Trend Demand Forecaster

Overview

Use this skill to convert rough demand signals into a practical forecast narrative. It is built for teams that need a fast planning layer for the next few weeks, quarter, or seasonal window.

This MVP is heuristic. It does not pull live sales, ads, weather, ERP, marketplace, or competitor data. It relies on the user's provided notes, exports, and planning context.

Trigger

Use this skill when the user wants to:

• forecast demand for the next month, quarter, or seasonal event
• estimate promo lift or post-promo normalization
• plan replenishment against demand uncertainty
• interpret whether demand is recovering, stabilizing, or softening
• turn messy trend notes into a base, upside, downside planning brief