
Cozy Winter Train Portrait
Prompt
How This Prompt Works
straight hair worn loose, tucked slightly under a winter hat. Best in 3:4. Built for reference-image workflows.
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 { "image_prompt": { "reference": { "face_identity": "uploaded reference image", "identity_lock": true,...
Best Settings
- Recommended Aspect Ratio
- 3:4
- Recommended Style
- Photorealistic, Cinematic, Moody, Fashion
- Negative Prompt
- ugly, deformed, low quality, blurry, text, watermark, worst quality, low res
- Recommended Model
- Nano Banana Pro
What to Change First
- ✓Change the subject block first: { "image_prompt": { "reference": { "face_identity": "uploaded reference image", "identity_lock": true,...
- ✓Adjust the mood through light and backdrop cues: { "image_prompt": { "reference": { "face_identity": "uploaded reference image", "identity_lock": true,...
- ✓Keep the finish constraints aligned while you test variants: { "image_prompt": { "reference": { "face_identity": "uploaded reference image", "identity_lock": true,...
Before You Generate
Note 1
Start with a sharp reference image. This prompt is written to preserve source identity, silhouette, or product structure before stylization.
Note 2
Use 3:4 on the first run, then test alternate crops after the base composition is working.
Note 3
Lock the environment before fine styling changes: { "image_prompt": { "reference": { "face_identity": "uploaded reference image", "identity_lock": true,...
Best For
- Portrait studies, beauty concepts, and tightly framed editorial references.
- Reference-image workflows where identity, product shape, or silhouette should survive the restyle.
- Cinematic, mood-first outputs where light direction carries a lot of the final image quality.
Skip This Prompt If
- You need a wide environment shot or multiple subjects competing for attention in the same frame.
- You need to begin with a radically different crop than 3:4 instead of honoring the existing composition hints.
- Your reference image is low-resolution, badly lit, or cluttered enough to break subject preservation.
Mistakes to Avoid
- 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.
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3 Ways to Adapt This Prompt
Use these as safe starting edits so you keep the prompt's structure while still making it your own.
Swap the subject, keep the frame
Replace { "image_prompt": { "reference": { "face_identity": "uploaded reference image",... with your own subject while leaving the camera and composition cues intact.
Retune the mood, not the structure
Keep the subject block, then rewrite { "image_prompt": { "reference": { "face_identity": "uploaded reference image",... to move the image into a new lighting setup.
Push the restyle with a cleaner reference
Start from a sharper or more contrasty source image, then edit finish descriptors only after subject preservation is stable.
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