Any process that activates, maintains or increases the frequency, rate or extent of the chemical reactions and pathways resulting in the formation of polysaccharides that make up the capsule, a protective structure surrounding some species of bacteria and fungi.
positive regulation of capsule polysaccharide biosynthetic process