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script-evaluator

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Evaluate video scripts and presentations for flatness, tension, and emotional impact. Use when: 'is this script good', 'review script', 'evaluate video', 'why is this boring', 'flatness check', 'script review', 'improve script', 'rate this video'. Scores 6 dimensions (tension, specificity, emotional arc, hook, customer voice, visual variety), identifies specific problems, and suggests concrete fixes with examples. Do NOT use to generate a new script or scene structure from scratch (use video-narrative-arc), to build the product brief (use product-meaning-extractor), or to render/finish the video (use remotion-production-guide or video-post-production); this only critiques an existing script/scene.

skills/video-production/script-evaluator/SKILL.md

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Nov 7, 2026
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# Script Evaluator / Flatness Detector

Review a video script, presentation, or rendered scene code and identify exactly WHY it's boring and HOW to fix it. Works on scripts, storyboards, and Remotion/code-based video scenes.

## Preserve facts before scoring style

Check claims against the supplied brief and its sources. Keep factual numbers,
comparisons, product capabilities, and customer quotations tied to their evidence
and limitations. The examples below are illustrative, not reusable product facts.
Never invent a statistic, customer, testimonial, or guarantee to raise a score.
Without evidence, use a supported qualitative example or flag the exact claim as
unverified while continuing the rest of the review. A creative score is a heuristic,
not a measured engagement prediction, factual approval, or authority to publish.