It’s up to you! It also depends on what kind of cucumber you are using. Persian or English varieties have thin skins that are easily eaten. Some other varieties have thick skin that I find unpleasant to eat. If I’m using the latter, I will peel them. Otherwise, I like the extra color and crunch the skin adds to the salad.