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Assess low flight-activity risk

assess_flight_activity_risk

Forward-looking probability that an aircraft will fly little over the next ~180 days, as of a given date. Used to flag stagnant inventory, prioritize inspections, and risk-score collateral.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
as_of_dateYesRequired reference date (YYYY-MM-DD or ISO datetime).
registrationYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYes
metaYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=false, destructiveHint=false, and openWorldHint=true, so the safety profile is covered. The description usefully adds that this is a probabilistic, forward-looking projection over a defined ~180-day window rather than an observed measurement, but says nothing about data sources, latency, or confidence/precision.

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?

Two tight sentences with the core computation front-loaded and the application list secondary. No filler, though the application clause is somewhat promotional rather than operative.

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?

An output schema exists, so return values need not be explained, and the description adequately conveys what the number means and its time horizon. Remaining gaps are minor: input format for registration and the source of the underlying flight data.

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?

Schema coverage is 50%: as_of_date is documented in the schema while registration is bare. The description echoes the date concept ('as of a given date') but adds no format or semantics for registration (e.g. tail number vs serial), so it does not compensate for the undocumented half.

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?

States a specific computed quantity (forward-looking probability of low flight activity) with an explicit horizon (~180 days) and an as-of reference date, which is far more precise than the title. It does not, however, name or contrast itself with the sibling analyze_flight_usage, leaving the boundary between the two to inference.

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 second sentence names downstream applications (flagging stagnant inventory, prioritizing inspections, risk-scoring collateral), which implies when the tool is relevant. It offers no when-not conditions, prerequisites, or explicit alternative such as analyze_flight_usage for historical activity, so routing guidance is only implied.

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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