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 scene and attire.

TRANSFORMATION DESCRIPTION:
Transform the subject into a university student studying in a library. The person should be wearing casual academic attire such as a sweater, button-down shirt, or hoodie. The setting is a cozy, well-lit library with wooden bookshelves in the background, stacks of books, and soft ambient lighting. The student should appear focused and engaged with their studies, perhaps holding a book or looking at a laptop. The transformation should feel natural and authentic to the person's identity.

STYLE AND AESTHETIC PARAMETERS:
- Art style: Photorealistic, high-quality portrait photography
- Lighting conditions: Soft, warm ambient lighting typical of a library, with gentle highlights on the face
- Color palette: Warm earth tones (browns, creams, soft greens) with natural skin tones
- Background treatment: Detailed library environment with bookshelves, books, and study materials, slightly blurred to keep focus on the person
- Facial expression: Natural, thoughtful, or focused expression that matches the academic setting
- Clothing texture: Realistic fabric textures for sweaters or shirts
- Atmosphere: Cozy, intellectual, peaceful study environment

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face
- Professional quality
- Aspect ratio: 1:1 or 4:3 (recommended for portraits)
- Detailed skin texture preservation
- Natural lighting and shadows
- Cinematic depth of field

NEGATIVE PROMPT GUIDANCE:
Avoid: distorted features, unrealistic proportions, blurry face, loss of likeness, unnatural skin textures, artificial lighting, cartoonish appearance, deformed hands, extra limbs, text errors, watermark artifacts, overprocessed look, mismatched clothing textures, unrealistic library elements

USER CUSTOMIZATION:
{additional_context}

ADDITIONAL TIPS:
- For best results, use a well-lit photo with clear facial features
- You can specify preferred clothing style or library atmosphere in the additional context
- The prompt works best with front-facing or slightly angled portraits