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forecast_duration

Predict expected duration of an in-progress or imminent blocking episode by providing a country and optional features.

Instructions

Survival-style duration forecast — given a country / current state, returns the expected duration of an in-progress or imminent blocking episode. Pass the country and optional features in the payload.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
countryNoISO 3166-1 alpha-2 country code
payloadNoOptional full request payload (overrides country if provided)
Behavior2/5

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

No annotations exist, so the description must bear the full burden. It mentions 'survival-style duration forecast' but does not disclose whether it is read-only, requires special permissions, or has rate limits. Missing behavioral context.

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 sentences, first states purpose, second gives usage instruction. No wasted words, efficiently communicates core function.

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?

Given no output schema and no annotations, the description is too brief. It does not mention return format, assumptions, or example usage. Users may still have questions about output interpretation.

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 100% with good descriptions of country and payload. The description adds 'features' hinting at what payload contains, but does not elaborate on what features are expected, so minimal added value.

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 clearly states it returns expected duration of a blocking episode using survival-style forecasting, distinguishing it from other forecast_* siblings that target different metrics (e.g., domain blocking, hourly trends). However, 'current state' is somewhat vague.

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 explicit guidance on when to use this tool versus alternatives like forecast_domain, forecast_hourly, etc. The description assumes the user already knows to use this for duration of blocking episodes but doesn't contrast with siblings.

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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