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{
  "image_generation_prompt": {
    "subject": {
      "description": "Young woman in a high-fashion studio pose, maintaining exact identity from the reference photo",
      "identity_lock": "Keep exact facial features, bone structure, eye shape, and proportions identical to the reference photo",
      "pose": {
        "body_position": "on hands and knees on studio floor",
        "torso": "leaning forward at a low angle, spine naturally arched",
        "hips": "raised slightly above shoulder level, natural alignment",
        "legs": "knees resting on floor, lower legs angled backward",
        "arms": {
          "front_arm": "extended forward on floor with relaxed hand and naturally spread fingers",
          "rear_arm": "bent at elbow with hand raised near face"
        },
        "head": "tilted slightly downward and forward toward camera",
        "gaze": "directly at camera, intense editorial expression",
        "expression": "subtly parted lips, calm focused look"
      }
    },
    "hair": {
      "rule": "Match hair color and texture from the reference photo",
      "style": "long straight hair falling forward over shoulders and onto floor",
      "details": "individual strands visible, subtle separation, realistic sheen"
    },
    "face": {
      "rule": "Exact match to the reference photo",
      "eyes": "sharp focus, natural catchlights, identical eye color to reference photo",
      "skin": "authentic skin texture with visible micro-pores, natural unretouched finish",
      "lips": "natural texture, slightly parted"
    },
    "attire": {
      "outfit": {
        "top": "[black fitted top with thin straps, matte fabric]",
        "bottom": "[black short skirt with soft layered texture]",
        "legs": "[sheer black tights with subtle sheen and realistic stretch]",
        "footwear": "[glossy black high heels]"
      },
      "accessories": {
        "neck": "[thin black choker]",
        "wrists": "[subtle black textured cuffs]",
        "headpiece": "[minimalist black decorative headband]"
      },
      "fabric_details": "natural fabric folds, tension lines, and soft contact shadows"
    },
    "environment": {
      "setting": "professional photography studio",
      "background": "[smooth seamless gradient backdrop, soft muted purple fading to neutral gray]",
      "floor": "clean matte studio floor with soft contact shadows and subtle reflections"
    },
    "lighting": {
      "setup": "editorial 3-point studio lighting",
      "key_light": "soft diffused key light from front slightly above eye level",
      "fill_light": "low-intensity fill preserving shadow depth",
      "rim_light": "subtle rim light separating silhouette from backdrop"
    }
  }
}

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