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sanhao-global-experts

sleep-apnea-guide

A production-ready sleep apnea guide 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 supplied, so the description carries the full behavioral burden and largely fails it. It never states whether the tool is read-only, what it returns beyond the vague phrase 'copy-paste prompt pack', whether the optional query changes the output, or that this is health-adjacent content requiring a disclaimer. The tone is promotional ('production-ready', 'you can run today') rather than disclosing behavior.

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 sentences, reasonably front-loaded, but a large share of the text is unearned marketing language ('production-ready', 'run today', 'marketing and operations leaders') that conveys no operational information. It is short enough not to be bloated, yet not dense with useful facts.

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?

The tool is simple (one optional param, no output schema, no annotations), so a short description is acceptable, but this one leaves core questions open: what exactly is returned, how the query affects it, and how it differs from the sleep-fixer siblings. For health-adjacent content, the absence of any disclaimer or scope note is also a completeness gap.

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 or alters the generated pack, so the baseline-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 names the resource ('sleep apnea guide system') and the deliverable ('a copy-paste prompt pack with examples'), so an agent can guess it returns a template pack rather than analysis. But the framing is marketing copy rather than a functional verb, and the stated audience ('marketing and operations leaders') is incongruent with a health topic, leaving the actual purpose ambiguous. It never distinguishes itself from the close sibling sleep-fixer / sleep-fixer-lite.

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, no preconditions, and no naming of alternatives. The description does not tell an agent whether to pick this over sleep-fixer, sleep-fixer-lite, or baby-sleep-planner, all of which are plausible siblings for the same user intent. Only implicit guidance ('run today') exists.

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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