How real projects configure their agents

22,145 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
aporb/agentic-os A minimal, opinionated template for turning any AI agent CLI into a persistent operating s 11 Claude Code, Codex, Cursor, OpenCode 3 2,326 tok
cookys/autopilot Development workflow skills for Claude Code — dev-flow, survey, think-tank, CEO mode, retr 11 Claude Code, Codex, OpenCode 3 7,878 tok
upstash/agents-worldcup AI agents competing to predict 2026 World Cup game outcomes 11 Claude Code, Codex, OpenCode 2 690 tok
ModyQyW/ai My ai usage. 11 Codex, OpenCode 1 4,981 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
mittwald/typo3-smart-extension-builder Build TYPO3 extensions with Agentic AI 11 Claude Code, Codex, OpenCode 2 689 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
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
yogin16/better-cli SKILL.md for AI Agents to vibe best practices of CLIs that are good for humans and AI 11 Codex, GitHub Copilot, OpenCode 2 506 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
Dr-SoloDev/clawforge AI Agent Video Production Toolkit — Script → Record → Narrate → Render → MP4 11 Codex, OpenCode 1 869 tok
tyunta/prefab-sentinel MCP server for VRChat avatar and world projects: parses asset YAML directly (including Udo 11 Codex, OpenCode 1 4,991 tok
ag2ai/ag2-assistant 11 Claude Code, Codex, OpenCode 12 3,252 tok
mindstone/rebel-app Rebel: open-source agentic AI desktop app. Public mirror — source of truth is internal; pu 11 Claude Code, Codex, OpenCode 6 3,717 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
marcoemrich/agentic_coding_lab A research lab for agentic coding - use it to verify of falsify, running various agentic s 11 Claude Code, OpenCode 10 4,212 tok
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
hevangel/dvcon_ai_library DVCON AI library 11 Claude Code, Codex, OpenCode 3 10,527 tok
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