Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add ualberta-rcg/drac-agent-skills --skill alliance-slurmgit clone --depth 1 https://github.com/ualberta-rcg/drac-agent-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ualberta-rcg/drac-agent-skills/alliance-slurm)<a href="https://agentmods.dev/skills/ualberta-rcg/drac-agent-skills/alliance-slurm"><img src="https://agentmods.dev/badge/skills/ualberta-rcg/drac-agent-skills/alliance-slurm/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/ualberta-rcg/drac-agent-skills/alliance-slurm"><img src="https://agentmods.dev/badge/skills/ualberta-rcg/drac-agent-skills/alliance-slurm.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00078 | $0.02770 |
| Opus 5.5 | $0.00031 | $0.01108 |
| Sonnet 5.5 | $0.00016 | $0.00554 |
| Haiku 4.5 | $0.00008 | $0.00277 |
Grade A, and why
alliance-slurm scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 258 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Alliance (DRAC) Slurm
Alliance clusters run Slurm with a custom Lua submission layer that auto-routes jobs and a prolog that injects environment variables. Hardware varies by cluster — always discover before assuming. Auth is managed via CCDB; software modules come from CVMFS.
For cluster policies, storage quotas, and account questions, check alliance-docs first.
Discovery — never hardcode, always list
Run these first on any new cluster. Never guess account names, GPU types, partition names, or QOS values.
# Partitions and time limits
sinfo -s # TIMELIMIT column is authoritative
# GPU GRES inventory (look for composite entries, e.g. gpu:l40s:4,shard:l40s:16)
sinfo -h -o "%G" --Node | sort -u
sinfo -h -o "%N %G %f" --Node | sort -u # adds features (softmig, etc.)
# Full GRES detail on a specific node
scontrol show node <node> | grep -E 'Gres=|CfgTRES='
# Accounts available to you
sacctmgr show assoc user=$USER format=Account,DefaultAccount,QOS -p
# QOS limits (MaxWall / MaxTRES are often blank; prefer sinfo -s for walltime)
sacctmgr show qos format=Name,MaxWall,MaxTRES,Priority -p
# Fairshare / software
sshare -U
module avail && module spider <name>
Always run GPU discovery before writing --gres flags. GPU type names (v100l,
a100, l40s, h100, …) differ by cluster and node.
Partitions — usually omit
A Lua plugin auto-routes jobs based on --time. Omit --partition unless you have
a concrete reason (e.g. forcing CPU-only). Setting it with a mismatched --time
causes instant rejection.
- Time tiers go up to a 7-day maximum; requests over 7 days are rejected.
srun/sallocalways route to the interactive partition. Check actual limits withsinfo -s— GPU interactive is often longer than CPU interactive (e.g. 8 h vs 3 h).
Key flags
| Flag | Notes |
|---|---|
--account=<acct> |
Required when you have multiple accounts or must charge a specific project. Check with sacctmgr show assoc user=$USER; omit only if your default account is correct. |
--time=HH:MM:SS |
Default is 60 min. Drives partition routing. Always set. |
--mem=... |
Default is very low, cgroup-enforced. Always set. |
--gres=gpu:<type>:N |
Use exact type string from sinfo discovery. Bare gpu:N is unreliable and is rejected on general-purpose clusters (fir, nibi, rorqual, and similar). Always use the full type string. |
--cpus-per-task=N |
Default is 1. |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 258 lines · 78 tokens per session scan A 85e56374efc8
alliance-slurm is a skill published in the GitHub repository ualberta-rcg/drac-agent-skills (2 stars, last pushed 1mo ago), licensed MIT. It adds 78 tokens to every session and 2,770 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
alliance-slurm compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| alliance-slurmualberta-rcg/drac-agent-skills | Skill | 2 | 1mo ago | MIT | A | 78 | Claude Code |
| instrument-data-to-allotropeanthropics/knowledge-work-plugins | Skill | 35k | today | Apache-2.0 | A | 123 | Claude Code |
| exploratory-data-analysisK-Dense-AI/scientific-agent-skills | Skill | 56k | 5d ago | MIT | A | 83 | Claude Code |
| matlabK-Dense-AI/scientific-agent-skills | Skill | 56k | 5d ago | MIT | A | 44 | Claude Code |
| phylogeneticsK-Dense-AI/scientific-agent-skills | Skill | 56k | 5d ago | MIT | A | 71 | Claude Code, Codex |
| research-engineerdavila7/claude-code-templates | Skill | 33k | today | MIT | A | 43 | Claude Code, Codex |
| mapping-to-snomedmaziyarpanahi/openmed | Skill | 5.8k | today | Apache-2.0 | A | 205 | Claude Code |