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View Company Details

get_listing
Read-only

Retrieve comprehensive company details including tech stack, perks, job count, and URLs by providing the listing slug. Use this to evaluate a company before starring it.

Instructions

Get detailed information about a specific company listing by its slug. Use this to review a company before deciding whether to star it. Returns the company's full description, tech stack, perks, job count, and URLs. Pair with get_star_count to check budget before starring.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
slugYesThe URL slug of the listing (e.g. "digital-ocean", "stripe")
Behavior4/5

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

Annotations already indicate readOnlyHint=true and destructiveHint=false. Description adds context about return fields (full description, tech stack, etc.), which is useful beyond annotations.

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?

Three concise sentences: purpose, usage guidance, and return contents. No wasted words, front-loaded with action and resource.

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

Completeness5/5

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) and annotation coverage, the description fully covers what the tool does, when to use it, and what it returns.

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?

Schema coverage is 100% and the single parameter 'slug' is well-described in the schema. The description does not add extra semantic meaning beyond what the schema provides.

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 states a specific verb ('Get') and resource ('detailed information about a specific company listing'), distinguishing it from siblings like 'get_star_count' or 'get_applications'.

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

Usage Guidelines4/5

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

Explicitly suggests using the tool to review a company before starring and advises pairing with 'get_star_count' for budget checks. Could be more explicit about when not to use.

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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