Synergistic Opportunity Weaving

What problem does it solve?

This Skill eliminates orphaned or weakly connected knowledge artifacts by computing the Graph Synergy Score (GSS) and weaving missing reciprocal relationships to improve overall knowledge-graph topology.

Core Features & Use Cases

• Graph synergy scoring: Quantifies orphan ratio and hub connectivity to measure improvement in GSS after linking.
• Opportunity detection: Finds unidirectional link gaps (missing return links) and latent semantic twins using keyword overlap.
• Automated backlink forging: Scans markdown content for link reciprocity gaps that should be addressed with governed relationships.
• Visualization support: Generates mind-map/RAG graph representations to help validate and inspect conceptual linkage quality.

Quick Start

Run the Synergistic Opportunity Weaving skill on your target knowledge-graph directory, then add the missing GOVENED_BY reciprocal links it reports and re-calculate GSS until the orphan ratio decreases.