--- name: cfo-budget-review description: Turn a normalised statement table into a category-level budget review with the three largest deltas called out. --- # Review the month against the budget ## Steps 1. Group the normalised rows by category. Uncategorised rows go to `unclassified` — never into a neighbouring category to make the total look tidy. 2. Compare each category against the prior three-month median, not the prior month: one unusual month otherwise becomes the baseline. 3. Call out the three largest deltas with the specific transactions that drove them. 4. State the unclassified share. Above 10% the review is not trustworthy yet, and saying so is more useful than a confident wrong number. ## Output A short table, then three sentences: what changed, what caused it, what to watch next month.