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sanhao-global-experts

sop-reply-tool

A production-ready sop 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
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 behavioral burden. It hints that the output is a 'copy-paste prompt pack with examples,' but does not say whether the tool reads data, writes anything, requires permissions, or what the response actually contains.

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 front-loaded with marketing adjectives such as 'production-ready' and 'repeatable workflow you can run today,' which convey no operational detail. It is concise in length but not information-dense, and 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 low-complexity tool with one optional parameter, no annotations, and no output schema, the description still fails to explain what 'reply' means, what the tool produces, or how to invoke it correctly. It is incomplete even relative to a simple generation tool.

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%, so the single optional query parameter is already documented in the schema as an optional user query to scope the analysis. The description does not mention the parameter or add any meaning beyond what the schema provides, so the baseline score 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 restates the tool name as a 'sop reply tool system' and relies on marketing phrases like 'production-ready' and 'run today' rather than stating a concrete action or output. An agent cannot tell whether this drafts a reply, generates a prompt pack, or analyzes an SOP, nor how it differs from sibling tools such as sop-write-tool or sop-gen-tool.

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?

The description provides no guidance on when to use this tool versus alternatives, no exclusions, and no named sibling among the many sop-* tools. The audience label 'marketing and operations leaders' does not help an agent select this tool for a specific task.

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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