The moments that lead here
If one of these is your afternoon, you are in the right place.
I want to institutionalize background generation so creative supports our conversion science rather than random art direction.
1 ready prompt
Written for the moment this actually comes up.
Become — change the pattern
+Over many tests we've lacked a reproducible way to generate background variants, which makes…
Become — change the pattern
+Over many tests we've lacked a reproducible way to generate background variants, which makes results hard to interpret. Identify the recurring failures — unlabeled variations, inconsistent art direction, or missing pre-test checks — and prescribe a single process change to standardize background generation and labeling, plus how we'll monitor whether test clarity improves over the next two months.
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.
Marketing ManagerAdobe Photoshop
Next to this one
Other generate 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.
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The rest of the map
Same library, five ways in.