What problem does it solve? When working on BITM330 database-book chapters, it is often unclear which production skill should handle a given request, leading to misrouted tasks or overly broad workflows. This Skill interprets the user's goal, identifies the chapter state, and recommends the smallest appropriate skill with an exact suggested invocation. ## Core Features & Use Cases - Request Routing: Maps user goals like editing, media cleanup, companion creation, final review, or DOCX builds to the correct specialized skill. - Decision Support: Answers "what should I do next?" by interpreting chapter status and recommending a next action with reasoning. - Ambiguity Handling: Asks at most one clarifying question when the chapter or task is unclear, defaulting to a plan-only route when uncertain. - Use Case: A user asks "What should I do next for Chapter 9?" and receives a recommendation to run chapter-production-flow in plan-only mode, with an explanation of what it will and will not do. ## Quick Start Ask what to do next for a specific chapter, such as requesting a recommended next step for ch09, and receive a routing recommendation with a suggested skill invocation.
