sales-review

Compare the current period against the prior period using get_business_summary, then decompose the change into customer count and average spend. If the direction is downward, repeat for up to three consecutive periods to confirm whether the decline is a sustained trend.

Retrieve active goals with get_goals and fetch progress via get_goal_progress, then apply simple pace proration based on elapsed days. If the data is insufficient or below anonymity thresholds, report that judgment is not yet possible rather than declaring a miss.

No, the workflow is read-only. It only interprets sales data and suggests next steps; execution actions like creating promotions are handed off to separate skills such as seasonal promo swap.

The get_business_summary endpoint enforces rate limits of 5 calls per minute and 100 per day. Iteration is capped at three periods and only runs when the trend is downward, avoiding wasted calls on upward trends.

Zero insights means no detection rules matched, not that the store is performing well. The output states "no rule matched" explicitly, and missing cost data is reported as gross margin being undeterminable.