| name | graph-strengthen |
| description | Knowledge graph strengthening pipeline — runs `of graph health` then `of strengthen-graph` to add backlinks, bridge notes, and auto-tags. Trigger: strengthen graph, graph health, fix orphans, improve connections. |
Graph Strengthening Pipeline
Analyze and strengthen the vault's knowledge graph by adding backlinks, bridge notes, and auto-tags.
Process
Step 1: Baseline metrics
of graph health --vault <name>
Capture baseline: total files, total links, orphan count, average links per note.
Step 2: Strengthen the graph
of strengthen-graph --vault <name>
This runs the full pipeline: backlinks, bridge notes, related-project links, auto-tags.
Step 3: Post-strengthening metrics
of graph health --vault <name>
Compare with baseline.
Step 4: Report
Report in Korean:
- 이전 상태 — baseline file count, link count, orphan count
- 강화 작업 — backlinks added, bridge notes created, tags applied
- 이후 상태 — new metrics, delta from baseline
- 남은 고아 노트 — list remaining orphans (if any)
Optional: Orphan handling
If orphans remain after strengthening:
of graph orphans --vault <name>
For AI-assisted auto-linking of remaining orphans:
of graph orphans --vault <name> --auto-link
Optional: Agent index generation
Generate index.md for AI agent navigation:
of graph index --vault <name>
Anti-Rationalization
| Excuse | Rebuttal | What to do instead |
|---|
| "Skip baseline, just strengthen" | Cannot measure improvement without baseline | Always run of graph health before and after |
| "All orphans will be resolved" | Some are seed files or intentionally disconnected | Report remaining orphans honestly |
| "Run --auto-link automatically" | It modifies content without user review | Get user consent before --auto-link |
Evidence Required
No evidence = not done.
Red Flags
- Graph health shows 0 links → vault may have no wikilinks at all
- Strengthening adds 0 links →
vault.toml graph settings may be disabled
- Auto-link fails → AI provider may be misconfigured
- Orphan count > 100 → vault may need structural reorganization first