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insurance_reserving__project_ultimates

Project ultimate claims values using loss triangles and development factors for insurance reserving.

Instructions

[insurance-reserving] project_ultimates

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
factorsYes
triangleYes
Behavior1/5

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

With no annotations provided, the description must fully disclose behavior. It gives no information about side effects, data transformation, or required permissions. The tool is a black box.

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?

The description is extremely short but this is under-specification, not efficient conciseness. It lacks any useful front-loaded information.

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?

Given the complexity of insurance reserving and the absence of output schema, the description is completely inadequate. It does not explain what the tool calculates or returns.

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?

Schema description coverage is 0% and both parameters ('triangle', 'factors') have no description. The text adds no meaning; an agent cannot determine what values to provide.

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?

Description is a tautology: '[insurance-reserving] project_ultimates' essentially restates the tool name without providing any verb, resource, or actionable meaning. It fails to indicate that this tool computes ultimate claim amounts.

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

Usage Guidelines1/5

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

No guidance on when to use this tool versus siblings like 'development_factors' or 'ibnr'. The description lacks any context about prerequisites or scenarios.

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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