Hyper-Realistic Outdoor Portrait with Strict Face Lock

{
  "image_generation_prompt": {
    "style": "Hyper-realistic photograph",
    "subject": {
      "demographic": "Young woman",
      "pose": {
        "angle": "Slightly rear three-quarter angle",
        "posture": "Gracefully turning upper body and head toward camera, natural S-curve",
        "arms": "One arm raised gently holding hair, other arm resting naturally by side",
        "vibe": "Candid, effortless"
      },
      "face_and_identity": {
        "constraint": "Use uploaded photo as exact and only reference",
        "preservation": "100% facial structure, bone proportions, eyes, nose, lips, skin texture, natural asymmetry",
        "prohibitions": "No alterations, filters, or stylization",
        "expression": "Calm, subtly confident, slightly curious"
      },
      "hair": "Dark, straight, silky, tied in mid-height ponytail with loose front strands framing face",
      "outfit": {
        "top": "Fitted white backless crop top with short sleeves",
        "bottom": "Loose-fitting black pants sitting comfortably at the waist",
        "contrast": "Clean black-and-white"
      }
    },
    "environment": {
      "location": "Outdoors on a wooden deck beside a modern landscaped swimming pool",
      "elements": [
        "Lush green plants",
        "Small trees",
        "Calm reflective water",
        "Contemporary buildings faintly visible in distance"
      ]
    },
    "technical_details": {
      "lighting": "Natural soft daylight (late afternoon), even illumination, gentle highlights on cheekbones/shoulders/back, soft diffused light, no harsh shadows",
      "colors": "Fresh natural palette, greens, soft blues, warm wood tones, neutral clothing",
      "mood": "Serene, stylish, lifestyle-oriented, peaceful, effortlessly fashionable",
      "focus": "Natural anatomy, realistic skin texture, subtle highlights/reflections, photographic depth-of-field (editorial feel)"
    },
    "full_prompt_text": "A hyper-realistic photograph of a young woman standing outdoors on a wooden deck beside a modern landscaped swimming pool. Lush green plants, small trees, and calm reflective water surround her, with contemporary buildings faintly visible in the distance. She is captured from a slightly rear three-quarter angle, gracefully turning her upper body and head toward the camera, forming a natural S-curve in her posture. One arm is raised above her head, gently holding her hair, while the other arm rests naturally by her side, giving a candid, effortless feel. Face & Identity: Use the uploaded photo as the exact and only reference. Preserve the face 100%: facial structure, bone proportions, eyes, nose, lips, skin texture, and natural asymmetry. No alterations, filters, or stylization. Expression must remain calm, subtly confident, and slightly curious. Hair & Outfit: Dark, straight, silky hair tied in a mid-height ponytail, with loose front strands framing her face. She wear"
  }
}