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modelwatch_latest

The most recent model-economy event (paid, $0.002/req or pass).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

B3/5.0
Behavior2/5

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

With no annotations available, the description carries full behavioral disclosure burden. It mentions 'paid, $0.002/req or pass', which is a cost/access trait, but the meaning of 'pass' is cryptic and no information about the output format, side effects, or operational behavior is given.

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 sentence and remains concise. However, the parenthetical 'paid, $0.002/req or pass' adds confusing, possibly non-essential detail that could be better placed or explained elsewhere, slightly detracting from clarity.

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?

Since there is no output schema and no annotations, the description should fully explain what the tool returns and the meaning of key terms. It does not describe the return value's shape, what constitutes a 'model-economy event', or the 'pass' mechanism, leaving the tool under-specified.

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 has zero parameters, so the baseline score of 4 applies. The description does not need to add parameter information, and the schema coverage is complete by default.

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 indicates the tool returns the most recent model-economy event, distinguishing it from sibling tools like modelwatch or modelwatch_search via 'latest'. However, it lacks an explicit verb such as 'returns' or 'fetches', relying on the noun phrase to imply the action.

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 provided on when to use this tool versus alternatives like modelwatch or modelwatch_search. The description only states what the tool provides, not in which scenarios it is the appropriate choice.

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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