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sanhao-global-experts

zh-column-kit

A production-ready 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

C2.3/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are supplied, so the description carries the full burden. It hints at output shape ("a copy-paste prompt pack with examples") but says nothing about what the invocation actually does, what the returned content looks like, whether it is a pure generation call, or what any side effects are.

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?

Only two sentences, which is appropriately short, but a large share of the wording is marketing filler ("production-ready", "you can run today", "structured, repeatable workflow") rather than functional information. It is front-loaded on pitch, not purpose.

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 and no output schema, the description is the only source of behavioral and output information, and it does not deliver that. An agent cannot tell from this text what it will receive back or how to frame 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% for the single optional `query` parameter, so the schema already explains its meaning. The description does not mention the parameter or add any scoping semantics beyond it, making the baseline 3 appropriate.

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?

"Column kit system" essentially restates the name, and the rest is positioning language ("production-ready", "for marketing and operations leaders"). It never says what the tool actually produces (a Zhihu-style column article? an outline? a prompt template?) or how it differs from the dozens of sibling *-column-kit tools such as gzh-column-kit, xhs-column-kit, dy-column-kit, sph-column-kit, and the zh-* family.

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 at all: no prerequisites, no exclusions, and no naming of the alternative column kits it competes with. The only cue is an audience reference to "marketing and operations leaders", which implies context but does not tell an agent when to select this tool over any sibling.

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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