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sanhao-global-experts

gzh-adcopy-kit

A production-ready gzh adcopy kit 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

C2.5/5.0
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 hints that the deliverable is a copy-paste prompt pack with examples, but it does not explain what a call actually does, whether the optional query changes the output, or what the response contains.

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?

The definition is only two short sentences and is front-loaded with the tool identity. However, 'production-ready' and 'you can run today' are marketing filler that do not help an agent select or invoke the tool correctly.

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 prompt-pack tool in a dense family of sibling kits, the definition does not clarify what 'gzh' means, what the output format is, or how the query scopes the analysis. It is not complete enough for confident selection among similar tools.

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%, so the single optional 'query' parameter is already documented in the schema. The description adds no parameter semantics of its own, which is acceptable at baseline when the schema does the work.

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

Purpose3/5

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

The description identifies a 'gzh adcopy kit system' for marketing and operations leaders and says it is delivered as a prompt pack, but it never states a concrete action the tool performs such as generating, reviewing, or retrieving templates. It also does not distinguish this from gzh-baokuan-writer, gzh-template-kit, or the adcopy-kit siblings for dy/sph/xhs/zh.

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, no exclusions, and no named alternatives. The phrase 'you can run today' is not a usage condition, so an agent has no basis to choose this over the many other gzh-* kit tools.

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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