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sanhao-global-experts

note-layout-coach

Turn expertise into output. This note layout coach prompt pack helps restaurant and brand teams produce professional results in minutes. Includes the complete prompt, usage guide, and edge-case handling.

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 behavioral burden, and it largely fails. "Includes the complete prompt, usage guide, and edge-case handling" hints that the response is packaged prompt content rather than an analysis, but it does not state the return shape, whether anything is mutated or persisted, or what "edge-case handling" means in practice.

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 first sentence is pure sloganeering and the remaining two are marketing claims ("professional results in minutes") that carry no operational information. The one mildly useful fact, that a prompt and usage guide are included, is buried at the end.

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, no output schema, and only one optional parameter, the description is the sole source of behavioral information — and it does not explain what the tool returns or how a caller should use it. For a tool whose entire value proposition appears to be delivering prompt content, the description never confirms that.

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 as scoping input. The description adds no further meaning about what the query should contain (a note topic, a layout request, a restaurant context?) — baseline 3 applies when the schema does the work.

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 leads with a slogan ("Turn expertise into output") and then markets a "note layout coach prompt pack" rather than stating what the tool actually does when invoked. It never says whether it returns a prompt template, coaches the agent through a note layout, or transforms input into a formatted note, and it does nothing to separate itself from the hundreds of sibling coach/prompt-pack 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 only scoping hint is an audience claim ("restaurant and brand teams"), which gestures at a use case but gives no trigger conditions, no prerequisites, and no named alternative among the many sibling tools. An agent would have no basis for choosing this over siblings like brand-fnb-playbook or any of the gzh/xhs note-formatting tools.

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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