Update prompt_loader.py

Add prompt configuration loader function

Updated for quality gate pass

Fix float return type in calculate_clutter_score

Cast response text to string for type safety

refactor: remove dead code and populate configuration/logging modules

Update main.py

Clean up comments in analyze.py

Refactor import statements and update footer text

Update main.py

Update analyze.py

Update layout.py

Update image_processing.py

Update vision_client.py

Update saliency.py

Initialize application with fast_app and route

Add ContrastEngine class for RMS contrast analysis

Add EntropyEngine for visual clutter analysis

Add image processing utilities for loading and resizing

chore: initialize SOTA repository structure