The Skill Evaluation Trap

Senior AI Engineer interview at Google, and the interviewer asks:

“Your team shipped a code-review skill for your coding agent six months ago. Nobody knows if it helps. How do you build a production feedback loop that measures its quality from real PRs and turns that evidence into concrete skill edits?”

Don’t say: “I’d have an LLM judge score the reviews, then ask the model to improve the prompt.”