Forecast monthly spending
generate_forecastProduce a per-category spend projection for :yearMonth. Returns baseline (EMA over the last 6 months) + recurrence overlay, plus an LLM-adjusted refinement when refine=true (default false; only enable when the user explicitly asks for explanations).
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| refine | No | Add an AI-adjusted projection with explanations. Defaults to false. | |
| yearMonth | Yes | Month to forecast, YYYY-MM. | |
| householdId | No | Household ULID to act on. Call list_households for the covered households; may be omitted only when the connection covers exactly one. |