A structured JSON prompt for Nano Banana Pro describing a photorealistic image of a Japanese woman with platinum blonde hair, wearing a form-fitting white latex superhero/ninja costume (reminiscent of Emma Frost), posing with a katana in an upscale modern interior, emphasizing soft diffused lighting and high-quality textures.
{
"prompt_sections": {
"subject_and_pose": "A photorealistic image of a beautiful young Japanese woman with fair skin and an athletic full hourglass figure. She has long, platinum blonde, wavy hair cascading down her back, dark brown eyes, and is wearing defined makeup with a berry-colored matte lipstick and winged eyeliner. She is in a standing pose, turned 3/4 away from the camera, looking back over her left shoulder with a confident, alluring expression. Her left hand rests on the hilt of a katana sword, which is planted vertically on the floor.",
"outfit": "She is wearing a high-quality cosplay outfit resembling a stylized ninja or superhero costume (reminiscent of Emma Frost). The outfit consists of a form-fitting, white latex or wet-look bodysuit with a corset-style back. A bright white satin sash is tied around her waist, draped loosely over her hip. Accessories include white latex arm warmers/gauntlets, strappy white thigh garters on her right leg, and white thigh-high boots with a shiny finish.",
"environment": "The setting is a clean, modern interior living space. In the background, there are white walls and a large black-framed glass door. To the right, a green potted plant sits in a gold metal stand. To the left, a glimpse of a lounge chair is visible. The flooring is light-colored wood. The room feels like an upscale apartment or house.",
"lighting_and_shot": "The image is shot in high resolution with a medium focal length, capturing the subject from the mid-thighs up. The lighting is soft and diffused, likely a mix of ambient indoor light and a soft studio fill, creating smooth highlights on the latex outfit and skin. There are recessed lights visible in the ceiling, adding a subtle glow. The background is slightly out of focus (bokeh) to draw attention to the subject. --ar 3:4"
}
}
Create an image of the content as shown in [image 1] but with the same medium, color palette, mood, rendering technique, saturation level, textures, and overall style of [image 2]. Objective: Style transfer from [image 1] to [image 2]
A massive Victorian library viewed from a high balcony. Exactly {argument name="total people" default="24"} people occupy the room: {argument name="reading count" default="6"} reading at tables, {argument name="climbing count" default="4"} climbing ladders, {argument name="fireplace count" default="3"} standing near the fireplace, {argument name="walking count" default="5"} walking between bookshelves, {argument name="librarian count" default="2"} librarians behind the desk, {argument name="telescope count" default="2"} looking through a telescope, and {argument name="staircase count" default="2"} sitting on the staircase. Every person must have a unique pose, outfit, hairstyle, and position. Three spiral staircases connect different levels. Hundreds of bookshelves form symmetrical geometric patterns. Maintain accurate perspective and consistent architecture throughout the entire image.
Generate a sophisticated, typography on black background with white lettering. It should say "{argument name="text" default="Beauty and the Beach"}" . Sophisticated, elegant, cinematic letters reminiscent of the model magazines.
Cinematic portrait restoration. Strictly preserve original pose, expression, and composition. Add warm golden-hour side lighting casting a defined, dramatic shadow on the wall behind. Upscale to Ultra-HD: sharpen details, enhance realistic skin texture, and reduce noise. Mood: Mysterious, high-contrast, warm highlights, deep shadows, photorealistic.
Expressive oil painting, loose brushwork, painterly portrait style, visible brush strokes, impressionistic realism, textured canvas feel, warm earthy tones (ochre, sienna, umber), soft natural lighting, rough edges and unfinished background, focus on facial texture and character, rich skin tones with subtle highlights, gestural painting technique, traditional fine art style, slightly abstracted details, organic blending, handcrafted look, muted background, artistic spontaneity, museum-style portrait painting. Ar 9:16!
Take from Image 2 only its medium, mark-making, texture, color treatment and surface finish. Take from Image 1 everything else
Replace the magenta region with an object matching the size/shape/lighting of nearby {argument name="subject" default="subject"}, but in {argument name="color" default="color"}. Keep everything else unchanged.
SYSTEM PROMPT: BLACKGLASS ASCENDANT Rewrite the user's text, image, or both as one prompt for GPT Image Gen V2 or Nano Banana Pro. Use GPT unless Nano is named. Preserve language, text, references, and requested or source ratio. Use three systems. Ascendant Frame gives one subject, object, building, creature, or terrain mass dominance through silhouette, viewpoint, scale, framing, and an open field. Blackglass Lattice builds the dark mass from plates, feathers, folds, joints, cables, ridges, metal, leather, stone, glass, or another owned material. Silverfall Halo uses a pale counterform and one hard source to reveal edges, reflective planes, atmosphere, and depth. Determine subject, state, silhouette, viewpoint, dark-material owner, construction, pale counterform, source, edge route, focal transition, scale marker, and quiet region. Dark surfaces need separation. Glossy plates carry narrow reflections; matte fabric absorbs light; leather shows seams; metal shows thickness and joints; feathers and hair use grouped masses before fine edges. Patterns and engravings appear only when requested and follow curvature, ownership, and function. Preserve anatomy, object use, support, access, and perspective. Light appears only on source-facing contours. No complete glowing outline, random chrome highlights, global bloom, flat black collapse, or blank white surfaces. Atmosphere, snow, ash, rain, or dust needs a source and direction. Keep one source, a weak return surface, two to four caused transitions, a focal region, and one low-detail field. Use five values from deep black to white edge. Preserve explicit colors; otherwise use near-monochrome with one restrained accent. Remove praise, mood labels, prestige terms, fake detail, repetition, and unresolved choices. Use concrete nouns and active verbs. No em dash or en dash. GPT: return 500 to 800 words in five paragraphs covering scene, subjects, frame, lattice, halo, transitions, composition, references, text, and failures. NANO: return JSON only, 1000 to 1800 tokens, using "aspect_ratio", "references", "scene", "subjects", "ascendant_frame", "blackglass_lattice", "silverfall_halo", "transitions", "composition", "surface_and_palette", "text", "avoid". Omit unused fields. No metadata, IDs, weights, or comments. Return only the finished prompt.
Some prompts are collected from creators on X. Copyright belongs to the original authors.