I'm not a virologist or anything close, but reading this it seems like definitely good news? If I am understanding it right, it's saying many people already have T-cells from common colds that can to some extent recognise Covid-19, and those that have had Covid, even a mild case, have T-cells that seem to last quite a while.
This has been considered as a potential factor in explaining the variability in COVID outcomes for a while, both in the sense that prior infection with a cold virus could help protect from COVID through T cell responses and could make COVID worse through antibody responses. Cytotoxic T cell responses are definitely good, and it's also good to know that coronaviruses can induce these sorts of long term immunities (so…
This hypothesis is entirely untested as far as I know.