Morning Closet Style Snapshot

{
 "image_type": "Social Media Snapshot",
 "shot": "Medium full shot",
 "shot_details": "Slightly off-center framing as if a friend took a quick photo while she was looking at a garment rack.",
 "style": "Candid Influencer Aesthetic",
 "quality": "Clean, sharp smartphone optics with natural morning light",
 "color_grade": "Warm, sunny, slightly lifted blacks",
 "meta": {
 "aspect_ratio": "9:16",
 "resolution": "4k"
 },
 "camera": {
 "device": "iPhone 17 Pro Max Simulation",
 "lens": "24mm Wide",
 "aperture": "f/1.8",
 "distance": "3 feet",
 "angle": "Eye-level",
 "framing": "Loose, capturing the surrounding closet racks",
 "pov": "Third-person observer",
 "focus": "Sharp on the subject, slight blur on the foreground clothes",
 "lens_effect": "Natural sun flare from a side window"
 },
 "lighting": {
 "description": "Soft morning sunlight streaming through a large window",
 "type": "Natural Light",
 "source": "Side window",
 "primary": "Warm golden hour light",
 "secondary": "Soft bounce from white walls",
 "highlights": "Glistening on the blonde hair strands",
 "shadows": "Gentle, defining the athletic curve of her waist"
 },
 "scene": {
 "location": "Luxury walk-in closet in a Hollywood Hills mansion",
 "environment": "Racks of colorful designer clothes, open shoeboxes, a marble island in the center",
 "time": "10:00 AM",
 "atmosphere": "Productive, high-end, cozy"
 },
 "subject": {
 "gender": "Female",
 "age": "22",
 "ethnicity": "Scandinavian",
 "appearance": "Platinum blonde hair, striking facial features, bold makeup",
 "body": {
 "type": "Athletic and toned",
 "waist": "Snatched with visible definition",
 "hips": "Curvy and highlighted by the V-thong straps",
 "chest": "Contained in a delicate micro lace cup",
 "ass": "Rounded, framed by high-cut lace",
 "skin": "Smooth, lightly tanned, subtle glow"
 },
 "expression": {
 "eyes": "Soft, relaxed",
 "gaze": "Looking slightly down at a piece of clothing",
 "mouth": "Relaxed red lips, slightly parted",
 "face_vibe": "Effortlessly cool"
 },
 "hair": {
 "color": "Platinum blonde",
 "style": "Messy chic waves",
 "details": "Loose strands falling over her shoulders"
 },
 "pose": {
 "description": "Leaning one hip against a garment rack, holding a silk hanger",
 "stance": "Casual weight shift",
 "arms": "One arm raised to the rack, the other hanging at her side",
 "legs": "One leg slightly forward, knee bent",
 "energy": "Relaxed and authentic"
 }
 },
 "wardrobe": "High-fashion bridal-style lace lingerie set",
 "outfit_details": {
 "top": {
 "type": "Micro bra",
 "color": "Optic white",
 "fit": "