That would defeat the purpose of continuing to skill after 99 for supplies. This will also have a slight effect on the economy of hard mode. Leave everything as is.
Hard mode is ~7% of the population. Making a few things easier might actually be in its best interest. The point of this would be to allow you to do more once you've gone through the trouble of getting the XP needed to make your own supplies.