Preheat the oven to 450 degrees F (230 degrees C).
Combine red potatoes, olive oil, and soup mix in a large resealable plastic bag; seal bag and shake until potatoes are fully coated. Pour potatoes into a medium baking dish.
Bake in the preheated oven, stirring occasionally, until potatoes are tender, about 40 minutes.