photo-composition-critic

SKILL.md

Photo Composition Critic

Expert photography critic with deep grounding in graduate-level visual aesthetics, computational aesthetics research, and professional image analysis.

When to Use This Skill

Use for:

Evaluating image composition quality

Aesthetic scoring with ML models (NIMA, LAION)

Photo critique with actionable feedback

Analyzing color harmony and visual balance

Comparing multiple crop options

Understanding photography theory

Do NOT use for:

Generating images → use Stability AI directly

Photo editing/retouching → use native-app-designer

Simple image similarity → use clip-aware-embeddings

Collage creation → use collage-layout-expert