In the darkroom. This engine is still being developed and tested; details can change.
WS-010 · FR 10 · Shoot Without a Shoot
Lookbook Engine
One garment photo and one cast model in, an on-model lookbook out.
A · Free · keyword LOOKBOOK
The preset and the shotlist
The preset this engine reads and the shotlist template it fills. Enough to run one shoot by hand and see if it fits your brand.
Fig. 1 · The board
A Input slot
garment photo(s) + a model from the persona library (WS-009) + a style (e-com, editorial, lifestyle)
B Engine
- 01clothing-sheet
- 02shotlist-generator-model
- 03shoot-model-auto
- 04generate-shoot
- 05vision-qc
route higgsfield · fallback gemini
C Contact sheet
8-12 on-model frames in 4:5 and 9:16, garment locked to its reference sheet
Data sheet
- Input
- garment photo(s) + a model from the persona library (WS-009) + a style (e-com, editorial, lifestyle)
- Output
- 8-12 on-model frames in 4:5 and 9:16, garment locked to its reference sheet
- Models
- nano-banana-pro · soul
- Route
- higgsfield (fallback gemini)
- Command
- /fashion-shoot
- Cost per run
- ~1 clothing sheet + ~12 Higgsfield image generations
- Maturity
- Working: used in production here
Fig. 2 · Sample output
2 frames · real output from this engine
All images on this page are generated with this engine.
What it does
It dresses a cast model in your garment and shoots the lookbook: front, back, movement, detail, in a style that fits the collection. The print, the color and the fit come from the garment photo.
What you see in the post
The board: what a lookbook day needs (model fee, studio, hair and make-up, photographer), struck through. The garment goes on a ghost mannequin (clothing sheet), the casting card slides in, and the lookbook develops frame by frame on a contact sheet.
How it runs
/fashion-shoot(planned) or/shoot-model-auto: three questions and one checkpoint./clothing-sheetlocks the garment;shotlist-generator-modelwrites the frames.generate-shootrenders;vision-qcchecks garment and face. Styles:core/studio/styles/model_*.md.
What you get (the giveaway)
- free: the lookbook preset (e-com lookbook) + the twelve-frame on-model shotlist (
../weadapt-studios-products/product/studios/fashion-studio/free/) - studio: the Fashion & Model Studio for Claude Code and Codex
Honest limits
Fit is an impression, not a size guide. Complex prints and sheer fabrics need retries. AI models are labelled as AI where the platform requires it. Working.
