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7 New Github Repos You Need NOW (GPT-6 Astra)

Jack Roberts · 3,622 words · 17 min read

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7 Github Repos

0:00GitHub is the best place to get to the

0:02future of AI technologies. And in the

0:04last month, we've had so many incredible

0:07drops. In this video, I'm going to show

0:08you seven of the best GitHub repos that

0:11you need to use with Chat DBT Astra. It

0:13will do things like destroy AI slop,

0:15give you incredible spyware, and even

0:18help you level up all parts of your

0:19work. So, grab that coffee. Let's check

0:21it out. Beginning with what we call

Level 1: God's Eye View

0:23God's Eye View. This one is an

0:25incredible interactive system that

0:28essentially gives you almost like hero

0:30level vision over the planet. This one

0:33blew up and it's pretty exceptional. So,

0:34let's start with what it is. You can see

0:36all the details for every flight. You

0:38can see all the satellites, every single

0:40ship, and you can effectively go ahead

0:41and explore the world. This is what it

0:43looks like in action. We're going to go

0:44through this together. I'm going to show

0:45you how you actually go ahead and use

0:46this. Now, when we load this up, you've

0:48got all your intelligence on the left.

0:49Lifelights, military flights,

0:50earthquakes, LPL cameras, everything you

0:52can imagine. Probably the coolest thing

0:54you can do is chat with her. So, check

0:55this out. Hey there, take me to the

0:56Pentagon.

0:58>> Okay, let me take you there now. All

1:01set. I've flown you into the Pentagon.

1:03>> Next thing I want you to do is basically

1:05beam me into the closest flight

1:07happening overhead.

1:08>> All right, let me check where the camera

1:10is and pick the closest overhead

1:12traffic. All set.

1:13>> Awesome. Now, take me into cockpit mode.

1:15>> Cockpit mode is entered for the selected

1:17aircraft. D

1:19>> I also now I also now want to hear the

1:20radio. Can you put a local radio station

1:22on for me, please? Sure thing. Let me

1:24get a local station going for you now.

1:25I've already listeners of WBUR Boston

1:30and from Math Works.

1:31>> So, as you can see, guys, you can see

1:32these plane views. You can zoom out.

1:34There's like a million different things

1:35that you can do with this. It's super

1:36cool. I can see every flight that's

1:38going on there. And you basically can go

1:39ahead and connect this to many different

1:42API keys. It gives you loads of

1:43different views. You can do TD maps. You

1:45can do anything. I mean, even now, I can

1:46go ahead and see essentially what's

1:48going on all over the globe. It's such a

1:50cool project built with a lot of love

1:52and attention. Now, what this will

1:53enable us to do basically is to see the

1:54whole picture. So, aircraft, ships,

1:55satellites together. You can explore any

1:57place to see what's happening in real

1:59time and it's really good for visual

2:01storytelling. So, live demos and

2:03exploring places. Um, basically

2:05certified tracking or kind of like

2:06guaranteed coverage as well. And this

2:08essentially aggregates loads of

2:09independent public data into one view of

2:11the world where you can go anywhere you

2:13want to. And it's got some really cool

2:14features. Now, you can go ahead and

2:15install this by clicking on the GitHub

2:16link. It's super duper easy. Just head

2:18over to this website, give it over to

2:20Jack GBT Astra and it'll go ahead and do

2:21everything. This has gotten a lot of

2:23stars and it's blowing up pretty

2:24quickly. So, it's pretty exceptional.

Level 2: NVIDIA SkillSpector

2:26Now, this is nothing though compared to

2:28the other levels we've got. Unless you

2:29over and have a look at skill spectre.

2:32This is by Nvidia. This is a must-have

2:34one and it's just a really good safety

2:36skill, but just sits over everything.

2:38Skill spectctor itself, I'll show you

2:39right now. We open this bad boy up. Made

2:42by Nvidia, 17,000 stars as of at the

2:45moment, but it's really powerful. So

2:46what does it actually do? Well,

2:48effectively it scans your agent skills

2:50for any hidden instructions, any unsafe

2:53access, and any data leaks. So to kind

2:55of keep you protected to everything

2:56you're doing, and it'll give you a a

2:59risk, a risk factor, basically. It can

3:01catch anything that's hidden, so it can

3:02spot suspicious instructions and data

3:04flows, check the access uh that a skill

3:06actually asks for. And essentially,

3:08whenever you install anything, just use

3:10skill spectre to go ahead and physically

3:13do that for you. And to do that, all

3:14you're going to do is come over,

3:15literally come over, grab the URL like

3:17so, click on copy, and then you can say,

3:19"Hey there, I want you to go through

3:20every skill I have and run it through

3:22this skill spectre." And once you've

3:24done that, just come down and just enter

3:25in that repo. And then it will use this

3:27Nvidia skill to go ahead and check that

3:29everything is okay. And as you can see,

3:31even right now, it's using the school

3:33spectre to look at my inventory of

3:35installed skills and run that across it

3:36to make sure that we're safe and we're

Level 3: Floot

3:38not compromised. Now, the third one I

3:39want to talk about isn't actually repo,

3:40but it's something I've been having a

3:42lot of fun with that I had to include

3:44it. It's called Flute. And what's really

3:46interesting about this is when you're

3:48using Chat GBT or Claude, it essentially

3:51takes anything you're building and turns

3:52it into an app without any complexity.

3:55And I wasn't aware of this concept until

3:57recently, but I think it's a really

3:58interesting one. So, effectively what it

4:00does, and I'll pull up the website and

4:01show you this. So, you're building in

4:02cursor chat GBt Claude. Effective what

4:04you can do with one click you can take

4:06the designs that you published and

4:08created inside chat GP claude and

4:11publish them and they look after

4:12everything from the authentication and

4:14the forms and the databases saving you

4:17lots of effort. So you publish with one

4:18click. It manages all the backend the

4:20data and plugins and it can even sort

4:22out emails and notifications and it's

4:24built to be found and obviously you can

4:25integrate all your tools which is cool

4:27and what this effectively means is that

4:29all you do is build in chat DPT you

4:31build and claude you just connect flu

4:33and then effectively you can just manage

4:35all the publishing and the displays

4:37which is really cool. Key thing being we

4:38go from an idea to an app. So we build

4:40it in chat or claude and it isn't just a

4:43going live cuz chat sites does that it's

4:45mainly the database the authentication

4:48the login all that sort of thing and the

4:49back end is notoriously the bit that we

4:51don't like. So this really helps us do

4:52it and you can get started for free

4:54which is freaking cool. So let me show

4:55you an example of this to best

4:56understand it. So for example I went

4:58over to church and I built a homepage

5:00and I was like look I want to go ahead

5:01and build me an example form. Okay like

5:04let's say we built something we like

5:05like what's the company called? What

5:06things could be better? What would you

5:08love to automate? loads of different

5:09questions. What investment feels right?

5:11Maybe we've got a really cool business

5:12idea and we want to get this live, but

5:14you know, I don't want to have to sign

5:15up to different forms. I just want to

5:16get one place that's really cool. I can

5:18do all of this, right? It's got loads of

5:20interesting questions here. And once

5:21that's done, all I'm going to do and say

5:22to check is, hey, I want you to connect

5:24to Flute and I want you to publish this

5:27as an app. And then once you've done

5:28that, it will then go through the

5:29authentication process. It's why I quite

5:31like using CHP for this. We just go

5:33ahead and click on approve. Come down

5:34and click on finish connecting. And

5:36right now it's finishing the connection

5:37and it can go ahead and create that for

5:38us. Then essentially chat GBT will just

5:40work with Flute to build everything over

5:42there. As you can see now it's moved

5:44over the entire design. It's doing some

5:45authentication making sure it creates

5:47some accounts and that is the whole

5:49thing that you need to do. And then guys

5:50you can come back over to Flute. You can

5:52see all the plans and usage here. For

5:54example, on this computer I'm on one of

5:56the free accounts and you can see

5:57exactly what happens and the usage. But

5:59if I come into projects for example I

6:01can click on this one here. you can

6:02build directly. And when I open this up,

6:03you should be able to see the exact same

6:04thing that I built and claude, but now

6:06it's something that can go ahead and be

6:08used anywhere we want to. Here we go.

6:09And here's all of the questions that

6:11ready to rock and roll. And then

6:12literally, guys, this will go ahead and

6:13publish. And you have everything

6:15connected from basically all the forms,

6:16all the databases, and you can share

6:18this and start growing whatever project

6:20you're working on. Now, as you can see

6:21there, we have the full app with the

6:22form and everything connected in the

Level 4: SlopMonster

6:24background. Now, this takes us very

6:25nicely onto the next level, which is

6:27going to be the fourth repo. And this

6:29one is called the slop monster. Now, I

6:31invite you to join me in the war against

6:34AI slob. I am fighting hard. I am one

6:36man. We can do this together. Now, the

6:38whole idea of slop monster essentially

6:40is it takes any text and then turns it

6:43into something that doesn't sound like

6:45it's written by AI. And I actually built

6:47this one myself because it was probably

6:49the most frequent thing that I was

6:50asking AI to do in many of the websites

6:52that I built. And essentially I saw that

6:54there were so many different anti- like

6:57you know AI slop kind of repos out there

7:00and I thought what if I actually just

7:01got all of them and took the best bits

7:02from every one of them and then kind of

7:04fixed the thing that I think a lot of

7:05them miss. So essentially what this will

7:07do is go ahead and actually score the

7:09work that you've got. It tests it across

7:11a few different factors. It looks at a

7:13vocabulary, looks at AI constructions,

7:15punctuation cadence, rule of three

7:17rhythm, and then the bit that a lot of

7:19them miss is actually sales and

7:20marketing. So, if you're building copy

7:22for your website, for example, for

7:24example, instead of saying the area's

7:25most trusted roofing experts, roofing

7:28and only roofing since 2001, it looks at

7:30what the trade actually does, what the

7:32customers fears, what the competition

7:33won't say, and just basically runs us

7:35through in a million different

7:36directions. And it's based on work by

7:38Steve Krug, who wrote a summer book

7:40called Don't Make Me Thinkers, you

7:42shouldn't have to think about what

7:43you're reading. We've got Daniel

7:44Priestley, we've got Alex Hos's offers

7:46all in here. All you literally do to do

7:47this guys is come over, grab the link,

7:49and just tell the chat GBT, "Hey, run

7:51this text or this website through the

7:53slop monster." And the results have

7:55literally blown my mind. I'm a big fan

7:57of this. And it's just going to rewrite

7:58any vague AI copy into clear, specific

8:01writing. For example, it takes stuff

8:03like this, trusted, reliable, and built

8:05to last. Like AI loves this rule of

8:07three, and instead you get something

8:09like six nails per shingle, every

8:12shingle. It's specific. And each one of

8:13these has a different thing underneath

8:15it, a different principle as to why it

8:17goes ahead and uses it. And you can see

8:18what loads here. Not just a roof, but

8:20peace of mind becomes a written scope

8:23and a fixed number before anybody climbs

8:25a ladder. We leverage industryleading

8:27materials to deliver unparallel

8:28protection. That becomes we source

8:31materials from manufacturers who test

8:33for wind, hail, and sun. You can just

8:35see the difference here, right? It's

8:36really great. After the demo, take the

8:38build apart, change it until it solves a

8:40problem of your own. It's really great

8:41like that. It makes every line calm and

8:43essentially just takes you from generic.

8:45It works on emails, works on websites,

8:47you can throw it in anywhere and of

8:48course it is completely free to use. And

8:50if this all sounds like I'm speaking

8:51Spanish, I'm going to put a link down

8:53below for my full course that I'm

8:54dropping this week essentially on

8:56mastering chat Astra. It covers

8:58everything from AI foundations

9:00productivity and live business and sales

9:02marketing automation agents. You also

9:04get full access to all of my memory

9:06systems I have been building for months,

9:08content I never share on YouTube. You

9:11get full access to things like the

9:12business operating system as well as my

9:14design operating systems all down below.

9:16I'll put a link so you can grab that and

9:18take everything to the next level. Now,

Level 5: Claudex Loop

9:20speaking of the next level, we need to

9:22go ahead and talk about level six. Now,

9:24level six is going to come after level

9:26five. And level five is the Claude X

9:28loop. So, this is a handy skill. Um, one

9:31of the things that you always want to

9:32think about when you're building with

9:33claude and chat GPT is the fact that

9:36they are awesome. But actually, when you

9:38use both of them together at the same

9:39time, they become even more powerful.

9:42So, I always, for example, when I'm even

9:44building on my memory systems, right, or

9:46I'm connecting anything, I will always

9:48have Claude or Chat GBT crossverify with

9:52the other best models. There are two

9:53best models in the world right now.

9:55Claude Fable 5.1 and CHBT Astra. So

9:59sometimes they catch things that the

10:01other individual misses at the same time

10:03which is why this is so handy. Now

10:04effectively what works is clen codeex

10:06can review a plan before you build it.

10:08One model drafts a plan and the other

10:09one looks for weak spots. So they

10:11basically crossverify one another and it

10:13work they just work beautifully together

10:15in that sense. Now they will catch

10:17mistakes that the other model missed. So

10:19why not use both at the same time? I

10:21would say that I would use this loop

10:23probably in about 10% of the time I'm

10:25using AI. It's for big stuff. It's where

10:26the decision matters and you're looking

10:28for diversity because every model has

10:30its blind spots. It doesn't matter how

10:32good it is. Use it for complex builds.

10:34And again, all you're doing is just

10:36tagging it in and it just connects with

10:37what we call the command blind

10:39interface. Nerd speak for thing

10:41happening on your computer. It just

10:43reaches over and uses that. A very

10:45powerful system to go ahead and use

10:47claw. And again, I'll put all the

10:48repairs down below so you go ahead and

Level 6: DeepSeek Harness

10:50grab it. Now, let's have a chat about

10:52level six, which is the deep sea

10:53harness. Now, the deep sea harness is

10:55interesting. Let me show you what I

10:56mean. Hey there, could you go ahead and

10:57open the Deep Seek harness and just ask

11:00it um what is it? Explain itself to me.

11:03Now, I'm just using Glider for this.

11:04It's something that I set up basically

11:05to um you know, one prompt, open up the

11:08Deep Seek whenever I want to. Now, the

11:10Deep Seek Caress itself is if you

11:12imagine that you have the race car

11:13driver and you have the Formula 1 car.

11:15Now, the Formula 1 car is like Codeex,

11:18the Chat GPT app. It's like the Claude

11:20app. And Deepseek themselves also now

11:22have an app, an environment, a harness.

11:25It's all the stuff around the model.

11:26It's the car basically. Deepseek now

11:28have their own version is called the

11:30Deep Seek harness. Now you have the

11:32harness and then you have the model. So

11:34we can use any model in any harness that

11:37we want to. It's very very cool like

11:38that. What it makes this particularly

11:40unique though is effectively this DeepC

11:42harness can access files, terminal

11:44tools, browser and it is fully

11:46customizable. So you don't have to just

11:48do what Chat GPT says and what Claude

11:51says. You can use this for anything. Me

11:53personally, I like having it because

11:55essentially the Deep Seek V4.1 model is

11:57so cheap and I can just launch it up

11:58with literally one command to do that. I

12:00go ahead and I use Glido. It's um the

12:02speech to text startup that I found that

12:04it's really really cool. But

12:04effectively, you have these commands

12:06where you can open things up. Of course,

12:07you can use any speech to text to chat,

12:09but we built this cuz we thought it was

12:10really freaking cool. I just find that

12:12very handy and helpful to do to go ahead

12:14and build those things. Now, the thing

12:15about it is you can run coding tasks

12:17using your model files and tools. It's

12:19really simple. Um, you can shape your

12:20own workflow. And remember, performance

12:22is a combination of the driver and the

12:25car. And the idea with this is it just

12:26kind of lets you customize the car as

12:29well as choose what driver you want in

12:31it. So, that's some of the really

12:32interesting things that you can do with

12:33it. And it's really good to have a

12:35little play around with. You can just

12:36fire off little questions. And if you

12:37find yourself hitting token limits, it

12:40can be a great way to play around with

12:41as well to take you to another level.

Level 7: Archify

12:42And then that takes us nicely onto level

12:44seven, which is archer fire, which is a

12:47really interesting one actually. And

12:48effectively what it does is it takes

12:50anything from plain English into

12:52architecture in seconds. So essentially

12:55we'll map out any kind of complicated

12:57process for you. So let me show you an

12:59example of what that would look like. So

13:00I've just asked it here could you use

13:02Archifi to map out the optimum cell

13:04system according to Alex Hoszi please?

13:06And then just like that we've got an

13:07example of this. Okay so let's expand

13:09this a wee bit. I say weat that's what

13:11they talk like in Scotland I'm hearing

13:13on good authority but sales system mark

13:15offer generating demand earn interest.

13:17So essentially, you can take any idea

13:19that you like and see it and interact

13:21with it graphically, which I think is

13:23cool. So this may not win the world's

13:25best award for like most like visually

13:28perfect, but I I say visual perfect, I

13:30mean like designy, edgy, cool thing, but

13:33it does really do the job. And honestly,

13:35it's a light year ahead of anything

13:36you're going to find in any corporate

13:38office. You have different themes you

13:39can play. Dark mode I think looks better

13:40to me. And again, look at this. Look at

13:42the level of things you can do from here

13:44that like author reach downstream,

13:45upstream. What happens when you're on

13:46interest? You know, you imagine just

13:48playing around with this and think

13:49about, okay, look, what is our sales

13:50cycle? What actually is the way that we

13:52want to do business here? Having this

13:54really makes an idea look fit and

13:55intent. What is this? And you can

13:57present it. You have classic mode,

13:59signal flow. You can play around in so

14:01many different things. It's just such a

14:02cool way to get ideas out and play

14:04around with them. Of course, we can

14:05export it, share it with people. I mean,

14:07the amount of times I've spent, guys,

14:09when I was in corporate, and by the way,

14:10if you're new here, I'm Jack. I built a

14:12small tech startup with a gazillion

14:13customers. But before that, I was

14:15working in corporate in a strategy job

14:17and the amount of times I'd have to map

14:19out like a process thinking about like

14:20the future of the business, the

14:21employees and stuff was crazy time that

14:23now honestly this can just say for

14:26straight away and obviously you can

14:27build out and add many different

14:28elements to this and some of these cases

14:30that you're going to find very helpful

14:31are you know seeing components and their

14:33connections tracing a request through

14:35the system. We once did something that

14:37had like it must been like 500 different

14:39steps. It was crazy a lot of copy

14:41required when a code base is new. So

14:43onboarding, handoff and reviews. Imagine

14:45having a full meeting explaining the

14:46process. Then you just use Archery to

14:48kind of build a bit of a process map

14:50that everybody can follow. Remember, you

14:52want to find excellence first and then

14:53you can proceduralize after. And again,

14:55it is literally free to use.

Do this next

14:57Understanding what's trending on GitHub

14:58is one thing, but if you really want to

15:00get ahead, you need to understand how to

15:02use an agentic operating system that is

15:04going to add value in ways that you

15:06probably aren't even thinking about

15:07right now. And we're going to do that

15:08together in this video right

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