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Pubrio

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lookup_person_linkedin

Provide a LinkedIn URL to retrieve a person's professional profile, including current position, experience, education, and skills.

Instructions

Look up a person's professional profile by their LinkedIn URL (dedicated LinkedIn lookup endpoint)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
people_linkedin_urlYesPerson LinkedIn URL
Behavior3/5

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 discloses the basic behavior (lookup) but does not mention any limitations, authentication requirements, or error conditions. For a simple read operation, this is minimally adequate.

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 a single, well-formed sentence with no unnecessary words. It directly conveys the tool's purpose and input requirement.

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 simplicity (one parameter, no output schema, no annotations), the description is reasonably complete. It specifies the input (LinkedIn URL) and the action (look up professional profile). However, it could benefit from noting what is returned (e.g., profile data) or potential failure modes.

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 schema coverage is 100% and the parameter description ('Person LinkedIn URL') is clear. The description does not add additional context beyond what the schema already provides, so a baseline score of 3 is appropriate.

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 action ('look up'), the resource ('professional profile'), and the specific input method ('by their LinkedIn URL'). The phrase 'dedicated LinkedIn lookup endpoint' distinguishes it from general person lookup tools like lookup_person.

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 LinkedIn URLs, but does not provide explicit guidance on when to use this tool versus alternatives like lookup_person or lookup_company_linkedin. No exclusions or conditions are mentioned.

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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