Top Python Libraries

Top Python Libraries

Anthropic: Stop Re-inventing Agents

Stop reinventing agents—build Skills: code + docs folders that turn one agent into 100 pros.

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Meng Li
Dec 11, 2025
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Anthropic recently shared some cutting-edge insights — and dropped a spicy take:
Stop building Agents. Start building Skills.

In the early days, they discovered that the underlying logic of Agents across different domains is actually highly universal. There’s really no need to build so many specialized Agents — finance, data analysis, etc. Everything can be handled with code.

Coding Agent is All You Need.

A code-capable Agent is the universal interface to the digital world.

But soon they ran into a new problem: domain expertise.
When it comes to doing taxes, do you want an IMO gold-medal math genius or a seasoned accountant?

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