pattern-recognition-specialist

You can check codebase consistency by analyzing your project for design patterns, naming conventions, and code duplication. The Skill evaluates variables, functions, classes, and files to ensure newly developed code adheres to established architectural patterns and coding standards.

The best way to find code duplication is using the jscpd tool integrated into this Skill. It scans your codebase to detect duplicated code blocks, allowing you to identify refactoring opportunities and improve overall code quality metrics before merging changes.

Yes, you can use ast-grep to verify architectural boundaries by analyzing layer violations and separation of concerns. The Skill leverages structural code searching to assess how well your codebase adheres to established design patterns and architectural standards.

Analyzing naming convention violations involves evaluating consistency across variables, functions, classes, and files using Grep and ast-grep. The Skill identifies deviations from established patterns to help you standardize codebase naming conventions automatically.

Automated design pattern detection identifies structural implementations of patterns like Factory or Singleton, but may struggle with unconventional or highly coupled legacy code. It reports on implementation quality and architectural adherence, yet complex custom patterns might require manual review.