Skip to main content
Glama

sanhao-global-experts

sph-avoid-kit

Turn expertise into output. This sph avoid kit 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

C2.3/5.0
Behavior2/5

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

With no annotations, the description carries the full behavioral burden. It says the pack includes a prompt, usage guide, and edge-case handling, but does not describe what the tool actually returns, how it behaves, or what constraints apply.

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?

The description is short, but it is not front-loaded with useful purpose information. The first sentence is a generic hook and 'in minutes' is marketing filler, though the overall length is not excessive.

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 and no output schema, the description still leaves the core purpose and return behavior unclear. It does not provide enough context for an agent to know when this prompt pack is the right choice.

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%, and the single optional 'query' parameter is documented in the schema as scoping the analysis. The description adds no meaning beyond that, so the baseline of 3 is appropriate.

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 largely restates the tool name as an 'sph avoid kit prompt pack' and adds only generic marketing language about producing professional results. It never explains what 'avoid' means, what content it helps avoid, or how it differs from the many sibling *-avoid-kit tools.

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?

It names restaurant and brand teams as the audience, which gives weak implied usage. It gives no explicit when-to-use guidance, no exclusions, and no comparison to alternatives such as xhs-avoid-kit, gzh-avoid-kit, or the broader sph-* kit family.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.