scout
FeaturedScout a topic on YouTube. Searches YouTube Data API v3 for the most relevant videos, ranks them by views (or engagement, likes, recency, momentum, breakout), and writes a research workbook in the OWT-Social-Ads layout with Videos, Channels, and Summary sheets, plus optional Comments and Transcripts (hooks, replay hotspots) sheets. Can also append into an existing sheet. Use when the user says "scout <topic>", wants a spreadsheet of top YouTube videos on a topic, wants creator or hook research, or wants YouTube rows added to their social ads sheet.
Install
Quality Score: 89/100
Skill Content
Details
- Author
- AgriciDaniel
- Repository
- AgriciDaniel/youtube-scout
- Created
- 2 weeks ago
- Last Updated
- 2 weeks ago
- Language
- Python
- License
- MIT
Similar Skills
Semantically similar based on skill content — not just same category
topic-scout
Finds topics that already work in the channel's niche, with the numbers behind them. Use when the user asks to "키워드 찾아", "시장 키워드", "잘 되는 주제", "우리 채널 키워드", "아웃라이어 주제", "지금 뭐가 핫해", "find keywords for my channel", "scout topics", "스레드/X/인스타에서 뭐가 이슈야". Reads profile.md, calls youtube_topic_scout (channel-median times a multiplier, never raw views; US and CN markets by default) and sns_issue_scout (site search over threads.com, x.com and instagram.com plus Google Trends rising queries — mention counts, not engagement), writes market-keywords.md and a chart-first HTML page under data/[channel]/growth/keywords/, and lets the user pick phrases for the storyboard, autoproduce and grow-youtube topic pool.
scout-sources
Deterministic source-video discovery — the clip-channel "outlier" method, keyless. Searches seed niche queries via yt-dlp ytsearch, prefilters to long-form candidates, fetches full metadata, and ranks by outlier score (views/day velocity, views-per-subscriber ratio, comment engagement, replay-heatmap peakiness). Emits a ranked candidates.json to pick the next pipeline source from. No Claude call, no API key.
viral-scout
Use when the user wants to find what is already working in their niche and turn it into ideas for their own content — searching for viral short videos on YouTube/Shorts (free) or Instagram (paid via Apify), ranking finds by how far a video outran its own author's median rather than by raw views, and breaking a donor video down into hook, beats, rhythm and payoff so the technique can be reused. Triggers on "найди виралку", "поиск доноров", "что заходит в моей нише", "разбери этот ролик", "откуда брать темы", "find viral videos", "analyse this reel".