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ARADIA | sovereign agentic systems

query_hardware_specs

Read-only

Retrieves current hardware tiers, VRAM capacity (128GB GB500, 192GB B200, 1536GB B200 Rack), and continuous batching concurrency limits for Aradia DGX systems.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tierNoFilter by specific hardware tier. Leave blank for full catalog.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
specsYesHardware specifications and VRAM limits per tier
messageNoOperational notice
pricingYesFlat-rate turnkey and SLA pricing

TDQS

A4.1/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the agent knows this is a safe, non-mutating query. The description adds useful scope and specificity about current hardware data, but does not mention refresh behavior, availability caveats, or operational limits beyond that.

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?

One focused sentence front-loads the action and resource, then packs in the most useful distinguishing details. Every clause contributes meaning, with no filler or redundant restatement of schema-driven information.

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?

For a read-only query with a single optional documentation parameter and an existing output schema, the description is sufficiently complete. It tells the agent what data is available and the scope of retrieval, while the schema covers the filtering option and the output schema covers return structure.

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

Parameters3/5

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

The only parameter is already fully documented by the input schema with an enum and a 'leave blank for full catalog' explanation. The description adds value by mentioning concrete hardware variants like GB500, B200, and B200 Rack, though it does not fully map these names to the enum values spark, station, and b200.

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 uses a precise verb, 'Retrieves', and names the exact resource: current hardware tiers, VRAM capacity, and continuous batching concurrency limits for Aradia DGX systems. This clearly differentiates it from the sibling tools, which handle onboarding, ROI, and procurement rather than hardware specification queries.

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?

The description clearly establishes when this tool is relevant: whenever hardware tier, VRAM, or batching limits are needed. It does not explicitly state 'do not use for procurement/ROI', but the sibling tool names are clearly non-overlapping, so the usage context is unambiguous.

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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TDQS

A3.9/5.0
Disambiguation5/5

Each tool has a single, distinct purpose: partner onboarding, ROI calculation, hardware specification lookup, and procurement order execution. There is no meaningful overlap or ambiguity between them.

Naming Consistency4/5

Three tools follow a clean verb_noun snake_case pattern: calculate_roi, execute_procurement_order, query_hardware_specs. The aradia_ prefix on aradia_partner_onboard is a minor deviation, but the overall naming style remains predictable.

Tool Count4/5

Four tools form a coherent basic procurement and partner-onboarding workflow. The count is reasonable, though slightly small for a commercial system that might also benefit from order-status or partner-management tools.

Completeness3/5

The main pre-order workflow is covered: discover specs, calculate ROI, onboard as a partner, and execute procurement. However, there is no way to check order status, cancel or update orders, or manage partner lifecycle after onboarding, which are notable gaps.

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