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
ebertti/awesome-telegram telegram.me Collection great groups, channels, bots and libraries for Telegram 5,803 Claude Code, Codex, OpenCode 2 1,796 tok
dramaclaw/dramaclaw dramaclaw.ai A general-purpose AIGC video engine: script to finished film in one pipeline — animated dr 5,782 Codex, OpenCode 1 737 tok
gosom/google-maps-scraper scrape data from Google Maps. Extracts data such as the name, address, phone number, webs 5,774 Codex, OpenCode 1 289 tok
huangruiteng/loopx huangruiteng.github.io Long-horizon agent control plane for durable, governed work across Codex, Claude Code, and 5,754 Codex, OpenCode 1 5,055 tok
talebook/talebook talebook.org A simple and easy-to-use personal library 5,750 Claude Code, Codex, OpenCode 13 3,598 tok
areal-project/AReaL areal-ai.io The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible. 5,739 Claude Code, Codex, OpenCode 27 4,509 tok
ningzimu/codex-ppt-skill ppt-skill.ningzimu.vip GPT-Image-2 PPT Generator Skill for Creating Image-Based PowerPoint Presentations in Codex 5,730 Codex, OpenCode 1 340 tok
AmanVarshney01/create-better-t-stack better-t-stack.dev A modern CLI tool for scaffolding end-to-end type-safe TypeScript projects with best pract 5,707 Claude Code, Codex, OpenCode 7 938 tok
generalaction/emdash emdash.com Emdash is the Open-Source Agentic Development Environment (🧡 YC W26). Run multiple coding 5,695 Claude Code, Codex, OpenCode 3 5,648 tok
vllm-project/semantic-router vllm-sr.ai A programmable Mixture-of-Models router for heterogeneous LLM inference 5,691 Codex, GitHub Copilot, OpenCode 2 929 tok
OpenBMB/UltraRAG ultrarag.github.io A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines 5,686 Claude Code, Codex, OpenCode 2 4,156 tok
Dammyjay93/interface-design interface-design.dev Design engineering for Claude Code. Craft, memory, and enforcement for consistent UI. 5,677 Claude Code, Codex 3
lemonade-sdk/lemonade lemonade-server.ai Lemonade helps users discover and run local AI apps by serving optimized LLMs right from t 5,669 Claude Code, Codex, OpenCode 2 4,978 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
oomol-lab/open-connector openconnector.io Open-source auth gateway connecting 1400+ SaaS providers to AI agents through SDK, CLI, MC 5,657 Claude Code, Codex, OpenCode 3 3,687 tok
cri-o/cri-o cri-o.io Open Container Initiative-based implementation of Kubernetes Container Runtime Interface 5,656 Claude Code, Codex, OpenCode 2 2,300 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
dograh-hq/dograh app.dograh.com Open source voice AI platform. Self-hosted alternative to Vapi and Retell. On Prem, BYOK a 5,618 Claude Code, Codex, OpenCode 5 395 tok
Devin-AXIS/iPolloWork ipollo.ai Enterprise-grade, local-first Agent Workbench for people and agent teams. A unified multi- 5,611 Codex, OpenCode 1 1,422 tok
the-open-agent/openagent openagentai.org ⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting co 5,607 Claude Code 1 1,049 tok
pgsty/pigsty pigsty.io Enterprise-Grade OSS PostgreSQL Distribution with HA, PITR, IaC, Monitor, 12 kernel forks 5,606 Claude Code, Codex, OpenCode 2 4,982 tok
vercel/streamdown streamdown.ai A drop-in replacement for react-markdown, designed for AI-powered streaming. 5,603 Claude Code 1
kanbn/kan kan.bn The open source Trello alternative. 5,602 Codex, OpenCode 1 2,672 tok
21st-dev/1code 1code.dev Orchestration layer for coding agents (Claude Code, Codex) 5,600 Claude Code, Codex, OpenCode 2 2,846 tok
QuipNetwork/xquad A rust implementation of the Quip Network's quantum virtual machine. 5,587 Codex, OpenCode 1 5,246 tok
agentscope-ai/AgentTeams aliyun.com An open-source Collaborative Multi-Agent OS for transparent, human-in-the-loop task coordi 5,584 Codex, OpenCode 1 4,426 tok
zenml-io/zenml zenml.io ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io. 5,580 Claude Code, Codex, OpenCode 10 6,271 tok
nextcloud/android 📱 Nextcloud Android app 5,571 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 4,353 tok
iflytek/astron-rpa iflyrpa.com Agent-ready RPA suite with out-of-the-box automation tools. Built for individuals and ente 5,534 Codex, OpenCode 1 1,305 tok
cloudflare/agents developers.cloudflare.com Build and deploy AI Agents on Cloudflare 5,533 Codex, OpenCode 1 2,131 tok
HKUDS/ClawTeam "ClawTeam: Agent Swarm Intelligence" (One Command → Full Automation) 5,530 Claude Code, Codex 2
agentscope-ai/agentscope-java java.agentscope.io Build distributed, production-grade, long-running agents. 5,520 GitHub Copilot 1 321 tok
GargantuaX/gemini-watermark-remover pilio.ai A high-performance, 100% client-side tool for removing Gemini AI image & video watermarks. 5,506 Codex, OpenCode 1 6,660 tok
QuipNetwork/quip-node-manager A simple GUI client to manage a Quip Network node 5,492 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 5,488 Claude Code, Codex, OpenCode 11 4,055 tok
remsky/Kokoro-FastAPI Dockerized OpenAI-compatible wrapper for Kokoro-82M text-to-speech w/multiplatform CPU, AM 5,422 Claude Code, Codex, OpenCode 6 899 tok
Galaxy-Dawn/claude-scholar Semi-automated research assistant for academic research and software development. Supports 5,407 Claude Code 1 1,385 tok
lingodotdev/lingo.dev lingo.dev Open-source localization engineering tools. Connects to Lingo.dev localization engineering 5,402 Claude Code 4 100 tok
unicity-sphere/sphere-sdk unicity.ai The SDK for autonomous economic agents. Give an agent an identity, a wallet, and the abili 5,398 Claude Code 1 14,549 tok
dotnet/skills Repository for skills to assist AI coding agents with .NET and C# 5,388 Codex, OpenCode 1 441 tok
chakra-ui/ark ark-ui.com Unstyled, accessible UI components for your design System. Works in React, Vue, Solid, and 5,380 Claude Code 6 647 tok
breaking-brake/cc-wf-studio open-vsx.org CC Workflow Studio 5,375 Claude Code 1 3,738 tok
clientIO/joint jointjs.com A proven SVG-based JavaScript diagramming library powering exceptional UIs 5,373 Claude Code 1 1,220 tok
jgraph/drawio-mcp 5,370 Claude Code 1 3,005 tok
junhoyeo/tokscale tokscale.ai 🛰️ Track token usage across AI coding agents from your terminal. 🏅 Global leaderboard wi 5,369 Codex, OpenCode 1 3,777 tok
vercel-labs/zerolang zerolang.ai The Programming Language for Agents 5,360 Codex, OpenCode 1 1,256 tok
epoko77-ai/im-not-ai imnotai.kr A Claude skill that polishes Korean written by AI to sound human — Korean AI-text humanize 5,355 Claude Code, Gemini CLI 2 8,283 tok
digitallyinduced/ihp ihp.digitallyinduced.com 🔥 The fastest way to build type safe web apps. IHP is a new batteries-included web framew 5,352 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 5,352 Claude Code, Codex, OpenCode 2 3,048 tok