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Using REFERENCE_0 as the subject base, transform the casual desert snapshot into a full-body luxury fashion studio portrait. Replace the denim jacket, tank top, and shorts with a fitted strapless mini cocktail dress in {argument name="dress color" default="powder blue"} with ornate silver floral embroidery and exactly 2 geometric cutouts at the chest and upper waist. Change the setting to a clean seamless light-gray studio background with polished high-end editorial styling. Add 1 silver clutch with a thin chain strap in the subject's right hand and 1 pair of pointed silver high heels. Refine the pose into an elegant standing fashion pose with one hand near the face, keep the same person and hair identity, and apply soft cinematic luxury lighting with crisp 8K fashion-photography detail.

{ "prompt": "Cinematic film still, **extreme top-down MEDIUM shot**. The woman is positioned at the center of the frame, **looking directly up into the camera lens with intense eye contact**. Her figure is prominent and fills a significant portion of the frame. **Replicate the exact hairstyle, clothing, and accessories from the reference image faithfully.** She is sitting on the edge of the tallest skyscraper. The rooftop environment features rough concrete textures and chaotic steel structures. Far below, the blurred city buildings create a dizzying urban vertigo mood. **Dramatic warm natural daylight, high contrast, with sunlight reflecting in her eyes.** Muted industrial tones with visible film grain, Kodak Portra 800 aesthetic. Ultra-detailed, sharp focus on her face and eyes, 8K realism. --ar 3:4", "negative_prompt": "looking away, eyes closed, looking down, wide shot, tiny subject, person too small, changing hairstyle, different clothing, low quality, distorted face", "style": "high-fashion editorial, cinematic film still, analog film aesthetic", "camera": "Top-down medium shot, looking directly up at camera", "aspect_ratio": "3:4", "lighting": "natural daylight, high contrast, catchlights in eyes" }

A high-resolution, close-up editorial-style portrait of a young woman standing against a textured gray concrete wall, captured with direct on-camera flash that creates a raw, moody, high-contrast aesthetic. She is positioned slightly angled to the side with her head tilted back and chin lifted, giving an effortlessly cool, candid expression. Her face has a fair, smooth complexion with a natural sheen from the flash, soft rosy blush across the cheeks, minimal eye makeup, lightly defined brows, and glossy natural pink lips that are slightly parted, conveying a relaxed yet confident mood. Wispy strands of her dark brown hair fall loosely across her face, partially covering one eye, while the rest of her hair is pulled back into a low, casual style, enhancing the spontaneous, fashion-editorial feel. Her eyes look slightly upward and past the camera, adding to the detached, artistic vibe. She is wearing a loose-fitting white oversized T-shirt with bold red typography reading “CALIFORNIA” across the chest, along with smaller black text underneath, giving a casual streetwear aesthetic. Small, subtle stud earrings are visible, adding minimal detail without distracting from the overall look. The lighting is harsh and frontal, producing sharp shadows behind her on the wall and emphasizing skin texture, hair strands, and fabric folds, while the background remains simple and uncluttered. The color palette is muted and neutral—gray wall, white shirt, and red lettering—allowing the subject’s face and expression to remain the focal point. The overall atmosphere feels intimate, modern, slightly gritty, and effortlessly stylish, like a candid fashion snapshot captured at night with flash photography. Use this uploaded photo as the only and exact face reference. The generated image must use this same face exactly as shown, without any changes to identity, facial structure, or expression.