Yup. I used to wear booties when I wore clipping shoes. But then I switched to heavy boots without clips and it was warmer. Never had a problem with hands. I got some down ski mittens. In fact they are too hot - but the key is 'mittens'. Once I discovered that, there was no looking back.
The hands were always my biggest problem.