The art is certainly in the planning, which I think many programmers might struggle with. Think how many say things like "I don't write docblocks", "my code explains it all." They'll be the ones that might struggle with it the most.
I do agree with you on letting the AI write its own prompt. It's the better way to handle context, that way we learn how it wants to be prompted.