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 a professional beauty blogger transformation. The AI must maintain the individual's identity, bone structure, and natural skin texture.

TRANSFORMATION DESCRIPTION:
Transform the subject into a high-end beauty blogger or influencer. Apply a flawless, professional makeup look that includes:
- Soft, sculpted contouring on cheekbones and jawline
- Natural-looking highlight on cheekbones and nose bridge
- Defined eyebrows with a soft, natural shape
- Eye makeup featuring neutral eyeshadows, subtle winged eyeliner, and voluminous mascara
- A nude or soft pink lip color with glossy finish
- Dewy, glowing skin texture with minimal pores visible
- Professional hair styling (sleek blowout, soft waves, or polished ponytail)

The subject should appear camera-ready with a confident, approachable expression suitable for a beauty content creator.

STYLE AND AESTHETIC PARAMETERS:
- Art style: Photorealistic, high-fashion editorial quality with soft focus background
- Lighting conditions: Professional studio lighting with softbox setup, golden hour warmth, or ring light effect for that signature beauty blogger glow
- Color palette: Warm, creamy tones with soft pinks, peaches, and champagne highlights; skin should look radiant and healthy
- Background treatment: Clean, minimal background (soft white, light gray, or blurred lifestyle setting like a bright room with plants) to keep focus on the face
- Composition: Portrait orientation, head and shoulders crop, professional framing

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face, especially eyes and skin texture
- Professional quality, editorial photography standards
- Natural skin texture preserved with realistic pores and subtle imperfections
- Aspect ratio: 9:16 for social media stories or 4:5 for Instagram posts
- Cinematic depth of field with slightly blurred background

NEGATIVE PROMPT GUIDANCE:
Avoid: distorted facial features, unrealistic proportions, blurry face, loss of likeness, over-saturated makeup, unnatural skin smoothing, plastic-looking skin, mismatched skin tones, artificial lighting harshness, asymmetrical eyes, unnatural hair color, excessive filters, cartoonish appearance

USER CUSTOMIZATION:
{additional_context}

ADDITIONAL TIPS:
For best results, ensure the uploaded photo has good lighting and clear facial visibility. You can specify preferences for makeup style (natural, glam, dramatic), hair color, background setting, or specific beauty products in the {additional_context} section.