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sanhao-global-experts

local-life-copy-pro

Turn expertise into output. This local life copy pro prompt pack helps restaurant and brand teams produce professional results in minutes. Includes the complete prompt, usage guide, and edge-case handling.

Input Schema

NameRequiredDescriptionDefault
queryNoOptional user query to scope the analysis.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Since no annotations are provided, the description carries the full behavioral burden. It communicates that this is a high-quality resource that handles edge cases, providing valuable context regarding the robustness of the output, although it doesn't list technical constraints like latency or auth requirements.

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

Conciseness5/5

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

The definition is extremely concise and well-structured. It uses the first sentence to establish a strong value proposition and the second sentence to clearly define the resource scope and deliverables.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given that the tool is a prompt pack with only one optional input parameter, the description provides more than enough context for an agent to understand its domain and capabilities. It is complete enough for its complexity, especially since the output structure is not mandated.

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% for the single input parameter ('query'). As the description is highly focused on the tool's overall value proposition rather than the input mechanics, the baseline score of 3 applies.

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

Purpose4/5

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

The description clearly identifies the target audience (restaurant and brand teams) and the function (producing professional copy). It successfully names its niche ('local life copy pro'), which helps distinguish it from other generic copywriting tools in the sibling list.

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

Usage Guidelines3/5

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

The tool suggests it is a comprehensive resource ('prompt pack') and includes a usage guide. However, it fails to provide explicit guidance on when this tool should be chosen over a specific sibling tool, offering only general domain context.

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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