Detect isolated note clusters in an Obsidian vault and suggest bridge wikilinks.
npx skills add https://github.com/frutik/awesome-search --skill kg-clusters
Please help me install this Agent Skill. Skill: kg-clusters Source: https://github.com/frutik/awesome-search/tree/main/claude-skills/kg-clusters Command: npx skills add https://github.com/frutik/awesome-search --skill kg-clusters
Knowledge graphs in Obsidian vaults often develop isolated islands of notes that are internally linked but disconnected from the rest of the graph, hiding valuable cross-domain connections. This Skill audits vault connectivity, finds those isolated clusters, and proposes semantically justified bridge links.
Ask the AI to audit the Awesome Search vault for isolated note clusters and suggest bridge links using the Obsidian MCP server.
High-intent search queries and answers about installing and using this skill.
Group notes by wikilink connectivity so two notes belong to the same cluster if reachable by following links in either direction. A cluster is considered isolated when it has fewer than 3 outbound links to notes outside itself.
Read the notes in each isolated cluster, summarize their topics, and identify semantic overlap with other clusters. Then propose specific wikilinks, such as adding [[Hybrid Search]] inside an Agentic Search note, only where the connection is semantically justified.
No. All vault operations must go through the Obsidian MCP server, which is the only sanctioned way to read, search, create, and edit notes. Direct filesystem access via Read, Write, or Bash tools is explicitly prohibited.
Run it when the graph view shows distinct isolated clouds of notes, after importing or processing a new domain of articles, or periodically to surface cross-domain connections that were missed during initial note creation.
Bridge notes are notes with high betweenness centrality that already connect multiple clusters, making them structurally the most valuable notes in the vault. The audit flags them so they can be kept rich and well-maintained.
mmartinsolivSearch, create, and organize Obsidian vault notes with wikilinks and index notes.
frutikIdentify disconnected note clusters in Obsidian vaults via wikilink connectivity.
artislismanisFind and fix broken wikilinks, orphaned notes, and missing backlinks across the vault.
sanchitnisConvert Obsidian wiki linked pages into JSON, GraphML, and Cypher knowledge graphs.
