chapter-flow-analyzer
OfficialEvaluate cognitive progression in book chapters
Authorpanaversity
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Analyzes chapter flow for cognitive load, difficulty progression, and Bloom's taxonomy distribution to guide restructuring.
Core Features & Use Cases
- Cognitive Load & Density: Measures concept density per chapter and flags high-density sections.
- Difficulty Progression: Detects abrupt jumps and suggests splitting or pacing adjustments.
- Bloom's Taxonomy: Guides learning objectives alignment across chapters.
- Batch Mode: Works across multiple visuals, chapters, or parts for large books.
Quick Start
Run analyze-flow.py with your book-outline.yml to obtain density and difficulty reports.
Dependency Matrix
Required Modules
yaml
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: chapter-flow-analyzer Download link: https://github.com/panaversity/colearn-aidd/archive/main.zip#chapter-flow-analyzer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.