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Dillon's avatar

Towards the end of last year I read about the Karpathy system and implemented it by ditching OneNote and switching to Obsidian. I used ChatGPT to find out how to implement it into what I already do. It suggested the structure and templates to create and now I use those same templates daily. Part of the work system was creating playbooks for repeated issues and now all the playbooks I have created are like a knowledge base for everything I do and has increased my resolution times. The system has made things less stressful for me like a last minute quarterly SLA meeting I had to prepare for the day before was completed in 10 minutes with codex using all the daily tasks I recorded for this client. Combined with email reports I received daily it was an effort meeting because it was what I already had done.

This was my best use of AI and I am looking forward to implementing the Skill you shared.

Thanks you for sharing.

Syd Malaxos's avatar

The try-first-then-correct setup in section three is the whole game, and it deserves more attention than it gets. The attempt is not a warmup for the learning. The attempt is the learning. The wrongness a person generates on their own is the raw material every correction works on, and no summary can substitute for it.

One layer worth adding. Every loop in this guide assumes a mind that already owns its reasoning. An adult professional can ask for opposition and judge the counterargument on its merits. A fourteen-year-old cannot prompt their way into judgment they never built. The machinery has to be constructed first, attempt by attempt, before any of these systems have something to run on. That construction is the part almost nobody is working on, and it decides whether these tools extend a mind or quietly replace one.

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