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Enables agent harnesses to drive penetration-testing engagements by calling scope-gated scanning and exploit tools, recording normalized evidence into an engagement graph, and promoting evidence through a hypothesis-to-finding lifecycle. It also provides cross-engagement long-term memory recall and learning so agents can reuse past lessons.