Yeah. And my prompts they kept repeating. Uh so I had this idea to let to to let Claude analyze my cache and see uh so it analyzed it 116 sessions and it classified everything in six categories. Comprehension, modification, process, review generation, and other. And guess what? This impressed even me. Uh oops. So, 67% of my AI usage was comprehension and only 2% code generation. So, this I was very surprised. >> [laughter] >> So, because my prompts kept repeating, repeating, I created a skill for me. This is skill it's locally in my computer. I could share it with someone if I wish, but I use this is for me here and it's called catch me up. Um that is structures those comprehension questions in two six exploration modes. Architecture, convention, feature trace, syntax, testing, and history. So, a skill is just a very detailed prompt, right? With a very clear goals. I can actually do like this here. Uh you can see how how is it. But it's it's just like it's a an MD file with human language. And I am a very visual person. I work at Sentry a lot on the front end part of it. And I like to see things to understand. So, uh this skill brings me like uh the organogram like the structure a table for me to understand. I think it helps a lot. And I can now give you a short demo. Um Just a minute. >> [clears throat] >> Um By the way, this is my presentation running. >> [laughter] >> Oh, it's here actually here. Um I already run this skill because I don't know maybe I would have some issues, but uh Do you remember that project I told you that I should only prompt and don't code anymore? So, in the beginning I was not familiar with that project. It was a new repository for me. And I I used my skill for that. I said, I am a new Can you guys see this well? Yeah. So, I said, I am a new contributor. Catch me up on how this repository works and clarify what it simulates a Sentry envelope and intercepts it during tests. Um I am using cloud as you can see opus uh and it gave me it gave me here a summary. And this I like this flow like how it works. Um And here also answered my question like does it simulate envelopes? No, intercepts real ones. They spawn collector. Yeah, I'm not going to read it, but this information all of this it's very useful. Like if I didn't have AI, I would have to do this myself, you know. Um I mean I don't like to to just ship something I don't understand. If it's a