The Redwood Official JS Starter repository serves as a baseline template for building applications with RedwoodJS, a full-stack JavaScript framework. It provides a structured setup with integrated features for routing, data handling, and authentication, allowing developers to quickly bootstrap their projects. The repository includes essential configurations and sample components to facilitate development.