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sanhao-global-experts

perf-reply-tool

A production-ready perf reply 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 of behavioral disclosure. It says the output is a 'copy-paste prompt pack with examples' rather than directly stating what the tool returns, whether it performs any writes, or what permissions or side effects are involved.

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 two sentences are not front-loaded with what the tool does. They are dominated by promotional phrasing such as 'production-ready,' 'structured, repeatable workflow you can run today,' and 'copy-paste prompt pack with examples,' which does not help an agent decide when or how to call the tool.

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?

The tool is simple (one optional parameter, no output schema), but the description is still insufficient because it never explains what a 'perf reply' is, what output to expect, or how this tool relates to the other perf-* tools. The marketing framing leaves key invocation context missing.

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, and the schema already explains that it is an optional user query to scope the analysis. The description adds no additional meaning about the query parameter, 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 largely restates the tool name as a 'perf reply tool system' and adds marketing language about being production-ready and delivering a copy-paste prompt pack. It never states a specific verb and resource, such as 'generate a reply to a performance review,' nor does it differentiate this tool from siblings like perf-write-tool or perf-summary-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 when-to-use guidance, no when-not-to-use guidance, and no reference to alternatives. The audience mention ('for marketing and operations leaders') is not invocation guidance and does not help an agent choose this tool over the many sibling perf-* 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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