One style for everything
Characters, objects, buttons, and backgrounds should look like they belong to the same game.
Decide the style once, for example "bold cartoon with thick dark outlines" or "soft watercolor", and ask for every new picture in that style. The easiest way is to point at a picture you already like: the agent can match it.
Make every new image in the same art style as the player character.
As drawn
As saved
One sheet
Six images