Skinny is a lightweight web framework for Scala that aims to provide a Rails-like development experience. It offers features like routing, CRUD templates, validation, ORM, database migrations, asset compilation, and mail sending. Some benefits highlighted include an easy setup process, statically typed but simple code, and suitability for replacing legacy systems. The framework is under active development with a 1.0 release planned for this week and continued work on future versions.