YouTube Channel Review: What to Double Down On
Reads your YouTube Studio data in context (same-age, CTR with impressions, Shorts apart) and says what to double down on, stop, and test.
Before & after
Same prompt, same agent — the only difference is the skill.
To grow your YouTube channel, you should focus on consistency and quality. Look at your analytics to see which videos perform best, and try to make more content like that. Engagement metrics like watch time and click-through rate are important. You might also want to optimize your thumbnails and titles. Consider your audience demographics and what topics they engage with most. It would help to look at your specific numbers if you have them available.
CHANNEL PERFORMANCE ANALYSIS WHAT'S WORKING -> Deep-dive tutorials averaging 8.3 min watch time (best performer) • 42% of views from this content type, but only 18% of uploads • CTR on these: 6.2% (industry avg: 3.1%) • Subscriber gain rate 4.2x higher than other formats -> Uploads on Tuesday-Thursday get 34% more impressions • Weekend uploads decay 60% faster in suggested feeds • Optimal publish window: 2-4 PM ET WHAT'S UNDERPERFORMING -> Trend-chasing shorts (3.1% CTR, 1.2 min watch time) • These hurt channel authority; YouTube deprioritizes channels with inconsistent watch time • Drop this format entirely unless core audience explicitly requests -> Playlist organization: 68% of viewers skip playlists • Direct video links convert 3x better; stop auto-playing series RECOMMENDED FOCUS (priority order) 1. Produce 2 deep-dives per month instead of 1; analyze what makes top 3 videos different 2. Nail consistency: Tuesdays at 3 PM ET, non-negotiable 3. Test thumbnails A/B: test 2 versions per video for next 30 days, track CTR impact 4. Stop all shorts; reallocate that effort to extended back-catalog optimization EXPECTED IMPACT: 28-35% subscriber growth within 8 weeks if executed.
About this skill
Your views are down, your CTR fell, and you can't tell whether it's the thumbnails, the topics, or one lucky video from last year fading out. This skill reads your YouTube Studio numbers the way a channel strategist does. It compares videos at the same age, reads CTR alongside impressions, and only calls something a pattern when it repeats.
What it does
- Breaks a views drop into the factor that actually moved: fewer uploads, less reach per upload, weaker packaging, or a decaying back-catalog hit
- Judges long-form, Shorts, and live separately, and refuses comparisons across the Shorts view-counting change
- Reads CTR only next to impressions and traffic source, so expanding reach isn't mistaken for a thumbnail problem
- Tags videos by topic, structure, length, and packaging, then compares medians at a fixed early window (first 7 or 28 days)
- Compares retention only within length bands and flags intros that lose viewers in the first 30 seconds
- Turns findings into DOUBLE DOWN / STOP / TEST calls, each with evidence, and TESTs with a pass threshold
What you get
A one-line verdict, a drop decomposition when views fell, a DOUBLE DOWN / STOP / TEST list where each item cites at least 3 videos and their numbers, and the next 3 upload directions. You also get a list of the data gaps that could change any of those calls.
Best for
YouTube creators and channel managers with at least 10-15 recent uploads who need to decide what to make next from Studio data, or who need to find out why views dropped.
SKILL.md preview
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name: youtube-channel-review
description: Reviews a YouTube channel's recent uploads from YouTube Studio data and turns them into DOUBLE DOWN / STOP / TEST decisions. It judges long-form, Shorts, and live separately, compares videos at the same age, reads CTR together with impressions and traffic source, and decomposes view drops into cadence, reach, packaging, and back-catalog causes. Use when the user says "review my channel", "what should I make more of?", "why did my views drop?", "look at my last 20 videos", "my CTR went down, is that bad?", "which topics work on my channel?", "my views keep tanking and I don't know why", or pastes a YouTube Studio export.
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