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The Text Cleanup skill optimizes AI-generated content by systematically identifying and removing 'slop'—the non-essential conversational padding, hedging language, and redundant explanations often produced by Large Language Models. It employs a sophisticated pattern-matching algorithm with context awareness to ensure that while fluff is removed, critical technical specifications, architectural decisions, and error conditions remain perfectly intact. This skill is essential for developers who want to maintain professional-grade documentation and clean code comments without the manual overhead of editing out repetitive AI mannerisms.
