{"product_id":"actuarial-reserve-uncertainty-quantifier","title":"Actuarial Reserve Uncertainty Quantifier","description":"\u003cdiv\u003eQuantifies 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.\u003c\/div\u003e\u003cdiv\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cem\u003eThis skill is delivered as a \u003ccode\u003e.zip\u003c\/code\u003e archive containing the skill in a named folder, matching the Anthropic SKILL.md format. Extract directly into your Claude Code skills directory (\u003ccode\u003e~\/.claude\/skills\/\u003c\/code\u003e) to install — or open and paste the contents into Claude.ai, ChatGPT, or any other AI tool.\u003c\/em\u003e\u003c\/div\u003e","brand":"penguin tree ai","offers":[{"title":"Default Title","offer_id":52257663451438,"sku":"actuarial-reserve-uncertainty-quantifier","price":5.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0982\/4203\/6014\/files\/actuarial-reserve-uncertainty-quantifier_d55bb335-8166-4439-b953-280e694ed873.png?v=1782858176","url":"https:\/\/penguintree.ai\/products\/actuarial-reserve-uncertainty-quantifier","provider":"penguin tree ai","version":"1.0","type":"link"}