How real projects configure their agents

23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
ylxmf2005/Longrein 11 Codex, OpenCode 1 1,004 tok
EvilFreelancer/gpu-server-setup Agent skill that prepares a Linux server with NVIDIA GPUs for LLM workloads - driver and C 11 Codex, OpenCode 1 1,393 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
srpadrono/Pathfinder AI-agent skill that maps user journeys, visualizes test coverage with Mermaid diagrams, an 11 Codex, OpenCode 1 811 tok
mongodb-js/mongodb-connection-string-url MongoDB connection strings, based on the WhatWG URL API 11 Claude Code, Codex, OpenCode 2 674 tok
elastic/ai-github-actions elastic.github.io 11 Claude Code, Codex, OpenCode 2 232 tok
agentik-os/OmegaOS Agentic Terminal Operating System — rmux + multi-agent orchestration for any VPS 11 Claude Code, Codex, OpenCode 10 1,491 tok
jupyter-ai-contrib/jupyter-ai-acp-client The ACP client implementation in Jupyter AI 11 Claude Code, Codex, Gemini CLI, OpenCode 3 6,051 tok
lebronlambert/Agora Codebase for ICML2026 Agora Paper 11 Codex, OpenCode 1 786 tok
mloda-ai/open-kgo mloda.ai Open Knowledge Graphs and Ontologies 11 Claude Code, Codex, OpenCode 2 2,699 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
hvardhan878/kevin Why waste time say lot word when few word do trick? Kevin save money, time and token! 11 Codex, OpenCode 1 658 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
chirino/memory-service chirino.github.io A persistent memory service for AI agents that stores and manages conversation history, en 11 Claude Code, Codex, OpenCode 11 5,140 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 9,338 tok
transparent-pegasus/herdrpowers brings agentic superpowers to the pane-driven. 11 Claude Code, Codex, OpenCode 2 1,616 tok
a-attia/scicomp-research-skills Agent skills + workflow templates for scientific-computing research (papers and software). 11 Codex, OpenCode 1 7,960 tok
Michaelxwb/code_flow AI development spec 11 Claude Code, Codex, OpenCode 34 1,362 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 1,280 tok
ZethRise/CodeLookup-Skill The skill that makes the agent take a look at every side of the project! 11 Claude Code, Codex 1
hevangel/dvcon_ai_library DVCON AI library 11 Claude Code, Codex, OpenCode 3 10,527 tok
pearlengine/GTM.Bench 11 Codex 1
bkrabach/ai-code-project-template Project template for coding with AI assistants 11 Claude Code, Codex, Gemini CLI, OpenCode 7 4,137 tok
waylaidwanderer/background-process-mcp 11 Codex, Gemini CLI, OpenCode 2 1,513 tok
wukongai/skill-engineering skill-engineering 11 Codex, OpenCode 1 422 tok
0xBeycan/genesis From Idea to First Commit 11 Claude Code, Codex, OpenCode 4 637 tok
amitpatole/claude-genkit-plugin Firebase Genkit Plugin for Claude Code 11 Codex, OpenCode 1 2,940 tok
kousen/junie-training Course materials for JetBrains Junie training 11 Claude Code, Codex, OpenCode 2 2,365 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 3,793 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
dkyazzentwatwa/inkling-bot linktr.ee inkling -- the ai agent inside a raspberry pi. feed it chats & tasks. 11 Claude Code, Codex, Gemini CLI, OpenCode 3 10,046 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
qiaolei81/copilot-session-viewer 🔍 Web UI for GitHub Copilot session logs - visualize events, analyze timelines, get AI in 11 Codex, OpenCode 1 1,474 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
motosan-dev/acp-cli Headless CLI client for the Agent Client Protocol (ACP) — Rust port of ACPX 11 Claude Code, Codex, OpenCode 2 2,207 tok
Vanclief/agent-composer Vendor agnostic framework for building LLM agents 11 Codex, OpenCode 1 273 tok
badapplesdotdev/gtm-grid gtm-grid-web.vercel.app GTM Grid — local-first programmable GTM spreadsheet. Columns are functions. Source-availab 11 Claude Code, Codex, OpenCode 2 4,897 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 6,086 tok
tallclub/matimo matimo.dev Maximum AI Tools in Modular Object 11 Claude Code, Codex, OpenCode 2 2,462 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