For change control / audit, I would like to write a Jira filter returning items that have had the target start or end dates edited in the last month, or a range of dates.
Definitely not without some specific plugins (and then, I'm not sure which - potentially Scriptrunner).
You can search on "show me all items updated in the last month" but this will be triggered of any kind of update which I assume doesn't help here.
Some of the system fields support a JQL "was" function, so you can say "show me issues where status changed from X to Y between date 1 and date 2"
But the list "was" works for is very short, and definitely does not include any custom fields such as your "target start/end" will be.
As @Kit Friend says, you're going to need advanced search apps for this (yes, Scriptrunner's enhanced search function can, but I would plug that, as an Adaptavist - the marketplace certainly has others that can do it)
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