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The AI Pattern Detection skill is a specialized tool for Claude Code designed to eliminate the 'AI smell' from generated text. It automatically scans documentation, marketing copy, and technical prose for corporate buzzwords, formulaic transitions, and repetitive structural patterns. By providing specific, context-aware replacement suggestions, this skill helps users maintain a natural, professional voice that emphasizes domain-specific knowledge and real-world constraints over generic LLM tropes. It is an essential component for teams using autonomous agents who want their output to remain indistinguishable from high-quality human writing.