PKM Vault Master FAQs

Question 1

Can PKM Vault Master help manage my book and author notes?

Accepted Answer

Absolutely. It features specialized library analysis capabilities to help you identify which authors need profiles, prioritize your reading list based on content depth, and analyze the interconnectedness of your book summaries.

Question 2

What does the PKM Vault Master skill do?

Accepted Answer

This skill automates the organization and structuring of Personal Knowledge Management (PKM) vaults. It uses specialized Python scripts to perform vault health checks, discover related notes through vector-based similarity, and automatically generate Maps of Content (MOCs) based on the Linking Your Thinking (LYT) methodology.

Question 3

When should I use this skill within Claude Code?

Accepted Answer

Use this skill when you need to audit your Markdown notes, find 'orphan' notes that lack connections, create structured index files, or apply the ACE (Atlas, Calendar, Extras) folder framework. It is particularly effective for users managing large Obsidian vaults or research libraries.

Question 4

How does the link discovery feature work?

Accepted Answer

The skill uses keyword extraction and content-similarity ranking to analyze the text of your notes. It compares the target note against your entire vault to find conceptually related content, suggesting high-value internal links that improve your knowledge density and discoverability.

Question 5

Does this skill support Map of Content (MOC) creation?

Accepted Answer

Yes, it provides automated MOC generation with two stages: Stage 1 creates a simple list for initial organization, while Stage 2 (Workbench) uses themed clustering and keyword grouping to help you actively develop and structure complex topics.

PKM Vault Master

PKM Vault Master

Key Features

Use Cases

Key Features

Use Cases