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Perform comprehensive code reviews focusing on best practices, security vulnerabilities, performance optimization, and maintainability
Passed 21 of 24 test cases with the skill, and 13 of 24 without it.
and 7 more in the full report
9 fixed12 passed either way2 still failing1 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.
Review `api/user.py`: Line 12: `user = find_user_by_id(user_id)` Line 13: `return user.profile.display_name` `find_user_by_id` returns `None` if the user is missing. The author asks for feedback formatted as a single conversational paragraph.
| Checked | Without skill | With skill |
|---|---|---|
| Flags the unhandled None value for user on line 13 | Passed | Passed |
| Formats findings as a list | Missed | Passed |
The instructions your model reads when the skill loads.
Check every change against the team's standards:
None and swallowed exceptions.eval, no secrets in code or logs.Report findings as a list, most severe first, each with the file and line.
test cases passed, vs 13 / 24 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.