High-Fashion Studio Editorial Portrait

{
  "references": {
    "character_reference_image": "the reference photo",
    "reference_rules": {
      "preserve_uploaded_character_identity": true,
      "match_facial_structure": true,
      "match_eye_shape": true,
      "match_nose_and_lips": true,
      "match_skin_tone": true,
      "no_face_variation": true
    }
  },
  "subject": {
    "gender": "female",
    "appearance": {
      "identity_note": "The subject must be the same person as in the reference photo, preserving exact facial identity, proportions, and likeness.",
      "skin_tone": "natural skin tone matching the reference photo",
      "skin_texture": "high gloss, hyper-realistic",
      "face": {
        "bronzed_effect": "subtle bronzed warmth applied to the face",
        "finish": "subtle dewy sheen on forehead, cheeks, and nose",
        "eyes": "[light blue/green] matching the reference photo",
        "eyebrows": "structured, dark",
        "lips": "full, [nude-pink matte]",
        "expression": "sultry, confident model pout"
      },
      "hair": {
        "color": "[dark brown/black] matching the reference photo",
        "style": "sleek, tightly pulled back, center part",
        "finish": "wet look, polished"
      }
    },
    "outfit": {
      "coat": {
        "type": "[oversized blazer]",
        "color": "[matte black]",
        "material": "[wool blend]",
        "styling": "draped over shoulders like a cape"
      },
      "dress": {
        "type": "[corset mini dress]",
        "material": "[black satin and silk with sheer mesh waist panels]",
        "details": [
          "structured boning",
          "sheer mesh waist panels",
          "scoop neckline",
          "fitted silhouette"
        ]
      },
      "accessories": {
        "gloves": "[black leather wrist-length gloves]",
        "earrings": "[small chunky gold hoops]",
        "bag": "[minimalist black rectangular leather clutch]"
      }
    },
    "pose": {
      "body": "standing, weight shifted to one hip",
      "arms": "relaxed at sides",
      "hands": "holding clutch in right hand"
    }
  },
  "setting": {
    "background": "seamless studio background",
    "color": "[neutral light grey]",
    "vibe": "minimalist high-fashion editorial"
  },
  "lighting_and_composition": {
    "lighting_style": "dramatic spotlight and snoot lighting",
    "key_light": "focused on face and upper chest",
    "shadows": "soft vignetted edges, gentle drop shadow behind subject",
    "shot_type": "medium shot (mid-thigh up)",
    "camera_angle": "eye level, straight on"
  }
}