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The Prompt Improver skill optimizes the developer workflow by transforming underspecified requests into actionable, well-defined tasks. It operates through a 4-phase systematic approach—Research, Question Generation, Clarification, and Execution—ensuring that Claude never acts on assumptions. By analyzing conversation history, exploring codebase architecture, and reviewing git logs, it generates grounded multiple-choice questions that allow users to provide missing context quickly, resulting in higher-quality code generation and fewer errors.
