The Agent Skills Directory

[DYNAMIC_EXECUTION]: The virtualenv_runner.py script generates and executes a 'wrapper' script (JOB_WRAPPER_SOURCE) at runtime. This wrapper is used to anchor the process group and ensure that the training script and all its children are correctly terminated when the job ends or is canceled.
[DYNAMIC_EXECUTION]: The virtualenv_group_supervisor.py module uses the ctypes library to invoke the Linux pidfd_open system call. This is a security-hardened approach to process management that prevents accidental signaling of reused process IDs (PIDs).
[COMMAND_EXECUTION]: The skill utilizes the subprocess module to execute user-provided Python scripts and to perform process monitoring via system utilities like ps and pgrep when native Linux kernel features are unavailable.

tao-run-on-virtualenv