Yaqin Hei
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MCP

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May 24, 2026

Agent Skills vs Knowledge Base: Why Stuffing SOPs Into RAG Doesn't Make an Agent Capable

Every other vendor review someone asks: 'where's the MCP-style protocol for Skills? How are we supposed to ship without one?' The question is backwards: no protocol coming isn't a bad thing — it's the signal that you can start now. Five minutes to see through 'we put all our SOPs in the knowledge base, that's our Agent shipping' pitches; ten minutes to use a three-line test that surfaces every fake Skill in your design; twenty minutes to draft an enterprise Skill spec for your team.

Agentic AI in Practice · 16 min read · EN · 中
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