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 transforming them into a professional fashion model.

TRANSFORMATION DESCRIPTION: Transform the subject into a high-fashion runway model captured mid-stride on a professional catwalk. Position the person in a confident walking pose with one foot forward, shoulders back, and a commanding presence. Dress them in an elegant designer outfit suitable for a fashion show - think sleek evening wear, modern couture, or sophisticated street fashion. The overall presentation should convey confidence, grace, and professional runway attitude.

STYLE AND AESTHETIC PARAMETERS:
- Photography Style: High-fashion editorial photography, runway photography aesthetic, professional model headshot quality
- Lighting: Dramatic runway lighting with strong directional highlights, soft shadows on face, professional studio strobe effect, cinematic atmosphere
- Color Palette: Rich, saturated colors with professional color grading, elegant and sophisticated tones, fashion-forward aesthetic
- Background: Professional runway setting with subtle depth of field blur, minimalist catwalk environment, soft bokeh lights, or elegant studio backdrop
- Pose: Dynamic walking pose, natural movement, confident stride, professional model attitude
- Facial Expression: Confident, slightly serious, professional runway expression, natural yet striking
- Hair: Wind-swept or styled for movement, natural flyaway strands for dynamism, professional blowout or runway hairstyle
- Makeup: Professional runway makeup - either natural-glam or bold editorial style, enhanced features, high-quality cosmetics appearance

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K quality, ultra-detailed
- Sharp focus maintained on face with beautiful depth of field
- Professional fashion photography quality
- Natural skin texture preserved with realistic pores and details
- Crisp details in clothing fabric and accessories
- Aspect ratio: 4:5 vertical portrait format (standard for fashion photography)
- Professional color grading and tonal balance

NEGATIVE PROMPT GUIDANCE: Avoid: distorted facial features, unrealistic proportions, blurry face, loss of likeness, unnatural body proportions, poorly rendered clothing, artificial lighting, cartoonish appearance, low quality, pixelation, unnatural skin smoothing, awkward posing, unprofessional composition

USER CUSTOMIZATION: {additional_context}

ADDITIONAL TIPS:
- For best results, use a well-lit, clear photo with visible facial features
- The more specific you are about clothing style in {additional_context}, the better the result
- Mention specific runway vibes (e.g., "like Paris Fashion Week", "like Victoria's Secret runway", "like Milan Fashion Week") in your customization
- You can specify makeup style (natural, bold, avant-garde) in the customization section