Heat olive oil in a skillet over medium heat. It should coat the bottom of the skillet in an even layer, so use more or less as needed.
Add olives, lemon peel, and rosemary and sauté for 3 to 5 minutes or until olives are sizzling and heated through; rosemary and lemon should be softened but not falling apart.
Transfer to a serving dish and serve immediately.