Modern Creator
Jason Cooperson · YouTube

How I Fully Automated My Video Editing (Claude Code)

A 22-minute live tutorial where Jason Cooperson builds and demos a Claude Code pipeline that cuts, graphics, captions, and exports a video, using the intro you just watched as the live proof.

Posted
today
Duration
Format
Tutorial
educational
Views
1.3K
151 likes
Big Idea

The argument in one line.

Claude Code can fully automate video editing if you wrap it in the right scaffolding: a WhisperX rough cutter, a HyperFrames graphics engine, and a partial-render system that makes the second pass loop fast enough to actually use.

Who This Is For

Read if. Skip if.

READ IF YOU ARE…
  • You make YouTube or short-form content and spend 4-5 hours per video on editing and motion graphics.
  • You want to use Claude Code for creative production work but need a real working example, not a concept pitch.
  • You know how to use Claude Code already and want to extend it into media production.
  • You are willing to spend 1-2 hours prompting Claude to refine graphics rather than doing it yourself in Premiere.
SKIP IF…
  • You need broadcast-quality color grading or multi-track audio mixing; this pipeline does not cover those.
  • You want a no-code solution; setup requires installing dependencies (WhisperX, FFmpeg, HyperFrames) from the command line.
TL;DR

The full version, fast.

Jason spent two weeks building a Claude Code project folder that turns raw footage into a fully edited video. The pipeline is seven stages: intake, rough cut via WhisperX word-level timestamps, graphics via HyperFrames, a second-pass refinement loop, auto-captions, background music, and export. The key engineering insight is a partial-render system that re-renders only the segment you changed, making the back-and-forth prompting loop fast enough to actually use. The demo edits the video own intro live, going from a 4-minute raw clip to a 47-second polished cut with motion graphics on the first try.

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Chapters

Where the time goes.

00:0000:46

01 · Hook: proof before explanation

Opens with the claim that this video itself was edited by Claude, then demos motion graphics and captions from the finished cut.

00:4605:33

02 · System overview: 7 stages and free vs. paid

Explains the project is a folder of Claude Code files. Walks through the 7-stage pipeline and the two paths: build-it-yourself vs. download the zip.

05:3306:57

03 · Setup

Opens Claude Code, creates or downloads the video-editor project folder, installs HyperFrames, WhisperX, and FFmpeg dependencies.

06:5710:19

04 · Rough cut demo

Drops the 4m10s raw intro clip into Claude, runs the rough-cut skill, waits 10-15 minutes, reviews the 47-second output. No manual adjustments needed on first try.

10:1911:42

05 · Graphics: first pass

Sends the run-graphics prompt, waits 22 minutes, previews the AI-generated graphics pass.

11:4215:43

06 · Second pass: graphic refinement

Iterates on individual graphics via natural language prompts. Partial re-render takes about 3 minutes per change. Full second pass takes 2 hours.

15:4317:16

07 · Captions

Adds animated word-pop captions for short-form; reuses existing WhisperX transcription, applies Coolvetica preset template.

17:1618:40

08 · Background music

Copies music file path, pastes into Claude, specifies -23dB after playback, Claude mixes it in.

18:4019:23

09 · Export

Exports final video to downloads folder while keeping the project folder intact for future re-edits.

19:2322:31

10 · Final thoughts and CTA

Reflects on time savings, claims this is the best Claude video editing system publicly available, pitches the Skool community.

Atomic Insights

Lines worth screenshotting.

  • WhisperX word-level timestamps are what makes AI cuts precise enough to use in production; without them, Claude guesses and cuts wrong.
  • Re-rendering only the changed segment (not the full video) is the single engineering decision that makes an AI editing loop usable instead of painful.
  • A 4-minute-10-second raw clip became a 47-second finished cut on the first Claude prompt, with no manual adjustments.
  • The second pass is where AI video editing goes from slop to good: generic first drafts need human direction on graphics, one segment at a time.
  • The rough-cut skill always keeps the last/best take, so the AI is not arbitrarily choosing which performance survives.
  • Auto-captions reuse the existing WhisperX transcription, so there is no re-transcription cost; the system just animates the words in sync.
  • Background music mixing is as simple as a file path plus a dB level; the system handles the rest.
  • The partial-render trick reduces a full-video re-render to a segment re-render, cutting iteration time roughly 10x.
  • Three format presets (short-form explainer, TikTok raw, long-form) cover most solo-creator output without per-video setup.
  • Coolvetica font animating word-by-word over a black text box is the specific caption template that makes the output look polished.
  • Claude works with any model, including future ones, because the logic is in the project scaffolding, not hardcoded to a specific model version.
  • The full graphics pass on a sub-60-second clip took 22 minutes on first run; the second pass per graphic averaged about 3 minutes.
  • A Premiere MCP integration means the final cut can land in a real NLE timeline if you need it there.
  • Building this pipeline yourself is possible using only public resources but will take significantly longer than downloading the pre-built zip.
Takeaway

The second pass is where AI editing earns its keep.

WHAT TO LEARN

The rough cut is fast and surprisingly good, but the gap between AI slop and a polished video is closed entirely in the second pass, where human direction drives iterative graphic refinements one segment at a time.

  • Word-level timestamps from WhisperX are not optional: they are the technical foundation that makes AI cuts land on the right frame instead of half a syllable early or late.
  • Partial rendering, re-processing only the changed segment, is the infrastructure decision that determines whether an AI editing loop is usable or not; without it, every tweak costs a full render cycle.
  • The rough-cut skill always-keep-last-best-take rule matters because the AI cannot evaluate performance quality; that heuristic is the guard against silently dropping a good take.
  • A first-pass graphics run produces a working draft in under 30 minutes; the 2-hour second pass is where the actual creative judgment happens, which cannot be delegated away.
  • Having three fixed format presets eliminates per-video layout decisions and forces the AI to make graphics choices within a known visual system.
  • Reusing the transcription for captions means zero additional cost or latency for the caption step; the transcript is already a byproduct of the rough cut.
  • Building this pipeline took two weeks of full-time work; the value in the paid version is not the files but the debugging and iteration that already happened before you touch it.
Glossary

Terms worth knowing.

WhisperX
An open-source speech recognition tool built on OpenAI Whisper that outputs word-level timestamps, enabling precise frame-accurate cuts.
HyperFrames
An open-source Python toolkit for programmatically compositing text, graphics, and video layers onto a video clip. Used here as the motion-graphics engine.
Partial render
A rendering strategy where only the video segment that changed is re-processed, rather than re-rendering the entire output file. Dramatically speeds up the iterative editing loop.
Rough cut
The first editing pass that removes silences, filler words, and bad takes from raw footage, producing a tighter assembly without any graphics or polish.
Second pass
In this pipeline, the human-directed round of graphic refinements after the AI generates a first-draft graphics layout: moving elements, changing colors, adding assets.
Coolvetica
A free display typeface that approximates the look of Helvetica Neue. Used here as the caption font in the animated word-pop template.
Premiere MCP
A Model Context Protocol integration that lets Claude push an edited video project directly into Adobe Premiere Pro as an editable timeline.
Auto-poster
A separate Claude Code skill that automatically uploads a finished video to multiple platforms (Instagram, TikTok, YouTube Shorts) after export.
Resources

Things they pointed at.

03:31toolWhisperX
20:41channelNate Hurk
20:41channelNick Sirev
Quotables

Lines you could clip.

00:22
I built the most cracked, dialed-in Claude video editing system on all of YouTube
Bold claim that invites skepticism, watch-through baitTikTok hook↗ Tweet quote
04:02
This is the difference between AI slop versus like an actually good edited video
Names the real failure mode of AI editing and positions the second pass as the fixIG reel cold open↗ Tweet quote
21:42
I spent basically two full weeks working non-stop. It nearly killed me.
Builder-pain moment that makes the payoff feel earnednewsletter pull-quote↗ Tweet quote
19:59
As models continue to improve, if we ever get Fable back even, then this system just automatically makes it that much better
Forward-looking model-agnostic claim with Fable nostalgia hookIG reel cold open↗ Tweet quote
The Script

Word for word.

Read-along

Don't just watch it. Burn it in.

See every word as it's spoken — crank it to 2× and still catch all of it. The same dual-channel trick behind Amazon's Kindle + Audible.

story
00:00This video that's you're watching right now was edited by Claude entirely [music] from end to end. I built the most cracked, dialed-in Claude video editing system on all of YouTube, and all I have to do is drop in raw footage, and Claude does the rest. It makes all the cuts, it trims out all the dead space, and it even adds really dope motion graphics like this one right over here.
00:21It can also add dynamic visuals like this one right over here, and it does subtitles, too, like these at the bottom of [music] the screen right here. Now, look, even if you've never coded or you've never edited a video in your life, don't worry, I'm going to make this super duper simple.
00:38Just follow along with this tutorial, and by the end, you will have Claude editing your videos while you sleep. So, guys, let's not waste any time, and let's get straight into the video. All right, guys.
00:49So, before we get into the actual tutorial of the video, I am going to explain what this project is and how it all works. So, basically, what this project is is it's simply just a folder of files on your computer.
01:02Here it is right here. It's a video editor folder. Uh just like any other, you know, normal Claude code project.
01:09And as you can see inside here, we have all the skills, we have all the code, we have all the markdown instructions, we have a bunch of different workflows, presets, packaging, and everything like that. So, that's what this project is. It's just a big folder of files that has all the tools and the instructions for Claude to do what it needs to do and actually edit the videos.
01:30So, there's two different ways that you can follow along with this video. First, I'm going to cover the free way, and then we'll cover the paid way.
01:38So, if you want to build this for free, you should be able to just follow along with this entire video and just build it yourself. It might just take a little bit longer, and it might not come out exactly in the polished way that I built because I spent weeks, you know, building this, perfecting all the code, and shipping it out for uh you guys.
01:55So, what you can do if you want to build it for free is you can start off just by taking a screenshot of like You should be able to just take a screenshot of this and give it to Claude and that'll kind of build out the entire scaffolding. You can kind of follow along with the video and build as you go.
02:09I'll explain how to build every step. But, if you're someone who values your time and you just want to get straight to it and have a a system that I custom built that you just want to plug and play, get this Claude video editor working right away, then you can hit the first link down in the description or the pinned comment to go to my school community, click on the classroom tab and there's this Claude video editor.
02:29You click here and then there's this lesson says download the folder. It's right here. So, this is the secret sauce uh zip file that has all of the custom-built code, markdown, and this entire project.
02:40So, you can just download this and it'll work straight out of the box. You don't need to build anything yourself. Everything is already done for you.
02:48So, now I'm going to quickly explain the seven stages and how this entire system works. So, basically, the first step is intake. So, you record a raw clip, you drop it into the folder, or just tell Claude like, "Hey, here's the raw footage." And then it's going to start on the rough cut.
03:04For the rough cut, we're using Whisper X to transcribe the entire raw footage. And from the transcription, it basically cuts out all the silences, cuts out all the bad takes, all the filler. It polishes up the audio even.
03:18And it basically, you know, based on the transcript, it decides where to cut and makes the script of the video. Next step is graphics. So, you just say, "Hey, do the graphics." And it's going to plan a graphic for each segment of the video and then create the graphics.
03:33The core engine that we're using for graphics is HyperFrames. And if you want the HyperFrames repo, that is also free on the internet. That'll also be linked down in the description.
03:43And so, once it does a first pass over the graphics, the next step is to kind of refine it from there. So, from there you can kind of go one by one through each of the graphics and say, "Hey, move this to the left, change this to a flowchart graphic, or ooh, let's add this certain logo or PNG inside here." You kind of manually kind of prompt it uh to get the graphics really dialed in.
04:03This step really makes the whole difference between AI slop versus like an actually good edited video, and it's going to require some prompting on your end. Next, we do the captions. So, if it's a short-form video, then you want captions.
04:16If it's a long-form video, this step doesn't really apply. Pretty self-explanatory there. Next, you can add background music.
04:22Another super easy step. It literally just throws in background music. You can point it to a file like, "Hey, I want this song as background music." And then it just puts it over.
04:31And then the last step is to export it. So, basically it just makes a copy of the final, you know, edited video in your downloads folder.
04:38Now, here's a bunch of the custom stuff that I built in on top of the HyperFrames engine. We have three different format presets. So, we have a preset for short-form explainer videos where it's like the graphics are on the top half, the your face is on the bottom half, and then we have the captions in the middle.
04:54And then we have a TikTok raw style. So, it's like text hook, and then it's basically just a raw cut with some captions. And then we also have a long-form preset, which is basically like the intro that you just watched on this video.
05:05And again, a bunch of different skills engine and presets that I custom built into this. Took me a long, long time to get it all dialed in. In a nutshell, that's pretty much how this whole project works and what it is.
05:16If you want to build it for free, you can. But, if you just want to get straight to it and get an entire custom-built project that works right out of the box, you can join my school community down at the first link in the description. So, with that entire overview out of the way, we can now get into the tutorial.
05:31Let's start building this thing. All right, so here we are in Claude, and let's get to building. So, if you're a member of my school community, then you're just going to go here, download the folder, click this, click download.
05:41It's going to give you the zip file. You can open it up, and then double-click to unzip, and it's already ready to go right here.
05:48You can just move it to wherever you want. I have a projects folder. But, if you're doing this for free, then what you want to do is just right click, create a new folder, and then you're going to name it video-editor.
06:03And then we're going to start from there. So, now we open up Claude. We're going to click down here.
06:08We're going to click open folder, and then we're going to find that project folder that we just created or downloaded. So, I'm going to click that. Click open.
06:15And if you're doing this for free, you're working with a blank folder, the first thing we need to do is install Hyperframes. Again, if you paid for this in my school community, it already has everything installed. You don't need to do anything like that.
06:27But, if you're doing this for free, you will need to copy this link and give it to Claude and say, "Hey, we need to install the Hyperframes engine." There are a couple other prerequisites that you need to have downloaded too, like Whisper X, FFmpeg, and, you know, if you downloaded the project from a school, it's all going to walk you through it like very straightforward.
06:45So, just make sure you have those dependencies and basic installations covered. Hyperframes, Whisper X, FFmpeg, anything else you might need. That's all that you need to do for the setup.
06:55It's very minimal. Should only take like 5 to 10 minutes. So, I'm going to go to my actual project here.
07:01Open it up, and we're going to start in here. So, the first thing to do is find your raw footage. So, here I have this raw clip of me doing the YouTube intro.
07:10This is the one that you were just watching. Here's the raw footage. And you can see it's a 4-minute and 10 long raw clip.
07:18Uh I made a lot of mistakes. I had a lot of silences and stuff. And I'm going to actually walk through the entire process of editing the intro that you just watched at the beginning.
07:29So, you're going to kind of see how the sausage gets made. All right. So, I'm just going to select the clip here.
07:36I'm going to press command-option-C. I just want to copy the file path. And then I'm going to paste it in here.
07:42And then I'm going to say start a new project for this raw clip and let's do the rough cut. And just for maximum like highest quality results, I'm going to put it on ultra code. Although I really don't think it's necessary.
07:59I've been playing around with it on just extra effort and that'll do the trick. But I'm just going to put it on ultra code. I'm going to send off this prompt and this is probably going to take about I'd say probably like 10 to 15 minutes.
08:12So I'm just going to pause and come back when it's done. Okay, so it looks like that just got done and finished up and as you can see it it trimmed it all the way down from 4 minutes 10 seconds to only 47 seconds. And if we click this right here, we are able to look at a preview of what it did for the cuts.
08:32So I just watched that over and it pretty much did it perfectly. In fact, I don't even need to make any more changes. I think it just got it first try.
08:41It cut out like exactly the parts that I need. And yeah, maybe I'll put a I'll I'll download this and show you guys what the rough cut looked like so that you can watch it over and decide for yourself.
08:54This video that you're watching right now was edited by Claude entirely from end to end. I built the most cracked dialed in Claude video editing system on all of YouTube and all I have to do is drop in raw footage and Claude does the rest. It makes all the cuts, it trims out all the dead space, and it even adds really dope motion graphics like this one right over here.
09:16It can also add dynamic visuals like this one right over here and it does subtitles too like these at the bottom of the screen right here. Now look, even if you've never coded or you've never edited a video in your life, don't worry I'm going to make this super duper simple.
09:31Just follow along with this tutorial and by the end you will have Claude editing your videos while you sleep. So guys, let's not waste any time and let's get straight into the video. Now, sometimes you'll need to make some adjustments.
09:42Sometimes it cuts off certain words or starts a little bit too early on some cuts. And in that case, you can just be like, "Hey, you know, for this line right here, you cut a little too close to the word. Can we, you know, slightly give it a little bit more space in front?
09:56Or oh, you you left in an extra word here. We need to cut that word out." So, you can just natural language prompt it and it'll make any adjustments that you might need. But, it's pretty good because we're using WhisperX with word-level timestamps that allows it to make those cuts like super precisely exactly where it needs to.
10:15But yeah, again, this is amazing. Great cut right off the bat, so we're ready to move on to the next step. Next step is graphics.
10:22I started a new chat just to clear the context cuz we don't really need all that previous context. And we're going to start working on the graphics. We want to make sure that the rough cut is like locked in before we move on to graphics.
10:34Cuz it's going to be hard to kind of change it afterwards. And all I have to say now is run the graphics now. Okay, it's asking me obviously it's YouTube, yeah.
10:44Submit. It's probably going to take a really long time. Probably going to take close to 30 minutes.
10:49It's 2:01 p.m. right now. I'm going to I'm going to walk away, let this run. We'll come back when it's done and we'll see what the time is.
10:56All right, so we're back and this finished 7 minutes ago. So, that took about 22 minutes. 22 minutes for the entire graphics pass and let's take a look. Okay, does the take over.
11:08And this is pretty smooth. Oh, I like that. Very cool.
11:28So, that's a pretty good first pass. I really like it. I think all we needed to do now is just move some things around and do the second pass step, which is going to be next.
11:38But for a first draft uh graphics pass, that is pretty darn good. All right. Now comes time for the second pass over the graphics.
11:46And this is where we're going to need to uh fix a couple things and just tell it uh kind of the direction that we want to go here. So, let's start off with the first one. Obviously, it's up here and I think it should probably be down here at the bottom.
12:00All right. So, for the very first graphic, I think let's actually change the color to the Claude color, like the Claude orange color. And then can we also add in that PNG of like the Claude mascot guy?
12:14I think we already have that in our assets. Um and then can we also make it a little bit smaller and we have to also move it to the bottom of the screen because right now it's covering my face. It's on the forehead.
12:26So, let's move it to the bottom, make it a little bit smaller, make the color changes, and also add in maybe like an animated bouncing and glowing Claude mascot guy. So, you simply just send off a prompt like that and again, it's going to take some time to edit. It shouldn't take too long because instead of rendering the entire video over again, I built it in a specific way.
12:47This took a lot of troubleshooting and and building on my part, but instead of rendering the entire video all over again, it should be a little bit faster because all it needs to render is just that first part cuz that's the only part we're making changes to. And that was a specific thing that I built into this project that saves you a lot of time.
13:06Uh okay, wow, that was actually pretty quick. Okay, that only took about I say like three three minutes, around there. Maybe like three and a half, but let's take a look now.
13:17Yeah. Looks good. I like that.
13:20I like that a lot. So, cool. Basically, what I'm going to do now, I'm going to go through the entire rest of the video and just kind of one-by-one edit each graphic.
13:28I'm actually, you know what? I'm sure that you could also just give it all of the changes that you want in just one long prompt and I'm sure that it could just get all of them done in one in one prompt. You could probably do it that way, too.
13:41But I'm just going to go through and fix the rest of the graphics. That was pretty fast and pretty easy, no headaches. So, yeah, let's just continue on and fix all the rest of the graphics.
13:50All right, guys. The time is now 4:30 and so I took about 2 hours of me like editing, making changes back and forth, which I would say is pretty good, especially for the quality of editing. Some of you might be like, "Oh, like [ __ ] that's so long. 2 hours?" But really, dude, if you think about it, I never would have been able to edit all of this stuff myself.
14:13I think honestly, like just this part would have taken 2 hours for me with all the animations and everything that it was doing. I I still think it's a huge huge time save. If you don't know how to edit, then like you you couldn't even do It would have taken what? 5 days to learn how to edit and then edit the video.
14:29Even for me, I do know how to edit, but I just don't know how to do any of these graphics and I I still think that it saved me a major amount of time and the result came out amazing, too. And and I didn't have to spend this long on it.
14:41I really just wanted to get it like super dialed. It was honestly, I could have just left it a lot of things and done it a lot quicker. It probably only It depends on what video you're doing, but it only take like 1 to 2 hours.
14:53I think to edit a video like this normally, for me it takes probably like 4 5 hours around there. So, I I think it's a huge huge time save, especially for those that don't know how to edit. Basically, we just went through.
15:04I'm like, "All right, change the zoom. For the takeover, we can start it a little earlier. Make this change." It gave me back a draft.
15:11Make this change. Gave me back a draft. Change, draft, change, draft.
15:15And it was pretty fast to make all the edits. So, it was a really I was a really nice editing experience for me and that was the intro of this YouTube video. So, you literally just kind of watched me literally make the the intro to this video that you just watched.
15:28And it was done entirely in Claude. I didn't touch Premiere at all just for the intro section of this video. So, that's pretty much what you got to do.
15:36Just keep making changes until you get done with a result that you like, and we're done with that. So, now we can move on to the next step. All right, guys.
15:44So, the next step in the process is adding captions. Now, this really only applies to if you have a short-form video because really long-form videos don't really require any captions. Or are captions, then that's more part of the graphic step.
15:59But, for short-form videos, typically you like do all the graphics top half, bottom half first, then we added in the captions like on top in the middle just like this. So, you can see in this example, this is like a short-form video that I edited. It has all the graphics, and we're just doing the captions in the middle just like that.
16:18The process here is really simple. So, if you're working on a short-form video, whether it's a TikTok raw style or if it's a short-form explainer like this, literally all you need to do is to say, "Okay, let's add captions now." And then it's going to add all the captions. Again, there are preset templates baked into the project that I made if you downloaded it in my paid school community.
16:39So, I have this template that is already made. But, if you're building this yourself, uh HyperFrames already has the embedded caption skill. You'll just need to build the preset yourself.
16:51And a little ball knowledge for you if you're building this yourself for free, the preset that I use uses Coolvetica as the font. It's like low-key ball knowledge.
17:02Coolvetica. Coolvetica's a great font. And basically, what I did is just I have the uh black text box uh behind the words, and then I just have the words kind of animate in.
17:18So, as you can see, they kind of just animate in like that as I speak them. And it's able to do that because we already transcribed it. We already have the transcription, so we're we don't need to re-transcribe anything.
17:28We're simply just animating in the captions. It's very similar to how we do the graphics. So, not much to say here.
17:34All you need to really say is just add captions in. So, the final final step here is to add in background music. Now, if you have Premiere Pro or any other editing software, obviously you can just drag it in and do it that way.
17:47It's probably honestly faster easier. But, I decided to bake this feature in. So, let's do it.
17:52First thing I'm going to do is go and find her and find my background music that I want to use. And that's going to be melting glass.
18:00More ball knowledge for you guys. So, I'm just going to do command option C. And that's going to copy the path.
18:08I'm going to paste the path in here. And I'm going to say add in this background music. And then I think we it by default knows where to put it, but I'm probably just going to specify.
18:20Let's do it at Let's try -18. Okay. So, I played it back a couple times and I finally settled at -23 decibels.
18:27I think for that for this background music specifically, that's perfect. I want it like barely in the background there. And I think we're finally good.
18:36So, I think this is done now. And as a final step, we're all done. So, I can just say something like this.
18:43All right. We are finally done with this edit. I think it's good to go.
18:48Let's go ahead and export it. Okay, bet. That was really quick.
18:52So, yeah, as you can see in my downloads folder, here it is. And there is also a copy in the actual project folder here as well in outputs right here. And it also kept the entire project intact so that if we do need to re-edit or change anything or reopen this project, we still can.
19:09It's not like I deleted all our progress by exporting. So, yeah, we're all good to go. And that is the entire intro done from start to finish.
19:17You just watched me edit the entire intro that was at the beginning of this video. So, guys, there you have it. That's a full video 100% edited by Claude from start to finish.
19:27If you want to watch it over again, you can go back and watch the intro of this video because that's exactly what I put in there. Truly amazing, isn't it? I mean, what a time that we live in.
19:38And, you know, another great thing about this system is that it works with any model. So, you know, as models continue to improve, if we ever get Fable back even, then this system just automatically makes it that much better because it works with any model.
19:52You could even probably use this with Codex if you wanted to. Another fun fact is that if you're in my school community, then you can take that finished video that you just edited and immediately auto post it to all platforms, Instagram, TikTok, YouTube Shorts, using the auto poster skill. And speaking of school, guys, if you want the full plug-and-play files with all the custom skills and all the workflows that I built so that you can just plug and play this entire video editor system into your own business, that'll be the first link down in the description below or in the pinned comment as well.
20:27Join my school, go here, go classroom, go video editor, and the folder is right here so that you can just download and get this running right away. Not only do you get the video editor system, but you get all my other templates, skills, automations, and content creation knowledge as well.
20:43There's even a full Claude code course if you want to get started with Claude code. I even have twice-weekly group calls in here where I come on live twice a week and speak with all the members. There's honestly not many people that join, so you can get a lot of one-on-one time and I pretty much help you out with any problems you have, whether it's building stuff in Claude, or if you just have general questions, business advice, anything at all.
21:06Again, if you want to build it for free, you totally can. One big tip that I would recommend is just take the transcript of this YouTube video, plug it into Claude, and I already gave you the screenshot and everything earlier in the video. So, that should be enough for you to build out the basic structuring and get it working and editing videos for you.
21:22I spent a lot of hours on this, basically like two full weeks of working like non-stop. It nearly killed me, but the work is done.
21:33And to be honest, in my personal opinion, I think this is the best Claude video editing system I've ever seen on the internet. And I would know because when I was making this video, I was scouring videos by Nate Hurk, Nick Sirev, Chase, like all the AI guys. I was looking to see what their editing systems were.
21:54Nate Hurk did one, but it's kind of like basic. genuinely, I think this is probably the best Claude video editing system that has been built by anyone and published by anyone that I've seen on the internet so far. If you find a better one, let me know in the comments down below. I would love to know.
22:10Trust me. So again, guys, if you want the full thing, first link down in the description or in the pinned comment down below. Hopefully, I see you inside of the school community.
22:19But anyways, guys, I hope this video was valuable for you. If you watched all the way till the end, let me know in the comments down below.
22:26I appreciate you, and I'll see you guys in the next one. Peace.
The Hook

The bait, then the rug-pull.

The video you just pressed play on was edited entirely by an AI, and that is the first thing the creator tells you. Before any setup slides or pipeline diagrams, the proof is already running.

Frameworks

Named ideas worth stealing.

02:48list

7-Stage Video Production Pipeline

  1. Intake
  2. Rough Cut
  3. Graphics
  4. Second Pass
  5. Captions
  6. Background Music
  7. Export

A linear pipeline where each stage has a dedicated Claude Code skill. The rough cut and graphics passes are the heaviest; the rest are quick.

Steal forAny solo-creator production workflow: the stage structure applies even outside Claude
04:33list

3 Format Presets

  1. Short-form explainer (graphics top, face bottom, captions middle)
  2. TikTok raw (text hook plus raw cut plus captions)
  3. Long-form (cinematic intro style)

Baked-in presets that determine the visual layout and graphics style for different distribution formats.

Steal forAny AI content production system: pre-defining format presets removes per-video layout decisions
CTA Breakdown

How they asked for the click.

VERBAL ASK
20:11product
If you want the full plug-and-play files with all the custom skills and all the workflows that I built, that will be the first link down in the description below.

Repeated twice: once at the free-vs-paid fork early in the video and again at the end. Shows the Skool classroom page, zooms into the download button. Soft pitch; does not hard-close.

MENTIONED ON CAMERA
FROM THE DESCRIPTION
PRIMARY CTAWhere the creator wants you to go next.
OTHER LINKSAlso linked in the description.
Storyboard

Visual structure at a glance.

hook: it was edited by Claude
hookhook: it was edited by Claude00:00
system overview diagram
promisesystem overview diagram00:46
pipeline walkthrough
valuepipeline walkthrough02:48
rough cut in Claude Code
valuerough cut in Claude Code06:57
graphics first pass preview
valuegraphics first pass preview10:19
second pass: edited end-to-end
valuesecond pass: edited end-to-end11:42
Skool community CTA
ctaSkool community CTA20:11
Frame Gallery

Visual moments.

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