It’s weird he didn’t share that knowledge when he was potions teacher though.

I’ve always assumed that he did. Unlike Slughorn, Snape didn’t teach out of the book, and always hand-wrote the potion instructions on the board. I assume that these instructions included his own additions and improvements that he had discovered over the years.