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Once an enterprise AI platform accumulates dozens or hundreds of Skills, the real problems start to emerge — no quality guarantees, blurry boundaries, chaotic interfaces, fragmented credential management, and massive duplicate development. This article dissects the root causes of five systemic problems and the corresponding governance directions.