
Reference Images:
I. Overall Objective Function: Based on the user-uploaded portrait reference, extract the person’s vibe, makeup style, lighting, and color characteristics, and create a unique, fashion-forward portrait collage. Differentiation: Preserve the subject’s facial structure and overall temperament without directly copying the reference. Makeup and composition should stay within the same stylistic family but include creative variations. II. Requirements for the Reference Image Reference Content: A clear front-facing or three-quarter portrait showing visible facial features, skin texture, and general lighting atmosphere. Key Elements to Extract: Skin tone, makeup intensity, main color palette, light direction, overall temperament, and clothing color accents. III. Composition and Output Main Shot: Generate a very close-up or close-up portrait where the head and shoulders occupy most of the frame. The gaze can follow the mood suggested by the reference. Collage Structure: Add multiple small collage images on the right side or in a corner. These may include a profile close-up, hand details, or makeup details to create a magazine-style layout. Background: Keep the background clean and simple—solid colors or subtle gradients—to highlight the subject and makeup. IV. Typography and Graphic Design Title: Place a large magazine-style title at the top. The typeface should be clean and strong, centered or upper-center aligned. Subtitles & Small Text: Add a few lines of small text at the side or bottom—keywords, name, date—aligned neatly with consistent font size. Geometric Elements: Add fine lines, slim rectangular blocks, or semi-transparent shapes around the subject, integrating them with text to reinforce the graphic layout. V. Style Inheritance Rules Color: Match the overall tone, contrast, and warm/cool mood of the reference. The main color should come from the most prominent makeup or clothing color in the reference. Lighting: Follow the reference image’s lighting direction and softness. If the reference uses soft light, keep it soft; if it has strong contrast, maintain some of that crispness. Makeup: Maintain the same style category as the reference (natural, bold, experimental, translucent, etc.) while adding subtle variations in eyeshadow, blush, or lip makeup. Atmosphere: Continue the emotional mood—cool, sweet, rebellious, mysterious, etc.—and reflect it in expression and pose. VI. Creative Variation Rules Makeup Adjustments: Add expressive tweaks within the same style, such as expanding the blush area, intensifying lip smudging, or adding freckles or highlight dots. Composition Adjustments: You may change the face angle, crop, or collage placements to ensure each output has its own composition. Accessories: Add minimalistic, design-forward accessories around the neck, ears, or hands. Colors should echo the main palette without copying the reference. Gesture Details: Introduce subtle hand gestures—touching the lips, cheek, or under the eye—to add personality and narrative. VII. Overall Texture and Post-Processing Clarity: Maintain visible skin texture and pores. Avoid excessive smoothing, but gently soften non-focus areas. Color Grading: Keep a unified color tone, reduce distracting secondary colors, and emphasize the main color plus a few accent colors. Emotional Expression: Adjust expression and gaze intensity based on the reference’s mood so the result keeps the original spirit but stands as its own piece. Use the user-uploaded photo as the style source and apply the above rules automatically when generating the artwork.

A bold illustrated portrait of the bearded man from the reference image, wearing oversized orange-tinted glasses. He is facing forward with a calm, confident expression. Hand-drawn ink illustration style with strong black linework and cross-hatching details. The face is overlaid on a textured collage of vintage newspaper clippings, creating a layered mixed-media look. Vertical paint drips in vibrant blue and orange run down across the portrait. Warm muted color palette, retro graphic design aesthetic, poster art composition, high contrast, contemporary pop-art meets vintage print style, ultra-detailed.'

{ "portrait_prompt": { "subject": { "description": "Based on <User Portrait>, a young woman with sultry seductive expression, gazing at camera with bedroom eyes and confident allure", "features": { "hair": "Natural flowing texture, slightly tousled, cascading over shoulders", "skin": "Natural clear skin with subtle blush, dewy luminous finish", "makeup": "Soft natural makeup with subtle peachy blush, nude glossy lips slightly parted", "expression": "Sultry seductive gaze, bedroom eyes, lips slightly parted, sensual alluring look, smoldering confident feminine energy, not innocent or melancholic" }, "pose": "Arms crossed over chest holding newspaper against body, hands gripping edges of newspaper, slight body twist, sensual body language" }, "attire": { "creative_element": "English newspaper used as makeshift top, held against chest with both arms crossed, covering torso artistically", "newspaper_details": "Vintage-style English newspaper with visible text columns, slightly crumpled, showing 'Cyber Monday' and financial headlines", "bottom": "High-waisted deep blue denim jeans, classic wash, visible at waist", "exposed_areas": "Bare shoulders, arms, and midriff visible between newspaper and jeans waistband" }, "composition": { "shot_type": "Medium shot, waist up", "focal_length": "85–105mm portrait lens", "aperture": "f/4–5.6, medium depth of field", "camera_angle": "Slightly high angle, camera above eye level looking down", "camera_height": "Above subject eye level", "framing": "Subject center-right, negative space on left, clean minimal composition", "aspect_ratio": "4:5 vertical (magazine cover format)" }, "lighting": { "setup": "Professional studio softbox lighting", "key_light": "Large softbox from front-left at 45 degrees, very soft diffused light", "fill_light": "Subtle fill to lift shadows, maintaining low contrast", "ratio": "Low lighting ratio (soft, even illumination)", "quality": "Extremely soft, no hard shadows, gradual falloff", "skin_rendering": "Smooth transitions, natural skin texture preserved, slight specular highlights" }, "color_palette": { "film_simulation": "PRO Neg Std (NS)", "style": "Fujifilm PRO Neg Std inspired color grading, desaturated muted tones, low contrast, professional studio base, neutral color science", "overall_tone": "Desaturated, grey-shifted, cool neutral", "tones": { "skin": "Natural but slightly cool, not warm", "background": "Pure neutral grey/off-white", "accent": "Deep denim blue as only saturated color", "newspaper": "Warm beige/cream, aged paper texture" }, "grade_notes": [ "Highlight roll-off: very soft, creamy", "Shadow tint: neutral to slightly cool", "Contrast curve: low contrast, flat editorial", "Saturation: significantly reduced, muted palette", "Skin texture preserved, not airbrushed" ] }, "environment": { "setting": "Professional photography studio", "background": "Draped fabric backdrop in muted neutral tones (soft grey, beige, or dusty rose), elegant flowing folds, Renaissance painting inspired, luxurious textile feel", "style": "Minimalist, no props or distractions, subject is sole focus" }, "mood": "Pensive elegance, vulnerable sophistication, editorial high-fashion, artful melancholy, quiet introspection", "style_reference": "High-end fashion magazine editorial, Korean/Japanese minimalist aesthetic", "technical_tags": [ "photorealistic", "studio photography", "fashion editorial", "medium depth of field", "soft studio lighting", "magazine quality", "professional portrait", "desaturated", "muted tones" ], "character_reference": "Based on user-uploaded character reference", "negative_prompt": "Harsh shadows, high contrast, saturated colors, warm orange tones, direct flash, hard lighting, busy background, props, over-processed skin, plastic look, smiling, cheerful expression, casual snapshot quality" } }

{ "prompt": "Portrait photography from above, the female from the reference photo, looking up directly at camera, both hands resting resting kneels, sitting or kneeling on concrete walk of fame in los angeles, wearing a white off-shoulder sleeveless top with ruffle details on sleeves with V deep necklace, red mauve lips, multiple gold and diamonds rings on fingers, small gold hoop earrings, gold chain with stone ruby necklace, fair skin with sun freckles, soft natural golden hour sunlight creating diagonal shadow on pavement, outdoor sidewalk setting, intimate close-up portrait, looking up at camera with soft neutral expression, iPhone style portrait photography, warm afternoon lighting", "negative_prompt": "indoor, studio lighting, heavy makeup, dark hair, side angle, full body, harsh shadows", "style": "natural portrait photography, golden hour outdoor, intimate close-up, social media aesthetic", "aspect_ratio": "3:4", "camera": { "type": "smartphone portrait or mirrorless camera", "angle": "high overhead angle looking down at subject looking up", "framing": "close-up portrait, head shoulders and hands visible" }, "lighting": { "type": "natural golden hour sunlight", "quality": "warm soft afternoon sun, diagonal light creating gentle shadow on concrete", "atmosphere": "warm outdoor natural light, intimate mood" }, "mood": "intimate, soft, natural, candid, warm, gentle", "color_palette": "long straight black, purple clothing, gold jewelry accents, warm skin tones, grey concrete, natural freckle tones", "subject_features": { "hair": "long black straight shoulder length, soft waves, middle parted, natural texture", "skin": "fair with natural freckles across nose cheeks and forehead, sun-kissed", "eyes": "light blue, large, looking directly up at camera, long dark lashes", "lips": "red mauve, soft full shape", "eyebrows": "natural dark brown, well groomed", "expression": "soft neutral, intimate, slightly pouty, direct eye contact", "freckles": "natural scattered freckles prominent across nose bridge, cheeks, forehead" }, "accessories": { "piercings": "small silver hoop on belly", "earrings": "small diamond spirals hoop earrings", "rings": "multiple gold and diamonds stacking rings on both hands fingers", "necklace": "delicate gold chain necklace with skull pendant" }, "wardrobe": { "top": "white off-shoulder sleeveless top, ribbed texture, ruffle frill details on sleeve cuffs, bare shoulders exposed," "bottom": "short denim miniskirt," }, "pose": { "position": "sitting or kneeling on ground of walk of fame in los angeles with gold star vip on the ground", "hands": "both resting on kneels", "gaze": "looking straight up at camera above" }, "setting": { "location": "outdoor walk of fame in los angeles", "background": "gold star on charcoal-colored terrazzo with diagonal sunlight shadow", "time": "golden hour, late afternoon" } }

I. Layout & Composition 1. Aspect ratio: Overall vertical 4:5 format 2. Layout: Four-panel collage, arranged in a 2×2 grid, borderless 3. Shot range: Close-up to extreme close-up, with the subject occupying a large portion of the frame; focus on shoulders, neck, and upper body 4. Angle: Primarily eye-level, with slight side turns and subtle upward/downward tilts; unified clean background II. Main Subject 1. The uploaded reference image is the primary and strict identity source 2. Consistency requirement: Zero deviation 3. Gender & aura: Young woman, combining cool restraint with a soft, sweet undertone; calm and composed 4. Facial features: Small oval face; delicate features; large round eyes; slim, straight nose bridge; full lips 5. Skin tone & texture: Fair with a soft pink undertone; smooth, translucent skin; soft-focus retouching while preserving highlight reflections 6. Gaze & expression: Moist, clear gaze; slightly unfocused, contemplative look; lips gently parted or softly pressed together III. Makeup & Hair Details 1. Base makeup: Lightweight and translucent; pronounced highlights on the center of the face and nose bridge 2. Blush: Large-area soft pink blush concentrated on the apples of the cheeks and extending across both sides of the nose bridge 3. Eye makeup: Clean, eye-enlarging effect; long, fine lashes; subtle aegyo-sal and light brown eyeshadow 4. Lip makeup: Glossy, mirror-like finish with a peach-pink to rose-pink gradient 5. Hairstyle: Long straight black hair, middle-parted and sleek against the scalp, falling straight down; a few strands diagonally sweeping across the cheeks and nose to form signature lines IV. Outfit & Props 1. Outer layer: Black loose-fit blazer with a subtle padded-shoulder structure 2. Inner top: White satin camisole or strapless top with soft gathers and a gentle sheen at the bust 3. Neck accessory: White semi-transparent tulle bow tie scarf with noticeable volume and softly glowing edges 4. Nails: Light blue-green nail polish, clean and elongating V. Four-Panel Pose Breakdown 1. Top-left: Body turned sideways with a look-back over the shoulder; head tilted toward the left-back direction; gaze directed at the camera; lips slightly parted 2. Top-right: Right hand supporting the face or resting at the temple; fingertips touching the temple area; gaze angled slightly to the side; relaxed, languid expression 3. Bottom-left: Body leaning slightly forward; shoulders lifted; head lowered briefly before lifting the eyes toward the camera; expression softer and more gentle 4. Bottom-right: One hand raised near the lips, fingers softly gathered; knuckles touching in front of the lower lip; direct frontal gaze; emotion more innocent and restrained VI. Lighting, Tone & Texture 1. Lighting: Bright, soft studio lighting; large frontal soft light as the main source; extremely shallow shadows 2. Texture: Overall creamy, soft-matte finish; pronounced highlights on skin and lips; slightly diffused edges 3. Color tone: Cool white background paired with pale pink skin tones and black-and-white styling; clean, high-end editorial magazine aesthetic

{ "Prompt": "Platinum blonde long hair, jelly lips, commercial photo style", "Aspect_ratio": "4:9", "Direction": "Vertical", "Image_Type": "Playforge photo, realistic full-body portrait", "Resolution": "8K", "Quality_Level": "Ultra-High", "Subject": { "Identity": { "Type": "Korean INS pure internet celebrity style", "Halo": "Strong idol image, cute, playful, flirtatious" }, "Pose": { "Facing_the_Camera": "Facing forward", "Head_Position": "Slightly tilted", "Hand_Gesture": { "Gesture_Type": "Hand pose", "Position": "Both hands at chest level", "Interaction": "Left hand index finger extended pointing to one side, right index finger lightly touching the palm and fingers of the left hand" } }, "Expression": { "Eyes": { "Left_Eye": "Round doe eyes, gentle gaze, obvious eye bags", "Right_Eye": "Round deer-like eyes, gentle gaze, prominent under-eye bags", "Gaze": "Facing the camera directly" }, "Mouth": "Jelly-like mirror-finish lip gloss, calm gentle smile", "Emotion": "Playful, teasing, approachable", "Facial_Features": { "Ethnicity": "East Asian", "Face_Shape": "Oval, egg-shaped", "Skin": { "Type": "All-natural", "Base_Color": "Fair, neutral warm", "Texture": "Smooth, delicate, slight sheen" }, "Beauty_Marker": { "Location": "Exact center of the forehead", "Size": "Super mini, subtle accent" } } }, "Hair": { "Color": "White gold", "Style": "Straight", "Detail": "Loose, slightly messy strands falling on both sides of the face" }, "Makeup": { "Hair": { "Color": "Platinum blonde", "Condition": "Not a single strand of black hair", "Diameter": "Thick" }, "Eyelashes": "Thick, curly", "Eyeliner": { "Color": "Dark gold", "Style": "Slightly upturned outer corner" }, "Blush": "Peach pink soft-focus blush", "Overall_Finish": "Clean idol makeup, dewy translucent finish, highly refined" }, "Hands_and_Nails": { "Hand_Focus": true, "Nail_Shape": "Long and pointed", "Nail_Design": { "Base_Color": "Light pink", "Decoration": [ "Sparkling rhinestones", "Silver glitter on the tips" ] } } }, "Body": { "Figure": "Tall", "Details": { "Type": "Perfect S-curve, visible collarbones through clothing", "Limbs": "Long slender supermodel proportions", "Bust": "Normal", "Waist": "Slim", "Hips": "Wide hips, rounded buttocks" } }, "Clothing": { "Top": { "Color": "White", "Style": "Long-sleeved turtleneck", "Size": "Fitted, Size S", "Material": "Thin wool", "Texture": "Dense fabric texture", "Details": { "Type": "Knitted Suzhou embroidery", "Font": "Handwritten Small Seal Script", "Text": "PF", "Size": "Very small, 1:300 scale", "Color": "Light color" } }, "Bottoms": { "Color": "Warm white", "Style": "Suit trousers", "Size": "Slim-fit, Size S", "Material": "Polyester", "Texture": "Dense fabric, medium thickness", "Details": { "Type": "Belt buckle", "Font": "Handwritten Small Seal Script", "Text": "PF", "Size": "Very small, 1:300 scale", "Color": "Light color" } }, "Shoes": { "Color": "Light color", "Brand": "Valentino", "Style": "Haute couture d'Orsay stilettos, pointed toe, cutaway sides, red sole" } }, "Camera": { "Shot_Type": "Full-body shot", "Framing": "Head to toe", "Focus": { "Main": ["Head", "Body"], "Depth_of_Field": "Very shallow" }, "Camera_Parameters": { "Camera": "Hasselblad XCD", "Focal_Length": "85mm (full-frame equivalent)", "Maximum_Aperture": "f/2.5" }, "Lens_Effects": "Natural facial perspective, no distortion", "Lighting": { "Type": "Soft warm butterfly lighting", "Effects": "Even skin lighting, soft highlights, no harsh shadows" }, "Background": { "Style": "PlayForge commercial photography, VSC community", "Color": "Soft pink to off-white gradient", "Texture": "Delicate dreamy bokeh" } }, "Rendering_Style": { "Detail_Level": "Maximum", "Skin_Rendering": "Transparent, realistic", "Cinematic_Texture": "Soft light, soft focus, dreamy atmosphere, subtle film texture", "Clarity": "Ultra-clear 8K" }, "Atmosphere": { "Mood": [ "Cute", "Intimate", "Expressive", "Eyes mix danger and affection", "Soft sweetness with hidden cold indifference" ], "Overall_Feel": "High-end idol advertising portrait, sweet yet subtly dangerous" }, "Face_Lock_Parameters": [ "Face identity locked: 1.35", "Face proportion stability: 1.30", "East Asian idol facial structure locked: 1.30", "Eye spacing and symmetry: 1.25", "Nose shape consistency: 1.25", "Lip shape consistency: 1.20", "No facial distortion: 1.35", "No facial drift: 1.35", "No age shift: 1.25", "No gender ambiguity: 1.20", "No facial asymmetry: 1.25", "No expression distortion: 1.20", "High intergenerational identity consistency: 1.30" ], "Negative_Prompt": [ "Extra fingers", "Missing fingers", "Merged fingers", "Deformed fingers", "Mutant hands", "Asymmetrical hands", "Incorrect finger anatomy", "Bad nails", "Broken nails", "Missing nails", "Uneven nails", "Distorted nail shapes", "Short nails", "Thick nails", "Plastic nails", "Low hand anatomy precision", "AI-generated hands", "Low resolution", "Blurry", "Overexposure", "Underexposure", "Plastic skin", "Wax skin", "Flat lighting" ] }

{ "generation_manifest": { "system_directives": { "output_version": "5.0_UltraDetail", "canvas_parameters": { "aspect_ratio": "3:4", "compositional_style": "High-Fashion Cinematic Surrealism", "fidelity_target": "Anatomical_Identity_Lock" } }, "subject_node": { "biometrics": { "identity_anchor": "female from reference photo", "facial_configuration": { "feature_retention": ["Eyes", "Nose", "Mouth"], "alignment_logic": "Symmetrical_Proportional_Integrity", "expression_profile": "Serene_Calm_Innocent" }, "dermatology_rendering": { "surface": "Flawless_White_Porcelain", "finish": "Radiant_Luminous", "pigmentation": "Subtle_Natural_Blush", "makeup_logic": "Minimalist_Bare_Aesthetic" }, "follicle_dynamics": { "base_color": "Long_Blonde", "primary_state": "Neatly_Tied_Back", "secondary_state": "Loose_Strands_Peripheral_Framing" } }, "geometry_and_pose": { "framing": "Upper_Torso_Facial_Focus", "visibility": "Bare_Shoulders_Exposed", "posture": "Graceful_Static" } }, "optics_and_lighting_rig": { "camera_telemetry": { "angle_vector": "90_Degree_Top_Down_Overhead", "lens_characteristic": "Soft_Focus_Expressive", "perspective": "Surreal_Dreamy" }, "lighting_architecture": { "primary_source": "Soft_Direct_Natural_Sunlight", "shadow_mapping": { "geometry_patterns": ["Vertical_Artistic", "Gridded_Mesh"], "projection_surface": ["Facial_Planes", "Clavicle", "Shoulders"], "contrast_ratio": "Low_Soft_Diffused" } } }, "atmospheric_meta": { "tonality": "Pure_Graceful_Atmospheric", "chroma_profile": "Gentle_Naturalistic", "emotional_layer": "Tranquility_Innocence" } } }

{ "prompt_structure": { "subject": { "appearance": "Young woman with long, wavy hair and a radiant, joyful expression featuring a wide smile.", "pose": "Seated on a electric fuchsia arcade motorcycle game, leaning slightly forward with hands on the handlebars, body angled in profile while turning head to face the camera making visible clearly her fit curvaceous low back." }, "attire": { "top": "Strapless red knit crop top with deep V neckline featuring distressed/ripped texture and a decorative buckle strap across the chest.", "bottoms": "Matching tight white latex shorts.", "accessories": "Visible white Dolce & Gabbana waistband with black logo text peering above the shorts." }, "environment": { "location": "Indoor amusement arcade.", "foreground": "Bright electric yellow 'SUPER KEOR BIKES' arcade racing cabinet with a realistic motorcycle seat and dashboard.", "background": "Blurry array of other arcade machines, including game screens and a neon sign reading 'Ready to Play?.", "lighting": "Vibrant, high-contrast arcade lighting with dominant orange LED strips outlining the machines and cool electric blue ambient light in the background." }, "style": { "aesthetic": "Energetic, playful, and vibrant.", "color_palette": "Saturated red and pink (outfit), neon orange, electric blue, and deep shadows.", "photography_style": "Medium shot, high-flash or bright environmental lighting, sharp focus on the subject with a shallow depth of field background." } } }

Ultra-realistic cinematic medium close-up portrait of the reference person, slightly turned to the side while looking toward the camera. Wearing a black turtleneck and dark jacket, modern and minimalist fashion style. Deep blue background with a smooth gradient, combined with contrasting magenta and blue lighting. Strong blue light coming from one side and magenta light from the opposite side, both colors reflecting clearly on the face and skin, creating a dramatic color contrast. High-end editorial lighting, sharp focus, realistic skin texture, cinematic mood, shallow depth of field.