The article advises writing a voice‑AI system prompt as eight short, labelled sections—role, spoken‑output rules, turn rules, detail capture, tools, escalation, three example exchanges, and per‑call context—while staying under 2,000 tokens to prevent latency and cost increases. It provides a complete template that measures 778 tokens and recommends moving menus, FAQs, and long workflows to retrieval tools.