You have the right sense of it.
"Dibs" is something that kids say when they mean "me first!" You put out a cake with a pretty decoration and one child says "Dibs on the slice with the pink flower."
I personally think that "first-dibs access" is redundant, but because you talking about something that is childhood slang, it's obviousl informal.