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fleet_analytics

Get historical analytics for your 3D printer fleet, including per-printer success rates, utilization, and job throughput. View aggregate metrics across all printers.

Instructions

Get fleet historical analytics: per-printer success rates, utilization, job throughput.

        For live printer status (current state/temps), use ``fleet_status``.
        Returns statistics for every registered printer including total prints,
        success rate, average print duration, and total print hours.  Also
        includes fleet-wide aggregate metrics.

        Requires Kiln Pro or Business license.
        

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

No annotations provided, so description carries full burden. It discloses return fields and license requirement but does not explicitly state read-only nature or any rate limits. Adequate but could be more explicit.

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 two-sentence structure, front-loaded with purpose. No wasted words or redundancy.

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

Completeness5/5

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

Complete for a simple tool with no parameters. Lists return fields and prerequisites (license), despite no output schema. No gaps.

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?

No parameters exist; schema coverage is trivial 100%. Description adds meaning by listing return fields, which is appropriate for a parameterless tool.

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 tool gets fleet historical analytics with specific metrics (success rates, utilization, job throughput) and distinguishes itself from fleet_status, which provides live printer status.

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?

Explicitly tells when to use this tool vs fleet_status for live data. Does not mention alternatives like fleet_utilization or fleet_job_status, but provides clear context for the primary alternative.

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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