Drop-in memory harness for AI agents — 3-tier memory, compaction tree, hybrid search. One command to

• ▸Use it when you want a Builder-style agent for focused tasks.
• ▸Use it as a agent layer inside a broader agent workflow.
• ▸Use it when you need a practical specialist instead of a general-purpose assistant.

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