You'll be fine with just the all-purpose, those organic dry fertilizer blends are pretty forgiving. Start with 1-2 cups per cubic foot and top-dress as recommended on the bag (or add half the recommended amount, twice as often).
And I'd second the suggestion to add worm castings or compost when you top-dress. I usually mix in a handful for every 2 Tbsp of dry amendments.