We predict a new state of plasma self-organization, in presence of magnetic islands, namely turbulence-driven island Vortex-Flows, which are non-axisymmetric flows. The interaction between an $E \times B$ sheared Vortex-Flow and the Drift-wave turbulence (DW) driving it, is derived in presence of a coherent static magnetic island. The turbulence is driven by a 3D density profile due to quasi-linear island-induced profile flattening, and the drift-waves thus follow the local electron diamagnetic drift along the island. The metric tensor is introduced, making the analysis easier in island geometry. An extended Charney-Hasegawa-Mima equation describes the DW turbulence - Flow interaction, from which a wave-kinetic equation (WKE) is obtained in island geometry. This yields a turbulence - Vortex Flow predator-prey model which predicts a nonlinear threshold for island Vortex-Flow formation. The Vortex-Flow threshold decreases with increasing island-width as $\gamma_{\rm th} \sim \frac{1}{W^2}$, which shows that wider islands may more easily drive Vortex-Flows.