AI Disruption

AI Disruption

A's Agent Skill: New Industry Standard

Agent Skills open standard ends MCP hassle, turns AI into plug-and-play business expert

Meng Li's avatar
Meng Li
Jan 05, 2026
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AI has evolved to today, and we’ve finally hit a wall.

General large models know everything, but they don’t know your business.

You’ve connected Claude to your company’s intranet. You expected it to become that omniscient super-employee. But reality is harsh. It doesn’t know your reimbursement process. It doesn’t understand your team’s code standards. It doesn’t even know how to query your internal database.

To solve this problem, our previous approach was clumsy. We frantically configured MCP tools. We stuffed tens of thousands of words of business documentation into System Prompts. We tried to brute-force the domain knowledge problem with massive context windows.

What was the result? Token consumption exploded, response speed slowed down, and the model started hallucinating due to scattered attention.

Until today, Claude dropped a bombshell!

It didn’t just release a feature—it partnered with multiple organizations to launch an entirely new open standard.

The industry-wide standard website is: agentskills.io

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