Media Retrieval
- 119 installs
- 38 repo stars
- Updated January 5, 2026
- qodex-ai/ai-agent-skills
Implement pipelines that fetch, index, and serve images, audio, or video so agents and apps can search, rank, and return relevant media assets on demand.
About
Covers designing media retrieval layers for AI applications: ingest pipelines, vector or hybrid search, thumbnail generation, and agent-callable fetch tools. Enables content platforms and agents to locate, rank, and return the right media efficiently and safely.
- Multimodal asset indexing
- Storage and CDN integration
- Semantic and metadata search
- Agent tool endpoints for media
- Caching and access control
Media Retrieval by the numbers
- 119 all-time installs (skills.sh)
- Ranked #3,867 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
- Data as of Aug 4, 2026 (Skillselion catalog sync)
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| Installs | 119 |
|---|---|
| repo stars | ★ 38 |
| Last updated | January 5, 2026 |
| Repository | qodex-ai/ai-agent-skills ↗ |
What it does
Implement pipelines that fetch, index, and serve images, audio, or video so agents and apps can search, rank, and return relevant media assets on demand.
Files
Video Downloader
This skill downloads videos from YouTube and other platforms directly to your computer.
When to Use This Skill
- Downloading YouTube videos for offline viewing
- Saving educational content for reference
- Archiving important videos
- Getting video files for editing or repurposing
- Downloading your own content from platforms
- Saving conference talks or webinars
What This Skill Does
1. Downloads Videos: Fetches videos from YouTube and other platforms 2. Quality Selection: Lets you choose resolution (480p, 720p, 1080p, 4K) 3. Format Options: Downloads in various formats (MP4, WebM, audio-only) 4. Batch Downloads: Can download multiple videos or playlists 5. Metadata Preservation: Saves title, description, and thumbnail
How to Use
Basic Download
Download this YouTube video: https://youtube.com/watch?v=...Download this video in 1080p qualityAudio Only
Download the audio from this YouTube video as MP3Playlist Download
Download all videos from this YouTube playlist: [URL]Batch Download
Download these 5 YouTube videos:
1. [URL]
2. [URL]
...Example
User: "Download this YouTube video: https://youtube.com/watch?v=abc123"
Output:
Downloading from YouTube...
Video: "How to Build Products Users Love"
Channel: Lenny's Podcast
Duration: 45:32
Quality: 1080p
Progress: ████████████████████ 100%
✓ Downloaded: how-to-build-products-users-love.mp4
✓ Saved thumbnail: how-to-build-products-users-love.jpg
✓ Size: 342 MB
Saved to: ~/Downloads/Inspired by: Lenny's workflow from his newsletter
Important Notes
⚠️ Copyright & Fair Use
- Only download videos you have permission to download
- Respect copyright laws and platform terms of service
- Use for personal, educational, or fair use purposes
- Don't redistribute copyrighted content
Tips
- Specify quality if you need lower file size (720p vs 1080p)
- Use audio-only for podcasts or music to save space
- Download to a dedicated folder to stay organized
- Check file size before downloading on slow connections
Common Use Cases
- Education: Save tutorials and courses for offline learning
- Research: Archive videos for reference
- Content Creation: Download your own content from platforms
- Backup: Save important videos before they're removed
- Offline Viewing: Watch videos without internet access
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