universal-data-analyst-env1.0.3

Upload sales data to automatically identify products and customers. The skill performs RFM customer segmentation and ABC product classification, outputting customer segments, sales rankings, and heatmaps to inform inventory and marketing strategies.

Analyze app event logs to map user conversion funnels. The skill detects event sequences, calculates stepwise conversion rates, identifies drop-off points, and visualizes user paths via Sankey diagrams.

Load OHLCV price data to apply technical indicators and volatility models. The skill generates trading signals, detects patterns, and outputs summary statistics and charts for market analysis.

Process continuous sensor or time-series measurements (e.g., weather stations). The skill performs time-series decomposition, extreme value analysis, and provides reports with anomaly detection and trend insights.

Analyze user subscription cycles, churn rates, and lifetime value. The skill automatically applies LTV modeling, cohort analysis, and retention curve fitting to optimize subscriber retention.

Model user attention across click, add-to-cart, and purchase events. The skill identifies funnel leaks and provides actionable insights to improve conversion rates and advertising ROI.

Offer automated data cleaning and validation reports. The skill detects missing values, duplicates, and outliers, generating quality scores and cleaning recommendations that can be sold as a standalone service.