Interpreting others' actions is widely thought to rely on mirroring, yet direct neurophysiological evidence in humans remains scarce. Using single-neuron recordings from motor and posterior parietal cortex in tetraplegic participants, this study reveals hierarchical, context-dependent action coding: motor cortex encodes intentions, while posterior parietal cortex links observed actions to goals.