Social Media Post - Celebrity Image Database Prompt Structure

A full-bleed vertical athleisure fashion poster for the original overseas brand "{argument name="brand" default="KUMORA ACTIVE"}", designed as a premium 2x2 studio contact-sheet for the hero product "{argument name="product" default="STUDIO MOTION SET"}". Show the same adult female model, clearly over 20, in all four panels against a pure white seamless studio background with narrow white spacing between panels.

Panel layout: upper-left chest-up portrait; upper-right full-body motion pose; lower-left crouched floor pose; lower-right dynamic cropped jacket-lift pose. The four frames must feel like one continuous studio session. The model wears the same cohesive black-and-white set in every panel: black halter sport bra with white elastic band reading "{argument name="brand" default="KUMORA ACTIVE"}", wide black track pants with twin white side stripes, oversized cropped black shell jacket with subtle mesh panels and small white label, black curved-brim cap with tiny white K mark, and silver on-ear sport headset with circular earcups. Outfit, cap, headset, and identity stay fully consistent; only pose and jacket position change.

Expressions are calm, focused, and editorial: side glance in portrait, active standing pose, quiet direct crouch, wind-swept profile in the jacket-lift crop. Keep the headset visible in every frame. Use soft high-key studio lighting from the front upper left with gentle fill and subtle contact shadows only where needed. White background is the dominant field; black garments form the graphic structure; white trims and stripes create rhythm; the silver headset is the product highlight. Preserve detail in black fabrics: matte stretch bra, ribbed elastic band, white piping, nylon jacket sheen, mesh texture, cap stitching, woven label, and clean metal earcups.

Exact visible text only: small "{argument name="brand" default="KUMORA ACTIVE"}" near the top of each panel, and bold bottom-center title "{argument name="product" default="STUDIO MOTION SET"}" in black uppercase sans serif. No extra copy.

Negative constraints: no extra models, no identity drift, no mismatched outfit pieces, no missing headset, no broken hands or limbs, no chaotic panel geometry, no crushed black fabric, no plastic skin, no dirty floor, no harsh shadows, no real logos, no misspelled text, no typography over face or headset, no gym or street background, no props, no collage artifacts, no painterly drift.

{
  "vibe_title_en": "Marble Apathy",
  "master_prompt": "A cinematic, voyeuristic photograph of The Protagonist immersed in a surreal, impossibly dense archive of overlapping classical white marble busts. The image strictly mirrors the visual geometry of a claustrophobic crowd of statues pressing in, but is captured with high-budget practical effects and photographic realism. The subject exudes 'Haute Apathy'—a deadpan, neutral facial expression with heavy, relaxed eyelids, their posture limp but chic, casually leaning against a priceless marble head in extreme nonchalance. They wear a minimalist, stark black turtleneck that severely contrasts against the sea of white stone. Shot with a 200mm long focal length lens to aggressively compress the space. The composition is a 'Voyeuristic Glimpse', captured through a narrow, heavily out-of-focus gap between two foreground marble statues, framing the subject's face as if spying on a private moment. High-key, clean, soft studio lighting emphasizes the flawless, hyper-realistic finish of both the porous marble and the subject's natural skin texture. Shot on Hasselblad H6D-100c, Kodak Portra 160 film stock, capturing authentic micro-details, skin pores, stray hairs, and subtle marble dust suspended in the air. Absolutely no neon, no CGI look; pure analog photographic texture.",
  "meta": {
    "intent": "Surreal Avant-Garde Editorial",
    "priorities": "Foreground occlusion, heavy telephoto compression, textural contrast between skin and marble",
    "device_profile": "Medium Format Analog"
  },
  "frame": {
    "aspect": "4:5",
    "composition": "Voyeuristic framing heavily obscured by foreground elements",
    "layout": "Subject tightly framed and engulfed by dense surrounding objects",
    "camera_angle": "Eye-level from a distant, hidden vantage point",
    "tilt_roll_degrees": "0"
  },
  "subject": {
    "gender": "Female",
    "identity": "The Protagonist",
    "demographics": "Ageless, ethereal yet grounded",
    "face": "Neutral, deadpan with heavy, relaxed eyelids and sharp, graphic eyeliner",
    "hair": "Sleek, parted tightly down the middle",
    "body": "Relaxed, limp but chic posture",
    "expression": "Extreme nonchalance, 'too cool for the room' apathy",
    "pose": "Slumped shoulders, leaning effortlessly against a marble statue"
  },
  "wardrobe_accessories": {
    "garments": [
      {
        "item": "Turtleneck sweater",
        "material": "Fine merino wool",
        "color": "Stark matte black",
        "fit": "Form-fitting but relaxed"
      }
    ],
    "accessories": [
      {
        "item": "Graphic winged eyeliner",
        "color": "Vantablack",
        "material": "Matte makeup pigment",
        "brand_style": "High-fashion editorial"
      }
    ]
  },
  "environment": {
    "setting": "An infinitely dense, surreal archive of classical white marble busts",
    "surfaces": "Cold, smooth but porous white marble, subtle dust"

Elegant portrait of a young East Asian woman. She stands gracefully at night, looking at the camera with a gentle, confident smile, one hand lightly resting near the hem of her dress.

She wears a delicate light pink satin slip dress with thin straps and subtle lace detailing. Slim athletic body with a refined silhouette.

Nighttime outdoor setting near a softly lit fountain and classic architecture, warm golden bokeh lights in the background. Soft cinematic lighting, elegant and sensual atmosphere, classy fashion photography style, highly detailed skin and fabric texture, tasteful and sophisticated composition, SFW, 8k.

Highly stylish cinematic portrait of a young East Asian woman with hair styled in an elegant high bun. She stands in a graceful pose, head tilted upward with a serene expression, one hand resting on her hip.

She wears a deep burgundy velvet figure-skating leotard with intricate black lace embroidery, sheer mesh long sleeves, a high ruffled collar, and delicate ruffle details along the hips. Slim athletic body with elegant posture.

Clean minimal background with soft dramatic lighting that highlights the rich velvet texture and lace details. High-fashion editorial style, refined composition, luxurious fabric rendering, sharp focus, visually stunning and elegant atmosphere, 8k.

Photorealistic ultra close-up portrait of a young East Asian woman with soft dusty pink short hair styled in a loose side braid. She is looking at the camera with a gentle, warm smile.

She wears a light lavender knit sweater and small pearl earrings. Slim athletic body.

Soft indoor setting with warm natural lighting and a clean, slightly blurred background. Highly detailed skin texture, realistic fabric, sharp focus, elegant and natural portrait photography, 8k photorealistic.

Photorealistic upper-body close-up of a young East Asian woman. She is sitting on a large rock in a calm lake, looking slightly to the side with a soft, contemplative expression.

She wears a light dusty blue slip dress with thin spaghetti straps. Slim athletic body with natural skin texture.

Serene lake setting with gentle water reflections, soft overcast natural lighting, and blurred greenery in the background. Highly detailed skin, realistic fabric, sharp focus on the face and upper body, 8k photorealistic.