Place the pistachio kernels in a saucepan with enough cold water to cover and place over a low heat for 10 minutes, or until their skins start to loosen. Remove from the heat, strain and allow to cool.
Tip the pistachios onto a clean tea towel and fold over the edges to cover them. Very gently roll the pistachios to separate the nuts from their papery skins.