objective: Transform the input product image into a professional commercial studio photograph while preserving the exact product identity
geometry
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68,297 skills indexed with the new KISS metadata standard.
geometry
exit code
pro
make strong product-quality assumptions and proceed without unnecessary questions.
named functions over large monolithic handlers.
verify:
include a clear recovery action in UI (for example Retry/Refresh) with proper disabled/loading transitions.
loading
not plain text dumps: use a dedicated error container/card/banner that is consistent with the current design system.
control strip
spacing
delete file
display active working directory in UI/help text.
return `{}` or `[]` consistently based on expected shape.
typography
show partial output status and avoid false-success messaging.
hostname
command mode
ensure script returns exactly one JSON payload.
always escape `'` -> `''`.
return JSON with:
tone)` where `tone` supports at least: `info`
parseJson = false
camelKey