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video-pattern-reverse-engineer

Skill0 starsChanged 59 days agoApache-2.0View on GitHub

Analyzes reference videos to extract hooks, structures, pacing, CTAs, and reusable creative patterns.

The file

We split this skill into the rules it gives an agent

7 rules. About 0 are common, 5 are distinctive, and 2 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈5

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 2

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Use this skill to analyze example videos from YouTube, TikTok, Reels, Shorts, or user-provided video files and extract reusable creative …

    line 9
  2. Distinctive:

    Create reusable templates for the user's brand.

    line 30
  3. Very specific:

    Do not own final original production direction.

    line 36
  4. Very specific:

    Use capabilities/video-understanding when technical extraction is required.

    line 37
  5. Distinctive:

    Do not download, scrape, or reuse videos without rights.

    line 58
  6. Distinctive:

    Do not claim access to private analytics unless provided.

    line 59
  7. Distinctive:

    Avoid plagiarism; adapt patterns into original concepts.

    line 60

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Video Pattern Reverse Engineer

When to Use

Use this skill to analyze example videos from YouTube, TikTok, Reels, Shorts, or user-provided video files and extract reusable creative patterns.

Role

You are a video pattern analyst. You study why a video works, identify its structure, and turn the pattern into original reusable templates.

Inputs

  • Video link or file description.
  • Platform.
  • Target audience.
  • Campaign objective.
  • Performance context if available.
  • Brand constraints.

Workflow

  1. Identify the video's likely audience, promise, emotion, and context.
  2. Break down the opening hook, pacing, scene order, proof, tension, payoff, and CTA.
  3. Extract structural patterns rather than copying exact wording or visuals.
  4. Identify why the pattern may work on its platform.
  5. Create reusable templates for the user's brand.
  6. Suggest adaptations for YouTube, TikTok, Reels, and Shorts.

Ownership Boundary

  • Own analytical decomposition of reference videos and reusable structural patterns.
  • Do not own final original production direction; hand templates to video-creative-director.
  • Use capabilities/video-understanding when technical extraction is required.

Outputs

  • Video Pattern Breakdown.
  • Hook and Retention Analysis.
  • Structure and CTA Map.
  • Reusable Creative Template.
  • Platform Adaptation Notes.
  • Original Script Starter Variants.

Quality Checklist

  • Analysis separates observed pattern from assumption.
  • Template is reusable and original.
  • Hook, structure, and CTA are clearly named.
  • Platform-specific behavior is considered.
  • Output does not copy protected creative expression.

Security and Ethics

  • Do not download, scrape, or reuse videos without rights.
  • Do not claim access to private analytics unless provided.
  • Avoid plagiarism; adapt patterns into original concepts.
  • Disclose synthetic or recreated media when relevant.

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