Refactor inbox rendering around mailbox cache

Author: lucaomul

frontend/src/hooks/use-ops.ts

@@ -66,8 +66,8 @@ export function useRunOpsScan() {
     mutationFn: (timeRange: MailboxTimeRange) => runOpsScan(timeRange),
     onSuccess: (result) => {
       invalidate();
-      toast.success("Unread scan refreshed", {
-        description: `${result.unreadCount} unread emails mapped for the current provider.`,
+      toast.success("Unread scan started", {
+        description: `${result.unreadCount} unread emails are queued for mailbox refresh on the current provider.`,
       });
     },
     onError: (err) => toast.error(`Failed to refresh scan: ${err.message}`),

inboxanchor/agents/action_extractor.py

@@ -44,9 +44,12 @@ def extract(
         email: EmailMessage,
         *,
         classification: Optional[EmailClassification] = None,
+        allow_llm: bool = True,
     ) -> list[EmailActionItem]:
         preview = email.content_for_processing().strip()
         heuristic_items = self._heuristic_extract(email)
+        if not allow_llm:
+            return heuristic_items
         if not self._should_use_llm(
             email,
             heuristic_items,