The Generator adapted for product descriptions, using her five-example few-shot reference library (see Chapter 10 Case Study) 2. **Campaign Analyzer** — The Analyzer adapted for evaluating campaign performance data against brand KPIs 3. **Competitor Watcher** — The Extractor adapted for pulling key