You are right, I should have waited for the postmortem.. it appeared the likely way because the secret was in the release pipeline env.
However.. something doesn't add up. There is no chance that a malicious actor gained access and in a couple of hours put together this exploit. Or, I can't see someone putting together this exploit, THEN trying to spear-phish in hope of getting lucky and pressing the button.