separate-frequency-and-severity

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Decompose a loss-ratio move into frequency and severity, since they have opposite responses, before prescribing. Reach for this when the loss ratio moves.

mcorbett51090 By mcorbett51090 schedule Updated 6/4/2026

name: separate-frequency-and-severity description: "Decompose a loss-ratio move into frequency and severity, since they have opposite responses, before prescribing. Reach for this when the loss ratio moves."

Skill: Separate frequency from severity

Frequency and severity look like one number and need opposite fixes.

Step 1 — Split the loss ratio

Claim count (frequency) vs cost per claim (severity) (§3 #3).

Step 2 — Attribute severity

Social inflation, mix shift, or reserve strengthening.

Step 3 — Attribute frequency

Risk selection, exposure growth, or external trend.

Step 4 — Match the response

Risk-selection fix for frequency; pricing/claims fix for severity.

Output

A frequency/severity split, an attribution of each, and the matched response.

Install via CLI
npx skills add https://github.com/mcorbett51090/RavenClaude --skill separate-frequency-and-severity
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