Achieving fast ion diffusion in aqueous zinc-ion batteries by cathode reconstruction design

•A unique reconstruction strategy via electrochemical charging is proposed.•1.3 Å increase in interlayer spacing and 90 % decrease in energy barriers are achieved.•The exchange of cations and H2O molecules process can boost energy storage of layered hosts.•The structural evolution of cathode materials is elaborated during discharge–charge process.