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To-do Matrix: The Eisenhower Method

Four fixed boxes. Compare each task to the boxes — never to another task.

Is it important? Is it urgent? Answer once, then move on — don't re-read the list.

Important + urgent0

Do next

    Important, not urgent0

    Schedule at peak gain

      Urgent, not important0

      Batch or delegate

        Neither0

        Drop

          0 tasks
          Why four boxes and not a ranked list. Ranking N tasks means comparing them against each other — on the order of N² comparisons, each one holding two tasks and two criteria in working memory at once. Twelve tasks is sixty-six comparisons against about four available slots, which is why a full list starts to feel uniformly loud. Binning against fixed thresholds costs N comparisons instead, because each task is judged once, in isolation, against boundaries that are already drawn. A coarse ordering you actually finish beats a fine one you don't.
          When something changes, requantize — don't re-sort. Take the one task whose situation changed, compare it to the four boxes, move it. Drag it, or delete and re-add. Everything else stays where it is. That's one comparison instead of sixty-six.