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search_companies

Find companies by name, ticker symbol, or keyword to identify business entities for equity research and analysis.

Instructions

Search for companies by name, ticker symbol, or keyword. Returns a list of matching companies with their IDs.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesSearch term — company name, ticker symbol, or keyword
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 mentions the search functionality and return format, but lacks details on behavioral traits such as rate limits, authentication needs, pagination, error handling, or whether it's a read-only operation. For a search tool with zero annotation coverage, this is a significant gap.

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?

The description is appropriately sized and front-loaded with two clear sentences: the first states the action and parameters, and the second specifies the return value. There is no wasted text, making it efficient and easy to parse.

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

Completeness3/5

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

Given the tool's low complexity (1 parameter, no output schema, no annotations), the description is minimally adequate. It covers the basic purpose and output but lacks depth in behavioral context and usage guidelines, which are important for effective tool selection in a crowded sibling set.

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 description adds minimal value beyond the input schema, which has 100% coverage. It reiterates that the 'query' parameter is for 'name, ticker symbol, or keyword', but the schema already describes this as 'Search term — company name, ticker symbol, or keyword'. No additional syntax, format, or constraints are provided, so the baseline score of 3 is appropriate.

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's purpose: 'Search for companies by name, ticker symbol, or keyword' specifies the verb (search) and resource (companies), and 'Returns a list of matching companies with their IDs' indicates the output. However, it doesn't explicitly differentiate from sibling tools like 'screen_companies' or 'get_company', which might offer similar functionality.

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. With many sibling tools (e.g., 'screen_companies', 'get_company'), the description lacks explicit context, prerequisites, or exclusions, leaving the agent to infer usage based on the name alone.

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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