Socket Stoke is a modified version of STOKE that utilizes socket communication to interact with a Python server. It facilitates the transmission of CPU state and assembly information to a Python server named StokeGym. To get started with Socket Stoke, refer to the environment setup instructions provided in the StokeGym repository.