What visual goals is this prompt best for?

Portrait studies, beauty concepts, and tightly framed editorial references. Reference-image workflows where identity, product shape, or silhouette should survive the restyle. Structured prompt workflows where the first pass should already have a usable composition.

What common mistakes should be avoided when using this prompt?

Ignoring the recommended 3:4 crop on the first run. The prompt's composition cues were written for that frame. Using a muddy reference image and expecting the prompt to repair identity, silhouette, or packaging structure on its own. Dropping the lighting or backdrop cues too early. Those clauses usually carry most of the mood and depth.

What are the recommended aspect ratio and settings?

Recommended aspect ratio is 3:4 using Nano Banana Pro. Negative prompt filters include: ugly, deformed, low quality, blurry, text, watermark, worst quality, low res.

Prompt Showcase/Copy this Nano Banana Pro reference-guided prompt to create fashion...

Verified Prompt Recipe

Nano Banana pro via httpwondash prompt...

Ratio 3:4Image-to-Image

Creator Reference:@Liperoo

Original Post

Copy this Nano Banana Pro reference-guided prompt to create fashion...

Copy this Nano Banana Pro reference-guided prompt to create fashion portraits with fashion-forward styling and fashion detail. Best in 3:4 framing.

Master PromptClick to select all

Nano Banana pro via http://wonda.sh prompt: { "meta": { "camera": "iPhone 17 Pro (front camera)" }, "scene": { "location": "window", "time": "sunset" }, "subject": { "identity": "Emma Myers", "pose": { "position": "standing near window", "back": "arched naturally", "torso": "slight twist", "hips": "shifted back", "legs": "one bent", "feet": "bare on floor" }, "expression": "soft distracted look", "outfit": "oversized shirt slipping slightly off back", "details": { "nails": "French manicure", "toes": "French pedicure" } } }

Optimal Generation Parameters

Aspect Ratio

3:4

ModelNano Banana Pro

Aesthetic KeynotesFashion, Reference-Guided

#portrait #man #retro #fashion

Test & Generate with GPT Image 2

Prompt tokens and APIMart GPT Image 2 are pre-loaded. Customize or click generate.

Copy this Nano Banana Pro reference-guided prompt to create fashion...

Nano Banana 2

Creative Blueprint & Recipe Breakdown

How to Master & Adapt This Visual

Professional prompts rely on modular tokens. Use this recipe breakdown to swap subjects, control studio lighting, and eliminate common AI artifacts.

Prompt Variables Blueprint (What to Customize First)

Iterate on one variable group at a time to maintain stylistic consistency:

1Change the subject block first: { "meta": { "camera": "iPhone 17 Pro (front camera)" }, "scene": { "location": "window", "time": "sunset" },...

2Adjust the mood through light and backdrop cues: { "meta": { "camera": "iPhone 17 Pro (front camera)" }, "scene": { "location": "window", "time": "sunset" },...

3Keep the finish constraints aligned while you test variants: { "meta": { "camera": "iPhone 17 Pro (front camera)" }, "scene": { "location": "window", "time": "sunset" },...

3 Style Recipes

Swap the subject, keep the frameRecipe #1

Replace { "meta": { "camera": "iphone 17 pro (front camera)" }, "scene": { "location":... with your own subject while leaving the camera and composition cues intact.

Retune the mood, not the structureRecipe #2

Keep the subject block, then rewrite { "meta": { "camera": "iphone 17 pro (front camera)" }, "scene": { "location":... to move the image into a new lighting setup.

Push the restyle with a cleaner referenceRecipe #3

Start from a sharper or more contrasty source image, then edit finish descriptors only after subject preservation is stable.

Production Quality Guide: Best Use vs. Pitfalls

Ideal Use Cases (Where it Shines)

•Portrait studies, beauty concepts, and tightly framed editorial references.
•Reference-image workflows where identity, product shape, or silhouette should survive the restyle.
•Structured prompt workflows where the first pass should already have a usable composition.
✓Start with a sharp reference image. This prompt is written to preserve source identity, silhouette, or product structure before stylization.
✓Use 3:4 on the first run, then test alternate crops after the base composition is working.
✓Lock the environment before fine styling changes: { "meta": { "camera": "iPhone 17 Pro (front camera)" }, "scene": { "location": "window", "time": "sunset"...

Pitfalls to Avoid (Common Mistakes)

!Ignoring the recommended 3:4 crop on the first run. The prompt's composition cues were written for that frame.
!Using a muddy reference image and expecting the prompt to repair identity, silhouette, or packaging structure on its own.
!Dropping the lighting or backdrop cues too early. Those clauses usually carry most of the mood and depth.
✕Skip if: You need a wide environment shot or multiple subjects competing for attention in the same frame.
✕Skip if: You need to begin with a radically different crop than 3:4 instead of honoring the existing composition hints.
✕Skip if: Your reference image is low-resolution, badly lit, or cluttered enough to break subject preservation.

Technical Analysis & How This Prompt Works

Copy this Nano Banana Pro reference-guided prompt to create fashion portraits with fashion-forward styling and fashion detail. Best in 3:4 framing. Built...

Use a clean reference image with obvious subject edges and readable facial or product details before you start changing the styling. Keep the generator on 3:4 for the closest match. The mood is anchored by { "meta": { "camera": "iphone 17 pro (front camera)" }, "scene": { "location": "window", "time": "sunset"...

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