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sanhao-global-experts

xhs-column-kit

A production-ready xhs column 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 disclosure burden and mostly does not meet it. It implies the output is a prompt pack rather than content, but says nothing about whether the tool generates text, costs a model call, is deterministic, or requires any account context — all of which matter for deciding to call it.

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, reasonably front-loaded, but decorated with marketing filler ('production-ready', 'you can run today') that does no work for an agent. It is short rather than dense — the length is fine, the content is thin.

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?

Low structural complexity (one optional param, no output schema) lowers the bar, but the critical unknown remains what the tool returns and how it differs from the many sibling kits. For a tool whose entire value proposition is a deliverable artifact, leaving the deliverable undefined leaves the definition 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?

Schema description coverage is 100% for the single optional 'query' parameter, so the schema already explains its meaning. The description adds nothing about how a query scopes the output, so the baseline of 3 applies.

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 the resource ('xhs column kit') and the packaging ('copy-paste prompt pack with examples'), but it never states a verb describing what the tool actually does when invoked — generate, retrieve, or assemble. In a family containing xhs-topic-kit, xhs-listicle-kit, xhs-script-kit and many more, 'column kit' alone does not let an agent distinguish this from its siblings.

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?

The only usage signal is an audience ('marketing and operations leaders') plus a vague benefit statement ('a structured, repeatable workflow you can run today'). There is no when-to-use, no when-not-to-use, and no reference to any of the dozens of near-identical xhs-*-kit siblings that would be the real alternatives.

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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