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Lovie Company Formation

Get Insight

insight_get_insight
Read-only

Get a single insight by id.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYesUUID value wrapper.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
insightNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.8/5.0
Behavior3/5

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

Annotations already cover the safety profile (readOnlyHint=true, destructiveHint=false), so the description does not need to repeat that. It adds no additional behavioral detail such as not-found handling or authorization, but for a simple read this is a minor 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?

A single front-loaded sentence with no wasted words; the verb, object, and selection criterion are immediately visible.

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

Completeness4/5

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

For a one-parameter read-only tool with a full output schema and safety annotations, the description is nearly sufficient. It could be more complete with an explicit pointer to read_insights for listing use cases, but nothing essential to invoking it correctly is missing.

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 nested UUID wrapper is fully documented in the input schema. The description's 'by id' restates the parameter name without adding format, wrapper, or value semantics 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?

States a specific verb ('Get'), resource ('single insight'), and key selector ('by id'). This clearly differentiates it from sibling tools like read_insights (plural) and insight_get_savings_summary (summary-specific).

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 'single...by id' phrasing implies this is for one specific insight rather than listing or summaries, but the description never names alternatives or states when not to use it. A standard get-by-id pattern gives some context, but no explicit routing guidance.

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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