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The Task Analyzer skill provides a metacognitive framework for Claude to evaluate development requests before implementation begins. It systematically identifies the fundamental purpose of a task, estimates the scale of work across the codebase, and matches project requirements against a curated index of specialized skills. By surfacing implicit dependencies and generating critical architectural questions, it ensures that Claude approaches every task with a clear plan, reducing scope creep and improving overall code quality through structured planning.
