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sanhao-global-experts

ticket-analyze-tool

A production-ready ticket analyze 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

C2.2/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden, yet it says nothing about inputs consumed, the kind of analysis produced, precision/recall limits, or output shape. Describing the deliverable as a "copy-paste prompt pack" actually creates ambiguity about whether this tool performs analysis at all.

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 pure positioning filler rather than front-loaded substance; neither earns its place. The name-level concept appears first, but no actionable information follows it.

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 a broad one-parameter surface, the description should clarify what a "ticket" is, what analysis dimensions are returned, and how results are used. It supplies none of that, leaving an agent unable to judge fitness against the dense ticket-* sibling cluster.

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 with 100% schema description coverage, so the schema already explains that "query" scopes the analysis. The description adds nothing about how the query influences scope, 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 text restates the tool name ("ticket analyze tool") and surrounds it with marketing language ("production-ready ... system", "structured, repeatable workflow") without stating a concrete verb+resource or the object being analyzed. Nothing distinguishes it from the many ticket siblings (ticket-board-tool, ticket-diag-tool, ticket-formula-tool, ticket-tpl-tool). The closing "copy-paste prompt pack with examples" even muddies whether it analyzes tickets or ships a prompt template.

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 or when-not-to-use guidance, and no named alternative. Phrases like "workflow you can run today" describe marketing positioning, not the situation that should select this tool over ticket-diag-tool or ticket-formula-tool.

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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