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sanhao-global-experts

recruit-check-tool

A production-ready recruit check tool 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

D1.9/5.0
Behavior1/5

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

No annotations are supplied, so the description must carry the full behavioral burden, but it discloses nothing about whether this check reads or writes data, what it validates, what permissions it needs, or what happens to inputs. Calling it a "copy-paste prompt pack" does not clarify the tool's runtime behavior at all.

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?

The description is short but front-loads promotional adjectives like "production-ready" and "you can run today" rather than the tool's actual purpose. Most of the sentence space is spent on marketing framing and "copy-paste prompt pack" language that does not help an agent decide or invoke the tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a tool with one optional parameter and no annotations or output schema, the description still fails to explain what a "recruit check" produces or what it examines. An agent cannot determine from this text what the tool is for or how to use it correctly.

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 single optional "query" parameter is fully documented in the schema at 100% coverage, so the baseline is 3 even though the description adds no parameter meaning. The description does not explain how the query scopes the analysis or what format it should take.

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 calls itself a "recruit check tool system" but never states what is being checked or what operation the tool performs. "Get a structured, repeatable workflow" is marketing language rather than a specific verb+resource, and it does not distinguish this from sibling recruit-audit-tool, recruit-gen-tool, or recruit-summary-tool.

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 guidance on when to use this tool versus the many recruit-* siblings, nor any prerequisites, exclusions, or scenario descriptions. The phrase "for marketing and operations leaders" describes an audience, not a usage 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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