<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Machine Learning on ErrorVault — Developer Error Code Dictionary</title><link>https://errorvault.dev/categories/machine-learning/</link><description>Recent content in Machine Learning on ErrorVault — Developer Error Code Dictionary</description><generator>Hugo</generator><language>en-us</language><lastBuildDate>Sun, 19 Apr 2026 19:19:13 +0800</lastBuildDate><atom:link href="https://errorvault.dev/categories/machine-learning/feed.xml" rel="self" type="application/rss+xml"/><item><title>Fix clw-prompt-failure: Resolving OpenClaw prompt generation failures in LLM pipelines</title><link>https://errorvault.dev/openclaw/openclaw-clw-prompt-failure-prompt-generation/</link><pubDate>Sun, 19 Apr 2026 19:19:13 +0800</pubDate><guid>https://errorvault.dev/openclaw/openclaw-clw-prompt-failure-prompt-generation/</guid><description>&lt;h2 id="1-symptoms">1. Symptoms&lt;/h2>
&lt;p>The &lt;code>clw-prompt-failure&lt;/code> error in OpenClaw manifests during prompt processing in LLM inference pipelines. Users typically encounter it when initializing inference sessions or submitting prompts to models like Llama or Mistral via OpenClaw&amp;rsquo;s API.&lt;/p>
&lt;h2 id="common-symptoms-include">Common symptoms include:&lt;/h2>
&lt;p>[ERROR] clw-prompt-failure: Prompt validation failed at stage &amp;rsquo;tokenize&amp;rsquo;. Reason: Invalid template syntax in prompt: missing closing brace in {{user_input}}.&lt;/p>
&lt;div class="highlight">&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#282a36;-moz-tab-size:4;-o-tab-size:4;tab-size:4;">&lt;code class="language-fallback" data-lang="fallback">&lt;span style="display:flex;">&lt;span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>Or more detailed logs:
&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;p>[DEBUG] OpenClaw v2.1.3: Loading model &amp;rsquo;llama-3-8b&amp;rsquo;&amp;hellip;
[INFO] Model loaded successfully.
[ERROR] clw-prompt-failure: Failed to generate prompt tokens. Details:&lt;/p></description></item></channel></rss>