Turn the heat down to medium-high, add 1 tablespoon oil to the skillet, the green beans, anchovies and miso. Cook, stirring frequently, mashing the anchovies with the spatula until miso is broken up and anchovies are dissolved. Add ½ cup water to the skillet and bring to a simmer. Cook until green beans are just wrinkly, 4 to 6 minutes.