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sanhao-global-experts

gzh-talk-kit

A production-ready gzh talk 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?

With no annotations supplied, the description carries the full disclosure burden. The only concrete behavioral hint is 'delivered as a copy-paste prompt pack with examples', which suggests a static content artifact rather than an analysis, but it never states whether the tool generates new content, retrieves a fixed template, or how the 'query' affects the result.

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 short sentences with no padding, but they are entirely promotional and carry almost no operational information, so the brevity reflects thin content rather than disciplined editing.

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 what comes back and how to invoke it meaningfully. Instead it leaves the return shape, the role of the optional query, and the distinction from sibling kits unspecified, which is inadequate for correct invocation.

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 coverage is 100% for the single optional 'query' parameter, so the schema already documents its meaning. The description adds nothing about how the query scopes or shapes the output, so it neither helps nor harms beyond the baseline for fully-described schemas.

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 name with marketing buzzwords ('production-ready gzh talk kit system', 'structured, repeatable workflow') without ever stating what the tool actually produces or what action it performs. An agent cannot distinguish it from the dozens of near-identical siblings such as gzh-script-kit, gzh-speech-kit, or gzh-sop-kit, since 'talk kit' is never defined as a specific deliverable.

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?

'For marketing and operations leaders' implies an audience but gives no condition for when to pick this tool over the ~30 other gzh-*-kit variants in the sibling list. There are no exclusions, no prerequisites, and no named alternative, leaving selection entirely to guesswork.

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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