Agent Intelligence & Learning

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.

The DNA Memory system allows AI agents to learn and grow like the human brain, utilizing a three-tier memory architecture (working, short-term, long-term) alongside active forgetting, automatic summarization, and reflective learning cycles.