Neither 'skip' nor 'big' work well in your sentence. Here are some additional ideas:
If you leave earlier, you'll miss the traffic.
If you leave earlier, you won't hit much traffic.
If you leave earlier, you'll be able to avoid rush-hour traffic.
If you leave earlier, you'll be able to avoid the worst of the traffic.