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 the overall appearance into Japanese Lolita fashion style.

TRANSFORMATION DESCRIPTION: Apply Japanese Lolita fashion aesthetic to the subject's clothing, hairstyle, and accessories. The outfit should feature classic Lolita elements such as a Victorian-style dress with a fitted bodice, full knee-length skirt with multiple layers of lace and ruffles, puffed sleeves, and a peter pan collar. Include delicate accessories like a matching headpiece, lace gloves, pearl necklace, and Mary Jane shoes. Style the hair in elegant ringlets or twin tails with ribbon bows. The overall look should be modest, feminine, and doll-like, capturing the sweet Lolita aesthetic.

STYLE AND AESTHETIC PARAMETERS:
- Art style: Photorealistic with soft, dreamy aesthetic reminiscent of Japanese street fashion photography
- Lighting: Soft, diffused studio lighting with a gentle glow, reminiscent of Harajuku fashion photography
- Color palette: Pastel colors (soft pink, baby blue, lavender, mint) with white and cream accents for sweet Lolita style, or rich burgundy, navy, and black for gothic Lolita
- Mood: Elegant, doll-like, and innocent with a touch of kawaii aesthetic
- Background: Soft pastel gradient, vintage Victorian-style room, or subtle bokeh effect to keep focus on the subject
- Texture details: High detail on lace patterns, fabric textures, ribbons, and hair accessories

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face
- Professional quality fashion photography
- Aspect ratio: 1:1 (square) or 4:5 (portrait)
- Detailed fabric rendering with visible lace patterns and ruffles
- Natural skin texture preservation with soft, flattering lighting

NEGATIVE PROMPT GUIDANCE: Avoid: distorted features, unrealistic proportions, blurry face, loss of likeness, poorly rendered clothing, costume-like appearance, exaggerated anime features, unnatural hair colors (unless specified), mismatched lighting, low quality, pixelation, distorted accessories, asymmetrical design elements

USER CUSTOMIZATION: {additional_context}

ADDITIONAL NOTES:
- The Lolita style should complement the person's facial features and skin tone
- Accessories should be proportionate and realistically rendered
- Fabric should appear natural and flowing, not stiff or artificial
- Makeup should be soft and doll-like (rosy cheeks, subtle eyeshadow, natural lips)
- Ensure the transformation looks like the person wearing authentic Lolita fashion, not a character cosplay