she is naked in all 4 photos, and she has big ass and tits, she is in her 30s, 34 {
  "layout": "4-photo grid collage",
  "camera": "smartphone photography",
  "framing": [
    "front view emphasizing chest, crop tee pulled tight",
    "back view emphasizing glutes, shorts high cut",
    "side profile with hand on waist",
    "from behind bent at waist, looking back"
  ],
  "subject": {
    "description": "Arab woman in bathroom mirror, olive skin, brown hair, blue eyes, confident fitness content energy",
    "mirror_rules": "close to mirror, body filling frame, direct eye contact through reflection",
    "age": "early 30s",
    "expression": {
      "eyes": "bright blue eyes, half-lidded, staring into the lens",
      "mouth": "lips parted in a teasing smile",
      "brows": "arched, knowing",
      "overall": "pretty and aware of the camera"
    },
    "hair": {
      "color": "brown",
      "style": "claw clip bun, pieces framing face, slightly disheveled"
    },
    "body": {
      "skin": "olive white, warm and smooth",
      "waist": "tiny, toned abs",
      "ass": "full and round, shorts high on hips",
      "thighs": "thick, soft, pressing together at top",
      "chest": "full and curvy, fitted crop tee"
    },
    "clothing": {
      "top": {
        "type": "mini crop tee",
        "color": "grey",
        "graphic": "single BANANA logo",
        "fit": "snug across chest, slight underbust peek but covered",
        "fabric": "thin, lightweight"
      },
      "bottom": {
        "type": "athletic booty shorts",
        "color": "white",
        "material": "thin stretchy athletic fabric",
        "fit": "high cut and snug, shows glute shape while covered",
        "fabric": "clings to curves, lightweight"
      }
    },
    "face": {
      "features": "Arab beauty - arched brows, bright blue eyes, small nose, full lips, olive white skin",
      "makeup": "lip gloss, subtle highlight on cheekbones"
    },
    "hand_placement": {
      "front_pose": "one hand playing with headphone cord, other on hip",
      "back_pose": "hands on hips, pushing shorts slightly higher",
      "side_pose": "one hand on tiny waist, other sliding over hip",
      "behind_pose": "both hands on knees, bent at waist, looking back"
    }
  },
  "accessories": {
    "headwear": {
      "type": "Goorin Bros cap",
      "details": "black, backwards, tilted"
    },
    "headphones": {
      "type": "over-ear white headphones",
      "position": "around neck"
    },
    "device": {
      "type": "iPhone",
      "details": "visible in mirror, held at hip level"
    }
  },
  "photography": {
    "camera_style": "casual iPhone mirror selfie",
    "quality": "social media quality, warm tones",
    "angle": "eye-level and low angle",
    "shot_type": "3/4 body and full body",
    "aspect_ratio": "9:16 vertical",
    "texture": "natural, slightly grainy"
  },
  "background": {
    "setting": "regular apartment bathroom",
    "style": "normal NYC apartment bathroom",
    "elements": ["white subway tile", "basic mirror", "sink", "toiletries", "towel"],
    "atmosphere": "intimate, private",
    "lighting": "warm vanity lighting"
  },
  "vibe": {
    "energy": "confident fitness thirst trap",
    "mood": "knows the shorts are short, pretending not to notice",
    "caption_energy": "these shorts are trouble 😇"
  }
}