How real projects configure their agents

32,084 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 agents7,489Claude Code6,592Data and AI3,693Backend and APIs3,493Languages3,401Planning3,203Git and workflow3,138Code review2,732Memory and context2,360Testing2,339DevOps and cloud2,295Research2,291Writing and docs2,287Frontend2,245Security1,998Productivity1,707

All Claude Code32,084 Codex23,236 OpenCode22,010 GitHub Copilot3,537 Gemini CLI1,912 Cursor1,736 Windsurf111 Kiro74

Project Stars Configures Files Always loaded
dvdsgl/claude-canvas Give Claude Code an external monitor 1,512 Claude Code 1 770 tok
edmund-io/edmunds-claude-code 1,506 Claude Code 25
kai-scheduler/KAI-Scheduler KAI Scheduler is an open source Kubernetes Native scheduler for AI workloads at large scal 1,506 Claude Code, Codex, OpenCode 3 2,110 tok
fynnfluegge/agtx 🏄🏼‍♂️ The blackboard for coding agents - agentic development environment for claude code 1,506 Claude Code, Codex, OpenCode 3 28,852 tok
appleboy/CodeGPT A CLI written in Go language that writes git commit messages or do a code review brief for 1,505 Claude Code 1 1,261 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 1,501 Claude Code, Codex 1
beehive-lab/TornadoVM tornadovm.org Write Java. Run on GPUs. Fast. 1,501 Claude Code 3
yigitkonur/cli-continues resume any AI coding session in another tool — Claude Code, Copilot, Gemini, Codex, Cursor 1,501 Claude Code, Codex, GitHub Copilot, OpenCode 8 6,193 tok
ZhangHanDong/harness-engineering-from-cc-to-ai-coding zhanghandong.github.io Harness Engineering From Claude Code source code to AI Coding 1,500 Claude Code 2 1,780 tok
fim-ai/fim-one one.fim.ai Open-source agent platform for Global × China enterprises — wire every system through one 1,497 Claude Code, Gemini CLI 5 4,639 tok
pollen-robotics/reachy_mini hf.co Reachy Mini's SDK 1,496 Claude Code, Codex, OpenCode 3 4,730 tok
mattzh72/articraft Reference code for the articraft paper. 1,495 Claude Code, Codex, OpenCode 2 2,783 tok
six2dez/burp-ai-agent burp-ai-agent.six2dez.com Burp Suite extension that adds built-in MCP tooling, AI-assisted analysis, privacy control 1,495 Claude Code, Codex, OpenCode 2 1,273 tok
krusemediallc/arcads-claude-code Arcads external API: agent skills, prompting library, and Cursor/Claude workspace 1,493 Claude Code, Codex, OpenCode 4 1,910 tok
live-codes/livecodes livecodes.io A Code Playground That Just Works! 1,492 Claude Code, Codex, OpenCode 16 2,062 tok
siddsachar/row-bot row-bot.ai Row-Bot - Personal AI Sovereignty. A local-first AI assistant with integrated tools, a per 1,490 Claude Code, Codex, OpenCode 2 2,634 tok
huangserva/skill-prompt-generator An AI portrait Prompt generation system based on Claude Skill that intelligently combines 1,482 Claude Code 3
umputun/ralphex ralphex.com Extended Ralph loop for autonomous AI-driven plan execution 1,481 Claude Code, Codex 1 14,738 tok
openonion/connectonion docs.connectonion.com The Best AI Agent Framework for Agent Collaboration. 1,480 Claude Code, Codex, OpenCode 2 10,975 tok
tddworks/ClaudeBar tddworks.github.io A macOS menu bar application that monitors AI coding assistant usage quotas. Keep track of 1,480 Claude Code 7 3,440 tok
nickclyde/duckduckgo-mcp-server A Model Context Protocol (MCP) server that provides web search capabilities through DuckDu 1,475 Claude Code 1 1,548 tok
silverstein/minutes useminutes.app Open-source, local-first Granola/Otter alternative that Claude Code, Codex, Cursor, and an 1,474 Claude Code, Codex, OpenCode 3 9,954 tok
Open-Source-Legal/OpenContracts open-source-legal.github.io The open document intelligence platform for builders and hackers - DMS for the agentic wor 1,474 Claude Code 1 9,286 tok
chrysb/alphaclaw The ultimate setup harness for OpenClaw. Deploy in minutes. Stay running for months. No CL 1,473 Claude Code, Codex, OpenCode 5 3,874 tok
team-reflect/reflect-open Open-source Reflect rewrite: A local-first AI agent-friendly Markdown note-taking app 1,471 Claude Code, Codex, OpenCode 4 4,263 tok
hyhmrright/brooks-lint hyhmrright.github.io AI code reviews grounded in 12 classic engineering books — decay risk diagnostics with boo 1,471 Claude Code, Codex, Gemini CLI, OpenCode 3 5,076 tok
flutter-it/get_it pub.dev Get It - Simple direct Service Locator that allows to decouple the interface from a concre 1,470 Claude Code 1 1,867 tok
limecloud/lime limeai.run Full-stack AI agent for coding, files, terminals, tools, research, content, multimodal wor 1,470 Claude Code, Codex, OpenCode 2 1,786 tok
ghostwright/phantom ghostwright.dev An AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secur 1,468 Claude Code 1 9,391 tok
traycerai/traycer traycer.ai Traycer: Nerve Center for Agentic Coding 1,468 Claude Code, Codex, OpenCode 2 809 tok
HexmosTech/git-lrc hexmos.com Free, Micro AI Code Reviews That Run on Git Commit 1,463 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,568 tok
lgazo/drawio-mcp-server Draw.io Model Context Protocol (MCP) Server 1,462 Claude Code, Codex, OpenCode 3 2,228 tok
starc007/ui-components beui.dev Motion components for React. Copy, paste, done. 1,462 Claude Code, Codex, OpenCode 2 6,752 tok
inkline/inkline inkline.io Inkline is the intuitive UI Components library that gives you a developer-friendly foundat 1,462 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 27 1,855 tok
egoist/waku waku.sh ⚡ A native app for all your coding agents. 1,455 Claude Code, Codex, OpenCode 2 1,352 tok
tracewayapp/traceway tracewayapp.com The only tool you need to know what is happening and how to fix it. 1,453 Claude Code, Codex, OpenCode 2 32,446 tok
actionbook/rust-skills Rust Developer AI Assistance System — Meta-Problem-Driven Knowledge Indexing 1,453 Claude Code, Codex, OpenCode 2 1,943 tok
txperl/PixivBiu A Pixiv client. Easy to search, browse, and download artworks. 1,452 Claude Code, Codex, OpenCode 2 2,342 tok
win4r/ClawTeam-OpenClaw youtu.be ClawTeam fork fully adapted for OpenClaw — multi-agent swarm coordination with OpenClaw as 1,451 Claude Code, Codex 3 3,463 tok
modelcontextprotocol/kotlin-sdk modelcontextprotocol.github.io The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in coll 1,450 Claude Code, Codex, OpenCode 4 864 tok
ryanstephen/lil-agents tiny AI companions that live on your macOS dock 1,447 Claude Code 1 482 tok
nucliweb/webperf-snippets webperf-snippets.nucliweb.net ⚡️ 💾 Web Performance Snippets 1,445 Claude Code 8 853 tok
bramses/chatgpt-md A (nearly) seamless integration of ChatGPT into Obsidian. 1,442 Claude Code, Codex, OpenCode 2 2,190 tok
Remocn/remocn remocn.dev Production-ready animations, transitions, backgrounds, and scenes for Remotion 1,437 Claude Code 1 1,773 tok
joewongjc/type4me A macOS voice input method with real-time recognition, LLM text optimization, and fully lo 1,436 Claude Code, Codex, OpenCode 2 4,834 tok
wgzhao/Addax addax.wgzhao.com Actively maintained fork of Alibaba DataX — a fast, versatile ETL tool for RDBMS/NoSQL dat 1,434 Claude Code, Codex, OpenCode 2 1,830 tok
BayramAnnakov/claude-reflect A self-learning system for Claude Code that captures corrections, positive feedback, and p 1,432 Claude Code 1 1,872 tok
miscusi-peek/cheatengine-mcp-bridge Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate reverse eng 1,430 Claude Code, Codex, OpenCode 2 4,513 tok
chunkhound/chunkhound chunkhound.ai Your entire engineering context, deeply understood 1,427 Claude Code, Codex, OpenCode 5 1,066 tok
christophhart/HISE hise.audio The open source framework for sample based instruments 1,426 Claude Code 1 2,030 tok