churn-analysis-helper

Quick Review

This skill is essentially a template with placeholder content that hasn't been customized for churn analysis. The description is circular and vague ('configure with churn analysis helper operations'), providing no concrete information about what churn analysis capabilities are offered. Task knowledge is minimal—it mentions 'step-by-step guidance' and 'production-ready code' without defining any actual steps, methodologies, or code for churn prediction, cohort analysis, retention metrics, or other churn-specific operations. The structure is clean and well-organized with appropriate sections, but they contain generic placeholder text. Novelty is low because the skill doesn't demonstrate any specialized churn analysis functionality (customer segmentation, survival analysis, feature engineering for churn prediction, etc.) that would justify a dedicated skill over basic CLI instructions. To be useful, this needs actual churn analysis workflows, SQL queries for retention/churn metrics, visualization templates, or statistical models.