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Customer review response draft

tradepilot_service_review_response_draft
Destructive

Draft a reply to a customer's public review in a specified tone (professional, friendly, or apologetic), addressing what they actually wrote without inventing facts, promises, discounts or compensation the buyer did not explicitly authorize. Keep it concise and appropriate to post publicly. 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. Added

TDQS

B3/5.0
Behavior1/5

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

The description adds meaningful behavioral context: no outbound actions, buyer-supplied information only, no invented facts, draft for human review, and explicit payment authorization requirement. However, it directly contradicts the openWorldHint=true annotation by claiming 'no external research or outbound actions,' and it is difficult to reconcile destructiveHint=true with a tool that only returns a draft. This is an annotation contradiction.

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 four sentences with no filler, front-loads the core action, and packs in constraints, output type, price, and authorization requirements. It is slightly dense but every clause earns its place. The length is justified for a paid, constrained service.

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 paid tool with 5 parameters, a nested input object, and no output schema, the description leaves important gaps: how to provide the payment signature, what result_expires and idempotency_key mean, and what the returned draft's structure looks like. It also conflicts with the provided annotations, so an agent cannot fully rely on 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?

Schema description coverage is 0%, so the description must compensate, but it only gives partial context: tone options, buyer-supplied information, and payment/wallet authorization. It never explains the nested input fields (brief, source_text, audience) or the auxiliary parameters (result_expires, idempotency_key, result_signature, payment_signature). An agent would struggle to construct a correct request from the description alone.

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 opens with a precise verb and object: 'Draft a reply to a customer's public review.' It adds differentiating constraints with tone options and explicit limitations on inventing facts or promises. This is clearly distinct from the many sibling content tools, and an agent can tell what this tool does without opening the schema.

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 gives useful operational context: use buyer-supplied information only, no external research or outbound actions, concise and public-ready, returns a draft for human review. However, it never explicitly says when to choose this tool over alternatives such as objection_responses or support_ticket_triage, nor does it state when the tool should not be used.

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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