How real projects configure their agents

43,549 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 docs2,297Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,117 Codex23,281 OpenCode22,054 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
ChatbotXIO/ChatbotX chatbotx.io Open-source ManyChat alternative, built for AI. Omnichannel marketing across WhatsApp, Tik 759 Claude Code, Codex, GitHub Copilot, OpenCode 29 9,838 tok
taekchef/claude-code-zh-cn taekchef.github.io Claude Code CLI Simplified Chinese localization / Chinese translation plugin; supports mac 758 Claude Code, Codex, OpenCode 2 1,710 tok
ryoppippi/sitemcp npmjs.com Fetch an entire site and use it as an MCP Server 758 Claude Code 1 535 tok
sudara/pamplejuce melatonin.dev A JUCE audio plugin template. JUCE 8, Catch2, Pluginval, macOS notarization, Azure Trusted 757 Claude Code, Codex, OpenCode 2 2,454 tok
divar-ir/ai-doc-gen AI-powered multi-agent system that automatically analyzes codebases and generates comprehe 757 Claude Code, Codex, OpenCode 2 1,562 tok
Archive228/loopkit 33 battle-tested skills + minimal .claude harness for any coding agent (Claude Code, Curso 755 Claude Code, Codex, OpenCode 10 1,078 tok
MigoXLab/dingo dingo.openxlab.org.cn Dingo: A Comprehensive AI Data, Model and Application Quality Evaluation Tool 755 Claude Code, Codex, OpenCode 2 3,364 tok
LSTM-Kirigaya/openmcp-client kirigaya.cn All in one vscode plugin for mcp developer 753 Claude Code 1 1,442 tok
grapeot/context-infrastructure A context and memory system for AI coding agents. Persistent memory, personal rules, skill 753 Codex, OpenCode 1 1,190 tok
4ier/neo Turn any web app into an API. Chrome extension captures browser traffic, auto-generates sc 751 Codex, OpenCode 1 1,121 tok
getclawe/clawe clawe.ai Multi-agent coordination system: think Trello for OpenClaw agents. 751 Claude Code, Codex 3 1,112 tok
Warma10032/VideoAdGuard videoadguard.xiaobaozi.cn A Bilibili browser extension that uses large language models to detect embedded advertisem 751 Claude Code 1 1,513 tok
superdesk/superdesk superdesk.org Superdesk is an end-to-end news creation, production, curation, distribution, and publishi 751 Claude Code 6
Ark0N/Codeman getcodeman.com Self-hosted mission control for AI coding agents: run Claude Code, OpenCode, Pi, Codex, an 751 Codex, OpenCode 1 228 tok
liquidos-ai/AutoAgents liquidos-ai.github.io A multi-agent framework written in Rust that enables you to build, deploy, and coordinate 750 Claude Code, Codex, OpenCode 2 885 tok
layoutit/polycss polycss.com A CSS 3D engine for the DOM. Renders polygon meshes in HTML by leveraging matrix3d transfo 749 Claude Code, Codex, OpenCode 4 18,677 tok
controlplaneio-fluxcd/flux-operator fluxoperator.dev GitOps on Autopilot Mode 749 Codex, OpenCode 1 770 tok
ClawRunr/JavaClaw javaclaw.io JavaClaw, a Java version of OpenClaw built on Spring Boot, Spring AI and JobRunr 749 Codex, OpenCode 1 3,258 tok
sgasser/pasteguard pasteguard.com AI gets the context. Not your private data. Local-first privacy proxy for browser chat, AI 748 Claude Code, Codex, OpenCode 2 461 tok
gotempsh/temps temps.sh AI-native open-source alternative to Vercel + Sentry + PostHog + Pingdom + Resend + E2B. 4 748 Claude Code, Codex, OpenCode 2 15,681 tok
CryptoDmitry/Ghost-Agent I am the Ghost-Agent. I was called forth from the void by a single string of natural langu 747 Claude Code 1 6,216 tok
ZhangHanDong/makepad-skills Build App with Makepad and AI skills 747 Claude Code 1 1,424 tok
realkimbarrett/advertising-skills advertisingskills.io Advertising Skills for Open Claw, Claude Code & AI agents. Direct response, paid ads, funn 747 Codex, OpenCode 1 132 tok
KiWi233333/JiwuChat blog.jiwuchat.top JiwuChat 🍂 - A lightweight cross-platform instant messaging app with integrated AI assist 746 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 6 9,227 tok
huggingface/upskill Generate and evaluate agent skills for code agents like Claude Code, Open Code, OpenAI Cod 745 Codex, OpenCode 1 443 tok
alchaincyf/huasheng_editor editor.huasheng.ai Peanut WeChat Official Account formatter 745 Claude Code, Codex, Gemini CLI, OpenCode 3 13,992 tok
jwangkun/claude-for-financial-services-cn 63 Claude Skills created for A-share financial professionals. Deeply adapted for the domes 745 Claude Code 1 1,140 tok
ethanplusai/jarvis JARVIS — a voice assistant for Claude Code. Talk to your Mac and he brainstorms a project 744 Claude Code 1 3,216 tok
Marve10s/Better-Fullstack better-fullstack.dev Scaffold production-ready full-stack apps in TypeScript, Rust, Python, Go, and Java with a 743 Claude Code, Codex, OpenCode 2 3,140 tok
dark-hxx/CLI-Manager cli-manager.github.io A multi-project AI CLI workspace for local terminals, SSH hosts, and mobile-assisted workf 743 Claude Code, Codex, OpenCode 2 6,103 tok
borghei/Claude-Skills borghei.github.io 368 AI skills, 76 expert agents, and 859 stdlib Python tools for every team: engineering, 743 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 8 9,493 tok
kitfunso/hippo-memory hippo-memory.com Biologically-inspired memory for AI agents. Decay, retrieval strengthening, consolidation. 742 Claude Code, Codex, OpenCode 2 417 tok
dragon1086/prism-insight prism-insight-landing.vercel.app AI-based stock analysis and trading system 742 Claude Code, Codex, OpenCode 2 5,617 tok
stevemolitor/claude-code.el Claude Code Emacs integration 742 Claude Code 1 377 tok
cardmagic/classifier A general classifier module to allow Bayesian and LSI classifications. 741 Claude Code, Codex, OpenCode 3 1,005 tok
modiqo/skillspec skillspec.sh SkillSpec makes agent skills followable, testable, and provable with Doctor risk reports, 741 Claude Code 6
homeassistant-ai/skills Home Assistant skills for agents 741 Claude Code, Codex, OpenCode 3 1,948 tok
Prithvi-Web/TreeMap-Disk-Visualizer tree-map-landing-page.vercel.app TreeMap is a fully downloadable app that can run on mac, windows, and linux. That visualiz 741 Codex, OpenCode 1 6,731 tok
hadriansecurity/OpenHack Lightweight, file-based workspace for source-guided whitebox security review. 740 Codex, OpenCode 1 2,001 tok
vuetifyjs/0 0.vuetifyjs.com 0️⃣ Composable UI engine for Vue. Build complex interfaces with reusable state, logic, and 740 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,144 tok
johnthagen/python-blueprint johnthagen.github.io 🗺️ Example Python project using best practices 🐍 https://github.com/johnthagen/python-bl 739 Codex, OpenCode 1 71 tok
video-production-buddy/video-production-buddy video-production-buddy.github.io Video Production Buddy - AI Video Production Studio 739 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 70 1,155 tok
awdr74100/figwright Free, two-way Figma MCP server. Turn designs into framework-aware code, and push code back 739 Claude Code, Codex, OpenCode 6 5,934 tok
microsoft/TypeAgent Sample code that explores an architecture for using language models to build a personal ag 739 GitHub Copilot 1 29 tok
disler/just-prompt just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenA 738 Claude Code 7
chenran818/CFP-Study 738 Claude Code 1 3,196 tok
3b1b/3Blue1Brown.com 3blue1brown.com 738 Claude Code, Codex, OpenCode 4 1,250 tok
symgraph/GhidrAssistMCP An native MCP server extension for Ghidra 738 Claude Code 1 1,019 tok
lout33/symbiotic-ai symbiotic.makestudio.app A symbiotic AI agent that remembers everything, challenges you, and extends your cognition 737 Codex, OpenCode 1 1,957 tok
MaximeHeckel/blog.maximeheckel.com blog.maximeheckel.com Codebase of @MaximeHeckel's personal blog 737 Codex, OpenCode 1 1,195 tok