How real projects configure their agents

32,436 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
mohitagw15856/pm-claude-skills mohitagw15856.github.io 1,310 professional Agent Skills for Claude, Claude Duet, ChatGPT, Gemini, Cursor & Codex: 1,520 Claude Code, Codex, OpenCode 2 976 tok
agentconnect-md/agentconnect agentconnect.md The open-source, multi-agent alternative to Claude Tag. @ any agent, wherever work happen 1,520 Claude Code, Codex, OpenCode 6 4,708 tok
huangserva/skill-prompt-generator An AI portrait Prompt generation system based on Claude Skill that intelligently combines 1,519 Claude Code 3 —
nduckmink/arkon Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to m 1,519 Claude Code 2 1,626 tok
dvdsgl/claude-canvas Give Claude Code an external monitor 1,516 Claude Code 1 770 tok
daymade/claude-code-skills Professional Claude Code skills marketplace featuring production-ready skills for enhanced 1,516 Claude Code, Codex, OpenCode 2 17,144 tok
ZhangHanDong/harness-engineering-from-cc-to-ai-coding zhanghandong.github.io Harness Engineering From Claude Code source code to AI Coding 1,515 Claude Code 2 1,780 tok
umputun/ralphex ralphex.com Extended Ralph loop for autonomous AI-driven plan execution 1,510 Claude Code 1 14,738 tok
nvk/llm-wiki llm-wiki.net LLM-compiled knowledge bases for any AI agent. Parallel multi-agent research, thesis-drive 1,510 Claude Code, Codex, OpenCode 2 16,357 tok
edmund-io/edmunds-claude-code 1,509 Claude Code 25 —
hanxi/cups-web Turn a home USB printer into an always-accessible network printing service 1,509 Claude Code, Codex, OpenCode 3 14,878 tok
openonion/connectonion docs.connectonion.com CLI is all you need. The agent CLI harness. 1,507 Claude Code, Codex, OpenCode 2 11,358 tok
appleboy/CodeGPT A CLI written in Go language that writes git commit messages or do a code review brief for 1,504 Claude Code 1 1,261 tok
lakekeeper/lakekeeper docs.lakekeeper.io Apache Iceberg REST Catalog in Rust — access control, credential vending and audit for eve 1,502 Claude Code, Codex, OpenCode 2 2,495 tok
zhitongblog/solomd solomd.app A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP serv 1,501 Claude Code 2 —
lgazo/drawio-mcp-server Draw.io Model Context Protocol (MCP) Server 1,500 Claude Code, Codex, OpenCode 3 2,875 tok
microsoft/waza microsoft.github.io CLI / Framework for Agent Skills - create, test, measure and improve skill quality and eff 1,500 Claude Code, Codex, GitHub Copilot, OpenCode 24 9,437 tok
agentlas-ai/Agentlas-OS agentlas.cloud Desktop AI agent that hires a specialist for each task, works in your real apps for weeks, 1,498 Claude Code, Codex, Gemini CLI, OpenCode 71 6,744 tok
chmod777john/swarm-ide agents.flex42.dev An IDE built for Agent Swarms, supporting Kimi-2.5, GLM-4.7, and more (compatible with mod 1,497 Claude Code, Codex 1 —
limecloud/lime limeai.run Full-stack AI agent for coding, files, terminals, tools, research, content, multimodal wor 1,493 Claude Code, Codex, OpenCode 2 3,577 tok
inkeep/agents docs.inkeep.com Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For s 1,489 Claude Code, Codex, OpenCode 2 9,417 tok
alookai/alook alook.ai Multi-Agent Collaboration for Team and Friends 1,489 Claude Code, Codex, OpenCode 2 2,395 tok
ghostwright/phantom ghostwright.dev An AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secur 1,488 Claude Code 1 9,391 tok
modelcontextprotocol/kotlin-sdk modelcontextprotocol.github.io The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in coll 1,485 Claude Code, Codex, OpenCode 4 868 tok
preset-io/agor agor.live Multiplayer AI: Bring your team and agents together 1,484 Claude Code, Codex, OpenCode 3 1,580 tok
txperl/PixivBiu A Pixiv client. Easy to search, browse, and download artworks. 1,483 Claude Code, Codex, OpenCode 2 2,413 tok
HexmosTech/git-lrc hexmos.com Free, Micro AI Code Reviews That Run on Git Commit 1,482 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,568 tok
chrysb/alphaclaw The ultimate setup harness for OpenClaw. Deploy in minutes. Stay running for months. No CL 1,479 Claude Code, Codex, OpenCode 5 3,874 tok
vellum-ai/vellum-assistant vellum.ai An AI Assistant that’s easy to setup, does your work 24/7, knows your preferences and gets 1,477 Claude Code, Codex, Cursor, OpenCode 17 9,874 tok
flutter-it/get_it pub.dev Get It - Simple direct Service Locator that allows to decouple the interface from a concre 1,475 Claude Code 1 1,867 tok
win4r/ClawTeam-OpenClaw youtu.be ClawTeam fork fully adapted for OpenClaw — multi-agent swarm coordination with OpenClaw as 1,471 Claude Code, Codex 3 3,463 tok
kunchenguid/backpass You don't write AGENTS.md. You train it with gradient descent. 1,471 Claude Code, Codex, OpenCode 2 1,936 tok
inkline/inkline inkline.io Inkline is the intuitive UI Components library that gives you a developer-friendly foundat 1,469 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 27 1,855 tok
Taxuspt/garmin_mcp MCP server to access Garmin data 1,465 Claude Code 2 2,382 tok
RyanAlberts/best-of-Agent-Harnesses ryanalberts.github.io 🏆 Ranked list of 187 AI agent harnesses, plus templates, playbooks, MCP, and learning res 1,461 Claude Code 1 1,177 tok
chunkhound/chunkhound chunkhound.ai Your entire engineering context, deeply understood 1,459 Claude Code, Codex, OpenCode 5 1,066 tok
Nearcyan/vibecraft It's Vibecraft! 1,458 Claude Code 1 8,299 tok
nucliweb/webperf-snippets webperf-snippets.net Tested JavaScript snippets that measure and debug web performance. Your AI agent runs them 1,456 Claude Code 1 2,330 tok
bramses/chatgpt-md A (nearly) seamless integration of ChatGPT into Obsidian. 1,456 Claude Code, Codex, OpenCode 2 2,190 tok
damms005/devdb-vscode marketplace.visualstudio.com A zero-config VS Code database extension with affordances to aid development and debugging 1,454 Claude Code 1 —
wgzhao/Addax addax.wgzhao.com Actively maintained successor to Alibaba DataX — a fast, versatile, open-source ETL tool f 1,451 Claude Code, Codex, OpenCode 3 2,253 tok
ryanstephen/lil-agents tiny AI companions that live on your macOS dock 1,450 Claude Code 1 482 tok
Comfy-Org/workflow_templates pypi.org ComfyUI template workflows 1,445 Claude Code, Codex, OpenCode 2 7,326 tok
christophhart/HISE hise.audio The open source framework for sample based instruments 1,444 Claude Code 1 2,032 tok
spring-projects/spring-ai-examples 1,444 Claude Code 1 2,359 tok
milanglacier/minuet-ai.nvim 💃 Dance with Intelligence in Your Code. Minuet offers code completion as-you-type from po 1,443 Claude Code, Codex, OpenCode 2 372 tok
RinDig/Interpretable-Context-Methodology Folder structure as agent architecture. ICM replaces framework-level orchestration with f 1,441 Claude Code 1 439 tok
mnemox-ai/tradememory-protocol mnemox.ai Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, t 1,440 Claude Code, Codex, OpenCode 3 811 tok
mbailey/voicemode voicemode.dev Natural voice conversations with Claude Code 1,439 Claude Code, Codex, OpenCode 12 2,496 tok
riba2534/feishu-cli feishu-cli is a full-featured command-line tool for the Feishu Open Platform. It wraps ope 1,438 Claude Code, Codex, OpenCode 2 14,958 tok