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The Time Series Forecaster skill empowers Claude to perform advanced temporal data analysis and predictive modeling within your development environment. By evaluating historical datasets, it automatically identifies underlying patterns such as trends, seasonality, and autocorrelation to select the most effective forecasting models, including ARIMA and Prophet. This skill is essential for developers and data analysts who need to generate data-driven predictions for sales, web traffic, or financial metrics, providing both future estimates and confidence intervals to support informed decision-making.
