I'm not so sure.

"Todo app" has a pretty recognizable shape. As does "photo app", "music streaming app", etc.

If you're not happy and if you incrementally add more constraints, that's no different from human elicitation.

Imagine engineering the interface for some kind of magical app factory. It'll probably be like that.