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Generate pedagogically-aligned slide decks from educational content using NotebookLM.
Passed 12 of 16 test cases with the skill, and 4 of 16 without it.
and 13 more in the full report
14 fixed3 passed either way3 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
During quality evaluation of a generated slide deck title, which title passes Quality Gate 1 for a framework-aligned course: 'Introduction to AI' or 'AI Coding Revolution'?
| Checked | Without skill | With skill |
|---|---|---|
| Selects AI Coding Revolution as the passing title | Missed | Passed |
The instructions your model reads when the skill loads.
# 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
| 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 |
test cases passed, vs 4 / 16 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.