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 supervillain character. Maintain the original likeness and facial structure with complete accuracy.

TRANSFORMATION DESCRIPTION: Transform the person into a cinematic supervillain from a superhero film. Add a dramatic villain costume with dark, sophisticated elements such as a tactical armor jacket, high-collar coat, or sleek bodysuit in dark color palette (charcoal, deep purple, midnight blue, or black). Include subtle costume details like metallic accents, shoulder pads, or a dramatic cape. The villain aesthetic should be intelligent and menacing rather than monstrous - think sophisticated antagonist with complex motivations. Apply subtle character makeup if appropriate: darkened eye area, sharp contouring, or pale complexion to enhance the villainous look. The expression should be confident, calculating, or determined.

STYLE AND AESTHETIC PARAMETERS:
- Cinematic photorealistic style with film-poster quality
- Dramatic studio lighting with strong rim lighting and deep shadows
- Moody, atmospheric color grading with cool tones (deep blues, purples, grays) and accent colors
- Professional character portrait composition
- Costume elements should integrate naturally with body proportions
- High contrast between subject and background
- Subtle film grain for cinematic authenticity
- The overall mood should be epic, sophisticated, and character-driven

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face with professional depth of field
- Professional quality, cinematic aspect ratio recommended (16:9 or 2:3)
- Ultra-detailed costume textures and fabric materials
- Natural skin texture preservation
- Clean edges and realistic integration of costume elements
- Film-grade color grading and post-processing

NEGATIVE PROMPT GUIDANCE: Avoid: distorted features, unrealistic proportions, blurry face, loss of likeness, cartoonish appearance, low quality, pixelation, unnatural costume attachment, mismatched lighting, plastic skin texture, over-saturation, watermark, text, signature

USER CUSTOMIZATION: {additional_context}

ADDITIONAL GUIDANCE: The costume design should feel appropriate to the person's age, gender, and physical build. If the original photo has specific lighting conditions, the transformation should adapt the villain lighting to complement rather than completely override the original facial structure. The goal is a believable transformation where the person looks like they could genuinely star as a villain in a major superhero film.