Drain and wash the black-eyed peas.
Heat the oil on medium high heat. Add black-eyed peas, and potatoes. Stir-fry for two minutes.
Turn off the heat and let it come to room temperature.
Mix black-eyed peas with the chopped potatoes, tomatoes, bell peppers, and herbs.
Mix all the salad dressing ingredients together.
Mix the salad and dressing and let the salad marinate ten minutes before serving.