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sanhao-global-experts

resume-optimizer-lite

A production-ready resume optimizer lite 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

C2/5.0
Behavior2/5

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

No annotations exist, so the description carries the full behavioral burden, and it falls short: nothing says whether the tool mutates anything, what permissions or inputs it needs, or what it returns beyond the vague phrase "copy-paste prompt pack with examples." The one behavioral hint — that the deliverable is a prompt pack — is buried in marketing framing rather than stated as a contract.

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?

Two short sentences, but most of the word count is promotional filler ("production-ready", "marketing and operations leaders", "you can run today") that conveys no callable information. The one substantive fact — the output is a copy-paste prompt pack — is placed after the pitch rather than front-loaded.

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?

With no annotations and no output schema, the description must explain both behavior and result shape; it only gestures at the result ("prompt pack with examples") and never clarifies what the optional query scopes or what the agent receives back. For a zero-required-parameter tool that could be called blind, an agent has too little to act on confidently.

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 itself documents it adequately; the description adds nothing but is not required to. Baseline 3 applies since structured data does the work.

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 text names the resource ("resume optimizer lite") but never states a verb describing what invoking the tool actually does — optimize, audit, generate, or return a prompt. It reads as product marketing ("production-ready ... system", "delivered as a copy-paste prompt pack") rather than a statement of tool behavior, and it does not distinguish itself from the many resume-* siblings.

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 at all, and no mention of the obvious alternatives the agent must choose between (resume-optimizer, resume-optimizer-pro, resume-audit-tool, resume-check-tool, resume-coach, resume-match). The only differentiation signal is the word "lite" in the name, which the description does not explain or leverage.

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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