reflect-curate-memory

What problem does it solve?

This Skill addresses the challenge of maintaining a clean and efficient knowledge base by automatically identifying and retiring outdated or low-utility information, while also implementing active forgetting mechanisms to prevent knowledge degradation.

Core Features & Use Cases

• Candidate Identification: Gathers potential candidates for retirement based on staleness, low utilization, or contradictions.
• Agent-Driven Evaluation: Requires the agent to manually assess each candidate before retirement, ensuring critical information is not lost.
• Active Forgetting: Implements a decay model, retrieval strengthening, interference detection, and reconsolidation to mimic biological memory processes.
• Use Case: Regularly cleans up the agent's knowledge base, ensuring that only relevant and up-to-date information is retained, improving the accuracy and efficiency of future responses.

Quick Start

Invoke the reflect-curate-memory skill to begin the memory curation process.