Chitosan and polyoxometalate assembly creates cross-scale multiple Li+ transport pathways within the PVDF matrix. The resulting solid electrolyte achieves a high tLi+ of 0.63 and Li+ conductivity of 8.8 × 10-4 S cm-1, 94% capacity retention (1000 cycles), and >2000 h Li plating/stripping stability.