Unverified50% confidenceTradeoffExact time
NanoClaw的记忆系统存在痛点：Agent容易创建大量重复文件，导致'两份真相'问题，缓解思路是建立文件索引并运行后台进程标记重复项
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/25/2026
First Seen
Valid until: 10/23/2026
Sources
企业级AI Agent安全隔离与记忆设计：NanoClaw创始人拆解实战经验
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