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{
  "task_configuration": {
    "type": "GENERATE",
    "sub_type": "commercial_lifestyle_photograph",
    "reference_logic": "STRICT_GARMENT_PRESERVATION_FROM_REFERENCE_PHOTO",
    "aesthetic": "high_end_fashion_campaign",
    "output_quality": "photorealistic commercial lookbook"
  },
  "subject_definition": {
    "identity": {
      "demographic": "[white American female model]",
      "physique": "fit, toned",
      "appearance": "approachable, naturally beautiful, effortless styling"
    },
    "skin_and_features": {
      "realism_rule": "macro-level authentic skin texture without artificial smoothing or plastic filters",
      "texture_details": [
        "visible fine pores",
        "subtle natural skin highlights and subsurface scattering",
        "soft fine lines around eyes and mouth",
        "subtle freckles across bridge of nose and cheeks"
      ],
      "makeup": "no-makeup makeup look, hydrated natural lips, groomed brows"
    },
    "attire_constraints": {
      "source": "garment from the reference photo",
      "preservation_rules": [
        "exact color tone, print, and pattern alignment",
        "identical fabric weave, seams, and tactile texture",
        "exact stitching, zippers, buttons, and hemlines",
        "true-to-life fit, drape, and silhouette on the body"
      ],
      "modification_permission": "NONE"
    },
    "pose": {
      "framing": "full-body standing shot",
      "style": "relaxed, confident, natural posture",
      "orientation": "facing the camera to fully showcase garment front"
    }
  },
  "environment_definition": {
    "location_type": "outdoor urban sidewalk",
    "specific_context": "[outside a stylish cafe or artisan boutique building facade]",
    "contextual_logic": "architectural tones and street textures harmoniously complement the reference clothing",
    "atmosphere": "chic, contemporary city morning",
    "background_elements": [
      "textured brick or stone facade",
      "curated potted greenery",
      "clean concrete pavement"
    ]
  },
  "composition_and_layout": {
    "camera_principles": [
      "commercial fashion catalog framing",
      "subject aligned with golden ratio",
      "eye-level perspective"
    ],
    "framing_scale": "wide full-length shot from head to toe",
    "spatial_margins": {
      "top_margin": "generous negative space above head for editorial cropping",
      "side_margins": "balanced horizontal framing",
      "bottom_margin": "clear ground space beneath shoes"
    }
  },
  "lighting_and_optics": {
    "source": "natural daylight",
    "quality": "soft open shade or diffused morning sunlight",
    "color_temperature": "clean neutral with subtle warm highlights",
    "shadows": "soft, gentle falloff creating realistic depth without high contrast"
  },
  "constraints_and_prohibitions": {
    "must_not_render": [
      "airbrushed or plastic skin textures",
      "altered garment design or shifted colors",
      "studio backdrops or artificial lighting rigs",
      "stiff exaggerated poses"
    ]
  }
}

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