Redskin peanuts are the ones with the red skins still on them. This red skin is between the outer shell and the peanut and it is full of nutrients.
 
The flavor of peanuts is typical of peanuts. They both have the same nutty flavor, and redskin peanuts can have their flavor enhanced by roasting.