They might have enough stockpiles to continue this war for a while, but it thins out the capabilities in other theaters, making the US generally more vulnerable.
If the decaying industrial base is that easy to fix please, by all means; go ahead and do it.
I don’t think you can fix it without long term, competent industrial policy and we have the absolute opposite of that in power currently.