Expense categorizer

What you get

• Categorized csv with 90%+ confidence per row.
• A "review" pile of low-confidence rows for human eyes.
• Vendor-normalization (Stripe, Stripe Inc, STRIPE → Stripe).
• Monthly summary by category with budget variance flag.

Agents that broadcast

The prompt

Categorize [path/to/transactions.csv] into [ledger account list]. Normalize vendor names. Flag low-confidence rows for review. Output categorized.csv + summary.md by month.

Expected output

categorized.csv + review.csv + summary.md.