PGO with phosphorylated polymeric layer was fabricated.
PGO was uniformly dispersed in CS membrane.
Efficient proton transfer channels were formed along CS–PGO interface.
Enhanced conductivities were achieved under both hydrated and anhydrous conditions.
PGO obviously improved the hydrogen fuel cell performances under anhydrous condition.