vault-graph
Use when analyzing vault structure, finding orphan notes, discovering missing connections, identifying bridge concepts, or checking vault health from a graph perspective. Triggers on "vault graph", "map vault", "find orphans", "missing links", "vault structure", "knowledge graph".
Profile →npx skills add majiayu000/claude-skill-registry --skill vault-graph --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
<Purpose> Analyze the vault's wikilink structure as a directed graph. Computes PageRank (most influential concepts), betweenness centrality (bridge nodes connecting domains), orphan detection, cluster analysis, and missing-link discovery. Combines deterministic graph computation (Python/NetworkX) with intelligent interpretation (agent) to surface actionable insights. </Purpose> <Use_When> - User asks about vault structure, connections, or health - User wants to find orphan notes (unlinked, isolated) - User wants to discover missing connections between notes - User wants to identify the most important concepts in the vault - User asks "what should I link?" or "what's disconnected?" - As part of /health workflow for structural metrics - User says "map", "graph", "network", "connections", "orphans", "bridges" </Use_When> <Do_Not_Use_When> - User wants to search note CONTENT (use Grep/search_notes instead) - User wants to process a single note (use /process) - User wants tag analysis without graph structure (use /health) </Do_Not_Use_When> <Execution_Policy> - Run the Python script first — it handles all graph math deterministically - Pipe script output to the graph-analyst agent for i
- Stage 1: RUN GRAPH ANALYSIS
- Stage 2: INTERPRET WITH AGENT
- Stage 3: PRESENT RESULTS
uv run "$SKILL_DIR/scripts/analyze_vault_graph.py" "." --top 20
What does the vault-graph skill do?
Use when analyzing vault structure, finding orphan notes, discovering missing connections, identifying bridge concepts, or checking vault health from a graph perspective. Triggers on "vault graph", "map vault", "find orphans", "missing links", "vault structure", "knowledge graph".
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill vault-graph --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.