Agent-driven long-term memory for DeepSeek Harness

Key features

• L1 factMaster preference, environmental facts - key accurately over updates
• Globalglobal memory (owner preference/environment), always attached to search
• When hit in recall, each result is accompanied by a related link - the contour strength = shared label x 3 + heading 2-gram overlap x 2 + text 2-gram overlap x 1 (Chinese/English without spaces for natural work).
• L2 knowledgeReusable knowledge, learning to sink - automatically merged with title