Add analysis status panel to admin page

- GET /api/admin/stats returns total bills, docs fetched, briefs generated
  (full + amendment), and remaining count
- Admin page shows stat cards + progress bar, auto-refreshes every 30s

Authored-By: Jack Levy

backend/app/api/admin.py

@@ -4,7 +4,7 @@ from sqlalchemy.ext.asyncio import AsyncSession
 
 from app.core.dependencies import get_current_admin
 from app.database import get_db
-from app.models import Follow
+from app.models import Bill, BillBrief, BillDocument, Follow
 from app.models.user import User
 from app.schemas.schemas import UserResponse
 
@@ -79,6 +79,35 @@ async def toggle_admin(
     return user
 
 
+# ── Analysis Stats ────────────────────────────────────────────────────────────
+
+@router.get("/stats")
+async def get_stats(
+    db: AsyncSession = Depends(get_db),
+    current_user: User = Depends(get_current_admin),
+):
+    """Return analysis pipeline progress counters."""
+    total_bills = (await db.execute(select(func.count()).select_from(Bill))).scalar()
+    docs_fetched = (await db.execute(
+        select(func.count()).select_from(BillDocument).where(BillDocument.raw_text.isnot(None))
+    )).scalar()
+    total_briefs = (await db.execute(select(func.count()).select_from(BillBrief))).scalar()
+    full_briefs = (await db.execute(
+        select(func.count()).select_from(BillBrief).where(BillBrief.brief_type == "full")
+    )).scalar()
+    amendment_briefs = (await db.execute(
+        select(func.count()).select_from(BillBrief).where(BillBrief.brief_type == "amendment")
+    )).scalar()
+    return {
+        "total_bills": total_bills,
+        "docs_fetched": docs_fetched,
+        "briefs_generated": total_briefs,
+        "full_briefs": full_briefs,
+        "amendment_briefs": amendment_briefs,
+        "remaining": total_bills - total_briefs,
+    }
+
+
 # ── Celery Tasks ──────────────────────────────────────────────────────────────
 
 @router.post("/trigger-poll")

frontend/app/settings/page.tsx

@@ -13,6 +13,9 @@ import {
   Trash2,
   ShieldCheck,
   ShieldOff,
+  FileText,
+  Brain,
+  BarChart3,
 } from "lucide-react";
 import { settingsAPI, adminAPI, type AdminUser } from "@/lib/api";
 import { useAuthStore } from "@/stores/authStore";
@@ -33,6 +36,13 @@ export default function SettingsPage() {
     queryFn: () => settingsAPI.get(),
   });
 
+  const { data: stats } = useQuery({
+    queryKey: ["admin-stats"],
+    queryFn: () => adminAPI.getStats(),
+    enabled: !!currentUser?.is_admin,
+    refetchInterval: 30_000,
+  });
+
   const { data: users, isLoading: usersLoading } = useQuery({
     queryKey: ["admin-users"],
     queryFn: () => adminAPI.listUsers(),
@@ -85,13 +95,13 @@ export default function SettingsPage() {
   if (settingsLoading) return <div className="text-center py-20 text-muted-foreground">Loading...</div>;
 
   if (!currentUser?.is_admin) {
-    return (
-      <div className="text-center py-20 text-muted-foreground">
-        Admin access required.
-      </div>
-    );
+    return <div className="text-center py-20 text-muted-foreground">Admin access required.</div>;
   }
 
+  const pct = stats && stats.total_bills > 0
+    ? Math.round((stats.briefs_generated / stats.total_bills) * 100)
+    : 0;
+
   return (
     <div className="space-y-8 max-w-2xl">
       <div>
@@ -101,6 +111,51 @@ export default function SettingsPage() {
         <p className="text-muted-foreground text-sm mt-1">Manage users, LLM provider, and system settings</p>
       </div>
 
+      {/* Analysis Status */}
+      <section className="bg-card border border-border rounded-lg p-6 space-y-4">
+        <h2 className="font-semibold flex items-center gap-2">
+          <BarChart3 className="w-4 h-4" /> Analysis Status
+          <span className="text-xs text-muted-foreground font-normal ml-auto">refreshes every 30s</span>
+        </h2>
+        {stats ? (
+          <>
+            <div className="grid grid-cols-3 gap-4">
+              <div className="bg-muted/50 rounded-lg p-3 text-center">
+                <FileText className="w-4 h-4 mx-auto mb-1 text-muted-foreground" />
+                <div className="text-xl font-bold">{stats.total_bills.toLocaleString()}</div>
+                <div className="text-xs text-muted-foreground">Total Bills</div>
+              </div>
+              <div className="bg-muted/50 rounded-lg p-3 text-center">
+                <FileText className="w-4 h-4 mx-auto mb-1 text-blue-500" />
+                <div className="text-xl font-bold">{stats.docs_fetched.toLocaleString()}</div>
+                <div className="text-xs text-muted-foreground">Docs Fetched</div>
+              </div>
+              <div className="bg-muted/50 rounded-lg p-3 text-center">
+                <Brain className="w-4 h-4 mx-auto mb-1 text-green-500" />
+                <div className="text-xl font-bold">{stats.briefs_generated.toLocaleString()}</div>
+                <div className="text-xs text-muted-foreground">Briefs Generated</div>
+              </div>
+            </div>
+
+            {/* Progress bar */}
+            <div className="space-y-1">
+              <div className="flex justify-between text-xs text-muted-foreground">
+                <span>{stats.full_briefs} full · {stats.amendment_briefs} amendments</span>
+                <span>{pct}% analyzed · {stats.remaining.toLocaleString()} remaining</span>
+              </div>
+              <div className="h-2 bg-muted rounded-full overflow-hidden">
+                <div
+                  className="h-full bg-green-500 rounded-full transition-all duration-500"
+                  style={{ width: `${pct}%` }}
+                />
+              </div>
+            </div>
+          </>
+        ) : (
+          <p className="text-sm text-muted-foreground">Loading stats...</p>
+        )}
+      </section>
+
       {/* User Management */}
       <section className="bg-card border border-border rounded-lg p-6 space-y-4">
         <h2 className="font-semibold flex items-center gap-2">
@@ -137,19 +192,12 @@ export default function SettingsPage() {
                       title={u.is_admin ? "Remove admin" : "Make admin"}
                       className="p-1.5 rounded-md text-muted-foreground hover:text-foreground hover:bg-accent transition-colors"
                     >
-                      {u.is_admin ? (
-                        <ShieldOff className="w-4 h-4" />
-                      ) : (
-                        <ShieldCheck className="w-4 h-4" />
-                      )}
+                      {u.is_admin ? <ShieldOff className="w-4 h-4" /> : <ShieldCheck className="w-4 h-4" />}
                     </button>
                     {confirmDelete === u.id ? (
                       <div className="flex items-center gap-1">
                         <button
-                          onClick={() => {
-                            deleteUser.mutate(u.id);
-                            setConfirmDelete(null);
-                          }}
+                          onClick={() => { deleteUser.mutate(u.id); setConfirmDelete(null); }}
                           className="text-xs px-2 py-1 bg-destructive text-destructive-foreground rounded hover:bg-destructive/90"
                         >
                           Confirm
@@ -204,7 +252,6 @@ export default function SettingsPage() {
             </label>
           ))}
         </div>
-
         <div className="flex items-center gap-3 pt-2 border-t border-border">
           <button
             onClick={testLLM}

frontend/lib/api.ts

@@ -123,8 +123,20 @@ export interface AdminUser {
   created_at: string;
 }
 
+export interface AnalysisStats {
+  total_bills: number;
+  docs_fetched: number;
+  briefs_generated: number;
+  full_briefs: number;
+  amendment_briefs: number;
+  remaining: number;
+}
+
 // Admin
 export const adminAPI = {
+  // Stats
+  getStats: () =>
+    apiClient.get<AnalysisStats>("/api/admin/stats").then((r) => r.data),
   // Users
   listUsers: () =>
     apiClient.get<AdminUser[]>("/api/admin/users").then((r) => r.data),