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sanhao-global-experts

viral-title-writer

Turn expertise into output. This viral title writer prompt pack helps restaurant and brand teams produce professional results in minutes. Includes the complete prompt, usage guide, and edge-case handling.

Input Schema

NameRequiredDescriptionDefault
queryNoOptional user query to scope the analysis.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.5/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full disclosure burden. 'Includes the complete prompt, usage guide, and edge-case handling' hints that the response is packaged prompt content rather than finished titles, but it does not say what a call actually returns, what the prompt is for, whether anything is generated dynamically, or any access/prerequisite behavior. This is a significant gap for a mutation-or-generation tool with zero annotation coverage.

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?

It is short, but the leading sentence is pure filler and the useful signal ('prompt pack', 'restaurant and brand teams') is buried mid-paragraph. The three sentences read as sales copy rather than operational guidance, so brevity does not translate into 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?

No output schema, no annotations, and one barely-documented optional parameter mean the description should explain what comes back and how to use it. Instead it only advertises bundle contents. An agent could not reliably predict the response shape or decide between this and dozens of similar title/copywriting tools.

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?

Schema description coverage is 100% for the single optional 'query' parameter, so the schema already explains it and baseline 3 applies. The description adds no meaning on top — it never mentions the query, what happens if it is omitted, or what a scoping query should contain.

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 phrase 'viral title writer prompt pack' does identify a resource (viral titles) and a function (writing), so the general purpose is inferable. But the opening 'Turn expertise into output' is generic marketing framing that says nothing about the operation, and it never distinguishes itself from near-identical siblings such as title-writer-pro, viral-hook-writer, xhs-title, or wechat-title. An agent cannot tell from this text whether the tool generates headlines or simply returns a reusable prompt template.

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 statement of when to use this tool, when not to, or which sibling to prefer for a given channel (Xiaohongshu, WeChat, Douyin). The mention of 'restaurant and brand teams' is an audience hint at best, not an invocation condition. The agent is left to guess based on the name alone.

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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