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{
  "description": "Candid lifestyle photograph of the same model from the reference photo wearing the exact same [olive short dress] with identical neckline, waist seam, and fit. Styled casually with a [chunky off-white knit cardigan] draped naturally over the shoulders or worn open, paired with [clean white sneakers]. Setting is outdoors in a relaxed environment such as [a park bench, café terrace, or shaded sidewalk area], captured spontaneously like a real mid-day moment.",
  "appearance": "Preserve the model's exact facial identity, body proportions, and hair from the reference photo. Hair is loose and gently tousled by the breeze. Minimal, natural makeup with authentic visible skin texture. Calm, relaxed, and content facial expression.",
  "pose": "Unscripted candid pose, such as [walking with a takeaway coffee cup, sitting casually on a bench, or standing while adjusting the cardigan]. Avoid stiff posing or strict symmetry; capture effortless motion or casual stillness.",
  "lighting": "Soft natural daylight on an overcast day or open shade. No harsh direct sun or harsh dark shadows. Balanced neutral tones with gentle highlights across skin and knit fabric.",
  "environment": "[An outdoor urban park or quiet café street] with softly blurred greenery and architectural details in the background. Neutral warm color palette with beige, olive, and muted gray tones.",
  "camera": "Full-body vertical framing or 3/4 mid-length candid shot, eye-level angle, slightly off-center composition with natural breathing room. Shallow depth of field for realistic background separation.",
  "style": "Authentic e-commerce lifestyle editorial photography. Clean, sharp details with natural filmic warmth and realistic candid imperfections.",
  "negative_prompt": [
    "different model",
    "distorted facial features",
    "direct harsh sunlight",
    "studio backdrop",
    "stiff commercial pose",
    "glossy skin airbrushing",
    "missing cardigan",
    "missing sneakers"
  ]
}

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