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    <title>OpenClaw Production Notes on 卓琪的开发笔记</title>
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    <description>Recent content in OpenClaw Production Notes on 卓琪的开发笔记</description>
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    <copyright>© 2026 Liu ZhuoQi</copyright>
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      <title>OpenClaw in Practice: One File Path Eliminated 84% of Tool Calls — A Cron Job Debugging Story</title>
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      <pubDate>Sat, 20 Jun 2026 00:00:00 +0000</pubDate>
      
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      <description>OpenClaw&amp;rsquo;s daily-ai-news cron job kept timing out. The root cause: a missing absolute path in the SKILL.md caused the Agent to spend 15 exec calls searching for a tool every run. Messages 165→54, exec calls 44→7 — one file path beat any algorithm optimization.</description>
      
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      <title>OpenClaw Memory in Practice: From &#39;Vector Search Is Down But Everything Still Works&#39; to Zero-Cost NVIDIA Embeddings</title>
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      <pubDate>Sat, 20 Jun 2026 00:00:00 +0000</pubDate>
      
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      <description>OpenClaw&amp;rsquo;s vector retrieval silently failed — but BM25 text search kept the memory system running for two weeks unnoticed. Should you even bother fixing it? Here&amp;rsquo;s how I used NVIDIA&amp;rsquo;s free embedding API to complete the picture at zero cost.</description>
      
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