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 applying the academic aesthetic transformation. The identity must remain 100% recognizable.

TRANSFORMATION DESCRIPTION:
Transform the photo into a high-quality academic portrait in either Dark Academia or Light Academia style. For Dark Academia: apply a moody, vintage atmosphere with warm wood tones, leather textures, candlelight, tweed or wool clothing, and a library or study background. For Light Academia: apply a bright, airy atmosphere with soft natural window light, cream and beige tones, delicate fabrics (lace, silk), and a sunlit garden or elegant interior background. The person should appear as a sophisticated scholar or student in the chosen aesthetic.

STYLE AND AESTHETIC PARAMETERS:
- Art style: Photorealistic cinematic portrait, highly detailed, professional photography quality
- Dark Academia lighting: Dramatic chiaroscuro lighting, warm candlelight or golden lamp glow, soft shadows, moody atmosphere
- Light Academia lighting: Soft diffused natural daylight, gentle window light, bright but not harsh, ethereal glow
- Dark Academia color palette: Deep browns, burgundy, forest green, navy blue, sepia tones, muted gold, rich mahogany
- Light Academia color palette: Cream, beige, soft pastels, warm whites, sage green, dusty rose, pale gold
- Clothing style: Vintage academic wear - tweed blazers, wool sweaters, button-down shirts, pleated skirts, leather loafers, silk scarves, vintage watches
- Props and details: Vintage books, leather journals, quill pens, brass candlesticks, antique globes, framed portraits, wooden desks
- Background: Dark Academia - dimly lit library, bookshelves, study room with dark wood paneling. Light Academia - sunlit reading nook, botanical garden, elegant study with large windows
- Texture emphasis: Rich textures of leather, wool, wood grain, paper, fabric folds, brass metal details
- Facial treatment: Natural skin texture preserved, subtle makeup appropriate to era (matte for Dark, soft glow for Light), hair styled in vintage academic fashion

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face
- Professional quality
- Aspect ratio: 1:1 for portrait or 4:3 for full body
- Masterpiece quality rendering
- 8k resolution if supported by generator
- Detailed fabric textures and material rendering
- Realistic lighting physics and shadow casting

NEGATIVE PROMPT GUIDANCE:
Avoid: distorted features, unrealistic proportions, blurry face, loss of likeness, modern clothing, contemporary technology, harsh unflattering lighting, oversaturated colors, cartoonish rendering, low resolution, pixelation, unnatural skin smoothing, plastic-looking textures, modern furniture, smartphones, headphones, modern eyewear

USER CUSTOMIZATION:
{additional_context}

EXAMPLE CUSTOMIZATION OPTIONS:
- Specify "Dark Academia" or "Light Academia" preference
- Mention specific clothing items you want (e.g., "tweed blazer", "silk blouse")
- Request specific props (e.g., "holding a vintage book", "writing with quill pen")
- Specify background preference (e.g., "by a fireplace", "in a botanical garden")
- Mention time period preference (e.g., "1920s", "Victorian era", "Edwardian")
- Add specific color preferences within the style
- Request specific facial expression (e.g., "thoughtful", "studious", "serene")