Sorry for the non-answer answer I'm about to give, but I don't really think you should have to keep these things in memory. At some point it becomes a waste of memory space (at least that's how I experience it). There ARE some topics I want to remember, and those I try to put in writing. Both because it helps them stick in my mind for longer and because then I have a reference to go back to if I need a refresher. I u…
Your brain is not wired to remember things that you don't use. If you want to continue remembering, you have to continue engaging with the topic, and a lot of the advice in this thread is IMO just that (just, with a specific regimen / kind of engagement). It's completely natural to forget.
In fact, I'd go further and suggest embracing the forgetting and relearning cycle. If you really need to revisit the topic, you can relearn it again, and it'll be faster than the first time. And maybe you'll forget another time -- that's OK too, you can pick it up again even faster. In the end it's the discipline of relearning (the particular topic, and in general!) that actually continuously hardens. IMO there are parallels between this mindset and SRS -- though without the shame when you forget or miss a day of practice.