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Story To Video Workflow

This is the traffic cop for story-to-video projects. It doesn't generate anything itself, but sequences the entire pipeline: script splitting, character and location anchors, voice generation, and final video renders. The workflow enforces a gating ladder so you don't accidentally burn credits before the plan is solid, and it knows when to route work to script-compose, image-compose, voice-compose, or video-compose. The default arc walks you through capture, shot notes under 15 seconds, anchor creation, render path choice (straight to video or storyboard first), and dispatch strategy for multi-clip plans. It's opinionated about consent and won't auto-approve paid generation, but respects rough-direct shortcuts when you're moving fast.

GitHub stars
293
last updated
Jun 9, 2026

Install

$ npx -y skills add utopai-research/pai-pro --skill story-to-video-workflow --agent claude-code

Installs into .claude/skills of the current project.

Files

Story-to-video workflow

Contract

  • This skill wakes first for story/script/promo-to-video work.
  • Own sequencing only. Before execution, load the matching capability skill; do not call generate_* here.
  • Recommendations are not consent. Stop before paid generation or pipeline changes unless the user explicitly approved an autonomous workflow.

Default arc

Use this ladder unless the user skips, reorders, supplies refs, or asks for a rough direct render:

Sponsors

Details

Repository
github.com/utopai-research/pai-pro
Categories
Data Science & ML, Automation & Workflows
First seen
Jun 11, 2026

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