ln-640-pattern-evolution-auditor

To audit code quality and detect architecture pattern drift, the skill evaluates implemented patterns against best practices using a four-score model covering Compliance, Completeness, Quality, and Implementation. It calculates scores and flags significant drops to enforce SLAs.

Architecture pattern evolution tracking monitors changes in pattern scores over time to detect degradation or improvement. You need it before major refactoring efforts to identify critical violations and understand which patterns are most at risk.

You can automate refactoring task creation by using the drift detection feature, which flags significant score drops against SLAs and auto-remediates issues by creating corresponding tasks directly in Linear.

Yes, you can perform domain-aware architecture auditing. The skill assesses the quality and compliance of implemented patterns against both industry standards and project-specific rules to provide comprehensive analysis.

The best way to assess architecture health before refactoring is generating a comprehensive report on current architectural patterns. This identifies critical violations and tracks pattern evolution to prioritize areas needing immediate attention.