Course Creator

Convert raw course material into runnable, optimized MarkdownFlow lesson scripts and deploy them as live AI-Shifu courses.

Execution Modes

• Standard mode (default): Input quality is sufficient; run requested phases in full.
• Fallback mode: Input is incomplete or low quality; produce coarse outputs, mark uncertainty, and provide focused rerun hints.

Language Resolution Policy

See references/language-resolution.md for the full policy.