Ya, prime it. I fired my Vette up after an intake change when it had been sitting for a few months, and I cleaned off all of the lifters, and one of them tapped for a minute or two till it got fully pumped up.
Prime it off the starter, then let it idle for a few mins, should be right.
To your success.