Antispam: bootstrap every account, not just the ones we happen to see go live
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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@@ -28,7 +28,12 @@ from app.identity.deps import current_user, require_csrf
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from app.indexer import blobstore
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from app.models import User
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from app.outbox import service as outbox_service
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from app.plugins.actions import PluginActions, PluginMessages, PluginThreads
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from app.plugins.actions import (
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PluginAccounts,
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PluginActions,
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PluginMessages,
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PluginThreads,
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)
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from app.plugins.db import plugin_session
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from app.plugins.http import PluginHttp
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from app.plugins.kv import PluginKvStore
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@@ -153,6 +158,11 @@ class PluginSdk:
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``move_to_special`` (one message into e.g. Junk)."""
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return PluginActions()
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@property
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def accounts(self) -> PluginAccounts:
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"""Cross-user account listing for scheduled jobs (`live()`)."""
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return PluginAccounts()
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@property
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def threads(self) -> PluginThreads:
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"""Read-only thread queries (e.g. pruning stale references)."""
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