{"enrichment":{"faq":[{"a":"cwicr-risk-calculator uses Monte Carlo simulation to quantify cost estimate uncertainty across work items. The tool runs thousands of iterations using configurable probability distributions and risk levels for each item, then aggregates results to generate risk-adjusted totals that reflect the full range of possible project costs.","q":"How does cwicr-risk-calculator calculate risk-adjusted cost estimates?"},{"a":"cwicr-risk-calculator produces P50, P80, and P90 confidence intervals for your cost estimates. P50 represents the median expected cost, P80 indicates the cost level with 80% confidence of not being exceeded, and P90 provides a high-confidence upper bound\u2014helping you set realistic contingency reserves.","q":"What confidence intervals does cwicr-risk-calculator generate?"},{"a":"Yes. cwicr-risk-calculator analyzes cost uncertainty across different project phases and recommends phase-specific contingency allowances based on the risk profiles and probability distributions you configure for work items in each phase.","q":"Can cwicr-risk-calculator determine appropriate contingency allowances by project phase?"},{"a":"cwicr-risk-calculator flags work items with the highest cost exposure by analyzing their probability distributions and sensitivity to cost drivers. This prioritization helps you focus risk mitigation efforts on activities that pose the greatest threat to your project budget.","q":"How does cwicr-risk-calculator identify high-risk work items?"},{"a":"cwicr-risk-calculator supports triangular distribution cost modeling and other configurable probability distributions for Monte Carlo simulation. You define the distribution parameters for each work item to reflect your uncertainty about costs.","q":"What probability distributions does cwicr-risk-calculator support for Monte Carlo simulation?"},{"a":"Yes. cwicr-risk-calculator includes sensitivity analysis capabilities to test how changes in key cost drivers affect your overall estimate. This helps you understand which factors have the greatest influence on project cost uncertainty and where to focus estimation refinement.","q":"Can cwicr-risk-calculator perform sensitivity analysis on cost drivers?"}],"shadow_tags":["probabilistic-modeling","cost-uncertainty","contingency-planning","statistical-simulation","risk-quantification","construction-finance","estimate-confidence","scenario-analysis"],"summary_rewrite":"Quantify cost estimate uncertainty by running Monte Carlo simulations across work items with configurable risk levels and probability distributions. The tool generates confidence intervals (P50, P80, P90) and identifies high-impact risk items to guide contingency planning."},"files":[{"bytes":17031,"path":"1_DDC_Toolkit/CWICR-Database/cwicr-risk-calculator/SKILL.md","sha256":"b5e642e9c73cb66de4fdb7e1d7e51dd5e3bad39ffe4818f04ba613cd12679e41","url":"https://skillfed.io/files/datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/cwicr-risk-calculator/2450cf05/SKILL.md"}],"id":"datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/cwicr-risk-calculator","links":{"html":"https://skillfed.io/datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/cwicr-risk-calculator","md":"https://skillfed.io/datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/cwicr-risk-calculator.md","repo":"https://github.com/datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":65,"language":"Python","last_updated":"2026-02-14","license":"MIT","name":"cwicr-risk-calculator","publisher":"datadrivenconstruction","stars":254},"relations":{"similar":[{"id":"datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/scenario-planner"},{"id":"datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/cwicr-historical-cost"},{"id":"datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/cwicr-escalation"},{"id":"datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/cwicr-location-factor"},{"id":"datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/cwicr-comparison-tool"},{"id":"datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/cwicr-overhead-markup"},{"id":"datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/schedule-compression"},{"id":"datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/cwicr-bid-analyzer"},{"id":"personamanagmentlayer/pcl/construction-expert"},{"id":"datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/cwicr-takeoff-helper"}]},"slug":{"owner":"datadrivenconstruction","repo":"DDC_Skills_for_AI_Agents_in_Construction","skill":"cwicr-risk-calculator"},"version":"2450cf05"}