Nearly single-mode operation of a low-threshold continuous-wave crystal-glass core−shell hybrid fiber laser based on a multimode Cr 4+ :Y 3 Al 5 O 12 double-shell fiber is demonstrated. Nanoscale imaging of the optical intensity across the crystalline core allows for the direct assessment of the modal evolution, propagation modes, and near-field mode-field diameter at different working states. Below the lasing threshold of 60 mW, the near-field spatial modal distributions of the multitransverse modes are resolved and analyzed using a flattened Gaussian model. Above the threshold, nearly single-mode output with a beam quality factor of M 2 ∼ 1.1 is achieved by gain filtering, index guiding, and double-shell-based wave confinement, which are shown to agree well with the calculated light distribution.