How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
teimurjan/lethe pypi.org A memory store for LLM agents. Hybrid BM25 + dense retrieval, cross-encoder reranking, clu 11 Codex, OpenCode 1 2,330 tok
aws-samples/sample-lark-mcp-on-agentcore A hosted remote-MCP service that lets AI agents operate Feishu/Lark, reusing lark-cli's 20 11 Claude Code, Codex, OpenCode 2 1,858 tok
huangpufan/SSOT-SKILL Lifecycle skills for durable, verifiable, cross-agent repository memory. 11 Codex, OpenCode 1 1,672 tok
upstash/agents-worldcup AI agents competing to predict 2026 World Cup game outcomes 11 Claude Code, Codex, OpenCode 2 690 tok
lahkiri/xeo-forge Self-hosted control plane for governed AI agents: approval-first execution, persistent con 11 Codex, OpenCode 1 6,360 tok
iyuenan3/worklog-kit Turn-key personal project-brain vault for Claude Code: say one sentence before bed, and yo 11 Claude Code, Codex, OpenCode 15 1,111 tok
aeroxy/gsearch-cli Standalone Google Search CLI powered by Gemini API, sharing auth with Gemini CLI. 11 Claude Code, Codex, Gemini CLI, OpenCode 3 328 tok
one-aisama/ai-dev-framework A spec-first, quality-gated development framework for AI-assisted software production with 11 Claude Code, Codex 9 511 tok
keugenek/shark 🦈 The Shark Skill - non-blocking AI agent execution for Claude Code and OpenClaw. A shark 11 Codex, GitHub Copilot, OpenCode 2 176 tok
artusjs/artusx artusjs.org Ecosystem based on Artus.js . 11 Claude Code, Codex 2 1,606 tok
JiangJingC/claude-to-im-plus Claude-to-IM Plus: bridge Claude Code and Codex sessions to IM platforms 11 Claude Code, Codex, OpenCode 2 511 tok
huangdijia/oh-my-claude-code-plugins Claude Plugin Marketplace 11 Claude Code, Codex, OpenCode 2 2,015 tok
jcwleo/oh-no-harness 11 Claude Code, Codex, OpenCode 2 3,700 tok
zhiwendesign/kkskills A collection of poster Skills for agent environments that support Skills. It converts arti 11 Claude Code, Codex, OpenCode 2 722 tok
moodler/liz-tracker A self-hosted tracker for managing your life 11 Claude Code, Codex 39 22,904 tok
Dr-SoloDev/clawforge AI Agent Video Production Toolkit — Script → Record → Narrate → Render → MP4 11 Codex, OpenCode 1 869 tok
mindstone/rebel-app Rebel: open-source agentic AI desktop app. Public mirror — source of truth is internal; pu 11 Claude Code, Codex, OpenCode 18 3,733 tok
Alplox/mis-recursos-webdev mis-recursos-webdev.pages.dev Lista de todo sitio (útil) que he ido encontrando durante mi proceso de auto aprendizaje p 11 Codex, OpenCode 1 2,790 tok
nevaaron/x-smart-read Give your AI agent smart, budget-optimised read access to X/Twitter. Official API, no scra 11 Codex, OpenCode 1 2,001 tok
dherman/thinkwell A TypeScript library for easy scripting of AI agents. Thinkwell provides a fluent API for 11 Claude Code, Codex, OpenCode 2 905 tok
ylxmf2005/Longrein 11 Codex, OpenCode 1 2,004 tok
drn/argus Every agent at a glance 11 Claude Code, Codex, OpenCode 6 4,624 tok
internet-development/ts-general-agent lil.internet.dev General agent with adapters that uses Vercel's AI Gateway aiming to be under $50 a day and 11 Codex, OpenCode 1 8,010 tok
niracler/skill Agent skills collection | My Agent skill set 11 Codex, OpenCode 1 652 tok
mongodb-js/mongodb-connection-string-url MongoDB connection strings, based on the WhatWG URL API 11 Claude Code, Codex, OpenCode 2 674 tok
agentik-os/OmegaOS Agentic Terminal Operating System — rmux + multi-agent orchestration for any VPS 11 Claude Code, Codex, OpenCode 10 1,491 tok
ben196888/mac-set-up Setup my new mac 11 Claude Code, Codex, OpenCode 2 1,326 tok
Crosery/acp-bus Multi-AI-Agent collaboration bus — let AI work as a team | Multi-Agent Collaboration Bus 11 Claude Code, Codex, OpenCode 2 3,281 tok
tstambulsky/auto-vlog-editor AI agent that turns daily phone clips into a narrated, captioned vertical video — reviewed 11 Codex, OpenCode 1 1,686 tok
Rithvik1709/MLE-hiring 11 Claude Code, Codex, OpenCode 2 2,732 tok
ferrants/bearclaw BearClaw - AI agent framework with defense-in-depth security, multi-agent orchestration, a 11 Claude Code, Codex, OpenCode 2 180 tok
klh/speedy-claude Make Claude Code 10-1400x faster at file operations. Modern CLI tools + CLAUDE.md rules th 11 Claude Code, Codex, OpenCode 2 9,769 tok
Michaelxwb/code_flow AI development spec 11 Claude Code, Codex, OpenCode 34 1,536 tok
bailylu/travel-hacking-toolkit 11 Claude Code, Codex, OpenCode 2 1,530 tok
luqs1/learning-agent A learning agent that teaches through questions, problems, and active recall. Supports ope 11 Claude Code, Codex, OpenCode 2 5,468 tok
hevangel/dvcon_ai_library DVCON AI library 11 Claude Code, Codex, OpenCode 3 10,527 tok
pearlengine/GTM.Bench 11 Codex 1 —
waylaidwanderer/background-process-mcp 11 Codex, Gemini CLI, OpenCode 2 1,513 tok
datocms/astro-website 11 Codex, OpenCode 1 1,425 tok
craigsdennis/dynamic-worker-based-reports An AI Report generator that makes use of Cloudflare Dynamic Workers 11 Claude Code, Codex, OpenCode 10 2,110 tok
MarsTechHAN/Muxloom A terminal-native control plane for persistent Codex, Claude Code, and shell sessions acro 11 Codex, OpenCode 1 4,196 tok
aasimsani/gwt-zsh Stupidly simple git worktree management - Smart branch naming, interactive pruning, and au 11 Claude Code, Codex, OpenCode 2 2,410 tok
gyc567/nuclaw A Rust implementation of OpenClaw - a personal AI assistant that runs securely in isolated 11 Claude Code, Codex, OpenCode 2 2,633 tok
knyazev741/telegram-multi-thread-router Run multiple Claude Code sessions through Telegram forum topics. Each topic = isolated Cla 11 Claude Code, Codex, OpenCode 2 1,150 tok
jleechanorg/mcp_mail Fork of mcp_agent_mail - A mail-like coordination layer for coding agents 11 Claude Code, Codex, Gemini CLI, OpenCode 5 9,752 tok
ruihanglix/clawcenter clawcenter.ruihangli.com An AI coding assistant for using multiple working directories simultaneously in WeChat — C 11 Codex, OpenCode 1 1,871 tok
ClickHouse/houseofagents 11 Claude Code, Codex, OpenCode 3 8 tok
wahl-chat/wahl-chat-app wahl.chat Source code of the wahl.chat platform. Our mission: Make politics more accessible. 11 Codex, OpenCode 1 11,510 tok
leixusam/foundry foundry.tryrobin.ai Foundry orchestrates parallel background Claude Code agents, using Linear as a todo list s 11 Claude Code, Codex, OpenCode 2 784 tok
flexcompute/tidy3d-docs docs.simulation.cloud Documentation for Tidy3D 11 Codex, OpenCode 1 1,177 tok