slurm
Skill37 starsChanged 10 days agoApache-2.0View on GitHub
Inspect mounted Slurm accounting exports and job logs for failed workload root cause analysis.
4 other projects use a version of this.
Adopted by
Most recently taken up by
- 14790897/my-skillstheir own version, first seen Oct 28, 2026
- surajinacademia/Computational_modeling_skillstheir own version, first seen Oct 20, 2026
- AI-ModCon/genesis-skillstheir own version, first seen Sep 24, 2026
- jaaxk/claude-skillstheir own version, first seen Mar 22, 2026
Other versions4 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 4
- AI-ModCon/genesis-skills★ 30same name
- 14790897/my-skills★ 2same name
- jaaxk/claude-skills★ 0same name
- surajinacademia/Computational_modeling_skills★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository8 other files it gives its agents.
- helm/mosaic-stack/files/openclaw-seed/workspace/AGENTS.mdAGENTS.md
- ai-factory-operations-agent-headlessSkill
- bcmSkill
- gpu-networkingSkill
- grafanaSkill
- hardware-agentSkill
- iraopSkill
- observabilitySkill
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 4 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 4 edited versions we read keep these.
4
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 13
Use this skill when a user asks about a Slurm job failure or queue state.
- Distinctive: line 19
If the tool is unavailable or incomplete, try read-only Slurm commands if they are available in the sandbox:
- Distinctive: line 24
If a command is missing, not configured, or cannot reach the Slurm controller, continue with any other evidence source that is available.
- Distinctive: line 26
Treat each evidence source as optional.
“Common” is measured: kept by at least 6 in 10 of the 4 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
<!--
SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
SPDX-License-Identifier: Apache-2.0
-->Slurm Log RCA
Use this skill when a user asks about a Slurm job failure or queue state.
This workflow is evidence based. Do not assume any external job-management service exists.
First use slurm_job_evidence when available. Its backend field identifies whether the evidence came from the vanilla read-only filesystem collector or Base Command Manager (BCM) WLM. Base Command Manager WLM evidence includes job metadata, stdout, and stderr; vanilla evidence includes bounded matches from the configured filesystem roots.
If the tool is unavailable or incomplete, try read-only Slurm commands if they are available in the sandbox:
sacct -j <job-id> --format=JobID,JobName,State,ExitCode,Elapsed,Start,End,NodeList%40,Comment%80 -Pscontrol show job <job-id>
If a command is missing, not configured, or cannot reach the Slurm controller, continue with any other evidence source that is available. The collector searches allowlisted host roots such as /var/log, /cm/shared, /slurm, /etc/slurm, /run/log/journal, and /var/log/journal.
Treat each evidence source as optional. If one path or command is unavailable, keep investigating with the remaining sources before concluding there is not enough evidence.
For a failed job, find the job id, job name, state, exit code, runtime, node list, and log path. Read the matching log and report the first concrete application error, not only the Slurm state. If the main job log is missing, say which expected paths were unavailable and what evidence was still present.
Return a compact table with job id, job name, state, exit reason, log path, root cause, confidence, and next action.
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Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

