Directions. Season lamb chops with rosemary, salt, and pepper. Heat olive oil in a large skillet over medium heat. Add chops; cook until brown on the bottom, 4 to 5 minutes. Turn and cook until a meat thermometer reads 130 degrees (for medium-rare) and chops are evenly browned, 3 to 4 minutes more. Serve garnished with rosemary sprigs.