@kingwilliam_: I GAVE CLAUDE 23 SKILLS AND IT STOPPED FEELING LIKE A CHATBOT an Anthropic engineer said the biggest mistake people mak…

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Summary

An Anthropic engineer shared that treating Claude as a team of experts rather than a chatbot significantly improves performance. By giving Claude 23 skills and leveraging CLAUDE.md, users can achieve up to 14% better performance with minimal effort.

I GAVE CLAUDE 23 SKILLS AND IT STOPPED FEELING LIKE A CHATBOT an Anthropic engineer said the biggest mistake people make is treating Claude like a chatbot - it was built to run as a full team of experts he showed one operator spin up a product manager, a designer, an engineer, a security specialist and a data analyst, all from a single setup his point was blunt: stop giving the AI orders, build a system that gives orders to itself he said CLAUDE.md alone can set up to 14% of performance before you type a single message, and almost nobody touches it i wrote the full breakdown - all 23 skills, the template, the exact setup, article below.
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Cached at: 06/15/26, 09:13 AM

I GAVE CLAUDE 23 SKILLS AND IT STOPPED FEELING LIKE A CHATBOT

an Anthropic engineer said the biggest mistake people make is treating Claude like a chatbot - it was built to run as a full team of experts

he showed one operator spin up a product manager, a designer, an engineer, a security specialist and a data analyst, all from a single setup

his point was blunt: stop giving the AI orders, build a system that gives orders to itself

he said CLAUDE.md alone can set up to 14% of performance before you type a single message, and almost nobody touches it

i wrote the full breakdown - all 23 skills, the template, the exact setup, article below.

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