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sanhao-global-experts

sph-compare-kit

A production-ready sph compare 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

C2.2/5.0
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 burden. It does disclose the deliverable form ("a copy-paste prompt pack with examples"), which is modestly useful, but says nothing about whether the tool invokes a model, what the pack contains, or what happens when the optional query is omitted.

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?

Only two sentences, but they are almost entirely filler: "production-ready," "structured, repeatable," and "you can run today" convey no selection or invocation signal. Brevity here reflects under-specification rather than economy.

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 kit-style tool with no required parameters and no output schema, the description should at minimum pin down the platform and the type of comparison content produced. Neither is present, leaving the agent unable to decide between this and its near-identical 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?

The tool has a single optional parameter with 100% schema description coverage, so the schema already documents "query" as scoping the analysis. The description adds nothing about how the query influences the generated kit, so the baseline of 3 applies.

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 restates the tool name ("sph compare kit system") and adds only audience ("marketing and operations leaders") and delivery format ("copy-paste prompt pack"). It never says what the kit actually produces — comparison-style scripts, hooks, or posts — and never explains what "sph" denotes, so an agent cannot distinguish it from the many sibling compare kits (dy-, gzh-, xhs-, zh-compare-kit) or the 30+ other sph-* kits.

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 mention of the platform variant that selects this tool over xhs-compare-kit or dy-compare-kit, and no prerequisites. The only usage-flavored phrase, "a workflow you can run today," is marketing copy rather than a selection condition.

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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