Besides finding, sanitizing, and storing all the jars, canned tomatoes have another extra step that scares off many — skinning. The multi-step procedure of scoring, blanching, and finally peeling tomatoes requires more effort than simply running a peeler across their surface, but it's worth it to enjoy tasty tomatoes in the winter.