We revisit the modular flavor symmetry from a more general perspective. The scalar forms of principal congruence subgroups are extended to vector-valued forms, then we have possible finite groups including $\Gamma_N$ and $\Gamma'_N$ as symmetry. theory provide method differential equation construct multiplets, it also reveals simple structure invariant mass models. review give results for lower...