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sanhao-global-experts

cervical-lumbar-care-lite

A production-ready cervical lumbar care lite 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 disclosure burden, yet it only hints at the deliverable ('copy-paste prompt pack with examples'). It says nothing about whether anything is mutated, what permissions or inputs are required, or how the workflow is scoped by the optional query.

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, but the second is promotional filler ('run today', 'production-ready') that consumes the space where actual behavioral detail should go. It is brief yet under-informative rather than efficiently dense.

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 structurally simple (one optional param, no output schema), so expectations are modest, but with no annotations and no output schema the description must explain what the agent gets back. It never does, leaving the agent unable to predict the result of a call.

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 a single optional 'query' parameter with 100% schema description coverage, so the schema already explains it. The description adds nothing about how the query scopes the analysis, which meets the baseline 3 but no higher.

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 description largely restates the tool name as a 'cervical lumbar care lite system' without stating what invoking the tool actually does (generate? analyze? template?). Phrases like 'production-ready' and 'structured, repeatable workflow' are positioning language, not a verb+resource statement, and it never distinguishes itself from the sibling 'cervical-lumbar-care'.

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?

It names an audience ('marketing and operations leaders') but gives no when-to-use condition, no prerequisites, and no guidance on when to pick this over the clearly related 'cervical-lumbar-care' sibling. The agent is left to infer selection criteria entirely.

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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