I don't have sensitive skin at all, and mine was coconut oil, baking soda, a bit of cornstarch, and EOs. I live in a cool/cold climate so it stayed firm in the push up container, but for a warmer climate some shea butter or cocoa butter would work for firmness.
I've read of arrowroot powder...