IDENTITY PRESERVATION INSTRUCTION:
Using the uploaded photo as reference, preserve the exact facial features, face shape, eye color, skin tone, and unique characteristics of every person in the image. Maintain their individual identities while transforming their relationship context.

TRANSFORMATION DESCRIPTION:
Transform the photo to depict the subjects as a close-knit, loving family unit. The scene should evoke warmth, comfort, and unconditional support. Reposition the subjects into a natural, cozy family setting like a living room, a family dinner table, or a casual outdoor picnic. The composition should emphasize their emotional connection through natural body language-leaning on each other, shared laughter, or a comforting arm around a shoulder. The atmosphere should feel authentic and heartwarming, showcasing the deep bond of friendship that feels like family.

STYLE AND AESTHETIC PARAMETERS:
- Art Style: Photorealistic, cinematic quality with a touch of warmth. The image should look like a professionally taken family portrait, not an artificial edit.
- Lighting Conditions: Soft, warm, natural lighting. Consider golden hour sunlight streaming through a window for indoor scenes, or soft afternoon light for outdoor settings. The lighting should create a gentle, inviting glow on their faces.
- Color Palette: Warm, earthy tones. Think creamy whites, soft browns, muted greens, and golden hues. The colors should enhance the feeling of comfort and nostalgia.
- Background Treatment: The background should be seamlessly integrated and relevant to a family setting. For example, a cozy living room with a sofa and soft furnishings, a dining table with a home-cooked meal, or a serene park with a picnic blanket. The background should be in soft focus (bokeh) to keep the emphasis on the subjects' faces and interaction.

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed, ultra-sharp clarity
- Sharp focus on faces, ensuring every facial feature is clear and recognizable
- Professional quality, studio portrait aesthetic
- Aspect Ratio: 3:4 (vertical portrait) or 16:9 (cinematic landscape) depending on the original photo composition
- Natural skin texture preserved with pores and fine details visible
- No artifacts or signs of digital manipulation

NEGATIVE PROMPT GUIDANCE:
Avoid: distorted facial features, unrealistic body proportions, blurry face, loss of likeness, unnatural lighting, garish colors, plastic-looking skin, mismatched skin tones, cloned faces, extra limbs, fused body parts, text, watermarks, signatures, low resolution, grainy texture, oversaturated colors, unnatural shadows.

USER CUSTOMIZATION:
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FINAL INSTRUCTIONS:
Ensure the final image looks like it was taken in the described scene with the original subjects, not like a cut-and-paste job. The emotional tone should be genuine and heartwarming.