Deep Memory Search

Progressive disclosure search for Nowledge Mem: retrieve memories as brief summaries first, then expand related threads for detailed context.

When to Use

This skill handles requests involving:

• Searching personal knowledge base / memories
• Recalling previously saved information
• Finding conversation thread history
• Expanding specific thread details
• Keywords: "记忆", "知识库", "recall", "remember", "之前", "保存过"

Workflow

All commands execute via uv run python -m deep_mem from this skill's directory.

Step 1: Search Memories