Agent Memory & Continuous Self-Improvement Skills

Purpose: Enable agents to learn from experience, evaluate themselves continuously, and store improvements in ChromaDB collections separate from static configuration files.

Philosophy: Static configuration (.md) for capabilities; dynamic memory (ChromaDB) for learned experiences.

Architecture Overview

The Dual-Layer Model