World Weaver Memory Consolidator

The World Weaver Memory Consolidator skill implements a sophisticated memory maintenance system for Claude, mimicking biological memory processes to handle large-scale information retrieval. It optimizes long-term storage by clustering similar episodes into themes, applying FSRS-based stability decay to stale data, and strengthening frequently accessed connections. By performing either 'Light' daily maintenance or 'Full' deep restructuring using HDBSCAN clustering and entity extraction, this skill ensures that Claude's contextual memory remains fast, relevant, and well-organized even as project complexity grows.

Key Features

Use Cases