NotebookLM Slides Generation

Quick Start

# 1. Start browser (via browser-use skill)
bash .claude/skills/browser-use/scripts/start-server.sh

# 2. Navigate to NotebookLM
# browser_navigate to notebooklm.google.com

# 3. Create notebook, upload sources, generate slides
# Use proficiency-calibrated prompts below

Core Principles

1. Proficiency-Driven: Slides match CEFR levels (A2 beginner → C1 advanced)
2. Framework Alignment: Educational philosophy explicitly stated
3. Visual Over Text: 3-5 bullets per slide, not paragraphs
4. Narrative Arc: problem → transformation → opportunity → action
5. Actionable Endings: Concrete next steps, not "Keep learning!"

Workflow (Per Chapter)

Step	Action	Tool
1	Navigate to notebooklm.google.com	browser_navigate
2	Create notebook: "Chapter X: Title"	browser_click
3	Upload ALL sources (lessons + README + quiz)	browser_click
4	Click "Slide Deck" in Studio panel	browser_click
5	Select "Presenter Slides" format	browser_click
6	Paste proficiency-calibrated prompt	browser_type
7	Click "Generate" (wait 5-30 min)	browser_click
8	Review with success criteria	Visual inspection
9	Download PDF	browser_click
10	Move to static/slides/chapter-{NN}-slides.pdf	Bash

Proficiency-Calibrated Prompts

A2 (Beginners)

Create inspiring slide deck for absolute beginners (A2 proficiency).

AUDIENCE: Complete beginners with no programming experience.

FRAMEWORK TO EMPHASIZE:
• [Principle 1]: Simple, concrete explanation
• [Principle 2]: Accessible mental model
• [Principle 3]: Encouraging principle

THEMES (with specific data):
1. [Theme with concrete numbers/facts]
2. [Theme with specific example]
3. [Theme with real-world data]

TONE:
• Encouraging (not intimidating)
• Future-focused and opportunity-driven
• Simple language, no jargon
• Action-oriented

<slide_format_requirements>
Generate 12-15 slides. Each slide: 3-5 bullet points as sentences,
NOT paragraphs. Clear headings. Cover all themes.
</slide_format_requirements>

NARRATIVE: problem → transformation → opportunity → action
END WITH: Specific next steps (not "Keep learning!")

B1 (Intermediate)

Create comprehensive slide deck for intermediate learners (B1 proficiency).

AUDIENCE: Learners with [prerequisites]. Ready for [next-level challenge].

FRAMEWORK TO EMPHASIZE:
• [Intermediate concept with practical context]
• [Problem-solving approach]
• [Real-world application pattern]

THEMES (with specific data):
1-5. [Themes with concrete examples]

TONE:
• Professional yet accessible
• Balance theory with practice
• Technical terms with context
• Critical thinking encouraged

<slide_format_requirements>
Generate 15-20 slides. Each slide: 4-6 bullet points.
Include practical examples and case studies.
</slide_format_requirements>

END WITH: Implementation strategies (step-by-step)

C1 (Advanced)

Create detailed slide deck for advanced practitioners (C1 proficiency).

AUDIENCE: Experienced with [advanced prerequisites].

FRAMEWORK TO EMPHASIZE:
• [Theoretical frameworks and trade-offs]
• [Industry patterns and anti-patterns]
• [Critical analysis and decision-making]

THEMES: [5-7 themes with industry data]

TONE:
• Professional and rigorous
• Nuance and complexity
• Industry-standard terminology
• Analytical and evaluative

<slide_format_requirements>
Generate 20-25 slides. Each slide: 5-7 bullet points.
Include architecture diagrams, decision matrices.
</slide_format_requirements>

END WITH: Production deployment strategies

Success Criteria (7 Gates)

Gate	Check	Pass	Fail
1. Title	Reflects framework?	"AI Coding Revolution"	"Introduction to AI"
2. Language	Matches proficiency?	A2: simple, no jargon	A2 with technical terms
3. Themes	All 5-7 covered?	Each theme with data	Themes missing
4. Tone	Matches spec?	Encouraging (not academic)	Wrong emotional framing
5. Count	Within range?	A2: 12-15, B1: 15-20	Outside range
6. Arc	Progression clear?	problem → action	Random sequence
7. Ending	Actionable?	Specific tasks	"Keep learning!"

Score: 7/7 → Deploy | <7/7 → Iterate with refined prompt

File Naming

Format: chapter-{NN}-slides.pdf (zero-padded)

# Example
mv ~/Downloads/"The-AI-Revolution.pdf" \
   "apps/learn-app/static/slides/chapter-01-slides.pdf"

Integration

Add to chapter README frontmatter:

---
title: "Chapter 1: Title"
slides:
  source: "slides/chapter-01-slides.pdf"
  title: "Chapter 1: Title"
  height: 700
---

Build-time plugin auto-injects PDFViewer before "What You'll Learn".

Batch Processing

For 3+ chapters:

1. Create ALL notebooks first (before generating)
2. Upload sources for all chapters
3. Prepare all prompts in text editor
4. Generate Chapter N → prepare N+1 prompt while waiting
5. Download when ready → start next immediately

Daily limit: 3-5 chapters/day (NotebookLM enforced)

Troubleshooting

Issue	Solution
Generation stuck >30 min	Check browser console, verify no daily limit message
Text-heavy slides	Add explicit "3-5 bullets, NOT paragraphs"
Generic title	Include example engaging title in prompt
Missing themes	List all themes numbered with specific data
Daily limit hit	Wait 24h (midnight PT reset), notebooks persist

Anti-Patterns

Don't	Why	Do Instead
Vague audience	NotebookLM can't calibrate	"A2 beginners with no programming"
Skip framework	Generic output	Explicit 3-5 principles
Single-word tone	Ambiguous	"Encouraging (not intimidating)"
Leave format default	Text-heavy slides	Explicit bullet count
Vague endings	No student action	Specific next steps