Capture the non-negotiables.
Palette, texture, composition, references. Turn your creative decisions into a readable, reusable style recipe.
That look you finally got right?
Make it a system. Capture your visual DNA and reuse it across your next series.

A great prompt is a beginning. A great system remembers why it worked. Separate the subject from the style, keep the rules that matter, and reuse the recipe with your approved reference.
ART-DIRECTION REFERENCEA clear creative brief that keeps subject, palette and material instructions together.
Style rules stay fixed.
The subject is yours to change.
Give your team a shared creative starting point. And give every good experiment somewhere to live.
Palette, texture, composition, references. Turn your creative decisions into a readable, reusable style recipe.
Upload your master reference. Generate a new subject with GPT Image 2, review the result, and keep its recipe version.
Save changes as new versions. Keep every result attached to the reference and rules that created it.
UNNATURAL BLOOMEXPLORATION / 01
UNNATURAL BLOOMMASTER / 02For the strange combinations that somehow work. The almost-rights. The finally-nailed-its. Build a body of visual knowledge your whole team can use.
The core asset is the style recipe: references, visual rules, editable content variables and version history. Prompts are model-specific expressions of that recipe. This homepage demonstrates that workflow with a portable sample.
No. Generation is probabilistic. A consistent reference and explicit visual rules give you a repeatable starting point; reviewing and refining results is still part of the process.
Explore the sample recipe here, or open the private studio to upload a reference, save versions and generate through GPT Image 2. Live generation requires an OpenAI API key configured by the studio owner.
Art directors and teams producing recurring visual series: greeting cards, editorial illustrations, campaigns and branded content. It is especially useful when one person defines the look and others need to continue the work.
Start with one style. Give it a structure.
Make room for everything that comes next.