search_companies
Search LinkedIn companies to retrieve detailed company profiles and data for business analysis or lead generation.
Instructions
Search companies
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Search LinkedIn companies to retrieve detailed company profiles and data for business analysis or lead generation.
Search companies
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations present, the description carries the full burden of disclosing behavioral traits. It provides no information about read-only nature, authentication, rate limits, or return format. The agent has no insight into what the tool does beyond a vague search.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
While extremely concise (two words), it is under-specified. The sentence does not earn its place because it adds no value beyond the tool name, resulting in insufficient guidance for the agent.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given the lack of parameters, output schema, and annotations, the description is grossly incomplete. It provides no context about how to formulate a search or what to expect as a response, making it inadequate for a search tool.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The input schema has zero parameters, so schema coverage is 100%. Per guidelines, baseline is 3. The description adds no additional meaning beyond the schema, but it doesn't detract either.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description 'Search companies' is a tautology of the tool name 'search_companies', adding no additional meaning. It fails to specify the scope, criteria, or how it differs from sibling tools like search_people or search_jobs.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
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. Sibling tools include many search variants, but the description offers no context for tool selection.
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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