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 seamlessly integrating them into the new kitchen environment.

TRANSFORMATION DESCRIPTION: Place the person in a modern loft-style kitchen with industrial aesthetics. The scene should feature exposed brick walls, concrete or polished concrete countertops, stainless steel appliances, metal shelving units, and large windows with black metal frames. The person should appear naturally positioned in the kitchen space - perhaps standing near the kitchen island, leaning against the counter, or preparing food. The transformation must maintain realistic proportions and natural interaction with the kitchen elements.

STYLE AND AESTHETIC PARAMETERS:
- Art style: Photorealistic, architectural photography quality with cinematic lighting
- Lighting conditions: Natural light from large windows combined with warm industrial pendant lights (Edison bulbs). Soft shadows and highlights that accentuate both the person's features and the kitchen textures
- Color palette: Warm neutrals (brick red, warm gray, wood tones) with cool industrial accents (stainless steel, black metal). The person's clothing and skin tones should blend naturally with this palette
- Background treatment: Deep, detailed loft kitchen with visible textures on brick walls, metal surfaces, and wood elements. Depth of field should be moderate - sharp focus on person and immediate kitchen area, slight blur on distant background elements
- Texture details: Visible grain on wooden elements, rough texture on exposed brick, smooth metallic reflections on appliances, realistic fabric textures on any visible clothing

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face and upper body
- Professional quality, architectural photography standard
- Aspect ratio: 16:9 (landscape) for cinematic kitchen view, or 4:3 for standard interior photography
- Natural skin texture preserved with realistic lighting interaction
- No visible artifacts or AI generation errors

NEGATIVE PROMPT GUIDANCE: Avoid: distorted features, unrealistic proportions, blurry face, loss of likeness, unnatural lighting on person, mismatched skin tones, floating objects, distorted perspective, unnatural body positioning, furniture passing through body, inconsistent shadows, overexposed highlights on face, underexposed facial features

USER CUSTOMIZATION: {additional_context}

ADDITIONAL TIPS:
- For best results, ensure the original photo has good lighting on the face
- If you want specific kitchen elements (like an island, specific appliances, or a particular wall color), mention them in the additional context
- The prompt works best with photos where the person is facing forward or at a 3/4 angle
- You can adjust the mood by mentioning "cozy morning atmosphere" or "evening dinner party lighting" in additional context