Thanks for your kind words, but many others are knowledgeable about these topics here.
It really depends on what features of the distribution you want to match (eg around the mode, or the tails). Doing what you propose should be feasible, but make sure you check relevant moments you care about (eg by simulating from a normal and transforming back).