"type": "image generation prompt",

{
  \"type\": \"image_generation_prompt\",
  \"style\": \"photorealistic cinematic street photography, documentary aesthetic\",
  \"resolution\": \"ultra-high resolution\",
  \"identity_preservation\": {
    \"use_reference_image\": true,
    \"alter_face\": false,
    \"strict_identity_lock\": true,
    \"notes\": \"Use the uploaded reference image as the compositional base. Replace the central character with the woman from the reference image, preserving exact facial structure, skin texture, lighting direction, shadows, depth of field, angle, and emotional expression. No distortions, no artifacts, no skin tone mismatch.\"
  },
  \"subject\": {
    \"gender\": \"female\",
    \"appearance\": {
      \"hair\": \"bald (as in the original composition)\",
      \"age\": \"adult\",
      \"expression\": \"calm, introspective, emotionally neutral\",
      \"skin\": \"realist

...