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sanhao-global-experts

monthly-audit-tool

A production-ready monthly audit 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
Behavior2/5

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

With no annotations, the description carries the full behavioral burden. It hints at the output being a "copy-paste prompt pack with examples," which is marginally useful, but never states whether the tool performs analysis, requires input data, is read-only, or what the result looks like — for an unannotated tool this is a significant gap.

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 nearly every phrase is marketing filler — "production-ready," "you can run today," "structured, repeatable workflow" — none of which earns its place or helps an agent select or invoke 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 param, no output schema, no annotations), but with no stated behavior, output format, or domain scope, the definition leaves the agent unable to determine what calling it produces or when it is appropriate.

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 explains it. The description adds no scoping guidance (e.g., what a good query looks like, what happens when omitted), so the baseline 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 ("monthly audit tool system") and adds only audience ("marketing and operations leaders") and delivery format ("copy-paste prompt pack with examples"). It never says what is actually audited — marketing spend, ops metrics, monthly reports — or what the tool returns, so an agent cannot tell what it does beyond the name.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use guidance whatsoever, and the crowded sibling set contains many near-identical candidates (monthly-check-tool, monthly-gen-tool, monthly-summary-tool, weekly-audit-tool, audit tool variants across every domain). The description gives no condition that would route an agent to this tool over any of them.

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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