> Does JJ really prefer for me to think backwards?

Perhaps it’s the other way around. I have a standard agentic instruction to summarize prompt instructions using jj describe. After it makes changes I can see both the file changes made and a log description of what prompted those changes. When done it’s just jj new and its ready for the next set of prompts.