Chapter Metrics
Generated by: Book Metrics Python Program v0.08
Generated on: August 22, 2026 at 12:40 PM
This file contains chapter-by-chapter metrics for student-facing content.
| Chapter |
Name |
Sections |
Diagrams |
Equations |
Words |
Links |
Quiz |
Refs |
| 1 |
Foundations of AI, Language Models, and Prompting |
12 |
4 |
0 |
3,674 |
8 |
0 |
0 |
| 2 |
AI Coding Agents and the Five Levels of Textbook Intelligence |
11 |
2 |
0 |
2,311 |
6 |
0 |
0 |
| 3 |
Python Fundamentals for Skill Automation |
12 |
1 |
0 |
1,970 |
6 |
0 |
0 |
| 4 |
Development Tools: Editor, Terminal, and Git Basics |
10 |
4 |
0 |
1,738 |
7 |
0 |
0 |
| 5 |
MkDocs Site Features, Deployment, and Analytics |
9 |
2 |
0 |
1,558 |
8 |
0 |
0 |
| 6 |
Agent Skill Fundamentals |
11 |
2 |
0 |
1,827 |
9 |
0 |
0 |
| 7 |
Progressive Disclosure and Meta-Skill Routing |
11 |
1 |
0 |
1,873 |
8 |
0 |
0 |
| 8 |
Token Budgets and Usage Limits |
10 |
3 |
0 |
2,052 |
8 |
0 |
0 |
| 9 |
Measuring and Optimizing Token Usage |
10 |
1 |
0 |
1,728 |
11 |
0 |
0 |
| 10 |
Building and Testing Portable Skills |
10 |
1 |
0 |
1,447 |
11 |
0 |
0 |
| 11 |
Distributing Skills and Building Commands |
11 |
0 |
0 |
1,520 |
12 |
0 |
0 |
| 12 |
Writing a Course Description |
10 |
0 |
0 |
1,394 |
7 |
0 |
0 |
| 13 |
Bloom's Taxonomy and Instructional Design |
12 |
0 |
0 |
1,463 |
8 |
0 |
0 |
| 14 |
Learning Graphs and Concept Enumeration |
10 |
1 |
0 |
1,460 |
10 |
0 |
0 |
| 15 |
Learning Graph Data Formats and Taxonomy |
10 |
2 |
0 |
1,525 |
7 |
0 |
0 |
| 16 |
Learning Graph Quality Validation |
10 |
0 |
0 |
1,515 |
10 |
0 |
0 |
| 17 |
Chapter Structure and Content Elements |
10 |
0 |
1 |
1,258 |
9 |
0 |
0 |
| 18 |
Chapter Content Quality and Review |
11 |
0 |
0 |
1,383 |
11 |
0 |
0 |
| 19 |
FAQs and Curated References |
3 |
0 |
0 |
241 |
6 |
0 |
0 |
| 20 |
Glossaries and Quizzes |
3 |
0 |
0 |
235 |
6 |
0 |
0 |
| 21 |
MicroSim Anatomy and p5.js Basics |
3 |
0 |
0 |
211 |
3 |
0 |
0 |
| 22 |
p5.js Controls and MicroSim Quality |
3 |
0 |
0 |
220 |
3 |
0 |
0 |
| 23 |
The MicroSim Generator and Metadata Schema |
3 |
0 |
0 |
285 |
8 |
0 |
0 |
| 24 |
Visualization Libraries and Systems Diagrams |
3 |
0 |
0 |
311 |
10 |
0 |
0 |
| 25 |
Text-to-Image Models and the Verified Infographic Pipeline |
3 |
0 |
0 |
244 |
4 |
0 |
0 |
| 26 |
Interactive Infographic Overlays |
3 |
0 |
0 |
252 |
6 |
0 |
0 |
| 27 |
Slide Decks, Stories, and Audio Media |
3 |
0 |
0 |
289 |
10 |
0 |
0 |
| 28 |
Domain-Specific Skill Extension: Electronics Case Study |
3 |
0 |
0 |
335 |
10 |
0 |
0 |
| 29 |
Book Installer Features |
3 |
0 |
0 |
273 |
9 |
0 |
0 |
| 30 |
Session Logs and Book Metrics |
3 |
0 |
0 |
299 |
10 |
0 |
0 |
| 31 |
Publishing and Announcing a Finished Book |
3 |
0 |
0 |
314 |
11 |
0 |
0 |
Metrics Explanation
- Chapter: Chapter number (leading zeros removed)
- Name: Chapter title from index.md
- Sections: Count of H2 and H3 headers in chapter markdown files
- Diagrams: Count of H4 headers starting with '#### Diagram:'
- Equations: LaTeX expressions using $ and $$ delimiters
- Words: Word count across all markdown files in the chapter
- Links: Markdown-formatted links
[text](url)
- Quiz: Number of quiz questions in the chapter's quiz.md (0 if none)
- Refs: Number of references in the chapter's references.md (0 if none)