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list_variables

Read-only

Retrieve variables from the GHED codebook, with optional filtering by category, to explore health expenditure data.

Instructions

List all GHED Codebook variables, optionally filtered by category.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
category_1No
category_2No
skipNo
topNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true. The description adds the source (GHED Codebook) and filtering capability, but does not elaborate on behavioral traits like pagination or listing scope. It does not contradict annotations.

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

Conciseness4/5

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

The description is a single concise sentence, efficiently stating the core functionality. However, it is slightly too brief, sacrificing clarity on parameters and usage context.

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?

Given the presence of 4 parameters, many sibling tools, and no schema descriptions, the description is incomplete. It fails to explain parameter usage, provide guidance on when to use this vs. search_variables, or clarify the role of categories.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With 0% schema description coverage, the description must explain parameters. It only mentions optional filtering by category, leaving category_1, category_2, skip, and top undefined. The skip and top parameters for pagination are entirely unmentioned.

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

Purpose4/5

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

The description clearly states the tool lists GHED Codebook variables with optional filtering by category. It uses a specific verb 'List' and resource 'variables', but does not explicitly differentiate from similar sibling tools like search_variables or list_variable_categories.

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?

The description provides no guidance on when to use this tool versus alternatives such as search_variables or list_variable_categories. It does not mention prerequisites, constraints, or exclusions.

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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