Hyper-realistic Image Generation Prompt | HowToWritePrompt

📐 Structured Prompt Anatomy

• Subject Definition: { "generation_parameters": { "global_metadata": { "aspect_ratio": "3:4", "style_preset": "Luxury Fashion Photography", "aesthetic_target": "Douyin-Influencer / Modern Editorial", "color_profile": "High Saturation / Vivid" }, "subject": { "identity_fidelity": { "primary_likeness": "{argument name="celebrity likeness" default="Ana de Armas"}", "constraints": "Strictly preserve original facial features; no AI-morphing" }, "physique": { "pose": "Seated sideways on a stone balustrade; diagonal orientation", "modifications": "Enhanced bust silhouette; deep V-neckline focus" }, "cosmetics_douyin_style": { "skin": "Luminous 'glass skin'; localized high-shine highlighter", "eyes": "Pinkish-red eyeshadow; individual manga-style lash clusters", "lips": "High-gloss cherry-red finish; defined borders" }, "hairstyling": { "base": "Long, straight auburn hair; high-gloss finish", "arrangement": "Half-up ponytail; dual face-framing strands", "accents": "Gold-toned hair clips; delicate metallic beads" } }, "apparel_system": { "primary_garment": { "item": "Sleeveless mini dress", "color": "{argument name="dress color" default="Deep Burgundy"}", "material": "Velvet with subtle leopard-print texture", "architecture": { "top": "Halter neck; deep V-plunge; open back", "bottom": "Layered ruffled hem; high-volume texture" } }, "footwear": { "item": "Knee-high boots", "color": "Matching Burgundy", "finish": "Sleek/Polished" } }, "environment_architecture": { "setting": "European Classical Villa Terrace", "foreground": "Weathered stone balustrade (diagonal)", "midground": "Old stone castle masonry (right-side frame)", "background": { "landscape": "Green valley panorama; mist-covered mountain range", "foliage": "Manicured lawn; flowering garden shrubs" } }, "optical_settings": { "camera_angle": "Eye-level; slight side-profile", "framing": "Medium shot (head to knees)", "lighting": "Natural bright sunlight; front-side 45-degree angle", "lens_characteristics": "Shallow depth of field; circular bokeh; sharp subject-to-background separation" } } }, Medium three-quarter profile shot with natural posture, captured on Nikon Z9 with NIKKOR Z 58mm f/0.95 S Noct lens, Soft overcast diffused daylight through a north-facing studio window, authentic skin micro-textures, true-to-life surface physics, ultra-detailed editorial photography


• Framing & Shot Type: High-angle overhead view (High angle looking down with structured background framing)


• Optics & Focal Intent: 70-200mm telephoto compressed lens at f/8.0 deep edge-to-edge clarity across all focal planes


• Lighting Atmosphere: Soft overcast diffused daylight through a large north-facing window


• Color Grading: Clean high-key commercial color grade with vibrant true-to-life tones


• Model Constraints: Preserves natural skin texture; avoids oversaturated smoothing.