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{
  "subject": {
    "gender": "female",
    "instructions": "Preserve the exact facial features, identity, and skin texture identical to the reference photo.",
    "hair": {
      "color": "[black]",
      "style": "[long wavy hair, center part]",
      "texture": "voluminous waves",
      "details": "a few loose strands across the face for a candid editorial look"
    },
    "attire": {
      "top": "[black leather corset bustier]",
      "bottom": "[black leather mini skirt]",
      "accessories": "[black choker, sheer black tights, black lace-up boots]"
    },
    "pose": "leaning against a [matte black cruiser motorcycle], forearm resting on the fuel tank, torso angled toward camera, calm confident expression"
  },
  "setting": {
    "location": "minimalist fashion studio",
    "background": "[clean light-gray seamless paper backdrop]",
    "props": {
      "vehicle": "[matte black cruiser motorcycle, no readable brand logos]"
    }
  },
  "style": {
    "type": "high-fashion editorial photograph",
    "mood": "sleek, edgy, elegant",
    "lighting": "soft studio key and fill lighting, controlled specular highlights along leather textures",
    "camera_details": {
      "camera": "full-frame DSLR",
      "lens": "85mm prime",
      "aperture": "f/2.0",
      "shutter_speed": "1/125s",
      "iso": "200",
      "post_processing": "editorial retouch retaining visible skin pores and natural texture"
    }
  },
  "negative_prompt": [
    "identity alteration",
    "different person",
    "extra limbs",
    "deformed hands",
    "distorted motorcycle frame",
    "watermark",
    "visible logos",
    "text",
    "illustration",
    "plastic skin",
    "over-smoothing"
  ]
}

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