This is happening because you never did any crafting at all while you were on the island. Just talk to the same guy who sells the fuels and books, (hail him), he will start you off with a few free recipes, (white tea, black coffee, fish rolls & frog legs), and will probably "gift" you up to lvl 3 crafting to boot!