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company-enrichment

company_signals

V1 Company Signals

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
domainNo
maxTimeoutNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

D1.3/5.0
Behavior1/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure, but it says nothing about side effects, data access, timeouts, or response behavior.

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

Conciseness2/5

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

Extreme under-specification: the description is a single vague phrase that provides no operational content. This is not concise; it is empty.

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

Completeness1/5

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

For a tool with two parameters, no annotations, no output schema, and an unclear relationship to a sibling, this description is wholly inadequate for correct invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Two parameters (domain and maxTimeout) exist with zero schema description coverage. The description does not mention either parameter or their semantics, so agents cannot determine how to populate them.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose1/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'V1 Company Signals' is a label rather than a functional description. It names the tool but provides no verb, resource, or explanation of what the tool does, and does nothing to distinguish it from the sibling 'company'.

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?

There is no guidance about when to invoke this tool, what signals it returns, or how it relates to the sibling 'company'. The agent is left entirely without usage context.

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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