"type": "image generation prompt",

{
  "type": "image_generation_prompt",
  "style": "ultra-realistic professional photography, VOGUE magazine editorial",
  "resolution": "8K",
  "camera": {
    "mode": "portrait",
    "framing": "close-up portrait with visible upper body",
    "angle": "straight-on",
    "focus": "woman in sharp focus",
    "lens_look": "professional portrait lens",
    "depth_of_field": "shallow, natural"
  },
  "identity_preservation": {
    "use_reference_image": true,
    "alter_face": false,
    "strict_identity_lock": true,
    "notes": "Do not change or distort facial features, proportions, expression, or skin texture. Preserve the woman’s face exactly as in the reference image."
  },
  "subject": {
    "gender": "female",
    "appearance": {
      "hair": {
        "style": "very long, straight, thick hair falling forward",
        "color": "unchanged from reference"
      },
      "eyes": "beautiful, expressive",
      "expression": "light, natural smile",
      "skin": "highly detailed, natural texture, no plastic look"
    },
    "wardrobe": {
      "outfit": "pastel pink 

...