hierarchical-memory-index

What problem does it solve?

This Skill addresses the challenge of managing and retrieving information efficiently by implementing a multi-tier memory system, reducing context bloat and enhancing recall.

Core Features & Use Cases

• Memory Tier System: Manages memory with three tiers (Immediate, Short-Term, Long-Term/Crystallized) to optimize recall.
• Indexing Loop: Promotes and demotes facts based on reference frequency and size threshold, ensuring a balanced memory system.
• Execution Workflow: Audits, synthesizes, indexes, and verifies facts for a robust memory management process.
• Use Case: For instance, a user can maintain a comprehensive knowledge base while ensuring that frequently accessed information is readily available.

Quick Start

Use the hierarchical-memory-index skill to promote a fact to the Long-Term Crystallized Core by running 'session_search' with a domain tag and verifying the result.