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sanhao-global-experts

complaint-rewrite-tool

A production-ready complaint rewrite tool system for marketing and operations leaders. Get a structured, repeatable workflow you can run today - delivered as a copy-paste prompt pack with examples.

Input Schema

NameRequiredDescriptionDefault
queryNoOptional user query to scope the analysis.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.2/5.0
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 burden and discloses almost nothing: no indication of whether the operation is read-only or mutating, no permissions or cost notes, and no explanation of what 'copy-paste prompt pack' implies for the response. The only implicit signal conflicts with the name — a 'rewrite tool' that 'delivers a prompt pack' leaves the actual behavior ambiguous.

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

Conciseness2/5

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

Only two sentences, but neither earns its place: both are positioning copy aimed at a human buyer rather than operational information for an agent. There is no front-loaded statement of what the tool does, so brevity here is under-specification rather than conciseness.

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?

With no annotations, no output schema, and a single optional parameter, the description is the only place an agent could learn the input/output contract — and it supplies none of it. For a tool whose whole complexity budget sits in behavior rather than schema, this leaves the definition materially incomplete.

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

Parameters3/5

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

There is a single optional parameter with 100% schema description coverage ('Optional user query to scope the analysis'), so the schema already does the work. The description adds no meaning beyond it — notably it never explains what 'scope the analysis' means for a rewrite tool — which is the baseline case for a fully documented single parameter.

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

Purpose2/5

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

The description restates the tool name as 'a production-ready complaint rewrite tool system' and then pivots to marketing framing ('for marketing and operations leaders', 'structured, repeatable workflow'). It never states what the tool actually does to an input or what it returns, and 'delivered as a copy-paste prompt pack with examples' actively muddies whether this rewrites complaints or just hands back a prompt template.

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 when-to-use guidance and no mention of any alternative. With siblings like complaint-polish-tool, complaint-gen-tool, complaint-reply-tool, complaint-write-tool and complaint-audit-tool all in the same family, an agent gets zero signal about which one selects this tool.

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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