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    <title>DEV Community: zz583</title>
    <description>The latest articles on DEV Community by zz583 (@zz583).</description>
    <link>https://dev.to/zz583</link>
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      <title>DEV Community: zz583</title>
      <link>https://dev.to/zz583</link>
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    <item>
      <title>Steal My Character-Lock Block — the Exact Template Behind Consistent AI Video Characters</title>
      <dc:creator>zz583</dc:creator>
      <pubDate>Fri, 23 Oct 2026 13:56:22 +0000</pubDate>
      <link>https://dev.to/zz583/steal-my-character-lock-block-the-exact-template-behind-consistent-ai-video-characters-4e87</link>
      <guid>https://dev.to/zz583/steal-my-character-lock-block-the-exact-template-behind-consistent-ai-video-characters-4e87</guid>
      <description>&lt;p&gt;If your AI video character's face, hair or outfit quietly mutates between shots, the problem is almost never the model. It's that you re-describe the character from memory in every prompt — and every re-description drifts.&lt;/p&gt;

&lt;p&gt;After shipping 30+ AI shorts (original-character PVs, a 35s photorealistic slice-of-life film, film-look replications), I stopped re-describing. I write the character &lt;strong&gt;once&lt;/strong&gt;, as a fixed block, and paste it &lt;strong&gt;verbatim&lt;/strong&gt; into every segment prompt. That's the whole trick — here it is, free.&lt;/p&gt;

&lt;h2&gt;
  
  
  The Character-Lock Block (copy this structure)
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;[Lock block example] The same girl: long mint-green hair in loop-shaped side buns
with thin braids, amber-gold eyes with star-shaped highlights, white-and-navy
off-shoulder sailor top, blue-cyan chest bow with a golden star, star-pattern
pleated skirt, a large blue bow on her back, one long dark-blue tail tipped
with a blue heart.
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;That block carried a character through a full 14-second PV, shot after shot, without her outfit swapping colors or her accessories vanishing. The rules that make it work:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;Cover everything, in a fixed order:&lt;/strong&gt; hair color/style · eyes · top · bottom · signature accessories · special traits. Miss one item and that item is exactly the one that drifts.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Paste it word-for-word.&lt;/strong&gt; Never paraphrase it per segment. Consistency comes from identical tokens, not from describing the same thing "well" twice.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Change only action + scene per segment.&lt;/strong&gt; The block stays frozen; the segment prompt around it carries the movement, camera and lighting.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Pair it with a reference image.&lt;/strong&gt; Generate every segment independently from the same character sheet — in my tests, independent generation with a shared reference beats chaining from the previous segment's last frame, which drifts the worst.&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  The negative-constraint tail (attach to every segment)
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;no subtitles, no text, no watermark, no logos, normal hands (five fingers),
no distorted face, no face change
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  One full segment, assembled
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;[lock block], standing at the center of a rain-slick neon street, breeze moving
her hair, slowly raising her head to camera, determined eyes, slow push-in,
cinematic light, clean frame, no subtitles, no text, no watermark,
no distorted face, no face change
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Where this comes from
&lt;/h2&gt;

&lt;p&gt;This is Method 2 of my &lt;strong&gt;AI Short-Video Prompt Pack Vol.1&lt;/strong&gt; — the full system behind those 30+ shorts: segmented generation for 15–35s films, image-to-video style replication, the frame-check routine I run before delivery, and &lt;strong&gt;36 fill-in templates&lt;/strong&gt; (character PVs, duels, slice-of-life, old-photo revival, product shots and more), each annotated with the tool, aspect ratio and segmentation it was verified with. Bilingual EN / 中文 edition.&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;📦 Full pack on itch.io ($4.99): &lt;a href="https://zzstudio.itch.io/ai-video-prompt-pack-vol1" rel="noopener noreferrer"&gt;https://zzstudio.itch.io/ai-video-prompt-pack-vol1&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;🆓 The methodology chapter is free on GitHub: &lt;a href="https://github.com/zz583/ai-video-prompt-pack" rel="noopener noreferrer"&gt;https://github.com/zz583/ai-video-prompt-pack&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;If the lock block saves one of your characters, I'd love to hear about it in the comments.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>video</category>
      <category>promptengineering</category>
      <category>tutorial</category>
    </item>
    <item>
      <title>I Made 30+ AI Short Videos. Here's the Exact Prompt System I Use (Segmented Generation + Character Locking)</title>
      <dc:creator>zz583</dc:creator>
      <pubDate>Fri, 23 Oct 2026 03:02:54 +0000</pubDate>
      <link>https://dev.to/zz583/i-made-30-ai-short-videos-heres-the-exact-prompt-system-i-use-segmented-generation-character-2bbf</link>
      <guid>https://dev.to/zz583/i-made-30-ai-short-videos-heres-the-exact-prompt-system-i-use-segmented-generation-character-2bbf</guid>
      <description>&lt;p&gt;Every AI video tutorial tells you to "describe the scene in detail." Almost none tell you how to keep the SAME character across a 25-second video, or how to reproduce a specific film look instead of a vague "in the style of."&lt;/p&gt;

&lt;p&gt;I've shipped 30+ AI shorts (character PVs, a 35s photorealistic slice-of-life film, style-replication tests). These are the rules that actually survived production:&lt;/p&gt;

&lt;h2&gt;
  
  
  1. Never generate long. Segment by story beats.
&lt;/h2&gt;

&lt;p&gt;Models are stable for ~5-10s. A 25s video = 3 segments × 8.4s. A 35s film = 5 segments. Cut on narrative beats, generate independently, stitch in your editor.&lt;/p&gt;

&lt;h2&gt;
  
  
  2. The Character Lock Block
&lt;/h2&gt;

&lt;p&gt;Write your character ONCE as a fixed block — hair, eyes, outfit, signature accessories, special traits — and paste it VERBATIM into every segment prompt. Miss one item, that item drifts.&lt;/p&gt;

&lt;h2&gt;
  
  
  3. For style replication: image-to-video beats text, every time
&lt;/h2&gt;

&lt;p&gt;Writing "X's art style" gets you an approximation. Feed 1-2 real stills as reference images, keep motion minimal (slow push-in, micro-movement), and let the reference carry the look.&lt;/p&gt;

&lt;h2&gt;
  
  
  4. Independent generation + same reference &amp;gt; tail-frame chaining
&lt;/h2&gt;

&lt;p&gt;Chaining from the previous segment's last frame drifts the worst (faces and outfits quietly mutate). Re-anchor every segment to the same character sheet instead.&lt;/p&gt;

&lt;h2&gt;
  
  
  5. Pre-delivery frame check
&lt;/h2&gt;

&lt;p&gt;Same face? Accessories complete? Outfit colors unswapped? Prop states continuous (a bottle cap can only be open AFTER the segment where it opens)? No stray generated text? Re-run single segments, never the whole film.&lt;/p&gt;




&lt;p&gt;I packaged the full system — the complete methodology plus 36 ready-to-fill templates (character PVs, slice-of-life, e-commerce, mini-drama storyboards, pets, ambience loops) — here:&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://zzstudio.itch.io/ai-video-prompt-pack-vol1" rel="noopener noreferrer"&gt;AI Short-Video Prompt Pack Vol.1&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Every template lists the tool, aspect ratio, duration and segmentation it was verified with. $4.99, pay once, yours forever.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>video</category>
      <category>promptengineering</category>
      <category>tutorial</category>
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