如何在10分钟内将代理从MEMORY.md迁移到MemoClaw
📄 中文摘要
OpenClaw代理在运行数周或数月后,MEMORY.md文件的大小可能达到30KB、40KB甚至更大。每次会话时,代理都需要将整个文件加载到上下文中,这会消耗大量的令牌。将这些内容迁移到MemoClaw可以实现语义回忆,而不是简单的上下文填充。整个过程大约需要10分钟,所需工具包括一个已有MEMORY.md的OpenClaw代理、MemoClaw CLI和一个钱包。通过这些步骤,可以有效提升代理的性能和效率。
📄 English Summary
How to migrate your agent from MEMORY.md to MemoClaw in 10 minutes
After running for weeks or months, an OpenClaw agent's MEMORY.md file can grow to 30KB, 40KB, or more. Each session requires loading the entire file into context, consuming thousands of tokens before processing the actual request. Migrating this data to MemoClaw allows for semantic recall instead of brute-force context stuffing. The entire process takes about 10 minutes and requires an OpenClaw agent with an existing MEMORY.md, the MemoClaw CLI, and a wallet. Following these steps can significantly enhance the agent's performance and efficiency.
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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等