notebooklm-integration

name	notebooklm-integration
description	This skill should be used when the user asks to "ingest into NotebookLM", "query NotebookLM", "add sources to notebook", "cross-source synthesis", "check stale sources", or mentions NotebookLM, notebook integration, source ingestion, or knowledge consolidation.

NotebookLM Integration

CLI Tool

Use notebooklm CLI only (teng-lin/notebooklm-py):

• Auth config at $NOTEBOOKLM_HOME
• One notebook per research DOMAIN, not per session

Commands

# Add a file or URL as a source
notebooklm source add <file-or-url>

# Add broad topic research
notebooklm source add-research "query"

# Query with citations
notebooklm ask "question" --citations

# Find outdated sources
notebooklm source stale

Consolidation Flow

1. Agent writes findings to repo files (YAML provenance or markdown deep reviews)
2. Consolidation step ingests into NotebookLM: notebooklm source add <file>
3. Cross-source synthesis: notebooklm ask --citations

Notebook Organization

Domain	Notebook	Purpose
Research pipeline	research-pipeline	Source discovery, provenance, scoring
Multi-model review	autonomous-review	reviewd, consensus, debate integrity
Tool ecosystem	tool-ecosystem	mise, chezmoi, hk, devcontainer

Rules

• Use notebooklm CLI only — never build custom NotebookLM tooling
• One notebook per domain — do not create per-session notebooks
• Always use --citations when querying for synthesis
• Check notebooklm source stale periodically to refresh outdated sources
• Ingest YAML provenance records, not raw markdown notes