AgentSkillsCN

youtube-outliers

在您的细分领域中查找热门的YouTube视频，以获取竞争情报。当用户希望寻找YouTube上的异常热门内容、监控竞争对手，或追踪病毒式传播的视频时，可使用此功能。

SKILL.md
--- frontmatter
name: youtube-outliers
description: Find viral YouTube videos in your niche for competitive intelligence. Use when user asks to find YouTube outliers, monitor competitors, or track viral videos.
allowed-tools: Bash, Read, Write, Edit, Glob, Grep

YouTube Outlier Detection

Goal

Find high-performing videos in your niche for competitive intelligence and content inspiration.

Scripts

  • •./scripts/scrape_youtube_outliers.py - Scrape and score outliers
  • •./scripts/update_transcripts.py - Fetch transcripts for existing outliers

Usage

bash
# Default run
python3 ./scripts/scrape_youtube_outliers.py

# Custom parameters
python3 ./scripts/scrape_youtube_outliers.py \
  --keywords "AI automation,AI agents" \
  --days 30 \
  --min_score 1.5 \
  --limit 50

How It Works

  1. •Searches YouTube for keywords
  2. •Calculates outlier score (views / channel average)
  3. •Applies recency boost
  4. •Fetches transcripts
  5. •Generates Claude summaries
  6. •Saves to Google Sheet

Output

Google Sheet with:

  • •Outlier Score, Views, Duration
  • •Title, Video Link, Channel
  • •Thumbnail, Summary, Transcript
  • •Publish Date

vs Cross-Niche Outliers

  • •youtube_outliers: Your core niche (daily monitoring)
  • •cross-niche-outliers: Adjacent niches (weekly inspiration)

Environment

code
APIFY_API_TOKEN=your_token
ANTHROPIC_API_KEY=your_key