Cluster Instructions

You are on an HPC cluster. Before submitting any jobs or running heavy commands, detect which cluster you are on and follow the correct instructions.

IMPORTANT: Never run Python, heavy CPU, or GPU commands directly on a login node. Always submit via the scheduler unless you have confirmed you are on a compute node.

Step 1: Detect the cluster

Run these checks in order:

# Check host and working directory path
hostname
hostname -f 2>/dev/null || true
pwd

# Check available scheduler
if command -v sbatch >/dev/null 2>&1; then
    echo "SLURM"
elif command -v qsub >/dev/null 2>&1 && command -v qconf >/dev/null 2>&1; then
    echo "SGE"
elif command -v qsub >/dev/null 2>&1; then
    echo "PBS"
else
    echo "UNKNOWN"
fi

Path pattern	Cluster	Scheduler	Instructions
/rds/general/user/<user>/home/	Imperial CX3	PBS Pro	cx3.md in this skill
/gpfs/home/<user>	Imperial HX1	PBS Pro	Use CX3 instructions (cx3.md)
/lustre/home/<user> + sbatch available + Young hostname	UCL MMM Young NG (ssh mmm)	SLURM	mmm-slurm.md in this skill
/lustre/home/<user> + qsub/qconf available + Young hostname	UCL MMM old Young (ssh mmm-old)	SGE / Grid Engine	mmm-sge.md in this skill
/home/<project>/<user>.<project>/ + /projects/<project>/ exists	Isambard AI	SLURM	isambard.md in this skill
softnanolab-HP-Z8-G4-Workstation / softnanolab-campus	SoftNano campus workstation	SLURM may exist, but not the HPC cluster target	Do not submit MMM/HPC work here; SSH onward to mmm, mmm-old, hx1, or leprotein

If none match, ask the user which cluster they are on.

Detection order matters. A plain "SLURM exists" check is not enough: MMM Young NG and Isambard both expose SLURM, while the SoftNano campus workstation may also expose SLURM commands without being the intended cluster target. Use host/path first, then the scheduler.

Step 2: Check if you are on a login node

• CX3: Run hostname. If it contains login, you are on a login node — do not run compute commands directly. If it does NOT contain login, you are on a compute node and can run short Python commands directly.
• MMM Young NG (ssh mmm): Hostnames like login*.young.ucl.ac.uk are login nodes. Use sbatch or srun via the MMM SLURM instructions.
• MMM old Young (ssh mmm-old): Hostnames like login*.ib.young.ucl.ac.uk are login nodes. Use qsub; this is SGE, not PBS.
• Isambard: Assume login node unless inside an srun session or a batch job.
• SoftNano campus: This is a workstation/gateway. It may have SLURM commands, but it is not the MMM/HPC cluster target. Do not run or submit HPC workloads there unless the user explicitly asks for campus-local work; SSH to the actual cluster first.

Step 3: Load cluster-specific instructions

Read the appropriate file from this skill's directory:

• CX3 / HX1: Read cx3.md — covers PBS Pro queues, job templates, key patterns, common commands, and storage paths.
• MMM Young NG: Read mmm-slurm.md — covers SLURM partitions/QoS, GPU A100 requests, modules, and common commands.
• MMM old Young: Read mmm-sge.md — covers SGE queues, project/account flags, GPU requests, modules, and common commands.
• Isambard: Read isambard.md — covers SLURM job templates, GPU allocation (Grace Hopper Superchips), DDP setup, and common commands.

Follow those instructions for all job submission, script creation, and resource allocation decisions.

Step 4: Submit or run the command

If $ARGUMENTS contains a command or script to run:

1. Determine if it needs a batch job (long-running, GPU, heavy CPU) or can run directly (quick debugging, <5 min).
2. For batch jobs: create a job script using the templates from the cluster-specific instructions, then submit it.
3. For quick commands on a compute node: run directly.
4. For quick commands on a login node:
   • CX3: Use qsub -I for an interactive session.
   • MMM Young NG: Use srun with a partition/QoS from mmm-slurm.md.
   • MMM old Young: Use qsub with flags from mmm-sge.md; do not run tests directly on the login node.
   • Isambard: Use srun for an interactive session.

If no arguments are provided, just report which cluster and node type you detected.