Ai fashion imagery for natural skin

Ed McCulloch

Ed McCulloch

This project explores a new approach to AI portrait generation — treating prompts not as loose descriptions, but as structured design tools. By building each image through carefully engineered JSON prompt templates, I was able to control lighting, realism, skin texture, clothing style, and character mood with far greater precision than traditional text prompting allows.
The goal was to merge cinematic photography, naturalistic skin rendering, and athletic-focused styling into a unified visual identity. Each image reflects a balance of realism and refinement, built through structured prompt craft rather than chance.
The Problem
The problem with most ai is that is does not leave pores or imperfections. Leaving unrealistic skin. I am looking to produce natural looking skin as if it has been retouched. 
This is why I was approached this project looking at new ways to edit ai imagery.
The Workflow
Using Weavy you can use Jsons to create prompts, think of this as code talking to code. these Jsons were made using ai to adee imperfections to the skin.
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Posted Dec 8, 2025

Creating ai fashion imagery in weavy using Json prompts.