Sustainable Throughput Rules — AI Prompts for Adobe Photoshop

The moments that lead here

If one of these is your afternoon, you are in the right place.

We’re scaling up product throughput and I need a sustainable rule set

1 ready prompt

Written for the moment this actually comes up.

Decide — diagnose the stuck moment

We’re doubling SKUs next quarter and I need a defensible triage for white‑background cut‑outs so QA…

We’re doubling SKUs next quarter and I need a defensible triage for white‑background cut‑outs so QA stops pinging me. I want a clear decision framework: what technical cues in a shot tell me immediately ‘safe to batch’ versus ‘requires manual hair extraction’, and a quick checklist I can train a junior on that keeps the edge consistent across [materials=glass, fur and translucent plastics].

Who does this, and with what

The same task is different work inside a different job.

Motion / Multimedia ArtistAdobe Photoshop

Next to this one

Other cut-out work people do in Adobe Photoshop.

Standardise Cut-Out Quality Standardize Roster Workflow Standardize School Color Stop Silhouette Rework Supplier Cut-Out Quality Systemising Cutout Workflow Teach Safe Delicate Cutouts Teaching Hair Masking Thumbnail Rework Delays Tight Deadline Ragged Edges

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.

The rest of the map

Same library, five ways in.

Work Atlasthe whole map, interactive Careers1,949 jobs and their real tasks Soft skillsthe human part of the work Activities500 things people do Prompt Librarybrowse every prompt