{"product_id":"risk-quantification-and-expected-loss-calculator","title":"Risk Quantification and Expected Loss Calculator","description":"\u003cdiv\u003eQuantifies a risk event into a point-estimate expected loss, a probabilistic loss range (P10\/P50\/P90), and a sensitivity analysis showing which assumptions move the number most — using expected-value and scenario-weighted logic (EL = probability × impact, with EAD\/PD\/LGD decomposition where applicable). Use when sizing a risk, converting probability and impact estimates into dollar figures, building an expected-loss line item, or stress-testing which assumptions drive a risk's cost.\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":52286402625838,"sku":"risk-quantification-and-expected-loss-calculator","price":5.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0982\/4203\/6014\/files\/risk-quantification-and-expected-loss-calculator_da5d9b9b-01c2-45be-9b30-d813c9dcee4e.png?v=1783459826","url":"https:\/\/penguintree.ai\/products\/risk-quantification-and-expected-loss-calculator","provider":"penguin tree ai","version":"1.0","type":"link"}