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sanhao-global-experts

account-positioning

A production-ready account positioning 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 behavioral burden. It hints the output is a prompt pack with examples, but says nothing about what actually happens on invocation, what content is returned, whether the optional query changes behavior, or any limits — it reads as sales copy rather than behavioral disclosure.

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, reasonably tight, but much of the text is promotional filler ('production-ready', 'you can run today') that does not help an agent decide or invoke. The substantive detail (prompt pack with examples) is buried at the end rather than front-loaded.

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 single loosely described parameter, the description should tell the agent what the tool returns and how to invoke it meaningfully. Instead it offers a pitch, so an agent cannot predict the output or confidently choose this over the many adjacent positioning/brand 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?

Only one optional parameter exists and schema description coverage is 100%, so the schema already documents the 'query' param. The description never mentions how the query scopes or affects the output, but with full schema coverage the baseline of 3 is appropriate.

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 resource ('account positioning system') and the deliverable format ('copy-paste prompt pack with examples'), which gives some sense of purpose. However, it never states a concrete verb or operation (generate, diagnose, build) and leans on marketing adjectives ('production-ready', 'structured, repeatable workflow') rather than saying what the tool actually produces or how it differs from siblings such as brand-positioning-canvas or value-proposition-coach.

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 exclusions, and no mention of alternatives in a sibling set that contains several closely related positioning tools (brand-positioning-canvas, brand-core, brand-strategy-planner, value-proposition-coach). The agent is left to guess which positioning tool to select.

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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