How real projects configure their agents

32,107 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
hanliang97/MatrixMedia hanliang97.github.io A video matrix tool built with Vue, Electron, and Puppeteer for batch publishing videos to 787 Claude Code, Codex, Cursor, OpenCode 4 2,313 tok
Purewhiter/mobilegym mobilegym.dev [EMNLP 2026] MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GU 786 Claude Code, Codex, OpenCode 5 6,882 tok
Scottcjn/Rustchain rustchain.org Sybil-resistant AI agent network with hardware-attested identity. Proof-of-Antiquity block 785 Claude Code 1
kdlbs/kandev kandev.ai AI Kanban & Development Environment. Orchestrate multiple agents, review changes, open PRs 781 Claude Code, Codex, OpenCode 41 6,014 tok
A-EVO-Lab/a-evolve The official repository of "Position: Agentic Evolution is the Path to Evolving LLMs". 780 Claude Code 1 1,475 tok
23blocks-OS/ai-maestro ai-maestro.23blocks.com AI Agent Orchestrator with Skills System - Give AI Agents superpowers: memory search, code 780 Claude Code 1 9,937 tok
LubomirGeorgiev/cloudflare-workers-nextjs-saas-template nextjs-saas-template.lubomirgeorgiev.com Cloudflare Workers/Next.js SaaS Template 779 Claude Code, Codex, OpenCode 2 6,021 tok
nexu-io/motion-anything ✨ The agentic motion layer — an open-source, chat-native motion engine. Describe the feeli 779 Claude Code, Codex, OpenCode 2 2,456 tok
assistant-ui/tool-ui tool-ui.com UI components for AI interfaces 778 Claude Code, Codex, OpenCode 17 1,400 tok
maddada/Ghostex ghostex.dev Rust & GPUI Native Agent CLIs manager for macOS. Ghostty Terminals + Codex App Features/UX 776 Claude Code, Codex, OpenCode 2 12,370 tok
bhauman/clojure-mcp Clojure MCP 775 Claude Code, Codex, OpenCode 4 858 tok
pexoai/pexo-skills invite.pexo.ai A collection of open-source Agent Skills for content creation — images, audio, and video. 774 Claude Code 1 799 tok
alirezarezvani/claude-code-tresor alirezarezvani.com A world-class collection of Claude Code utilities: autonomous skills, expert agents, slash 773 Claude Code 1 5,338 tok
stripe/link-cli link.com Let your agents spend on your behalf. Your payment credentials are never exposed. You appr 773 Claude Code 1 4,581 tok
Mininglamp-OSS/octo-cli pkg.go.dev Metadata-driven CLI for AI Agent Bots — 48 operations across 7 domains, structured JSON en 773 Claude Code 1 4,529 tok
xixihhhh/clipforge xixihhhh.github.io ClipForge (formerly “带货剪手” / daihuo-jianshou): An open-source AI e-commerce short-video to 773 Claude Code, Codex, OpenCode 2 79 tok
getumbrel/umbrel-apps apps.umbrel.com The official app repository of the Umbrel App Store. Submit apps and updates here. Learn h 772 Claude Code, Codex, OpenCode 6 110 tok
nateherkai/hyperframes-student-kit Edit videos, reels, and YouTube Shorts with Codex or Claude Code. 14 skills, transcript-dr 772 Claude Code, Codex, OpenCode 2 2,502 tok
remorses/holocron holocron.so Open source drop-in replacement for Mintlify as a Vite plugin 771 Claude Code, Codex, OpenCode 2 17,582 tok
raphaelsty/knowledge knowledge-web.org Online library for AI 770 Claude Code 1 1,586 tok
coleam00/second-brain-starter Build your own AI Second Brain with Claude Code - a skill that generates a personalized PR 770 Claude Code 1
phuryn/pm-brain productcompass.pm PM Brain OS: The Second Brain for Product Managers, Made of Markdown 767 Claude Code, Codex, OpenCode 15 1,983 tok
simonw/research Research projects 767 Claude Code, Codex, OpenCode 2 309 tok
CodeBendKit/codeseek Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid sem 766 Claude Code 1 1,559 tok
RichmondAlake/memorizz MemoRizz: A Python library serving as a memory layer for AI applications. Leverages popula 766 Claude Code 1
Xoshbin/asyar asyar.org The power of Raycast. The speed of Alfred. Privacy by design. 766 Claude Code, Codex, OpenCode 7 861 tok
zszz3/AgentRecall 765 Claude Code, Codex, OpenCode 2 6,336 tok
amondnet/vercel-action vercel.com This action make a deployment with github actions instead of Vercel builder. 765 Claude Code, Codex, OpenCode 5 1,525 tok
traceroot-ai/traceroot traceroot.ai TraceRoot - open-source observability and self-improving layer for AI agents. YC S25 764 Claude Code 2
GarethManning/education-agent-skills garethmanning.com 165 evidence-grounded AI skills for teachers, school leaders and EdTech builders—pedagogy, 764 Claude Code, Codex, OpenCode 2 1,127 tok
NVIDIA-AI-Blueprints/rag build.nvidia.com This NVIDIA RAG blueprint serves as a reference solution for a foundational Retrieval Augm 763 Claude Code, Codex, OpenCode 2 2,166 tok
desplega-ai/agent-swarm agent-swarm.dev Your Company Agentic Operating System 762 Claude Code, Codex, OpenCode 4 8,560 tok
anywhere-labs/Agents-Anywhere An open-source cross-device Agent workspace. 762 Claude Code, Codex 2
carlrannaberg/claudekit A toolkit of custom commands, hooks, and utilities for Claude Code 761 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 11 6,905 tok
AVIDS2/memorix mem.rglens.com Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Cod 760 Claude Code, Gemini CLI 2 1,919 tok
taekchef/claude-code-zh-cn taekchef.github.io Claude Code CLI Simplified Chinese localization / Chinese translation plugin; supports mac 759 Claude Code, Codex, OpenCode 2 1,710 tok
ryoppippi/sitemcp npmjs.com Fetch an entire site and use it as an MCP Server 758 Claude Code 1 535 tok
sudara/pamplejuce melatonin.dev A JUCE audio plugin template. JUCE 8, Catch2, Pluginval, macOS notarization, Azure Trusted 757 Claude Code, Codex, OpenCode 2 2,454 tok
ChatbotXIO/ChatbotX chatbotx.io Open-source ManyChat alternative, built for AI. Omnichannel marketing across WhatsApp, Tik 757 Claude Code, Codex, GitHub Copilot, OpenCode 29 9,838 tok
divar-ir/ai-doc-gen AI-powered multi-agent system that automatically analyzes codebases and generates comprehe 756 Claude Code, Codex, OpenCode 2 1,562 tok
MigoXLab/dingo dingo.openxlab.org.cn Dingo: A Comprehensive AI Data, Model and Application Quality Evaluation Tool 756 Claude Code, Codex, OpenCode 2 3,364 tok
Archive228/loopkit 33 battle-tested skills + minimal .claude harness for any coding agent (Claude Code, Curso 755 Claude Code, Codex, OpenCode 10 1,078 tok
LSTM-Kirigaya/openmcp-client kirigaya.cn All in one vscode plugin for mcp developer 752 Claude Code 1 1,442 tok
getclawe/clawe clawe.ai Multi-agent coordination system: think Trello for OpenClaw agents. 751 Claude Code, Codex 3 1,112 tok
Warma10032/VideoAdGuard videoadguard.xiaobaozi.cn A Bilibili browser extension that uses large language models to detect embedded advertisem 751 Claude Code 1 1,513 tok
superdesk/superdesk superdesk.org Superdesk is an end-to-end news creation, production, curation, distribution, and publishi 751 Claude Code 6
liquidos-ai/AutoAgents liquidos-ai.github.io A multi-agent framework written in Rust that enables you to build, deploy, and coordinate 750 Claude Code, Codex, OpenCode 2 885 tok
Ark0N/Codeman getcodeman.com Self-hosted mission control for AI coding agents: run Claude Code, OpenCode, Pi, Codex, an 750 Claude Code, Codex, OpenCode 2 47,834 tok
layoutit/polycss polycss.com A CSS 3D engine for the DOM. Renders polygon meshes in HTML by leveraging matrix3d transfo 749 Claude Code, Codex, OpenCode 4 18,677 tok
sgasser/pasteguard pasteguard.com AI gets the context. Not your private data. Local-first privacy proxy for browser chat, AI 748 Claude Code, Codex, OpenCode 2 461 tok