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 applying the transformation. Maintain the original facial structure, expressions, and all identifying details.

TRANSFORMATION DESCRIPTION:
Transform the photo into a beautiful 'first snow' winter scene. The person should be standing or walking in a peaceful outdoor setting during the first snowfall of the season. Light, delicate snowflakes should be falling gently around them. The ground should be lightly covered with fresh, pristine snow. The atmosphere should capture the magical, serene feeling of the first winter snowfall. The person should be dressed appropriately for winter weather (add or adapt clothing if needed).

STYLE AND AESTHETIC PARAMETERS:
- Photorealistic style with cinematic quality
- Soft, diffused winter lighting with cool blue and white tones
- Natural ambient lighting that flatters the skin tone
- Delicate, realistic snowflakes with subtle motion blur
- Fresh, untouched snow texture on the ground
- Background should be a winter landscape (could be a park, street, forest path, or countryside)
- Gentle mist or atmospheric haze for depth
- Color palette: cool whites, soft blues, muted winter greens/browns, natural skin tones preserved
- Subtle breath vapor visible in cold air (optional)
- Winter accessories: scarf, hat, gloves can be added naturally

TECHNICAL QUALITY PARAMETERS:
- high resolution, 4K, detailed
- sharp focus on face
- professional quality portrait
- Aspect ratio: 16:9 or 4:3 (landscape) recommended for scene composition
- Detailed texture on snow and winter clothing
- Natural skin texture preserved
- Depth of field that keeps face in sharp focus while showing snowy background

NEGATIVE PROMPT GUIDANCE:
Avoid: distorted features, unrealistic proportions, blurry face, loss of likeness, unnatural snowflakes, frozen or ice-covered face, harsh shadows, overexposed highlights, artificial-looking winter effects, mismatched clothing styles, poor lighting on skin

USER CUSTOMIZATION:
{additional_context}

ADDITIONAL TIPS:
- For best results, use a photo with good lighting on the face
- The prompt works best with portraits or upper-body shots
- You can specify preferred background location in {additional_context}
- Winter clothing style can be customized (casual, formal, sporty)
- Time of day can be specified (morning, afternoon, dusk) in {additional_context}