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from milimovideo78
Parse screenplays into structured Scene and Shot records, auto-match elements (characters/locations), and generate concept thumbnails for video storyboards.
Transforms plain-text screenplays into generation-ready data structures (Scene and Shot records), enriches them with deterministic element-matching, and coordinates thumbnail generation for storyboard pipelines. The skill explains two parsing pipelines (fast regex and an AI parser), how matches to characters/locations/items are scored and linked, and how thumbnail jobs are queued and emitted to the front end.
Use this skill when you need to: convert screenplay or script text into a structured sequence of scenes and shots for downstream video generation; debug parsing failures between regex and AI parsers; implement deterministic element linking to improve visual conditioning; or integrate thumbnail/job queue logic into a storyboard UI.
Best used by agents with code execution and HTTP tooling (Copilot/Codex-style or agents that can read and modify backend Python services), and by agents familiar with video toolchains and FFmpeg integration.
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