Relaxation of the hydrogen bond (O:H−O) between oxygen ions of undercoordinated molecules fascinates the behavior of water nanodroplets and nanobubbles. However, probing such potentials remains yet far from reality. Here we show that the Lagrangian solution (Huang et al. J. Phys. Chem. B 2013, 117, 13639) transforms the observed H−O bond (x = H) and O:H nonbond (x = L) lengths and their characteristic phonon frequencies (d x , ω x ) (Sun et al. J. Phys. Chem. Lett. 2013, 4, 2565) into their respective force constants and cohesive energies (k x , E x ), which results in mapping of the potential paths for the O:H−O bond relaxing with (H 2 O) N cluster size. Results show that molecular undercoordination not only reduces its size (H−O length d H ) with enhanced H−O energy from the bulk value of 3.97 to 5.10 eV for a H 2 O monomer but also enlarges their separation (O:H distance d L ) with O:H energy reduction from 95 to 35 meV for a dimer. The H−O energy gain raises the melting point of water skin from the bulk value 273 to 310 K, and the O:H energy loss lowers the freezing temperature of a 1.4 nm sized droplet from the bulk value 258 to 202 K, which indicates droplet size induced dispersion of the quasisolid phase boundaries.