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tool
Agent Memory Migration Bridge for Enforcement
Summary
This CLI utility parses structured, per-role markdown memory files from the Agent Architect Kit and transforms them into actionable feedback entries for the ThumbGate runtime enforcement layer. It facilitates the migration of agent learnings and mistakes into a searchable, queryable lesson database.