If I use $ \boldsymbol{J} = \boldsymbol{L} + \boldsymbol{S} = \boldsymbol{L} + \frac{\boldsymbol{\sigma}}{2} $, then \begin{align*} (\boldsymbol{\sigma} \cdot \boldsymbol{J}) (\boldsymbol{\sigma} \cdot \boldsymbol{J} - 1) & = (\boldsymbol{\sigma} \cdot \boldsymbol{L} + \frac{3}{2}) (\boldsymbol{\sigma} \cdot \boldsymbol{L} + \frac{3}{2} - 1) \\ & = (\boldsymbol{\sigma} \cdot \boldsymbol{L})^{2} + 2 \boldsymbol{\sigma} \cdot \boldsymbol{L} + \frac{3}{4} \\ & = L^{2} + \boldsymbol{\sigma} \cdot \boldsymbol{L} + \frac{3}{4} \\ & = L^{2} + 2 \boldsymbol{S} \cdot \boldsymbol{L} + S^{2} \\ & = (\boldsymbol{L} + \boldsymbol{S})^{2} \\ & = J^{2} \end{align*} where \begin{align*} (\boldsymbol{\sigma} \cdot \boldsymbol{L})^{2} = L^{2} + i\boldsymbol{\sigma} \cdot (\boldsymbol{L} \times \boldsymbol{L}) = L^{2} - \boldsymbol{\sigma} \cdot \boldsymbol{L} \end{align*} but if I use \begin{align*} (\boldsymbol{\sigma} \cdot \boldsymbol{J})^{2} = J^{2} - \boldsymbol{\sigma} \cdot \boldsymbol{J} \end{align*} then I have \begin{align*} (\boldsymbol{\sigma} \cdot \boldsymbol{J}) (\boldsymbol{\sigma} \cdot \boldsymbol{J} - 1) & = (\boldsymbol{\sigma} \cdot \boldsymbol{J})^{2} - \boldsymbol{\sigma} \cdot \boldsymbol{J} \\ & = J^{2} - 2\boldsymbol{\sigma} \cdot \boldsymbol{J} \\ & \neq J^{2} \end{align*} So which equation is right, and what wrong with another equation?
Thanks by LiZ.