So I tried Matt's skills...

There is one particular GitHub repo that There is one particular GitHub repo that I've been eyeing for a long time and I've been eyeing for a long time and I've been eyeing for a long time and just never took the time to dive into. just never took the time to dive into. just never took the time to dive into. It's by a person that I've interacted It's by a person that I've interacted It's by a person that I've interacted with a bunch in the past who if you've with a bunch in the past who if you've with a bunch in the past who if you've been around for a while I am sure you're been around for a while I am sure you're been around for a while I am sure you're familiar with. I've often called myself familiar with. I've often called myself familiar with. I've often called myself the second best TypeScript YouTuber and the second best TypeScript YouTuber and the second best TypeScript YouTuber and the reason is because of this the reason is because of this the reason is because of this individual, the number one Matt HCO. He individual, the number one Matt HCO. He individual, the number one Matt HCO. He published a set of AI skills for real published a set of AI skills for real published a set of AI skills for real engineers that I honestly kind of engineers that I honestly kind of engineers that I honestly kind of dismissed initially, but over time he dismissed initially, but over time he dismissed initially, but over time he has continued to refine them and be has continued to refine them and be has continued to refine them and be realistic with them. And what he's realistic with them. And what he's realistic with them. And what he's created is a set of small and simple created is a set of small and simple created is a set of small and simple markdown files that have racked up over markdown files that have racked up over markdown files that have racked up over 200,000 stars on GitHub, making it one 200,000 stars on GitHub, making it one 200,000 stars on GitHub, making it one of the 10 most starred projects on all of the 10 most starred projects on all of the 10 most starred projects on all of GitHub. Truly insane. All for of GitHub. Truly insane. All for of GitHub. Truly insane. All for markdown files. I've wanted to see what markdown files. I've wanted to see what markdown files. I've wanted to see what the hype was about for a while here, and the hype was about for a while here, and the hype was about for a while here, and I've seen people saying really good I've seen people saying really good I've seen people saying really good things about them, especially the grill things about them, especially the grill things about them, especially the grill me skill. And this has also been a video me skill. And this has also been a video me skill. And this has also been a video I've planned for a while to the point I've planned for a while to the point I've planned for a while to the point where my whole Twitch chat is freaking where my whole Twitch chat is freaking where my whole Twitch chat is freaking out. Thank you. I stayed up till 3:00 out. Thank you. I stayed up till 3:00 out. Thank you. I stayed up till 3:00 a.m. for this. Long overdue. Finally, a.m. for this. Long overdue. Finally, a.m. for this. Long overdue. Finally, three streams ago. Since this was put in three streams ago. Since this was put in three streams ago. Since this was put in Notion, Matt's updated the skills Notion, Matt's updated the skills Notion, Matt's updated the skills multiple times. Yeah, you guys have multiple times. Yeah, you guys have multiple times. Yeah, you guys have wanted to get my honest thoughts on wanted to get my honest thoughts on wanted to get my honest thoughts on these skills for a while. In order to do these skills for a while. In order to do these skills for a while. In order to do that, I had to use them. So, I did. Over that, I had to use them. So, I did. Over that, I had to use them. So, I did. Over the last week, I installed a bunch of the last week, I installed a bunch of the last week, I installed a bunch of the skills from Matt Poco's skills repo, the skills from Matt Poco's skills repo, the skills from Matt Poco's skills repo, which is full of gems that are worth which is full of gems that are worth which is full of gems that are worth talking about, from his process to the talking about, from his process to the talking about, from his process to the actual skills themselves. If I only actual skills themselves. If I only actual skills themselves. If I only covered Matt's skills, though, I'd be covered Matt's skills, though, I'd be covered Matt's skills, though, I'd be doing this ecosystem a disservice. The doing this ecosystem a disservice. The doing this ecosystem a disservice. The vast majority of these skill repos are vast majority of these skill repos are vast majority of these skill repos are absolute slop and should be ignored. But absolute slop and should be ignored. But absolute slop and should be ignored. But there is one other I'm excited about. PA

there is one other I'm excited about. PA there is one other I'm excited about. PA stack created by Lauren, otherwise known stack created by Lauren, otherwise known stack created by Lauren, otherwise known as Potato, one of my old favorite React as Potato, one of my old favorite React as Potato, one of my old favorite React core team members, who is now at Cursor, core team members, who is now at Cursor, core team members, who is now at Cursor, and built a wild set of skills that are and built a wild set of skills that are and built a wild set of skills that are really fun and surprisingly powerful. I really fun and surprisingly powerful. I really fun and surprisingly powerful. I have went through and audited the have went through and audited the have went through and audited the majority of the skills in both of these majority of the skills in both of these majority of the skills in both of these suites, pulled in my favorites, and I've suites, pulled in my favorites, and I've suites, pulled in my favorites, and I've been using them actively. I cannot wait been using them actively. I cannot wait been using them actively. I cannot wait to show you everything I've learned to show you everything I've learned to show you everything I've learned after a real quick break for today's after a real quick break for today's after a real quick break for today's sponsor. Let's be honest with ourselves. sponsor. Let's be honest with ourselves. sponsor. Let's be honest with ourselves. We've moved past the era of doing one We've moved past the era of doing one We've moved past the era of doing one thing at a time. And as great as this thing at a time. And as great as this thing at a time. And as great as this is, there's a lot of random problems is, there's a lot of random problems is, there's a lot of random problems it's caused. Things like knowing where it's caused. Things like knowing where it's caused. Things like knowing where to run your code when you're working on to run your code when you're working on to run your code when you're working on it. Things like making sure your CI is it. Things like making sure your CI is it. Things like making sure your CI is actually running performantly and well, actually running performantly and well, actually running performantly and well, and that it's doing things in parallel. and that it's doing things in parallel. and that it's doing things in parallel. And just knowing what's going on across And just knowing what's going on across And just knowing what's going on across all of the projects that are shipping at all of the projects that are shipping at all of the projects that are shipping at your company. All of this is obnoxious your company. All of this is obnoxious your company. All of this is obnoxious to do by hand, and it's becoming more to do by hand, and it's becoming more to do by hand, and it's becoming more and more of my work. Well, it was before and more of my work. Well, it was before and more of my work. Well, it was before I started using today's sponsor. You I started using today's sponsor. You I started using today's sponsor. You probably already heard me talk about probably already heard me talk about probably already heard me talk about Depot. They're the best place for your Depot. They're the best place for your Depot. They're the best place for your GitHub CI and for your Docker builds, GitHub CI and for your Docker builds, GitHub CI and for your Docker builds, which makes everything way faster, up to which makes everything way faster, up to which makes everything way faster, up to 55 times faster for a lot of real world 55 times faster for a lot of real world 55 times faster for a lot of real world use cases. Their best-in-class runners use cases. Their best-in-class runners use cases. Their best-in-class runners make everything faster, and their cache make everything faster, and their cache make everything faster, and their cache helps everyone on the team get started helps everyone on the team get started helps everyone on the team get started quicker, too. The cache is shared across quicker, too. The cache is shared across quicker, too. The cache is shared across your entire team and your CI for your your entire team and your CI for your your entire team and your CI for your Docker builds, which helps a ton with Docker builds, which helps a ton with Docker builds, which helps a ton with speed. GitHub actions are also way speed. GitHub actions are also way speed. GitHub actions are also way faster, too, up to 10 times faster when faster, too, up to 10 times faster when faster, too, up to 10 times faster when you use them on Depot than with you use them on Depot than with you use them on Depot than with traditional GitHub action CI. And if you traditional GitHub action CI. And if you traditional GitHub action CI. And if you add the depot CI runners, things go even add the depot CI runners, things go even add the depot CI runners, things go even faster because they can do actual faster because they can do actual faster because they can do actual parallelism. But that's not what I parallelism. But that's not what I parallelism. But that's not what I promised. I was talking about working in promised. I was talking about working in promised. I was talking about working in parallel, not just building in parallel.

parallel, not just building in parallel. parallel, not just building in parallel. Well, that's where's remote agent Well, that's where's remote agent Well, that's where's remote agent sandboxes come in, making it trivial to sandboxes come in, making it trivial to sandboxes come in, making it trivial to spin up your real images and your real spin up your real images and your real spin up your real images and your real projects in the cloud with your cloud projects in the cloud with your cloud projects in the cloud with your cloud code. If you already have depot set up, code. If you already have depot set up, code. If you already have depot set up, you can just run depot cloud instead of you can just run depot cloud instead of you can just run depot cloud instead of cloud directly and is now running in a cloud directly and is now running in a cloud directly and is now running in a remote sandbox instead. Ship faster and remote sandbox instead. Ship faster and remote sandbox instead. Ship faster and unblock yourself at soyv.link/depo. unblock yourself at soyv.link/depo. unblock yourself at soyv.link/depo. Couple things I want to say upfront Couple things I want to say upfront Couple things I want to say upfront before we go too deep into all of these before we go too deep into all of these before we go too deep into all of these skills that have been provided by these skills that have been provided by these skills that have been provided by these different places. The first thing, and I different places. The first thing, and I different places. The first thing, and I really want to emphasize this, you do really want to emphasize this, you do really want to emphasize this, you do not get anything out of blindly copying not get anything out of blindly copying not get anything out of blindly copying other people's setups. You should treat other people's setups. You should treat other people's setups. You should treat these things not as a set of steps to these things not as a set of steps to these things not as a set of steps to take, rather as a set of information to take, rather as a set of information to take, rather as a set of information to consider as you build your own systems consider as you build your own systems consider as you build your own systems for coding with AI. If you just copy for coding with AI. If you just copy for coding with AI. If you just copy paste my codebase and change things, paste my codebase and change things, paste my codebase and change things, you're not a very good engineer. But if you're not a very good engineer. But if you're not a very good engineer. But if you use my codebase as a reference point you use my codebase as a reference point you use my codebase as a reference point to learn and build your skills as you to learn and build your skills as you to learn and build your skills as you craft your own code bases, then you're a craft your own code bases, then you're a craft your own code bases, then you're a good engineer. The same difference good engineer. The same difference good engineer. The same difference applies here. If you just blindly copy applies here. If you just blindly copy applies here. If you just blindly copy my exact setup, it's like paying a bunch my exact setup, it's like paying a bunch my exact setup, it's like paying a bunch of money for a code template. It's of money for a code template. It's of money for a code template. It's cringe and bad and it means you suck at cringe and bad and it means you suck at cringe and bad and it means you suck at engineering. Period. So, don't just engineering. Period. So, don't just engineering. Period. So, don't just blindly install all the skills here. At blindly install all the skills here. At blindly install all the skills here. At the very least, start with a slightly the very least, start with a slightly the very least, start with a slightly better entry point. I see my chat better entry point. I see my chat better entry point. I see my chat realizing that Potato was one of the realizing that Potato was one of the realizing that Potato was one of the builders of the React compiler. She's builders of the React compiler. She's builders of the React compiler. She's one of the biggest contributors there.

one of the biggest contributors there. one of the biggest contributors there. She's unbelievably talented. Yeah, She's unbelievably talented. Yeah, She's unbelievably talented. Yeah, Pstack is going to be the underrated gem Pstack is going to be the underrated gem Pstack is going to be the underrated gem in this and I think you guys will like in this and I think you guys will like in this and I think you guys will like it a lot. I want to start first with how it a lot. I want to start first with how it a lot. I want to start first with how I set this all up. I started with a I set this all up. I started with a I set this all up. I started with a prompt. I want to figure out which prompt. I want to figure out which prompt. I want to figure out which potato pack skills would map well to the potato pack skills would map well to the potato pack skills would map well to the work that I do. I want you to audit my work that I do. I want you to audit my work that I do. I want you to audit my usage across my main machines which were usage across my main machines which were usage across my main machines which were this MacBook, Leftbook, and BB1. Compare this MacBook, Leftbook, and BB1. Compare this MacBook, Leftbook, and BB1. Compare my usage against the skills in Pstack. my usage against the skills in Pstack. my usage against the skills in Pstack. Make a nice list ranking all of them by Make a nice list ranking all of them by Make a nice list ranking all of them by how well they fit me and how much they how well they fit me and how much they how well they fit me and how much they could benefit me. Pull history here could benefit me. Pull history here could benefit me. Pull history here first, then break up sub agents to do first, then break up sub agents to do first, then break up sub agents to do auditing. Opus 5 for all. I had a bunch auditing. Opus 5 for all. I had a bunch auditing. Opus 5 for all. I had a bunch of Opus 5 to burn at the time, so that's of Opus 5 to burn at the time, so that's of Opus 5 to burn at the time, so that's why I was testing this. and I linked to why I was testing this. and I linked to why I was testing this. and I linked to Pstack. It then created this document Pstack. It then created this document Pstack. It then created this document for me where it pulled in all the skills for me where it pulled in all the skills for me where it pulled in all the skills and then ranked them based on how strong and then ranked them based on how strong and then ranked them based on how strong of a fit they were as well as how of a fit they were as well as how of a fit they were as well as how beneficial they would be to my work and beneficial they would be to my work and beneficial they would be to my work and then a little brief why. So, it then a little brief why. So, it then a little brief why. So, it immediately called out the interrogate immediately called out the interrogate immediately called out the interrogate skill, blast radius, technical writing skill, blast radius, technical writing skill, blast radius, technical writing arena, the prove it work skill, and a arena, the prove it work skill, and a arena, the prove it work skill, and a few others. I will say that this deep few others. I will say that this deep few others. I will say that this deep dive was inspired by one particular dive was inspired by one particular dive was inspired by one particular thing. It was the interest I had in the thing. It was the interest I had in the thing. It was the interest I had in the unslop skill because I had seen Lauren unslop skill because I had seen Lauren unslop skill because I had seen Lauren posting some of the pros that her agents posting some of the pros that her agents posting some of the pros that her agents wrote. I was like, "Oh, that looks wrote. I was like, "Oh, that looks wrote. I was like, "Oh, that looks significantly less cringe than I'm used significantly less cringe than I'm used significantly less cringe than I'm used to Claude writing." So, I quickly to Claude writing." So, I quickly to Claude writing." So, I quickly grabbed this unslop skill, which is grabbed this unslop skill, which is grabbed this unslop skill, which is very, very simple. There's also some fun very, very simple. There's also some fun very, very simple. There's also some fun prompting details here in the prompting details here in the prompting details here in the descriptions Potato uses because again, descriptions Potato uses because again, descriptions Potato uses because again, as I mentioned before in my like as I mentioned before in my like as I mentioned before in my like Markdown overhaul video, the Markdown overhaul video, the Markdown overhaul video, the description's role isn't to accurately description's role isn't to accurately description's role isn't to accurately describe everything the skill does describe everything the skill does describe everything the skill does because it's just Markdown. The

because it's just Markdown. The because it's just Markdown. The only point of the description is to only point of the description is to only point of the description is to trigger the skill when it should trigger the skill when it should trigger the skill when it should trigger. You should treat the trigger. You should treat the trigger. You should treat the description as the thing that gets the description as the thing that gets the description as the thing that gets the model to do this rather than as an model to do this rather than as an model to do this rather than as an accurate description of everything the accurate description of everything the accurate description of everything the model can do with the skill. I see it model can do with the skill. I see it model can do with the skill. I see it kind of similar to a YouTube video kind of similar to a YouTube video kind of similar to a YouTube video thumbnail where the role of the thumbnail where the role of the thumbnail where the role of the thumbnail isn't to accurately thumbnail isn't to accurately thumbnail isn't to accurately encapsulate everything that the video encapsulate everything that the video encapsulate everything that the video has in it. It is to get the right person has in it. It is to get the right person has in it. It is to get the right person to stop scrolling and click it and watch to stop scrolling and click it and watch to stop scrolling and click it and watch it. The goal of the description is it. The goal of the description is it. The goal of the description is similar. It's to get the right agent for similar. It's to get the right agent for similar. It's to get the right agent for the right task to decide, "Oh, that the right task to decide, "Oh, that the right task to decide, "Oh, that skill is useful. I should pull that in." skill is useful. I should pull that in." skill is useful. I should pull that in." It shouldn't be called a description. It It shouldn't be called a description. It It shouldn't be called a description. It should be called a trigger. All of these should be called a trigger. All of these should be called a trigger. All of these standards were written in the old standards were written in the old standards were written in the old anthropic days before anyone knew what anthropic days before anyone knew what anthropic days before anyone knew what the they were doing. We're stuck the they were doing. We're stuck the they were doing. We're stuck with it. It is what it is. Anyways, with it. It is what it is. Anyways, with it. It is what it is. Anyways, let's take a look at what the skills let's take a look at what the skills let's take a look at what the skills actual content is. So, again, if you're actual content is. So, again, if you're actual content is. So, again, if you're not familiar with how skills work, they not familiar with how skills work, they not familiar with how skills work, they have a name and a description. The have a name and a description. The have a name and a description. The models have access to all of your models have access to all of your models have access to all of your skills. They just see the name in the skills. They just see the name in the skills. They just see the name in the description and then they decide, "Oh, description and then they decide, "Oh, description and then they decide, "Oh, that skill could be useful to me right that skill could be useful to me right that skill could be useful to me right now based on its description. I'm going now based on its description. I'm going now based on its description. I'm going to pull it in now." And then what it to pull it in now." And then what it to pull it in now." And then what it does is it just reads this markdown file does is it just reads this markdown file does is it just reads this markdown file into context. So when it pulls in the into context. So when it pulls in the into context. So when it pulls in the unslop skill, here's what it reads. Edit unslop skill, here's what it reads. Edit unslop skill, here's what it reads. Edit text to remove AI patterns and add a text to remove AI patterns and add a text to remove AI patterns and add a human voice. The process is simple. Scan human voice. The process is simple. Scan human voice. The process is simple. Scan for the patterns, rewrite, preserve for the patterns, rewrite, preserve for the patterns, rewrite, preserve meaning, match intended tone, add some meaning, match intended tone, add some meaning, match intended tone, add some soul, and then self audit. Quote, "What soul, and then self audit. Quote, "What soul, and then self audit. Quote, "What makes this obviously AI generated?" Then makes this obviously AI generated?" Then makes this obviously AI generated?" Then you go and fix the remaining tells.

you go and fix the remaining tells. you go and fix the remaining tells. Adding soul. Removing patterns is half Adding soul. Removing patterns is half Adding soul. Removing patterns is half the job. Sterile voiceless writing is the job. Sterile voiceless writing is the job. Sterile voiceless writing is just as obvious. Have opinions. React to just as obvious. Have opinions. React to just as obvious. Have opinions. React to facts instead of neutrally listing pros facts instead of neutrally listing pros facts instead of neutrally listing pros and cons. Very rhythm. Short sentences and cons. Very rhythm. Short sentences and cons. Very rhythm. Short sentences then longer ones that take their time. then longer ones that take their time. then longer ones that take their time. Mix it up. Acknowledge complexity. Quote Mix it up. Acknowledge complexity. Quote Mix it up. Acknowledge complexity. Quote impressive but also kind of unsettling impressive but also kind of unsettling impressive but also kind of unsettling beats impressive. Use I when it fits. beats impressive. Use I when it fits. beats impressive. Use I when it fits. First person isn't unprofessional. Let First person isn't unprofessional. Let First person isn't unprofessional. Let some mess in. Perfect structure looks some mess in. Perfect structure looks some mess in. Perfect structure looks machineade. Be specific. Not this is machineade. Be specific. Not this is machineade. Be specific. Not this is concerning, rather, there's something concerning, rather, there's something concerning, rather, there's something unsettling about agents churning away at unsettling about agents churning away at unsettling about agents churning away at 3:00 a.m. Don't call me out like this. 3:00 a.m. Don't call me out like this. 3:00 a.m. Don't call me out like this. Patterns to detect and fix. This is one Patterns to detect and fix. This is one Patterns to detect and fix. This is one of the things LM are really good at is of the things LM are really good at is of the things LM are really good at is if you give them an example of bad and if you give them an example of bad and if you give them an example of bad and then show them good, they will follow then show them good, they will follow then show them good, they will follow good very well. But if you don't have good very well. But if you don't have good very well. But if you don't have certain things in those examples, they certain things in those examples, they certain things in those examples, they will continue to do them bad. So you got will continue to do them bad. So you got will continue to do them bad. So you got to find the balance there. The patterns to find the balance there. The patterns to find the balance there. The patterns to detect and fix. The first is in to detect and fix. The first is in to detect and fix. The first is in content puffery. So, lots of these content puffery. So, lots of these content puffery. So, lots of these phrases. Pivotal moment, testament to phrases. Pivotal moment, testament to phrases. Pivotal moment, testament to evolving landscape. Setting the stage, evolving landscape. Setting the stage, evolving landscape. Setting the stage, cut the puffery, say what happened, cut the puffery, say what happened, cut the puffery, say what happened, named dropping, listing media outlets named dropping, listing media outlets named dropping, listing media outlets without context, just pick one and say without context, just pick one and say without context, just pick one and say what was said. Superficial ing phrases what was said. Superficial ing phrases what was said. Superficial ing phrases like highlighting, ensuring, reflecting, like highlighting, ensuring, reflecting, like highlighting, ensuring, reflecting, showcasing, delete them. Promotional showcasing, delete them. Promotional showcasing, delete them. Promotional language as well, vague, you get the language as well, vague, you get the language as well, vague, you get the idea. It also calls out M- overuse.

idea. It also calls out M- overuse. idea. It also calls out M- overuse. Somehow, I still see a lot of M dashes Somehow, I still see a lot of M dashes Somehow, I still see a lot of M dashes coming out of Opus. The others have coming out of Opus. The others have coming out of Opus. The others have followed this much better. Chat's saying followed this much better. Chat's saying followed this much better. Chat's saying that it's a good thing to point out how that it's a good thing to point out how that it's a good thing to point out how good the semantic density is here. I good the semantic density is here. I good the semantic density is here. I agree. This is not slop. This is very agree. This is not slop. This is very agree. This is not slop. This is very easy to read and the info is easy to read and the info is easy to read and the info is communicated very effectively. It's just communicated very effectively. It's just communicated very effectively. It's just well written. And when you have good well written. And when you have good well written. And when you have good writing in your history, the models are writing in your history, the models are writing in your history, the models are more likely to follow it. And if you more likely to follow it. And if you more likely to follow it. And if you tell said models to follow it, they're tell said models to follow it, they're tell said models to follow it, they're much more likely to. There's also a much more likely to. There's also a much more likely to. There's also a whole section here to remove chatbot whole section here to remove chatbot whole section here to remove chatbot phrases like, "I hope this helps. Let me phrases like, "I hope this helps. Let me phrases like, "I hope this helps. Let me know if found the smoking gun." all know if found the smoking gun." all know if found the smoking gun." all those types of things. No mention of those types of things. No mention of those types of things. No mention of loadbearing. Sadly, there's a whole loadbearing. Sadly, there's a whole loadbearing. Sadly, there's a whole section about jargon. This is my section about jargon. This is my section about jargon. This is my favorite piece though. Say what it does, favorite piece though. Say what it does, favorite piece though. Say what it does, not how it feels. Instead of the not how it feels. Instead of the not how it feels. Instead of the database stays close at hand, say database stays close at hand, say database stays close at hand, say something much more direct. SQL returns something much more direct. SQL returns something much more direct. SQL returns the exact string sent to the database. the exact string sent to the database. the exact string sent to the database. That's so much better. Ask what the That's so much better. Ask what the That's so much better. Ask what the sentence tells the reader to do or know. sentence tells the reader to do or know. sentence tells the reader to do or know. Then write that. If you can't restate it Then write that. If you can't restate it Then write that. If you can't restate it as a concise instruction, fact, or as a concise instruction, fact, or as a concise instruction, fact, or number, cut it. One more check. If the number, cut it. One more check. If the number, cut it. One more check. If the sentence could appear unchanged in sentence could appear unchanged in sentence could appear unchanged in another project's docs, it says nothing another project's docs, it says nothing another project's docs, it says nothing about this one. Cut it. So, let's see about this one. Cut it. So, let's see about this one. Cut it. So, let's see how this works. I will just ask with how this works. I will just ask with how this works. I will just ask with GPT56 high. You know what? We'll give it GPT56 high. You know what? We'll give it GPT56 high. You know what? We'll give it something harder. I'll use Opus 5. It's something harder. I'll use Opus 5. It's something harder. I'll use Opus 5. It's going to take too long. I'm going to going to take too long. I'm going to going to take too long. I'm going to stick with Soul for this just because it stick with Soul for this just because it stick with Soul for this just because it will be done faster. What is this will be done faster. What is this will be done faster. What is this project? Help me understand it and why project? Help me understand it and why project? Help me understand it and why someone would be interested in using it.

someone would be interested in using it. someone would be interested in using it. Or I can just grab like any of my other Or I can just grab like any of my other Or I can just grab like any of my other existing codeex threads and you'll see existing codeex threads and you'll see existing codeex threads and you'll see the difference. Here is one where I the difference. Here is one where I the difference. Here is one where I asked it to update my Swift UI app. asked it to update my Swift UI app. asked it to update my Swift UI app. Build 26 is uploaded to App Store Build 26 is uploaded to App Store Build 26 is uploaded to App Store Connect and processing also completed. Connect and processing also completed. Connect and processing also completed. Bullet point list of the exact things Bullet point list of the exact things Bullet point list of the exact things done. Public distribution cannot yet be done. Public distribution cannot yet be done. Public distribution cannot yet be verified because the app store connect verified because the app store connect verified because the app store connect browser session expired. Sign in at browser session expired. Sign in at browser session expired. Sign in at link. Then I can assign build 26 to the link. Then I can assign build 26 to the link. Then I can assign build 26 to the public beta group if automatic public beta group if automatic public beta group if automatic distribution does not handle it. This is distribution does not handle it. This is distribution does not handle it. This is so easy to read. It's so much better. so easy to read. It's so much better. so easy to read. It's so much better. And you'll notice when I make new And you'll notice when I make new And you'll notice when I make new prompts, one of the first things that prompts, one of the first things that prompts, one of the first things that happen is implying of the unslop skill. happen is implying of the unslop skill. happen is implying of the unslop skill. I'm also applying the required unslop I'm also applying the required unslop I'm also applying the required unslop writing skill so the answer stays direct writing skill so the answer stays direct writing skill so the answer stays direct and easy to scan. And then it did. And and easy to scan. And then it did. And and easy to scan. And then it did. And now it wrote a very simple, easy to read now it wrote a very simple, easy to read now it wrote a very simple, easy to read blob of text. T3 code an open source blob of text. T3 code an open source blob of text. T3 code an open source control center for coding agents. control center for coding agents. control center for coding agents. Instead of using codeex, cloud code, Instead of using codeex, cloud code, Instead of using codeex, cloud code, cursor, grock or open code through cursor, grock or open code through cursor, grock or open code through separate terminal tools, you control separate terminal tools, you control separate terminal tools, you control them through one desktop web or mobile them through one desktop web or mobile them through one desktop web or mobile app. I'll show you the comparison in the app. I'll show you the comparison in the app. I'll show you the comparison in the easiest way I can think to do it. I'm easiest way I can think to do it. I'm easiest way I can think to do it. I'm going to ask in chat GPT directly where going to ask in chat GPT directly where going to ask in chat GPT directly where I don't have my skills to look at T3 I don't have my skills to look at T3 I don't have my skills to look at T3 code. Same rough prompt just like said code. Same rough prompt just like said code. Same rough prompt just like said what it was specifically to make it what it was specifically to make it what it was specifically to make it easier. Let's see how it does here easier. Let's see how it does here easier. Let's see how it does here without these skills. The core idea is without these skills. The core idea is without these skills. The core idea is already clear. T3 code is not another already clear. T3 code is not another already clear. T3 code is not another coding model and not mainly an editor.

coding model and not mainly an editor. coding model and not mainly an editor. God, I didn't realize how quickly I God, I didn't realize how quickly I God, I didn't realize how quickly I adjusted to unslopped text and now when adjusted to unslopped text and now when adjusted to unslopped text and now when I read the sloped text, it hurts me. I read the sloped text, it hurts me. I read the sloped text, it hurts me. It's actually insane how much of a It's actually insane how much of a It's actually insane how much of a difference I can already see just from difference I can already see just from difference I can already see just from that. Again, T3 code is an open source that. Again, T3 code is an open source that. Again, T3 code is an open source control center for coding agents. The control center for coding agents. The control center for coding agents. The core idea is already clear. What using core idea is already clear. What using core idea is already clear. What using it looks like. A normal workflow is run it looks like. A normal workflow is run it looks like. A normal workflow is run the command, open a project, start a the command, open a project, start a the command, open a project, start a thread, ask it to inspect or change the thread, ask it to inspect or change the thread, ask it to inspect or change the project, review messages and code project, review messages and code project, review messages and code changes, continue from your desktop changes, continue from your desktop changes, continue from your desktop browser or phone. T3 code also manages browser or phone. T3 code also manages browser or phone. T3 code also manages terminal terminals, agent sessions, git terminal terminals, agent sessions, git terminal terminals, agent sessions, git diffs, and checkpoints. Each turn can diffs, and checkpoints. Each turn can diffs, and checkpoints. Each turn can have a checkpoint which lets you inspect have a checkpoint which lets you inspect have a checkpoint which lets you inspect or revert what the agent changed. Short or revert what the agent changed. Short or revert what the agent changed. Short version, T3 codes across plate control version, T3 codes across plate control version, T3 codes across plate control center. This is the like quote from the center. This is the like quote from the center. This is the like quote from the docs. It turns these providers from docs. It turns these providers from docs. It turns these providers from separate terminal programs into one separate terminal programs into one separate terminal programs into one coherent agent workspace mdash with coherent agent workspace mdash with coherent agent workspace mdash with desktop web, iOS, and Android clients. desktop web, iOS, and Android clients. desktop web, iOS, and Android clients. There's a T3 code is and T3 code is not. There's a T3 code is and T3 code is not. There's a T3 code is and T3 code is not. The strongest pitch is not chat with AI The strongest pitch is not chat with AI The strongest pitch is not chat with AI and nicer windows. It is operating and nicer windows. It is operating and nicer windows. It is operating several autonomous developers without several autonomous developers without several autonomous developers without living in several terminal tabs. Remote living in several terminal tabs. Remote living in several terminal tabs. Remote agents become practical. One interface agents become practical. One interface agents become practical. One interface across providers. It's designed for across providers. It's designed for across providers. It's designed for parallel work. The especially compelling parallel work. The especially compelling parallel work. The especially compelling use case for your setup use case for your setup use case for your setup versus why someone would use it. One versus why someone would use it. One versus why someone would use it. One interface works with several providers.

interface works with several providers. interface works with several providers. Threads persist so works easier to Threads persist so works easier to Threads persist so works easier to resume. You can control agents on resume. You can control agents on resume. You can control agents on another computer from your phone or another computer from your phone or another computer from your phone or browser. Your files and provider browser. Your files and provider browser. Your files and provider credentials remain on the machine during credentials remain on the machine during credentials remain on the machine during running the server. It's insane. These running the server. It's insane. These running the server. It's insane. These both came from the same model for adding both came from the same model for adding both came from the same model for adding one markdown file. It's so much more one markdown file. It's so much more one markdown file. It's so much more readable. I have been enjoying coding so readable. I have been enjoying coding so readable. I have been enjoying coding so much more since I saw this one stupid much more since I saw this one stupid much more since I saw this one stupid skill. Thank you, Potato, and thank you skill. Thank you, Potato, and thank you skill. Thank you, Potato, and thank you Pstack for providing me this wonderful Pstack for providing me this wonderful Pstack for providing me this wonderful unslop skill. Hopefully, you can now unslop skill. Hopefully, you can now unslop skill. Hopefully, you can now understand why I so quickly went down understand why I so quickly went down understand why I so quickly went down this rabbit hole. It's because I was this rabbit hole. It's because I was this rabbit hole. It's because I was really impressed with that skill once I really impressed with that skill once I really impressed with that skill once I installed it. So, I then went through installed it. So, I then went through installed it. So, I then went through all the Pstack skills to see which other all the Pstack skills to see which other all the Pstack skills to see which other ones might fit me, too. And as I was ones might fit me, too. And as I was ones might fit me, too. And as I was doing this, I had the realization that doing this, I had the realization that doing this, I had the realization that I'm sure you guys could have predicted I'm sure you guys could have predicted I'm sure you guys could have predicted that I also should probably look at the that I also should probably look at the that I also should probably look at the Matt Pocco skills. So, I linked that as Matt Pocco skills. So, I linked that as Matt Pocco skills. So, I linked that as well and ended up getting another well and ended up getting another well and ended up getting another document of all of Matt's skills and document of all of Matt's skills and document of all of Matt's skills and which ones fit my use case as well. Now, which ones fit my use case as well. Now, which ones fit my use case as well. Now, it's time to dive in to all of these it's time to dive in to all of these it's time to dive in to all of these skills and what value they can bring skills and what value they can bring skills and what value they can bring you. I have been focused on Pstack for a you. I have been focused on Pstack for a you. I have been focused on Pstack for a bit too long. So, let's hop over to bit too long. So, let's hop over to bit too long. So, let's hop over to Matt's skills instead. The main Matt's skills instead. The main Matt's skills instead. The main directory that we care about is directory that we care about is directory that we care about is skillskillsengineering.

skillskillsengineering. skillskillsengineering. There's ask Matt, code review, codebase There's ask Matt, code review, codebase There's ask Matt, code review, codebase design, diagnosing bugs, domain design, diagnosing bugs, domain design, diagnosing bugs, domain modeling, grill with docs, which is an modeling, grill with docs, which is an modeling, grill with docs, which is an update to his grill me one, implement, update to his grill me one, implement, update to his grill me one, implement, improve codebase architecture, improve codebase architecture, improve codebase architecture, prototype, research, resolving merge prototype, research, resolving merge prototype, research, resolving merge conflicts, set up Matt PCO skills as a conflicts, set up Matt PCO skills as a conflicts, set up Matt PCO skills as a skill itself, TDD, dissect, tickets, skill itself, TDD, dissect, tickets, skill itself, TDD, dissect, tickets, triage, wayfinder, and wizard. I want to triage, wayfinder, and wizard. I want to triage, wayfinder, and wizard. I want to start by playing with a few of these. start by playing with a few of these. start by playing with a few of these. I'm going to grab the improve codebase I'm going to grab the improve codebase I'm going to grab the improve codebase architecture in Grill with Docs. If architecture in Grill with Docs. If architecture in Grill with Docs. If you're ever curious about a skill and you're ever curious about a skill and you're ever curious about a skill and how it behaves, the easiest thing to do how it behaves, the easiest thing to do how it behaves, the easiest thing to do isn't to install it and then hope for isn't to install it and then hope for isn't to install it and then hope for the best. It's actually quite simple. the best. It's actually quite simple. the best. It's actually quite simple. You can usually just copy paste it. In You can usually just copy paste it. In You can usually just copy paste it. In this case, this skill is calling for this case, this skill is calling for this case, this skill is calling for other skills. It's actually hilarious other skills. It's actually hilarious other skills. It's actually hilarious how simple the grill with docs is. It's how simple the grill with docs is. It's how simple the grill with docs is. It's a relentless interview to sharpen a a relentless interview to sharpen a a relentless interview to sharpen a planner design, which also creates docs, planner design, which also creates docs, planner design, which also creates docs, ADRs, and glossery as we go. He also has ADRs, and glossery as we go. He also has ADRs, and glossery as we go. He also has disable model invocation on for a lot of disable model invocation on for a lot of disable model invocation on for a lot of his skills, which means the model won't his skills, which means the model won't his skills, which means the model won't enable it itself. You have to manually enable it itself. You have to manually enable it itself. You have to manually pull it in with a slash command or a pull it in with a slash command or a pull it in with a slash command or a dollar sign command or something like dollar sign command or something like dollar sign command or something like that, which I think is a very good call, that, which I think is a very good call, that, which I think is a very good call, especially with how some of his skills especially with how some of his skills especially with how some of his skills work. But some of them that isn't work. But some of them that isn't work. But some of them that isn't necessarily the case. Like when I'm necessarily the case. Like when I'm necessarily the case. Like when I'm going through the diagnosing bugs skill, going through the diagnosing bugs skill, going through the diagnosing bugs skill, this one I probably shouldn't have to this one I probably shouldn't have to this one I probably shouldn't have to manually pull in. And sure as hell, he manually pull in. And sure as hell, he manually pull in. And sure as hell, he doesn't have this as a manually pull in doesn't have this as a manually pull in doesn't have this as a manually pull in skill. This is a skill that will skill. This is a skill that will skill. This is a skill that will invocate itself when it's helping debug invocate itself when it's helping debug invocate itself when it's helping debug issues. And I've had this skill fire and issues. And I've had this skill fire and issues. And I've had this skill fire and help with a lot of my debugging stuff help with a lot of my debugging stuff help with a lot of my debugging stuff over the last few days, and it's been over the last few days, and it's been over the last few days, and it's been pretty solid. It seems like my agents pretty solid. It seems like my agents pretty solid. It seems like my agents find the root cause and can communicate

find the root cause and can communicate find the root cause and can communicate what's wrong much more effectively. So, what's wrong much more effectively. So, what's wrong much more effectively. So, let's look at the new grill me and let's look at the new grill me and let's look at the new grill me and grilling skills because these are the grilling skills because these are the grilling skills because these are the ones that are referenced there. Here is ones that are referenced there. Here is ones that are referenced there. Here is the grilling skill. Grill the user the grilling skill. Grill the user the grilling skill. Grill the user relentlessly about a plan, decision, or relentlessly about a plan, decision, or relentlessly about a plan, decision, or idea. Use when the user wants to stress idea. Use when the user wants to stress idea. Use when the user wants to stress test their thinking or use any grill test their thinking or use any grill test their thinking or use any grill trigger phrases. Interview the user trigger phrases. Interview the user trigger phrases. Interview the user relentlessly until you reach a shared relentlessly until you reach a shared relentlessly until you reach a shared understanding. Map this as a design understanding. Map this as a design understanding. Map this as a design tree. Every decision branches into the tree. Every decision branches into the tree. Every decision branches into the decisions that hang off it. Work the decisions that hang off it. Work the decisions that hang off it. Work the tree in rounds. The frontier is every tree in rounds. The frontier is every tree in rounds. The frontier is every decision whose prerexs are already decision whose prerexs are already decision whose prerexs are already settled. God, why is he using M dashes settled. God, why is he using M dashes settled. God, why is he using M dashes in his skills? Matt. Matt. in his skills? Matt. Matt. in his skills? Matt. Matt. How many are on this? There's nine M How many are on this? There's nine M How many are on this? There's nine M dashes in this page. Matt, I was dashes in this page. Matt, I was dashes in this page. Matt, I was wondering why I was getting M dashes wondering why I was getting M dashes wondering why I was getting M dashes again. It might be Matt's skills. again. It might be Matt's skills. again. It might be Matt's skills. There's at least one per paragraph for There's at least one per paragraph for There's at least one per paragraph for most paragraphs. Oh, this hurts me. I'm most paragraphs. Oh, this hurts me. I'm most paragraphs. Oh, this hurts me. I'm still going to try it. And I told you still going to try it. And I told you still going to try it. And I told you guys there's an easy way to try skills. guys there's an easy way to try skills. guys there's an easy way to try skills. You copy the text, go to your agent, you You copy the text, go to your agent, you You copy the text, go to your agent, you do whatever you want to do, and then you do whatever you want to do, and then you do whatever you want to do, and then you paste it. So, I'm going to ask it to paste it. So, I'm going to ask it to paste it. So, I'm going to ask it to grill, not me. Ask it to grill Lake Bed.

grill, not me. Ask it to grill Lake Bed. grill, not me. Ask it to grill Lake Bed. Lake bed. Paste. Pick machine. I want Lake bed. Paste. Pick machine. I want Lake bed. Paste. Pick machine. I want you to grill me about Lakebed, the you to grill me about Lakebed, the you to grill me about Lakebed, the project itself and its goals, everything project itself and its goals, everything project itself and its goals, everything in the agents MD, Claude MD, etc. I want in the agents MD, Claude MD, etc. I want in the agents MD, Claude MD, etc. I want to make sure we are on the same page to make sure we are on the same page to make sure we are on the same page about what we are building. I want to about what we are building. I want to about what we are building. I want to use Matt PCO's use Matt PCO's use Matt PCO's grill skill. Don't have it installed. I grill skill. Don't have it installed. I grill skill. Don't have it installed. I will paste the text below. And now I will paste the text below. And now I will paste the text below. And now I have successfully used the skill without have successfully used the skill without have successfully used the skill without installing anything by just copy pasting installing anything by just copy pasting installing anything by just copy pasting the text. Obviously this will not work the text. Obviously this will not work the text. Obviously this will not work with skills that have other things like with skills that have other things like with skills that have other things like scripts associated and whatnot, but you scripts associated and whatnot, but you scripts associated and whatnot, but you can copy the script over. It's fine. Or can copy the script over. It's fine. Or can copy the script over. It's fine. Or just tell the model about it. It can go just tell the model about it. It can go just tell the model about it. It can go find the script and download it. It's find the script and download it. It's find the script and download it. It's fine. This is the easiest way to test fine. This is the easiest way to test fine. This is the easiest way to test out a texton skill. Literally just copy out a texton skill. Literally just copy out a texton skill. Literally just copy paste the text. And now we have this paste the text. And now we have this paste the text. And now we have this Opus 5 run on my remote Linux box Opus 5 run on my remote Linux box Opus 5 run on my remote Linux box running and it will grill the out running and it will grill the out running and it will grill the out of me momentarily. It took almost two of me momentarily. It took almost two of me momentarily. It took almost two minutes, but it has its first pass here.

minutes, but it has its first pass here. minutes, but it has its first pass here. Cloud MD is badly stale. The repo Cloud MD is badly stale. The repo Cloud MD is badly stale. The repo countries its own vzero rule and there countries its own vzero rule and there countries its own vzero rule and there are two competing execution models in are two competing execution models in are two competing execution models in the tree. the tree. the tree. Question one, who is the user and who Question one, who is the user and who Question one, who is the user and who pays? As well as example answers we pays? As well as example answers we pays? As well as example answers we could give. Question two, what is the could give. Question two, what is the could give. Question two, what is the actual next milestone? because there's a actual next milestone? because there's a actual next milestone? because there's a mess of like launch prep files, HTML mess of like launch prep files, HTML mess of like launch prep files, HTML files with like random plans. The to-do files with like random plans. The to-do files with like random plans. The to-do MD that's in organized from a PR cleanup MD that's in organized from a PR cleanup MD that's in organized from a PR cleanup program, not as launch Q3, is the program, not as launch Q3, is the program, not as launch Q3, is the capsule format a spec or just our capsule format a spec or just our capsule format a spec or just our implementation. implementation. implementation. What is the ceiling of one capsule? What is the ceiling of one capsule? What is the ceiling of one capsule? These are actually good questions. And These are actually good questions. And These are actually good questions. And now I'm curious, do we get similarly now I'm curious, do we get similarly now I'm curious, do we get similarly good questions if I ask a different good questions if I ask a different good questions if I ask a different model? Let's switch over to soul with model? Let's switch over to soul with model? Let's switch over to soul with the exact same thing. Oh, I already have the exact same thing. Oh, I already have the exact same thing. Oh, I already have the grilling skill installed. Yeah, I the grilling skill installed. Yeah, I the grilling skill installed. Yeah, I did carry that over. God, the 56 autism did carry that over. God, the 56 autism did carry that over. God, the 56 autism is so real. The grilling skill requires is so real. The grilling skill requires is so real. The grilling skill requires me to find repo facts instead of asking me to find repo facts instead of asking me to find repo facts instead of asking you. I just realized I use this on low you. I just realized I use this on low you. I just realized I use this on low and slow. I should be using this on high and slow. I should be using this on high and slow. I should be using this on high and fast. Get better answers faster. I and fast. Get better answers faster. I and fast. Get better answers faster. I will stop that because I don't care will stop that because I don't care will stop that because I don't care anymore.

anymore. anymore. Oh wow, it finished before the stop even Oh wow, it finished before the stop even Oh wow, it finished before the stop even persisted. That's hilarious. What is persisted. That's hilarious. What is persisted. That's hilarious. What is LakeBed? Who is the primary customer? LakeBed? Who is the primary customer? LakeBed? Who is the primary customer? What does full autonomy mean? And what What does full autonomy mean? And what What does full autonomy mean? And what is a capsule? All good questions. Let's is a capsule? All good questions. Let's is a capsule? All good questions. Let's see how the high version does. Oh, and see how the high version does. Oh, and see how the high version does. Oh, and Hi, it spun up some sub agents in the Hi, it spun up some sub agents in the Hi, it spun up some sub agents in the background to do more hunting to get background to do more hunting to get background to do more hunting to get more data for future questions. Start more data for future questions. Start more data for future questions. Start with the same what's the primary user with the same what's the primary user with the same what's the primary user all with like quick answers which makes all with like quick answers which makes all with like quick answers which makes it really easy to go through just like 1 it really easy to go through just like 1 it really easy to go through just like 1 A, 2B, 3A, etc. Again, like the question A, 2B, 3A, etc. Again, like the question A, 2B, 3A, etc. Again, like the question asking tools in a lot of these harnesses asking tools in a lot of these harnesses asking tools in a lot of these harnesses and agents just aren't good enough to and agents just aren't good enough to and agents just aren't good enough to have the like question asking UI come have the like question asking UI come have the like question asking UI come up. This is a lot quicker to just blast up. This is a lot quicker to just blast up. This is a lot quicker to just blast through. So, one, I'm gonna say it's the through. So, one, I'm gonna say it's the through. So, one, I'm gonna say it's the autonomous app platform. Two, I'm going autonomous app platform. Two, I'm going autonomous app platform. Two, I'm going to say these two are the users that to say these two are the users that to say these two are the users that matter. Three, doesn't give me a simple matter. Three, doesn't give me a simple matter. Three, doesn't give me a simple answer, but I can just tell it what I answer, but I can just tell it what I answer, but I can just tell it what I don't want, which is uh agents should do don't want, which is uh agents should do don't want, which is uh agents should do everything other than payment details. everything other than payment details. everything other than payment details. Four, how much should lake bed own? Uh, Four, how much should lake bed own? Uh, Four, how much should lake bed own? Uh, own everything as needed. Five, which own everything as needed. Five, which own everything as needed. Five, which rule wins? The current guidance contains rule wins? The current guidance contains rule wins? The current guidance contains principles that will conflict. I want principles that will conflict. I want principles that will conflict. I want simple where possible but also rewrite simple where possible but also rewrite simple where possible but also rewrite where beneficial. Six. What's the where beneficial. Six. What's the where beneficial. Six. What's the product boundary? Should lake bed remain product boundary? Should lake bed remain product boundary? Should lake bed remain a real open and useful system while the a real open and useful system while the a real open and useful system while the hosted cloud platform is the production hosted cloud platform is the production hosted cloud platform is the production path? Uh local is only dev sim. That's path? Uh local is only dev sim. That's path? Uh local is only dev sim. That's nice and easy. And I'm already realizing nice and easy. And I'm already realizing nice and easy. And I'm already realizing that I need to clean up this project that I need to clean up this project that I need to clean up this project based on the simple quick start of this based on the simple quick start of this based on the simple quick start of this grilling section. Okay, I'm seeing the grilling section. Okay, I'm seeing the grilling section. Okay, I'm seeing the light. This is useful. I should have

light. This is useful. I should have light. This is useful. I should have tried this before. Let's keep going tried this before. Let's keep going tried this before. Let's keep going through these skills. Teach is one I've through these skills. Teach is one I've through these skills. Teach is one I've heard really good things about. This one heard really good things about. This one heard really good things about. This one is also disable model invocation. So you is also disable model invocation. So you is also disable model invocation. So you have to trigger this with /each. The have to trigger this with /each. The have to trigger this with /each. The users asked you to teach them something. users asked you to teach them something. users asked you to teach them something. This is a stateful request. They intend This is a stateful request. They intend This is a stateful request. They intend to learn the topic over multiple to learn the topic over multiple to learn the topic over multiple sessions. Interesting. Treat the current sessions. Interesting. Treat the current sessions. Interesting. Treat the current directory as a teaching workspace. The directory as a teaching workspace. The directory as a teaching workspace. The state of their learning is captured in state of their learning is captured in state of their learning is captured in this directory in several files. Very this directory in several files. Very this directory in several files. Very interesting. So, you're supposed to use interesting. So, you're supposed to use interesting. So, you're supposed to use the teaching skill in like its own the teaching skill in like its own the teaching skill in like its own folder. Huh. I want to read more from folder. Huh. I want to read more from folder. Huh. I want to read more from the top level. I feel like I am not the top level. I feel like I am not the top level. I feel like I am not going through this the right way. going through this the right way. going through this the right way. Interesting. One of the skills is ask Interesting. One of the skills is ask Interesting. One of the skills is ask Matt, which is specifically meant to Matt, which is specifically meant to Matt, which is specifically meant to help you figure out what skills or flows help you figure out what skills or flows help you figure out what skills or flows fit your situation. There's grill with fit your situation. There's grill with fit your situation. There's grill with docs, as we talked about before. Triage, docs, as we talked about before. Triage, docs, as we talked about before. Triage, which helps move issues through a state which helps move issues through a state which helps move issues through a state machine of triage roles. Improve machine of triage roles. Improve machine of triage roles. Improve codebase architecture. This is one I codebase architecture. This is one I codebase architecture. This is one I actually wanted to try. actually wanted to try. actually wanted to try. A lot of these are self-referential A lot of these are self-referential A lot of these are self-referential where like the codebase architecture one where like the codebase architecture one where like the codebase architecture one will say to run the codebase design will say to run the codebase design will say to run the codebase design skill in order to get the vocabulary skill in order to get the vocabulary skill in order to get the vocabulary present candidates as an HTML report.

present candidates as an HTML report. present candidates as an HTML report. Nice. Somebody likes HTML skills. I like Nice. Somebody likes HTML skills. I like Nice. Somebody likes HTML skills. I like this a lot. Condexmd vocabulary for the this a lot. Condexmd vocabulary for the this a lot. Condexmd vocabulary for the domain. domain. domain. Then it calls out grilling as well as Then it calls out grilling as well as Then it calls out grilling as well as domain modeling. Wayfinder is a fun one domain modeling. Wayfinder is a fun one domain modeling. Wayfinder is a fun one too for planning huge chunks of work. I too for planning huge chunks of work. I too for planning huge chunks of work. I also really like the separation in the also really like the separation in the also really like the separation in the docs between user invoked and model docs between user invoked and model docs between user invoked and model invoked because these are very invoked because these are very invoked because these are very different. Like these are effectively different. Like these are effectively different. Like these are effectively plugins that you call when you want them plugins that you call when you want them plugins that you call when you want them yourself. Model invoked is more steering yourself. Model invoked is more steering yourself. Model invoked is more steering the model to do different things in the model to do different things in the model to do different things in different ways. And these ones are very different ways. And these ones are very different ways. And these ones are very useful. Like I said mentioned before, useful. Like I said mentioned before, useful. Like I said mentioned before, the diagnosing bugs one has helped me a the diagnosing bugs one has helped me a the diagnosing bugs one has helped me a ton already. Wizard seems really cool ton already. Wizard seems really cool ton already. Wizard seems really cool too to walk human through steps only too to walk human through steps only too to walk human through steps only they can perform. This is super cool they can perform. This is super cool they can perform. This is super cool when like an agent can't access some when like an agent can't access some when like an agent can't access some dashboard it needs to or there's a dashboard it needs to or there's a dashboard it needs to or there's a pseudo call that it can't run. Wizard is pseudo call that it can't run. Wizard is pseudo call that it can't run. Wizard is a guide to help the agent set things up a guide to help the agent set things up a guide to help the agent set things up so that you can just run the one script so that you can just run the one script so that you can just run the one script and then handle things from there. Uh do and then handle things from there. Uh do and then handle things from there. Uh do I have this one? Because if I don't, I'm I have this one? Because if I don't, I'm I have this one? Because if I don't, I'm going to go add it now. I don't. I guess going to go add it now. I don't. I guess going to go add it now. I don't. I guess here I'll give you the spoiler of how I here I'll give you the spoiler of how I here I'll give you the spoiler of how I actually set up all of these things. I actually set up all of these things. I actually set up all of these things. I did all of this in a thread in T3 code did all of this in a thread in T3 code did all of this in a thread in T3 code in a repo that I already made called in a repo that I already made called in a repo that I already made called fleet where I manage all of my like fleet where I manage all of my like fleet where I manage all of my like skill files and things. So in here I'm skill files and things. So in here I'm skill files and things. So in here I'm going to do this specifically. I'm going going to do this specifically. I'm going going to do this specifically. I'm going to ask uh did we set up the wizard skill to ask uh did we set up the wizard skill to ask uh did we set up the wizard skill from Matt's repo? If not, set it up now.

from Matt's repo? If not, set it up now. from Matt's repo? If not, set it up now. Note that we have one more machine in Note that we have one more machine in Note that we have one more machine in the fleet to deal with. Well, cuz since the fleet to deal with. Well, cuz since the fleet to deal with. Well, cuz since I last worked on this, I added my new I last worked on this, I added my new I last worked on this, I added my new Mac Mini. So, I want to just give it a Mac Mini. So, I want to just give it a Mac Mini. So, I want to just give it a quick little hint that the new Mac Mini quick little hint that the new Mac Mini quick little hint that the new Mac Mini exists so that it will touch that as exists so that it will touch that as exists so that it will touch that as well. Apparently, I should have been well. Apparently, I should have been well. Apparently, I should have been reading the docs the whole time. My bad. reading the docs the whole time. My bad. reading the docs the whole time. My bad. Yeah, the getting started is the setup Yeah, the getting started is the setup Yeah, the getting started is the setup skills command which helps you like set skills command which helps you like set skills command which helps you like set up issue tracking and whatnot in a way up issue tracking and whatnot in a way up issue tracking and whatnot in a way that the skills will handle it. The main that the skills will handle it. The main that the skills will handle it. The main flow is to start with grill with docs, flow is to start with grill with docs, flow is to start with grill with docs, get interviewed about a plan and record get interviewed about a plan and record get interviewed about a plan and record the decisions. Then to spec, to turn the decisions. Then to spec, to turn the decisions. Then to spec, to turn into a spec, then to cut that into into a spec, then to cut that into into a spec, then to cut that into tickets for Jira, linear, GitHub issues, tickets for Jira, linear, GitHub issues, tickets for Jira, linear, GitHub issues, whatever you want to use, implement for whatever you want to use, implement for whatever you want to use, implement for actually building it. and then code actually building it. and then code actually building it. and then code review for reviewing it after. Shaping review for reviewing it after. Shaping review for reviewing it after. Shaping is fun for turning vague ideas into real is fun for turning vague ideas into real is fun for turning vague ideas into real executable plans. Wayfinder helps you executable plans. Wayfinder helps you executable plans. Wayfinder helps you chart a large effort as a map of chart a large effort as a map of chart a large effort as a map of decisions and settle them. Prototype is decisions and settle them. Prototype is decisions and settle them. Prototype is for actually like making designs and for actually like making designs and for actually like making designs and mocking things to see what you really mocking things to see what you really mocking things to see what you really want before you ship it. Just deletable want before you ship it. Just deletable want before you ship it. Just deletable code. And the research skill for getting code. And the research skill for getting code. And the research skill for getting cited answers from primary sources. I cited answers from primary sources. I cited answers from primary sources. I don't know if I would ever need that. I don't know if I would ever need that. I don't know if I would ever need that. I feel like the agents are pretty good at feel like the agents are pretty good at feel like the agents are pretty good at verifying their claims if you just ask.

verifying their claims if you just ask. verifying their claims if you just ask. Then we have improve codebase Then we have improve codebase Then we have improve codebase architecture. This one seems fun. architecture. This one seems fun. architecture. This one seems fun. Diagnosing bugs, resolving merge Diagnosing bugs, resolving merge Diagnosing bugs, resolving merge conflicts, triage, and wizard. I am conflicts, triage, and wizard. I am conflicts, triage, and wizard. I am excited to try out wizard. Productivity excited to try out wizard. Productivity excited to try out wizard. Productivity skills like grill me, handoff, two skills like grill me, handoff, two skills like grill me, handoff, two questionnaire, teach, wait what, and questionnaire, teach, wait what, and questionnaire, teach, wait what, and writing for agents. Then the reference writing for agents. Then the reference writing for agents. Then the reference skills like codebased design vocabulary skills like codebased design vocabulary skills like codebased design vocabulary for deep or designing deep modules, for deep or designing deep modules, for deep or designing deep modules, interpreting the words a project uses interpreting the words a project uses interpreting the words a project uses and writing them down. Domain modeling I and writing them down. Domain modeling I and writing them down. Domain modeling I think is a really helpful one. I've been think is a really helpful one. I've been think is a really helpful one. I've been in like writing down my own grammarss in like writing down my own grammarss in like writing down my own grammarss and like glosseries with agents in every and like glosseries with agents in every and like glosseries with agents in every project on like what terms we use to do project on like what terms we use to do project on like what terms we use to do different things. The idea of it being a different things. The idea of it being a different things. The idea of it being a skill does make sense to me. I am skill does make sense to me. I am skill does make sense to me. I am increasingly tempted to just install all increasingly tempted to just install all increasingly tempted to just install all of them, but I'm very happy with my of them, but I'm very happy with my of them, but I'm very happy with my current setup and I don't want to muddy current setup and I don't want to muddy current setup and I don't want to muddy it too much more. So, I'll continue it too much more. So, I'll continue it too much more. So, I'll continue doing what I normally do, which is just doing what I normally do, which is just doing what I normally do, which is just telling my agent to rip the parts I want telling my agent to rip the parts I want telling my agent to rip the parts I want and keep them in my fleet directory. and keep them in my fleet directory. and keep them in my fleet directory. This little fleet repo saved my ass so This little fleet repo saved my ass so This little fleet repo saved my ass so many times. While that is running, let's many times. While that is running, let's many times. While that is running, let's see the followup here. Okay, we got a see the followup here. Okay, we got a see the followup here. Okay, we got a bunch more questions.

bunch more questions. bunch more questions. Which form of simplicity matters most? Which form of simplicity matters most? Which form of simplicity matters most? Oh, this is brutal because I want all of Oh, this is brutal because I want all of Oh, this is brutal because I want all of these types of simplicity. God, this is these types of simplicity. God, this is these types of simplicity. God, this is this gets deep. I don't want to answer this gets deep. I don't want to answer this gets deep. I don't want to answer these questions. That's the point, isn't these questions. That's the point, isn't these questions. That's the point, isn't it? I I really don't want to have to it? I I really don't want to have to it? I I really don't want to have to answer this because my answer is all answer this because my answer is all answer this because my answer is all three of these. I want them all. Okay, I three of these. I want them all. Okay, I three of these. I want them all. Okay, I said I will begrudgingly pick a even said I will begrudgingly pick a even said I will begrudgingly pick a even though I want them all. What apps must though I want them all. What apps must though I want them all. What apps must lake bed support? A and B, not C. How do lake bed support? A and B, not C. How do lake bed support? A and B, not C. How do the two primary users divide control? If the two primary users divide control? If the two primary users divide control? If the developer and agent are both the developer and agent are both the developer and agent are both primary, what does each one own? So like primary, what does each one own? So like primary, what does each one own? So like who chooses architecture, data models, who chooses architecture, data models, who chooses architecture, data models, deploy timing, etc. Dev chooses nothing deploy timing, etc. Dev chooses nothing deploy timing, etc. Dev chooses nothing but app functionality. Cool. That's it. but app functionality. Cool. That's it. but app functionality. Cool. That's it. That is answered 10. Does everything That is answered 10. Does everything That is answered 10. Does everything include irreversible actions? Authorized include irreversible actions? Authorized include irreversible actions? Authorized agents be able to delete production agents be able to delete production agents be able to delete production data? Uh, yes. They should be able to do data? Uh, yes. They should be able to do data? Uh, yes. They should be able to do whatever. Where is the payment boundary whatever. Where is the payment boundary whatever. Where is the payment boundary will be sub plus monthly limits. Agents will be sub plus monthly limits. Agents will be sub plus monthly limits. Agents can use them as they please. 12. What can use them as they please. 12. What can use them as they please. 12. What must the local simulation preserve be?

must the local simulation preserve be? must the local simulation preserve be? Cool. This is great. I'm actually Cool. This is great. I'm actually Cool. This is great. I'm actually disagreeing with the recommended answers disagreeing with the recommended answers disagreeing with the recommended answers pretty often, too. This is pretty often, too. This is pretty often, too. This is actually going to help me. I'm annoyed. actually going to help me. I'm annoyed. actually going to help me. I'm annoyed. Now, this skill is on all my machines. Now, this skill is on all my machines. Now, this skill is on all my machines. Cool. Opus caught all the changes to my Opus caught all the changes to my systems. systems. systems. I know it's silly, but like all this I know it's silly, but like all this I know it's silly, but like all this text is so much more readable than older text is so much more readable than older text is so much more readable than older agentic stuff I was doing in like the agentic stuff I was doing in like the agentic stuff I was doing in like the same project with the same codebase and same project with the same codebase and same project with the same codebase and the same agents and models and the same agents and models and the same agents and models and everything. I asked a question and it everything. I asked a question and it everything. I asked a question and it gave me a direct answer. No, wizard was gave me a direct answer. No, wizard was gave me a direct answer. No, wizard was never set up. It ranked seventh in the never set up. It ranked seventh in the never set up. It ranked seventh in the previous report, but you only picked previous report, but you only picked previous report, but you only picked seven skills and it wasn't among them. seven skills and it wasn't among them. seven skills and it wasn't among them. It's installed now. Whereas like if I It's installed now. Whereas like if I It's installed now. Whereas like if I scroll back far enough to things from scroll back far enough to things from scroll back far enough to things from before I had these set up just like any before I had these set up just like any before I had these set up just like any old thread. Here's a recent changes old thread. Here's a recent changes old thread. Here's a recent changes summary. Here's a ready to share summary. Here's a ready to share summary. Here's a ready to share writeup. I treated landed as changes writeup. I treated landed as changes writeup. I treated landed as changes that reach main T3 code the last three that reach main T3 code the last three that reach main T3 code the last three days. Oh, this is it trying to like days. Oh, this is it trying to like days. Oh, this is it trying to like match my tone. Release publication now match my tone. Release publication now match my tone. Release publication now uses the job scoped GitHub token instead uses the job scoped GitHub token instead uses the job scoped GitHub token instead of competing for the ra the shared of competing for the ra the shared of competing for the ra the shared release app API quota fixing repeated release app API quota fixing repeated release app API quota fixing repeated nightly failures. Oh god, the M dash nightly failures. Oh god, the M dash nightly failures. Oh god, the M dash hell, I said push straight to his hell, I said push straight to his hell, I said push straight to his branch. Done. The follow-up commit is branch. Done. The follow-up commit is branch. Done. The follow-up commit is now on his PR branch directly. M dash now on his PR branch directly. M dash now on his PR branch directly. M dash 5561 shows us it's the fifth commit and 5561 shows us it's the fifth commit and 5561 shows us it's the fifth commit and the review bots are rerunning against the review bots are rerunning against the review bots are rerunning against the new head. His PR is still based on the new head. His PR is still based on the new head. His PR is still based on one merge behind the thread pageination one merge behind the thread pageination one merge behind the thread pageination PR landed since. It's still mergeable PR landed since. It's still mergeable PR landed since. It's still mergeable per GitHub, so no action needed.

per GitHub, so no action needed. per GitHub, so no action needed. Rebasing his branch under him felt more Rebasing his branch under him felt more Rebasing his branch under him felt more intrusive than the situation called for intrusive than the situation called for intrusive than the situation called for worth watching whether the effect worth watching whether the effect worth watching whether the effect service convention check goes green now. service convention check goes green now. service convention check goes green now. M dash that was the hard blocker and my M dash that was the hard blocker and my M dash that was the hard blocker and my context.reference reference approach is context.reference reference approach is context.reference reference approach is a light lighter remedy. Oh God, I can't a light lighter remedy. Oh God, I can't a light lighter remedy. Oh God, I can't even like read this and I'm trying to even like read this and I'm trying to even like read this and I'm trying to like read it out loud for you guys in a like read it out loud for you guys in a like read it out loud for you guys in a video. It's so much worse. God, life video. It's so much worse. God, life video. It's so much worse. God, life post slop is unbelievably cool. Oh god, post slop is unbelievably cool. Oh god, post slop is unbelievably cool. Oh god, I got another like 10 plus questions for I got another like 10 plus questions for I got another like 10 plus questions for me. I'm going to do this off stream, but me. I'm going to do this off stream, but me. I'm going to do this off stream, but I'm actually going to do it because I'm actually going to do it because I'm actually going to do it because these are good questions. This does these are good questions. This does these are good questions. This does remind me that I have a branch I was remind me that I have a branch I was remind me that I have a branch I was working on in T3 code that I'm I have working on in T3 code that I'm I have working on in T3 code that I'm I have new ideas for now, too. I was working on new ideas for now, too. I was working on new ideas for now, too. I was working on a skill manager feature in T3 code. a skill manager feature in T3 code. a skill manager feature in T3 code. Yeah, this cross computer skill manager Yeah, this cross computer skill manager Yeah, this cross computer skill manager page that I was working on to make it page that I was working on to make it page that I was working on to make it easy to just manage skills on your easy to just manage skills on your easy to just manage skills on your machines through like one layer. What I machines through like one layer. What I machines through like one layer. What I want is now is the ability to disable want is now is the ability to disable want is now is the ability to disable them and mass like to have groups of them and mass like to have groups of them and mass like to have groups of skills like the Pstack skills and the skills like the Pstack skills and the skills like the Pstack skills and the Matt PCO skills and be able to turn them Matt PCO skills and be able to turn them Matt PCO skills and be able to turn them all on and off or just turn on the ones all on and off or just turn on the ones all on and off or just turn on the ones I want. That would be so nice. Yep. The I want. That would be so nice. Yep. The I want. That would be so nice. Yep. The wizard skill has now appeared on all of wizard skill has now appeared on all of wizard skill has now appeared on all of my machines. Yay. I don't have anything my machines. Yay. I don't have anything my machines. Yay. I don't have anything that needs wizard right now, but I am that needs wizard right now, but I am that needs wizard right now, but I am very excited to try that one. It makes a very excited to try that one. It makes a very excited to try that one. It makes a ton of sense to me. I will say most of ton of sense to me. I will say most of ton of sense to me. I will say most of these skills feel more like prescribing these skills feel more like prescribing these skills feel more like prescribing like mental workflows and like giving like mental workflows and like giving like mental workflows and like giving you an easy entry point to try them out.

you an easy entry point to try them out. you an easy entry point to try them out. Especially stuff like the main flow Especially stuff like the main flow Especially stuff like the main flow section here with the grill with docs to section here with the grill with docs to section here with the grill with docs to spec to ticket implement code review. I spec to ticket implement code review. I spec to ticket implement code review. I don't necessarily want this much don't necessarily want this much don't necessarily want this much prescription on how I go step by step. prescription on how I go step by step. prescription on how I go step by step. Like I've been building my own workflows Like I've been building my own workflows Like I've been building my own workflows and they don't map quite as well to and they don't map quite as well to and they don't map quite as well to traditional stuff. There's a ton of good traditional stuff. There's a ton of good traditional stuff. There's a ton of good things that I'm grabbing from here. Like things that I'm grabbing from here. Like things that I'm grabbing from here. Like the wizard skill, the grilling skill is the wizard skill, the grilling skill is the wizard skill, the grilling skill is clearly super super useful. I'm going to clearly super super useful. I'm going to clearly super super useful. I'm going to play more with the codebased design and play more with the codebased design and play more with the codebased design and the like followup cleanup ones. I have the like followup cleanup ones. I have the like followup cleanup ones. I have heard wait what is really good as well heard wait what is really good as well heard wait what is really good as well as the writing for agents. The writing as the writing for agents. The writing as the writing for agents. The writing for agents one I've actually been using for agents one I've actually been using for agents one I've actually been using a bunch. Writing great skills was turned a bunch. Writing great skills was turned a bunch. Writing great skills was turned into writing for agents. This is useful into writing for agents. This is useful into writing for agents. This is useful because agents are really bad at writing because agents are really bad at writing because agents are really bad at writing instructions to other agents. If you let instructions to other agents. If you let instructions to other agents. If you let your agents write skills for you, write your agents write skills for you, write your agents write skills for you, write markdown for you, write prompts to sub markdown for you, write prompts to sub markdown for you, write prompts to sub agents for you, all those types of agents for you, all those types of agents for you, all those types of things, it can do a very bad job. So things, it can do a very bad job. So things, it can do a very bad job. So giving it better instructions on how to giving it better instructions on how to giving it better instructions on how to do it right sounds very compelling to do it right sounds very compelling to do it right sounds very compelling to me. Wait, what's another one that I'm me. Wait, what's another one that I'm me. Wait, what's another one that I'm really excited about? It pulls in really excited about? It pulls in really excited about? It pulls in simplify technical English which a simplify technical English which a simplify technical English which a dedicated video on this bit coming in in dedicated video on this bit coming in in dedicated video on this bit coming in in the near future. It's a simple skill the near future. It's a simple skill the near future. It's a simple skill that's user invoked and three lines that's user invoked and three lines that's user invoked and three lines long. The point is to get a simpler, long. The point is to get a simpler, long. The point is to get a simpler, easier to digest description of easier to digest description of easier to digest description of something when you get a response that something when you get a response that something when you get a response that makes no sense. He does call out that makes no sense. He does call out that makes no sense. He does call out that this only repairs one message. It this only repairs one message. It this only repairs one message. It doesn't prevent the next sloppy one. The doesn't prevent the next sloppy one. The doesn't prevent the next sloppy one. The solution and the cure for this type of solution and the cure for this type of solution and the cure for this type of jargon is a shared language built up jargon is a shared language built up jargon is a shared language built up front using the grill me with docs front using the grill me with docs front using the grill me with docs skill. Reach for wait what when you skill. Reach for wait what when you skill. Reach for wait what when you don't have that setup done yet. I am don't have that setup done yet. I am don't have that setup done yet. I am very excited for wizard. I'm going to be very excited for wizard. I'm going to be very excited for wizard. I'm going to be using that a ton. I I I can think of using that a ton. I I I can think of using that a ton. I I I can think of like four things I should have used it

like four things I should have used it like four things I should have used it for yesterday. I really like how he's for yesterday. I really like how he's for yesterday. I really like how he's documenting all of this stuff. Like this documenting all of this stuff. Like this documenting all of this stuff. Like this is a good docs page. There's a lot to is a good docs page. There's a lot to is a good docs page. There's a lot to learn from here in the best sense. Here learn from here in the best sense. Here learn from here in the best sense. Here we are. Wait, what? Super simple. And we are. Wait, what? Super simple. And we are. Wait, what? Super simple. And again, it disable invocation. It means again, it disable invocation. It means again, it disable invocation. It means you just type in the one skill you just type in the one skill you just type in the one skill invocation with the slash command, invocation with the slash command, invocation with the slash command, dollar sign, whatever. Wait, not m dash. dollar sign, whatever. Wait, not m dash. dollar sign, whatever. Wait, not m dash. Ah, I almost want to make a dm d-ashed Ah, I almost want to make a dm d-ashed Ah, I almost want to make a dm d-ashed Matt Pocco skills fork where it's just Matt Pocco skills fork where it's just Matt Pocco skills fork where it's just the exact same repo but all the m dashes the exact same repo but all the m dashes the exact same repo but all the m dashes removed the description. Stop that last removed the description. Stop that last removed the description. Stop that last did not land. M dash repitch it. God, I did not land. M dash repitch it. God, I did not land. M dash repitch it. God, I I almost want to see how many m dashes I almost want to see how many m dashes I almost want to see how many m dashes are in this project. Yes, it's just one are in this project. Yes, it's just one are in this project. Yes, it's just one reject move at all. I know. This is one reject move at all. I know. This is one reject move at all. I know. This is one I was actually really excited about. The I was actually really excited about. The I was actually really excited about. The the writing for agents. Oh, this one's the writing for agents. Oh, this one's the writing for agents. Oh, this one's long. Good. It should be reference for long. Good. It should be reference for long. Good. It should be reference for writing any document that an agent writing any document that an agent writing any document that an agent consumes. a skill, an agent or clot MD, consumes. a skill, an agent or clot MD, consumes. a skill, an agent or clot MD, a dock reached by a pointer. I've mostly a dock reached by a pointer. I've mostly a dock reached by a pointer. I've mostly been using this for prompting sub aents been using this for prompting sub aents been using this for prompting sub aents and it's been very helpful there. Too and it's been very helpful there. Too and it's been very helpful there. Too many M dashes still. When the document many M dashes still. When the document many M dashes still. When the document you're writing is a skill, read the you're writing is a skill, read the you're writing is a skill, read the skill mechanics MD file for front skill mechanics MD file for front skill mechanics MD file for front matter, invocation choice, and router matter, invocation choice, and router matter, invocation choice, and router skills. Context pointers. Context skills. Context pointers. Context skills. Context pointers. Context pointers are reference held in the pointers are reference held in the pointers are reference held in the agents context that names some out of agents context that names some out of agents context that names some out of context material and encodes the context material and encodes the context material and encodes the condition for reaching it. The skills condition for reaching it. The skills condition for reaching it. The skills description is one. A line in agent MD description is one. A line in agent MD description is one. A line in agent MD naming a dock is the same object. A naming a dock is the same object. A naming a dock is the same object. A pointer's wording, not its target.

pointer's wording, not its target. pointer's wording, not its target. Decides when an agent reaches the Decides when an agent reaches the Decides when an agent reaches the material and how reliably. A must-have material and how reliably. A must-have material and how reliably. A must-have target behind a weakly worded pointer is target behind a weakly worded pointer is target behind a weakly worded pointer is a variance bug. This is unreadable. I a variance bug. This is unreadable. I a variance bug. This is unreadable. I mean, I'm not surprised, but god damn. mean, I'm not surprised, but god damn. mean, I'm not surprised, but god damn. Ow. Versus unslopped. Just a chunk of Ow. Versus unslopped. Just a chunk of Ow. Versus unslopped. Just a chunk of it. No. it. No. it. No. No. No. No. I don't trust these anymore. Does it I don't trust these anymore. Does it I don't trust these anymore. Does it just see markdown as AI generated? Is just see markdown as AI generated? Is just see markdown as AI generated? Is that my problem here? Cool. I passed that my problem here? Cool. I passed that my problem here? Cool. I passed 100% human written. Yeah, very likely 100% human written. Yeah, very likely 100% human written. Yeah, very likely all of these were written by AI, which all of these were written by AI, which all of these were written by AI, which is annoying because I have had not great is annoying because I have had not great is annoying because I have had not great luck with AI written stuff. I'm amazed luck with AI written stuff. I'm amazed luck with AI written stuff. I'm amazed that the unslop one is allegedly AI that the unslop one is allegedly AI that the unslop one is allegedly AI though because that skill read very though because that skill read very though because that skill read very easily and was very dense and well easily and was very dense and well easily and was very dense and well written. I will say regardless of if written. I will say regardless of if written. I will say regardless of if they're both AI generated, I find Pstack they're both AI generated, I find Pstack they're both AI generated, I find Pstack writing to be a lot more readable and writing to be a lot more readable and writing to be a lot more readable and also the behaviors from these skills to also the behaviors from these skills to also the behaviors from these skills to be a lot more applicable for my be a lot more applicable for my be a lot more applicable for my day-to-day. The arena one has been super day-to-day. The arena one has been super day-to-day. The arena one has been super fun. Fan out parallel attempts at the fun. Fan out parallel attempts at the fun. Fan out parallel attempts at the same task. Read every candidate end to same task. Read every candidate end to same task. Read every candidate end to end. Pick the strongest as the base.

end. Pick the strongest as the base. end. Pick the strongest as the base. Graph the best ideas from the others Graph the best ideas from the others Graph the best ideas from the others into it. Verify the synthesized results. into it. Verify the synthesized results. into it. Verify the synthesized results. This has been a very fun skill for those This has been a very fun skill for those This has been a very fun skill for those of us who are uh token burners because of us who are uh token burners because of us who are uh token burners because we have a bunch of usage to get through. we have a bunch of usage to get through. we have a bunch of usage to get through. Start a to-do list with one entry per Start a to-do list with one entry per Start a to-do list with one entry per phase before launching anything. The phase before launching anything. The phase before launching anything. The arena runs autonomously and the list arena runs autonomously and the list arena runs autonomously and the list keeps phases from silently disappearing. keeps phases from silently disappearing. keeps phases from silently disappearing. Frame, fan out, cross judge, pick, Frame, fan out, cross judge, pick, Frame, fan out, cross judge, pick, graft, verify, then descriptions of each graft, verify, then descriptions of each graft, verify, then descriptions of each phase. Surprisingly little text for how phase. Surprisingly little text for how phase. Surprisingly little text for how much this does. Like this one scale has much this does. Like this one scale has much this does. Like this one scale has cost me hundreds of dollars of inference cost me hundreds of dollars of inference cost me hundreds of dollars of inference because it just does the same thing because it just does the same thing because it just does the same thing multiple times. This writeup is very multiple times. This writeup is very multiple times. This writeup is very much tied to cursor specifically, which much tied to cursor specifically, which much tied to cursor specifically, which is the biggest issue with Pstack. I is the biggest issue with Pstack. I is the biggest issue with Pstack. I honestly would be pumped if somebody honestly would be pumped if somebody honestly would be pumped if somebody like cloned all the Pstack skills in a like cloned all the Pstack skills in a like cloned all the Pstack skills in a generic not cursor specific way because generic not cursor specific way because generic not cursor specific way because there's so much gold in here, but a there's so much gold in here, but a there's so much gold in here, but a handful of these are just a little too handful of these are just a little too handful of these are just a little too cursory. She did also pull the bro skill cursory. She did also pull the bro skill cursory. She did also pull the bro skill from uh I believe it was originally from uh I believe it was originally from uh I believe it was originally Dylan Moy, the effect and functional Dylan Moy, the effect and functional Dylan Moy, the effect and functional programming JavaScript guy. Restate your programming JavaScript guy. Restate your programming JavaScript guy. Restate your me last message. Stop using jargon and me last message. Stop using jargon and me last message. Stop using jargon and speak coherently. State it more simply speak coherently. State it more simply speak coherently. State it more simply and concisely like one human talking to and concisely like one human talking to and concisely like one human talking to another. I think this is basically another. I think this is basically another. I think this is basically identical to wait what? Yep, pretty much identical to wait what? Yep, pretty much identical to wait what? Yep, pretty much identical. Also, one of the few that identical. Also, one of the few that identical. Also, one of the few that potato has is disable in vacation, which potato has is disable in vacation, which potato has is disable in vacation, which is interesting. She normally just lets is interesting. She normally just lets is interesting. She normally just lets the model do its thing. Blast radius is the model do its thing. Blast radius is the model do its thing. Blast radius is awesome, too. I've been using this one a awesome, too. I've been using this one a awesome, too. I've been using this one a ton. Find what a change breaks somewhere ton. Find what a change breaks somewhere ton. Find what a change breaks somewhere else before it chips. Use blast radius else before it chips. Use blast radius else before it chips. Use blast radius of X. What could this break? Or of X. What could this break? Or of X. What could this break? Or reviewing a small diff that you don't reviewing a small diff that you don't reviewing a small diff that you don't trust. comparison or companion to how trust. comparison or companion to how trust. comparison or companion to how and why. How tells you what the code

and why. How tells you what the code and why. How tells you what the code does. Why tells you why it's shaped that does. Why tells you why it's shaped that does. Why tells you why it's shaped that way. Blast radius tells you what it way. Blast radius tells you what it way. Blast radius tells you what it breaks somewhere else. I hope this calls breaks somewhere else. I hope this calls breaks somewhere else. I hope this calls out you can't trust your own writeup. out you can't trust your own writeup. out you can't trust your own writeup. Specifically saying that like the Specifically saying that like the Specifically saying that like the history of this thread is not history of this thread is not history of this thread is not trustworthy. So don't hand back the trustworthy. So don't hand back the trustworthy. So don't hand back the write up. Find the one or two facts the write up. Find the one or two facts the write up. Find the one or two facts the whole thing depends on and prove them by whole thing depends on and prove them by whole thing depends on and prove them by running code. This one is great and has running code. This one is great and has running code. This one is great and has cpped a couple things that would have cpped a couple things that would have cpped a couple things that would have been miserable if I didn't have it. It been miserable if I didn't have it. It been miserable if I didn't have it. It also calls out that it should write the also calls out that it should write the also calls out that it should write the response through unslop to make sure response through unslop to make sure response through unslop to make sure that it's not a mess. This is great. I that it's not a mess. This is great. I that it's not a mess. This is great. I didn't want this to be like a one or the didn't want this to be like a one or the didn't want this to be like a one or the other thing where it's like P stack other thing where it's like P stack other thing where it's like P stack versus poc skills. I didn't intend for versus poc skills. I didn't intend for versus poc skills. I didn't intend for it to be that at all, but I am much more it to be that at all, but I am much more it to be that at all, but I am much more philosophically aligned with what Potato philosophically aligned with what Potato philosophically aligned with what Potato is cooking over here. Oh yeah, she also is cooking over here. Oh yeah, she also is cooking over here. Oh yeah, she also has the show me your work skill, which has the show me your work skill, which has the show me your work skill, which is really cool if you ever want to is really cool if you ever want to is really cool if you ever want to understand why an agent did something to understand why an agent did something to understand why an agent did something to like keep track of what's going on. Keep like keep track of what's going on. Keep like keep track of what's going on. Keep a reviewable decision trail for long a reviewable decision trail for long a reviewable decision trail for long running and unattended work. A TSV log running and unattended work. A TSV log running and unattended work. A TSV log with one row per decision. What? Why? with one row per decision. What? Why? with one row per decision. What? Why? Evidence and result. Local by default. Evidence and result. Local by default. Evidence and result. Local by default. Commit it when a reviewer needs the Commit it when a reviewer needs the Commit it when a reviewer needs the trail to trust the result. Use for/ow trail to trust the result. Use for/ow trail to trust the result. Use for/ow your work. Autonomous or multi-phase your work. Autonomous or multi-phase your work. Autonomous or multi-phase runs or work a human reviews after runs or work a human reviews after runs or work a human reviews after stepping away. Gives it a format on how stepping away. Gives it a format on how stepping away. Gives it a format on how to log its work and its decision-making to log its work and its decision-making to log its work and its decision-making process all in a simple TSV format that process all in a simple TSV format that process all in a simple TSV format that is easy to like read and do in other is easy to like read and do in other is easy to like read and do in other things. One row is one decision or things. One row is one decision or things. One row is one decision or checkpoint. If it doesn't fit one line, checkpoint. If it doesn't fit one line, checkpoint. If it doesn't fit one line, the decision isn't crisp yet. Append the decision isn't crisp yet. Append the decision isn't crisp yet. Append only. A wrong call gets a new row that only. A wrong call gets a new row that only. A wrong call gets a new row that supersedes it. Refer evidence produced supersedes it. Refer evidence produced supersedes it. Refer evidence produced by committed scripts over handmade by committed scripts over handmade by committed scripts over handmade one-offs so reviewer can rerun it.

one-offs so reviewer can rerun it. one-offs so reviewer can rerun it. Interesting. This one seems really cool. Interesting. This one seems really cool. Interesting. This one seems really cool. Actually, I'm going to play with this Actually, I'm going to play with this Actually, I'm going to play with this more later. This video is supposed to be more later. This video is supposed to be more later. This video is supposed to be an overview, but what you're getting an overview, but what you're getting an overview, but what you're getting instead is my actual process. I did instead is my actual process. I did instead is my actual process. I did pretty much exactly everything you're pretty much exactly everything you're pretty much exactly everything you're seeing here, but with slightly less seeing here, but with slightly less seeing here, but with slightly less depth a few days ago, and that's how I depth a few days ago, and that's how I depth a few days ago, and that's how I found the cool skills that I did find. found the cool skills that I did find. found the cool skills that I did find. And this is what you should be doing as And this is what you should be doing as And this is what you should be doing as well. You shouldn't just blindly install well. You shouldn't just blindly install well. You shouldn't just blindly install a bunch of when you could take the a bunch of when you could take the a bunch of when you could take the time to read the things that map up to time to read the things that map up to time to read the things that map up to the work you do and how you do things the work you do and how you do things the work you do and how you do things and pull over the parts that you and pull over the parts that you and pull over the parts that you actually want. And it all should start actually want. And it all should start actually want. And it all should start with something small like grab the one with something small like grab the one with something small like grab the one you like. I think everyone should have you like. I think everyone should have you like. I think everyone should have unslop at this point. This skill has unslop at this point. This skill has unslop at this point. This skill has fundamentally changed my willingness to fundamentally changed my willingness to fundamentally changed my willingness to read the things that my agents say to read the things that my agents say to read the things that my agents say to me. It's been great. God, this video me. It's been great. God, this video me. It's been great. God, this video could be hours long or it could be a could be hours long or it could be a could be hours long or it could be a 45se secondond short. It could be a lot 45se secondond short. It could be a lot 45se secondond short. It could be a lot of different things. It isn't quite what of different things. It isn't quite what of different things. It isn't quite what I expected it or wanted it to be, but I I expected it or wanted it to be, but I I expected it or wanted it to be, but I hope you can get some good takeaways hope you can get some good takeaways hope you can get some good takeaways from it still. The first thing you from it still. The first thing you from it still. The first thing you should do is you should grab your agent should do is you should grab your agent should do is you should grab your agent and you should open it up and tell it and you should open it up and tell it and you should open it up and tell it about Pack and tell it about Matt Poclls about Pack and tell it about Matt Poclls about Pack and tell it about Matt Poclls and ask it to look through them and then and ask it to look through them and then and ask it to look through them and then look through your histories and figure look through your histories and figure look through your histories and figure out what makes sense based on what you out what makes sense based on what you out what makes sense based on what you do. Maybe you should install the unslop do. Maybe you should install the unslop do. Maybe you should install the unslop skill before that though because then skill before that though because then skill before that though because then you'll actually want to read the you'll actually want to read the you'll actually want to read the responses you get. Afterwards, you responses you get. Afterwards, you responses you get. Afterwards, you should look through that. You should should look through that. You should should look through that. You should read the markdown for the skills you're read the markdown for the skills you're read the markdown for the skills you're installing before you install them. Then installing before you install them. Then installing before you install them. Then you should decide which ones you want.

you should decide which ones you want. you should decide which ones you want. You can tell your agent to set it up. You can tell your agent to set it up. You can tell your agent to set it up. You can do a single repo that represents You can do a single repo that represents You can do a single repo that represents all your skills like I do. I think it's all your skills like I do. I think it's all your skills like I do. I think it's really powerful. You have a lot of really powerful. You have a lot of really powerful. You have a lot of options here for how you choose to options here for how you choose to options here for how you choose to manage all of this, but you should be manage all of this, but you should be manage all of this, but you should be managing it. You shouldn't be blindly managing it. You shouldn't be blindly managing it. You shouldn't be blindly copying someone else's setup. You copying someone else's setup. You copying someone else's setup. You shouldn't be running commands that shouldn't be running commands that shouldn't be running commands that install 500 skills you don't know install 500 skills you don't know install 500 skills you don't know anything about. You should take this anything about. You should take this anything about. You should take this opportunity to refine your toolbox based opportunity to refine your toolbox based opportunity to refine your toolbox based on what you see working for others and on what you see working for others and on what you see working for others and what you try setting up yourself. You what you try setting up yourself. You what you try setting up yourself. You should, based on your own history and should, based on your own history and should, based on your own history and your own usage, make subtle adjustments your own usage, make subtle adjustments your own usage, make subtle adjustments and changes. And you shouldn't be scared and changes. And you shouldn't be scared and changes. And you shouldn't be scared of editing these files. I've noticed a of editing these files. I've noticed a of editing these files. I've noticed a lot of people are scared of opening up lot of people are scared of opening up lot of people are scared of opening up their Claude files and like the Claude their Claude files and like the Claude their Claude files and like the Claude and the agents directory on their and the agents directory on their and the agents directory on their machines. That's silly and you have to machines. That's silly and you have to machines. That's silly and you have to get over it because there is so much get over it because there is so much get over it because there is so much cool you can do the moment you cool you can do the moment you cool you can do the moment you start digging in and playing with these start digging in and playing with these start digging in and playing with these things. You got to be willing to edit things. You got to be willing to edit things. You got to be willing to edit those files. I joke now that the only those files. I joke now that the only those files. I joke now that the only time I open my code editor is to edit time I open my code editor is to edit time I open my code editor is to edit markdown files, but like it's barely a markdown files, but like it's barely a markdown files, but like it's barely a joke at this point. It's markdown files joke at this point. It's markdown files joke at this point. It's markdown files and environment variables at this point. and environment variables at this point. and environment variables at this point. And it has helped a ton. It's one of the And it has helped a ton. It's one of the And it has helped a ton. It's one of the biggest shifts that has allowed me to do biggest shifts that has allowed me to do biggest shifts that has allowed me to do way more parallel agent work. It's a way more parallel agent work. It's a way more parallel agent work. It's a huge part of why I was able to ship so huge part of why I was able to ship so huge part of why I was able to ship so many PRs with so little breakage over many PRs with so little breakage over many PRs with so little breakage over the last weekend. The way I work is the last weekend. The way I work is the last weekend. The way I work is really different now. And it's largely really different now. And it's largely really different now. And it's largely because I took the time to go deeper in because I took the time to go deeper in because I took the time to go deeper in these directories and pull together these directories and pull together these directories and pull together skills for myself and others that make skills for myself and others that make skills for myself and others that make sense for the work that I do. And I hope sense for the work that I do. And I hope sense for the work that I do. And I hope this inspires you to go do the same.

this inspires you to go do the same. this inspires you to go do the same. Explore these collections of skills Explore these collections of skills Explore these collections of skills people have published. Don't blindly people have published. Don't blindly people have published. Don't blindly install them. Poke around at them. Try install them. Poke around at them. Try install them. Poke around at them. Try them out. Pull the parts you like, them out. Pull the parts you like, them out. Pull the parts you like, ignore the parts you don't. Play. I ignore the parts you don't. Play. I ignore the parts you don't. Play. I think I've said all I have to here. think I've said all I have to here. think I've said all I have to here. There's some really good stuff in Matt There's some really good stuff in Matt There's some really good stuff in Matt Skills and even more good stuff in Skills and even more good stuff in Skills and even more good stuff in potato skills. Check both out and maybe potato skills. Check both out and maybe potato skills. Check both out and maybe make some of your own, too. I'm curious make some of your own, too. I'm curious make some of your own, too. I'm curious how this affects your workflows. Let me how this affects your workflows. Let me how this affects your workflows. Let me know. And until next time, peace nerds.