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AIops-tools

io.github.AIops-tools/proxmox-aiops

cluster_resources

Aggregate cluster-wide inventory of VMs, nodes, and storage in one call. Optionally filter by resource type to enumerate before deep inspection.

Instructions

[READ] Aggregate /cluster/resources view of VMs, nodes, and storage.

Single-call cluster-wide inventory. Use this to enumerate everything before drilling into vm_get / node_status.

Args: resource_type: Optional filter — 'vm', 'node', or 'storage'. target: Proxmox target name from config.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
targetNo
resource_typeNo
Behavior3/5

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

With no annotations, the description carries the burden. It discloses the tool is read-only via '[READ]' and its scope as cluster-wide inventory, but omits details such as return format, pagination, or authentication requirements.

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 extremely concise: a summary line, a usage tip, and a two-parameter list. Every sentence adds value without redundancy.

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?

For a simple read-only listing tool with two optional parameters, the description covers purpose, usage, and parameters well. It could mention the response structure, but this is not critical given the straightforward nature.

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%, so the description fully compensates by explaining resource_type as an optional filter with listed values ('vm', 'node', 'storage') and target as a Proxmox target name from config.

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 it provides an aggregated cluster-wide inventory of VMs, nodes, and storage, and distinguishes itself from sibling tools like vm_get and node_status by instructing to use this before drilling down.

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

Usage Guidelines4/5

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

It gives explicit when-to-use context ('enumerate everything before drilling into vm_get / node_status'), but does not explicitly state when not to use it or mention other alternatives.

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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