/vault-clusters - Find Knowledge Clusters

Find groups of notes that are densely connected (knowledge clusters).

Usage

/vault-clusters                      # Find all clusters

What It Does

Cluster Analysis
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Found: 12 knowledge clusters
Avg size: 14 notes    Avg cohesion: 78%
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What is a Cluster?

A cluster is 3+ notes where:

• Each links to at least 2 others in the group
• More connected internally than externally
• Forms a cohesive topic/project

Where Output Goes

Example Output

Knowledge Clusters
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Found 12 knowledge clusters

TOP CLUSTERS BY SIZE:

**Cluster 1: Data Platform** (23 notes, 89% cohesion)
Hub: [[Main Project]]
Notes: [[Database]], [[API]], [[Pipeline]], [[Data Quality]]...

**Cluster 2: Development Tools** (18 notes, 76% cohesion)
Hub: [[Dev Environment]]
Notes: [[Git]], [[VS Code]], [[GitHub]], [[Python]]...

**Cluster 3: Work Process** (15 notes, 82% cohesion)
Hub: [[Workflow]]
Notes: [[Deployments]], [[Releases]], [[Testing]]...

STATISTICS:
  Total clusters: 12
  Average size: 14.3 notes
  Average cohesion: 78%
  Unclustered: 200 notes (20% of vault)

INSIGHTS:
  3 major topic areas dominate vault
  Data platform cluster is most cohesive
  Consider MOC for each cluster
  Unclustered notes may need topic assignment

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