I don't think this would work, because you need foundries to at least turn liquid iron into plates, so you'd stall immediately.
I've made it technically doable (but not fun) if you're stranded with nothing, as you have some iron and stone in the rocks. But you at least need some techs from vulcanus, like coal liquefaction