Or try a leaf net. That's what I use.
Stretch it over the pool while the leaves fall and when they're about done, pull it off, dispose of the leaves and cover as you wish. Personally I only use the leaf net to cover over the winter as well. It freezes into the ice (God I hate thinking about that) and in the Spring seems none the worse.