research/node-crawler Web Crawler/Spider for NodeJS + server-side jQuery ;-) 6,793 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. 6,785 Codex, OpenCode 5 3,107 tok
WenyuChiou/awesome-agentic-ai-zh wenyuchiou.github.io A trilingual (Traditional Chinese / English / Simplified Chinese) learning roadmap for age 6,732 Claude Code 1 3,152 tok
MrLesk/Backlog.md backlog.md Backlog.md - A tool for managing project collaboration between humans and AI Agents in a g 6,681 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,107 tok
chaitanyagiri/munder-difflin munderdiffl.in A local multi-agent harness that works with your existing Claude Code, Codex subscriptions 6,678 Claude Code, Codex 1
GreptimeTeam/greptimedb greptime.com The open-source observability database. One columnar engine for metrics, logs, and traces, 6,653 Claude Code, Codex, OpenCode 6 1,992 tok
ultraworkers/claw-code-parity Join Discord: https://discord.gg/5TUQKqFWd / claw-code Rust port parity work - it is temp 6,642 Claude Code 1 228 tok
trailhq/Graft graft.nanonets.ai Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with 6,641 Claude Code 1
sapientinc/PRAXIST praxist.sapient.inc Autonomous research system for measurable, computer-executable research. 6,609 Codex, OpenCode 1 7,475 tok
steipete/summarize summarize.sh Point at any URL/YouTube/Podcast or file. Get the gist. CLI and Chrome Extension. 6,605 Codex, OpenCode 2 543 tok
SawyerHood/dev-browser A Claude Skill to give your agent the ability to use a web browser 6,603 Claude Code, Codex, OpenCode 2 212 tok
outsourc-e/hermes-workspace hermes-workspace.com Native web workspace for Hermes Agent — chat, terminal, memory, skills, inspector. 6,586 Codex, OpenCode 1 1,699 tok
BlockRunAI/ClawRouter npmjs.com The agent-native LLM router for autonomous agents. Every frontier model behind one wallet, 6,581 Claude Code 1 686 tok
airweave-ai/airweave airweave.ai Open-source context retrieval layer for AI agents 6,565 Claude Code 1 1,738 tok
GoogleCloudPlatform/agent-starter-pack goo.gle Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with bui 6,555 Gemini CLI 1 5,853 tok
j3ssie/osmedeus osmedeus.org A Modern Orchestration Engine for Security 6,555 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. 6,536 Claude Code, Codex, OpenCode 5 320 tok
MISP/MISP misp-project.org MISP (core software) - Open Source Threat Intelligence and Sharing Platform 6,513 Claude Code 1 1,817 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
lldap/lldap Light LDAP implementation 6,492 GitHub Copilot 1 1,992 tok
gepa-ai/gepa gepa-ai.github.io Optimize prompts, code, and more with AI-powered Reflective Optimization 6,486 Claude Code, Codex, OpenCode 3 452 tok
Gentleman-Programming/gentle-ai gentle-ai.gentlemanprogramming.com Gentle-AI configures the AI coding agents you already use: Claude Code, Cursor, OpenCode, 6,475 Codex, OpenCode 1 691 tok
apify/apify-mcp-server mcp.apify.com The Apify MCP server enables your AI agents to extract data from social media, search engi 6,470 Claude Code, Codex, OpenCode 6 2,350 tok
op7418/CodePilot codepilot.sh A multi-model AI agent desktop client — connect any AI provider, extend with MCP & skills, 6,450 Claude Code, Codex, OpenCode 2 6,636 tok
Gentleman-Programming/engram engram.gentlemanprogramming.com Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5 6,448 Codex, OpenCode 1 984 tok
orval-labs/orval orval.dev orval is able to generate client with appropriate type-signatures (TypeScript) from any va 6,442 Codex, OpenCode 1 439 tok
superplanehq/superplane superplane.com Open source factory for one-shot engineering 6,405 Claude Code, Codex, Cursor, OpenCode 18 3,170 tok
apache/iotdb iotdb.apache.org Apache IoTDB 6,391 Claude Code, Codex, OpenCode 4 4,041 tok
jeequan/jeepay jeequan.com Jeepay is an open-source payment system for internet companies, supporting multi-channel s 6,361 Claude Code 1 194 tok
getsentry/XcodeBuildMCP xcodebuildmcp.com A Model Context Protocol (MCP) server and CLI that provides tools for agent use when worki 6,361 Claude Code, Codex, OpenCode 13 4,726 tok
flashinfer-ai/flashinfer flashinfer.ai FlashInfer: Kernel Library for LLM Serving 6,360 Claude Code, Codex, OpenCode 5 11,473 tok
Arthur-Ficial/apfel apfel.franzai.com The free AI already on your Mac. CLI tool, OpenAI-compatible server, and interactive chat 6,359 Claude Code, Codex, OpenCode 3 6,947 tok
Nukesor/pueue :stars: Manage your shell commands. 6,323 Claude Code, Codex, GitHub Copilot, OpenCode 3 529 tok
Osmantic/ODS discord.gg Turn your PC, Mac, or Linux box into an AI server. LLM inference, chat UI, voice, agents, 6,320 Claude Code, GitHub Copilot 13 2,157 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 6,309 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 6,297 Claude Code, Codex, Cursor, OpenCode 13 2,603 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 6,297 Codex, OpenCode 1 7,258 tok
wechatsync/Wechatsync wechatsync.com Sync articles to multiple content platforms with one click, supporting Toutiao, WordPress, 6,288 Claude Code 4
genspark-ai/genoffice genoffice.ai Free, open-source alternative to Microsoft Office with built-in AI agents — Word (.docx), 6,274 Claude Code 1 834 tok
Sylinko/Everywhere everywhere.sylinko.com On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, an 6,271 Codex, OpenCode 1 1,042 tok
basketikun/infinite-canvas canvas.best An open-source infinite canvas workspace for AI creation, integrating AI image generation, 6,269 Claude Code, Codex, OpenCode 3 2,960 tok
nlweb-ai/NLWeb Main reference implementation for NLWeb, implemented in Python. 6,254 Claude Code 1 1,149 tok