The Most Popular AI Coding Skills Right Now

Program With Erik| 00:08:28|Jun 15, 2026
Chapters8
Agent Skills are a way to give more information to your coding agent, and the speaker highlights popular options and his favorites to get started.

Erik spotlighted the top AI coding skills and agents to try, from Andre Karpathy-inspired prompts to G Stack, AWS agent toolkit, and beyond, with practical tips and caveats.

Summary

Program With Erik dives into the world of Agent Skills, highlighting the most popular AI coding skills you should consider today. He kicks off with the Andre Karpathy-inspired skills, noting their 175,000+ stars and four core steps, including goal-driven execution that loops until success criteria are met. Next, Erik covers Matt Pocock’s skills (over 130,000 stars) and the popular {slash} grill me with docs variant, which asks clarifying questions and analyzes your domain and file structure. He also mentions other useful options like test-driven development and the ‘two issues’ concept for independently grabbable tasks. The Caveman skill is recommended for reducing token usage, followed by G Stack by Garry Tan (over 110,000 stars) with office hour features and specialist-style skills. Erik then introduces the brand-new AWS Agent Toolkit, highlighting Kiro as his favorite, and notes it includes an MCP server to streamline AWS work across CLI, web, and IDE. He pairs Superpowers (228,000 stars) as a strong spec-driven development wrapper with built-in brainstorming and a web server view, and Get Ship Done (GSD Core) as another integrated spec-driven option. An honorary mention goes to Vue.js AI Skills (community version) and skills.sh as a discovery resource, with a closing reminder to read skill code before installing and beware of symbolic link issues in Cura IDE. Erik ends by inviting viewer questions and sharing the links in the description.

Key Takeaways

  • Andre Karpathy-inspired skills have around 175,000 stars and emphasize minimal code, surgical changes, and goal-driven execution that loops until success criteria are met.
  • Matt Pocock’s skills (130k+ stars) include {slash} grill me with docs, which asks clarifying questions and analyzes domain structure to improve task qualification.
  • Caveman is a token-optimization skill that ultra-compresses communication to reduce token usage over time.
  • G Stack by Garry Tan (110k+ stars) offers a suite of specialist agents (debuggers, testers, QA leads, performance engineers) and an office-hour style approach.
  • AWS Agent Toolkit is brand new and includes Kiro, an MCP server, and multi-service support for AWS workflows across CLI, web, and IDE.
  • Superpowers (228k+ stars) provides a strong spec-driven development wrapper with a built-in web server for live visualization during app creation.
  • GSD Core (Get Ship Done) is another heavy wrapper that tightly integrates spec-driven development from requirements to implementation.

Who Is This For?

developers who want to accelerate AI-assisted coding, especially those exploring agent-based workflows, spec-driven patterns, or AWS-integrated tooling. It’s particularly helpful for teams weighing which skills to install and how to balance token usage with performance.

Notable Quotes

"“The four different steps… minimum code that solves the problem, surgical changes, and the one I like the best is this goal-driven execution.”"
Describes the core philosophy behind the Andre Karpathy-inspired skills.
"“{slash} grill me with docs is like an upgraded of {slash} grill me… it looks at the domain and the file structure and the docs that are already in there.”"
Explains how Matt Pocock’s grill me with docs enhances task qualification.
"“This caveman skill… ultra compresses your communication mode and reduces the token usage.”"
Highlights the token-efficiency value of Caveman.
"“G Stack… has the office hour skill and all these skills as if you’re different specialists.”"
Describes the specialist-agent approach in Garry Tan’s G Stack.
"“The next two I want to talk about are these almost like spec-driven development wrappers…”"
Intro to Superpowers and GSD Core as spec-driven wrappers.

Questions This Video Answers

  • What are the best AI coding skills to install for a coding agent in 2024-2025?
  • How does the grill me with docs skill improve task clarification for coding agents?
  • Can Caveman really reduce token usage in AI agents over the long term?
  • What makes G Stack by Garry Tan valuable for AI-assisted development?
  • How do AWS Agent Toolkit and Kiro integrate for AWS workflows with agents?
Agent SkillsAndre Karpathy skillsMatt Pocock skills{slash} grill me{slash} grill me with docsCaveman skillG StackGarry TanAWS Agent ToolkitKiro (CLI/IDE)','Superpowers','GSD Core','Vue.js AI Skills','skills.sh
Full Transcript
It's really amazing. There are some GitHub projects out there that have more stars than Vue.js and the repos are not that old. What I'm talking about today is Agent Skills. Now, Agent Skills are a way that you can give more information to your coding agent and they have become wildly popular. I'm going to show you my favorite skills that I use every day and the ones that I think maybe you should avoid. So, watch all the way to the end. The first I want to give out is a shout out to the Andre Karpathy skills. It has 175,000 stars, which is crazy. It the repo isn't that old and by the way, this isn't actually created by the Andre Karpathy. It actually is just inspired by him. Essentially, it comes down to this one markdown file. Now, you can install this using agents.md or as a claw.md or as a skills file itself. Now, one thing that makes it worth installing is it has these four different steps. So, as your coding agent is going through and you're asking questions, you always want it to think before coding, make sure things are very simple, so minimum code that solves the problem, that you do surgical changes instead of making a whole bunch of different changes, and the one I like the best is this goal-driven execution. What this says is going to have a success criteria and it will loop until it's verified. So, you can have it validate your tasks that you're adding, you can fix your bugs, but basically it's going to loop and make sure it is correct. So, I would highly try to install this as either the agents.md file that gets loaded every time the coding agent works or as a skill itself. The next one I would highly recommend is Matt Pocock's skills. It has over 130,000 stars as of this recording and he has been doing a lot of videos on this. If you don't know, he's a popular YouTuber. He has used to do a lot of TypeScript videos, and now he is doing all videos on AI. And you can install it using this NPX skills. And there's a whole bunch of different skills that are installed. Pretty much the most popular one that he's been known for recently is the {slash} grill me and {slash} grill me with docs. {slash} grill me with docs is like an upgraded of {slash} grill me. So, it works when you start asking tasks to your coding agent, it'll start grilling you or asking you clarifying questions about the task you want it to do. And then grill me with docs also has some nice new things where it's going to look at the domain and the file structure and the docs that are already in there. So, it asks better qualifying questions. There's also other skills that I would recommend. He has a ton of different ones, so you may want to try out the test-driven development one. He also has this idea of of two issues, so you can break any plan spec or PRD into an independently grabbable GitHub issues. He actually famously doesn't really like spec-driven development, but he has tools to help you if you're using that flow. The one I think is also really popular is the {slash} caveman. Because the token economics we're seeing nowadays with coding agents becoming more expensive and tokens becoming more expensive, you can use this caveman skill that that actually ultra compresses your communication mode and reduces the token usage. Now, when I've tried it, I've noticed a little bit or slight token decrease in usage. I haven't seen it be a huge. However, I would imagine if you use this over a long period of time, it is going to save you tokens. So, I would try this caveman out if that's important to you. And then just try out some of the other skills and see what you like. Another one that's really popular is this one called G stack. It has over 110,000 stars and it's by Garry Tan. If you don't know Garry Tan, he is of Y Combinator fame. He is the president and CEO of Y Combinator and this is the agents that he has been using. So, you can kind of take a look here. He has the office hour skill. It asks you kind of qualifying questions or clarifying questions almost like Matt Pocock skills. And then he has all these skills as if you're different specialists. I really think this is the future where we're going to use spec driven development for these big features, but when we get down to the implementation part, we're going to use different agents that act as different types of people. So, in this case he has all sorts of different ones from debuggers to testers to QA leads to performance engineers. Your mileage may vary. This is also going to use a bunch of a bunch of tokens, but it's worth trying out. And by the way, I'll make sure I put a link to all these in the description below. The next one I want to highlight is the agent toolkit for AWS. This is brand new. We just released this recently. Caveat, I am a senior developer advocate at AWS, so just want to get that out of the way. Even if you don't use AWS, I would install this so that way you have it available for later if you want to use AWS services in the future. It supports all the different coding agents out there including Claude Code Cursor and of course my favorite Kiro. Kiro is an agentic coding agent for the CLI, web and IDE. So, this has a ton of different skills that you can use to work with AWS services. It's going to detect when you ask it different questions to build different stuff and on AWS. It also includes an MCP server. Basically, everything you need to build an AWS in one place. Definitely recommend to install it. Link will be in the description. The next two I want to talk about are these almost like spec-driven development wrappers that give you some more things. The first one is called Superpowers. It has 228,000 stars on GitHub. It works with a bunch of different coding agents. You can can get it working with Kiro as well if you like. I tried this out. It really felt like spec-driven development. It even has this built-in web server that you can refer to as it's creating your app to see what's going to look like, which is really neat. And it's really walk walks you through. I was using the brainstorming one. It really walks you through like getting your idea, asking you clarifying questions, showing you the interface, building the spec file spec files and maybe the implementation, the design, the requirements, and then actually implementing it. So, it it's it's a very fully featured. If you want to use it in Kiro, by the way, you can do that. I would use the Opera Superpowers Opera. It's NPX Skill-X. Uh you can install it with Kiro as well using this. There's the other one that uh I've seen a lot of interest in. It's also kind of a wrapper around the spec-driven development is this GSD Core, which is Get Ship Done. And it's another really heavy framework. You can use it to build your app from scratch or build a feature. It's very integrated into the spec-driven development, so it's going to help you create requirements and your specifications, uh design, and then implementation details. It's also very popular. And there's also different forks of this as well. If you don't like this GSD Core that you might want to check out. I mentioned this in a previous video, and this is an honorary mention here. If you're using Vue, this Vue.js AI Skills is the community version of this. It's not the official one, but I think in the future it's going to become the official Vue.js Skills. It's experimental. But this is everything you need to use when you're using View. Uh it has a lot of great information in it. And then of course skills.sh, use this website to find more skills, try to experiment with them. Be careful though that some people put some malicious things inside skills. Always read them through before you install them just in case. And by the way, if you use this, there is a a bug I found in only the Cura IDE. The Cura CLI works fine, but if you're using Cura IDE, don't do symbolic links right now if you're installing skills. They just don't work. We have that open right now. So, I hope you guys learned a little bit about skills and the ones that I recommend. What ones are you using? Leave a comment below, and then make sure you share this with a friend and subscribe. I really appreciate it. Thanks.

Get daily recaps from
Program With Erik

AI-powered summaries delivered to your inbox. Save hours every week while staying fully informed.