I missed cutting one back and decided to leave it for a while. It was scraggly, thin, and the blooms were sparse. A wind caught it several times and knocked it down. So I clipped it aggressively and it bounced back. I wouldn't recommend it.
I volunteer in a garden here that has dozens of Rock Rose bushes. They cut them back all the time and they are prolific with blooms.