Editorial Garment Placement Lifestyle Shoot

{
  "task_configuration": {
    "type": "GENERATE",
    "sub_type": "lifestyle_product_integration",
    "reference_logic": "STRICT_PRODUCT_PRESERVATION",
    "aesthetic": "cinematic_editorial_photograph"
  },
  "subject_definition": {
    "model": {
      "demographic": "[white American female]",
      "appearance": "natural, elegant features",
      "visibility": "full body standing, face and hair clearly visible and in sharp focus"
    },
    "garment_constraints": {
      "source": "input_reference_image_product",
      "preservation_rules": [
        "exact design and silhouette",
        "exact fabric texture and drape",
        "exact color and pattern match",
        "exact stitching and hardware details"
      ],
      "modification_permission": "NONE"
    },
    "pose": {
      "style": "natural lifestyle relaxed pose",
      "orientation": "facing camera at a slight three-quarter angle to showcase the product"
    }
  },
  "environment_definition": {
    "location": "[upscale sunlit outdoor urban street]",
    "contextual_logic": "environment thematically complements the style of the clothing from the reference photo",
    "realism": "photorealistic on-location setting",
    "atmosphere": "warm natural daylight"
  },
  "composition_and_layout": {
    "framing_principles": [
      "golden ratio composition",
      "balanced editorial framing"
    ],
    "shot_scale": "wide full-body shot",
    "margins": {
      "top_margin": "ample headroom above hair",
      "side_margins": "balanced negative space"
    },
    "depth": "shallow depth of field with creamy background bokeh"
  },
  "lighting_and_optics": {
    "quality": "cinematic natural light",
    "source": "golden hour diffused sunlight",
    "shadows": "soft subtle directional shadows adding dimension",
    "lens_characteristics": "85mm f/1.4 prime lens look"
  },
  "material_and_texture": {
    "product_rendering": "exact match to reference photo texture and sheen",
    "skin_rendering": "natural photorealistic skin texture with visible pores"
  },
  "constraints_and_prohibitions": {
    "must_not_alter": [
      "product identity",
      "fabric pattern",
      "cut and fit"
    ],
    "must_not_crop": [
      "model head",
      "model feet",
      "top of hair"
    ],
    "must_not_use": [
      "studio seamless backdrop",
      "harsh direct flash",
      "distorted wide-angle perspective"
    ]
  }
}