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 integrating them into a new living room environment. Maintain the original facial expression and identity with perfect accuracy.

TRANSFORMATION DESCRIPTION: Place the person naturally into a modern, cozy living room setting. The person should appear as if they are genuinely present in the room, sitting or standing naturally on a comfortable sofa or armchair. The scene should include realistic interior elements such as a plush couch, coffee table, area rug, floor lamp, and decorative items. The person should be positioned in the foreground or middle ground with proper perspective and scale relative to the furniture and room dimensions.

STYLE AND AESTHETIC PARAMETERS:
- Photorealistic interior photography style with professional composition
- Warm, natural afternoon lighting streaming through large windows
- Soft shadows and highlights that match the room's light sources
- Cozy, inviting color palette: warm neutrals, soft beiges, cream tones, subtle earth colors
- High-end residential interior design aesthetic (modern, minimalist, or Scandinavian style)
- Realistic textures: fabric on sofa, wood grain on table, soft carpet fibers
- The person's clothing should appear naturally lit and match the casual, comfortable atmosphere
- Depth of field should be natural with background slightly softened but still detailed

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face and upper body
- Professional quality, interior design magazine quality
- Aspect ratio: 4:3 (horizontal composition recommended)
- Perfect lighting balance between person and background
- Realistic shadows and reflections
- Seamless blending with no artifacts
- Natural skin texture preserved
- Professional color grading

NEGATIVE PROMPT GUIDANCE: Avoid: distorted features, unrealistic proportions, blurry face, loss of likeness, unnatural lighting mismatch, floating person, cut-off body parts, furniture merging with body, incorrect perspective, low quality, pixelated edges, unnatural skin tones, inconsistent shadows, person looking like a sticker overlay, unnatural color temperature between person and background, visible seams or borders around person, mismatched resolution between foreground and background.

USER CUSTOMIZATION: {additional_context}

ADDITIONAL TIPS:
- For best results, use a photo where the person is facing forward or slightly angled
- The prompt works best when your original photo has relatively even lighting
- You can modify the room style by adding descriptors like "Scandinavian" or "industrial" in the customization section
- Specify preferred seating position (sitting on couch, standing by window, etc.) in {additional_context}