Walnuts in shell keep reasonably well for at least nine months after harvesting. They keep much improved than walnut kernels (flesh) that has not been vacuum packed. The seed is a shrunken shell enclosing the edible kernel which is covered by a thin bitter tasting sheath. Walnuts in general have a bitter nutty taste.