Entire agitator spinning freely both ways

The agitator in my whirlpool washer is not spinning when the washer is running. I can spin both the top and base of the agitator by hand easily both directions. Ik the top could just be the agitator dogs but I didn't think the bottom was supposed to spin also. What do I need to replace to fix it?

Thanks!