WeAdapt Studios

In the darkroom. This engine is still being developed and tested; details can change.

WS-004 · FR 04 · Engine Run

Packshot Engine

One phone photo in, clean e-commerce packshots from three or four angles out.

Get the free presetRun the full engine

A · Free · keyword PACKSHOT

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

one or more product photos (phone is fine)

B Engine

  1. 01ecom-packshot
  2. 02product-sheet
  3. 03vision-qc

route higgsfield · fallback gemini

C Contact sheet

3-4 angle variants per product, 4:5 and 1:1, on a chosen studio backdrop (white, light grey, warm sand)

Data sheet

Input
one or more product photos (phone is fine)
Output
3-4 angle variants per product, 4:5 and 1:1, on a chosen studio backdrop (white, light grey, warm sand)
Models
nano-banana-pro · gpt-image
Route
higgsfield (fallback gemini)
Command
/product-shoot
Cost per run
~4 Higgsfield image generations per product
Maturity
Working: used in production here

Fig. 2 · Sample output

2 frames · real output from this engine

  1. Packshot Engine, real output, frame 1
  2. Packshot Engine, real output, frame 2

All images on this page are generated with this engine.

What it does

It turns a quick photo of a product into the clean studio images a shop page needs: centred, evenly lit, on a plain backdrop, from several angles. The product stays the product; only the light and the backdrop change.

What you see in the post

The board: the input slot holds a messy phone photo on a kitchen table. A white sweep draws itself, a big soft light appears above, and the packshots develop in the tray one by one. The contact sheet shows the angles; QC marks the selects.

How it runs

  1. /product-shoot (planned studio command) or /ecom-packshot directly.
  2. Backdrop and angles are chosen; core/studio/tools/packshot.py prepares the job.
  3. --dry-run prints the cost line; after approval the engine renders via Higgsfield (Nano Banana Pro).
  4. vision-qc checks each frame; exports land in output/.

What you get (the giveaway)

  • free: the packshot preset (backdrop, light, angles) + a packshot shotlist template (../weadapt-studios-products/product/studios/product-studio/free/)
  • studio: the Product Studio for Claude Code and Codex

Honest limits

Reflective and transparent products (glass, chrome) need more retries. Tiny text on labels can blur; QC flags it. Working: the skill and the engine run in this repo.

Same studio

More from the Product Studio