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sanhao-global-experts

monthly-reply-tool

A production-ready monthly 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

C2/5.0
Behavior1/5

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

No annotations are supplied, so the description carries the full burden of behavioral disclosure. Instead of describing side effects, output shape, or execution model, it makes unverifiable marketing claims about being "production-ready" and "delivered as a copy-paste prompt pack" — which tells an agent nothing about what happens when the tool is invoked.

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 every sentence is sales copy rather than specification: "production-ready," "marketing and operations leaders," "run today," "copy-paste prompt pack" none of which help an agent call the tool. Brevity without signal is under-specification, not conciseness.

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 vague single-parameter interface, the description must explain what the tool returns and when it applies. It does neither, leaving an agent unable to predict the result of calling it or to place it among its many monthly-* siblings.

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 and schema description coverage is 100%, so the schema already explains that "query" scopes the analysis. The description adds nothing about how the query influences output, but the high schema coverage holds this at the baseline of 3.

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 restates the name ("monthly reply tool system") and adds only marketing framing about being "production-ready" and a "prompt pack." It never says what a "monthly reply" actually is or what the tool produces, and with siblings like monthly-gen-tool, monthly-write-tool, monthly-summary-tool and monthly-polish-tool in the same family, an agent has no basis for choosing this one.

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 and no named alternative. The phrase "a workflow you can run today" gestures at usage but does not state a triggering condition, prerequisites, or how this differs from the eight other monthly-* reply/write/generate 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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