The invention discloses a purely natural silk fiber dyeing method. A bagasse adhesive is adopted for coating and dyeing of silk fibers without addition of any chemical additives. By the purely natural silk fiber dyeing method, the silk fibers can be dyed effectively, high color fastness is realized, and bagasse recycling is realized as well, so that the production process requirement on environment friendliness is met.