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sanhao-global-experts

persona-diag-tool

A production-ready persona diag tool 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 behavioral burden and largely fails it. The phrase "delivered as a copy-paste prompt pack with examples" is the one genuinely informative line, implying the return value is a reusable prompt template rather than an executed diagnosis, which arguably sits oddly with the "diag" framing. Nothing is said about whether the tool performs analysis, what permissions or side effects exist, or what the prompt pack contains.

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?

At two short sentences it is not bloated, but a large share of the words are promotional filler ("production-ready", "repeatable workflow you can run today") that does not help an agent decide or invoke correctly. The one substantive fact, the prompt-pack output, is buried in the trailing clause rather than front-loaded.

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 tool whose differentiating value is a deliverable artifact, the description never says what the prompt pack contains, what persona framework it encodes, or how the optional query changes the result. With no annotations and no output schema, the description is the only source of that information and it does not provide it. The mismatch between the "diag" name and the "prompt pack" deliverable is left unresolved.

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 its meaning and the baseline of 3 applies. The description adds no additional detail about how the query scopes or constrains the generated workflow. No schema gap is left unaddressed, but no extra meaning is contributed 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 essentially restates the tool name ("persona diag tool system") and dresses it in marketing language rather than stating what the tool actually does. It never distinguishes "diag" from the many sibling variants (persona-analyze-tool, persona-board-tool, persona-formula-tool, persona-tpl-tool), so an agent cannot tell which one to pick. The only concrete signal is that the deliverable is a copy-paste prompt pack, which is useful but not a stated purpose.

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 prerequisites, and no mention of alternatives. "You can run today" and "for marketing and operations leaders" gesture at an audience but do not tell an agent under which conditions this tool beats persona-analyze-tool or persona-board-tool. Usage must be guessed entirely from the name.

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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