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TradePilot Agent Commerce

Buyer persona hypothesis

tradepilot_service_buyer_persona
Destructive

Build explicitly labeled persona hypotheses from supplied evidence, avoiding sensitive personal profiling. Uses buyer-supplied information only; no external research or outbound actions. Returns a draft for human review. Price: 0.25 USD. Payment requires explicit wallet authorization.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
inputYes
result_expiresNo
idempotency_keyNo
result_signatureNo
payment_signatureNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3/5.0
Behavior1/5

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

The description directly contradicts the annotations: annotations declare openWorldHint=true (suggesting external interactions) and destructiveHint=true (implying possible destructive actions), while the description states 'no external research or outbound actions' and 'Returns a draft for human review' (implying no side effects). This is a clear contradiction, so the score is 1.

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 concise, front-loaded with purpose, and includes essential business details (price and payment authorization) without fluff. It could be more structured (e.g., explicit parameter list), but it is appropriately sized.

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 the nested object, 5 parameters, and no output schema, the description should clarify parameter semantics and side effects. It only states the output ('draft for human review') and pricing, but omits parameter usage and contradicts annotations, leaving critical gaps for an agent deciding to call it.

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

Parameters2/5

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

The schema has 0% description coverage, so the tool description must explain the parameters. It only mentions 'supplied evidence' generically and does not clarify what 'brief', 'source_text', 'audience', or the payment/expiry fields do. The description fails to compensate for the lack of schema documentation.

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 states a specific verb and resource: 'Build explicitly labeled persona hypotheses from supplied evidence'. It also clarifies a constraint ('avoiding sensitive personal profiling') that distinguishes it from generic content tools. Although it doesn't name sibling tools, the purpose is unambiguous and distinct.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage context (when you have buyer-supplied evidence and want a persona draft) but provides no explicit guidance on when not to use it or which sibling tool to choose instead. It mentions constraints (no external research) but not alternatives.

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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