But what you are doing is creating your own explanation which you already know is wrong when you create it if you expect to find the real truth later on and replace your false idea with that. If you do not know something you just say "super creator happened" only to figure out later what it really is? How is that logical? Isn't that just the god of the gaps?
I don't even know why would you need an explanation for something we do not know yet. Why is it bad to admit we do not know something?
Assumptions are fine if they are backed and checked by evidence, follow rational thought and logic and are based on known facts. Simply stamping "super paranormal happened here" on all currently unsolvable problems does not really follow that process but works against it. Creating metaphysical explanations hardly solves any physical problems imho.
After all you need to ask yourself which one is more likely answer:
a) there is some physical phenomena happening that we do not yet understand
b) we do not know what it is so it is something paranormal created by super creator for totally unexplainable reasons we can not ever figure out in any way
Why is a super creator not logical actually?
Because it is a made up explanation that is based on the idea of religion (pantheism or creator of some sorts) and not facts. It tries to explain science by using metaphysical argument while at the same time it denies any scientific criticism towards itself by making the claim it is beyond our knowledge or understanding. It is unfalsifiable claim. It's a Russell's teapot.