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The Requirement Clarification skill is a specialized utility developed by Trail of Bits designed to prevent AI hallucinations and misaligned implementations. By forcing Claude to pause and ask questions when faced with vague instructions, it ensures that technical tasks—especially those related to security audits and complex refactoring—are executed with total precision. This skill is essential for high-stakes environments where an incorrect assumption could lead to security vulnerabilities or architectural debt, fostering a more collaborative and accurate development process.