AI Factory is a developer tool that automates the setup of AI coding assistants by configuring context, prompts, skills, and multi-agent workflows. It supports dozens of AI agents including Claude Code, Cursor, Copilot, and Gemini CLI, integrates with the skills.sh ecosystem, and can attach MCP servers. The tool promotes spec-driven development where AI agents follow defined plans rather than exploring arbitrarily, and provides best practices for logging, commits, and code review out of the box.