The default failure mode for late-start engineers receiving review feedback is one of two things: nodding along to every suggestion to seem cooperative (“performative agreement”), or rejecting suggestions defensively because they feel like a critique of your judgment. Both are wrong. Both ship worse code. This skill structures the correct response: verify, then act.

What it does

A workflow for handling each piece of review feedback: assess whether the reviewer’s claim is correct, decide whether to apply the suggestion, push back if you have evidence the suggestion is wrong, and document your reasoning either way. The skill makes you do the verification work the senior reviewer expects you’ve already done.

Who it’s for

PhDs and MS-track scientists who reflexively defer to perceived authority (because peer review trained you that way) — and need a frame to push back when the reviewer is actually wrong
Career-switchers still calibrating to engineering culture, where you’re expected to defend technical positions, not just take notes
Anyone whose first reaction to “you should change this” is to change it without checking whether you should

What to watch for

Pushing back has a budget. If you fight every comment, you burn social capital. Pick the suggestions you have real evidence against and let the others go
“Verify” can mean run the code, not just think harder. If a reviewer says “this will fail when X,” prove or disprove it with a test, not an argument
Document the why for declined suggestions. “I considered this and decided not to because…” is a different artifact than silence. Future you, or a future reviewer, will thank you

Verdict

The skill that prevents review feedback from becoming a reputation tax on your judgment. Late-starters: install before your first review at a new job. Pair with requesting-code-review for the full loop.