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Seiche, LiquiLens and Undertow source data

research_workspace

Read-onlyIdempotent

Read the same coverage, source freshness, gaps and descriptive overview as the website. Compare snapshot_id across REST/MCP; independent source clocks remain explicit.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
productNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

C2.4/5.0
Behavior3/5

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

Annotations already declare readOnly, idempotent, non-destructive, and closed-world behavior. The description adds some output-content context (coverage, source freshness, gaps, descriptive overview) and a freshness caveat about independent source clocks, but it remains too cryptic to be strongly useful.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is short and front-loads a purpose-like sentence, but the second sentence is jargon-heavy and seems unrelated to the visible parameter. It is concise but not well-structured for an agent.

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?

For a read tool with no output schema and an undocumented enum parameter, the description does too little. It does not explain what the product enum controls, what shape the results take, or when the tool should be selected over siblings.

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

Parameters1/5

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

The schema has one optional enum parameter, but schema description coverage is 0% and the description never mentions 'product'. Instead it mentions 'snapshot_id', which is not in the schema, so it actively fails to explain the only input.

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

Purpose3/5

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

The description gives a vague purpose: reading coverage, source freshness, gaps, and descriptive overview. It never explains what a 'workspace' is or how this differs from siblings such as research_series_summary or research_analysis. The mention of snapshot_id and REST/MCP adds confusion rather than clarity.

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?

There is no guidance on when to use this tool versus the seven sibling research tools. The phrase 'Compare snapshot_id across REST/MCP' hints at a comparison workflow but does not specify a condition, prerequisite, or alternative.

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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