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AI Arena Agent Tools

Aerospace Capability Signals

aerospace_capability_signals
Read-onlyIdempotent

Find collected events matching tooling, calibration, fastener, engine, MRO or other transparent keywords.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
queryNo
capabilityNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

C2.9/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, openWorldHint, idempotentHint, and non-destructive behavior, so safety is covered. The description adds only that events are 'collected' and matched by keywords, but it does not explain matching semantics, result behavior, or pagination. It does not contradict the annotations.

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 a single efficient sentence that front-loads the core action. The phrase 'other transparent keywords' adds slight ambiguity but does not create meaningful bloat.

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

Completeness2/5

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

With no output schema and zero parameter coverage, the description leaves an agent without enough information to reliably construct a query or anticipate results. For a simple keyword-search tool, the definition is minimally adequate but under-specified.

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

Parameters2/5

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

Schema description coverage is 0%, so the description must compensate for the undocumented limit, query, and capability parameters. It lists example keyword categories but never maps them to specific parameters, leaving unclear which field should carry the keyword string.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a clear verb and resource: find collected events by matching keywords such as tooling, calibration, and MRO. It is understandable on its own, though it does not explicitly differentiate from the sibling aerospace_events tool and uses the vague phrase 'other transparent keywords.'

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

Usage Guidelines2/5

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

No guidance is given about when to use this tool instead of aerospace_events or any other sibling. The description only implies keyword searching, with no exclusions, prerequisites, or alternative routing.

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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