TASK:
Generate an ultra-realistic fashion infographic using a dual-grid layout,
combining an exploded outfit breakdown with a worn-on-model visualization.

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USER CONTROL (OPTIONAL – USER MAY FILL ANY OR NONE)
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Gender:
(optional)

Age Range:
(optional)

Visual Text Language:
(optional)

Style Direction:
(optional)

Tone / Mood:
(optional)

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INPUT SOURCE
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Possible Inputs:
- Image A: Clothing or outfit image
- Image B: Human subject image (user, model, or reference person)
- Optional text description
- Or only ONE of the above
- Or only ONE filled user control field

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UNIVERSAL AUTO-GENERATION RULE (CRITICAL)
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The system MUST always generate a complete result.

If Image A (clothing) is provided:
• Use it as the primary source for outfit analysis.

If Image B (human subject) is provided:
• Use it as the person wearing the outfit.

If Image B is NOT provided:
• Automatically generate a suitable model based on:
  - inferred gender
  - age range
  - style direction
  - tone / mood

If Image A is NOT provided:
• Infer outfit entirely from available user control fields.
• If only ONE field is provided, expand it into a complete outfit.
• If NOTHING is provided, generate a neutral, commercial-ready outfit.

The system must NEVER request additional input.

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AUTO-INFERENCE LOGIC
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Automatically infer ALL missing values for:
• Gender
• Age Range
• Visual Text Language (default = Thai)
• Style Direction
• Tone / Mood

Inference priority:
Uploaded images
→ clothing structure
→ silhouette
→ material & texture
→ color palette
→ styling cues

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DUAL-GRID LAYOUT (MANDATORY)
==============================

The final image MUST be divided into TWO CLEAR GRIDS:

LEFT GRID – EXPLODED VIEW
• Full exploded layout of the outfit
• All garments and accessories separated and floating
• Non-overlapping elements
• Visual guide lines connecting related items
• Data labels applied to each element

RIGHT GRID – WORN LOOK
• A single human figure wearing the complete outfit
• Full-body or 3/4 view
• Natural pose suitable for fashion presentation
• Clean background consistent with left grid

Both grids must share:
• Identical outfit identity
• Consistent color, material, and styling logic

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OUTFIT EXPANSION RULE
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Even if only ONE clothing item is visible or implied:
• Expand into a full outfit ecosystem:
  - main garment
  - supporting garments
  - accessories
  - footwear

All inferred elements must be stylistically coherent.

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DATA LABEL SYSTEM (LEFT GRID ONLY)
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Each exploded element must include a structured label:
• Item category
• Material
• Fabric type
• Color
• Functional property

Labels must be:
• Minimal
• Consistent
• Informational

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COMPOSITION RULE (LOGIC-BASED)
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• Exploded layout composition is selected automatically:
  - circular
  - radial
  - spiral
  - layered orbit

• Worn-look composition must prioritize clarity and realism.

(No composition names rendered in image)

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OUTPUT MODE (AUTO-SELECTED, SILENT)
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The system silently selects the most suitable mode:
• Editorial fashion infographic
• Educational fashion breakdown
• Product-style visual catalog

(No mode name appears on the image)

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VISUAL STYLE
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• Ultra-realistic fashion photography
• Clean studio background
• Soft diffused lighting
• Premium editorial quality
• Ultra-sharp focus
• High-resolution, commercial-ready output

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TEXT RULES (VERY IMPORTANT)
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• ALL visible text inside the image must use the selected language only
• No system instructions or logic text rendered in image
• No mixed languages unless explicitly specified

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RESTRICTIONS
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• Do not hallucinate non-fashion objects
• Do not alter the identity of uploaded clothing or person
• Do not add branding unless visible or clearly implied