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{
  "frame": {
    "aspect_ratio": "9:16",
    "shot_size": "Full shot",
    "orientation": "Portrait",
    "composition_guide": "Center framed"
  },
  "subject": {
    "subject_type": "Human",
    "identity_summary": "[Young adult Asian woman] with long dark wavy hair wearing a festive red velvet Santa-inspired dress",
    "visual_signature": {
      "facial_signature": {
        "face_shape": "Oval with smooth refined contours and delicate chin",
        "eye_details": "Large almond-shaped dark eyes with defined upper lashes and soft aegyo-sal makeup",
        "nose_details": "Small narrow bridge with refined tip",
        "lip_details": "Rose-tinted lips",
        "cheek_and_jaw": "Fair porcelain complexion with distinct beauty mark on right cheek",
        "unique_features": "Long dark hair framing face"
      },
      "body_signature": {
        "build": "Slender, petite",
        "skin_tone_and_texture": "Very fair, smooth skin",
        "height_estimation_cm": 165
      }
    },
    "pose_and_action": {
      "body_position": "Fashion crouch pose, torso upright, facing camera",
      "limb_positions": "Legs tucked beneath, arms bent with elbows near knees",
      "hand_gestures": "Fingers loosely curled resting near chin",
      "facial_expression": "Poised editorial expression, direct eye contact with lens"
    },
    "inventory": {
      "wardrobe": "Festive off-the-shoulder red velvet holiday dress with white faux fur trim, chunky cream fur moon boots",
      "accessories": "Silver necklace with small emerald pendant, matching emerald stud earrings",
      "hair_style": "Long dark brown wavy hair, center-parted"
    }
  },
  "environment": {
    "setting_type": "Indoor industrial backdrop",
    "location_description": "Against a grey corrugated metal rolling shutter door",
    "background_elements": "Horizontal metal slats, yellow safety line painted on concrete floor"
  },
  "lighting": {
    "primary_source": "Frontal flash strobe with soft studio fill",
    "shadow_quality": "Soft drop shadow cast directly behind subject",
    "color_temperature": "Cool neutral"
  },
  "camera": {
    "angle": "Eye level",
    "lens_type": "50mm prime",
    "aperture": "f/4"
  },
  "post_processing": {
    "art_medium": "Fashion photography",
    "color_grading": "High-contrast editorial look"
  }
}

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