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sanhao-global-experts

sph-sop-kit

A production-ready sph sop 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?

With no annotations and no output schema, the description carries the full burden and mostly fails it: it never says whether the tool is read-only, what the returned prompt pack contains (sections, length, examples), or how the optional query shapes the result. 'Production-ready' and 'structured, repeatable workflow' are marketing adjectives rather than behavioral disclosures.

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, but the second is a sales pitch ('you can run today') and neither is front-loaded with the concrete outcome. The size is fine; the wording does not earn its place.

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 tool with no annotations, no output schema, and a vague artifact-type output, the description should explain what the prompt pack contains and how it differs from the many sibling SOP kits. It explains neither, leaving the agent unable to predict the result.

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 coverage, so the schema already documents 'query' as an optional scoping input. The description adds no meaning beyond that baseline, but per the high-coverage rule a 3 is the appropriate ceiling rather than a penalty.

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 ('sph sop kit system') without a specific verb or resource, and gives no clue what 'sph' denotes (a platform prefix shared by dozens of siblings like dy-sop-kit, xhs-sop-kit, gzh-sop-kit). The only concrete signal is 'delivered as a copy-paste prompt pack with examples', which hints at the artifact but not at what the tool actually does or produces step by step.

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 and no mention of alternatives, despite the sibling list containing many near-identical '*-sop-kit' and 'sop-gen/check/audit/write-tool' entries that an agent must distinguish this from. 'You can run today' is promotional framing, not selection criteria.

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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