How real projects configure their agents

32,116 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
vercel-labs/marketing-team-eve-template vercel.com Team of marketing agents built on eve. 437 Claude Code, Codex, OpenCode 2 5,436 tok
ChenChenyaqi/learn-anything Learn Anything is an AI-powered recursive learning system — Socratic deep-dives and TDD-st 437 Claude Code, Codex, OpenCode 2 1,052 tok
chenxiachan/thoughtdag chenxiachan.github.io Your thinking deserves a map: an infinite canvas where LLM conversations grow into an edit 437 Claude Code, Codex, OpenCode 2 585 tok
MapleShaw/auto-claude-writing-agent-pub 436 Claude Code 1 3,411 tok
Nexus-Router/nexus nexusrouter.com Govern & Secure your AI 435 Claude Code, Codex, OpenCode 7 5,596 tok
Ido-Levi/claude-code-tamagotchi Real-time behavioral enforcement for Claude Code. Monitors AI actions, detects violations, 435 Claude Code 1 1,194 tok
growthxai/output output.ai The open-source TypeScript framework for building AI workflows and agents. Designed for Cl 435 Claude Code 12 1,185 tok
ryaker/outlook-mcp MCP server for Claude to access Outlook data via Microsoft Graph API 435 Claude Code 1 1,048 tok
ratel-ai/ratel ratel.sh Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory 435 Claude Code, Codex, OpenCode 2 1,018 tok
boshu2/agentops 12factoragentops.com The operations layer for agentic engineering — portable skills and contracts connecting in 435 Claude Code, Codex, OpenCode 2 3,061 tok
heygen-com/skills developers.heygen.com HeyGen AI agent skills — avatar creation and video production via the v3 Video Agent pipel 435 Claude Code 1 2,095 tok
peterfei/ai-agent-team AI Agent Team — A 24/7 professional AI development team with a product manager, frontend d 434 Claude Code 31
dayinji/sen-3d-resume about.senbuzy.com 434 Claude Code, Codex, OpenCode 2 1,966 tok
badchars/darknet-mcp-server npmjs.com 66-tool MCP server for dark web intelligence — breach data, ransomware tracking, Tor .onio 433 Claude Code 1 336 tok
mimurchison/claude-chief-of-staff AI Chief of Staff — Your personal AI operating system built on Claude Code 432 Claude Code 1 3,911 tok
alirezarezvani/claude-code-aso-skill AEO Automation Framework for Claude Code One-click, beginner friendly automation for GitHu 432 Claude Code 5 4,634 tok
cnighswonger/claude-code-cache-fix Fixes prompt cache regression in Claude Code that causes up to 20x cost increase on resume 432 Claude Code, Codex, OpenCode 2 7,559 tok
microsoft/conductor A CLI tool for defining and running multi-agent workflows with the GitHub Copilot SDK and 432 Claude Code, Codex, OpenCode 2 46,444 tok
kenn-io/kata katatracker.com Local-first issue tracking for AI-assisted software work, with an agent-friendly CLI and h 432 Claude Code, Codex, OpenCode 4 4,813 tok
chandra447/pi-hermes-memory Hermes-style persistent memory and learning loop for Pi coding agent 432 Claude Code, Codex, OpenCode 2 870 tok
anzellai/sky Sky — an Elm-inspired language that compiles to Go. Hindley-Milner types, server-driven UI 431 Claude Code, Codex, OpenCode 2 21,880 tok
palkan/layered-rails-skills Skills based on the Layered Rails book and beyond 431 Claude Code 1 2,135 tok
MotherofallVPNs/MoaV moav.sh Mother of all VPNs 431 Claude Code, Codex, OpenCode 2 2,658 tok
Ancienttwo/repo-harness repoharness.com File-backed workflow harness for reliable Claude Code and Codex sessions. 431 Claude Code, Codex, OpenCode 2 5,720 tok
micro/mu A runtime for agents and services 431 Claude Code, Codex, OpenCode 2 7,328 tok
frenzymath/Danus Orchestrating Mathematical Reasoning Agents with Fact-Graph Memory 431 Claude Code, Codex, OpenCode 5 2,595 tok
cloudshipai/station cloudshipai.com Station is our open-source runtime that lets teams deploy agents on their own infrastructu 430 Claude Code 1 8,364 tok
LnYo-Cly/ai4j lnyo-cly.github.io Java 8+ agentic SDK: unified LLM access (OpenAI/Anthropic/DashScope/Doubao/DeepSeek...), T 430 Claude Code, Codex, OpenCode 2 3,507 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
antflydb/antfly antfly.io 429 Claude Code 1 1,224 tok
AFK-surf/OpenBridge openbridge.bridge.surf A free, safe and open agent for everything. Alternative to Claude Cowork & Codex. Open Bri 429 Claude Code, Codex, OpenCode 2 1,166 tok
atomicstrata/atomicmemory docs.atomicstrata.ai Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, M 428 Claude Code, Codex, Gemini CLI, OpenCode 3 2,392 tok
TypedDevs/bashunit bashunit.com A simple yet powerfull testing library for bash scripts. 427 Claude Code 13
nimrodfisher/data-analytics-skills A comprehensive list of Claude skills for a wide range of data analytics tasks 427 Claude Code 1 981 tok
jasonjgardner/blockbench-mcp-plugin jasonjgardner.github.io Adds MCP server to Blockbench 427 Claude Code, Codex, GitHub Copilot, OpenCode 14 2,984 tok
redis/redis-vl-python docs.redisvl.com Redis Vector Library. The AI-native Python client for Redis. 426 Claude Code 1 1,033 tok
grll/mcpadapt grll.github.io Unlock 650+ MCP servers tools in your favorite agentic framework. 425 Claude Code 1 298 tok
alirezarezvani/ClaudeForge A CLAUDE.md Generator and Maintenance tool for for Claude Code to create high-quality CLAU 425 Claude Code 5 964 tok
Ngxba/claude-code-cli-ui An intuitive interface to create, orchestrate, and monitor Claude-based code agents for au 425 Claude Code 1 4,400 tok
code-yeongyu/senpi pi had nothing (nothing), so I made something (something) — sorry mariozechner-senpai, I w 425 Claude Code, Codex, OpenCode 5 4,635 tok
mondaycom/mcp monday.com Enable AI agents to work reliably - giving them secure access to structured data, tools to 424 Claude Code, Cursor 2
Noelo-Lab/kuna kuna.noelo.org An agent-first decompiler designed to be refined by other agents. Kuna is written in Rust 424 Claude Code, Codex, OpenCode 2 8 tok
brobertsaz/claude-os 423 Claude Code 1 1,963 tok
adithyan-ak/AgentHound agenthound.io Offensive security framework for AI agent infrastructure - recon, credential looting, mode 423 Claude Code 2 1,136 tok
mckinsey/agents-at-scale-ark mckinsey.github.io Provider-agnostic operations for agentic resources. ARK codifies patterns and practices de 423 Claude Code, Cursor 46 2,979 tok
joshukraine/dotfiles jsua.co :round_pushpin: My dotfiles for macOS using Neovim, Zsh, and Ghostty + Tmux 422 Claude Code 2 1,601 tok
vega/vegafusion vegafusion.io Serverside scaling for Vega and Altair visualizations 422 Claude Code 1 407 tok
vtroisWhite/andrej-karpathy-skills Chinese translation: https://github.com/forrestchang/andrej-karpathy-skills 422 Claude Code 1 522 tok
zhoushoujianwork/easyeda-agent jlc-ext.com EasyEDA Pro automation: the hands of your AI harness — typed schematic/PCB actions via CLI 422 Claude Code 1 5,517 tok
mutable-state-inc/ensue-skill https://ensue.dev 422 Claude Code 1