Nmedia Services v1.1 Module 02 · Story / Script Development

One pipeline, five story formats.

A 22-minute series episode, a feature film, a music video, a documentary, a commercial — they all start the same way and break differently. We taught one engine to honour all five.

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Animation Production Pipeline · v1.1
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5Format presets
4Expansion steps
Episode count
0Copy-paste
Format-aware LLM expansion Project manifest Zero-copy

Most "AI script tools" assume one shape: a feature screenplay. Real production has at least five — and the joints between them are exactly where pipelines break. Module 02 makes the format part of the data, not part of the tool.

01The problem

A series episode is split into cold open / acts / tag. A musical track is split into verses, chorus, bridge. A commercial breaks at hook, pitch, CTA. A documentary breaks by topic and B-roll. The vocabulary is different, the beats are different, the file outputs are different. Most teams maintain five different scripts to handle this — or pretend everything is a movie and patch the joints later.

We did neither. We made the format a property of the project, and taught the same expansion engine to obey different rules under different presets.

Module 02 control panel with format selector and expansion steps visible.
Same panel, different presets — Series, Movie, Musical/Song, Documentary, Ad/Commercial.

02The approach

Each project carries a PROJECT.json manifest with a content_format field. That single field reroutes the whole pipeline — file naming (EPISODE_SEQ01 for movies, EPISODE_SEC01 for musicals), prompt scaffolds, beat grammar, and downstream module behaviour. The expansion runs in four steps — premise, beat sheet, scene list, scripted dialogue — but each step asks format-specific questions.

The musical preset, for example, generates a FULL_SONG_SCRIPT.txt as the single source of truth and treats every section as a verse-aware unit so chorus repetition stays musically coherent. The documentary preset asks for sources and B-roll cues alongside narration. The series preset enforces an act structure and watches the runtime budget.

"Format-aware was the unlock. The minute we stopped pretending a music video was a short film, the whole pipeline got faster."

03Inside the control panel

The panel surfaces the four expansion steps in a fixed left-to-right flow. Each step writes its output to disk before the next can run, so the operator can stop, edit, and resume without losing state.

Voiceover extraction and asset scan results for an expanded episode.
The script becomes structured data — speaker tags, scene IDs, asset references.
Why it matters → Downstream modules don't have to guess what shape the story is. The storyboard generator knows whether to break by scene or by song section. The animatic tool knows whether to expect dialogue or sung lyrics. The pipeline gets shorter because every tool gets the right context for free.

04What's next

The active push is cross-format adaptation — taking a feature treatment and re-projecting it as a six-episode series, or a 90-second commercial, with the manifest doing the heavy lifting. Same story, different shapes, no rewrite. After that: a presets registry that lets a studio ship its own house format alongside ours.

Want a pipeline like this for your studio?

Nmedia Services is building the next generation of AI-native animation tools — modular, format-aware, and operator-friendly.

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