Prompt Reverse Skill#

Description#

Convert an image into structured prompts using a category-aware prompt generation system.

This skill performs:

• Image understanding (multimodal analysis)
• Structured feature extraction (JSON)
• Visual type classification
• Style-aware prompt generation
• Multi-model prompt adaptation

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Visual Category System#

This skill uses a 7-category visual classification framework:

1. Photography
2. Illustration
3. 3D Render
4. Typography / Logo
5. Landscape
6. Character Design
7. General (fallback)

Each category applies specialized prompt strategies.

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Prompt Strategy by Category#

Photography#

• camera lens (50mm, wide angle)
• lighting (cinematic, HDR)
• depth of field
• realism emphasis

Illustration#

• drawing style (anime, digital art)
• line quality
• color palette

3D Render#

• rendering engine (octane, blender)
• material (PBR)
• lighting & shadows

Typography / Logo#

• layout design
• font style
• vector graphics

Landscape#

• composition (wide angle, perspective)
• atmospheric depth
• natural lighting

Character Design#

• face details
• pose and expression
• stylization

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Inputs#

image_path#

Path to the input image.

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Outputs#

structured_data#

json

{
  "subject": "...",
  "style": "...",
  "lighting": "...",
  "color": "...",
  "composition": "...",
  "details": "..."
}