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
superdesk/superdesk superdesk.org Superdesk is an end-to-end news creation, production, curation, distribution, and publishi 759 Claude Code 6 —
sou350121/VLA-Handbook This project provides a comprehensive Chinese, practical learning and interview handbook f 759 Claude Code, Codex, OpenCode 2 9,383 tok
Kentucky-ai/opentakeoff opentakeoff.kentucky-ai.com Open-source (AGPL-3.0) PDF takeoff for construction & flooring — the first engine an AI ag 759 Codex, OpenCode 1 693 tok
Pasta-Devs/Marinara-Engine spicymarinara.github.io AI frontend 758 Claude Code, Codex, OpenCode 3 3,323 tok
Archive228/loopkit 33 battle-tested skills + minimal .claude harness for any coding agent (Claude Code, Curso 757 Claude Code, Codex, OpenCode 10 1,078 tok
ClawRunr/JavaClaw javaclaw.io JavaClaw, a Java version of OpenClaw built on Spring Boot, Spring AI and JobRunr 757 Codex, OpenCode 1 4,297 tok
KiWi233333/JiwuChat blog.jiwuchat.top JiwuChat 🍂 - A lightweight cross-platform instant messaging app with integrated AI assist 757 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 6 9,227 tok
narumiruna/pi-extensions A monorepo of Pi Coding Agent extensions 757 Codex, OpenCode 1 3,053 tok
ZhiYi-R/moon-bridge Moon Bridge is a protocol conversion and model routing proxy written in Go. It exposes the 756 Codex 1 —
4ier/neo Turn any web app into an API. Chrome extension captures browser traffic, auto-generates sc 756 Codex, OpenCode 1 1,121 tok
citypaul/.dotfiles My dotfiles 756 Claude Code 1 —
anthropics/cwc-long-running-agents 756 Claude Code 1 —
dbt-labs/dbt-agent-skills A curated collection of Agent Skills for working with dbt, to help AI agents understand an 755 Claude Code 1 454 tok
HelpCode-ai/anythingmcp anythingmcp.com Enterprise Agent Harness & MCP Gateway: connect APIs, databases, file servers and 600+ con 755 Claude Code, Codex, OpenCode 2 1,631 tok
use-novamira/novamira novamira.ai MCP server that gives AI agents full access to WordPress through PHP execution and filesys 753 Claude Code, Codex, Gemini CLI, OpenCode 6 298 tok
microsoft/TypeAgent Sample code that explores an architecture for using language models to build a personal ag 753 GitHub Copilot 1 29 tok
ZhangHanDong/makepad-skills Build App with Makepad and AI skills 752 Claude Code 1 1,424 tok
Gracker/SmartPerfetto AI-assisted Perfetto analysis with Web UI, CLI, evidence workflows, reports, and portable 752 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 12 2,018 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
chujianyun/skills WuMing's Claude Skills 751 Claude Code, Codex, OpenCode 2 1,298 tok
agno-agi/scout agno.com Open Source Company Brain 751 Claude Code, Codex, OpenCode 2 3,935 tok
LSTM-Kirigaya/openmcp-client kirigaya.cn All in one vscode plugin for mcp developer 750 Claude Code 1 1,442 tok
getclawe/clawe clawe.ai Multi-agent coordination system: think Trello for OpenClaw agents. 750 Claude Code, Codex 3 1,112 tok
stevemolitor/claude-code.el Claude Code Emacs integration 750 Claude Code 1 377 tok
hadriansecurity/OpenHack Lightweight, file-based workspace for source-guided whitebox security review. 749 Codex, OpenCode 1 2,001 tok
joelhooks/swarm-tools swarmtools.ai 🐝 Multi-agent swarm coordination for OpenCode with learning capabilities, agent issue tra 749 Claude Code, Codex, OpenCode 7 11,102 tok
akitaonrails/ai-usagebar Rust-based waybar widget to monitor status of Claude, GPT, GLM, OpenRouter plans/credits - 749 Claude Code 1 6,219 tok
MaximeHeckel/blog.maximeheckel.com blog.maximeheckel.com Codebase of @MaximeHeckel's personal blog 747 Codex, OpenCode 1 1,349 tok
johnthagen/python-blueprint johnthagen.github.io 🗺️ Example Python project using best practices 🐍 https://github.com/johnthagen/python-bl 746 Codex, OpenCode 1 71 tok
agentic-box/memora Give your AI agents persistent, collective memory — with deduplicating absorb, supersessio 746 Claude Code, Codex, OpenCode 2 1,060 tok
neo4j-labs/create-context-graph create-context-graph.dev AI agents with graph based reasoning memory, scaffolded in seconds 745 Claude Code 1 12,544 tok
n2ns/antigravity-panel n2ns.com Quota monitor & cache manager for Google Antigravity IDE: Gemini/Claude/GPT quota and week 745 Claude Code, Codex, OpenCode 3 2,074 tok
FalconChristmas/fpp falconchristmas.com Falcon Player 745 Claude Code, GitHub Copilot 3 4,480 tok
ZeroLeaks/zeroleaks zeroleaks.ai AI Security Scanner - Test your AI systems for prompt injection and extraction vulnerabili 744 Codex, OpenCode 1 2,972 tok
agarwalvishal/claude-chat-exporter agarwalvishal.github.io One-click, privacy-first exporter for Claude.ai chats — clean Markdown with artifacts and 743 Claude Code 2 4,770 tok
robocurve/inspect-robots inspectrobots.org Open source evals for physical AI. Run any LLM/VLA on any arm/humanoid against any real/si 743 Claude Code, Codex, OpenCode 2 2,745 tok
tbxark/mcp-proxy tbxark.github.io An MCP proxy server that aggregates and serves multiple MCP resource servers through a sin 742 Claude Code 1 1,939 tok
zavora-ai/adk-rust adk-rust.com Rust Agent Development Kit (ADK-Rust): Build AI agents in Rust with modular components for 742 Codex, OpenCode 1 10,518 tok
chenxiachan/thoughtdag chenxiachan.github.io Your thinking deserves a map: an infinite canvas where LLM conversations grow into an edit 742 Claude Code, Codex, OpenCode 2 585 tok
CryptoDmitry/Ghost-Agent I am the Ghost-Agent. I was called forth from the void by a single string of natural langu 741 Claude Code 1 6,216 tok
cardmagic/classifier A general classifier module to allow Bayesian and LSI classifications. 741 Claude Code, Codex, OpenCode 3 1,005 tok
1broseidon/ketch ketch.run Fast, stateless CLI for web search and scrape. Built for AI agents. 741 Claude Code, Codex, OpenCode 3 5,464 tok
Abilityai/trinity ability.ai Self-hosted AI Agents Platform for AI Native companies. Claude Code, Codex, Gemini, OpenCo 741 Claude Code, Codex, OpenCode 2 9,046 tok
JayPokale/Chisle chisle.jaypokale.me Cut your AI coding agent's token bill on three axes: terse prose, YAGNI-first code, and to 741 Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 4 2,225 tok
chenran818/CFP-Study 740 Claude Code 1 3,196 tok
hhszzzz/taibu mingai.fun 🔮 High-precision AI fortune-telling tool covering Bazi, Zi Wei Dou Shu, Liu Yao, Plum Blo 740 Claude Code, Codex, OpenCode 2 2,257 tok
iamlukethedev/Hermes3D Hermes3D is an open source 3D engine built on Hermes Agents for creating games, simulation 740 Codex, OpenCode 1 577 tok
mrslimslim/gpt-image-canvas Local professional AI canvas built with tldraw. 739 Codex, OpenCode 1 710 tok
breslee1707/VI-Translate 739 Claude Code, Codex, OpenCode 3 635 tok
lout33/symbiotic-ai symbiotic.makestudio.app A symbiotic AI agent that remembers everything, challenges you, and extends your cognition 738 Codex, OpenCode 1 1,957 tok