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get_resources

Check current GPU and node resource availability on a SLURM cluster by partition. Optionally query resources via SSH.

Instructions

Get current GPU and node resource availability on the SLURM cluster.

Args:
    partition: Specific partition to check (None for all partitions)
    use_ssh: If true, query resources via SSH on remote cluster

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
partitionNo
use_sshNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

No annotations provided. Description reveals no side effects or auth requirements; leans on output schema for return format. Adequate but could mention real-time nature or constraints.

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?

Concise: one sentence for purpose, then bullet-like parameter descriptions. No fluff.

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

Completeness4/5

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

Given output schema exists, description is complete enough. Only minor gap: no mention of data freshness or authentication needs.

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

Parameters5/5

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

Schema coverage is 0%, but the description fully explains both parameters with context: partition scope and SSH usage.

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 current GPU and node resource availability on the SLURM cluster.' It uses a specific verb-resource combination and distinguishes from siblings like job submission or workflow tools.

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

Usage Guidelines3/5

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

Implied usage (check resources before job submission) but no explicit when/when-not or alternative tools are mentioned.

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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