This sounds a lot like how Kiro works. Your requirements and design are in a .kiro directory inside the project, allowing you to commit them. The process is structured within Kiro to walk you through generating docs for each phase before beginning to write code. Ultimately, it generates a list of tasks, and you can run them one at a time and review/update between each.