Fuel cells are a highly promising class of energy conversion devices, with the potential to address the growing global demand for sustainable power. In this work, a Pt/Ni-PrF
3/C electrocatalyst was synthesized by incorporating PrF
3-doped nickel particles, which notably enhanced catalytic performance for both the hydrogen evolution reaction (HER) and methanol oxidation reaction (MOR). In 1.0 mol L
-1 KOH, the catalyst exhibited a low overpotential of 77.7 mV at 100 mA cm
-2 for the HER, and achieves an overpotential of 68.7 mV in simulated seawater (1.0 mol L
-1 KOH + 0.5 mol L
-1 NaCl). Meanwhile, in 1.0 mol L
-1 KOH + 1.0 mol L
-1 CH
3OH, it achieves a high mass activity of 4.58 A mg
Pt-1 toward MOR. The combination of experimental characterization and density functional theory (DFT) calculations reveal that the introduction of Pr promotes charge transfer and optimizes the adsorption free energy of *H intermediate, yielding a value closest to zero, which indicates optimal adsorption strength. This synergistic modulation not only enhanced HER activity by facilitating the Tafel step via a downshift in the
d-band center of Pt, but also improved MOR performance. Specifically, the enhanced selectivity toward the CHOOH pathway effectively suppresses *CO accumulation, mitigates CO poisoning, and contributes to the improved activity and stability observed during the MOR. Overall, this study proposes a rare-earth-mediated strategy using Pr-doped Ni to modulate the electronic structure of Pt, offering an effective route for designing advanced electrocatalysts for energy conversion applications.