Build and maintain a dense semantic knowledge graph about search and IR inside an Obsidian vault. Triggers on article URLs, article titles or names (from Clippings/, raw_articles/, or unprocessed vault notes), and requests to enrich or reprocess existing notes for concepts, people, companies, tools, or topics.
Find disconnected clusters in the Awesome Search Obsidian vault — groups of notes that are internally linked but isolated from the rest of the graph. Identify semantic overlap between clusters and suggest bridge links. Use for deep graph connectivity audits.
Audit all notes in the Awesome Search Obsidian vault for missing or incomplete frontmatter. Reports violations by folder and optionally auto-fixes notes where values can be inferred from content. Use for KG consistency checks.
Audit hub notes in the Awesome Search Obsidian vault — rank notes by inbound link count and compare against existing Topics/ notes. Surfaces mismatches where high-traffic concepts lack a proper topic page. Use for periodic graph structure reviews.
Find orphan notes in the Awesome Search Obsidian vault — notes with no wikilinks in or out — and suggest or apply connections to existing notes. Use when running a graph health audit or when the KG feels sparse.