If a person has not prayed in the past, I know that it is obligatory for that person that make up their prayers even if it is many years. What about prayers of kusuf of the moon? In the past I never knew it was obligatory to pray on those special moon occasion nights. Am I required to make up those prayers?

Yes you need to pray qaza of those.