Combine the citrus zests in a small saucepan, add cold water to cover, and bring to a boil. Drain in a strainer and rinse under cold water. Set aside.
Blister the skin of the tomatoes over a gas flame, under a broiler, or using a blowtorch, turning the tomatoes for even blistering. Remove the skins by rubbing the tomat