If you're looking for a short and quick answer, here it is: It is too cold to ski when you think it is too cold ski. Temperatures are relative. 5° F (-15° C) on a sunny day can feel warmer than 20° F (-7° C) on a windy, snowy day. There is no definitive temperature telling you when it's too cold to ski.