How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
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
JZnebel/AutoDemo 11 Claude Code 2 4,571 tok
robconery/chappie 11 Claude Code 9 —
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 3,434 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
Joe-rq/academic-paper-workflow 11 Claude Code 4 2,029 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
miolamio/dev-compact-skills 11 Claude Code 13 1,525 tok
hugoduncan/mcp-tasks An MCP server that provides task-based workflow management for agents 11 Claude Code 18 7,289 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 1 447 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
ruucm/olly-molly 11 Claude Code 1 662 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
P1-103n1x/bab-ilu A self-growing LLM-Wiki with pre-installed discipline-specific lenses. Forked from skyllwt 11 Claude Code 20 2,094 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
ksturgeon-td/tdsql-mcp MCP server for Teradata (Vantage) SQL operations 11 Claude Code 1 1,140 tok
Peaky8linders/claude-cortex 11 Claude Code 21 1,122 tok
jl1600/compact-mind-map 11 Claude Code 1 208 tok
pietz/moa-cli Ask one question to multiple local AI coding CLIs in parallel and collect their answers. 11 Claude Code 1 55 tok
Michaelxwb/code_flow AI development spec 11 Claude Code, Codex, OpenCode 18 1,252 tok
bailylu/travel-hacking-toolkit 11 Claude Code, Codex, OpenCode 2 1,530 tok
mevans2120/design-suite-claude-skills Claude skills for digital product design: user research, concept exploration, and componen 11 Claude Code 3 —
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
MattAtAIEra/Learning_JavaScript_Design_Pattern 11 Claude Code 1 963 tok
pearlengine/GTM.Bench 11 Codex 1 —
nrl-ai/chub chub.nrl.ai Agent-agnostic context, tracking, and cost analytics for AI-assisted development. Curated 11 Claude Code, Cursor 4 2,242 tok
waylaidwanderer/background-process-mcp 11 Codex, Gemini CLI, OpenCode 2 1,513 tok
mufasadb/code-grapher MCP server that provides a service for graph-ify-ing the codebase then retrieving from it 11 Claude Code 1 3,380 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
yttrium400/reducethemtokens Compress any code repo into a compact skeleton to reduce LLM token usage. 90%+ reduction w 11 Claude Code 1 1,140 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
PancrePal-xiaoyibao/mcp-pubmed-server-pancrpal An MCP tool that enables local agents to efficiently crawl PubMed papers via API; original 11 Claude Code 1 884 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
creativec09/stm32 STM32 MCP Documentation Server with semantic search, Claude Code agents, and comprehensive 11 Claude Code 2 3,246 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
anhonestboy/agentflow Declarative language for multi-agent AI workflows. Compose .aflow files → MCP tools in Cla 11 Claude Code 1 —