| name | writer-learning-lens |
| description | Distill author-facing lessons from a validated chapter, focusing on hook design, conflict progression, reveal order, scene efficiency, and transferable writing craft. |
Writer Learning Lens
Use this skill after factual extraction and chapter analysis are both available.
Inputs
- Validated chapter JSON
- Optional previous writer-learning notes
Outputs
- Hook strategy notes
- Conflict progression notes
- Reveal-order observations
- Scene efficiency observations
- Transferable writing lessons
Rules
- Focus on craft, not just plot retelling.
- Tie each lesson to observed chapter evidence.
- Prefer actionable lessons a writer can imitate or avoid.