I've found to do lists to be quite effective. Just jotting down tasks I need to get to help keep them present even if we won't be doing it immediately. I also like to give a priority number starting from 1 to more urgent tasks, so I know where to start.
I'm also adult diagnosed ADHD. With non stimulant medication my short term memory has improved noticeably (so less walking through a doorway and immediately forgetting why you're here).
I have used 3 different tools more often so far for task tracking:
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Trello - good for making tasks into cards, and also creating a dashboard to links you need to regularly access. I have categories like pending and currently active so I know where my tasks are at.
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Excel - surprisingly great for this, you can see all your remarks and notes on each task at a glance. I use it kind of like a ticket system where I close and hide the rows of tasks that I've completed. Being able to see notes on tasks at a glance is also a plus.
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Pen and paper - when all else fails, pen(cil) and paper are really great for scribbling down tasks too. I usually fall back to this when I start neglecting my digital notes.
My rule of thumb is to make things as easy to do as possible. Pack your bags the night before so you can grab your stuff and run out the next morning. Have your pen and pencil in easy reach so noting stuff down is as easy as possible.
When tasks seem complicated with too many steps, breaking them down into individual items helps make it feel less impossible/daunting. I still deal with task paralysis from time to time, but this gives me the nest possible chance that I'll get things done sooner than later.
Additionally, I've read about accountability buddies. I don't practice this often myself, but it does help to discuss and mention to a trusted or friendly colleague what tasks you're working on. They can help you keep some accountability to your work by asking you about it later in the day.
I'm on desvenlafaxine, an antidepressant. It helps with the ADHD "walk through a doorway and wtf was I wanting to do again" problems I have. I'm also a generally functional person with ADHD. Graduated with a degree and all but just rather spacey and forgetful.
Also turns out I've been massively depressed for years so that also cleared up. I haven't taken Vyvanse, but back when I was taking just Ritalin I'd still get intense negative moods and was generally snappier. If taken as needed now it's not so bad.
Overall: 10/10, husband recommends.
(He pledged that he'll fund my medications if I ever had trouble buying them since I've done a lot better since going on them. Happy wife, happy life and all)