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get_cities

List active Isocast cities with slug, display name, country, temperature unit, timezone, and latest signal sequence to identify weather markets with available signals. No API key or wallet needed.

Instructions

List every active Isocast city — slug, display name, country, temperature unit, bucket width, timezone, resolution source, station, and the latest public signal sequence number. Use this to discover which weather markets have signals. Free, no wallet or API key required.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

With no annotations provided, the description carries the burden of behavioral disclosure. It explicitly states 'Free, no wallet or API key required,' clarifying authentication needs, and lists the exact fields returned. It could define 'active' or mention pagination, but for a simple read-only list, this is adequate.

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?

The description is two sentences, front-loaded with the action and resource, and packs relevant details (fields, use case, auth) without fluff. Every clause earns its place.

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?

Given the tool's simplicity (zero params, no output schema), the description covers purpose, use case, return fields, and access requirements. There are no significant gaps for an agent to invoke or interpret the tool correctly.

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?

The tool accepts no parameters, so the baseline for parameter semantics is 4. The description adds value by detailing what the output contains, compensating entirely for the empty schema and absence of output schema.

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 lists every active Isocast city, enumerating specific fields returned (slug, display name, country, etc.). This distinguishes it from siblings like get_city which presumably targets a single city.

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 provides an explicit use case: 'Use this to discover which weather markets have signals.' It implies a broad listing role without naming alternatives, but the context is clear enough for an agent to select it appropriately.

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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