Boil the potatoes in a pan of salted water until tender, drain well and set aside.
In a bowl, whisk the oil, vinegar, mustard, sugar and a little seasoning together.
Add the chicken stock, mix together, then pour over the hot potatoes. Cover with a lid and leave to cool to room temperature, by which time the potatoes will have absorbed all the flavours.