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Query and manage Google NotebookLM notebooks with persistent profile auth, source sync, batch/multi queries, and structured exports.
Passed 7 of 13 test cases with the skill, and 4 of 13 without it.
and 6 more in the full report
6 fixed7 passed either way10 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
I have a local directory at `./docs/architecture` that I want to synchronize with my notebook (ID: 84920). Before committing any changes or deleting missing remote sources, run a dry preview to show what would be updated.
| Checked | Without skill | With skill |
|---|---|---|
| Runs python scripts/remote_manager.py sync-sources --notebook-id 84920 --dir ./docs/architecture | Missed | Passed |
| Includes --delete-missing | Missed | Passed |
| Includes --dry-run | Missed | Passed |
The instructions your model reads when the skill loads.
Query NotebookLM notebooks and manage notebooks/sources via Playwright browser automation.
All commands run from the skill directory. All scripts output JSON to stdout and exit 1 on error. Use --help on any script for full flag reference.
python scripts/auth_manager.py setup --profile <name>python scripts/notebook_manager.py add --url <url> --name <name> --description <desc> --topics <topics>python scripts/ask_question.py --question "..." --notebook-id <id>python scripts/remote_manager.py add-source|sync-sources ...--show-browser for debugging only.~/.config/claude/notebooklm-skill/ (override with NOTEBOOKLM_DATA_DIR).--dry-run available on all destructive/bulk operations (create, add-source, delete-source, sync-sources).--retries N retries transient browser failures with screenshot/HTML artifact capture.--questions "q1||q2||q3") and multi-notebook comparison (--compare-notebook-ids) supported.--export-format markdown --save-notes.# Auth
python scripts/auth_manager.py setup --profile work
python scripts/auth_manager.py status --profile work
# Library
python scripts/notebook_manager.py add --url "..." --name "..." --description "..." --topics "..."
python scripts/notebook_manager.py list
# Ask
python scripts/ask_question.py --question "..." --notebook-id <id>
python scripts/ask_question.py --questions "q1||q2" --notebook-id <id>
# Sources
test cases passed, vs 4 / 13 without
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