The other ideas are good - I am a HUGE fan of the invisigrip!
Also, just in case you aren't already doing it... your ruler needs some depth to sink into. The cutter needs depth to bite into.

It's actually easier to cut four layers than one or two, because your ruler and cutter are more secure. I like cutting through 6-8 layers at a time, because they don't shift.