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 the editorial fashion transformation. Maintain the original facial identity, expressions, and distinctive personal traits throughout the entire transformation process.

TRANSFORMATION DESCRIPTION: Transform the photo into a high-end editorial fashion photograph with a sophisticated, magazine-quality aesthetic. The subject should appear as if professionally styled for a fashion editorial spread, with refined posing, elegant styling elements, and cinematic composition. The transformation should elevate the original photo to luxury fashion publication standards while keeping the person instantly recognizable.

STYLE AND AESTHETIC PARAMETERS:
- Art Style: Photorealistic editorial photography with professional retouching quality, cinematic color grading, and high-fashion aesthetic
- Lighting Conditions: Professional studio lighting setup with dramatic key light, soft fill light, and subtle rim lighting to sculpt the face beautifully. Use butterfly lighting or Rembrandt lighting patterns typical of fashion editorials. Soft shadows that define structure without harshness
- Color Palette: Sophisticated color grading with either warm golden tones (for luxury feel) or cool desaturated tones (for modern editorial look). Rich blacks, clean whites, and carefully balanced skin tones that look natural yet polished
- Background Treatment: Clean minimalist background (solid color, subtle gradient, or softly blurred studio backdrop) that makes the subject stand out. Alternatively, a sophisticated urban or architectural background with shallow depth of field
- Fashion Elements: Implied high-end wardrobe styling with elegant fabrics, sophisticated accessories, and refined details. Hair styled professionally, makeup polished and camera-ready
- Mood: Confident, sophisticated, elegant, magazine-worthy

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed, professional fashion photography quality
- Sharp focus maintained on the face and eyes with beautiful bokeh in background
- Professional skin retouching that maintains texture while removing temporary blemishes
- Professional color grading and contrast optimization
- Aspect ratio: 3:4 vertical portrait format (standard editorial) or 4:5
- Fine detail in hair, clothing textures, and facial features
- Natural skin texture preserved with professional finish

NEGATIVE PROMPT GUIDANCE: Avoid: distorted facial features, unrealistic proportions, blurry face, loss of likeness, artificial skin smoothing, over-processed appearance, unnatural lighting, harsh shadows, amateur photo quality, low resolution, plastic-looking skin, mismatched lighting on face and body, unnatural eye reflections, clothing artifacts, background distractions

USER CUSTOMIZATION: {additional_context}

ADDITIONAL GUIDANCE: The transformation should look like it was shot by a professional fashion photographer in a high-end studio. The subject's pose should be natural yet editorial, with a sense of movement and grace. Keep the facial features identical to the original photo - this is crucial for identity preservation. The final result should be something you could frame as art or use professionally.