In a large skillet, cook the chorizo over medium heat. It will look very greasy, it's done once the meat crisps up. Drain with paper towels or my hack using a large coffee filter.
Once the potatoes are tender, add the drained chorizo back into the skillet, mix, and add the eggs. Cook until the eggs are done.