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 a group family-style photo. The original facial identity must remain 100% recognizable and natural within the new context.

TRANSFORMATION DESCRIPTION:
Transform the single portrait into a warm, cohesive group photo featuring a friendly company that looks and feels like a close family. The subject should be naturally positioned among 3-5 other people (adults and possibly children) who appear related or deeply connected. The group should be arranged in a comfortable, natural composition-perhaps sitting together on a sofa, standing in a living room, or gathered around a dining table. Everyone in the group should share a similar visual style and quality to create a believable family unit, with the subject clearly identifiable as part of this group.

STYLE AND AESTHETIC PARAMETERS:
- Art style: Photorealistic, natural family photography style with warm, authentic feel
- Lighting: Soft, warm natural lighting (golden hour or cozy indoor lighting) that flatters all faces and creates a sense of intimacy and comfort
- Color palette: Warm, harmonious tones-creams, soft browns, muted greens, or warm neutrals that evoke coziness and togetherness
- Mood: Heartwarming, genuine, joyful but natural-not overly posed or stiff
- Clothing style: Casual, comfortable family attire that coordinates without being overly matching; natural fabrics and relaxed fits
- Background treatment: Cozy domestic environment-warm living room, comfortable kitchen, or welcoming outdoor space with soft bokeh
- Facial expressions: Natural, relaxed smiles and warm expressions across all group members
- Age progression/regression: Ensure all family members look age-appropriate relative to each other

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on all faces, especially the main subject
- Professional quality portrait photography
- Natural skin texture preserved for all individuals
- Proper depth of field with subject in sharp focus
- Aspect ratio: 16:9 for group composition (or 4:3 for classic portrait)
- Consistent lighting and color grading across entire group
- No artifacts or blending issues where subject joins the group

NEGATIVE PROMPT GUIDANCE:
Avoid: distorted features, unrealistic proportions, blurry faces, loss of likeness for main subject, mismatched lighting on subject, unnatural group positioning, stiff/awkward poses, inconsistent image quality between group members, artificial-looking backgrounds, mismatched color temperatures, subjects appearing pasted rather than naturally integrated

USER CUSTOMIZATION:
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ADDITIONAL NOTES:
- The main subject (uploaded photo person) should be clearly identifiable as the focal point or naturally integrated into the group
- Group members should appear to share genetic similarities where appropriate (for biological families) or cohesive visual style (for chosen family/friend groups)
- Maintain realistic proportions and spatial relationships between all individuals
- Ensure clothing styles and colors complement each other without being overly coordinated
- Background should enhance the family atmosphere without distracting from the people
- The overall image should tell a story of connection and belonging