When painting oil over acrylic - gloss/matte decision

I typically have been using gloss medium with my acrylic painting.

Want to do a bit of oil touches.

How should I best coordinate oil and its gloss/matte vs the acrylic pseudo-underpainting?

Want to avoid matte vs glossy surface issues.