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sanhao-global-experts

sph-script-kit

AI-powered restaurant & brand intelligence pack. Instantly generate a ready-to-use sph script kit workflow - no prompt engineering needed. Ships as a full prompt kit with step-by-step instructions and a 30-day support promise.

Input Schema

NameRequiredDescriptionDefault
queryNoOptional user query to scope the analysis.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.4/5.0
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, and it discloses almost nothing functional: no indication of what is returned (a prompt kit? generated scripts?), whether the optional query changes output, cost, rate limits, or side effects. The only specifics — 'no prompt engineering needed' and a '30-day support promise' — are marketing 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.

Conciseness2/5

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

Three sentences, of which two are sales boilerplate ('no prompt engineering needed', 'ships as a full prompt kit', '30-day support promise') that consume attention without helping an agent decide or invoke. It is also front-loaded with the least relevant content — the misleading 'restaurant & brand intelligence pack' framing — rather than the actual function.

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 and no output schema, the description is the only source of behavioral and return-shape information, and it does not supply either. For a one-line, no-required-parameter tool the bar is low, but an agent still cannot tell what it will receive or how it differs from the surrounding kit family.

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?

There is a single optional parameter with 100% schema description coverage ('Optional user query to scope the analysis'), so the schema already explains it. The description adds no further meaning about what scoping the query does or what happens when it is omitted, which is acceptable at high coverage but leaves the baseline unimproved.

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 a verb ('generate') and a resource ('sph script kit workflow'), which gives a rough idea, but 'sph' is never expanded and 'script kit workflow' does not say what the artifact actually is (video scripts? prompt templates?). The opening claim 'AI-powered restaurant & brand intelligence pack' actively muddies the purpose, since it describes a different product category than a script kit and offers no differentiation from the many sibling kits such as sph-scriptlist-kit, sph-topic-kit, or dy-script-kit.

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 to choose this tool over alternatives. With dozens of near-identical siblings (sph-scriptlist-kit, sph-sop-kit, gzh-script-kit, dy-script-kit, zh-script-kit), the absence of any routing condition or exclusion leaves selection entirely to guesswork.

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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