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
strukto-ai/mirage strukto.ai The World's First Virtual Terminal for AI Agents 3,768 Claude Code, Codex, OpenCode 2 4,367 tok
milanm/DotNet-Developer-Roadmap newsletter.techworld-with-milan.com The comprehensive .NET Developer Roadmap for 2026 by seniority level. 3,759 Claude Code 3 27 tok
glitternetwork/pinme pinme.eth.limo Deploy Your Frontend in a Single Command. Claude Code Skills supported. 3,755 Claude Code, Codex, OpenCode 2 1,447 tok
gotalab/cc-sdd Turn approved specs into long-running autonomous implementation. A minimal, adaptable SDD 3,755 Claude Code, Codex, OpenCode 2 1,763 tok
agentscope-ai/ReMe reme.agentscope.io ReMe: Memory Management Kit for Agents - Remember Me, Refine Me. 3,754 Claude Code, Codex, OpenCode 2 2,724 tok
livestorejs/livestore livestore.dev LiveStore is a next-generation state management framework based on reactive SQLite and bui 3,752 Claude Code, Codex, OpenCode 3 1,553 tok
Screenly/Anthias anthias.screenly.io The world's most popular open source digital signage project. 3,717 Claude Code 8 2,972 tok
nextlevelbuilder/goclaw goclaw.sh GoClaw - GoClaw is OpenClaw rebuilt in Go — with multi-tenant isolation, 5-layer security, 3,704 Claude Code, Codex, OpenCode 2 12,319 tok
memodb-io/Acontext acontext.io Agent Skills as a Memory Layer 3,698 Claude Code, Codex, OpenCode 2 2,448 tok
whiteguo233/OpenBiliClaw whiteguo233.github.io Local-first open-source cross-platform AI content discovery agent: understands you, then p 3,695 Claude Code, Codex, OpenCode 6 4,530 tok
Ar9av/obsidian-wiki Framework for AI agents to build and maintain a digital brain through Obsidian wiki | Memo 3,691 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 8 5,519 tok
zts212653/clowder-ai Build AI teams, not just agents. Hard rails, soft power, shared mission. 3,685 Claude Code, Codex, Gemini CLI, OpenCode 3 1,019 tok
laravel/boost laravel.com Laravel-focused MCP server for augmenting your AI powered local development experience. 3,682 Claude Code, Codex 4 —
baojie/shiji-kb 3,679 Claude Code 7 4,555 tok
SamurAIGPT/llm-wiki-agent A personal knowledge base that builds and maintains itself. Drop in sources — Claude (or C 3,677 Claude Code, Codex, Gemini CLI, OpenCode 7 5,977 tok
PLFJY/ContextMenuMgr bilibili.com Context Menu Manager Plus is a powerful utility that helps you manage the right-click menu 3,653 Claude Code, Codex, OpenCode 2 2,276 tok
tradermonty/claude-trading-skills tradermonty.github.io Claude Code skills for equity investors and traders — market analysis, technical charting, 3,652 Claude Code 1 12,572 tok
grafana/mcp-grafana MCP server for Grafana 3,643 Claude Code 1 —
TinyAGI/tinyagi office.tinyagicompany.com TinyAGI is the agent teams orchestrator for One Person Company. (fka TinyClaw) 3,631 Claude Code, Codex, OpenCode 10 1,262 tok
agent-of-empires/agent-of-empires agent-of-empires.com Manage multiple Claude Code, OpenCode agents from either TUI or Web for easy access on mob 3,624 Claude Code, Codex, OpenCode 2 1,675 tok
Norman-bury/research-writing-skill Research Writing Assistant 3,594 Claude Code, Codex, Gemini CLI, OpenCode 3 1,658 tok
mnemosyne-oss/mnemosyne mnemosyne.site Zero-cloud AI memory that works everywhere. SQLite-backed. One pure-Python dependency. 3,589 Claude Code 2 —
millionco/expect expect.dev Expect tests your agent's code in a real browser 3,562 Claude Code, Codex, OpenCode 10 6,472 tok
OpenCloudGaming/OpenNOW Custom GeForce Now Client Named OpenNOW 3,555 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,647 tok
RunMaestro/Maestro runmaestro.ai Agent Orchestration Command Center 3,545 Claude Code, Codex, OpenCode 2 20,814 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
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 —
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
punitarani/fli deepwiki.com Google Flights MCP, CLI and Python Library 3,480 Claude Code, Codex, OpenCode 2 6,635 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
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
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
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 —
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 —