Pattern Recognition

When to Use

• Before writing new code to ensure consistency with existing patterns
• During code review to verify alignment with established conventions
• When onboarding to understand project-specific practices
• Before refactoring to preserve intentional design decisions

Core Methodology

Pattern Discovery Process

1. Survey representative files: Read 3-5 files of the type you will create or modify
2. Identify recurring structures: Note repeated patterns in naming, organization, imports
3. Verify intentionality: Check if patterns are documented or consistently applied
4. Apply discovered patterns: Use the same conventions in new code

Priority Order for Pattern Sources