Heat oil in a sauté pan over medium heat. Add onion and sugar and cook, stirring constantly, for 10 minutes, until mixture is syrupy. Add lemon juice and ginger.
Dissolve potato starch in orange juice and add to pot. Season with salt and pepper. Continue to cook until sauce thickens.