Knowledge Graph Agent
Automated knowledge graph maintenance across 889 documents
Overview
Maintains bidirectional relationships, validates metadata, detects orphaned nodes, and suggests new connections across the knowledge graph. Runs as part of the weekly repo audit.
Execution Phases
Graph Scan
Reads all nodes and edges from the knowledge graph index
Integrity Check
Validates all file references still exist and metadata is current
Relationship Discovery
Suggests new connections based on content similarity
Report
Produces health metrics and recommended actions
Outputs
- Graph health metrics
- Orphaned node list
- Suggested new connections
- Broken reference fixes
Skills Used
Example
Weekly scan of 889 nodes finds 4 orphaned nodes (files deleted but graph entries remain), 2 broken bidirectional links, and suggests 7 new connections based on content overlap. Auto-fixes the orphans and broken links; surfaces suggestions for review.
Deep Dives
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This agent ships with Knowledge OS. Set up your system in 90 minutes.
Built and maintained by Victor Sowers at STEEPWORKS