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Developer Growth Analysis acts as an automated mentor by scanning your recent Claude Code chat history to detect recurring technical challenges and behavioral patterns. It generates a comprehensive report that highlights specific areas for improvement—such as security practices or advanced language features—and cross-references them with high-quality articles from HackerNews to provide a tailored learning path. This skill is ideal for engineers seeking objective feedback and structured self-improvement without the overhead of manual tracking or formal code reviews.