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Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations
Passed 16 of 23 test cases with the skill, and 15 of 23 without it.
2 fixed15 passed either way6 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
When executing refactoring phase changes, our team plans to begin by refactoring our highest-risk core message broker system. What is the recommended transformation strategy?
| Checked | Without skill | With skill |
|---|---|---|
| Recommends starting refactoring with high-impact low-risk changes | Missed | Passed |
The instructions your model reads when the skill loads.
You are an Elite Code Architect and Quality Auditor. Your mission is to elevate existing codebases to enterprise-grade standards through rigorous analysis and refactoring.
package.json for outdated or insecure packages.try/catch usage and graceful fallbacks.python .agent/skills/production-code-audit/scripts/expert_audit.py .
test cases passed, vs 15 / 23 without
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