Autonomously execute tasks from a markdown task list with dependency awareness, blocker detection, and retry logic. Use when the user asks to "work through tasks", "execute pending tasks", "run the task list", "continue with tasks", or wants automated task execution from a markdown file with sections (Pending, In Progress, Completed, Failed).