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Actuarial Reserve Uncertainty Quantifier

Actuarial Reserve Uncertainty Quantifier

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Quantifies the uncertainty around a loss reserve estimate by running stochastic or bootstrap simulation on a loss triangle, returning a point estimate, coefficient of variation, percentile distribution, and high/low scenario bounds with reserve-range commentary. Use when estimating reserve ranges, building a range of reasonable estimates for an Actuarial Opinion, stress-testing held reserves, or communicating reserve volatility to a CFO or board.
This skill is delivered as a .zip archive containing the skill in a named folder, matching the Anthropic SKILL.md format. Extract directly into your Claude Code skills directory (~/.claude/skills/) to install — or open and paste the contents into Claude.ai, ChatGPT, or any other AI tool.
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