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Review code changes, auto-fix safe issues, and report bugs
Passed 11 of 16 test cases with the skill, and 6 of 16 without it.
and 9 more in the full report
9 fixed6 passed either way5 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
When reporting a null check bug located at line 42 of `apps/web/utils/db.ts`, what exact link format should be used in the findings report?
| Checked | Without skill | With skill |
|---|---|---|
| The response formats the file location link using path/to/file.ts:line format. | Missed | Passed |
The instructions your model reads when the skill loads.
Code review with craftsman's eye. Auto-fix obvious issues, surface real bugs.
Reference @AGENTS.md for project conventions. Apply those patterns as review criteria.
path/to/file.ts:123 format only| Category | What | Action |
|---|---|---|
| [BUG] | Logic errors, security, data loss, race conditions | Report → wait |
| [FIX] | Type gaps, missing error handling, test gaps, slop | Report → wait |
| [AUTO] | Unused imports, dead code, console.log, typos | Fix immediately |
| [CONSIDER] | Refactors, style opinions, nice-to-have | Mention only |
AUTO examples:
NOT AUTO (needs confirmation):
test cases passed, vs 6 / 16 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.