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{
  "image_type": "flash_photography_snapshot",
  "aspect_ratio": "3:4",
  "subject_anchor": {
    "demographics": "Young adult female, tan skin tone",
    "hair_state": "Blonde hair, long loose waves, slightly damp at ends, natural flyaways",
    "makeup": "Glam makeup with glossy lips, contoured nose, subtle highlight on cheekbones and nose tip, defined brows"
  },
  "clothing_and_accessories": {
    "garment": "[Neutral-toned] elegant one-piece swimsuit paired with a matching resort wrap skirt",
    "fit": "Classic, stylish poolside resort attire with modest coverage",
    "jewelry": "Stacked gold bangles on left wrist, delicate gold chain necklace, small stud nose piercing",
    "nails": "Long white square-tip acrylics"
  },
  "pose_geometry_and_mechanics": {
    "body_orientation": {
      "orientation": "Standing at edge of rooftop pool, body angled comfortably toward camera",
      "posture": "Relaxed, upright confident stance",
      "upper_body_rotation": "Torso gently turned to face lens"
    },
    "limb_placement": {
      "left_arm": "Elbow bent with hand lightly resting near collarbone",
      "right_arm": "Relaxed at side or resting gently near pool edge",
      "head_neck": "Head turned toward camera, chin level, eyes meeting lens"
    },
    "weight_distribution": "Weight naturally shifted onto one leg"
  },
  "anatomy_and_skin_fidelity": {
    "texture": "Authentic skin texture with visible pores",
    "imperfections": "Natural skin variation preserved",
    "lighting_response": "Skin reacts naturally to direct on-camera flash with crisp highlights and soft shadow falloff"
  },
  "environment_context": {
    "setting": "Hotel rooftop pool at night",
    "surfaces": [
      "Infinity-style pool edge",
      "Stone or concrete pool deck",
      "Glass safety railing"
    ],
    "background_elements": [
      "City skyline lights in distance",
      "Hotel architectural accent lighting",
      "Reflections shimmering on dark pool water"
    ],
    "spatial_depth": "Sharp subject in foreground, softly blurred city lights in background"
  }
}

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