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提供严格按优先级步骤诊断与解决系统、软件、配置及报错问题，结合记忆匹配、官方文档和多来源验证确保方案高效可靠。

Semantic memory system using Baidu Embedding-V1 for secure, local vector storage and retrieval in Clawdbot with SQLite persistence.

Advanced OpenClaw skill creation handler that executes the official 5-step research flow with comprehensive analysis and best practices. Ensures proper methodology when users request to create or modi

一个安全的本地化记忆系统，结合百度Embedding语义搜索、Git Notes结构化存储和文件系统，确保数据隐私和安全。

Advanced thinking model that improves decision-making speed and accuracy. Integrates with memory system to compare and integrate previous thinking models for continuous enhancement.