
Operates Stanford's Marlowe HPC cluster with Slurm. Use when the task involves Marlowe-specific partitions, account suffixes, GPU-hour tracking, job submission, queue diagnosis, or cancellation while still verifying live cluster state first.
Inspects and operates Slurm-managed HPC clusters safely and portably. Use when the task involves discovering partitions, accounts, QoS, hardware, GRES, memory or time limits, validating or submitting jobs, monitoring queue state, diagnosing pending jobs, reading accounting data, or canceling jobs without assuming site-specific defaults.