Fashionable Portrait Collage Cover Creation

I. Overall Objectives  
1. Function Description: Based on the user-uploaded reference portrait, extract the subject's temperament, makeup style, lighting, and color characteristics to create a unique fashion portrait collage masterpiece.  
2. Variation Requirements: Retain the facial structure and overall temperament of the reference subject without directly copying the original image. Make creative variations in makeup and composition within the same stylistic framework.  

II. Input Reference Image Requirements  
1. Reference Content: Clear front-facing or three-quarter side-facing portrait photo, with visible facial features, skin texture, and general lighting atmosphere.  
2. Extraction Points: Read from the reference image the skin tone, makeup intensity, dominant color palette, lighting direction, subject's temperament, and clothing color scheme.  

III. Composition and Output Format  
1. Main Image: Generate an ultra-close-up or close-up of the subject's face, with the head and shoulders occupying most of the frame. The gaze can be designed based on the original image's temperament.  
2. Collage Structure: Add multiple small image collages on the right side or in a corner, which may include side profile close-ups, hand close-ups, or makeup detail close-ups, creating a magazine layout feel.  
3. Background Style: Keep the background clean and simple, using solid colors or subtle brightness gradients to highlight the subject and makeup.  

IV. Text and Graphic Design  
1. Title Text: Place a large magazine title at the top of the image, using a simple and powerful font, aligned centrally or top-center.  
2. Subtitle and Small Text: Add a few lines of small text on one side or at the bottom of the image, containing theme words, the subject's name, or dates, arranged neatly with uniform font size.  
3. Geometric Shapes: Incorporate thin lines, narrow rectangular color blocks, or semi-transparent color blocks around the subject, combined with text to enhance the sense of graphic composition.  

V. Style Inheritance Rules  
1. Color Inheritance: The overall color tone, contrast, and warm/cool temperament should closely align with the reference image's style. The dominant color should come from the most prominent makeup or clothing color in the reference image.  
2. Lighting Inheritance: Refer to the lighting direction and softness of the original image. If the original uses soft light, maintain a soft light texture; if the original has strong contrast, retain a certain degree of sharpness.  
3. Makeup Inheritance: Based on the makeup characteristics of the reference image (e.g., sheer, bold, experimental, natural), maintain the same style level while making detailed variations in eye makeup, blush, and lip color.  
4. Atmosphere Inheritance: Continue the emotional atmosphere of the reference image, such as coolness, sweetness, rebelliousness, or mystery, and reflect it in the expression and posture.  

VI. Creative Variation Rules  
1. Makeup Variations: Add localized exaggerated treatments based on the reference style, such as expanding the blush area, enhancing lip smudging, or adding freckles or highlight points.  
2. Composition Variations: Adjust the facial angle, cropping range, and small collage positions to ensure each generation has a different composition.  
3. Accessory Variations: Add simple yet stylish accessories to the neck, ears, or hands, echoing the dominant color palette without directly copying the reference image.  
4. Detail Gestures: Incorporate hand movements such as touching the lips, cheeks, or under the eyes to add a sense of storytelling and engagement to the image.  

VII. Overall Texture and Post-Processing Style  
1. Clarity: Maintain visible skin pores and details, avoiding excessive skin smoothing while appropriately softening non-focal areas.  
2. Color Tone Processing: Unify the overall color tone, moderately reduce cluttered colors, and only enhance the dominant color and a few accent colors.  
3. Emotional Expression: Based on the reference image's temperament, control the intensity of the expression and gaze, ensuring the image retains the original style while showcasing independent personality.  

Refer to the user-uploaded portrait photo and automatically read the image style according to the above rules for creation.