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slurm_get_cluster_info

Retrieve Slurm cluster details including partitions, node states, and GPU resource availability.

Instructions

Get Slurm cluster information: partitions, node states, and GPU availability.

Returns a summary of all nodes, their GPU resources (GRES), memory, and current state (idle / allocated / down).

Args: host: Slurm head node hostname. Overrides the SLURM_HOST env var on the gateway. partition: Filter output to a specific partition (optional). gateway_id: Gateway UUID for the site where the Slurm cluster is deployed.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
hostNo
partitionNo
gateway_idNo
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided. The description implies a read-only operation by returning cluster information, but it does not explicitly state safety, idempotency, or side effects. Adequate but could be more transparent.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is concise with a clear summary line and a structured Args section. Every sentence adds information, no redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

No output schema exists, and the description only broadly states what is returned (nodes, GPU resources, memory, state). It lacks specifics about the output format or additional fields, which would help an agent parse results.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 0%, but the description explains each parameter: 'host' overrides an environment variable, 'partition' filters output, 'gateway_id' identifies the site. This adds value beyond the schema's minimal titles.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states 'Get Slurm cluster information: partitions, node states, and GPU availability.' This is a specific verb+resource combination that distinguishes it from sibling tools like slurm_list_jobs and slurm_submit_job.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No explicit guidance on when to use this tool versus alternatives (e.g., slurm_get_job_status, slurm_list_jobs). The description only explains parameters, not use cases or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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