If you were building it from scratch without a door, you'd drywall the whole thing with a corner bead, then wrap baseboards around it all.
You can decide if that's easier or if you'd rather keep it trimmed out.
If you do keep the trim, temporarily remove it and replace the door frame with some flat painted stock. Then replace the trim.
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