The Stochastic Oscillator, which quantifies the relative position of the present closing price tag in a latest higher-low vary, is reformulated from the TINs framework like a sequence of layer operators computationally similar to its canonical definition. All operators are initialized directly from the classical formulation.Illegal trading – incl