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sanhao-global-experts

sph-guide-kit

A production-ready sph 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 supplied, so the description carries the full burden of behavioral disclosure. It states that the deliverable is a 'structured, repeatable workflow' delivered as a 'copy-paste prompt pack with examples,' but it omits whether the tool generates new content, assembles a static template, how the optional query affects output, and what limitations or side effects exist.

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-loads the value proposition, but the first sentence is mostly marketing framing ('production-ready,' 'for marketing and operations leaders') that restates the name. The second sentence carries the only substantive detail about the output format, making the overall structure serviceable but not tight.

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 simple tool with one optional parameter and no output schema, the description still needs to clarify what the tool does and when to choose it over sibling guide kits. It describes the packaging ('prompt pack with examples') but not the platform, content type, or concrete workflow, leaving an agent without enough context to distinguish it from its many near-neighbors.

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?

The single optional 'query' parameter is fully documented in the schema, with 100% schema description coverage. The description adds no additional meaning about how the query scopes the analysis or how to phrase it, so the baseline score of 3 is 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?

The phrase 'sph guide kit system' largely restates the tool name rather than explaining what the tool actually produces or the task it performs. The second sentence adds that the output is a 'copy-paste prompt pack with examples,' but it remains unclear what kind of guide content this is for and how it differs from the many sibling guide-kit tools.

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 description names an audience ('marketing and operations leaders') but gives no when-to-use guidance, prerequisites, or alternatives. It does not explain when an agent should select sph-guide-kit rather than dy-guide-kit, gzh-guide-kit, xhs-guide-kit, or zh-guide-kit.

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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