How real projects configure their agents

21,881 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 agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269Frontend2,250Security1,980Productivity1,695

All Claude Code32,004 Codex23,112 OpenCode21,881 GitHub Copilot3,501 Gemini CLI1,902 Cursor1,724 Windsurf62 Kiro40

Project Stars Configures Files Always loaded
dramaclaw/dramaclaw dramaclaw.ai A general-purpose AIGC video engine: script to finished film in one pipeline — animated dr 5,662 Codex, OpenCode 1 737 tok
zxlie/FeHelper fehelper.com 😍FeHelper—Web frontend assistant (Awesome! Chrome & Firefox & MS-Edge Extension, All-in-o 5,662 Codex, OpenCode 1 480 tok
cri-o/cri-o cri-o.io Open Container Initiative-based implementation of Kubernetes Container Runtime Interface 5,655 Claude Code, Codex, OpenCode 2 2,300 tok
ningzimu/codex-ppt-skill ppt-skill.ningzimu.vip GPT-Image-2 PPT Generator Skill for Creating Image-Based PowerPoint Presentations in Codex 5,646 Codex, OpenCode 1 340 tok
lemonade-sdk/lemonade lemonade-server.ai Lemonade helps users discover and run local AI apps by serving optimized LLMs right from t 5,643 Claude Code, Codex, OpenCode 2 4,978 tok
vllm-project/semantic-router vllm-sr.ai A programmable Mixture-of-Models router for heterogeneous LLM inference 5,630 Codex, GitHub Copilot, OpenCode 2 2,350 tok
alibaba/QLExpress QLExpress is a powerful, lightweight, dynamic language for the Java platform aimed at impr 5,621 Claude Code, Codex, OpenCode 2 2,324 tok
generalaction/emdash emdash.com Emdash is the Open-Source Agentic Development Environment (🧡 YC W26). Run multiple coding 5,618 Claude Code, Codex, OpenCode 3 5,648 tok
pgsty/pigsty pigsty.io Enterprise-Grade OSS PostgreSQL Distribution with HA, PITR, IaC, Monitor, 12 kernel forks 5,603 Claude Code, Codex, OpenCode 2 4,982 tok
21st-dev/1code 1code.dev Orchestration layer for coding agents (Claude Code, Codex) 5,601 Claude Code, Codex, OpenCode 2 2,846 tok
dograh-hq/dograh app.dograh.com Open source voice AI platform. Self-hosted alternative to Vapi and Retell. On Prem, BYOK a 5,598 Claude Code, Codex, OpenCode 5 395 tok
QuipNetwork/xquad A rust implementation of the Quip Network's quantum virtual machine. 5,588 Codex, OpenCode 1 5,246 tok
kanbn/kan kan.bn The open source Trello alternative. 5,586 Codex, OpenCode 1 2,672 tok
oomol-lab/open-connector oomol.com Open-source auth gateway connecting 1400+ SaaS providers to AI agents through SDK, CLI, MC 5,578 Claude Code, Codex, OpenCode 3 3,687 tok
zenml-io/zenml zenml.io ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io. 5,577 Claude Code, Codex, OpenCode 10 6,271 tok
agentscope-ai/AgentTeams aliyun.com An open-source Collaborative Multi-Agent OS for transparent, human-in-the-loop task coordi 5,576 Codex, OpenCode 1 4,426 tok
nextcloud/android 📱 Nextcloud Android app 5,564 Claude Code, Codex, OpenCode 3 3,029 tok
chrisleekr/binance-trading-bot chrisleekr.github.io Automated Binance trading bot with pluggable strategies, historical backtesting, and a liv 5,557 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 4,332 tok
cloudflare/agents developers.cloudflare.com Build and deploy AI Agents on Cloudflare 5,526 Codex, OpenCode 1 2,131 tok
iflytek/astron-rpa iflyrpa.com Agent-ready RPA suite with out-of-the-box automation tools. Built for individuals and ente 5,525 Codex, OpenCode 1 1,305 tok
GargantuaX/gemini-watermark-remover pilio.ai A high-performance, 100% client-side tool for removing Gemini AI image & video watermarks. 5,502 Codex, OpenCode 1 6,660 tok
QuipNetwork/quip-node-manager A simple GUI client to manage a Quip Network node 5,493 Codex, OpenCode 1 6,960 tok
yournextstore/yournextstore demo.yournextstore.com AI-Native Open-Source Next.js commerce. Powered by Stripe. Ultra fast with typesafe Commer 5,487 Claude Code, Codex, OpenCode 11 2,840 tok
Devin-AXIS/iPolloWork ipollo.ai Enterprise-grade, local-first Agent Workbench for people and agent teams. A unified multi- 5,435 Codex, OpenCode 1 1,422 tok
remsky/Kokoro-FastAPI Dockerized OpenAI-compatible wrapper for Kokoro-82M text-to-speech w/multiplatform CPU, AM 5,414 Claude Code, Codex, OpenCode 5 869 tok
dotnet/skills Repository for skills to assist AI coding agents with .NET and C# 5,377 Codex, OpenCode 1 441 tok
vercel-labs/zerolang zerolang.ai The Programming Language for Agents 5,355 Codex, OpenCode 1 1,256 tok
digitallyinduced/ihp ihp.digitallyinduced.com 🔥 The fastest way to build type safe web apps. IHP is a new batteries-included web framew 5,351 Claude Code, Codex, OpenCode 2 3,456 tok
cloudflare/vibesdk build.cloudflare.dev An open-source vibe coding platform that helps you build your own vibe-coding platform, bu 5,347 Claude Code, Codex, OpenCode 2 3,048 tok
junhoyeo/tokscale tokscale.ai 🛰️ Track token usage across AI coding agents from your terminal. 🏅 Global leaderboard wi 5,336 Codex, OpenCode 1 3,777 tok
metalbear-co/mirrord metalbear.com Run any process, on your machine or in an AI agent's environment, as if it were a pod in y 5,323 Claude Code, Codex, OpenCode 2 883 tok
truefoundry/trueforge trueforge.dev The open-source agent harness - the runtime layer that turns an LLM into a working agent. 5,276 Claude Code, Codex, OpenCode 2 1,264 tok
maziyarpanahi/openmed openmed.life Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-de 5,250 Codex, OpenCode 1 1,743 tok
shareAI-lab/Kode-CLI Kode CLI — Design for post-human workflows. One unit agent for every human & computer task 5,215 Codex, OpenCode 1 719 tok
cloudflare/cloudflare-docs developers.cloudflare.com Cloudflare’s documentation 5,188 Claude Code, Codex, Gemini CLI, OpenCode 7 3,585 tok
looplj/axonhub axonhub.onrender.com ⚡️ Open-source AI Gateway — Use any SDK to call 100+ LLMs. Built-in failover, load balanci 5,176 Claude Code, Codex, OpenCode 2 1,224 tok
tech-leads-club/agent-skills agent-skills.techleads.club The secure, validated skill registry for professional AI coding agents. Extend Antigravity 5,141 Claude Code, Codex, OpenCode 2 1,573 tok
openclaw/Peekaboo peekaboo.boo Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshot 5,123 Claude Code, Codex, OpenCode 4 1,073 tok
github/gh-aw gh.io GitHub Agentic Workflows 5,109 Codex, OpenCode 1 1,954 tok
liam-hq/liam liambx.com Automatically generates beautiful and easy-to-read ER diagrams from your database. 5,103 Claude Code, Codex, OpenCode 33 1,602 tok
modelcontextprotocol/go-sdk modelcontextprotocol.io The official Go SDK for Model Context Protocol servers and clients. Maintained in collabor 5,071 Codex, OpenCode 1 563 tok
entireio/cli entire.io 📜 Entire CLI hooks into your Git workflow to capture AI agent sessions as you work. Sessi 5,070 Claude Code, Codex, GitHub Copilot, OpenCode 22 29,246 tok
jitsucom/jitsu jitsu.com Jitsu is an open-source Segment alternative. Fully-scriptable data ingestion engine for mo 5,064 Claude Code, Codex, OpenCode 2 1,599 tok
Marker-Inc-Korea/AutoRAG marker-inc-korea.github.io AutoRAG: Now your agent can find anything in your computer. It gets smarter if you are usi 5,059 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,798 tok
Kiln-AI/Kiln kiln.tech Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthe 5,046 Claude Code, Codex, OpenCode 10 1,070 tok
iflytek/skillhub skill.xfyun.cn Self-hosted, open-source agent skill registry for enterprises. Publish & version skill pac 5,036 Codex, OpenCode 1 6,853 tok
pollinations/pollinations pollinations.ai Your Friendly Open-Source Gen-AI Platform 5,030 Claude Code, Codex, OpenCode 28 4,323 tok
clidey/whodb whodb.com Where data access meets operational intelligence 5,019 Claude Code, Codex, OpenCode 6 3,204 tok
Expensify/App new.expensify.com Welcome to New Expensify: a complete re-imagination of financial collaboration, centered a 5,017 Claude Code, Codex, OpenCode 18 1,397 tok
yuin/goldmark :trophy: A markdown parser written in Go. Easy to extend, standard(CommonMark) compliant, 5,002 Claude Code, Codex, OpenCode 2 497 tok