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The AI Tasks Generator skill automates the transition from planning to execution by converting PRDs, TRDs, and design documents into a comprehensive TASKS.md file. It enforces a professional development workflow that includes Test-Driven Development (TDD) cycles, Git Worktree isolation for different development phases, and task independence. This skill is specifically designed to provide clear, actionable instructions for AI orchestrators and sub-agents, ensuring that every feature is implemented with failing tests first and isolated branch management for parallel work.