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    <title>DEV Community: Carl Lee</title>
    <description>The latest articles on DEV Community by Carl Lee (@aiwarts).</description>
    <link>https://dev.to/aiwarts</link>
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      <title>DEV Community: Carl Lee</title>
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      <title>I traced 463 Seedance video prompts to their sources and logged 264 retest runs</title>
      <dc:creator>Carl Lee</dc:creator>
      <pubDate>Wed, 23 Sep 2026 17:34:53 +0000</pubDate>
      <link>https://dev.to/aiwarts/i-traced-463-seedance-video-prompts-to-their-sources-and-logged-264-retest-runs-51kg</link>
      <guid>https://dev.to/aiwarts/i-traced-463-seedance-video-prompts-to-their-sources-and-logged-264-retest-runs-51kg</guid>
      <description>&lt;p&gt;Viral AI-video clips often come with a prompt. What is harder to find is the original source, a reusable structure, and evidence that the prompt holds up in another generation.&lt;/p&gt;

&lt;p&gt;I built &lt;a href="https://github.com/LearnPrompt/awesome-seedance" rel="noopener noreferrer"&gt;Awesome Seedance&lt;/a&gt; to make that workflow easier to inspect and repeat. The repository currently contains 463 Seedance 2.5/2.0 cases traced to their original posts, 264 cross-model retest runs with public verdicts, 25 reusable templates, and 60 installable AI-video Skills.&lt;/p&gt;

&lt;p&gt;One distinction matters: 463 is the number of source-traced cases; 264 is the number of retest runs. The numbers do not mean every case was rerun.&lt;/p&gt;

&lt;h2&gt;
  
  
  A practical workflow
&lt;/h2&gt;

&lt;ol&gt;
&lt;li&gt;Browse the &lt;a href="https://github.com/LearnPrompt/awesome-seedance/blob/main/docs/gallery.md" rel="noopener noreferrer"&gt;case gallery&lt;/a&gt; and open the creator's original post.&lt;/li&gt;
&lt;li&gt;Choose a template from the &lt;a href="https://github.com/LearnPrompt/awesome-seedance/blob/main/docs/templates/en/README.md" rel="noopener noreferrer"&gt;template index&lt;/a&gt;. For example, the UGC creator-review template separately locks the person and product, then connects spoken lines to visible actions.&lt;/li&gt;
&lt;li&gt;Copy the template, replace the bracketed details, and generate in Seedance.&lt;/li&gt;
&lt;li&gt;Review the &lt;a href="https://github.com/LearnPrompt/awesome-seedance#-cross-model-retests" rel="noopener noreferrer"&gt;cross-model retest notes&lt;/a&gt; before deciding what to change.&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;The project also packages its prompt workflow as installable AI-video Skills for Claude Code, Codex, and other coding agents.&lt;/p&gt;

&lt;p&gt;Everything is in the &lt;a href="https://github.com/LearnPrompt/awesome-seedance" rel="noopener noreferrer"&gt;GitHub repository&lt;/a&gt;. I welcome reproducibility feedback, source corrections, and examples where a template fails.&lt;/p&gt;

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      <category>ai</category>
      <category>opensource</category>
      <category>productivity</category>
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