outline-writer

What problem does it solve?

Outlines are the missing bridge between syllabus ideas and runnable notebooks. This skill ensures every module starts from a concrete prior-state and a clear narrative arc, reducing drift and speeding up content generation.

Core Features & Use Cases

• Generates a complete, ready-to-generate module outline from a module brief and prior-state data.
• Encapsulates sections like Module Metadata, Starting State, War Story Integration, Conceptual Scope, Engagement Plan, Section-by-Section Narrative, Exercises, and Continuity Checks.
• Supports iterative riffing to negotiate scope and order, ensuring narrative flow and learning gains in 90-120 minute notebook sessions.

Quick Start

Provide a complete, production-ready outline for the next notebook using the prior module's ending state.