IDENTITY PRESERVATION INSTRUCTION: Using the uploaded photo as reference, preserve the person's exact facial features, face shape, eye color, skin tone, and unique characteristics while applying a high-fashion editorial transformation. Maintain complete facial likeness and identity throughout the entire image.

TRANSFORMATION DESCRIPTION: Transform the photo into a professional Fashion Week editorial shot. The subject should be wearing sophisticated runway fashion attire - think designer clothing, avant-garde styling, or elegant couture pieces appropriate for a fashion show. Style could include: tailored blazers, flowing designer dresses, statement accessories, high-end streetwear, or editorial fashion pieces. The overall look should be magazine-cover quality with runway-ready styling.

STYLE AND AESTHETIC PARAMETERS:
- Art style: Photorealistic editorial fashion photography with magazine-quality finish
- Lighting: Professional studio lighting with dramatic key light, soft fill, and elegant rim lighting to sculpt the face. Consider fashion photography lighting setups - softboxes, beauty dishes, or dramatic directional light
- Color palette: Sophisticated fashion-forward colors - deep blacks, rich jewel tones, monochromatic elegance, or high-contrast editorial color grading. Mood should be confident, elegant, and runway-ready
- Background: Clean studio backdrop (white, gray, or black), blurred fashion show environment with runway lights, or minimalist luxury setting. Should have depth and professional bokeh
- Pose and expression: Fashion editorial pose - confident, looking slightly off-camera, strong eye contact, or elegant profile. Expression should be sophisticated and camera-ready
- Makeup: Professional editorial makeup - bold lip color, sculpted cheekbones, defined eyes, or avant-garde beauty styling
- Hair: Fashion-forward styling - sleek ponytail, artistic updo, tousled runway hair, or editorial styling

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face with perfect skin texture
- Professional quality, magazine cover standard
- Aspect ratio: 16:9 or 3:4 for editorial photography
- Cinematic depth of field with subject isolation
- Professional color grading and retouching

NEGATIVE PROMPT GUIDANCE: Avoid: distorted features, unrealistic proportions, blurry face, loss of likeness, unnatural skin smoothing, poor lighting, amateur appearance, clothing that looks fake or poorly rendered, awkward poses, low quality, pixelation, unnatural colors, plastic-looking skin, mismatched lighting on face and body

USER CUSTOMIZATION: {additional_context}

ADDITIONAL TIPS: For best results, ensure the original photo has clear facial features and adequate lighting. You can specify particular fashion styles (streetwear, formal, avant-garde, minimalist) in the additional context. Mention preferred color schemes or specific fashion aesthetics if desired.