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The SpecWeave Detector skill transforms Claude into a proactive project manager by providing a structured, command-based framework for software development. It enables a seamless loop of planning, execution, and validation by auto-detecting the .specweave/ context within your repository. This skill manages the entire development lifecycle—from planning increments with /inc to executing tasks with /do—ensuring that specifications, tests, and documentation remain perfectly synchronized with your codebase without manual overhead.