nlm-cleanup

What problem does it solve?

NotebookLM notebooks often accumulate duplicate, off-topic, and redundant sources, causing clutter and inefficiency. This skill identifies those sources and helps prune or consolidate them to improve focus and relevance.

Core Features & Use Cases

• Identify duplicates by domain and title similarity, flag off-topic items by keyword cues, and categorize sources for consolidation or deletion.
• Consolidate multiple sources into a smaller set of canonical references to streamline notebook content.
• Use Case: When a notebook grows to contain dozens of sources across domains, run nlm-cleanup to reduce to a focused set of high-value sources.

Quick Start

Identify duplicate, off-topic, and redundant sources in a NotebookLM notebook and remove or consolidate them.