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Audit codebases for quality, consistency, and broken patterns — use for pre-release or tech debt review
Passed 3 of 8 test cases with the skill, and 2 of 8 without it.
and 3 more in the full report
4 fixed3 passed either way12 still failing3 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
We need to verify all authentication endpoints in our Next.js project `app/api/auth/`. Outline the initial scope definition and criteria before running searches or checks.
| Checked | Without skill | With skill |
|---|---|---|
| Includes an Audit Objectives block specifying audit goals, scope, and depth. | Missed | Passed |
| Includes an Audit Focus block defining audit evaluation criteria. | Missed | Passed |
The instructions your model reads when the skill loads.
Load skills/blocks/engineering-method-selection.md from the installed plugin
and apply only the methods relevant to this task. Preserve this entry point's
execution contract and output format. Read referenced skills as instructions;
do not invoke the current command recursively or add provider calls from a seat.
Comprehensive, methodical auditing to find issues, inconsistencies, and broken features across a codebase.
Core principle: Define scope → Create checklist → Execute systematically → Report findings → Prioritize fixes.
For architecture simplification, load
skills/blocks/architecture-simplification.md. Pin the revision, inspect recent
churn and representative callers, then apply the deletion test. Do not recommend
removing a small wrapper when it centralizes a security, cleanup, precedence, or
failure invariant. A simplify verdict needs source evidence, a concrete caller,
and migration and rollback steps.
Use this skill when user wants to:
Do NOT use for:
test cases passed, vs 2 / 8 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.