World Weaver Memory Store

About

World Weaver Memory Store (ww-store) is a sophisticated persistent memory skill designed to enhance AI-assisted workflows by systematically archiving project history, technical concepts, and successful coding patterns. By utilizing an MCP gateway to link episodes (autobiographical events), entities (knowledge graph nodes), and skills (procedural patterns), it allows Claude to maintain deep long-term context across sessions, recall previous bug fixes, and understand complex relationships between project components. This skill ensures that important milestones and architectural decisions are never lost, transforming ephemeral chat interactions into a structured, searchable knowledge base.

Key Features

• 1 GitHub stars
• Emotional valence and outcome classification for priority-based recall
• Tripartite memory architecture for episodes, entities, and skills
• Procedural skill documentation with pre- and post-condition tracking
• Automated context extraction from git logs and working directories
• Knowledge graph generation with customizable entity relations

Use Cases

• Standardizing recurring development procedures into reusable AI-assisted skills
• Archiving successful bug fixes and decision-making logic for future reference
• Building a project-specific knowledge graph of concepts, people, and tools