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build_intent_queries

Turn a product description into buying-intent search phrases (competitor alternatives, switching, export, pricing pain, recommendations).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
jobsNo
productNo
categoryNo
competitorsNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.6/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full behavioral burden. It only states the transformation and output categories; it does not disclose authentication needs, rate limits, determinism, execution side effects, or any return format details.

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 front-loaded sentence with no filler or repetition. It is appropriately sized for a high-level purpose statement, though the lack of supporting details keeps it from being maximally useful.

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 tool with four undocumented parameters, no annotations, and no output schema, the description is incomplete. It gives the broad purpose and output categories but omits parameter semantics, usage context, and behavioral details needed to invoke it confidently.

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?

Schema description coverage is 0% for four parameters, so the description must compensate. Instead, it does not explain the meaning, format, or role of jobs, product, category, or competitors, leaving all parameter semantics undocumented.

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 states a specific verb and resource: turning a product description into buying-intent search phrases. It also enumerates output categories, making the tool's purpose clear. However, it does not distinguish this tool from the sibling run_intent_pack, which may also relate to intent queries.

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 explicit guidance on when to use this tool versus alternatives such as run_intent_pack, nor any prerequisites or exclusions. The description implies a use case but leaves routing decisions entirely to the agent.

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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