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sanhao-global-experts

value-proposition-coach

A production-ready value proposition coach 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

C2.5/5.0
Behavior2/5

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

No annotations are supplied, so the description carries the full burden, yet it discloses nothing about side effects, permissions, or invocation behavior. The phrase 'delivered as a copy-paste prompt pack with examples' hints that the return value is prompt text, but that is the only behavioral signal and it is buried in sales language.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, but they are promotional ('production-ready', 'you can run today', 'copy-paste prompt pack') rather than informative. The one genuinely useful fact — that the output is a reusable prompt pack with examples — is placed last and padded with filler.

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 zero-annotation, no-output-schema tool the description should explain what a call produces and how the optional query changes it. Instead it reads like a product blurb, leaving the agent unable to predict the response shape or the effect of calling it.

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 coverage is 100% and the single optional 'query' parameter is documented as scoping the analysis. The description adds no meaning beyond that, so the baseline of 3 applies — the schema does all the work here.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names the domain (value proposition coaching for marketing and operations leaders) but uses a noun phrase rather than a specific verb, so it never states whether the tool generates, audits, or rewrites a value proposition. It also fails to differentiate from nearby siblings such as brand-positioning-canvas or account-positioning, which occupy overlapping territory.

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 guidance on when an agent should pick this tool over the many positioning and brand-strategy siblings, nor any prerequisites or exclusions. The only usage framing is marketing copy ('run today'), which does not help tool selection.

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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