When you create a task in DynamicAction, do the items on it change from one week to another?

Depending on your link selection at the time of the task creation:

• Associating link at the time of creation will “lock” items on the list regardless of when the task is viewed in the future.
• Associating link to users date range allows the list to update as items are added or fall off of the task list.