Maps semantic relationships, backlinks, and structural connections across your digital knowledge vault.
The Vault Connection Discovery skill enables Claude to perform deep relationship mapping across complex Markdown knowledge bases and PARA-structured vaults. By synthesizing semantic search results, 2-hop backlink analysis, and tag-based discovery, it uncovers non-obvious links between notes, identifies how area knowledge can support active projects, and highlights knowledge gaps. It is particularly useful for researchers and developers managing 'second brains' who need to synthesize information across disparate documents and folders.
Key Features
012-hop backlink analysis to trace indirect relationships and shared link paths
021 GitHub stars
03Tag-based discovery focusing on knowledge-role signals like seeds and insights
04Automated gap detection for mentioned topics that lack dedicated notes
05Semantic search to identify conceptually similar notes beyond keyword matching
06PARA structure analysis to align Area documentation with Project requirements
Use Cases
01Synthesizing captured resources into actionable project-related insights
02Exploring a research topic to find unexpected connections across different domains
03Onboarding into a large codebase or documentation vault to understand architectural relationships
