We can use across(everything()) in reframe.
my_data |> rowwise() |> reframe(across(everything()))
# A tibble: 4 × 3 C1 C2 C3 <dbl> <dbl> <dbl> 1 1 5 9 2 2 6 10 3 3 7 11 4 4 8 12