I'll implement the Industrial Design CMF and Ergonomic logic. Let me first read the current store to understand the existing structure.

Now I have a complete understanding of the store. Let me implement the CMF and Ergonomic logic by updating the store with the new interface properties, proportion engine, material compatibility matrix, and Director.AI critique system.

Now I need to update the wardrobe-tab to include CMF fields when adding items, and update the studio-tab to display the Director.AI critique. Let me first read the current files:

Now I have a complete picture of both components. Let me update the studio-tab to include the Director.AI critique display and update the wardrobe-tab to include CMF fields. First, I'll update the studio-tab:

Now I need to read the rest of the wardrobe-tab to understand the full confirm phase, then update it with CMF fields:

Now I have the complete wardrobe-tab. I need to update it to include the CMF fields (materialWeight, finish, visualVolume) in both the scan flow and manual add modal. Let me write the updated wardrobe-tab:

I've implemented the complete Industrial Design CMF (Color, Material, Finish) and Ergonomic logic upgrade for V-STYL. Here's a summary of the changes:

1. Interface Enhancement (vstyl-store.ts):

• Added materialWeight (1-10 scale for fabric density)
• Added finish enum: 'Matte', 'Satin', 'Gloss', 'Metallic', 'Textured'
• Added visualVolume enum: 'Slim', 'Regular', 'Oversized'

2. Proportion Engine:

• calculateSilhouetteBalance() analyzes visual volumes and returns tags like "High Contrast Silhouette" (Oversized + Slim), "Architectural Volume" (multiple Oversized), "Streamlined Flow" (all Slim), "Balanced Proportion", or "Relaxed Ease"

3. Material Compatibility Matrix:

• analyzeMaterialCompatibility() detects texture harmony: "Controlled Texture Contrast" (Gloss + Matte), "Luxe Material Play" (Satin + Metallic), "Industrial Edge" (Textured + heavy weight)
• Flags "Material Conflict" when heavy fabrics (weight 8-10) are paired with ultra-light materials (1-2) unless the user has #AVANTGARDE lifestyle tag

4. Director.AI Critique:

• New currentCritique state with professional bullet points from the "Chief Designer"
• Three categories: Proportion, Material, Color with positive/neutral/warning sentiments
• Displayed in the Studio tab with styled critique cards

5. State Persistence:

• All CMF properties are included in the Zustand store and persisted to localStorage via the existing persist middleware

I'll implement the Environmental Context, Weather-Responsive Styling, and Lifestyle Gap Analysis. Let me first read the current store and relevant components.