This looks very interesting but I can't figure out how it is intended to be used. Is it meant to be a one-time converter of crappy code to good code or a tool

This looks very interesting but I can't figure out how it is intended to be used. Is it meant to be a one-time converter of crappy code to good code or a tool to be used often. Or maybe it is just research.