K-core percolation, a fundamental process in complex networks, exhibits unique behaviors in two-dimensional spatially embedded systems, where the length of connections can control the transition type, resulting in four distinct phase transitions and a rich phase diagram. A key discovery is a metastable phase where localized damage triggers a macroscopic collapse, resembling nucleation, a phenomenon absent in traditional percolation.