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sanhao-global-experts

sph-template-kit

A production-ready sph template kit 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

C2.3/5.0
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. It hints at the deliverable form ('copy-paste prompt pack with examples'), which is modestly useful, but says nothing about whether processing is generative, what the caller must supply, whether output is deterministic, or how large a response is returned.

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 and no padding in length, but the payload is mostly promotional filler ('production-ready', 'workflow you can run today') rather than information an agent can act on. The one substantive fact, that output is a prompt pack with examples, is buried at the end.

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 350+ sibling tools, the description must do more. It omits what the tool returns in practice, how the optional query changes output, and any differentiation from the dense sph-* and *-template-kit clusters, leaving an agent unable to make a confident selection.

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 one optional parameter ('query') and schema description coverage is 100%, so the schema itself defines the field. The description adds no meaning about how the query scopes results, but under the high-coverage rule a 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 sentence largely restates the name (a 'sph template kit system') and wraps it in marketing adjectives ('production-ready', 'for marketing and operations leaders') rather than stating a concrete verb and resource. It never defines what 'sph' means or what the templates actually contain, and with ~30 sibling sph-*-kit tools (sph-script-kit, sph-sop-kit, sph-topic-kit, etc.) an agent has no basis for telling this apart from its siblings.

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 when-not-to-use, and no named alternative. The description asserts the kit is 'repeatable' and 'runnable today' but gives the agent no condition that would select this tool over the many similar kit tools in the catalog.

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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