sleeping bag falls off cushions with no kid attached

We used to have that problem.
We solved it by getting rid of the slippery sleeping bags and getting quality canvas covered flannel lined bags.
Yes, they are pricey, and can be difficult to find. However, the better comfort was well worth the money!