技能红利是安全垫： 学历溢价正在让位于技能溢价。可堆叠的微凭证、1年制实战硕士以及产教融合的短期技能重塑，将成为求学的新主流选择 [43, 50, 51]。
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The big finding: Claude Code builds, not buys. Custom/DIY is the most common single label extracted, appearing in 12 of 20 categories (though it spans categories while individual tools are category-specific). When asked “add feature flags,” it builds a config system with env vars and percentage-based rollout instead of recommending LaunchDarkly. When asked “add auth” in Python, it writes JWT + bcrypt from scratch. When it does pick a tool, it picks decisively: GitHub Actions 94%, Stripe 91%, shadcn/ui 90%.