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
Visual Category System
This skill uses a 7-category visual classification framework:
- Photography
- Illustration
- 3D Render
- Typography / Logo
- Landscape
- Character Design
- General (fallback)
Each category applies specialized prompt strategies.
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
Inputs
image_path
Path to the input image.
Outputs
structured_data
{
"subject": "...",
"style": "...",
"lighting": "...",
"color": "...",
"composition": "...",
"details": "..."
}