TubeLab - YouTube Strategy

i found a github repo that turns claude into a full youtube agency niche scouts, validators, trend analysts, script analysts, packaging, monetization the 6 core roles run as their own agents and one prompt runs all of them, from a blank page to your first video and a monetization plan 15 skills, open source 1. niche scout (3 skills) niche finder, niche bending, weekly niche watchlist 2. validator (1) scores up to 3 niches on market size, saturation and profit, then says go or no-go 3. trend analyst (1) what's winning right now, hooks word for word 4. script analyst (1) top videos broken down beat by beat 5. packaging team (2) title formulas, thumbnail concepts 6. monetization team (2) what to sell, who sponsors channels like yours, which channels a brand should sponsor 7. channel strategist (2) channel analysis, competitor research 8. audience researcher (1) comment mining 9. ideas (1) ranked video ideas for your channel what i like about this approach is the framing instead of one big prompt trying to "grow your channel", you structure it like an agency. every role has one job and hands off to the next and it ranks by outlier, not views. a 50k video on a channel that usually gets 5k tells you more than 2M views on a giant every number links back to a real video. nothing made up im curious how far a brand new faceless channel gets running only on this (do your own research) github.com/TubeLabHQ/youtube… will share what i find in public the creators who win the next 5 years are the ones tinkering with stuff like this right now

You can also find them inside tubelab.net Don't miss them!

this is how you turn your youtube channel into a real business if you depend on adsense money, you're not gonna make it... here's what you should be doing: 1) get away from the algorithm trap by capturing your audience. get them into a private community or acquire their email via a newsletter, now YOU control the channel, not the algorithm 2) convert your viewers to clients your videos are valuable to them, what could be even more valuable? figure out products, courses, or affiliate partnerships that make you more valuable, in return they'll pay you money and become YOUR clients this only works IF you're in a top tier niche, for that the audience must: • be from high income regions • have high buyer intent don't have a niche that has these? use TubeLab MCP and tell claude to find you niches from high value audiences with high buyer intent that have a monetization gap.

All you need is a viral idea from a small channel. Stop overcomplicating ideation.

while everyone builds opus 5.5 pipelines, Steve hosts his own food channel. no ai slop he picked one title and stuck with it: The Deadliest [X] Ever Sold almost 3M views with just 3 videos in less than 2 weeks

how this packaging was actually made: youtube is pattern recognition. research enough videos and you start seeing what works everywhere. i saw this composition from Pexto ~2 years ago and remembered it. when we had a video where it fit, we used it. so don’t copy. study what works and save it. eventually you’ll have the right video for it. that’s how you become the outlier.

happened again. don’t copy outliers. get copied. xitter.gq/JacobRBryant1/status/2…

6) Exposes Thumbnails Drama meets discovery. Promises inside info or truth revealed Creates urgency with visual tension Perfect for commentary and storytelling

5) Tier List Thumbnails Ranking triggers debate and status. Instantly recognizable layout Feels organized, easy to follow Makes viewers curious about what's coming next = high retention

4) Before and After Thumbnails The most universal story structure ever. Promises success = triggers dopamine & logically worth clicking. Easy to understand instantly Great for transformation or growth topics

3) Comparison Thumbnails Separate visuals, simple narrative and promise. Instant curiosity trigger. Visual storytelling at it's finest.

2) The Downfall Thumbnails People can’t resist a fall from greatness. Drama and decline drive curiosity Works with bold colors and contrast Feels like you’re about to learn a secret = Max curiosity.