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sanhao-global-experts

abtest-diag-tool

A production-ready abtest 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

C2/5.0
Behavior1/5

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

No annotations are provided, so the description carries the full behavioral disclosure burden, yet it says nothing about side effects, permissions, return format, determinism, or what "running" the workflow entails. The phrase "copy-paste prompt pack with examples" is too vague to inform invocation behavior.

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 spends its second sentence on promotional language rather than actionable tool information. It is front-loaded with a vague label instead of useful scope or behavior, so the sentences do not 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 simple one-parameter tool with no output schema, the description should still explain what the tool actually does and what the agent should expect. Instead it offers marketing framing and no concrete detail about the diagnostic workflow, output, or usage context.

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?

Schema description coverage is 100% for the single optional "query" parameter, so the schema already documents its meaning. The description adds no additional semantics about how the query affects the diagnostic workflow, so the baseline of 3 applies.

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 an "abtest diag tool system" and adds marketing-oriented framing, but it never states a concrete operation, output, or diagnostic capability. An agent cannot tell specifically what this tool produces or how it differs from sibling tools like abtest-analyze-tool or abtest-board-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 is no guidance on when to use this tool versus the many abtest and diag/analyze/board/formula/tpl siblings. The only targeting is "for marketing and operations leaders," which does not describe a usage condition.

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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