the most powerful AI tool.
Jake Van Clief · 435 words · 2 min read · EN-ORIG

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You have the most powerful AI tool, and it's sitting on your computer right now. Nobody tells you about it because there's nothing to sell. I'll tell you what it is, but first I need to explain the problem. You have this AI model, but it needs to get through the context wall. And the context wall isn't a real
wall, it's just this imaginary wall of how to organize all of your data and processes inside of your company, so that the AI model doesn't screw up anything and it remembers everything properly. Currently, people are using agentic frameworks to solve that problem. Don't get me wrong, there's a lot of great tools out there, but
there's an even better one that's completely free and ready to use right now. Anthropic, one of the largest AI companies in the world, knows this. Heard about agent skills, they're the ones that built them for this reason. Context wall from earlier? Well, think about your company as workflows. So, the context of instructions, data, and tools
is usually stored within the context of workflows. Imagine each of these numbers is an employee. Employee one, two, and three. Each of them has a different workflow that they use the company's instructions, data, or tools. Now, let's assume all of them have access to Claude code. They're using open code and an open-source model like Gemma. Now, they
need to feed it information such as instructions or tools to get it to do parts of their tasks in a workflow. Instead of creating a crazy LangGraph harness, Anthropic decided to toss all that information into a folder. Shins are the skill.md. The data and tools can be found with the script.py. Every workflow or task, there
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