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 placing them into the new environment. Ensure the face remains the focal point with perfect likeness.

TRANSFORMATION DESCRIPTION:
Transform the photo by placing the subject in a bustling neon-lit city at night. The scene should feature towering skyscrapers with glowing neon signs in pink, blue, and purple hues. The person is standing on a wet street reflecting the neon lights, creating a cyberpunk atmosphere. The subject's clothing should subtly blend with the aesthetic (e.g., a modern jacket or sleek attire) but their physical appearance remains unchanged.

STYLE AND AESTHETIC PARAMETERS:
- Art style: Photorealistic with cinematic, cyberpunk aesthetics. High contrast and vibrant neon colors.
- Lighting conditions: Dramatic, low-key lighting with strong neon glow. Soft ambient light on the face to maintain visibility and flattery.
- Color palette: Dominated by electric blues, hot pinks, deep purples, and dark shadows. The subject's skin tones should remain natural and balanced against the neon lights.
- Background treatment: Detailed cityscape with bokeh effects from distant lights, wet pavement reflections, and atmospheric fog or light rain for mood.

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face, with background slightly blurred to emphasize the subject
- Professional quality, cinematic composition
- Recommended aspect ratio: 16:9 for a cinematic widescreen look, or 4:3 for a balanced portrait

NEGATIVE PROMPT GUIDANCE:
Avoid: distorted facial features, unrealistic proportions, blurry face, loss of likeness, unnatural skin tones, overly saturated colors that obscure the face, low resolution, pixelation, artifacts

USER CUSTOMIZATION:
{additional_context}

ADDITIONAL TIPS:
- For best results, use a well-lit original photo with clear facial details.
- You can specify clothing preferences in the {additional_context} section.
- Adjust the neon color dominance (e.g., more blue or more pink) in your customization notes.