I think he is more of a self-taught dark sorcerer similar to the Evil Queen and Cora, only male.
Or he got his powers from making deal with his friends on the other side, hence, perhaps, his desire to be rid of them but keep his powers.
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"He was a lot of things to me" "The only conclusion was love"