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Outfit Swapping Workflow with Reference Images

A description of a workflow using Gemini 3 and Nano Banana Pro to maintain character identity while iteratively swapping outfits. The initial prompt changes the clothing based on a reference image, and subsequent iterations use the newly generated image as the base for further outfit changes.

Prompt

I started with two reference images and a simple first prompt:
" Change the clothes of the woman to the {argument name="new outfit" default="yellow and green outfit"}, keep her face the same" 

Once I had that result, I reused the generated image as the new base. 
I added a fresh outfit reference and kept the prompt structure identical, only changing the outfit name:

"Change outfit to [NAME] outfit"

Images

Prompt source
Updated
Feb 3, 2026
Source
X Post
Try upstream
License

CC BY 4.0. Prompt pages keep the original attribution and source links from the upstream gallery records stored in the database.

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