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batch_deploy_from_spec

Batch deploy VMs from a YAML specification file. Supports cloning from VM, template, linked clone, OVA, or creating empty VMs with ISO.

Instructions

[WRITE] Batch deploy VMs from a YAML specification file.

The YAML spec supports all provisioning channels:

  • source: clone from a VM

  • template: clone from a vSphere template

  • linked_clone: instant clone from a snapshot

  • Per-VM ova: deploy from OVA file

  • Fallback: create empty VMs (optionally with ISO)

Args: spec_path: Path to the deploy.yaml specification file. target: Optional vCenter/ESXi target name from config.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
spec_pathYes
targetNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

Annotations indicate a write operation, and the description adds context about provisioning channels and fallback behavior. However, details like prerequisites, error handling, or side effects beyond creation are missing.

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

Conciseness4/5

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

The description is relatively concise with a header, bullet list, and args. It could be slightly tighter, but overall well-structured and front-loaded.

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?

The description covers spec capabilities and parameters, but omits return behavior, error handling, and any side effects. Given that an output schema exists but is not described, the description feels incomplete for a batch operation.

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?

Despite 0% schema description coverage, the description's Args section explains spec_path as the path to the spec file and target as an optional vCenter name. This adds meaningful context beyond the schema's property names and types.

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 the verb 'Batch deploy' and the resource 'VMs from a YAML specification file'. It lists all provisioning channels, distinguishing it from sibling tools like batch_clone_vms or deploy_vm_from_template.

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?

The description implies usage for batch deployments from a spec, but does not explicitly state when to use this tool versus individual deploy tools. No alternative guidance or exclusions are provided.

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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