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Review for correctness first, then design, then style — with the severity said out loud so the author knows what blocks the merge.
Passed 22 of 22 test cases with the skill, and 19 of 22 without it.
3 fixed19 passed either way0 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
Review a Java method that has an off-by-one boundary defect in a loop and an redundant local variable assignment. Provide review notes.
| Checked | Without skill | With skill |
|---|---|---|
| Each review point includes a explicit severity level indicating if it blocks the merge. | Missed | Passed |
The instructions your model reads when the skill loads.
Review for correctness first, then design, then style — with the severity said out loud so the author knows what blocks the merge.
test cases passed, vs 19 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.