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sanhao-global-experts

sph-speech-kit

Save hours every week. This sph speech kit toolkit gives you a battle-tested prompt and operating playbook for restaurant/brand growth. No setup, works in any LLM chatbot.

Input Schema

NameRequiredDescriptionDefault
queryNoOptional user query to scope the analysis.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2/5.0
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 disclosure burden, yet it discloses nothing about what the tool returns, whether it performs any side effects, or what state it touches. 'No setup, works in any LLM chatbot' is a sales claim, not behavioral information an agent can act on.

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 both are promotional filler ('Save hours every week', 'battle-tested', 'No setup') rather than function. Nothing that identifies the tool's operation is front-loaded, so brevity here is under-specification rather than efficiency.

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 sitting in a dense family of near-identically named sph-* kits with no annotations and no output schema, the description must do the disambiguating work and does not. An agent cannot reliably decide to call this over its many 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?

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 meaning about how a query alters the playbook output, which is the baseline-3 case for fully covered schemas.

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 name ("This sph speech kit toolkit") and adds only marketing framing ("battle-tested prompt and operating playbook"). It never states what the tool actually does or what 'sph' means (presumably WeChat Channels), and it draws no boundary against the ~30 sibling sph-* kits such as sph-script-kit, sph-talk-kit, or sph-live-kit.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use guidance, no exclusions, and no named alternative. A 'speech kit' is indistinguishable from sph-talk-kit, sph-script-kit, or sph-sop-kit on the basis of this text, leaving the agent no basis for choosing it.

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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