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 completely changing the surrounding environment. The subject's identity must remain 100% consistent and recognizable.

TRANSFORMATION DESCRIPTION:
Replace the current ugly, distracting, or cluttered background with a clean, neutral, and professional backdrop. The new background should be completely seamless and non-distracting, allowing the person to be the sole focus of the image. The transition between the person and the new background must look natural and realistic, with no harsh edges or artifacts.

STYLE AND AESTHETIC PARAMETERS:
- Art style: Photorealistic and high-fidelity, maintaining the original photo's quality and aesthetic
- Lighting: Adjust lighting to match the new neutral environment, using soft, diffused studio lighting or subtle natural light that flatters the subject
- Color palette: Neutral tones for the background (options: soft white, light gray, beige, muted pastel, or subtle gradient)
- Mood: Professional, clean, and modern
- Background treatment: Smooth, solid color or very subtle texture (e.g., seamless paper backdrop, soft bokeh, or minimal gradient)
- Integration: The person should look naturally placed in the new environment with realistic shadowing and light interaction

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face and subject
- Professional quality portrait photography style
- Crisp edges around hair and clothing
- Natural skin texture preservation
- Aspect ratio: 1:1 (square) or 4:5 (portrait) recommended for social media; adjust based on original photo orientation

NEGATIVE PROMPT GUIDANCE:
Avoid: distorted facial features, unrealistic proportions, blurry face, loss of likeness, unnatural background edges, harsh cutout lines, mismatched lighting, artifacts around hair, unnatural skin smoothing, loss of detail in clothing, unrealistic shadows, background bleeding onto subject

USER CUSTOMIZATION:
{additional_context}

ADDITIONAL TIPS:
- For best results, use a photo where the subject is clearly separated from the background
- You can specify preferred background color in {additional_context}
- If the original photo has strong colored lighting, mention if you want to neutralize it in the customization section