How real projects configure their agents

44,817 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
RunMaestro/Maestro runmaestro.ai Agent Orchestration Command Center 3,545 Claude Code, Codex, OpenCode 2 20,814 tok
agavra/tuicr tuicr.dev a code review TUI with vim keybindings 3,534 Codex, GitHub Copilot, OpenCode 2 12,392 tok
johnfanv2/LenovoLegionLinux Driver and tools for controlling Lenovo Legion laptops in Linux including fan control and 3,531 Codex, OpenCode 1 1,712 tok
smallcloudai/refact refact.ai AI Agent that handles engineering tasks end-to-end: integrates with developers’ tools, pla 3,531 Claude Code, Codex, OpenCode 2 2,346 tok
edison7009/EchoBird echobird.ai All-in-one AI desktop app: one-click install for Claude Code, Codex CLI, DeepSeek and more 3,520 Codex, OpenCode 1 2,413 tok
eracle/OpenOutreach openoutreach.app Open-source AI agent for B2B lead generation — describe your product, it finds the people 3,520 Claude Code 1 3,475 tok
tursodatabase/agentfs agentfs.ai The filesystem for agents. 3,509 Claude Code 2 —
superagent-ai/grok-cli An open-source coding agent for the Grok API 3,505 Codex, OpenCode 1 467 tok
himself65/finance-skills skills.himself65.com A collection of skills for AI financial analysis. 3,505 Claude Code, Codex, OpenCode 2 3,460 tok
simonlin1212/Vibe-Research viberesearch.wiki Vibe-Research: Your Personal Trading Research Agent · A personal investment research Agent 3,504 Claude Code, Codex, OpenCode 8 4,457 tok
swarmpit/swarmpit swarmpit.io Lightweight AI-friendly Docker Swarm management 3,503 Claude Code 1 2,912 tok
dotnet/roslynator josefpihrt.github.io Roslynator is a set of code analysis tools for C#, powered by Roslyn. 3,499 Claude Code, Codex, OpenCode 7 227 tok
sigp/lighthouse lighthouse-book.sigmaprime.io Ethereum consensus client in Rust 3,492 Claude Code 2 —
NVIDIA-NeMo/Switchyard Switchyard lets LLM applications route traffic across models and providers while preservin 3,489 Claude Code, Codex, OpenCode 7 850 tok
PrismML-Eng/Bonsai-demo prismml.com Bonsai Demo 3,487 Codex, OpenCode 1 5,092 tok
punitarani/fli deepwiki.com Google Flights MCP, CLI and Python Library 3,480 Claude Code, Codex, OpenCode 2 6,635 tok
taylorwilsdon/google_workspace_mcp workspacemcp.com Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive w 3,478 GitHub Copilot 1 1,153 tok
superlinked/sie superlinked.com Open-source inference server and production cluster for all the models your agent needs. 3,476 Codex, OpenCode 1 817 tok
ProfSynapse/Professor-Synapse 3,474 Claude Code 1 1,817 tok
lmnr-ai/lmnr laminar.sh Laminar - open-source observability platform purpose-built for AI agents. YC S24. 3,474 Claude Code 1 3,740 tok
Snailclimb/interview-guide javaguide.cn An open-source AI interview platform built with Spring Boot 4.1, Java 25, Spring AI 2.0, R 3,472 Claude Code, Codex, OpenCode 2 1,653 tok
chuspeeism/dashi-taskboard A modern, flexible, embeddable task panel supporting Codex and DeepSeek Harness 3,466 Codex, OpenCode 1 4,429 tok
qawolf/cli docs.qawolf.com QA Wolf from anywhere — your terminal, your CI, your AI agent. 3,459 Claude Code, Codex, OpenCode 2 2,115 tok
revolist/revogrid rv-grid.com Powerful virtual data table smartsheet with advanced customization. Best features from exc 3,455 Codex, OpenCode 1 756 tok
Ataraxy-Labs/sem ataraxy-labs.github.io Semantic version control => entity-level diffs, blame, and impact analysis on top of git. 3,441 Claude Code 2 —
ColeMurray/background-agents backgroundagents.dev An open-source background agents coding system 3,433 Claude Code, Codex, OpenCode 3 2,364 tok
callstack/react-native-testing-library oss.callstack.com 🦉 Simple and complete React Native testing utilities that encourage good testing practice 3,430 Claude Code, Codex, OpenCode 2 1,052 tok
openclaw/acpx acpx.sh Headless CLI client for stateful Agent Client Protocol (ACP) sessions 3,420 Claude Code, Codex, OpenCode 3 4,241 tok
Soju06/codex-lb soju06.github.io Codex/ChatGPT multiple account load balancer & proxy with usage tracking, dashboard, and O 3,416 Claude Code, Codex, OpenCode 15 1,977 tok
hi-godot/godot-ai Production-grade MCP server and AI tools for the Godot engine. A Snap to install. Totally 3,409 Claude Code, Codex, OpenCode 4 7,615 tok
ResearAI/DeepScientist Now, Stronger AI Pushes Frontiers, Stronger Our Shared Future. 3,408 Claude Code, Codex, OpenCode 2 6,140 tok
langchain-ai/langgraphjs docs.langchain.com Framework to build resilient language agents as graphs. 3,404 Codex, OpenCode 1 499 tok
CopilotKit/OpenGenerativeUI opengenerativeui.copilotkit.ai Open-Source Generative UI Framework 3,403 Claude Code 1 2,348 tok
ding113/claude-code-hub cch-plus.com A modern Claude Code & Codex API proxy service providing intelligent load balancing, user 3,397 Claude Code, Codex, GitHub Copilot, OpenCode 9 1,516 tok
CyberStrikeus/CyberStrike cyberstrike.io Open-source AI-powered offensive security harness for automated penetration testing. 3,397 Claude Code 1 —
AtomicBot-ai/atomic-agent atomicagent.io Atomic Agent is a local-first AI agent. Runs open-weight models on your own machine via ll 3,396 Codex, OpenCode 1 1,566 tok
wendy7756/AI-Video-Transcriber sipsip.ai Transcribe and summarize videos and podcasts using AI. Open-source, multi-platform, and s 3,392 Claude Code 1 —
Intelligent-Internet/ii-agent ii.inc II-Agent: a new open-source framework to build and deploy intelligent agents 3,391 Claude Code, Codex, OpenCode 2 9,338 tok
strelov1/freehire freehire.me freehire — the open-source search engine for job seekers 3,382 Claude Code, Codex, OpenCode 2 26,221 tok
oh-my-mermaid/oh-my-mermaid Turn complex codebases into clear, navigable architecture diagrams with Claude Code. 3,381 Claude Code 1 311 tok
giancarloerra/SocratiCode socraticode.cloud Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skil 3,367 Claude Code, Codex, Gemini CLI, OpenCode 3 4,323 tok
haydenbleasel/ultracite ultracite.ai A highly opinionated, zero-configuration linter and formatter. 3,367 Claude Code, Codex, OpenCode 2 6,034 tok
derv82/wifit3 Wifite but USB-only & cross-platform. 3,358 Claude Code, Codex, OpenCode 3 2,089 tok
ClickHouse/clickhouse-go Golang driver for ClickHouse 3,357 Claude Code, Codex, OpenCode 3 8 tok
taishi-i/awesome-ChatGPT-repositories huggingface.co A curated list of open source GitHub repositories related to ChatGPT, the OpenAI API, and 3,352 Claude Code 1 1,734 tok
xpf0000/FlyEnv flyenv.com Native local development environment for Windows, macOS & Linux. A modern alternative to X 3,340 Codex, OpenCode 2 3,389 tok
vibheksoni/stealth-browser-mcp Stealth browser automation for AI agents over MCP and the Chrome DevTools Protocol: naviga 3,337 Codex, OpenCode 1 1,005 tok
TanStack/ai tanstack.com 🤖 Type-safe, provider-agnostic TypeScript AI SDK for streaming chat, tool calling, agents 3,336 Claude Code, Codex, OpenCode 14 7,963 tok
off-grid-ai/OGAM The Swiss Army Knife of Offline AI. Chat, see, speak, and generate images on your phone or 3,333 Claude Code, Codex, OpenCode 3 62 tok
oboard/claude-code-rev Runnable ClaudeCode source code 3,329 Codex, OpenCode 1 539 tok