The moments that lead here
If one of these is your afternoon, you are in the right place.
Lift an artifact cleanly off an inconsistent studio background so it can be placed on a neutral panel.
2 ready prompts
Written for the moment this actually comes up.
Execute — do the immediate task
+Lift the photographed ceramic vase off its inconsistent studio background and produce a clean layer…
Execute — do the immediate task
+Lift the photographed ceramic vase off its inconsistent studio background and produce a clean layer mask so it can be placed on a neutral panel; refine edges and hair-like details, save as a masked [psd=PSD] and a [png=PNG] for the layout team by [deadline=Tuesday].
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Improve — make it easier to accept
+Before I hand the cutout to layout and fabrication, make the mask foolproof — refine the edge where…
Improve — make it easier to accept
+Before I hand the cutout to layout and fabrication, make the mask foolproof — refine the edge where glaze meets shadow, create a [feather=1–2px] feathered mask and a separate edge-refinement layer for inspection, include a transparent [png=PNG] and the [psd=PSD] with masked groups named for quick swaps.
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Who does this, and with what
The same task is different work inside a different job.
Set & Exhibit DesignerAdobe Photoshopalso: Extract Artifact From Backgroundalso: Create Cutout For Panel
Next to this one
Other cut-out work people do in Adobe Photoshop.
Every task here came from the work, not from a feature list — which is why the prompts name what you want done and never the button that does it. The tool changes; the work does not.
Copyright © LLOS.ai · 2026 — original pedagogy, voice, and design — all rights reserved.
The rest of the map
Same library, five ways in.