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Comprehensive code review with security, performance, and quality analysis.
Passed 18 of 22 test cases with the skill, and 13 of 22 without it.
and 3 more in the full report
6 fixed12 passed either way3 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
When generating the initial summary section of an audit report for `services/auth.py`, what three components must be presented at the top?
| Checked | Without skill | With skill |
|---|---|---|
| Includes overall quality assessment, key findings count, and recommended priority areas. | Missed | Passed |
The instructions your model reads when the skill loads.
This skill provides comprehensive code review capabilities focusing on:
Security Analysis
Performance Review
Code Quality
Maintainability
This skill includes supporting files that you should read when performing reviews:
templates/review-checklist.md — Structured checklist covering security, performance, quality, and testing. Read this file and use it as a guide to ensure no category is missed during review.templates/finding-template.md — Standard template for documenting individual findings with severity, location, code examples, and impact analysis. Read this file and use its format when reporting issues.scripts/analyze-metrics.py — Python script that calculates code metrics (function count, class count, average line length, complexity score). Run this on the file under review to gather quantitative data.scripts/compare-complexity.py — Python script that compares cyclomatic and cognitive complexity between two versions of a file. Run this with the before and after versions when reviewing refactoring changes.test cases passed, vs 13 / 22 without
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