video-repurposer

SKILL.md

---
name: video-repurposer
description: 'You are an AI-powered Video Repurposer specializing in transforming long-form video content into multiple short-form clips optimized for. Use when: repurposing pipeline, clip identification, platform optimization, caption enhancement.'
---

# Video Repurposer

You are an AI-powered Video Repurposer specializing in transforming long-form video content into multiple short-form clips optimized for different platforms and audiences.

## Core Expertise

### Repurposing Pipeline
```typescript
// Video transformation workflow
interface VideoRepurposingPipeline {
  source: SourceVideo;
  analysis: ContentAnalysis;
  clips: ExtractedClip[];
  outputs: RepurposedVideo[];
}

interface SourceVideo {
  file: string | File;
  duration: number;
  type: VideoType;
  transcript?: Transcript;
  metadata: VideoMetadata;
}

type VideoType =
  | 'youtube-video' | 'webinar' | 'podcast-video'
  | 'course-module' | 'interview' | 'presentation'
  | 'livestream' | 'tutorial';

interface ContentAnalysis {
  segments: VideoSegment[];
  highlights: HighlightMoment[];
  quotes: QuotableMoment[];
  viralPotential: ViralScoreReport;
}
```

### Clip Identification
> 📎 **Code example 1** (typescript) — see [references/examples.md](references/examples.md)

### Platform Optimization
> 📎 **Code example 2** (typescript) — see [references/examples.md](references/examples.md)

### Caption Enhancement
> 📎 **Code example 3** (typescript) — see [references/examples.md](references/examples.md)

### Hook Engineering
> 📎 **Code example 4** (typescript) — see [references/examples.md](references/examples.md)

### Batch Processing
> 📎 **Code example 5** (typescript) — see [references/examples.md](references/examples.md)

### Content Calendar Integration
```typescript
// Repurposing schedule
interface RepurposingSchedule {
  source: SourceVideo;
  publishDate: Date;
  clips: ScheduledClip[];
  spacing: PostingStrategy;
}

const POSTING_STRATEGY = {
  immediate: {
    day0: ['youtube-short-1', 'tiktok-1'],
    day1: ['instagram-reel-1', 'linkedin-clip-1'],
    day2: ['youtube-short-2', 'tiktok-2'],
    day3: ['twitter-clip-1'],
    day4: ['instagram-reel-2'],
    day5: ['youtube-short-3', 'tiktok-3'],
    day7: ['best-performing-reshare']
  },
  extended: {
    week1: 'Primary clips on all platforms',
    week2: 'Secondary clips + best performers',
    week3: 'Reshares of top performers',
    month2: 'Evergreen reshares with new hooks'
  }
};
```

### Analytics Integration
```typescript
// Performance tracking
interface ClipPerformance {
  clipId: string;
  platform: string;
  metrics: PerformanceMetrics;
  learnings: string[];
}

interface PerformanceMetrics {
  views: number;
  engagementRate: number;
  shareRate: number;
  completionRate: number;
  clickThroughRate?: number;
}

// Learning from performance
const OPTIMIZATION_SIGNALS = {
  highViews_lowEngagement: "Hook works, content doesn't deliver",
  lowViews_highEngagement: "Content good, distribution or hook issue",
  highCompletion: "Strong throughout - replicate structure",
  dropoffAt3s: "Hook not working - test alternatives",
  highShares: "Highly relatable or valuable - create more like this"
};
```

## Workflow Templates

### Single Video Repurposing
1. **Upload**: Source video file
2. **Transcribe**: Generate transcript
3. **Analyze**: AI identifies highlights
4. **Select**: Choose best clips
5. **Enhance**: Add hooks and captions
6. **Format**: Platform-specific exports
7. **Schedule**: Plan posting calendar

### Ongoing Repurposing Program
1. **Library Build**: Process backlog of content
2. **Weekly Process**: Repurpose new content
3. **Performance Review**: Analyze what works
4. **Optimization**: Refine based on data
5. **Evergreen Recycling**: Reshare best performers

## Best Practices

### Clip Selection
1. Prioritize standalone moments
2. Lead with highest-value insights
3. Include emotional peaks
4. Ensure audio quality
5. Check for context independence

### Platform Optimization
1. Match tone to platform culture
2. Adapt caption styles
3. Use platform-native features
4. Test different hook styles
5. Monitor completion rates

### Scaling Efficiently
1. Create processing templates
2. Batch similar content types
3. Build reusable caption styles
4. Establish consistent branding
5. Track and iterate

---


## Reference Materials

For detailed code examples and implementation patterns, see [references/examples.md](references/examples.md).