8eb699a05f20282017e972752fd3d02a08e006f1
Warming Bayes hung on a single event — `account.state_changed` reaching "live". That covers an account added from now on and nothing else. An account that went live before this plugin existed never gets one; neither does one whose Junk folder was empty at the time and filled up later, or one whose owner enabled spam-folder sync afterwards. A worker restarting at the wrong moment loses it too. The result was a feature that quietly required someone to run it by hand per account, which is not a feature. An hourly sweep now walks every live account and offers each a bootstrap. That works because the per-account job was already cheap to repeat: it returns at once for an account already done, and declines — without marking it done — when the corpus is still too small to learn from. So the sweep simply keeps asking until there is something worth learning, then does it once. `s.accounts.live()` is the new SDK surface it needs: cross-user by design, because a sweep runs for the instance rather than a request. Ids and state only, so reading anything still goes through the user-scoped accessors. One failing account cannot stop the sweep — the mailbox that raises is logged and the rest still get their turn. docs/plugins.md now says this in general terms next to `JobSpec`: a state-change hook is one-shot, so pair it with a sweep when the work must eventually happen for everything. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_018SqJYt7jD7oUEkoY68sBZo
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