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get_skill_frequency

Read-onlyIdempotent

Rank skills by how many resumes list them, identifying the most common technologies across all candidates.

Instructions

Return badge skills ranked by how many resumes list them, in descending order.

Useful for identifying the most common technologies across all candidates.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum number of skills to return (default 20)

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

Annotations already indicate readOnly and idempotent behavior. The description adds the descending order ranking detail, which is non-obvious. No contradictions.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two short sentences with no fluff. The first sentence directly states the action and result format. Every word is informative.

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

Completeness5/5

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

For a simple, one-parameter, read-only tool with an output schema, the description covers purpose, usage context, and parameter. No missing information needed for an agent to invoke 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 only parameter 'limit' is fully documented in the input schema with description and default. The tool description adds no further semantic value beyond the schema, so baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool returns badge skills ranked by frequency in descending order, differentiating it from sibling tools like list_skills and search_resumes_by_skill.

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

Usage Guidelines4/5

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

Provides context that it is useful for identifying common technologies across all candidates, but does not explicitly state when not to use or list alternatives. Still clear enough for an agent to infer appropriate usage.

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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