Predictive Recommendation Analytics Desk

Overview

Use this skill as a Busabase-backed analytics dashboard for a generic, brand-free consumer booking/e-commerce product. It aggregates a fully deterministic mock user-behavior sample — 100 sessions across 5 session archetypes ("segments") — into a funnel drop-off view, a rule-based "predicted next action" per segment, and a prediction-accuracy backtest.

Default behavior is AirApp-first. Unless the user explicitly asks only for explanation, ensure the mock sample exists (run the seed script below if the sessions Base is empty) and give the user the clickable AirApp URL (or the local preview URL when local preview is explicitly requested). Use chat-only mode only when the user says "chat only", "no UI", "纯聊天", "不要打开 UI", or similar.