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sanhao-global-experts

ecom-copy-pro

A production-ready ecom copy pro 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

C2.3/5.0
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 and largely fails it — it does not say what the tool returns, whether the output is text, whether state is created, or what "examples" comprise. The only genuinely informative disclosure is that the deliverable is a prompt pack rather than an analysis, which is useful but thin for an unannotated tool.

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?

Two sentences with no filler verbiage, which is appropriately sized. However, the front-loaded first sentence is marketing positioning rather than functional information, so the opening a reader most relies on delivers the least value.

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 no description of the return shape, an agent cannot tell what calling this tool yields or how to phrase the query. For a tool whose whole value proposition is a packaged workflow, the absence of any concrete description of that workflow is a significant gap.

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?

Schema description coverage is 100% for the single optional `query` parameter, so the schema already documents it as an optional scoping input. The description adds no guidance on what a scoped query changes or what happens when it is omitted. Baseline 3 applies since the schema does the heavy lifting.

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 with promotional framing ("production-ready ecom copy pro system") rather than stating a concrete verb and resource. It never says what the tool actually produces or does — only that the deliverable is a "copy-paste prompt pack with examples." With ~300 siblings including ecom-detail-optimizer and ecom-detail-page, no differentiation is offered at all.

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 or when-not-to-use guidance, no prerequisites, and no named alternative despite an extremely dense sibling set of copywriting tools. The line "workflow you can run today" hints at a run-oriented usage pattern but gives the agent nothing to discriminate on.

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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