Add owner-scoped durable operational records and safe OpenAI Agents SDK tools to an AgentFoundry proof. Use after agent-foundry-proof-foundation when the product manages bookings, CRM records, orders, inventory, tasks, approvals, work orders, or another shared mutable domain rather than only chat or generated artifacts.