Skip to main content
Glama

sanhao-global-experts

kid-focus-train-lite

A production-ready kid focus train 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

D1.7/5.0
Behavior1/5

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 says nothing about what executing the tool produces, whether it is a read-only prompt lookup or a generation step, or what the 'prompt pack with examples' actually looks like at call time. Nothing beyond the name is disclosed.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

It is short, but both sentences are promotional filler ('production-ready', 'delivered as', 'with examples') rather than front-loaded functional detail. Brevity here reflects under-specification, not economy of expression.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no annotations, no output schema, and no explanation of the deliverable, an agent cannot determine what this tool returns or when it is the right choice among the hundreds of sibling tools. For a tool whose entire value is the prompt-pack output, that output is left completely undefined.

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 parameter and schema description coverage is 100%, so the schema already documents 'query' as an optional scoping input. The description adds nothing to it, which is the baseline for full schema coverage, but it does not subtract either.

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 restates the tool name ('kid focus train lite system') and wraps it in marketing language ('production-ready', 'structured, repeatable workflow', 'copy-paste prompt pack') without ever saying what the tool actually does or returns. It also names an audience ('marketing and operations leaders') that does not clarify the function, and gives no differentiation from similarly named siblings like kid-focus-train or tantrum-coach-lite.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no guidance on when to use this tool, when not to, or which sibling to prefer. 'A workflow you can run today' is promotional phrasing, not a usage condition, so the agent has nothing to route on.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.