Curves in Reflection: A Confident Selfie

{
  "subject": {
    "description": "Young woman with a curvy, athletic physique, captured from the rear and side profile.",
    "hair": "Long, dark, voluminous curly hair cascading down the back, reaching mid-back length, with distinct ringlets.",
    "apparel_top": "Backless reddish-brown or maroon halter top that exposes the entire back. Features a delicate, decorative metallic chain strap running vertically down the spine with small bead-like embellishments.",
    "apparel_bottom": "Light wash blue denim jeans, tight-fitting to accentuate the glutes and hips, featuring distinct back pocket stitching (American Eagle style stitching visible).",
    "body_features": "Tan skin tone with visible natural skin texture. Prominent hip-to-waist ratio, very curvy silhouette with emphasized glutes. Toned back muscles visible due to the open back of the top.",
    "face": "Side profile visible, looking towards the phone screen. Sharp jawline, neutral expression, soft makeup."
  },
  "pose": {
    "orientation": "Standing with back primarily towards the mirror, twisted slightly to the right to show profile.",
    "head": "Turned to the right, eyes focused on the phone screen in the reflection.",
    "arms": "Right arm raised, elbow bent, hand holding a white smartphone to take the photo. Left arm relaxed by the side.",
    "torso": "Arching slightly to accentuate the lower back curve.",
    "legs": "Hips shifted to emphasize curves, standing posture.",
    "hands": "Right hand visible holding the phone, manicured nails (white or light tips)."
  },
  "environment": {
    "setting": "Indoor room, likely a bedroom.",
    "background_left": "A wooden door with horizontal paneling and a silver doorknob.",
    "background_right": "White wall featuring a framed artwork with a black frame and a botanical print (leaves). Below the art, a white shelf or surface with a round woven macramé placemat or rug.",
    "foreground_details": "The bottom edge of the mirror is visible, showing white electrical outlets with switches on the wall below the mirror reflection."
  },
  "camera": {
    "shot_type": "Mirror selfie, medium shot capturing from mid-thigh to top of head.",
    "perspective": "Reflected perspective, camera is the phone seen in the image.",
    "device": "White smartphone (iPhone style) with a case featuring a black heart or text design, held in the right hand.",
    "focal_length": "Standard mobile wide lens (approx 26mm equivalent).",
    "framing": "Vertical framing."
  },
  "lighting": {
    "source": "Soft, diffused natural light coming from the front (behind the mirror) and ambient room lighting.",
    "quality": "Even illumination, soft shadows on the back and jeans, highlighting the contours of the body and fabric textures.",
    "shadows": "Subtle shadows defining the spinal groove and muscle definition on the back."
  },
  "mood_and_expression": {
    "vibe": "Casual, confident, self-assured.",
    "expression": "Focused, neutral, checking appearance in the mirror."
  },
  "style_and_realism": {
    "style": "Photorealistic, user-generated content (UGC) style, high-resolution social media photo.",
    "fidelity": "High fidelity to textures (denim, skin, hair, wood grain).",
    "rendering": "Unfiltered, naturalistic appearance."
  },
  "colors_and_tone": {
    "palette": "Natural earth tones (wood brown, maroon top, tan skin), contrasted with light denim blue and white walls.",
    "white_balance": "Neutral, slightly warm.",
    "contrast": "Medium contrast, preserving details in both the dark hair and bright white phone."
  },
  "quality_and_technical_details": {
    "resolution": "High quality, sharp focus on the subject.",
    "noise": "Low distinct noise, slight digital grain typical of smartphone photography in indoor light.",
    "sharpness": "Sharp details on the hair curls and denim texture."
  },
  "aspect_ratio_and_output": {
    "aspect_ratio": "3:4",
    "cropping": "Framed to include the head, torso, and upper legs/hips."
  },
  "controlnet": {
    "pose_control": {
      "model_type": "DWPose",
      "purpose": "Exact skeletal and pose lock",
      "constraints": [
        "preserve shoulder width",
        "preserve hip angle",
        "preserve spine curvature",
        "preserve limb placement",
        "lock arm position holding phone"
      ],
      "recommended_weight": 1
    },
    "depth_control": {
      "model_type": "MiDaS",
      "purpose": "Depth, volume, and camera-to-body spatial lock",
      "constraints": [
        "preserve foreground dominance of subject",
        "maintain separation between subject and background elements (door, wall art)",
        "prevent flat depth"
      ],
      "recommended_weight": 0.8
    }
  },
  "negative_prompt": {
    "forbidden_elements": [
      "anatomy normalization",
      "body proportion averaging",
      "flattened curves",
      "reduced hip volume",
      "slimmed glutes",
      "aesthetic proportion correction",
      "beauty standard enforcement",
      "dataset-average female anatomy",
      "missing phone",
      "missing mirror reflection",
      "facing forward",
      "direct eye contact with lens (must look at screen)",
      "beautification filters",
      "skin smoothing",
      "plastic skin",
      "airbrushed texture",
      "distorted fingers",
      "bad hands",
      "extra limbs"
    ]
  }
}