Review Gate is a rule prompt and interface system for Cursor IDE that transforms how users interact with AI coding assistants. It creates a loop where the AI waits for follow-up commands through text, voice input powered by Whisper STT, or image uploads, allowing deep iterative work within a single request instead of burning through separate requests for each change. The system includes a popup interface and leverages the Model Context Protocol for tool integration.