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census.zipcode

Obtain US Census ACS 5-year demographics for a ZIP code or ZCTA: population, income, housing, education.

Instructions

US Census ACS 5-year demographics for a ZIP/ZCTA — population, income, housing, education.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
zipYes
Behavior2/5

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

No annotations are provided, and the description only states the data categories. It lacks behavioral details such as data freshness, error handling (e.g., invalid ZIP codes), or any side effects. The description does not sufficiently disclose behavior beyond the basic purpose.

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 sentence that efficiently conveys the tool's purpose and the types of data returned. It is concise without being overly brief, though it could include more structural cues.

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

Completeness4/5

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

For a simple lookup with one required parameter and no output schema, the description provides adequate context about the data returned. However, it lacks mention of the data source (Census ACS) and time period, which would enhance completeness.

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?

The schema has 0% parameter description coverage, meaning the zip parameter lacks a description. The tool description adds minimal semantic value by mentioning 'ZIP/ZCTA' but does not clarify the expected format or constraints (e.g., 5-digit US ZIP codes).

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 retrieves US Census ACS 5-year demographics for a ZIP code, listing specific data categories (population, income, housing, education). This is distinct from any sibling tool, as no other tool provides census demographic data.

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

Usage Guidelines3/5

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

The description implies usage for demographic lookups but does not explicitly state when to use this tool versus alternatives, nor does it provide exclusions or prerequisites.

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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