objective: Transform the input product image into a professional commercial studio photograph while preserving the exact product identity
geometry
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74,129 skills indexed with the new KISS metadata standard.
geometry
pro
make strong product-quality assumptions and proceed without unnecessary questions.
verify:
exit code
named functions over large monolithic handlers.
include a clear recovery action in UI (for example Retry/Refresh) with proper disabled/loading transitions.
not plain text dumps: use a dedicated error container/card/banner that is consistent with the current design system.
spacing
control strip
loading
delete file
show partial output status and avoid false-success messaging.
display active working directory in UI/help text.
typography
return `{}` or `[]` consistently based on expected shape.
ensure script returns exactly one JSON payload.
command mode
always escape `'` -> `''`.
hostname
return JSON with:
tone)` where `tone` supports at least: `info`
parseJson = false
{ script