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danchev

openmarkets

by danchev

get_sector_top_companies

Retrieve a list of top companies in a specified sector. Identifies leading firms within any industry.

Instructions

Retrieve a list of top companies within a specific sector.

Args: sector (str): The name of the sector. Returns: list[SectorTopCompaniesEntry]: A list of top companies in the sector.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sectorYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It states that it returns a list of SectorTopCompaniesEntry, but does not disclose behavioral traits like read-only nature, rate limits, data freshness, or any side effects.

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

Conciseness3/5

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

The description is very short (one line plus docstring), which is concise but under-specified. It lacks important context about the meaning of 'top' and how the tool differs from similar ones.

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 existence of an output schema, the description need not explain return values, but it still omits context about the intended use case, what 'top' means, and how to interpret the results. With many sibling tools, more differentiation is needed.

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?

Schema description coverage is 0%, so the description must compensate. The description adds only 'The name of the sector' for the parameter, which is minimal and does not specify valid values, format, or examples. More detail is needed for a string parameter that likely has a constrained set.

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 verb 'Retrieve', resource 'top companies', and scope 'within a specific sector', which distinguishes it from similar sibling tools like get_industry_top_companies. However, it does not specify what 'top' means (e.g., by market cap, revenue), leaving some ambiguity.

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?

No guidance is provided on when to use this tool versus alternatives. There is no mention of prerequisites, when not to use it, or comparison with siblings such as get_industry_top_companies or get_sector_overview.

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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