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Use when assigning visual engines and preparing an assets manifest from storyboard scenes and hook variants.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Use when aligning voiceover audio and segment text into subtitle files with readability checks.
Use when validating an episode topic and coordinating deterministic local content-factory workflow setup.
Use when creating, updating, or reviewing global DESIGN.md, global FRAME.md, or an episode-level video_script/FRAME.md for AI paper explainer videos.
Use when composing storyboard, assets, audio, and captions into HyperFrames draft outputs.
Use when shaping hooks, cover headlines, storyboard beats, or visual concepts for paper explainer content that needs a stronger advertising idea without losing factual accuracy.
Use when evaluating episode artifacts and reporting pass, partial, or failed production readiness.
| name | visual-orchestrator |
| description | Use when assigning visual engines and preparing an assets manifest from storyboard scenes and hook variants. |
storyboard/storyboard.jsonscript/hooks.jsonstoryboard/hook_variants.jsondocs/visual_system/MATLAB.md before assigning any matlab visual engineassets/assets_manifest.jsonmatlab only for deterministic source-backed formula conversion, matrix/heatmap views, curve plots, RoPE or positional-encoding geometry, attention score illustrations, and frame/video preview specs that will be rendered by a separately routed task.matlab, require manifest fields from docs/visual_system/MATLAB.md: canvas, safe areas, fps or static format, font map, terminology contract, render environment, Windows text-size status, rendererinfo/GPU evidence, source evidence, review keyframes, overlap check, and HyperFrames handoff status.