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sanhao-global-experts

gzh-guide-kit

A production-ready gzh guide 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

C2.3/5.0
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 burden of behavioral disclosure. It mentions delivery as a 'copy-paste prompt pack with examples', which gives a small hint about output form, but it does not state whether the tool is read-only, whether it mutates state, what permissions are needed, 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 description is short and front-loaded with the product framing, but the two sentences are mostly promotional and do not quickly establish the concrete action. It is not bloated, but the wording could be tighter and more informative.

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 tool with no annotations and no output schema, the description should explain the return value and invocation behavior more concretely. It only says the output is a 'prompt pack with examples', which is too vague to tell an agent what it will receive or how to use the optional query.

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 as an optional scoping input. The description does not mention the parameter or add examples of how a query scopes the analysis, but the schema itself is sufficient for this low-complexity interface.

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 largely restates the name as a 'gzh guide kit system' and adds marketing framing ('production-ready', 'for marketing and operations leaders') without stating the concrete operation. It says the result is a 'copy-paste prompt pack with examples', but does not clarify whether the tool generates a guide, returns a prompt template, or assembles a workflow, nor how it differs from the many sibling gzh-* kits.

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 explicit guidance on when to use this tool, when not to use it, or which sibling kit is the alternative. The audience mention ('marketing and operations leaders') is not a usage condition, and the agent is left to infer selection from the tool name alone.

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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