Aesthetic Pattern Miner

Extract and catalog recurring visual patterns across reference materials.

Pattern Categories

1. Contrast Patterns

• Value Contrast, Color Contrast, Scale Contrast, Density Contrast

2. Shape Patterns

• Dominant Shapes, Edge Treatment, Repetition, Negative Space

3. Rhythm Patterns

• Visual Tempo, Spacing Rhythm, Size Rhythm, Color Rhythm

4. Texture Patterns

• Surface Quality, Material Feel, Noise/Grain, Detail Density

5. Density Patterns

• Whitespace Ratio, Element Clustering, Information Density

Output Format

Constraints

• Extract patterns, don't create new ones
• Quantify observations (percentages, ratios)
• Always note both use cases AND anti-patterns