Replace "does this feel right" with a rubric

Judging AI output by gut feel is inconsistent from one day to the next.

"Good" is vague and shifts depending on your mood, your deadline, and how tired you are when you read it.

Before you review anything important, write down three or four things you're actually checking for. Score against those.