Make mutations confirm themselves, and seed the evidence trail

Two demo gaps, both of which made working features look like they were not
there.

**Toasts fired into nothing.** RecordSheets already called toast.success on
every save, but <Toaster /> was never mounted, so nothing appeared. It could
not be mounted, either: the shadcn original imports next-themes, which PIG does
not use — it has its own provider so a chosen theme is persisted server-side
and follows a user between devices. Rewired to PIG's useTheme, mounted inside
ThemeProvider, and offset clear of the phone tab bar and the home indicator.

Feedback added where the interface otherwise gives none: allocation and hold
report the GPU-hours actually written, because the sheet closes on success and
the only other evidence is a number moving off-screen; releasing a hold says
the capacity is sellable again; fact decisions say what the decision meant, and
that approving evidence is not the same as writing it to a record; the profile
form confirms rather than just clearing itself, which otherwise reads as the
input being discarded.

**The fact table was empty**, so the review queue and every provenance tooltip
had nothing to show — the mechanism that makes an agent-written CRM
trustworthy, invisible. Six agent-derived facts seeded with a deliberate mix:
two applied, showing what a confident agent writes unprompted, and four
proposed, including one weak claim that a reviewer should reject, so the queue
is not a row of obvious approvals. Each carries a score, a band, evidence and
where available a source. Idempotent on subject+field+value; verified over two
runs.

Verified: toast confirmed firing in a real browser on a 393px viewport, 135
unit tests and e2e green, typecheck clean, CSP hash unchanged, 0px horizontal
overflow across 12 routes at both breakpoints.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

apps/web/src/components/ui/sonner.tsx

@@ -1,29 +1,43 @@
-import { useTheme } from "next-themes"
-import { Toaster as Sonner } from "sonner"
+/**
+ * Toast host.
+ *
+ * The shadcn original reads the theme from `next-themes`, which PIG does not
+ * use — it has its own provider so a user's choice can be persisted server-side
+ * and follow them between devices. Importing next-themes here would have thrown
+ * at module load, which is why the Toaster was never mounted and every mutation
+ * in the app completed in silence.
+ *
+ * Rewired to PIG's `useTheme`, which already resolves `system` to a concrete
+ * light or dark value.
+ */
+import { Toaster as Sonner, type ToasterProps } from 'sonner';
+import { useTheme } from '@/lib/theme';
 
-type ToasterProps = React.ComponentProps<typeof Sonner>
-
-const Toaster = ({ ...props }: ToasterProps) => {
-  const { theme = "system" } = useTheme()
+export function Toaster(props: ToasterProps) {
+  const { resolved } = useTheme();
 
   return (
     <Sonner
-      theme={theme as ToasterProps["theme"]}
+      theme={resolved}
       className="toaster group"
+      // Above the sheets and dialogs it confirms, and clear of the phone tab
+      // bar and the home indicator beneath it.
+      position="bottom-right"
+      offset="1rem"
+      style={{ marginBottom: 'calc(var(--safe-bottom) + 4rem)' }}
       toastOptions={{
         classNames: {
           toast:
-            "group toast group-[.toaster]:bg-background group-[.toaster]:text-foreground group-[.toaster]:border-border group-[.toaster]:shadow-lg",
-          description: "group-[.toast]:text-muted-foreground",
-          actionButton:
-            "group-[.toast]:bg-primary group-[.toast]:text-primary-foreground",
-          cancelButton:
-            "group-[.toast]:bg-muted group-[.toast]:text-muted-foreground",
+            'group toast group-[.toaster]:bg-surface group-[.toaster]:text-fg ' +
+            'group-[.toaster]:border-border group-[.toaster]:shadow-lg',
+          description: 'group-[.toast]:text-muted',
+          actionButton: 'group-[.toast]:bg-primary group-[.toast]:text-primary-foreground',
+          cancelButton: 'group-[.toast]:bg-surface-2 group-[.toast]:text-muted',
+          error: 'group-[.toaster]:text-danger',
+          success: 'group-[.toaster]:text-positive',
         },
       }}
       {...props}
     />
-  )
+  );
 }
-
-export { Toaster }