| name | kaust-ibex |
| description | Operate the KAUST Ibex HPC cluster (SLURM) over SSH on the user's behalf: deploy code, submit / monitor / cancel jobs, manage GPU allocations (A100/V100), fetch results back, check quotas / partitions / GPU availability, and use the cluster as part of an iterate-loop. Use this skill whenever the user mentions running anything on Ibex / the HPC / cluster ("run this on ibex", "submit to slurm", "check my ibex jobs", "在 ibex 上跑"), asks about job status, storage quota, transferring files to/from the cluster, installing packages on the cluster, or anything involving sbatch / squeue / srun / sinfo / Ibex — even casually.
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KAUST Ibex HPC Operations
Deploy, submit, monitor, and retrieve results on Ibex (SLURM) over SSH, on the
user's behalf. Top priority: never do anything that could violate cluster
policy or draw administrator attention (see "Compliance red lines"). When in
doubt, take the slower, by-the-book path — the user's account is not worth any
shortcut.
0. Preflight — run this before any Ibex work
All connection details live on the local machine in ~/.config/kaust-ibex/config
(shell syntax, KEY=value). This skill contains no account information; the
config file is the single source of truth. Start every Ibex session with:
bash <this-skill-dir>/scripts/preflight.sh
Branch on its output:
READY host=... node=... — connection works; proceed. source the config file
to get:
IBEX_HOST — ssh target (an alias or user@host). Use it everywhere:
ssh "$IBEX_HOST" ..., rsync ... "$IBEX_HOST":...
IBEX_USER — the user's KAUST login
IBEX_PROJECT_ROOT — durable project storage root, e.g.
/ibex/user/<username> (a project's own remote path, if recorded in that
project's CLAUDE.md, takes precedence)
NO_CONFIG — first use on this machine; run "Guided setup" below.
NO_PASSWORDLESS — key-based login is broken, or the KAUST network route is
unreachable (Ibex login nodes are typically only reachable on the KAUST
network or via VPN). Stop all automated Ibex operations. Tell the user:
passwordless SSH is a prerequisite for automation — set up a key
(ssh-keygen + ssh-copy-id <host>), confirm the KAUST VPN/network route is
active, then retry. Never type passwords for the user or try to work around
authentication.
Guided setup (only on NO_CONFIG)
- Scan for candidates:
grep -B1 -A4 -i 'ibex.kaust.edu.sa' ~/.ssh/config.
- If nothing is found or multiple candidates exist, ask the user which Host to
use and what their KAUST login is. Never guess account information.
- Test passwordless login:
ssh -o BatchMode=yes -o ConnectTimeout=10 <host> 'echo OK && hostname'.
- On success, write
~/.config/kaust-ibex/config (template in the header of
scripts/preflight.sh) and chmod 600 it. Also probe for the durable
project root: ssh <host> 'ls -d /ibex/user/$USER 2>/dev/null' and record
it in IBEX_PROJECT_ROOT if present.
- On failure, follow NO_PASSWORDLESS above; do not write
IBEX_PASSWORDLESS=yes.
1. Compliance red lines (each one is a hard constraint)
- Login/frontend nodes are for light operations only: ls / cat / squeue /
sbatch / editing small files / small scp. Anything that burns CPU, memory,
or heavy IO — installing packages, building conda/mamba environments,
extracting large archives, bulk-deleting big directories, data processing,
running any program — must go through a compute node, either an
interactive allocation (
salloc/srun --pty) or a batch job (sbatch).
- Every Ibex action must trace back to an explicit user request. Once the
user says "run X on Ibex", the deploy → submit → monitor → retrieve chain
for that task can run autonomously; actions outside that scope (touching
other directories, cancelling unrelated jobs) are off-limits.
- Destructive operations require a confirmed list first: bulk
rm,
overwriting existing remote results, scancel on jobs not submitted in
this task, killing a persistent interactive/dev-server allocation another
task may still need.
- Rate-limit polling: status-check loops at ≥ 60-second intervals (don't
hammer
squeue). Batch several remote commands into one ssh call
(ssh host 'cmd1; cmd2; cmd3') — fewer connections, lower latency.
- Stay well below quota ceilings. Check current storage usage
(
df -h /ibex/user or the cluster's quota command) before large writes —
/ibex/user can run close to full, and a full filesystem blocks writes for
every user sharing it, not just the current job.
- No restricted data on the cluster. Never store or enter passwords/API
keys on the user's behalf — those belong in a project
.env. Treat any
logs from persistent dev-server-style jobs (e.g. remote IDE servers) as
potentially sensitive if they can embed a generated access token/password.
2. Status checks (when the user asks "how are my jobs doing?")
Grab everything in one ssh call:
ssh "$IBEX_HOST" 'squeue --me; echo ---; sacct -X --starttime today -o JobID,JobName%20,State,Elapsed,ExitCode | tail -30'
| To see | Command (inside ssh) |
|---|
| Running / queued jobs | squeue --me |
| Recent job outcomes (incl. failures) | sacct -X --starttime <date> -o JobID,JobName%20,State,Elapsed,ExitCode |
| Resource efficiency of a finished job | seff <jobid> |
| Storage usage | df -h /ibex/user (or the cluster's official quota command) |
| Partition / node states | sinfo |
| GPU availability | sinfo -o "%n %G %f %t" (single batch partition; filter by feature/GRES) |
| Job logs | tail -50 <submit-dir>/slurm-<jobid>.out (or the path set via --output) |
| Recover a job's real account/QOS/paths | scontrol show job <id> |
Failure triage order: tail of the .err file → sacct State/ExitCode (OOM →
more memory, TIMEOUT → more time, NODE_FAIL/PREEMPTED → just resubmit) →
seff to see whether resources were undersized.
3. Task routing
- Deploying code / transferring files / setting up environments (conda, uv) /
storage & quota issues → read references/deploy.md first.
- Writing SLURM scripts / submitting jobs / GPU-type-aware requests / debugging
jobs / interactive & persistent-dev-server sessions → read
references/slurm.md first.
- Both at once (the common "run X on Ibex") → read both, execute in
deploy → slurm order.
4. Using Ibex inside a loop (submit → wait → retrieve → iterate)
Standard loop skeleton:
- Deploy changed files (full dependency-chain check, see deploy.md), then
submit (see slurm.md).
- Wait in the background, polling at ≥ 60s intervals (scale up to 5–10
minutes for long jobs):
ssh "$IBEX_HOST" 'squeue --me -h | wc -l'
When the queue drains, immediately classify with sacct — COMPLETED vs
FAILED vs PREEMPTED/TIMEOUT. An empty queue does not mean success.
- Retrieve results:
rsync -azP "$IBEX_HOST":<remote>/results/ ./results/
(incremental; safe to re-run).
- Analyze locally → adjust code/parameters → back to 1. Re-run only the
missing tasks using the idempotent submit pattern (slurm.md, "Idempotent
submit pattern") — that pattern is what makes the whole loop safely
re-entrant.
5. Key cluster facts (quick recall; details in references/)
- Scheduler: SLURM, reached over SSH from a login/frontend node.
- Ibex uses a single default
batch partition for CPU and GPU jobs alike;
you pick hardware via --gpus/--gres plus --constraint=<gpu-type>
(a100, v100, rtx2080ti, gtx1080ti, …), not via a GPU partition.
Wall-time cap is uniform (14 days). Constraint names and limits can drift —
verify live with sinfo -o "%P %l %D %c %m %G" and
sinfo -o "%n %G %f %t".
- Two login nodes:
ilogin (CPU) and glogin (GPU — use it when a build
needs to see a GPU, e.g. compiling CUDA code).
- Durable project storage lives under
/ibex/user/<username> (1.5 TB per
user, persists for the account's lifetime), distinct from the login home
directory (200 GB and a file-count quota — another reason conda envs
belong under /ibex/user) — do not conflate the two in scripts or project
memory.
- Off-campus access to Ibex typically requires the KAUST network or VPN;
if a connection that worked on campus fails off campus, that's the first
thing to check, not SSH key configuration.
- Ibex is only reachable this way if the user's local SSH client is correctly
routed (VPN / network) — that routing is local machine configuration, not
something this skill manages.
6. Off-campus / VPN access (knowledge, not an operation)
This section is background to explain when the user asks about connection
problems — it is not something this skill configures or performs on its own.
The skill always just uses $IBEX_HOST; whether that route needs KAUST's VPN
or a specific network is the user's local SSH client configuration, entirely
outside the skill's operational scope. Check current KAUST IT documentation
for the up-to-date VPN/SSH requirements, since these evolve independently of
this skill.