knowledge-synthesize

What problem does it solve?

Cross-root knowledge graphs often contain silos and forgotten-but-relevant links. This skill surfaces cross-node connections, flags contradictions, and seeds missing links to improve consistency and retrieval.

Core Features & Use Cases

• Deterministic candidate ranking across shared-targets, co-mentions, and node relevance, derived from the octopus synthesize core over the octopus kr registry.
• Contradiction detection and guidance: surfaces authorities and cited notes to help human judgment determine inconsistencies.
• Link seeding with --fix to seed unambiguous missing relationships when mentions map to a single node.

Use cases include knowledge maintenance, knowledge-base enhancement, and auditing relationships across docs, memory, and consigliere roots.

Quick Start

Invoke the knowledge-synthesize skill to surface cross-node connections and seed missing links across your knowledge roots.