How real projects configure their agents

1,769 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
whitelonng/dshcode Community desktop companion for DeepSeek Harness — one-click Electron app for macOS and Wi 703 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 24 5,156 tok
DataScienceUIBK/Rankify rankify.readthedocs.io 🔥 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmen 683 Cursor 1 1,099 tok
Zyrexnn/Cybermes Autonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes 668 Codex, Cursor, OpenCode 2 2,021 tok
SmythOS/smythos-studio smythos.com SmythOS Studio: Open-Source Visual AI Agent Builder and deployable runtime stack from Smyt 665 Cursor 1 255 tok
WW-AI-Lab/openclaw-office A visual monitoring and Skills development platform for the OpenClaw Multi-Agent system. E 650 Claude Code, Codex, Cursor, OpenCode 14 2,127 tok
oyjt/uniapp-vue3-template icnpath.com A rapid development template for team collaboration built with uniapp + Vite + Vue 3 + Typ 628 Claude Code, Codex, Cursor, OpenCode 12 2,296 tok
waynesutton/markdown-site markdown.fast An open-source publishing framework built for AI agents and developers to ship websites, d 627 Claude Code, Codex, Cursor, OpenCode 26 7,481 tok
WoJiSama/skill-based-architecture A meta-skill that produces skills. Point it at any codebase and it distills the project's 619 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 7 2,520 tok
evolution-foundation/evo-ai evo-ai.co Evo AI is an open-source platform for creating and managing AI agents, enabling integratio 616 Cursor 1 2,134 tok
paladini/harness-score paladini.github.io Your AI coding agent is only as reliable as the harness around it. Measure that harness in 615 Claude Code, Codex, Cursor, OpenCode 5 1,189 tok
skillhub-club/skillhub-desktop One desktop to manage your agent skills 605 Cursor 1 —
ZimoLiao/scholaraio zimoliao.github.io Scholar All-In-One: A research infrastructure for AI agents 584 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 49 2,699 tok
alex-ilgayev/MCPSpy MCP Monitoring with eBPF 522 Claude Code, Cursor 8 56 tok
meleantonio/ChernyCode 520 Claude Code, Codex, Cursor, OpenCode 10 1,022 tok
MHaggis/Security-Detections-MCP detect.michaelhaag.org MCP to help Defenders Detection Engineer Harder and Smarter 520 Claude Code, Cursor 29 —
MagicCube/agentara Your 24/7 personal assistant powered by Claude Code and OpenAI Codex. Multi-channel messag 518 Claude Code, Cursor 4 213 tok
humanlayer/agentcontrolplane ACP is the Agent Control Plane - a distributed agent scheduler optimized for simplicity, c 516 Claude Code, Cursor 2 1,152 tok
partcad/partcad partcad.org Package manager for things. Start designing modular hardware! PartCAD is the standard for 515 Claude Code, Codex, Cursor, OpenCode 22 16,681 tok
ericboy0224/learn-docker-and-k8s Interactive AI-driven game to learn Docker, Linux, networking & Kubernetes. Open in Claude 507 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 14 796 tok
OWASP/DockSec owasp.github.io AI-powered Docker security scanner that explains vulnerabilities in plain English. An OWAS 505 Cursor 1 112 tok
epam/ai-dial-chat chat.dialx.ai A default UI for AI DIAL 501 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 56 2,530 tok
shadcn-labs/agentcn agentcn.run shadcn/ui, but for building agents. 🤖 501 Claude Code, Codex, Cursor 4 —
haoruilee/awesome-agent-native-services theagentnative.com A curated list of agent-native services and infrastructure for AI agents: email, browsers, 495 Codex, Cursor, OpenCode 2 2,014 tok
professorpalmer/Puppetmaster Provider-neutral control plane for durable-state agent swarms: subprocess workers, leases, 471 Claude Code, Codex, Cursor, OpenCode 2 4,706 tok
databrickslabs/ontobricks Transforms Databricks Unity Catalog tables into a dynamic knowledge graph, with ontology d 468 Claude Code, Codex, Cursor, OpenCode 3 1,975 tok
ZhangHanDong/agent-spec zhanghandong.github.io `agent-spec` is an AI-native BDD/spec verification tool for task execution. 462 Claude Code, Codex, Cursor, OpenCode 4 7,438 tok
LTplus-AG/ifc-lite ifclite.dev Parse, view, query, edit, validate and export building models. Browser-first WebGPU viewer 461 Claude Code, Codex, Cursor, OpenCode 4 10,812 tok
gaotiexinqu/OneResearchClaw Any research. One Claw. 🦞 From any materials to research with fully autonomous & skill-dr 451 Claude Code, Cursor 18 —
aropan/clist clist.by Your comprehensive guide to global programming contests. Track events, get details, and ne 439 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 9 1,074 tok
caipe-io/ai-platform-engineering caipe.io CAIPE is an open-source AI platform for building, governing, and operating AI agents and a 437 Claude Code, Codex, Cursor, OpenCode 30 5,704 tok
mondaycom/mcp monday.com Enable AI agents to work reliably - giving them secure access to structured data, tools to 436 Claude Code, Cursor 2 —
dcSpark/shinkai-local-ai-agents shinkai.com Shinkai is a two click install App that allows you to create Local AI agents in 5 minutes 435 Codex, Cursor, OpenCode 2 670 tok
neuledge/context Local-first documentation for AI agents 435 Claude Code, Cursor 2 7 tok
mckinsey/agents-at-scale-ark mckinsey.github.io Provider-agnostic operations for agentic resources. ARK codifies patterns and practices de 434 Claude Code, Cursor 46 2,979 tok
ownpilot/OwnPilot ownpilot.dev Privacy-first personal AI assistant platform with autonomous agents, tool orchestration, a 429 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 10 9,916 tok
raysonmeng/agent-bridge raysonmeng.github.io A local bridge for bidirectional collaboration between Claude Code and Codex. A local real 422 Claude Code, Codex, Cursor, Gemini CLI, Kiro, OpenCode, Windsurf 6 4,426 tok
vishiri/fantasia-archive A world-builder's best friend! 413 Claude Code, Codex, Cursor, OpenCode 38 7,379 tok
IgorWarzocha/howaboua-pi-stuff A monorepo of extensions and skills by yours truly. 413 Claude Code, Codex, Cursor, OpenCode 7 1,481 tok
Context-Engine-AI/Context-Engine context-engine.ai Context-Engine MCP - Agentic Context Compression Suite 400 Codex, Cursor, Gemini CLI 3 630 tok
The-Pocket/PocketFlow-Template-Python Pocket Flow Project Template: Agentic Coding for Python 396 Claude Code, GitHub Copilot, Cursor, Gemini CLI 4 43,527 tok
OpenCowAI/opencow opencow.ai One task, one agent, delivered. The open-source platform for task-driven autonomous AI age 395 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 2,619 tok
ducan-ne/opencoder The Claude Code alternative 392 Cursor 1 11,946 tok
fzy2012/rhzl-Agentic-Design-Patterns-cn adpc.ruhang365.cn Agent design patterns 392 Claude Code, Codex, Cursor, OpenCode 3 4,386 tok
maciej-trebacz/tower-of-time-game Vibe coded Tower Defense type of game made for a game jam 377 Cursor 1 60 tok
griddynamics/rosetta griddynamics.github.io An instruction layer for AI coding agent 370 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 18 300 tok
suenot/profitmaker profitmaker.cc Open source, customized, extendable trading platform that supports 100+ crypto exchanges. 363 Cursor 1 1,445 tok
responsibleai/ASSERT responsibleai.github.io Requirement-driven evaluation harness for AI agents and LLM applications. Generate behavio 360 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 6 6,087 tok
CharTyr/STS2-Agent A Slay the Spire 2 mod that exposes the game's state and operations through a local HTTP A 356 Claude Code, Codex, Cursor 17 —
ShareX/XerahS xerahs.com XerahS is a cross platform reimagining of the ShareX user interface built with Avalonia. I 347 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 30 814 tok
guoqingbao/xinfer guoqingbao.github.io Blazing-fast LLM inference in pure Rust. No PyTorch and Python runtime. 346 Cursor 3 —