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sanhao-global-experts

public-private-domain

A production-ready public private domain 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 disclosure burden, and it delivers almost none: no mention of execution behavior, permissions, latency, or invocation cost. The single useful disclosure is that the deliverable is a prompt pack with examples, which gestures at the return content but gives no structure, length, or format detail.

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?

It is short, but the two sentences are largely sales filler ('production-ready', 'you can run today') rather than front-loaded functional information. Length is fine; the allocation of those words to persuasion instead of capability is the problem.

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 place an agent could learn what invoking this returns and how to phrase the query, and it is silent on both. For a tool whose output is an opaque prompt pack, the caller cannot judge from this text whether the result will fit the request.

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?

There is one optional parameter and the schema documents it at 100% coverage ('Optional user query to scope the analysis'), so the schema already does the work. The description never references the query parameter or explains how scoping changes the output, so it adds nothing beyond the schema; baseline 3 applies.

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 text is promotional framing rather than a functional statement: it says it is 'a production-ready public private domain system' and a 'copy-paste prompt pack', but never says what the tool actually does when invoked. It distinguishes itself from nothing else in the large sibling set (private-domain-closer, private-domain-growth, private-domain-sop), and 'system' and 'workflow' are marketing nouns rather than a verb+resource.

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 scoping signal is an audience ('marketing and operations leaders'), which is not a when-to-use rule. There is no statement of when to pick this over private-domain-sop or private-domain-growth, no prerequisites, and no indication of what input the caller should supply.

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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