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insurance_reserving__development_factors

Calculate volume-weighted age-to-age development factors from cumulative paid or incurred triangles for insurance reserving.

Instructions

[insurance-reserving] Volume-weighted age-to-age factors from a cumulative paid/incurred triangle. triangle[i] = accident year i's cumulative values by development period.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
triangleYes
Behavior2/5

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

No annotations are provided, so the description must fully convey behavioral traits. It fails to mention output format or behavior (e.g., returns a list of factors, no side effects). It only clarifies input structure.

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 concise with two sentences, no unnecessary words, and the key information is front-loaded.

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 complexity of actuarial calculations and lack of output schema/annotations, the description is incomplete. It omits output details, error conditions, and prerequisites, making it adequate but not comprehensive.

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

Parameters4/5

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

Despite 0% schema coverage, the description adds meaningful context by explaining that triangle is an array of accident years with cumulative values per development period, which is crucial for correct usage.

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 tool computes volume-weighted age-to-age factors from a cumulative paid/incurred triangle, which is a specific actuarial calculation. This distinguishes it from sibling insurance reserving tools like insurance_reserving__ibnr and insurance_reserving__project_ultimates.

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 when you have a triangle and need development factors, but it doesn't explicitly state when to use this tool versus alternatives, nor does it mention prerequisites or exclusions.

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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