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The Task Planner skill streamlines the transition from planning to implementation by automatically converting specs, PRDs, or plans into a structured two-phase task list. It helps developers break down complex features into manageable, high-level parent tasks and granular sub-tasks, complete with file identifications and testing instructions. By enforcing a standardized markdown format in a dedicated tasks directory, it ensures that implementation follows a logical flow—starting with branch creation and ending with verified unit tests—providing clarity and momentum for developers of all levels.