---

name: youtube-extractor description: Extract transcripts, titles, and thumbnails from YouTube videos. Use for ingesting video content, capturing captions with timestamps, or downloading video metadata.

YouTube Extractor

Overview

Use this skill to extract transcripts (with timestamps), titles, descriptions, and thumbnails from YouTube videos. Outputs are saved under a local project directory (default: ./.youtube-artifacts/<video-id>).

Quick Start

1. Create a local venv and install deps:

   uv venv
   uv add --dev yt-dlp typer
   

2. Extract all metadata and transcript:

   uv run python scripts/youtube_tools.py extract "https://youtube.com/watch?v=VIDEO_ID"
   

3. Get just the transcript:

   uv run python scripts/youtube_tools.py transcript "https://youtube.com/watch?v=VIDEO_ID"
   

Tasks

Extract all (default)

• Command: uv run python scripts/youtube_tools.py extract <url>
• Output: ./.youtube-artifacts/<video-id>/
  • metadata.json: title, description, channel, duration, upload date
  • transcript.json: captions with timestamps
  • transcript.txt: plain text transcript
  • thumbnail.jpg: highest resolution thumbnail
• Behavior: Downloads all available metadata and transcript.

Flags

• --out-dir <dir>: output directory
• --no-thumbnail: skip thumbnail download
• --no-transcript: skip transcript extraction
• --lang <code>: preferred transcript language (default: en)
• --overwrite / --no-overwrite: overwrite existing outputs

Transcript only

• Command: uv run python scripts/youtube_tools.py transcript <url>
• Output: transcript.json and transcript.txt
• Behavior: Extracts only captions/subtitles.

Flags

• --out-dir <dir>: output directory
• --lang <code>: preferred language
• --format <json|txt|both>: output format (default: both)

Metadata only

• Command: uv run python scripts/youtube_tools.py metadata <url>
• Output: metadata.json
• Behavior: Extracts title, description, channel info, duration.

Thumbnail only

• Command: uv run python scripts/youtube_tools.py thumbnail <url>
• Output: thumbnail.jpg
• Behavior: Downloads highest resolution thumbnail available.

Flags

• --out-dir <dir>: output directory
• --quality <best|high|medium|low>: thumbnail quality (default: best)

Storyboard frames

• Command: uv run python scripts/youtube_tools.py storyboard <url>
• Output: frames/ directory with individual timestamped JPGs + storyboard_manifest.json
• Behavior: Extracts YouTube's preview thumbnails (used in video scrubber) into individual frames at ~2s intervals.

Flags

• --out-dir <dir>: output directory
• --with-transcript / -t: also extract transcript and align each segment to its nearest frame
• --lang <code>: transcript language (if using --with-transcript)

Higher quality frames with ffmpeg

Storyboard frames are low-res (~320x180). For full quality frames aligned to transcript timestamps:

1. Download video with yt-dlp:

   yt-dlp -f "bestvideo[ext=mp4]+bestaudio[ext=m4a]/best[ext=mp4]" -o video.mp4 <url>
   

2. Extract frames at specific timestamps from transcript.json:

   ffmpeg -ss 00:01:23 -i video.mp4 -frames:v 1 frame_83s.jpg
   

3. Or extract frames at regular intervals:

   ffmpeg -i video.mp4 -vf "fps=0.5" frames/frame_%04d.jpg  # 1 frame every 2 seconds
   

Notes

• Requires network access to YouTube.
• Some videos may not have transcripts available; auto-generated captions used as fallback.
• Storyboard command requires pillow: uv add --dev pillow

Tools

• scripts/youtube_tools.py: Typer CLI with extract, transcript, metadata, thumbnail, and storyboard commands.