Free YouTube Transcribe

Video transcript

How to Build Custom AI Skills in Claude Cowork for Writers

The Nerdy Novelist · 2,164 words · 10 min read

Want to search this transcript, jump the video from any line, or download it as TXT, SRT, or VTT?

Open in the transcript tool

Full transcript

0:00In a previous video, Akello showed off

0:02what skills can do in Claude Cowork.

0:05This time you're going to actually build

0:06one and walk away with a tool that you

0:08can use today. So, the last video was

0:11the why and this video is the how. The

0:13skill that we're going to be building

0:14today is a simple blurb writing skill.

0:18This is the back description that you'll

0:20see on the back of many books. Uh it's

0:21also called the book description. And

0:23these are very important things that you

0:26need for your book and a lot of people

0:28don't like writing them because it's a

0:29different type of writing skill. But

0:31after this video, you won't have to

0:32worry about that. You will create a

0:34skill that will actually do that whole

0:36process for you and you'll learn how to

0:38create skills in the meantime so that

0:41you can use the skills feature as a way

0:44to create any other group of skills that

0:47you can use in your Cowork process

0:50because once you know how to build one

0:52skill, you can build many more. So, I'm

0:55now going to uh pass it back on to

0:57Akello Herod who is helping me out with

1:00these videos and he'll give you a full

1:03rundown on how to build skills for

1:05yourself. Take it away, Akello. Hello,

1:08my name is Akello Herod and boy am I

1:09happy to be a nerdy novelist. So, last

1:12week we gave you the skinny on what

1:16skills are. Now, this week we're going

1:18to give you a nice breakdown and then at

1:20the very end, I'm going to show you

1:23something really cool on how you can

1:25actually make this just all happen. So,

1:29let's go through the anatomy of a skill.

1:31Okay. So, one, the first thing you want

1:35to do is you want to solve a problem.

1:37And in solving that problem, you

1:41you need to think of it more like like

1:43this isn't like a skill.

1:45At least in this case, when you're using

1:48Cowork over and over again, you're

1:49trying to solve this problem. Claude,

1:54I'm doing this thing. I want you to do

1:56this thing. You do it over and over and

1:58over again and it's something like, you

2:01know, your voice. You want it to kind of

2:03sound like you or genres or you want to

2:06your blurb structure or

2:09um the I don't care. Pick one, okay?

2:12Whatever that thing is that you're

2:13saying over and over and over again,

2:16that's your skill and that's what we're

2:17going to do. So, the first thing is you

2:19need to create a text file. I like to

2:21use Obsidian. Obsidian is a easy way to

2:26read markdown files. What are markdown

2:28files? I've already told you this, but

2:30markdown files are these wonderful

2:33little files that both humans and

2:36computers can both read. It's real easy

2:38for both of us to read it. So, we've

2:40created the file and I decided I wanted

2:43to call it the blurb maker skill because

2:45we're going to make a blurb that's going

2:47to go up in

2:49uh on Amazon or something for your

2:52business, okay? So, the blurb maker

2:54skill So, the way you first do it when

2:58you first do this is that you'll see

3:00here that I have these little dashes in

3:03between each one of the words. It likes

3:06to have dashes. So, you're going to do

3:08something like voice-skill.md

3:11or cozy-memory

3:13uh mystery-conventions.md

3:17or blurb-maker-skill.md,

3:22okay? The name is the command that you

3:25want to call it or invoke, okay?

3:28>> [clears throat]

3:29>> What do I mean by invoke? It means like

3:32very much like a spell. You're invoking

3:34a spell. You're saying something out

3:36loud. Well, in order to invoke, meaning

3:39call up some type of thing, you need to

3:42invoke it by typing in whatever the

3:45thing is. And it's good to have it be

3:49the thing that you actually want to go

3:50into. The blurb maker actually says me

3:54say blurb maker and then it'll go, "Hey,

3:56I'm going to use the blurb maker skill."

3:58because it's got a trigger kind of like

4:00Alexa or something like that.

4:03Okay. Second part. You're going to look

4:06at the front matter. Now, I decided this

4:09front matter is going to be this takes a

4:11dossier. So, the idea of front matter at

4:14is at the top of the file. It's a small

4:16little block of metadata that tells

4:18Claude what this skill is and when to

4:22use it, okay? That's actually extremely

4:25important because if it doesn't know

4:27when to use it, then it won't invoke it

4:29at the right time. This takes dossier

4:32and creates five blurbs of differing

4:34demographical emphasis to test different

4:38markets. And then I'm going to put here

4:42to test different markets.

4:45This is a post-final draft project.

4:50Now, that may not necessarily be exactly

4:53what you need to say in there, but it is

4:55something that is very specific to it.

4:57So, let's go down. We're going to We've

5:00already done that part. We need to have

5:03the body of this thing. And when you're

5:05writing the body, it's kind of where the

5:07real work happens, okay? The body is

5:11your actual instructions. Three things

5:14belong here, okay? Who Claude is when

5:19this skill is being loaded. It is

5:22extremely important that it understands

5:24its role. It understands its job. It

5:27understands how it should be used. What

5:30is its persona? The second thing it

5:34needs to know are the rules. What are

5:36the specific, you know, I don't care

5:38what it is. It's like a What are the

5:40specific patterns of the blurb that you

5:42want? How do you want this blurb to be?

5:45What examples can you give me? Can I

5:49give it to

5:50be more specific with the

5:53which I'm going to get to in a second,

5:55but what kind of actual uh conventions

5:59are we going to use inside of this

6:02particular skill in order to actually

6:06get it to do what we want it to do,

6:08okay?

6:10It's It It just seem It seems like it's

6:12obvious and it seems like I'm being Mr.

6:14Rogers here, but what I'm really trying

6:17to do is for you to understand that

6:18these are very basic things that can be

6:21expanded into incredibly, incredibly

6:25complicated things. I'll show you I'll

6:28also show you that in a second. Quick

6:30pause. If you're an aspiring author who

6:32wants to write multiple legit books

6:34using AI without sounding like a robot,

6:36I run a private group called Story

6:38Hacker AI. Now, it's currently closed,

6:40but if you join the wait list using the

6:42link below, I'll immediately send you my

6:44full prompt pack for free. These are the

6:47exact long-form prompts that I use to

6:49outline, draft, and edit books. Many of

6:51them are hundreds and even a a thousand

6:53words long. So, not those one-line junk

6:56prompts that you see from tech bros on

6:58YouTube. To get them, follow the link in

7:00the description, drop your email, and

7:01I'll send the prompt pack straight to

7:03your inbox. You'll also be the first to

7:05know when the group reopens. And now

7:07back to the video. Okay. Here is the

7:11biggest part. When I'm writing this

7:13thing, I want to be incredibly specific,

7:18okay? What is the

7:20genre that I'm writing for?

7:23If I want to hone in on that specific

7:25thing, how should the blurb be built?

7:28What How is the length of the blurb? Is

7:30it third person, first person, second

7:33What is it? What is the actual structure

7:37of this thing? Be incredibly specific.

7:40If you're concrete with nouns and and

7:43you have everything specifically

7:47honed in to whatever it is you're trying

7:49to do. I don't care what it is. The more

7:52specific the instructions, the more the

7:55output sounds like you are the author

7:59who looked at this and said, "This is

8:01what a blurb is." In next week's

8:03adventure, what we're really going to

8:05do,

8:06we are going to build a skill. This

8:10skill is going to show people your

8:13voice. It's pretty exciting. I'm very

8:16excited for you. But before we do that,

8:19I want you to understand that we're not

8:20quite done yet. We are at the saving it

8:23part. You save this whole thing and then

8:27you put it into a specific folder and

8:29that specific folder is where the skills

8:31are, but you say to yourself, "Oh my

8:34goodness, I'm going to have to learn how

8:35to do all of this." No, you're not

8:38because guess what?

8:41You have the opportunity to use Claude

8:46Cowork to help you build the skill and

8:48I'll show you that in a second. After

8:50you're done with all of this stuff, you

8:52are going to iterate. After you've made

8:55the first version of this thing, you're

8:57going to want to come back to it over

8:59and over again and hone it and make it

9:01better and make the processes better and

9:03you have a starting point, but you may

9:06never have an ending point because

9:08you're making it better and better and

9:10better. All right. So, that's pretty

9:12much the last of the things that I have

9:15to tell you about except for one huge

9:19thing. Ladies and gentlemen, you Oh,

9:22yeah. That's right. You can have Claude

9:25Cowork build the skill for you. This is

9:28what I did. I said, "Hey, I want to

9:30build a skill that helps me write three

9:32different versions of a blurb, a book

9:34blurb.

9:35I want to be able to give you a dossier,

9:39then I want you to invoke the skill. Use

9:42the skill over and over and over again

9:44to create three different blurbs for me

9:47to approve before I send it to Amazon.

9:52If you need to, I want you to go online

9:55right now, figure out everything you

9:58need for this skill to be the most

9:59excellent and the easiest to deploy. I

10:02want you to use your skill maker skill.

10:07That's right, ladies and gentlemen. It

10:09has a skill for making skills. So,

10:13that's what I want you to do is I want

10:15you to be able to have all of these

10:17ideas in your head. This is why I wanted

10:19you to write all these things down and

10:20why we've gone through all this stuff so

10:22that you understand the fundamental why.

10:25The why you want to do something and

10:28then the how you can really make it

10:31better. That way, when you're deciding

10:34on the skill, you can give it as much

10:37information and the specifically

10:40good information that it needs in order

10:42to make the best skill possible. And it

10:44did a whole bunch of work and oh my

10:46goodness. I mean, I I asked it to do

10:48that and then it it did some research

10:51and it wrote the skill and all six

10:54agents are done and now grading all

10:58outputs against their assertions. Good.

11:02Now aggregate the benchmark and launch

11:05the eval review. Good. Okay. Now and it

11:09did all of this. It actually created a

11:11skill that creates multiple agents that

11:14go out and they make multiple Oh, wow.

11:17And that is pretty That's pretty cool.

11:20Let's see here. Read the evals and here

11:22we go.

11:23And this, ladies and gentlemen, is a

11:28eval review. Okay. Looks like a book

11:31writer review. Review each output and

11:35leave feedback below. So, it actually

11:38made a little skill that looks at all of

11:41these and uses these to make Wow. That's

11:45pretty intense. That really went way

11:48further. So, prompt and then with skill.

11:52Wow.

11:53>> [laughter]

11:56>> It went above and beyond. My goodness.

11:59Ladies and gentlemen,

12:01this is the last thing I have to say to

12:02you about skills.

12:04They are a building block, a LEGO block.

12:07They can do anything. Co-work is the

12:11scaffolding for which you can create

12:13things,

12:15workflows and stuff inside of your

12:16business. What really goes over the top

12:19is your ability to stack these things

12:22together. So, what I want you to do is

12:24use that imagination of yours and start

12:26thinking about the different skills that

12:29you can stack together to make something

12:31bigger. You can make them You can stack

12:33a bunch of them together and they become

12:35a workflow. That workflow stacked

12:37together and wrapped together becomes a

12:39plugin. You can take that plugin and

12:41then you can make that bigger with

12:44automations and take these automated

12:46things that happen over and over again,

12:49sometimes in the middle of the night,

12:51and it can create files for you, look at

12:54your email, check your calendars. It can

12:56do all kinds of stuff just for you. I

13:00mean, it can almost run your life if you

13:05set up all of the right skills. Next

13:08week, we're going to build a skill that

13:11sounds like you.

More from The Nerdy Novelist

Recently added transcripts

Browse the whole transcript library

This transcript was generated from the captions YouTube publishes for this video. Get the transcript of any YouTube video atfreeyoutubetranscribe.com, free, unlimited, no sign-up.