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sanhao-global-experts

channel-analyze-tool

Turn expertise into output. This channel analyze tool 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

C2.2/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description must carry the full behavioral burden. It mentions including 'the complete prompt, usage guide, and edge-case handling,' but does not state whether the tool analyzes data, returns a prompt pack, has side effects, requires authorization, or provides any safety profile.

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?

The description is short but includes promotional filler such as 'Turn expertise into output' and 'produce professional results in minutes.' It is not front-loaded with actionable purpose or usage information, so the sentences do not all earn their place.

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?

For a one-parameter analysis tool with no output schema and no annotations, the description should explain what analysis is performed and what the caller receives. It leaves both unclear and does not compensate for the absence of structured behavioral information.

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?

The schema has one optional 'query' parameter with 100% description coverage, and the schema already says it scopes the analysis. The description adds no examples, format expectations, or effect of the query beyond what the input schema provides, so the baseline of 3 is appropriate.

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 says 'channel analyze tool prompt pack' and 'produce professional results,' which mostly restates the tool name and adds marketing language rather than a specific analysis verb and resource. It never explains what channel data is analyzed, what output is produced, or how it differs from channel-board-tool, channel-diag-tool, channel-formula-tool, or channel-tpl-tool.

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 are no when-to-use conditions, exclusions, or sibling alternatives. The only audience mention ('restaurant and brand teams') is not a usage rule and does not help an agent choose this tool over the many related channel and analysis 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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