Yep, but it's oh so true.

Well, the common expression is "Yep, but it's so true", which is well understood.

But now Jack put "oh" there, making it peculiar in style.

I wonder what rhetoric it is. Does adding oh there emphasize a strong emotion that Jack wants to express?

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