You don't have to peel the skin of yellow squash. Even the seeds of yellow squash are eaten with the flesh and skin. Depending upon the shape, there exist several varieties of yellow squash like crook-neck (thin curved neck), straight-neck, pattypan (baby summer squash, round, flattened with scalloped edges) and yellow zucchini.