Add Anthropic API, test environment, remove locale settings

Feature 1: Anthropic API Integration
- Add @anthropic-ai/sdk with adapter wrapping OpenAI-shaped interface
- Support Claude models (opus, sonnet, haiku) with extended thinking
- Auto-reset model on provider switch, JSON retry logic
- Add Claude model pricing to ai-usage tracker
- Update AI settings form with Anthropic provider option

Feature 2: Remove Locale Settings UI
- Strip Localization tab from admin settings
- Remove i18n settings from router inferCategory and getFeatureFlags
- Keep franc document language detection intact

Feature 3: Test Environment with Role Impersonation
- Add isTest field to User, Program, Project, Competition models
- Test environment service: create/teardown with realistic dummy data
- JWT-based impersonation for test users (@test.local emails)
- Impersonation banner with quick-switch between test roles
- Test environment panel in admin settings (SUPER_ADMIN only)
- Email redirect: @test.local emails routed to admin with [TEST] prefix
- Complete data isolation: 45+ isTest:false filters across platform
  - All global queries on User/Project/Program/Competition
  - AI services blocked from processing test data
  - Cron jobs skip test rounds/users
  - Analytics/exports exclude test data
  - Admin layout/pickers hide test programs

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

package-lock.json

@@ -8,6 +8,7 @@
       "name": "mopc-platform",
       "version": "0.1.0",
       "dependencies": {
+        "@anthropic-ai/sdk": "^0.78.0",
         "@auth/prisma-adapter": "^2.7.4",
         "@blocknote/core": "^0.46.2",
         "@blocknote/mantine": "^0.46.2",
@@ -119,6 +120,26 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/@anthropic-ai/sdk": {
+      "version": "0.78.0",
+      "resolved": "https://registry.npmjs.org/@anthropic-ai/sdk/-/sdk-0.78.0.tgz",
+      "integrity": "sha512-PzQhR715td/m1UaaN5hHXjYB8Gl2lF9UVhrrGrZeysiF6Rb74Wc9GCB8hzLdzmQtBd1qe89F9OptgB9Za1Ib5w==",
+      "license": "MIT",
+      "dependencies": {
+        "json-schema-to-ts": "^3.1.1"
+      },
+      "bin": {
+        "anthropic-ai-sdk": "bin/cli"
+      },
+      "peerDependencies": {
+        "zod": "^3.25.0 || ^4.0.0"
+      },
+      "peerDependenciesMeta": {
+        "zod": {
+          "optional": true
+        }
+      }
+    },
     "node_modules/@auth/core": {
       "version": "0.41.1",
       "resolved": "https://registry.npmjs.org/@auth/core/-/core-0.41.1.tgz",
@@ -9277,6 +9298,19 @@
       "dev": true,
       "license": "MIT"
     },
+    "node_modules/json-schema-to-ts": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/json-schema-to-ts/-/json-schema-to-ts-3.1.1.tgz",
+      "integrity": "sha512-+DWg8jCJG2TEnpy7kOm/7/AxaYoaRbjVB4LFZLySZlWn8exGs3A4OLJR966cVvU26N7X9TWxl+Jsw7dzAqKT6g==",
+      "license": "MIT",
+      "dependencies": {
+        "@babel/runtime": "^7.18.3",
+        "ts-algebra": "^2.0.0"
+      },
+      "engines": {
+        "node": ">=16"
+      }
+    },
     "node_modules/json-schema-traverse": {
       "version": "0.4.1",
       "resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-0.4.1.tgz",
@@ -13609,6 +13643,12 @@
         "url": "https://github.com/sponsors/wooorm"
       }
     },
+    "node_modules/ts-algebra": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/ts-algebra/-/ts-algebra-2.0.0.tgz",
+      "integrity": "sha512-FPAhNPFMrkwz76P7cdjdmiShwMynZYN6SgOujD1urY4oNm80Ou9oMdmbR45LotcKOXoy7wSmHkRFE6Mxbrhefw==",
+      "license": "MIT"
+    },
     "node_modules/ts-api-utils": {
       "version": "2.4.0",
       "resolved": "https://registry.npmjs.org/ts-api-utils/-/ts-api-utils-2.4.0.tgz",

package.json

@@ -21,6 +21,7 @@
     "test:e2e": "playwright test"
   },
   "dependencies": {
+    "@anthropic-ai/sdk": "^0.78.0",
     "@auth/prisma-adapter": "^2.7.4",
     "@blocknote/core": "^0.46.2",
     "@blocknote/mantine": "^0.46.2",

prisma/migrations/20260221000000_add_test_isolation_anthropic_remove_locale/migration.sql

@@ -0,0 +1,8 @@
+-- Add isTest field to User, Program, Project, Competition for test environment isolation
+ALTER TABLE "User" ADD COLUMN "isTest" BOOLEAN NOT NULL DEFAULT false;
+ALTER TABLE "Program" ADD COLUMN "isTest" BOOLEAN NOT NULL DEFAULT false;
+ALTER TABLE "Project" ADD COLUMN "isTest" BOOLEAN NOT NULL DEFAULT false;
+ALTER TABLE "Competition" ADD COLUMN "isTest" BOOLEAN NOT NULL DEFAULT false;
+
+-- Index for efficient test data filtering
+CREATE INDEX "Competition_isTest_idx" ON "Competition"("isTest");

prisma/migrations/20260221100000_add_anthropic_provider_remove_locale/migration.sql

@@ -0,0 +1,13 @@
+-- Delete any existing LOCALIZATION settings
+DELETE FROM "SystemSettings" WHERE category = 'LOCALIZATION';
+
+-- Add provider field to AIUsageLog for cross-provider cost tracking
+ALTER TABLE "AIUsageLog" ADD COLUMN "provider" TEXT;
+
+-- Remove LOCALIZATION from SettingCategory enum
+-- First create new enum without the value, then swap
+CREATE TYPE "SettingCategory_new" AS ENUM ('AI', 'BRANDING', 'EMAIL', 'STORAGE', 'SECURITY', 'DEFAULTS', 'WHATSAPP', 'AUDIT_CONFIG', 'DIGEST', 'ANALYTICS', 'INTEGRATIONS', 'COMMUNICATION', 'FEATURE_FLAGS');
+ALTER TABLE "SystemSettings" ALTER COLUMN "category" TYPE "SettingCategory_new" USING ("category"::text::"SettingCategory_new");
+ALTER TYPE "SettingCategory" RENAME TO "SettingCategory_old";
+ALTER TYPE "SettingCategory_new" RENAME TO "SettingCategory";
+DROP TYPE "SettingCategory_old";

prisma/schema.prisma

@@ -101,7 +101,6 @@ enum SettingCategory {
   DEFAULTS
   WHATSAPP
   AUDIT_CONFIG
-  LOCALIZATION
   DIGEST
   ANALYTICS
   INTEGRATIONS
@@ -351,6 +350,9 @@ model User {
   preferredWorkload Int?
   availabilityJson  Json?  @db.JsonB // { startDate?: string, endDate?: string }
 
+  // Test environment isolation
+  isTest Boolean @default(false)
+
   createdAt   DateTime  @default(now())
   updatedAt   DateTime  @updatedAt
   lastLoginAt DateTime?
@@ -495,6 +497,9 @@ model Program {
   description  String?
   settingsJson Json?         @db.JsonB
 
+  // Test environment isolation
+  isTest Boolean @default(false)
+
   createdAt DateTime @default(now())
   updatedAt DateTime @updatedAt
 
@@ -619,6 +624,9 @@ model Project {
   metadataJson    Json?    @db.JsonB // Custom fields from Typeform, etc.
   externalIdsJson Json?    @db.JsonB // Typeform ID, Notion ID, etc.
 
+  // Test environment isolation
+  isTest Boolean @default(false)
+
   createdAt DateTime @default(now())
   updatedAt DateTime @updatedAt
 
@@ -907,7 +915,8 @@ model AIUsageLog {
   entityId   String?
 
   // What was used
-  model            String // gpt-4o, gpt-4o-mini, o1, etc.
+  model            String // gpt-4o, gpt-4o-mini, o1, claude-sonnet-4-5, etc.
+  provider         String? // openai, anthropic, litellm
   promptTokens     Int
   completionTokens Int
   totalTokens      Int
@@ -2090,6 +2099,9 @@ model Competition {
   notifyOnDeadlineApproach Boolean @default(true)
   deadlineReminderDays     Int[]   @default([7, 3, 1])
 
+  // Test environment isolation
+  isTest Boolean @default(false)
+
   createdAt DateTime @default(now())
   updatedAt DateTime @updatedAt
 
@@ -2104,6 +2116,7 @@ model Competition {
 
   @@index([programId])
   @@index([status])
+  @@index([isTest])
 }
 
 model Round {

src/app/(admin)/admin/competitions/[competitionId]/assignments/page.tsx

@@ -68,8 +68,19 @@ export default function AssignmentsDashboardPage() {
 
   if (!competition) {
     return (
-    <div className="container mx-auto space-y-6 p-4 sm:p-6">
-        <p>Competition not found</p>
+      <div className="container mx-auto space-y-6 p-4 sm:p-6">
+        <Card>
+          <CardContent className="flex flex-col items-center justify-center py-12">
+            <p className="font-medium">Competition not found</p>
+            <p className="text-sm text-muted-foreground mt-1">
+              The requested competition does not exist or you don&apos;t have access.
+            </p>
+            <Button variant="outline" className="mt-4" onClick={() => router.back()}>
+              <ArrowLeft className="mr-2 h-4 w-4" />
+              Go Back
+            </Button>
+          </CardContent>
+        </Card>
       </div>
     )
   }

src/app/(admin)/admin/competitions/[competitionId]/awards/page.tsx

@@ -13,16 +13,34 @@ import type { Route } from 'next';
 export default function AwardsPage({ params: paramsPromise }: { params: Promise<{ competitionId: string }> }) {
   const params = use(paramsPromise);
   const router = useRouter();
-  const { data: competition } = trpc.competition.getById.useQuery({
+  const { data: competition, isError: isCompError } = trpc.competition.getById.useQuery({
     id: params.competitionId
   });
 
-  const { data: awards, isLoading } = trpc.specialAward.list.useQuery({
+  const { data: awards, isLoading, isError: isAwardsError } = trpc.specialAward.list.useQuery({
     programId: competition?.programId
   }, {
     enabled: !!competition?.programId
   });
 
+  if (isCompError || isAwardsError) {
+    return (
+      <div className="space-y-6">
+        <div className="flex items-center gap-4">
+          <Button variant="ghost" size="icon" onClick={() => router.back()}>
+            <ArrowLeft className="h-4 w-4" />
+          </Button>
+          <div>
+            <h1 className="text-xl font-bold">Error Loading Awards</h1>
+            <p className="text-sm text-muted-foreground">
+              Could not load competition or awards data. Please try again.
+            </p>
+          </div>
+        </div>
+      </div>
+    );
+  }
+
   if (isLoading) {
     return (
       <div className="space-y-6">

src/app/(admin)/admin/competitions/[competitionId]/deliberation/page.tsx

@@ -43,13 +43,13 @@ export default function DeliberationListPage({
     participantUserIds: [] as string[]
   });
 
-  const { data: sessions = [], isLoading } = trpc.deliberation.listSessions.useQuery(
+  const { data: sessions = [], isLoading, isError: isSessionsError } = trpc.deliberation.listSessions.useQuery(
     { competitionId: params.competitionId },
     { enabled: !!params.competitionId }
   );
 
   // Get rounds for this competition
-  const { data: competition } = trpc.competition.getById.useQuery(
+  const { data: competition, isError: isCompError } = trpc.competition.getById.useQuery(
     { id: params.competitionId },
     { enabled: !!params.competitionId }
   );
@@ -121,6 +121,24 @@ export default function DeliberationListPage({
     return <Badge variant={variants[status] || 'outline'}>{labels[status] || status}</Badge>;
   };
 
+  if (isCompError || isSessionsError) {
+    return (
+      <div className="space-y-6 p-4 sm:p-6">
+        <div className="flex items-center gap-4">
+          <Button variant="ghost" size="icon" onClick={() => router.back()} aria-label="Go back">
+            <ArrowLeft className="h-4 w-4" />
+          </Button>
+          <div>
+            <h1 className="text-xl font-bold">Error Loading Deliberations</h1>
+            <p className="text-sm text-muted-foreground">
+              Could not load competition or deliberation data. Please try again.
+            </p>
+          </div>
+        </div>
+      </div>
+    );
+  }
+
   if (isLoading) {
     return (
       <div className="space-y-6 p-4 sm:p-6">

src/app/(admin)/admin/competitions/[competitionId]/page.tsx

@@ -48,6 +48,7 @@ import {
   Loader2,
   Plus,
   CalendarDays,
+  Radio,
 } from 'lucide-react'
 import { CompetitionTimeline } from '@/components/admin/competition/competition-timeline'
 
@@ -435,6 +436,19 @@ export default function CompetitionDetailPage() {
                             <span className="truncate">{round.juryGroup.name}</span>
                           </div>
                         )}
+
+                        {/* Live Control link for LIVE_FINAL rounds */}
+                        {round.roundType === 'LIVE_FINAL' && (
+                          <Link
+                            href={`/admin/competitions/${competitionId}/live/${round.id}` as Route}
+                            onClick={(e) => e.stopPropagation()}
+                          >
+                            <Button size="sm" variant="outline" className="w-full text-xs gap-1.5">
+                              <Radio className="h-3.5 w-3.5" />
+                              Live Control
+                            </Button>
+                          </Link>
+                        )}
                       </CardContent>
                     </Card>
                   </Link>

src/app/(admin)/admin/mentors/[id]/page.tsx

@@ -1,10 +0,0 @@
-import { redirect } from 'next/navigation'
-
-export default async function MentorDetailPage({
-  params,
-}: {
-  params: Promise<{ id: string }>
-}) {
-  const { id } = await params
-  redirect(`/admin/members/${id}`)
-}

src/app/(admin)/admin/mentors/page.tsx

@@ -1,5 +0,0 @@
-import { redirect } from 'next/navigation'
-
-export default function MentorsPage() {
-  redirect('/admin/members')
-}

src/app/(admin)/admin/page.tsx

@@ -30,7 +30,7 @@ export default async function AdminDashboardPage({ searchParams }: PageProps) {
 
     if (!editionId) {
       const defaultEdition = await prisma.program.findFirst({
-        where: { status: 'ACTIVE' },
+        where: { status: 'ACTIVE', isTest: false },
         orderBy: { year: 'desc' },
         select: { id: true },
       })
@@ -38,6 +38,7 @@ export default async function AdminDashboardPage({ searchParams }: PageProps) {
 
       if (!editionId) {
         const anyEdition = await prisma.program.findFirst({
+          where: { isTest: false },
           orderBy: { year: 'desc' },
           select: { id: true },
         })

src/app/(admin)/admin/programs/[id]/page.tsx

@@ -19,7 +19,7 @@ import {
   TableHeader,
   TableRow,
 } from '@/components/ui/table'
-import { ArrowLeft, Pencil, Plus } from 'lucide-react'
+import { ArrowLeft, GraduationCap, Pencil, Plus } from 'lucide-react'
 import { formatDateOnly } from '@/lib/utils'
 
 interface ProgramDetailPageProps {
@@ -65,12 +65,20 @@ export default async function ProgramDetailPage({ params }: ProgramDetailPagePro
             </p>
           </div>
         </div>
-        <Button variant="outline" asChild>
-          <Link href={`/admin/programs/${id}/edit`}>
-            <Pencil className="mr-2 h-4 w-4" />
-            Edit
-          </Link>
-        </Button>
+        <div className="flex items-center gap-2">
+          <Button variant="outline" asChild>
+            <Link href={`/admin/programs/${id}/mentorship` as Route}>
+              <GraduationCap className="mr-2 h-4 w-4" />
+              Mentorship
+            </Link>
+          </Button>
+          <Button variant="outline" asChild>
+            <Link href={`/admin/programs/${id}/edit`}>
+              <Pencil className="mr-2 h-4 w-4" />
+              Edit
+            </Link>
+          </Button>
+        </div>
       </div>
 
       {program.description && (

src/app/(admin)/admin/programs/page.tsx

@@ -40,7 +40,7 @@ import { formatDateOnly } from '@/lib/utils'
 
 async function ProgramsContent() {
   const programs = await prisma.program.findMany({
-    // Note: PROGRAM_ADMIN filtering should be handled via middleware or a separate relation
+    where: { isTest: false },
     include: {
       competitions: {
         include: {

src/app/(admin)/admin/rounds/page.tsx

@@ -205,14 +205,14 @@ export default function RoundsPage() {
   }
 
   const startEditSettings = () => {
-    if (!comp) return
+    if (!comp || !compDetail) return
     setEditingCompId(comp.id)
     setCompetitionEdits({
-      name: comp.name,
-      categoryMode: (comp as any).categoryMode,
-      startupFinalistCount: (comp as any).startupFinalistCount,
-      conceptFinalistCount: (comp as any).conceptFinalistCount,
-      notifyOnDeadlineApproach: (comp as any).notifyOnDeadlineApproach,
+      name: compDetail.name,
+      categoryMode: compDetail.categoryMode,
+      startupFinalistCount: compDetail.startupFinalistCount,
+      conceptFinalistCount: compDetail.conceptFinalistCount,
+      notifyOnDeadlineApproach: compDetail.notifyOnDeadlineApproach,
     })
     setSettingsOpen(true)
   }

src/app/(admin)/layout.tsx

@@ -12,6 +12,7 @@ export default async function AdminLayout({
 
   // Fetch all editions (programs) for the edition selector
   const editions = await prisma.program.findMany({
+    where: { isTest: false },
     select: {
       id: true,
       name: true,

src/app/(observer)/observer/reports/page.tsx

@@ -1,26 +1,9 @@
 'use client'
 
-import { useState, useEffect, Suspense, useCallback } from 'react'
+import { useState, useEffect, Suspense } from 'react'
 import { useSearchParams } from 'next/navigation'
 import { trpc } from '@/lib/trpc/client'
-import {
-  Card,
-  CardContent,
-  CardDescription,
-  CardHeader,
-  CardTitle,
-} from '@/components/ui/card'
-import { Badge } from '@/components/ui/badge'
-import { Progress } from '@/components/ui/progress'
 import { Skeleton } from '@/components/ui/skeleton'
-import {
-  Table,
-  TableBody,
-  TableCell,
-  TableHead,
-  TableHeader,
-  TableRow,
-} from '@/components/ui/table'
 import {
   Select,
   SelectContent,
@@ -29,32 +12,28 @@ import {
   SelectValue,
 } from '@/components/ui/select'
 import { Tabs, TabsContent, TabsList, TabsTrigger } from '@/components/ui/tabs'
-import { Button } from '@/components/ui/button'
 import {
-  FileSpreadsheet,
-  BarChart3,
-  Users,
+  Globe,
+  LayoutDashboard,
+  Filter,
+  FolderOpen,
   TrendingUp,
-  Download,
-  Clock,
+  Users,
+  BarChart3,
+  Upload,
+  Presentation,
+  Vote,
 } from 'lucide-react'
-import { formatDateOnly } from '@/lib/utils'
-import {
-  ScoreDistributionChart,
-  EvaluationTimelineChart,
-  StatusBreakdownChart,
-  CriteriaScoresChart,
-} from '@/components/charts'
-import { BarChart } from '@tremor/react'
-import { CsvExportDialog } from '@/components/shared/csv-export-dialog'
-import { ExportPdfButton } from '@/components/shared/export-pdf-button'
-import { AnimatedCard } from '@/components/shared/animated-container'
+import type { LucideIcon } from 'lucide-react'
 
-function parseSelection(value: string | null): { roundId?: string; programId?: string } {
-  if (!value) return {}
-  if (value.startsWith('all:')) return { programId: value.slice(4) }
-  return { roundId: value }
-}
+import { GlobalAnalyticsTab } from '@/components/observer/reports/global-analytics-tab'
+import { IntakeReportTabs } from '@/components/observer/reports/intake-report-tabs'
+import { FilteringReportTabs } from '@/components/observer/reports/filtering-report-tabs'
+import { EvaluationReportTabs } from '@/components/observer/reports/evaluation-report-tabs'
+import { SubmissionReportTabs } from '@/components/observer/reports/submission-report-tabs'
+import { MentoringReportTabs } from '@/components/observer/reports/mentoring-report-tabs'
+import { LiveFinalReportTabs } from '@/components/observer/reports/live-final-report-tabs'
+import { DeliberationReportTabs } from '@/components/observer/reports/deliberation-report-tabs'
 
 const ROUND_TYPE_LABELS: Record<string, string> = {
   INTAKE: 'Intake',
@@ -72,711 +51,98 @@ type Stage = {
   status: string
   roundType: string
   windowCloseAt: Date | null
-  _count: { projects: number; assignments: number }
+  _count: { projects: number; assignments: number; evaluations: number }
   programId: string
   programName: string
 }
 
-function roundStatusLabel(status: string): string {
-  if (status === 'ROUND_ACTIVE') return 'Active'
-  if (status === 'ROUND_CLOSED') return 'Closed'
-  if (status === 'ROUND_DRAFT') return 'Draft'
-  if (status === 'ROUND_ARCHIVED') return 'Archived'
-  return status
-}
+type TabDef = { value: string; label: string; icon: LucideIcon }
 
-function roundStatusVariant(status: string): 'default' | 'secondary' | 'outline' {
-  if (status === 'ROUND_ACTIVE') return 'default'
-  if (status === 'ROUND_CLOSED') return 'secondary'
-  return 'outline'
-}
-
-function ProgressTab({ selectedValue, stages, stagesLoading, selectedRound }: {
-  selectedValue: string | null
-  stages: Stage[]
-  stagesLoading: boolean
-  selectedRound: Stage | undefined
-}) {
-  const queryInput = parseSelection(selectedValue)
-  const hasSelection = !!queryInput.roundId || !!queryInput.programId
-
-  const { data: overviewStats, isLoading: statsLoading } =
-    trpc.analytics.getOverviewStats.useQuery(queryInput, { enabled: hasSelection })
-
-  const { data: timeline, isLoading: timelineLoading } =
-    trpc.analytics.getEvaluationTimeline.useQuery(queryInput, { enabled: hasSelection })
-
-  const [csvOpen, setCsvOpen] = useState(false)
-  const [csvData, setCsvData] = useState<{ data: Record<string, unknown>[]; columns: string[] } | undefined>()
-  const [csvLoading, setCsvLoading] = useState(false)
-
-  const handleRequestCsvData = useCallback(async () => {
-    setCsvLoading(true)
-    const columns = ['roundName', 'roundType', 'status', 'projects', 'assignments', 'completionRate']
-    const data = stages.map((s) => {
-      const assigned = s._count.assignments
-      const projects = s._count.projects
-      const rate = assigned > 0 && projects > 0 ? Math.round((assigned / projects) * 100) : 0
-      return {
-        roundName: s.name,
-        roundType: ROUND_TYPE_LABELS[s.roundType] || s.roundType,
-        status: roundStatusLabel(s.status),
-        projects,
-        assignments: assigned,
-        completionRate: rate,
-      }
-    })
-    const result = { data, columns }
-    setCsvData(result)
-    setCsvLoading(false)
-    return result
-  }, [stages])
-
-  return (
-    <div className="space-y-6">
-      <div className="flex items-center justify-between flex-wrap gap-3">
-        <div>
-          <h2 className="text-base font-semibold">Progress Overview</h2>
-          <p className="text-sm text-muted-foreground">Evaluation progress across rounds</p>
-        </div>
-        <div className="flex items-center gap-2">
-          {selectedValue && !selectedValue.startsWith('all:') && (
-            <ExportPdfButton
-              roundId={selectedValue}
-              roundName={selectedRound?.name}
-              programName={selectedRound?.programName}
-            />
-          )}
-          <Button
-            variant="outline"
-            size="sm"
-            onClick={() => setCsvOpen(true)}
-            disabled={stagesLoading || stages.length === 0}
-          >
-            <Download className="mr-2 h-4 w-4" />
-            Export CSV
-          </Button>
-        </div>
-      </div>
-
-      <CsvExportDialog
-        open={csvOpen}
-        onOpenChange={setCsvOpen}
-        exportData={csvData}
-        isLoading={csvLoading}
-        filename="round-progress"
-        onRequestData={handleRequestCsvData}
-      />
-
-      {/* Stats tiles */}
-      {hasSelection && (
-        <>
-          {statsLoading ? (
-            <div className="grid gap-4 sm:grid-cols-3">
-              {[...Array(3)].map((_, i) => (
-                <Card key={i}>
-                  <CardHeader className="space-y-0 pb-2">
-                    <Skeleton className="h-4 w-20" />
-                  </CardHeader>
-                  <CardContent>
-                    <Skeleton className="h-8 w-16" />
-                    <Skeleton className="mt-2 h-3 w-24" />
-                  </CardContent>
-                </Card>
-              ))}
-            </div>
-          ) : overviewStats ? (
-            <div className="grid gap-4 sm:grid-cols-3">
-              <AnimatedCard index={0}>
-                <Card className="border-l-4 border-l-blue-500 transition-all duration-200 hover:-translate-y-0.5 hover:shadow-md">
-                  <CardContent className="p-5">
-                    <div className="flex items-center justify-between">
-                      <div>
-                        <p className="text-sm font-medium text-muted-foreground">Project Count</p>
-                        <p className="text-2xl font-bold mt-1">{overviewStats.projectCount}</p>
-                        <p className="text-xs text-muted-foreground mt-1">In selection</p>
-                      </div>
-                      <div className="rounded-xl bg-blue-50 p-3">
-                        <FileSpreadsheet className="h-5 w-5 text-blue-600" />
-                      </div>
-                    </div>
-                  </CardContent>
-                </Card>
-              </AnimatedCard>
-
-              <AnimatedCard index={1}>
-                <Card className="border-l-4 border-l-emerald-500 transition-all duration-200 hover:-translate-y-0.5 hover:shadow-md">
-                  <CardContent className="p-5">
-                    <div className="flex items-center justify-between">
-                      <div>
-                        <p className="text-sm font-medium text-muted-foreground">Evaluation Count</p>
-                        <p className="text-2xl font-bold mt-1">{overviewStats.evaluationCount}</p>
-                        <p className="text-xs text-muted-foreground mt-1">Submitted</p>
-                      </div>
-                      <div className="rounded-xl bg-emerald-50 p-3">
-                        <TrendingUp className="h-5 w-5 text-emerald-600" />
-                      </div>
-                    </div>
-                  </CardContent>
-                </Card>
-              </AnimatedCard>
-
-              <AnimatedCard index={2}>
-                <Card className="border-l-4 border-l-violet-500 transition-all duration-200 hover:-translate-y-0.5 hover:shadow-md">
-                  <CardContent className="p-5">
-                    <div>
-                      <div className="flex items-center justify-between">
-                        <div>
-                          <p className="text-sm font-medium text-muted-foreground">Completion Rate</p>
-                          <p className="text-2xl font-bold mt-1">{overviewStats.completionRate}%</p>
-                        </div>
-                        <div className="rounded-xl bg-violet-50 p-3">
-                          <BarChart3 className="h-5 w-5 text-violet-600" />
-                        </div>
-                      </div>
-                      <Progress value={overviewStats.completionRate} className="mt-3 h-2" gradient />
-                    </div>
-                  </CardContent>
-                </Card>
-              </AnimatedCard>
-            </div>
-          ) : null}
-        </>
-      )}
-
-      {/* Completion Timeline */}
-      {hasSelection && (
-        <>
-          {timelineLoading ? (
-            <Skeleton className="h-[320px]" />
-          ) : timeline?.length ? (
-            <EvaluationTimelineChart data={timeline} />
-          ) : (
-            <Card>
-              <CardContent className="flex items-center justify-center py-12">
-                <p className="text-muted-foreground text-sm">No evaluation timeline data available yet</p>
-              </CardContent>
-            </Card>
-          )}
-        </>
-      )}
-
-      {/* Round Breakdown Table - Desktop */}
-      {stagesLoading ? (
-        <Skeleton className="h-[300px]" />
-      ) : (
-        <>
-          <Card className="hidden md:block">
-            <CardHeader>
-              <CardTitle>Round Breakdown</CardTitle>
-              <CardDescription>Progress overview for each round</CardDescription>
-            </CardHeader>
-            <CardContent>
-              <Table>
-                <TableHeader>
-                  <TableRow>
-                    <TableHead>Round</TableHead>
-                    <TableHead>Type</TableHead>
-                    <TableHead>Status</TableHead>
-                    <TableHead className="text-right">Projects</TableHead>
-                    <TableHead className="text-right">Assignments</TableHead>
-                    <TableHead className="min-w-[140px]">Completion</TableHead>
-                    <TableHead className="text-right">Avg Days</TableHead>
-                  </TableRow>
-                </TableHeader>
-                <TableBody>
-                  {stages.map((stage) => {
-                    const projects = stage._count.projects
-                    const assignments = stage._count.assignments
-                    const rate = assignments > 0 && projects > 0 ? Math.round((assignments / projects) * 100) : 0
-                    return (
-                      <TableRow key={stage.id}>
-                        <TableCell>
-                          <div>
-                            <p className="font-medium">{stage.name}</p>
-                            {stage.windowCloseAt && (
-                              <p className="text-xs text-muted-foreground flex items-center gap-1 mt-0.5">
-                                <Clock className="h-3 w-3" />
-                                {formatDateOnly(stage.windowCloseAt)}
-                              </p>
-                            )}
-                          </div>
-                        </TableCell>
-                        <TableCell>
-                          <Badge variant="outline">
-                            {ROUND_TYPE_LABELS[stage.roundType] || stage.roundType}
-                          </Badge>
-                        </TableCell>
-                        <TableCell>
-                          <Badge variant={roundStatusVariant(stage.status)}>
-                            {roundStatusLabel(stage.status)}
-                          </Badge>
-                        </TableCell>
-                        <TableCell className="text-right">{projects}</TableCell>
-                        <TableCell className="text-right">{assignments}</TableCell>
-                        <TableCell>
-                          <div className="flex items-center gap-2">
-                            <Progress value={rate} className="h-2 w-20" />
-                            <span className="text-sm tabular-nums">{rate}%</span>
-                          </div>
-                        </TableCell>
-                        <TableCell className="text-right text-muted-foreground">-</TableCell>
-                      </TableRow>
-                    )
-                  })}
-                </TableBody>
-              </Table>
-            </CardContent>
-          </Card>
-
-          {/* Round Breakdown Cards - Mobile */}
-          <div className="space-y-3 md:hidden">
-            <h2 className="text-base font-semibold">Round Breakdown</h2>
-            {stages.map((stage) => {
-              const projects = stage._count.projects
-              const assignments = stage._count.assignments
-              const rate = assignments > 0 && projects > 0 ? Math.round((assignments / projects) * 100) : 0
-              return (
-                <Card key={stage.id}>
-                  <CardContent className="pt-4 space-y-3">
-                    <div className="flex items-start justify-between gap-2">
-                      <p className="font-medium leading-tight">{stage.name}</p>
-                      <Badge variant={roundStatusVariant(stage.status)} className="shrink-0">
-                        {roundStatusLabel(stage.status)}
-                      </Badge>
-                    </div>
-                    <div className="flex items-center gap-2">
-                      <Badge variant="outline">
-                        {ROUND_TYPE_LABELS[stage.roundType] || stage.roundType}
-                      </Badge>
-                    </div>
-                    <div className="grid grid-cols-2 gap-2 text-sm">
-                      <div>
-                        <p className="text-muted-foreground text-xs">Projects</p>
-                        <p className="font-medium">{projects}</p>
-                      </div>
-                      <div>
-                        <p className="text-muted-foreground text-xs">Assignments</p>
-                        <p className="font-medium">{assignments}</p>
-                      </div>
-                    </div>
-                    <div>
-                      <div className="flex items-center justify-between text-sm mb-1">
-                        <span className="text-muted-foreground text-xs">Completion</span>
-                        <span className="font-medium">{rate}%</span>
-                      </div>
-                      <Progress value={rate} className="h-2" />
-                    </div>
-                    {stage.windowCloseAt && (
-                      <p className="text-xs text-muted-foreground flex items-center gap-1">
-                        <Clock className="h-3 w-3" />
-                        Closes: {formatDateOnly(stage.windowCloseAt)}
-                      </p>
-                    )}
-                  </CardContent>
-                </Card>
-              )
-            })}
-          </div>
-        </>
-      )}
-    </div>
-  )
-}
-
-function JurorsTab({ selectedValue }: { selectedValue: string }) {
-  const queryInput = parseSelection(selectedValue)
-  const hasSelection = !!queryInput.roundId || !!queryInput.programId
-
-  const { data: workload, isLoading: workloadLoading } =
-    trpc.analytics.getJurorWorkload.useQuery(queryInput, { enabled: hasSelection })
-
-  const { data: consistency, isLoading: consistencyLoading } =
-    trpc.analytics.getJurorConsistency.useQuery(queryInput, { enabled: hasSelection })
-
-  const [csvOpen, setCsvOpen] = useState(false)
-  const [csvData, setCsvData] = useState<{ data: Record<string, unknown>[]; columns: string[] } | undefined>()
-  const [csvLoading, setCsvLoading] = useState(false)
-
-  type WorkloadItem = { id: string; name: string; assigned: number; completed: number; completionRate: number }
-  type ConsistencyJuror = { userId: string; name: string; evaluationCount: number; averageScore: number; stddev: number; isOutlier: boolean }
-
-  const handleRequestCsvData = useCallback(async () => {
-    setCsvLoading(true)
-    const columns = ['name', 'assigned', 'completed', 'completionRate', 'avgScore', 'stddev', 'isOutlier']
-
-    const workloadMap = new Map<string, WorkloadItem>()
-    if (workload) {
-      for (const w of (workload as unknown as WorkloadItem[])) {
-        workloadMap.set(w.id, w)
-      }
-    }
-
-    const jurors = (consistency as { overallAverage: number; jurors: ConsistencyJuror[] } | undefined)?.jurors ?? []
-    const data = jurors.map((j) => {
-      const w = workloadMap.get(j.userId)
-      return {
-        name: j.name,
-        assigned: w?.assigned ?? '-',
-        completed: w?.completed ?? '-',
-        completionRate: w ? `${w.completionRate}%` : '-',
-        avgScore: j.averageScore,
-        stddev: j.stddev,
-        isOutlier: j.isOutlier ? 'Yes' : 'No',
-      }
-    })
-
-    const result = { data, columns }
-    setCsvData(result)
-    setCsvLoading(false)
-    return result
-  }, [workload, consistency])
-
-  const isLoading = workloadLoading || consistencyLoading
-
-  type JurorRow = {
-    userId: string
-    name: string
-    assigned: number
-    completed: number
-    completionRate: number
-    averageScore: number
-    stddev: number
-    isOutlier: boolean
+function getRoundTabs(roundType: string): TabDef[] {
+  switch (roundType) {
+    case 'INTAKE':
+      return [{ value: 'overview', label: 'Overview', icon: LayoutDashboard }]
+    case 'FILTERING':
+      return [
+        { value: 'screening', label: 'Screening', icon: Filter },
+      ]
+    case 'EVALUATION':
+      return [
+        { value: 'evaluation', label: 'Evaluation', icon: TrendingUp },
+      ]
+    case 'SUBMISSION':
+      return [{ value: 'overview', label: 'Overview', icon: Upload }]
+    case 'MENTORING':
+      return [{ value: 'overview', label: 'Overview', icon: Users }]
+    case 'LIVE_FINAL':
+      return [{ value: 'session', label: 'Session', icon: Presentation }]
+    case 'DELIBERATION':
+      return [
+        { value: 'deliberation', label: 'Deliberation', icon: Vote },
+      ]
+    default:
+      return []
   }
-
-  const jurors: JurorRow[] = (() => {
-    if (!consistency) return []
-    const workloadMap = new Map<string, WorkloadItem>()
-    if (workload) {
-      for (const w of (workload as unknown as WorkloadItem[])) {
-        workloadMap.set(w.id, w)
-      }
-    }
-    const jurorList = (consistency as { overallAverage: number; jurors: ConsistencyJuror[] }).jurors ?? []
-    return jurorList
-      .map((j) => {
-        const w = workloadMap.get(j.userId)
-        return {
-          userId: j.userId,
-          name: j.name,
-          assigned: w?.assigned ?? 0,
-          completed: w?.completed ?? 0,
-          completionRate: w?.completionRate ?? 0,
-          averageScore: j.averageScore,
-          stddev: j.stddev,
-          isOutlier: j.isOutlier,
-        }
-      })
-      .sort((a, b) => b.assigned - a.assigned)
-  })()
-
-  return (
-    <div className="space-y-6">
-      <div className="flex items-center justify-between flex-wrap gap-3">
-        <div>
-          <h2 className="text-base font-semibold">Juror Performance</h2>
-          <p className="text-sm text-muted-foreground">Workload and scoring consistency per juror</p>
-        </div>
-        <Button
-          variant="outline"
-          size="sm"
-          onClick={() => setCsvOpen(true)}
-          disabled={!hasSelection || isLoading}
-        >
-          <Download className="mr-2 h-4 w-4" />
-          Export CSV
-        </Button>
-      </div>
-
-      <CsvExportDialog
-        open={csvOpen}
-        onOpenChange={setCsvOpen}
-        exportData={csvData}
-        isLoading={csvLoading}
-        filename="juror-performance"
-        onRequestData={handleRequestCsvData}
-      />
-
-      {/* Juror Performance Table */}
-      {isLoading ? (
-        <Skeleton className="h-[400px]" />
-      ) : jurors.length > 0 ? (
-        <>
-          {/* Desktop Table */}
-          <Card className="hidden md:block">
-            <CardContent className="p-0">
-              <Table>
-                <TableHeader>
-                  <TableRow>
-                    <TableHead>Juror</TableHead>
-                    <TableHead className="text-right">Assigned</TableHead>
-                    <TableHead className="text-right">Completed</TableHead>
-                    <TableHead className="min-w-[140px]">Rate</TableHead>
-                    <TableHead className="text-right">Avg Score</TableHead>
-                    <TableHead className="text-right">Std Dev</TableHead>
-                    <TableHead>Status</TableHead>
-                  </TableRow>
-                </TableHeader>
-                <TableBody>
-                  {jurors.map((j) => (
-                    <TableRow key={j.userId}>
-                      <TableCell className="font-medium">{j.name}</TableCell>
-                      <TableCell className="text-right">{j.assigned}</TableCell>
-                      <TableCell className="text-right">{j.completed}</TableCell>
-                      <TableCell>
-                        <div className="flex items-center gap-2">
-                          <Progress value={j.completionRate} className="h-2 w-20" />
-                          <span className="text-sm tabular-nums">{j.completionRate}%</span>
-                        </div>
-                      </TableCell>
-                      <TableCell className="text-right tabular-nums">{j.averageScore.toFixed(2)}</TableCell>
-                      <TableCell className="text-right tabular-nums">{j.stddev.toFixed(2)}</TableCell>
-                      <TableCell>
-                        {j.isOutlier ? (
-                          <Badge variant="destructive">Outlier</Badge>
-                        ) : (
-                          <Badge variant="outline">Normal</Badge>
-                        )}
-                      </TableCell>
-                    </TableRow>
-                  ))}
-                </TableBody>
-              </Table>
-            </CardContent>
-          </Card>
-
-          {/* Mobile Cards */}
-          <div className="space-y-3 md:hidden">
-            {jurors.map((j) => (
-              <Card key={j.userId}>
-                <CardContent className="pt-4 space-y-3">
-                  <div className="flex items-center justify-between">
-                    <p className="font-medium text-sm truncate">{j.name}</p>
-                    {j.isOutlier ? (
-                      <Badge variant="destructive" className="shrink-0">Outlier</Badge>
-                    ) : (
-                      <Badge variant="outline" className="shrink-0">Normal</Badge>
-                    )}
-                  </div>
-                  <div className="flex items-center gap-2">
-                    <Progress value={j.completionRate} className="h-2 flex-1" />
-                    <span className="text-sm tabular-nums shrink-0">{j.completionRate}%</span>
-                  </div>
-                  <div className="grid grid-cols-2 gap-x-4 gap-y-1 text-xs">
-                    <div className="flex justify-between">
-                      <span className="text-muted-foreground">Assigned</span>
-                      <span className="tabular-nums">{j.assigned}</span>
-                    </div>
-                    <div className="flex justify-between">
-                      <span className="text-muted-foreground">Completed</span>
-                      <span className="tabular-nums">{j.completed}</span>
-                    </div>
-                    <div className="flex justify-between">
-                      <span className="text-muted-foreground">Avg Score</span>
-                      <span className="tabular-nums">{j.averageScore.toFixed(2)}</span>
-                    </div>
-                    <div className="flex justify-between">
-                      <span className="text-muted-foreground">Std Dev</span>
-                      <span className="tabular-nums">{j.stddev.toFixed(2)}</span>
-                    </div>
-                  </div>
-                </CardContent>
-              </Card>
-            ))}
-          </div>
-        </>
-      ) : hasSelection ? (
-        <Card>
-          <CardContent className="flex items-center justify-center py-12">
-            <p className="text-sm text-muted-foreground">No juror data available for this selection</p>
-          </CardContent>
-        </Card>
-      ) : null}
-
-      {/* Heatmap placeholder */}
-      <Card className="border-dashed">
-        <CardContent className="flex flex-col items-center justify-center py-12 text-center">
-          <Users className="h-10 w-10 text-muted-foreground/40 mb-3" />
-          <p className="text-sm font-medium text-muted-foreground">Juror scoring heatmap</p>
-          <p className="text-xs text-muted-foreground mt-1">Coming soon</p>
-        </CardContent>
-      </Card>
-    </div>
-  )
 }
 
-function ScoresTab({ selectedValue, programId }: { selectedValue: string; programId: string | undefined }) {
-  const queryInput = parseSelection(selectedValue)
-  const hasSelection = !!queryInput.roundId || !!queryInput.programId
-
-  const { data: scoreDistribution, isLoading: scoreLoading } =
-    trpc.analytics.getScoreDistribution.useQuery(queryInput, { enabled: hasSelection })
-
-  const { data: statusBreakdown, isLoading: statusLoading } =
-    trpc.analytics.getStatusBreakdown.useQuery(queryInput, { enabled: hasSelection })
-
-  const { data: criteriaScores, isLoading: criteriaLoading } =
-    trpc.analytics.getCriteriaScores.useQuery(queryInput, { enabled: hasSelection })
-
-  const geoProgramId = queryInput.programId || programId
-  const { data: geoData, isLoading: geoLoading } =
-    trpc.analytics.getGeographicDistribution.useQuery(
-      { programId: geoProgramId!, roundId: queryInput.roundId },
-      { enabled: !!geoProgramId }
-    )
-
-  const [csvOpen, setCsvOpen] = useState(false)
-  const [csvData, setCsvData] = useState<{ data: Record<string, unknown>[]; columns: string[] } | undefined>()
-  const [csvLoading, setCsvLoading] = useState(false)
-
-  type CriterionItem = { criterionName: string; averageScore: number; count: number }
-
-  const handleRequestCsvData = useCallback(async () => {
-    setCsvLoading(true)
-    const columns = ['criterionName', 'averageScore', 'count']
-    const data = ((criteriaScores as CriterionItem[] | undefined) ?? []).map((c) => ({
-      criterionName: c.criterionName,
-      averageScore: c.averageScore,
-      count: c.count,
-    }))
-    const result = { data, columns }
-    setCsvData(result)
-    setCsvLoading(false)
-    return result
-  }, [criteriaScores])
-
-  // Country chart data
-  const countryChartData = (() => {
-    if (!geoData?.length) return []
-    const sorted = [...geoData].sort((a, b) => b.count - a.count)
-    return sorted.slice(0, 15).map((d) => {
-      let name = d.countryCode
-      try {
-        const displayNames = new Intl.DisplayNames(['en'], { type: 'region' })
-        name = displayNames.of(d.countryCode.toUpperCase()) || d.countryCode
-      } catch { /* keep code */ }
-      return { country: name, Projects: d.count }
-    })
-  })()
-
-  return (
-    <div className="space-y-6">
-      <div className="flex items-center justify-between flex-wrap gap-3">
-        <div>
-          <h2 className="text-base font-semibold">Scores & Analytics</h2>
-          <p className="text-sm text-muted-foreground">Score distributions, criteria breakdown and geographic data</p>
-        </div>
-        <Button
-          variant="outline"
-          size="sm"
-          onClick={() => setCsvOpen(true)}
-          disabled={!hasSelection || criteriaLoading}
-        >
-          <Download className="mr-2 h-4 w-4" />
-          Export CSV
-        </Button>
-      </div>
-
-      <CsvExportDialog
-        open={csvOpen}
-        onOpenChange={setCsvOpen}
-        exportData={csvData}
-        isLoading={csvLoading}
-        filename="scores-criteria"
-        onRequestData={handleRequestCsvData}
-      />
-
-      {/* Score Distribution & Status Breakdown */}
-      <div className="grid gap-6 lg:grid-cols-2">
-        {scoreLoading ? (
-          <Skeleton className="h-[350px]" />
-        ) : scoreDistribution ? (
-          <ScoreDistributionChart
-            data={scoreDistribution.distribution ?? []}
-            averageScore={scoreDistribution.averageScore ?? 0}
-            totalScores={scoreDistribution.totalScores ?? 0}
-          />
-        ) : hasSelection ? (
-          <Card>
-            <CardContent className="flex items-center justify-center py-12">
-              <p className="text-sm text-muted-foreground">No score data available yet</p>
-            </CardContent>
-          </Card>
-        ) : null}
-
-        {statusLoading ? (
-          <Skeleton className="h-[350px]" />
-        ) : statusBreakdown ? (
-          <StatusBreakdownChart data={statusBreakdown} />
-        ) : hasSelection ? (
-          <Card>
-            <CardContent className="flex items-center justify-center py-12">
-              <p className="text-sm text-muted-foreground">No status data available yet</p>
-            </CardContent>
-          </Card>
-        ) : null}
-      </div>
-
-      {/* Criteria Breakdown */}
-      {criteriaLoading ? (
-        <Skeleton className="h-[350px]" />
-      ) : criteriaScores?.length ? (
-        <CriteriaScoresChart data={criteriaScores} />
-      ) : hasSelection ? (
-        <Card>
-          <CardContent className="flex items-center justify-center py-12">
-            <p className="text-sm text-muted-foreground">No criteria score data available yet</p>
-          </CardContent>
-        </Card>
-      ) : null}
-
-      {/* Country Distribution */}
-      {geoLoading ? (
-        <Skeleton className="h-[400px]" />
-      ) : countryChartData.length > 0 ? (
-        <Card>
-          <CardHeader>
-            <CardTitle className="flex items-center justify-between">
-              <span>Top Countries</span>
-              <span className="text-sm font-normal text-muted-foreground">
-                {geoData?.length ?? 0} countries represented
-              </span>
-            </CardTitle>
-          </CardHeader>
-          <CardContent>
-            <BarChart
-              data={countryChartData}
-              index="country"
-              categories={['Projects']}
-              colors={['blue']}
-              layout="vertical"
-              yAxisWidth={140}
-              showLegend={false}
-              className="h-[400px]"
-            />
-          </CardContent>
-        </Card>
-      ) : null}
-    </div>
-  )
+function RoundTypeContent({
+  roundType,
+  roundId,
+  programId,
+  stages,
+  selectedValue,
+}: {
+  roundType: string
+  roundId: string
+  programId: string
+  stages: Stage[]
+  selectedValue: string | null
+}) {
+  switch (roundType) {
+    case 'INTAKE':
+      return <IntakeReportTabs roundId={roundId} programId={programId} />
+    case 'FILTERING':
+      return <FilteringReportTabs roundId={roundId} programId={programId} />
+    case 'EVALUATION':
+      return (
+        <EvaluationReportTabs
+          roundId={roundId}
+          programId={programId}
+          stages={stages}
+          selectedValue={selectedValue}
+        />
+      )
+    case 'SUBMISSION':
+      return <SubmissionReportTabs roundId={roundId} programId={programId} />
+    case 'MENTORING':
+      return <MentoringReportTabs roundId={roundId} programId={programId} />
+    case 'LIVE_FINAL':
+      return <LiveFinalReportTabs roundId={roundId} programId={programId} />
+    case 'DELIBERATION':
+      return <DeliberationReportTabs roundId={roundId} programId={programId} />
+    default:
+      return null
+  }
 }
 
 function ReportsPageContent() {
   const searchParams = useSearchParams()
   const roundFromUrl = searchParams.get('round')
   const [selectedValue, setSelectedValue] = useState<string | null>(roundFromUrl)
+  const [activeTab, setActiveTab] = useState<string | null>(null)
 
   const { data: programs, isLoading: stagesLoading } = trpc.program.list.useQuery({ includeStages: true })
 
   const stages: Stage[] = programs?.flatMap(p =>
-    ((p.stages || []) as { id: string; name: string; status: string; roundType: string; windowCloseAt: Date | null; _count: { projects: number; assignments: number } }[]).map(s => ({
+    ((p.stages || []) as { id: string; name: string; status: string; roundType: string; windowCloseAt: Date | null; _count: { projects: number; assignments: number; evaluations: number } }[]).map(s => ({
       ...s,
       programId: p.id,
       programName: `${p.year} Edition`,
     }))
   ) ?? []
 
+  const allRoundIds = stages.map((s) => s.id)
+
   useEffect(() => {
     if (stages.length && !selectedValue) {
       const active = stages.find((s) => s.status === 'ROUND_ACTIVE')
@@ -784,7 +150,26 @@ function ReportsPageContent() {
     }
   }, [stages.length, selectedValue])
 
+  // Reset to first round-specific tab when round selection changes
+  useEffect(() => {
+    setActiveTab(null)
+  }, [selectedValue])
+
+  const isAllRounds = selectedValue?.startsWith('all:')
   const selectedRound = stages.find((s) => s.id === selectedValue)
+  const roundType = selectedRound?.roundType ?? ''
+  const programId = isAllRounds
+    ? selectedValue!.slice(4)
+    : selectedRound?.programId ?? programs?.[0]?.id ?? ''
+
+  const roundSpecificTabs = isAllRounds
+    ? [{ value: 'progress', label: 'Progress', icon: TrendingUp }]
+    : getRoundTabs(roundType)
+
+  const allTabs: TabDef[] = [
+    ...roundSpecificTabs,
+    { value: 'global', label: 'Global', icon: Globe },
+  ]
 
   return (
     <div className="space-y-6">
@@ -820,63 +205,47 @@ function ReportsPageContent() {
         )}
       </div>
 
-      <Tabs defaultValue="progress" className="space-y-6">
-        <TabsList>
-          <TabsTrigger value="progress" className="gap-2">
-            <TrendingUp className="h-4 w-4" />
-            Progress
-          </TabsTrigger>
-          <TabsTrigger value="jurors" className="gap-2" disabled={!selectedValue}>
-            <Users className="h-4 w-4" />
-            Jurors
-          </TabsTrigger>
-          <TabsTrigger value="scores" className="gap-2" disabled={!selectedValue}>
-            <BarChart3 className="h-4 w-4" />
-            Scores & Analytics
-          </TabsTrigger>
-        </TabsList>
+      {selectedValue && (
+        <Tabs value={activeTab ?? allTabs[0]?.value ?? 'global'} onValueChange={setActiveTab} className="space-y-6">
+          <TabsList>
+            {allTabs.map((tab) => (
+              <TabsTrigger key={tab.value} value={tab.value} className="gap-2">
+                <tab.icon className="h-4 w-4" />
+                {tab.label}
+              </TabsTrigger>
+            ))}
+          </TabsList>
 
-        <TabsContent value="progress">
-          <ProgressTab
-            selectedValue={selectedValue}
-            stages={stages}
-            stagesLoading={stagesLoading}
-            selectedRound={selectedRound}
-          />
-        </TabsContent>
+          <TabsContent value="global">
+            <GlobalAnalyticsTab
+              programId={programId}
+              roundIds={allRoundIds.length >= 2 ? allRoundIds : undefined}
+            />
+          </TabsContent>
 
-        <TabsContent value="jurors">
-          {selectedValue ? (
-            <JurorsTab selectedValue={selectedValue} />
-          ) : (
-            <Card>
-              <CardContent className="flex flex-col items-center justify-center py-12 text-center">
-                <Users className="h-12 w-12 text-muted-foreground/50" />
-                <p className="mt-2 font-medium">Select a round</p>
-                <p className="text-sm text-muted-foreground">
-                  Choose a round or edition from the dropdown above to view juror data
-                </p>
-              </CardContent>
-            </Card>
-          )}
-        </TabsContent>
-
-        <TabsContent value="scores">
-          {selectedValue ? (
-            <ScoresTab selectedValue={selectedValue} programId={selectedRound?.programId ?? programs?.[0]?.id} />
-          ) : (
-            <Card>
-              <CardContent className="flex flex-col items-center justify-center py-12 text-center">
-                <BarChart3 className="h-12 w-12 text-muted-foreground/50" />
-                <p className="mt-2 font-medium">Select a round</p>
-                <p className="text-sm text-muted-foreground">
-                  Choose a round or edition from the dropdown above to view scores and analytics
-                </p>
-              </CardContent>
-            </Card>
-          )}
-        </TabsContent>
-      </Tabs>
+          {/* Round-type-specific or "All Rounds" progress tab */}
+          {roundSpecificTabs.map((tab) => (
+            <TabsContent key={tab.value} value={tab.value}>
+              {isAllRounds ? (
+                <EvaluationReportTabs
+                  roundId=""
+                  programId={programId}
+                  stages={stages}
+                  selectedValue={selectedValue}
+                />
+              ) : selectedRound ? (
+                <RoundTypeContent
+                  roundType={roundType}
+                  roundId={selectedRound.id}
+                  programId={programId}
+                  stages={stages}
+                  selectedValue={selectedValue}
+                />
+              ) : null}
+            </TabsContent>
+          ))}
+        </Tabs>
+      )}
     </div>
   )
 }

src/app/api/cron/draft-cleanup/route.ts

@@ -13,8 +13,10 @@ export async function GET(request: NextRequest): Promise<NextResponse> {
     const now = new Date()
 
     // Delete projects where isDraft=true AND draftExpiresAt has passed
+    // Exclude test projects — they are managed separately
     const result = await prisma.project.deleteMany({
       where: {
+        isTest: false,
         isDraft: true,
         draftExpiresAt: {
           lt: now,

src/app/globals.css

@@ -43,6 +43,44 @@
 /* Source the JS config for extended theme values */
 @config "../../tailwind.config.ts";
 
+/* Tremor generates Tailwind utility classes dynamically via template literals
+   (e.g. `fill-${color}-${shade}`). Tailwind v4's scanner cannot detect these,
+   so we must explicitly safelist every color+shade+property combination. */
+@source "../../node_modules/@tremor/react/dist/**/*.js";
+
+/* Safelist Tremor chart color utilities — all colors × key shades × fill/stroke/bg */
+@source inline("{fill,stroke,bg,text}-{blue,emerald,amber,violet,rose,indigo,sky,fuchsia,lime,orange,cyan,teal,purple,slate,gray,zinc,neutral,stone,red,yellow,green,pink}-{50,100,200,300,400,500,600,700,800,900,950}");
+@source inline("hover:{bg,text,border}-{blue,emerald,amber,violet,rose,indigo,sky,fuchsia,lime,orange,cyan,teal,purple,slate,gray,zinc,neutral,stone,red,yellow,green,pink}-{50,100,200,300,400,500,600,700,800,900,950}");
+@source inline("{border,ring}-{blue,emerald,amber,violet,rose,indigo,sky,fuchsia,lime,orange,cyan,teal,purple,slate,gray,zinc,neutral,stone,red,yellow,green,pink}-{50,100,200,300,400,500,600,700,800,900,950}");
+
+/* Safelist Tremor design token utility classes */
+@source inline("{fill,stroke,bg,text,border}-tremor-{brand,background,border,content,content-emphasis,default,label,card,dropdown}");
+
+/* Tremor design tokens — normally registered by Tremor's TW3 plugin.
+   We define them manually for Tailwind v4 compatibility. */
+@theme {
+  --color-tremor-brand: var(--color-blue-500);
+  --color-tremor-brand-emphasis: var(--color-blue-700);
+  --color-tremor-brand-inverted: #fff;
+  --color-tremor-brand-muted: var(--color-blue-200);
+  --color-tremor-brand-faint: var(--color-blue-50);
+  --color-tremor-background: #fff;
+  --color-tremor-background-emphasis: var(--color-gray-700);
+  --color-tremor-background-muted: var(--color-gray-50);
+  --color-tremor-background-subtle: var(--color-gray-100);
+  --color-tremor-border: var(--color-gray-200);
+  --color-tremor-content: var(--color-gray-500);
+  --color-tremor-content-emphasis: var(--color-gray-700);
+  --color-tremor-content-strong: var(--color-gray-900);
+  --color-tremor-content-subtle: var(--color-gray-400);
+  --color-tremor-content-inverted: #fff;
+  --color-tremor-ring: var(--color-gray-200);
+  --color-tremor-default: var(--color-gray-500);
+  --color-tremor-label: var(--color-gray-400);
+  --color-tremor-card: #fff;
+  --color-tremor-dropdown: #fff;
+}
+
 /* Theme variables - using CSS custom properties with Tailwind v4 @theme */
 @theme {
   /* Container */

src/app/layout.tsx

@@ -2,6 +2,7 @@ import type { Metadata } from 'next'
 import './globals.css'
 import { Providers } from './providers'
 import { Toaster } from 'sonner'
+import { ImpersonationBanner } from '@/components/shared/impersonation-banner'
 
 export const metadata: Metadata = {
   title: {
@@ -22,7 +23,10 @@ export default function RootLayout({
   return (
     <html lang="en" suppressHydrationWarning>
       <body className="min-h-screen bg-background font-sans antialiased">
-        <Providers>{children}</Providers>
+        <Providers>
+          <ImpersonationBanner />
+          {children}
+        </Providers>
         <Toaster
           position="top-right"
           toastOptions={{

src/components/admin/round/submission-window-manager.tsx

@@ -1,654 +0,0 @@
-'use client'
-
-import { useState } from 'react'
-import { trpc } from '@/lib/trpc/client'
-import { toast } from 'sonner'
-import { Card, CardContent, CardHeader, CardTitle } from '@/components/ui/card'
-import { Button } from '@/components/ui/button'
-import { Input } from '@/components/ui/input'
-import { Label } from '@/components/ui/label'
-import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from '@/components/ui/select'
-import { Badge } from '@/components/ui/badge'
-import { Switch } from '@/components/ui/switch'
-import {
-  Dialog,
-  DialogContent,
-  DialogDescription,
-  DialogFooter,
-  DialogHeader,
-  DialogTitle,
-  DialogTrigger,
-} from '@/components/ui/dialog'
-import { Plus, Lock, Unlock, LockKeyhole, Loader2, Pencil, Trash2 } from 'lucide-react'
-import { cn } from '@/lib/utils'
-import { format } from 'date-fns'
-
-type SubmissionWindowManagerProps = {
-  competitionId: string
-  roundId: string
-}
-
-export function SubmissionWindowManager({ competitionId, roundId }: SubmissionWindowManagerProps) {
-  const [isCreateOpen, setIsCreateOpen] = useState(false)
-  const [editingWindow, setEditingWindow] = useState<string | null>(null)
-  const [deletingWindow, setDeletingWindow] = useState<string | null>(null)
-
-  // Create form state
-  const [createForm, setCreateForm] = useState({
-    name: '',
-    slug: '',
-    roundNumber: 1,
-    windowOpenAt: '',
-    windowCloseAt: '',
-    deadlinePolicy: 'HARD_DEADLINE' as 'HARD_DEADLINE' | 'FLAG' | 'GRACE',
-    graceHours: 0,
-    lockOnClose: true,
-  })
-
-  // Edit form state
-  const [editForm, setEditForm] = useState({
-    name: '',
-    slug: '',
-    roundNumber: 1,
-    windowOpenAt: '',
-    windowCloseAt: '',
-    deadlinePolicy: 'HARD_DEADLINE' as 'HARD_DEADLINE' | 'FLAG' | 'GRACE',
-    graceHours: 0,
-    lockOnClose: true,
-    sortOrder: 1,
-  })
-
-  const utils = trpc.useUtils()
-
-  const { data: competition, isLoading } = trpc.competition.getById.useQuery({
-    id: competitionId,
-  })
-
-  const createWindowMutation = trpc.round.createSubmissionWindow.useMutation({
-    onSuccess: () => {
-      utils.competition.getById.invalidate({ id: competitionId })
-      toast.success('Submission window created')
-      setIsCreateOpen(false)
-      // Reset form
-      setCreateForm({
-        name: '',
-        slug: '',
-        roundNumber: 1,
-        windowOpenAt: '',
-        windowCloseAt: '',
-        deadlinePolicy: 'HARD_DEADLINE',
-        graceHours: 0,
-        lockOnClose: true,
-      })
-    },
-    onError: (err) => toast.error(err.message),
-  })
-
-  const updateWindowMutation = trpc.round.updateSubmissionWindow.useMutation({
-    onSuccess: () => {
-      utils.competition.getById.invalidate({ id: competitionId })
-      toast.success('Submission window updated')
-      setEditingWindow(null)
-    },
-    onError: (err) => toast.error(err.message),
-  })
-
-  const deleteWindowMutation = trpc.round.deleteSubmissionWindow.useMutation({
-    onSuccess: () => {
-      utils.competition.getById.invalidate({ id: competitionId })
-      toast.success('Submission window deleted')
-      setDeletingWindow(null)
-    },
-    onError: (err) => toast.error(err.message),
-  })
-
-  const openWindowMutation = trpc.round.openSubmissionWindow.useMutation({
-    onSuccess: () => {
-      utils.competition.getById.invalidate({ id: competitionId })
-      toast.success('Window opened')
-    },
-    onError: (err) => toast.error(err.message),
-  })
-
-  const closeWindowMutation = trpc.round.closeSubmissionWindow.useMutation({
-    onSuccess: () => {
-      utils.competition.getById.invalidate({ id: competitionId })
-      toast.success('Window closed')
-    },
-    onError: (err) => toast.error(err.message),
-  })
-
-  const lockWindowMutation = trpc.round.lockSubmissionWindow.useMutation({
-    onSuccess: () => {
-      utils.competition.getById.invalidate({ id: competitionId })
-      toast.success('Window locked')
-    },
-    onError: (err) => toast.error(err.message),
-  })
-
-  const handleCreateNameChange = (value: string) => {
-    const autoSlug = value.toLowerCase().replace(/\s+/g, '-').replace(/[^a-z0-9-]/g, '')
-    setCreateForm({ ...createForm, name: value, slug: autoSlug })
-  }
-
-  const handleEditNameChange = (value: string) => {
-    const autoSlug = value.toLowerCase().replace(/\s+/g, '-').replace(/[^a-z0-9-]/g, '')
-    setEditForm({ ...editForm, name: value, slug: autoSlug })
-  }
-
-  const handleCreate = () => {
-    if (!createForm.name || !createForm.slug) {
-      toast.error('Name and slug are required')
-      return
-    }
-
-    createWindowMutation.mutate({
-      competitionId,
-      name: createForm.name,
-      slug: createForm.slug,
-      roundNumber: createForm.roundNumber,
-      windowOpenAt: createForm.windowOpenAt ? new Date(createForm.windowOpenAt) : undefined,
-      windowCloseAt: createForm.windowCloseAt ? new Date(createForm.windowCloseAt) : undefined,
-      deadlinePolicy: createForm.deadlinePolicy,
-      graceHours: createForm.deadlinePolicy === 'GRACE' ? createForm.graceHours : undefined,
-      lockOnClose: createForm.lockOnClose,
-    })
-  }
-
-  const handleEdit = () => {
-    if (!editingWindow) return
-    if (!editForm.name || !editForm.slug) {
-      toast.error('Name and slug are required')
-      return
-    }
-
-    updateWindowMutation.mutate({
-      id: editingWindow,
-      name: editForm.name,
-      slug: editForm.slug,
-      roundNumber: editForm.roundNumber,
-      windowOpenAt: editForm.windowOpenAt ? new Date(editForm.windowOpenAt) : null,
-      windowCloseAt: editForm.windowCloseAt ? new Date(editForm.windowCloseAt) : null,
-      deadlinePolicy: editForm.deadlinePolicy,
-      graceHours: editForm.deadlinePolicy === 'GRACE' ? editForm.graceHours : null,
-      lockOnClose: editForm.lockOnClose,
-      sortOrder: editForm.sortOrder,
-    })
-  }
-
-  const handleDelete = () => {
-    if (!deletingWindow) return
-    deleteWindowMutation.mutate({ id: deletingWindow })
-  }
-
-  const openEditDialog = (window: any) => {
-    setEditForm({
-      name: window.name,
-      slug: window.slug,
-      roundNumber: window.roundNumber,
-      windowOpenAt: window.windowOpenAt ? new Date(window.windowOpenAt).toISOString().slice(0, 16) : '',
-      windowCloseAt: window.windowCloseAt ? new Date(window.windowCloseAt).toISOString().slice(0, 16) : '',
-      deadlinePolicy: window.deadlinePolicy ?? 'HARD_DEADLINE',
-      graceHours: window.graceHours ?? 0,
-      lockOnClose: window.lockOnClose ?? true,
-      sortOrder: window.sortOrder ?? 1,
-    })
-    setEditingWindow(window.id)
-  }
-
-  const formatDate = (date: Date | null | undefined) => {
-    if (!date) return 'Not set'
-    return format(new Date(date), 'MMM d, yyyy h:mm a')
-  }
-
-  const windows = competition?.submissionWindows ?? []
-
-  return (
-    <div className="space-y-4">
-      <Card>
-        <CardHeader>
-          <div className="flex flex-col gap-3 sm:flex-row sm:items-center sm:justify-between">
-            <div>
-              <CardTitle className="text-base">Submission Windows</CardTitle>
-              <p className="text-sm text-muted-foreground">
-                File upload windows for this round
-              </p>
-            </div>
-            <Dialog open={isCreateOpen} onOpenChange={setIsCreateOpen}>
-              <DialogTrigger asChild>
-                <Button size="sm" variant="outline" className="w-full sm:w-auto">
-                  <Plus className="h-4 w-4 mr-1" />
-                  Create Window
-                </Button>
-              </DialogTrigger>
-              <DialogContent className="max-h-[90vh] overflow-y-auto">
-                <DialogHeader>
-                  <DialogTitle>Create Submission Window</DialogTitle>
-                </DialogHeader>
-                <div className="space-y-4">
-                  <div className="space-y-2">
-                    <Label htmlFor="create-name">Window Name</Label>
-                    <Input
-                      id="create-name"
-                      placeholder="e.g., Round 1 Submissions"
-                      value={createForm.name}
-                      onChange={(e) => handleCreateNameChange(e.target.value)}
-                    />
-                  </div>
-
-                  <div className="space-y-2">
-                    <Label htmlFor="create-slug">Slug</Label>
-                    <Input
-                      id="create-slug"
-                      placeholder="e.g., round-1-submissions"
-                      value={createForm.slug}
-                      onChange={(e) => setCreateForm({ ...createForm, slug: e.target.value })}
-                    />
-                  </div>
-
-                  <div className="space-y-2">
-                    <Label htmlFor="create-roundNumber">Round Number</Label>
-                    <Input
-                      id="create-roundNumber"
-                      type="number"
-                      min={1}
-                      value={createForm.roundNumber}
-                      onChange={(e) => setCreateForm({ ...createForm, roundNumber: parseInt(e.target.value, 10) || 1 })}
-                    />
-                  </div>
-
-                  <div className="space-y-2">
-                    <Label htmlFor="create-windowOpenAt">Window Open At</Label>
-                    <Input
-                      id="create-windowOpenAt"
-                      type="datetime-local"
-                      value={createForm.windowOpenAt}
-                      onChange={(e) => setCreateForm({ ...createForm, windowOpenAt: e.target.value })}
-                    />
-                  </div>
-
-                  <div className="space-y-2">
-                    <Label htmlFor="create-windowCloseAt">Window Close At</Label>
-                    <Input
-                      id="create-windowCloseAt"
-                      type="datetime-local"
-                      value={createForm.windowCloseAt}
-                      onChange={(e) => setCreateForm({ ...createForm, windowCloseAt: e.target.value })}
-                    />
-                  </div>
-
-                  <div className="space-y-2">
-                    <Label htmlFor="create-deadlinePolicy">Deadline Policy</Label>
-                    <Select
-                      value={createForm.deadlinePolicy}
-                      onValueChange={(value: 'HARD_DEADLINE' | 'FLAG' | 'GRACE') =>
-                        setCreateForm({ ...createForm, deadlinePolicy: value })
-                      }
-                    >
-                      <SelectTrigger id="create-deadlinePolicy">
-                        <SelectValue />
-                      </SelectTrigger>
-                      <SelectContent>
-                        <SelectItem value="HARD_DEADLINE">Hard Deadline</SelectItem>
-                        <SelectItem value="FLAG">Flag Late Submissions</SelectItem>
-                        <SelectItem value="GRACE">Grace Period</SelectItem>
-                      </SelectContent>
-                    </Select>
-                  </div>
-
-                  {createForm.deadlinePolicy === 'GRACE' && (
-                    <div className="space-y-2">
-                      <Label htmlFor="create-graceHours">Grace Hours</Label>
-                      <Input
-                        id="create-graceHours"
-                        type="number"
-                        min={0}
-                        value={createForm.graceHours}
-                        onChange={(e) => setCreateForm({ ...createForm, graceHours: parseInt(e.target.value, 10) || 0 })}
-                      />
-                    </div>
-                  )}
-
-                  <div className="flex items-center gap-2">
-                    <Switch
-                      id="create-lockOnClose"
-                      checked={createForm.lockOnClose}
-                      onCheckedChange={(checked) => setCreateForm({ ...createForm, lockOnClose: checked })}
-                    />
-                    <Label htmlFor="create-lockOnClose" className="cursor-pointer">
-                      Lock window on close
-                    </Label>
-                  </div>
-
-                  <div className="flex gap-2 pt-4">
-                    <Button
-                      variant="outline"
-                      className="flex-1"
-                      onClick={() => setIsCreateOpen(false)}
-                    >
-                      Cancel
-                    </Button>
-                    <Button
-                      className="flex-1"
-                      onClick={handleCreate}
-                      disabled={createWindowMutation.isPending}
-                    >
-                      {createWindowMutation.isPending && (
-                        <Loader2 className="h-4 w-4 mr-2 animate-spin" />
-                      )}
-                      Create
-                    </Button>
-                  </div>
-                </div>
-              </DialogContent>
-            </Dialog>
-          </div>
-        </CardHeader>
-        <CardContent>
-          {isLoading ? (
-            <div className="py-8 text-center text-sm text-muted-foreground">
-              Loading windows...
-            </div>
-          ) : windows.length === 0 ? (
-            <div className="py-8 text-center text-sm text-muted-foreground">
-              No submission windows yet. Create one to enable file uploads.
-            </div>
-          ) : (
-            <div className="space-y-2">
-              {windows.map((window) => {
-                const isPending = !window.windowOpenAt
-                const isOpen = window.windowOpenAt && !window.windowCloseAt
-                const isClosed = window.windowCloseAt && !window.isLocked
-                const isLocked = window.isLocked
-
-                return (
-                  <div
-                    key={window.id}
-                    className="flex flex-col gap-3 border rounded-lg p-3"
-                  >
-                    <div className="flex flex-col sm:flex-row sm:items-start sm:justify-between gap-3">
-                      <div className="min-w-0 flex-1">
-                        <div className="flex items-center gap-2 flex-wrap">
-                          <p className="text-sm font-medium truncate">{window.name}</p>
-                          {isPending && (
-                            <Badge variant="secondary" className="text-[10px] bg-gray-100 text-gray-700">
-                              Pending
-                            </Badge>
-                          )}
-                          {isOpen && (
-                            <Badge variant="secondary" className="text-[10px] bg-emerald-100 text-emerald-700">
-                              Open
-                            </Badge>
-                          )}
-                          {isClosed && (
-                            <Badge variant="secondary" className="text-[10px] bg-blue-100 text-blue-700">
-                              Closed
-                            </Badge>
-                          )}
-                          {isLocked && (
-                            <Badge variant="secondary" className="text-[10px] bg-red-100 text-red-700">
-                              <LockKeyhole className="h-2.5 w-2.5 mr-1" />
-                              Locked
-                            </Badge>
-                          )}
-
-                        </div>
-                        <p className="text-xs text-muted-foreground font-mono mt-0.5">{window.slug}</p>
-                        <div className="flex flex-wrap gap-2 mt-1 text-xs text-muted-foreground">
-                          <span>Round {window.roundNumber}</span>
-                          <span>•</span>
-                          <span>{window._count.fileRequirements} requirements</span>
-                          <span>•</span>
-                          <span>{window._count.projectFiles} files</span>
-                        </div>
-                        <div className="flex flex-wrap gap-2 mt-1 text-xs text-muted-foreground">
-                          <span>Open: {formatDate(window.windowOpenAt)}</span>
-                          <span>•</span>
-                          <span>Close: {formatDate(window.windowCloseAt)}</span>
-                        </div>
-                      </div>
-
-                      <div className="flex items-center gap-2 shrink-0 flex-wrap">
-                        <Button
-                          size="sm"
-                          variant="ghost"
-                          onClick={() => openEditDialog(window)}
-                          className="h-8 px-2"
-                        >
-                          <Pencil className="h-3 w-3" />
-                        </Button>
-                        <Button
-                          size="sm"
-                          variant="ghost"
-                          onClick={() => setDeletingWindow(window.id)}
-                          className="h-8 px-2 text-destructive hover:text-destructive"
-                        >
-                          <Trash2 className="h-3 w-3" />
-                        </Button>
-                        {isPending && (
-                          <Button
-                            size="sm"
-                            variant="outline"
-                            onClick={() => openWindowMutation.mutate({ windowId: window.id })}
-                            disabled={openWindowMutation.isPending}
-                          >
-                            {openWindowMutation.isPending ? (
-                              <Loader2 className="h-3 w-3 mr-1 animate-spin" />
-                            ) : (
-                              <Unlock className="h-3 w-3 mr-1" />
-                            )}
-                            Open
-                          </Button>
-                        )}
-                        {isOpen && (
-                          <Button
-                            size="sm"
-                            variant="outline"
-                            onClick={() => closeWindowMutation.mutate({ windowId: window.id })}
-                            disabled={closeWindowMutation.isPending}
-                          >
-                            {closeWindowMutation.isPending ? (
-                              <Loader2 className="h-3 w-3 mr-1 animate-spin" />
-                            ) : (
-                              <Lock className="h-3 w-3 mr-1" />
-                            )}
-                            Close
-                          </Button>
-                        )}
-                        {isClosed && (
-                          <Button
-                            size="sm"
-                            variant="outline"
-                            onClick={() => lockWindowMutation.mutate({ windowId: window.id })}
-                            disabled={lockWindowMutation.isPending}
-                          >
-                            {lockWindowMutation.isPending ? (
-                              <Loader2 className="h-3 w-3 mr-1 animate-spin" />
-                            ) : (
-                              <LockKeyhole className="h-3 w-3 mr-1" />
-                            )}
-                            Lock
-                          </Button>
-                        )}
-                      </div>
-                    </div>
-                  </div>
-                )
-              })}
-            </div>
-          )}
-        </CardContent>
-      </Card>
-
-      {/* Edit Dialog */}
-      <Dialog open={!!editingWindow} onOpenChange={(open) => !open && setEditingWindow(null)}>
-        <DialogContent className="max-h-[90vh] overflow-y-auto">
-          <DialogHeader>
-            <DialogTitle>Edit Submission Window</DialogTitle>
-          </DialogHeader>
-          <div className="space-y-4">
-            <div className="space-y-2">
-              <Label htmlFor="edit-name">Window Name</Label>
-              <Input
-                id="edit-name"
-                placeholder="e.g., Round 1 Submissions"
-                value={editForm.name}
-                onChange={(e) => handleEditNameChange(e.target.value)}
-              />
-            </div>
-
-            <div className="space-y-2">
-              <Label htmlFor="edit-slug">Slug</Label>
-              <Input
-                id="edit-slug"
-                placeholder="e.g., round-1-submissions"
-                value={editForm.slug}
-                onChange={(e) => setEditForm({ ...editForm, slug: e.target.value })}
-              />
-            </div>
-
-            <div className="space-y-2">
-              <Label htmlFor="edit-roundNumber">Round Number</Label>
-              <Input
-                id="edit-roundNumber"
-                type="number"
-                min={1}
-                value={editForm.roundNumber}
-                onChange={(e) => setEditForm({ ...editForm, roundNumber: parseInt(e.target.value, 10) || 1 })}
-              />
-            </div>
-
-            <div className="space-y-2">
-              <Label htmlFor="edit-windowOpenAt">Window Open At</Label>
-              <Input
-                id="edit-windowOpenAt"
-                type="datetime-local"
-                value={editForm.windowOpenAt}
-                onChange={(e) => setEditForm({ ...editForm, windowOpenAt: e.target.value })}
-              />
-            </div>
-
-            <div className="space-y-2">
-              <Label htmlFor="edit-windowCloseAt">Window Close At</Label>
-              <Input
-                id="edit-windowCloseAt"
-                type="datetime-local"
-                value={editForm.windowCloseAt}
-                onChange={(e) => setEditForm({ ...editForm, windowCloseAt: e.target.value })}
-              />
-            </div>
-
-            <div className="space-y-2">
-              <Label htmlFor="edit-deadlinePolicy">Deadline Policy</Label>
-              <Select
-                value={editForm.deadlinePolicy}
-                onValueChange={(value: 'HARD_DEADLINE' | 'FLAG' | 'GRACE') =>
-                  setEditForm({ ...editForm, deadlinePolicy: value })
-                }
-              >
-                <SelectTrigger id="edit-deadlinePolicy">
-                  <SelectValue />
-                </SelectTrigger>
-                <SelectContent>
-                  <SelectItem value="HARD_DEADLINE">Hard Deadline</SelectItem>
-                  <SelectItem value="FLAG">Flag Late Submissions</SelectItem>
-                  <SelectItem value="GRACE">Grace Period</SelectItem>
-                </SelectContent>
-              </Select>
-            </div>
-
-            {editForm.deadlinePolicy === 'GRACE' && (
-              <div className="space-y-2">
-                <Label htmlFor="edit-graceHours">Grace Hours</Label>
-                <Input
-                  id="edit-graceHours"
-                  type="number"
-                  min={0}
-                  value={editForm.graceHours}
-                  onChange={(e) => setEditForm({ ...editForm, graceHours: parseInt(e.target.value, 10) || 0 })}
-                />
-              </div>
-            )}
-
-            <div className="flex items-center gap-2">
-              <Switch
-                id="edit-lockOnClose"
-                checked={editForm.lockOnClose}
-                onCheckedChange={(checked) => setEditForm({ ...editForm, lockOnClose: checked })}
-              />
-              <Label htmlFor="edit-lockOnClose" className="cursor-pointer">
-                Lock window on close
-              </Label>
-            </div>
-
-            <div className="space-y-2">
-              <Label htmlFor="edit-sortOrder">Sort Order</Label>
-              <Input
-                id="edit-sortOrder"
-                type="number"
-                min={1}
-                value={editForm.sortOrder}
-                onChange={(e) => setEditForm({ ...editForm, sortOrder: parseInt(e.target.value, 10) || 1 })}
-              />
-            </div>
-
-            <div className="flex gap-2 pt-4">
-              <Button
-                variant="outline"
-                className="flex-1"
-                onClick={() => setEditingWindow(null)}
-              >
-                Cancel
-              </Button>
-              <Button
-                className="flex-1"
-                onClick={handleEdit}
-                disabled={updateWindowMutation.isPending}
-              >
-                {updateWindowMutation.isPending && (
-                  <Loader2 className="h-4 w-4 mr-2 animate-spin" />
-                )}
-                Save Changes
-              </Button>
-            </div>
-          </div>
-        </DialogContent>
-      </Dialog>
-
-      {/* Delete Confirmation Dialog */}
-      <Dialog open={!!deletingWindow} onOpenChange={(open) => !open && setDeletingWindow(null)}>
-        <DialogContent>
-          <DialogHeader>
-            <DialogTitle>Delete Submission Window</DialogTitle>
-            <DialogDescription>
-              Are you sure you want to delete this submission window? This action cannot be undone.
-              {(windows.find(w => w.id === deletingWindow)?._count?.projectFiles ?? 0) > 0 && (
-                <span className="block mt-2 text-destructive font-medium">
-                  Warning: This window has uploaded files and cannot be deleted until they are removed.
-                </span>
-              )}
-            </DialogDescription>
-          </DialogHeader>
-          <DialogFooter className="flex gap-2">
-            <Button
-              variant="outline"
-              onClick={() => setDeletingWindow(null)}
-            >
-              Cancel
-            </Button>
-            <Button
-              variant="destructive"
-              onClick={handleDelete}
-              disabled={deleteWindowMutation.isPending}
-            >
-              {deleteWindowMutation.isPending && (
-                <Loader2 className="h-4 w-4 mr-2 animate-spin" />
-              )}
-              Delete
-            </Button>
-          </DialogFooter>
-        </DialogContent>
-      </Dialog>
-    </div>
-  )
-}

src/components/charts/chart-theme.ts

@@ -52,6 +52,10 @@ export const TREMOR_STATUS_COLORS: Record<string, string> = {
   IN_PROGRESS: 'blue',
   PASSED: 'emerald',
   COMPLETED: 'indigo',
+  // Evaluation review states
+  FULLY_REVIEWED: 'emerald',
+  PARTIALLY_REVIEWED: 'amber',
+  NOT_REVIEWED: 'rose',
 }
 
 // Project status colors — mapped to actual ProjectStatus enum values
@@ -64,12 +68,16 @@ export const STATUS_COLORS: Record<string, string> = {
   REJECTED: '#de0f1e',     // Red
   DRAFT: '#9ca3af',        // Gray
   WITHDRAWN: '#6b7280',    // Dark Gray
+  // Evaluation review states
+  FULLY_REVIEWED: '#2d8659',   // Sea Green
+  PARTIALLY_REVIEWED: '#d97706', // Amber
+  NOT_REVIEWED: '#de0f1e',       // Red
 }
 
 // Human-readable status labels
 export const STATUS_LABELS: Record<string, string> = {
   SUBMITTED: 'Submitted',
-  ELIGIBLE: 'Eligible',
+  ELIGIBLE: 'In-Competition',
   ASSIGNED: 'Special Award',
   SEMIFINALIST: 'Semi-finalist',
   FINALIST: 'Finalist',
@@ -81,6 +89,10 @@ export const STATUS_LABELS: Record<string, string> = {
   IN_PROGRESS: 'In Progress',
   PASSED: 'Passed',
   COMPLETED: 'Completed',
+  // Evaluation review states
+  FULLY_REVIEWED: 'Fully Reviewed',
+  PARTIALLY_REVIEWED: 'Partially Reviewed',
+  NOT_REVIEWED: 'Not Reviewed',
 }
 
 /**

src/components/charts/diversity-metrics.tsx

@@ -1,9 +1,8 @@
 'use client'
 
-import { DonutChart, BarChart } from '@tremor/react'
+import { BarChart } from '@tremor/react'
 import { Card, CardContent, CardHeader, CardTitle } from '@/components/ui/card'
 import { Badge } from '@/components/ui/badge'
-import { TREMOR_CHART_COLORS } from './chart-theme'
 
 interface DiversityData {
   total: number
@@ -48,76 +47,69 @@ export function DiversityMetricsChart({ data }: DiversityMetricsProps) {
     )
   }
 
-  // Top countries for donut chart (max 10, others grouped)
-  const topCountries = (data.byCountry || []).slice(0, 10)
-  const otherCountries = (data.byCountry || []).slice(10)
-  const countryData = otherCountries.length > 0
-    ? [...topCountries, {
-        country: 'Others',
-        count: otherCountries.reduce((sum, c) => sum + c.count, 0),
-        percentage: otherCountries.reduce((sum, c) => sum + c.percentage, 0),
-      }]
-    : topCountries
-
-  const donutData = countryData.map((c) => ({
-    name: getCountryName(c.country),
-    value: c.count,
+  // Top countries — horizontal bar chart for readability
+  const countryBarData = (data.byCountry || []).slice(0, 15).map((c) => ({
+    country: getCountryName(c.country),
+    Projects: c.count,
   }))
 
   const categoryData = (data.byCategory || []).slice(0, 10).map((c) => ({
     category: formatLabel(c.category),
-    Count: c.count,
+    Projects: c.count,
   }))
 
   const oceanIssueData = (data.byOceanIssue || []).slice(0, 15).map((o) => ({
     issue: formatLabel(o.issue),
-    Count: o.count,
+    Projects: o.count,
   }))
 
   return (
     <div className="space-y-6">
-      {/* Summary */}
-      <div className="grid gap-4 sm:grid-cols-2 lg:grid-cols-4">
+      {/* Summary stats row */}
+      <div className="grid grid-cols-2 gap-3 sm:grid-cols-4">
         <Card>
-          <CardContent className="pt-6">
-            <div className="text-2xl font-bold">{data.total}</div>
-            <p className="text-sm text-muted-foreground">Total Projects</p>
+          <CardContent className="p-4">
+            <p className="text-2xl font-bold tabular-nums">{data.total}</p>
+            <p className="text-xs text-muted-foreground">Total Projects</p>
           </CardContent>
         </Card>
         <Card>
-          <CardContent className="pt-6">
-            <div className="text-2xl font-bold">{(data.byCountry || []).length}</div>
-            <p className="text-sm text-muted-foreground">Countries Represented</p>
+          <CardContent className="p-4">
+            <p className="text-2xl font-bold tabular-nums">{(data.byCountry || []).length}</p>
+            <p className="text-xs text-muted-foreground">Countries</p>
           </CardContent>
         </Card>
         <Card>
-          <CardContent className="pt-6">
-            <div className="text-2xl font-bold">{(data.byCategory || []).length}</div>
-            <p className="text-sm text-muted-foreground">Categories</p>
+          <CardContent className="p-4">
+            <p className="text-2xl font-bold tabular-nums">{(data.byCategory || []).length}</p>
+            <p className="text-xs text-muted-foreground">Categories</p>
           </CardContent>
         </Card>
         <Card>
-          <CardContent className="pt-6">
-            <div className="text-2xl font-bold">{(data.byTag || []).length}</div>
-            <p className="text-sm text-muted-foreground">Unique Tags</p>
+          <CardContent className="p-4">
+            <p className="text-2xl font-bold tabular-nums">{(data.byOceanIssue || []).length}</p>
+            <p className="text-xs text-muted-foreground">Ocean Issues</p>
           </CardContent>
         </Card>
       </div>
 
       <div className="grid gap-6 lg:grid-cols-2">
-        {/* Country Distribution */}
+        {/* Country Distribution — horizontal bars */}
         <Card>
-          <CardHeader>
-            <CardTitle>Geographic Distribution</CardTitle>
+          <CardHeader className="pb-2">
+            <CardTitle className="text-base">Geographic Distribution</CardTitle>
           </CardHeader>
           <CardContent>
-            {donutData.length > 0 ? (
-              <DonutChart
-                data={donutData}
-                category="value"
-                index="name"
-                colors={[...TREMOR_CHART_COLORS]}
-                className="h-[400px]"
+            {countryBarData.length > 0 ? (
+              <BarChart
+                data={countryBarData}
+                index="country"
+                categories={['Projects']}
+                colors={['cyan']}
+                showLegend={false}
+                layout="horizontal"
+                yAxisWidth={120}
+                className="h-[360px]"
               />
             ) : (
               <p className="text-muted-foreground text-center py-8">No geographic data</p>
@@ -125,23 +117,47 @@ export function DiversityMetricsChart({ data }: DiversityMetricsProps) {
           </CardContent>
         </Card>
 
-        {/* Category Distribution */}
+        {/* Competition Categories — horizontal bars */}
         <Card>
-          <CardHeader>
-            <CardTitle>Competition Categories</CardTitle>
+          <CardHeader className="pb-2">
+            <CardTitle className="text-base">Competition Categories</CardTitle>
           </CardHeader>
           <CardContent>
             {categoryData.length > 0 ? (
-              <BarChart
-                data={categoryData}
-                index="category"
-                categories={['Count']}
-                colors={['indigo']}
-                layout="horizontal"
-                yAxisWidth={120}
-                showLegend={false}
-                className="h-[400px]"
-              />
+              categoryData.length <= 4 ? (
+                /* Clean stacked bars for few categories */
+                <div className="space-y-4 pt-2">
+                  {categoryData.map((c) => {
+                    const maxCount = Math.max(...categoryData.map((d) => d.Projects))
+                    const pct = maxCount > 0 ? (c.Projects / maxCount) * 100 : 0
+                    return (
+                      <div key={c.category} className="space-y-1.5">
+                        <div className="flex items-center justify-between text-sm">
+                          <span className="font-medium">{c.category}</span>
+                          <span className="tabular-nums text-muted-foreground">{c.Projects}</span>
+                        </div>
+                        <div className="h-3 w-full rounded-full bg-muted overflow-hidden">
+                          <div
+                            className="h-full rounded-full bg-[#053d57] transition-all duration-500"
+                            style={{ width: `${pct}%` }}
+                          />
+                        </div>
+                      </div>
+                    )
+                  })}
+                </div>
+              ) : (
+                <BarChart
+                  data={categoryData}
+                  index="category"
+                  categories={['Projects']}
+                  colors={['indigo']}
+                  layout="horizontal"
+                  yAxisWidth={140}
+                  showLegend={false}
+                  className="h-[280px]"
+                />
+              )
             ) : (
               <p className="text-muted-foreground text-center py-8">No category data</p>
             )}
@@ -149,45 +165,43 @@ export function DiversityMetricsChart({ data }: DiversityMetricsProps) {
         </Card>
       </div>
 
-      {/* Ocean Issues */}
+      {/* Ocean Issues — horizontal bars for readability */}
       {oceanIssueData.length > 0 && (
         <Card>
-          <CardHeader>
-            <CardTitle>Ocean Issues Addressed</CardTitle>
+          <CardHeader className="pb-2">
+            <CardTitle className="text-base">Ocean Issues Addressed</CardTitle>
           </CardHeader>
           <CardContent>
             <BarChart
               data={oceanIssueData}
               index="issue"
-              categories={['Count']}
+              categories={['Projects']}
               colors={['blue']}
               showLegend={false}
-              yAxisWidth={40}
+              layout="horizontal"
+              yAxisWidth={200}
               className="h-[400px]"
-              rotateLabelX={{ angle: -35, xAxisHeight: 80 }}
             />
           </CardContent>
         </Card>
       )}
 
-      {/* Tags Cloud */}
+      {/* Tags — clean pill cloud */}
       {(data.byTag || []).length > 0 && (
         <Card>
-          <CardHeader>
-            <CardTitle>Project Tags</CardTitle>
+          <CardHeader className="pb-2">
+            <CardTitle className="text-base">Project Tags</CardTitle>
           </CardHeader>
           <CardContent>
             <div className="flex flex-wrap gap-2">
               {(data.byTag || []).slice(0, 30).map((tag) => (
                 <Badge
                   key={tag.tag}
-                  variant="secondary"
-                  className="text-sm"
-                  style={{
-                    fontSize: `${Math.max(0.75, Math.min(1.4, 0.75 + tag.percentage / 20))}rem`,
-                  }}
+                  variant="outline"
+                  className="px-3 py-1 text-sm font-normal"
                 >
-                  {tag.tag} ({tag.count})
+                  {tag.tag}
+                  <span className="ml-1.5 text-muted-foreground tabular-nums">({tag.count})</span>
                 </Badge>
               ))}
             </div>

src/components/charts/index.ts

@@ -10,3 +10,4 @@ export { GeographicSummaryCard } from './geographic-summary-card'
 export { CrossStageComparisonChart } from './cross-round-comparison'
 export { JurorConsistencyChart } from './juror-consistency'
 export { DiversityMetricsChart } from './diversity-metrics'
+export { JurorScoreHeatmap } from './juror-score-heatmap'

src/components/charts/juror-consistency.tsx

@@ -1,6 +1,5 @@
 'use client'
 
-import { ScatterChart } from '@tremor/react'
 import { Card, CardContent, CardHeader, CardTitle } from '@/components/ui/card'
 import { Badge } from '@/components/ui/badge'
 import {
@@ -12,6 +11,7 @@ import {
   TableRow,
 } from '@/components/ui/table'
 import { AlertTriangle } from 'lucide-react'
+import { scoreGradient } from './chart-theme'
 
 interface JurorMetric {
   userId: string
@@ -30,6 +30,24 @@ interface JurorConsistencyProps {
   }
 }
 
+function ScoreDot({ score, maxScore = 10 }: { score: number; maxScore?: number }) {
+  const pct = ((score / maxScore) * 100).toFixed(1)
+  return (
+    <div className="flex items-center gap-2 w-full min-w-[120px]">
+      <div className="flex-1 h-2.5 rounded-full bg-muted overflow-hidden">
+        <div
+          className="h-full rounded-full transition-all duration-300"
+          style={{
+            width: `${pct}%`,
+            backgroundColor: scoreGradient(score),
+          }}
+        />
+      </div>
+      <span className="text-xs tabular-nums font-medium w-8 text-right">{score.toFixed(1)}</span>
+    </div>
+  )
+}
+
 export function JurorConsistencyChart({ data }: JurorConsistencyProps) {
   if (!data?.jurors?.length) {
     return (
@@ -42,27 +60,19 @@ export function JurorConsistencyChart({ data }: JurorConsistencyProps) {
   }
 
   const outlierCount = data.jurors.filter((j) => j.isOutlier).length
-
-  const scatterData = data.jurors.map((j) => ({
-    'Average Score': parseFloat(j.averageScore.toFixed(2)),
-    'Std Deviation': parseFloat(j.stddev.toFixed(2)),
-    category: j.isOutlier ? 'Outlier' : 'Normal',
-    name: j.name,
-    evaluations: j.evaluationCount,
-    size: Math.max(8, Math.min(20, j.evaluationCount * 2)),
-  }))
+  const sorted = [...data.jurors].sort((a, b) => b.averageScore - a.averageScore)
 
   return (
     <div className="space-y-6">
-      {/* Scatter: Average Score vs Standard Deviation */}
+      {/* Juror Scoring Patterns — bar-based visual instead of scatter */}
       <Card>
         <CardHeader>
-          <CardTitle className="flex items-center justify-between">
-            <span>Juror Scoring Patterns</span>
-            <span className="text-sm font-normal text-muted-foreground">
+          <CardTitle className="flex items-center justify-between flex-wrap gap-2">
+            <span className="text-base">Juror Scoring Patterns</span>
+            <span className="text-sm font-normal text-muted-foreground flex items-center gap-2">
               Overall Avg: {data.overallAverage.toFixed(2)}
               {outlierCount > 0 && (
-                <Badge variant="destructive" className="ml-2">
+                <Badge variant="destructive">
                   {outlierCount} outlier{outlierCount > 1 ? 's' : ''}
                 </Badge>
               )}
@@ -70,18 +80,31 @@ export function JurorConsistencyChart({ data }: JurorConsistencyProps) {
           </CardTitle>
         </CardHeader>
         <CardContent>
-          <ScatterChart
-            data={scatterData}
-            x="Average Score"
-            y="Std Deviation"
-            category="category"
-            size="size"
-            colors={['blue', 'rose']}
-            className="h-[400px]"
-          />
-          <p className="text-xs text-muted-foreground mt-2 text-center">
-            Dot size represents number of evaluations. Red dots indicate outlier
-            jurors (2+ points from mean).
+          <div className="space-y-2">
+            {sorted.map((juror) => (
+              <div
+                key={juror.userId}
+                className={`flex items-center gap-3 rounded-md px-3 py-2 ${juror.isOutlier ? 'bg-destructive/5 border border-destructive/20' : 'hover:bg-muted/50'}`}
+              >
+                <div className="w-36 shrink-0 truncate">
+                  <span className="text-sm font-medium">{juror.name}</span>
+                </div>
+                <div className="flex-1">
+                  <ScoreDot score={juror.averageScore} />
+                </div>
+                <div className="hidden sm:flex items-center gap-3 text-xs text-muted-foreground shrink-0">
+                  <span className="tabular-nums">&sigma; {juror.stddev.toFixed(1)}</span>
+                  <span className="tabular-nums">{juror.evaluationCount} eval{juror.evaluationCount !== 1 ? 's' : ''}</span>
+                </div>
+                {juror.isOutlier && (
+                  <AlertTriangle className="h-3.5 w-3.5 text-destructive shrink-0" />
+                )}
+              </div>
+            ))}
+          </div>
+          {/* Overall average line */}
+          <p className="text-xs text-muted-foreground mt-4 text-center">
+            Bars show average score per juror. &sigma; = standard deviation. Outliers deviate 2+ points from the overall mean.
           </p>
         </CardContent>
       </Card>
@@ -89,57 +112,92 @@ export function JurorConsistencyChart({ data }: JurorConsistencyProps) {
       {/* Juror details table */}
       <Card>
         <CardHeader>
-          <CardTitle>Juror Consistency Details</CardTitle>
+          <CardTitle className="text-base">Juror Consistency Details</CardTitle>
         </CardHeader>
         <CardContent>
-          <Table>
-            <TableHeader>
-              <TableRow>
-                <TableHead>Juror</TableHead>
-                <TableHead className="text-right">Evaluations</TableHead>
-                <TableHead className="text-right">Avg Score</TableHead>
-                <TableHead className="text-right">Std Dev</TableHead>
-                <TableHead className="text-right">
-                  Deviation from Mean
-                </TableHead>
-                <TableHead className="text-center">Status</TableHead>
-              </TableRow>
-            </TableHeader>
-            <TableBody>
-              {data.jurors.map((juror) => (
-                <TableRow
-                  key={juror.userId}
-                  className={juror.isOutlier ? 'bg-destructive/5' : ''}
-                >
-                  <TableCell>
-                    <p className="font-medium">{juror.name}</p>
-                  </TableCell>
-                  <TableCell className="text-right tabular-nums">
-                    {juror.evaluationCount}
-                  </TableCell>
-                  <TableCell className="text-right tabular-nums">
-                    {juror.averageScore.toFixed(2)}
-                  </TableCell>
-                  <TableCell className="text-right tabular-nums">
-                    {juror.stddev.toFixed(2)}
-                  </TableCell>
-                  <TableCell className="text-right tabular-nums">
-                    {juror.deviationFromOverall.toFixed(2)}
-                  </TableCell>
-                  <TableCell className="text-center">
-                    {juror.isOutlier ? (
-                      <Badge variant="destructive" className="gap-1">
-                        <AlertTriangle className="h-3 w-3" />
-                        Outlier
-                      </Badge>
-                    ) : (
-                      <Badge variant="secondary">Normal</Badge>
-                    )}
-                  </TableCell>
+          {/* Desktop table */}
+          <div className="hidden md:block">
+            <Table>
+              <TableHeader>
+                <TableRow>
+                  <TableHead>Juror</TableHead>
+                  <TableHead className="text-right">Evaluations</TableHead>
+                  <TableHead className="text-right">Avg Score</TableHead>
+                  <TableHead className="text-right">Std Dev</TableHead>
+                  <TableHead className="text-right">Deviation</TableHead>
+                  <TableHead className="text-center">Status</TableHead>
                 </TableRow>
-              ))}
-            </TableBody>
-          </Table>
+              </TableHeader>
+              <TableBody>
+                {sorted.map((juror) => (
+                  <TableRow
+                    key={juror.userId}
+                    className={juror.isOutlier ? 'bg-destructive/5' : ''}
+                  >
+                    <TableCell className="font-medium">{juror.name}</TableCell>
+                    <TableCell className="text-right tabular-nums">
+                      {juror.evaluationCount}
+                    </TableCell>
+                    <TableCell className="text-right tabular-nums">
+                      {juror.averageScore.toFixed(2)}
+                    </TableCell>
+                    <TableCell className="text-right tabular-nums">
+                      {juror.stddev.toFixed(2)}
+                    </TableCell>
+                    <TableCell className="text-right tabular-nums">
+                      {juror.deviationFromOverall >= 0 ? '+' : ''}{juror.deviationFromOverall.toFixed(2)}
+                    </TableCell>
+                    <TableCell className="text-center">
+                      {juror.isOutlier ? (
+                        <Badge variant="destructive" className="gap-1">
+                          <AlertTriangle className="h-3 w-3" />
+                          Outlier
+                        </Badge>
+                      ) : (
+                        <Badge variant="secondary">Normal</Badge>
+                      )}
+                    </TableCell>
+                  </TableRow>
+                ))}
+              </TableBody>
+            </Table>
+          </div>
+
+          {/* Mobile card stack */}
+          <div className="space-y-2 md:hidden">
+            {sorted.map((juror) => (
+              <div
+                key={juror.userId}
+                className={`rounded-md border p-3 space-y-1 ${juror.isOutlier ? 'bg-destructive/5 border-destructive/20' : ''}`}
+              >
+                <div className="flex items-center justify-between">
+                  <span className="text-sm font-medium">{juror.name}</span>
+                  {juror.isOutlier ? (
+                    <Badge variant="destructive" className="gap-1 text-[10px]">
+                      <AlertTriangle className="h-3 w-3" />
+                      Outlier
+                    </Badge>
+                  ) : (
+                    <Badge variant="secondary" className="text-[10px]">Normal</Badge>
+                  )}
+                </div>
+                <div className="grid grid-cols-3 gap-2 text-xs">
+                  <div>
+                    <p className="text-muted-foreground">Avg Score</p>
+                    <p className="font-medium tabular-nums">{juror.averageScore.toFixed(2)}</p>
+                  </div>
+                  <div>
+                    <p className="text-muted-foreground">Std Dev</p>
+                    <p className="font-medium tabular-nums">{juror.stddev.toFixed(2)}</p>
+                  </div>
+                  <div>
+                    <p className="text-muted-foreground">Evals</p>
+                    <p className="font-medium tabular-nums">{juror.evaluationCount}</p>
+                  </div>
+                </div>
+              </div>
+            ))}
+          </div>
         </CardContent>
       </Card>
     </div>

src/components/charts/juror-score-heatmap.tsx

@@ -0,0 +1,240 @@
+'use client'
+
+import { Fragment, useState } from 'react'
+import { Card, CardContent, CardHeader, CardTitle, CardDescription } from '@/components/ui/card'
+import { Badge } from '@/components/ui/badge'
+import { scoreGradient } from './chart-theme'
+
+interface JurorScoreHeatmapProps {
+  jurors: { id: string; name: string }[]
+  projects: { id: string; title: string }[]
+  cells: { jurorId: string; projectId: string; score: number | null }[]
+  truncated?: boolean
+  totalProjects?: number
+}
+
+function getScoreColor(score: number | null): string {
+  if (score === null) return 'transparent'
+  return scoreGradient(score)
+}
+
+function getTextColor(score: number | null): string {
+  if (score === null) return 'inherit'
+  return score >= 6 ? '#ffffff' : '#1a1a1a'
+}
+
+function ScoreBadge({ score }: { score: number }) {
+  return (
+    <span
+      className="inline-flex items-center justify-center rounded-md px-2 py-0.5 text-xs font-semibold tabular-nums min-w-[36px]"
+      style={{
+        backgroundColor: getScoreColor(score),
+        color: getTextColor(score),
+      }}
+    >
+      {score.toFixed(1)}
+    </span>
+  )
+}
+
+function JurorSummaryRow({
+  juror,
+  scores,
+  averageScore,
+  projectCount,
+  isExpanded,
+  onToggle,
+  projects,
+}: {
+  juror: { id: string; name: string }
+  scores: { projectId: string; score: number | null }[]
+  averageScore: number | null
+  projectCount: number
+  isExpanded: boolean
+  onToggle: () => void
+  projects: { id: string; title: string }[]
+}) {
+  const scored = scores.filter((s) => s.score !== null)
+  const unscored = projectCount - scored.length
+
+  return (
+    <>
+      <tr
+        className="border-b cursor-pointer transition-colors hover:bg-muted/50"
+        onClick={onToggle}
+      >
+        <td className="py-3 px-4 font-medium text-sm whitespace-nowrap">
+          <div className="flex items-center gap-2">
+            <span className={`inline-flex h-5 w-5 items-center justify-center rounded text-[10px] font-bold transition-transform ${isExpanded ? 'rotate-90' : ''}`}>
+              ›
+            </span>
+            {juror.name}
+          </div>
+        </td>
+        <td className="py-3 px-4 text-center tabular-nums text-sm">
+          {scored.length}
+          <span className="text-muted-foreground">/{projectCount}</span>
+        </td>
+        <td className="py-3 px-4 text-center">
+          {averageScore !== null ? (
+            <ScoreBadge score={averageScore} />
+          ) : (
+            <span className="text-xs text-muted-foreground">—</span>
+          )}
+        </td>
+        <td className="py-3 px-4">
+          {/* Mini score bar */}
+          <div className="flex items-center gap-0.5">
+            {scored
+              .sort((a, b) => (a.score ?? 0) - (b.score ?? 0))
+              .map((s, i) => (
+                <div
+                  key={i}
+                  className="h-4 w-1.5 rounded-full"
+                  style={{ backgroundColor: getScoreColor(s.score) }}
+                  title={`${s.score?.toFixed(1)}`}
+                />
+              ))}
+            {unscored > 0 &&
+              Array.from({ length: Math.min(unscored, 10) }).map((_, i) => (
+                <div
+                  key={`empty-${i}`}
+                  className="h-4 w-1.5 rounded-full bg-muted"
+                />
+              ))}
+          </div>
+        </td>
+      </tr>
+      {isExpanded && (
+        <tr className="border-b bg-muted/30">
+          <td colSpan={4} className="p-4">
+            <div className="grid grid-cols-2 sm:grid-cols-3 md:grid-cols-4 lg:grid-cols-5 gap-2">
+              {projects.map((p) => {
+                const cell = scores.find((s) => s.projectId === p.id)
+                const score = cell?.score ?? null
+                return (
+                  <div
+                    key={p.id}
+                    className="flex items-center gap-2 rounded-md border bg-background px-2.5 py-1.5"
+                  >
+                    {score !== null ? (
+                      <ScoreBadge score={score} />
+                    ) : (
+                      <span className="inline-flex items-center justify-center rounded-md bg-muted px-2 py-0.5 text-xs text-muted-foreground min-w-[36px]">
+                        —
+                      </span>
+                    )}
+                    <span className="text-xs truncate" title={p.title}>
+                      {p.title}
+                    </span>
+                  </div>
+                )
+              })}
+            </div>
+          </td>
+        </tr>
+      )}
+    </>
+  )
+}
+
+export function JurorScoreHeatmap({
+  jurors,
+  projects,
+  cells,
+  truncated,
+  totalProjects,
+}: JurorScoreHeatmapProps) {
+  const [expandedId, setExpandedId] = useState<string | null>(null)
+
+  const cellMap = new Map<string, number | null>()
+  for (const c of cells) {
+    cellMap.set(`${c.jurorId}:${c.projectId}`, c.score)
+  }
+
+  if (jurors.length === 0 || projects.length === 0) {
+    return (
+      <Card>
+        <CardContent className="flex items-center justify-center py-12">
+          <p className="text-sm text-muted-foreground">No score data available for heatmap</p>
+        </CardContent>
+      </Card>
+    )
+  }
+
+  // Compute per-juror data
+  const jurorData = jurors.map((j) => {
+    const scores = projects.map((p) => ({
+      projectId: p.id,
+      score: cellMap.get(`${j.id}:${p.id}`) ?? null,
+    }))
+    const scored = scores.filter((s) => s.score !== null)
+    const avg = scored.length > 0
+      ? scored.reduce((sum, s) => sum + (s.score ?? 0), 0) / scored.length
+      : null
+    return { juror: j, scores, averageScore: avg ? parseFloat(avg.toFixed(1)) : null, scoredCount: scored.length }
+  })
+
+  // Sort: jurors with most evaluations first
+  jurorData.sort((a, b) => b.scoredCount - a.scoredCount)
+
+  // Color legend
+  const legendScores = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+
+  return (
+    <Card>
+      <CardHeader>
+        <div className="flex items-start justify-between gap-4">
+          <div>
+            <CardTitle className="text-base">Score Heatmap</CardTitle>
+            <CardDescription>
+              {jurors.length} juror{jurors.length !== 1 ? 's' : ''} &middot; {projects.length} project{projects.length !== 1 ? 's' : ''}
+              {truncated && totalProjects ? ` (top ${projects.length} of ${totalProjects})` : ''}
+            </CardDescription>
+          </div>
+          {/* Color legend */}
+          <div className="hidden sm:flex items-center gap-1 shrink-0">
+            <span className="text-[10px] text-muted-foreground mr-1">Low</span>
+            {legendScores.map((s) => (
+              <div
+                key={s}
+                className="h-4 w-4 rounded-sm"
+                style={{ backgroundColor: getScoreColor(s) }}
+                title={s.toString()}
+              />
+            ))}
+            <span className="text-[10px] text-muted-foreground ml-1">High</span>
+          </div>
+        </div>
+      </CardHeader>
+      <CardContent>
+        <div className="overflow-x-auto">
+          <table className="w-full">
+            <thead>
+              <tr className="border-b text-xs text-muted-foreground">
+                <th className="text-left py-2 px-4 font-medium">Juror</th>
+                <th className="text-center py-2 px-4 font-medium whitespace-nowrap">Reviewed</th>
+                <th className="text-center py-2 px-4 font-medium">Avg</th>
+                <th className="text-left py-2 px-4 font-medium">Score Distribution</th>
+              </tr>
+            </thead>
+            <tbody>
+              {jurorData.map(({ juror, scores, averageScore }) => (
+                <JurorSummaryRow
+                  key={juror.id}
+                  juror={juror}
+                  scores={scores}
+                  averageScore={averageScore}
+                  projectCount={projects.length}
+                  isExpanded={expandedId === juror.id}
+                  onToggle={() => setExpandedId(expandedId === juror.id ? null : juror.id)}
+                  projects={projects}
+                />
+              ))}
+            </tbody>
+          </table>
+        </div>
+      </CardContent>
+    </Card>
+  )
+}

src/components/layouts/admin-sidebar.tsx

@@ -226,7 +226,8 @@ export function AdminSidebar({ user }: AdminSidebarProps) {
             {navigation.map((item) => {
               const isActive =
                 pathname === item.href ||
-                (item.href !== '/admin' && pathname.startsWith(item.href))
+                (item.href !== '/admin' && pathname.startsWith(item.href)) ||
+                (item.href === '/admin/rounds' && pathname.startsWith('/admin/competitions'))
               return (
                 <div key={item.name}>
                   <Link
@@ -258,12 +259,24 @@ export function AdminSidebar({ user }: AdminSidebarProps) {
                   Administration
                 </p>
                 {dynamicAdminNav.map((item) => {
+                  const isDisabled = item.name === 'Apply Page' && !currentEdition?.id
                   let isActive = pathname.startsWith(item.href)
                   if (item.activeMatch) {
                     isActive = pathname.includes(item.activeMatch)
                   } else if (item.activeExclude && pathname.includes(item.activeExclude)) {
                     isActive = false
                   }
+                  if (isDisabled) {
+                    return (
+                      <span
+                        key={item.name}
+                        className="group flex items-center gap-3 rounded-lg px-3 py-2.5 text-sm font-medium opacity-50 pointer-events-none text-muted-foreground"
+                      >
+                        <item.icon className="h-4 w-4 text-muted-foreground" />
+                        {item.name}
+                      </span>
+                    )
+                  }
                   return (
                     <Link
                       key={item.name}

src/components/observer/observer-dashboard-content.tsx

@@ -30,7 +30,6 @@ import {
   ClipboardList,
   BarChart3,
   TrendingUp,
-  CheckCircle2,
   Users,
   Globe,
   ChevronRight,
@@ -201,79 +200,31 @@ export function ObserverDashboardContent({ userName }: { userName?: string }) {
         <p className="text-muted-foreground">Welcome, {userName || 'Observer'}</p>
       </div>
 
-      {/* Six Stat Tiles */}
+      {/* Stats Strip */}
       {statsLoading ? (
-        <div className="grid grid-cols-2 gap-4 md:grid-cols-3 lg:grid-cols-6">
-          {[...Array(6)].map((_, i) => (
-            <Card key={i} className="p-4">
-              <Skeleton className="h-8 w-8 rounded-lg mb-3" />
-              <Skeleton className="h-7 w-16 mb-1" />
-              <Skeleton className="h-3 w-20" />
-            </Card>
-          ))}
-        </div>
+        <Card className="p-4">
+          <Skeleton className="h-10 w-full" />
+        </Card>
       ) : stats ? (
-        <div className="grid grid-cols-2 gap-4 md:grid-cols-3 lg:grid-cols-6">
-          <AnimatedCard index={0}>
-            <Card className="group cursor-default p-4 transition-all duration-200 hover:-translate-y-0.5 hover:shadow-md">
-              <div className="mb-3 inline-flex rounded-lg bg-emerald-100 p-2">
-                <ClipboardList className="h-5 w-5 text-emerald-600" />
+        <Card className="p-0 overflow-hidden">
+          <div className="grid grid-cols-3 md:grid-cols-6 divide-x divide-border">
+            {[
+              { value: stats.projectCount, label: 'Projects' },
+              { value: stats.activeRoundName ?? `${stats.activeRoundCount} Active`, label: 'Active Round', isText: !!stats.activeRoundName },
+              { value: avgScore, label: 'Avg Score' },
+              { value: `${stats.completionRate}%`, label: 'Completion' },
+              { value: stats.jurorCount, label: 'Jurors' },
+              { value: countryCount, label: 'Countries' },
+            ].map((stat) => (
+              <div key={stat.label} className="px-4 py-3.5 text-center">
+                <p className={`font-semibold leading-tight ${
+                  'isText' in stat && stat.isText ? 'text-sm truncate' : 'text-xl tabular-nums'
+                }`}>{stat.value}</p>
+                <p className="text-[11px] text-muted-foreground mt-0.5">{stat.label}</p>
               </div>
-              <p className="text-2xl font-bold tabular-nums">{stats.projectCount}</p>
-              <p className="text-xs text-muted-foreground">Total Projects</p>
-            </Card>
-          </AnimatedCard>
-
-          <AnimatedCard index={1}>
-            <Card className="group cursor-default p-4 transition-all duration-200 hover:-translate-y-0.5 hover:shadow-md">
-              <div className="mb-3 inline-flex rounded-lg bg-blue-100 p-2">
-                <BarChart3 className="h-5 w-5 text-blue-600" />
-              </div>
-              <p className="text-2xl font-bold tabular-nums">{stats.activeRoundCount}</p>
-              <p className="text-xs text-muted-foreground">Active Rounds</p>
-            </Card>
-          </AnimatedCard>
-
-          <AnimatedCard index={2}>
-            <Card className="group cursor-default p-4 transition-all duration-200 hover:-translate-y-0.5 hover:shadow-md">
-              <div className="mb-3 inline-flex rounded-lg bg-amber-100 p-2">
-                <TrendingUp className="h-5 w-5 text-amber-600" />
-              </div>
-              <p className="text-2xl font-bold tabular-nums">{avgScore}</p>
-              <p className="text-xs text-muted-foreground">Avg Score</p>
-            </Card>
-          </AnimatedCard>
-
-          <AnimatedCard index={3}>
-            <Card className="group cursor-default p-4 transition-all duration-200 hover:-translate-y-0.5 hover:shadow-md">
-              <div className="mb-3 inline-flex rounded-lg bg-teal-100 p-2">
-                <CheckCircle2 className="h-5 w-5 text-teal-600" />
-              </div>
-              <p className="text-2xl font-bold tabular-nums">{stats.completionRate}%</p>
-              <p className="text-xs text-muted-foreground">Completion</p>
-            </Card>
-          </AnimatedCard>
-
-          <AnimatedCard index={4}>
-            <Card className="group cursor-default p-4 transition-all duration-200 hover:-translate-y-0.5 hover:shadow-md">
-              <div className="mb-3 inline-flex rounded-lg bg-violet-100 p-2">
-                <Users className="h-5 w-5 text-violet-600" />
-              </div>
-              <p className="text-2xl font-bold tabular-nums">{stats.jurorCount}</p>
-              <p className="text-xs text-muted-foreground">Active Jurors</p>
-            </Card>
-          </AnimatedCard>
-
-          <AnimatedCard index={5}>
-            <Card className="group cursor-default p-4 transition-all duration-200 hover:-translate-y-0.5 hover:shadow-md">
-              <div className="mb-3 inline-flex rounded-lg bg-rose-100 p-2">
-                <Globe className="h-5 w-5 text-rose-600" />
-              </div>
-              <p className="text-2xl font-bold tabular-nums">{countryCount}</p>
-              <p className="text-xs text-muted-foreground">Countries</p>
-            </Card>
-          </AnimatedCard>
-        </div>
+            ))}
+          </div>
+        </Card>
       ) : null}
 
       {/* Pipeline */}

src/components/observer/reports/deliberation-report-tabs.tsx

@@ -0,0 +1,303 @@
+'use client'
+
+import { useState } from 'react'
+import { trpc } from '@/lib/trpc/client'
+import { Card, CardContent, CardHeader, CardTitle, CardDescription } from '@/components/ui/card'
+import { Badge } from '@/components/ui/badge'
+import { Skeleton } from '@/components/ui/skeleton'
+import {
+  Table,
+  TableBody,
+  TableCell,
+  TableHead,
+  TableHeader,
+  TableRow,
+} from '@/components/ui/table'
+import { Tabs, TabsContent, TabsList, TabsTrigger } from '@/components/ui/tabs'
+import { Users, Trophy } from 'lucide-react'
+import { RoundTypeStatsCards } from '@/components/observer/round-type-stats'
+
+interface DeliberationReportTabsProps {
+  roundId: string
+  programId: string
+}
+
+function sessionStatusBadge(status: string) {
+  switch (status) {
+    case 'DELIB_LOCKED':
+      return <Badge variant="default">Locked</Badge>
+    case 'VOTING':
+      return <Badge variant="secondary">Voting</Badge>
+    case 'TALLYING':
+      return <Badge className="bg-amber-100 text-amber-800 border-amber-200">Tallying</Badge>
+    case 'RUNOFF':
+      return <Badge className="bg-rose-100 text-rose-800 border-rose-200">Runoff</Badge>
+    case 'DELIB_OPEN':
+      return <Badge variant="outline">Open</Badge>
+    default:
+      return <Badge variant="outline">{status}</Badge>
+  }
+}
+
+function sessionModeBadge(mode: string) {
+  return <Badge variant="outline">{mode.charAt(0) + mode.slice(1).toLowerCase()}</Badge>
+}
+
+function SessionsTab({ roundId }: { roundId: string }) {
+  const { data: sessions, isLoading } =
+    trpc.analytics.getDeliberationSessions.useQuery({ roundId })
+
+  if (isLoading) return <Skeleton className="h-[350px]" />
+
+  if (!sessions?.length) {
+    return (
+      <Card>
+        <CardContent className="flex flex-col items-center justify-center py-12 text-center">
+          <Users className="h-10 w-10 text-muted-foreground/40 mb-3" />
+          <p className="text-sm font-medium text-muted-foreground">No deliberation sessions yet</p>
+          <p className="text-xs text-muted-foreground mt-1">
+            Sessions will appear here once created by administrators
+          </p>
+        </CardContent>
+      </Card>
+    )
+  }
+
+  return (
+    <>
+      {/* Desktop table */}
+      <div className="hidden md:block rounded-md border">
+        <Table>
+          <TableHeader>
+            <TableRow>
+              <TableHead>Category</TableHead>
+              <TableHead>Mode</TableHead>
+              <TableHead>Status</TableHead>
+              <TableHead className="text-right tabular-nums">Participants</TableHead>
+              <TableHead className="text-right tabular-nums">Votes Cast</TableHead>
+            </TableRow>
+          </TableHeader>
+          <TableBody>
+            {sessions.map((session) => (
+              <TableRow key={session.id}>
+                <TableCell className="font-medium">
+                  {session.category ?? <span className="text-muted-foreground italic">General</span>}
+                </TableCell>
+                <TableCell>{sessionModeBadge(session.mode)}</TableCell>
+                <TableCell>{sessionStatusBadge(session.status)}</TableCell>
+                <TableCell className="text-right tabular-nums">{session._count.participants}</TableCell>
+                <TableCell className="text-right tabular-nums">{session._count.votes}</TableCell>
+              </TableRow>
+            ))}
+          </TableBody>
+        </Table>
+      </div>
+
+      {/* Mobile card stack */}
+      <div className="space-y-3 md:hidden">
+        {sessions.map((session) => (
+          <Card key={session.id}>
+            <CardContent className="pt-4 space-y-3">
+              <div className="flex items-start justify-between gap-2">
+                <p className="font-medium text-sm">
+                  {session.category ?? <span className="italic text-muted-foreground">General</span>}
+                </p>
+                {sessionStatusBadge(session.status)}
+              </div>
+              <div className="flex items-center gap-2">
+                {sessionModeBadge(session.mode)}
+              </div>
+              <div className="grid grid-cols-2 gap-2 text-xs">
+                <div>
+                  <p className="text-muted-foreground">Participants</p>
+                  <p className="font-medium tabular-nums">{session._count.participants}</p>
+                </div>
+                <div>
+                  <p className="text-muted-foreground">Votes Cast</p>
+                  <p className="font-medium tabular-nums">{session._count.votes}</p>
+                </div>
+              </div>
+            </CardContent>
+          </Card>
+        ))}
+      </div>
+    </>
+  )
+}
+
+function ResultsTab({ roundId }: { roundId: string }) {
+  const [selectedSessionId, setSelectedSessionId] = useState<string | null>(null)
+
+  const { data: sessions, isLoading: sessionsLoading } =
+    trpc.analytics.getDeliberationSessions.useQuery({ roundId })
+
+  const activeSessions = sessions?.filter((s) => s._count.votes > 0) ?? []
+  const activeSessionId = selectedSessionId ?? activeSessions[0]?.id ?? null
+
+  const { data: aggregate, isLoading: aggregateLoading } =
+    trpc.analytics.getDeliberationAggregate.useQuery(
+      { sessionId: activeSessionId! },
+      { enabled: !!activeSessionId }
+    )
+
+  if (sessionsLoading) return <Skeleton className="h-[400px]" />
+
+  if (!activeSessions.length) {
+    return (
+      <Card>
+        <CardContent className="flex items-center justify-center py-12">
+          <p className="text-sm text-muted-foreground">
+            No votes have been cast yet. Results will appear once deliberation is underway.
+          </p>
+        </CardContent>
+      </Card>
+    )
+  }
+
+  const currentSessionId = selectedSessionId ?? activeSessions[0]?.id
+
+  return (
+    <div className="space-y-4">
+      {/* Session selector if multiple */}
+      {activeSessions.length > 1 && (
+        <div className="flex items-center gap-3 flex-wrap">
+          {activeSessions.map((s) => (
+            <button
+              key={s.id}
+              onClick={() => setSelectedSessionId(s.id)}
+              className={
+                currentSessionId === s.id
+                  ? 'rounded-full px-3 py-1 text-sm font-medium bg-primary text-primary-foreground'
+                  : 'rounded-full px-3 py-1 text-sm font-medium bg-muted text-muted-foreground hover:bg-muted/80 transition-colors'
+              }
+            >
+              {s.category ?? 'General'}
+            </button>
+          ))}
+        </div>
+      )}
+
+      {aggregateLoading ? (
+        <Skeleton className="h-[300px]" />
+      ) : aggregate ? (
+        <Card>
+          <CardHeader>
+            <CardTitle className="flex items-center gap-2 text-base">
+              <Trophy className="h-4 w-4 text-amber-500" />
+              Ranking Results
+            </CardTitle>
+            <CardDescription>
+              {aggregate.rankings.length} project{aggregate.rankings.length !== 1 ? 's' : ''} ranked
+              {aggregate.hasTies && (
+                <span className="ml-1 text-amber-600 font-medium">· Ties detected</span>
+              )}
+            </CardDescription>
+          </CardHeader>
+          <CardContent>
+            {/* Desktop table */}
+            <div className="hidden md:block rounded-md border">
+              <Table>
+                <TableHeader>
+                  <TableRow>
+                    <TableHead className="w-12 text-center">Rank</TableHead>
+                    <TableHead>Project</TableHead>
+                    <TableHead>Team</TableHead>
+                    <TableHead className="text-right tabular-nums">Score</TableHead>
+                    <TableHead className="text-right tabular-nums">Votes</TableHead>
+                  </TableRow>
+                </TableHeader>
+                <TableBody>
+                  {aggregate.rankings.map((r, idx) => {
+                    const isTied = aggregate.tiedProjectIds.includes(r.projectId)
+                    return (
+                      <TableRow key={r.projectId} className={isTied ? 'bg-amber-50/50' : undefined}>
+                        <TableCell className="text-center font-bold tabular-nums text-lg">
+                          {idx + 1}
+                        </TableCell>
+                        <TableCell>
+                          <div className="flex items-center gap-2">
+                            <span className="font-medium">{r.projectTitle}</span>
+                            {isTied && (
+                              <Badge className="bg-amber-100 text-amber-800 border-amber-200 text-[10px]">
+                                Tie
+                              </Badge>
+                            )}
+                          </div>
+                        </TableCell>
+                        <TableCell className="text-muted-foreground text-sm">{r.teamName}</TableCell>
+                        <TableCell className="text-right tabular-nums">
+                          {typeof r.score === 'number' ? r.score : '—'}
+                        </TableCell>
+                        <TableCell className="text-right tabular-nums">{r.voteCount}</TableCell>
+                      </TableRow>
+                    )
+                  })}
+                </TableBody>
+              </Table>
+            </div>
+
+            {/* Mobile list */}
+            <div className="space-y-2 md:hidden">
+              {aggregate.rankings.map((r, idx) => {
+                const isTied = aggregate.tiedProjectIds.includes(r.projectId)
+                return (
+                  <div
+                    key={r.projectId}
+                    className={`flex items-center gap-3 rounded-md p-3 border${isTied ? ' bg-amber-50/50' : ''}`}
+                  >
+                    <span className="text-2xl font-bold tabular-nums w-8 text-center shrink-0">
+                      {idx + 1}
+                    </span>
+                    <div className="min-w-0 flex-1">
+                      <div className="flex items-center gap-2 flex-wrap">
+                        <p className="font-medium text-sm truncate">{r.projectTitle}</p>
+                        {isTied && (
+                          <Badge className="bg-amber-100 text-amber-800 border-amber-200 text-[10px]">
+                            Tie
+                          </Badge>
+                        )}
+                      </div>
+                      <p className="text-xs text-muted-foreground">{r.teamName}</p>
+                    </div>
+                    <p className="text-xs text-muted-foreground tabular-nums shrink-0">
+                      {r.voteCount} votes
+                    </p>
+                  </div>
+                )
+              })}
+            </div>
+          </CardContent>
+        </Card>
+      ) : null}
+    </div>
+  )
+}
+
+export function DeliberationReportTabs({ roundId }: DeliberationReportTabsProps) {
+  return (
+    <div className="space-y-6">
+      <RoundTypeStatsCards roundId={roundId} />
+
+      <Tabs defaultValue="sessions" className="space-y-6">
+        <TabsList>
+          <TabsTrigger value="sessions" className="gap-2">
+            <Users className="h-4 w-4" />
+            Sessions
+          </TabsTrigger>
+          <TabsTrigger value="results" className="gap-2">
+            <Trophy className="h-4 w-4" />
+            Results
+          </TabsTrigger>
+        </TabsList>
+
+        <TabsContent value="sessions">
+          <SessionsTab roundId={roundId} />
+        </TabsContent>
+
+        <TabsContent value="results">
+          <ResultsTab roundId={roundId} />
+        </TabsContent>
+      </Tabs>
+    </div>
+  )
+}

src/components/observer/reports/evaluation-report-tabs.tsx

@@ -0,0 +1,790 @@
+'use client'
+
+import { useState, useCallback } from 'react'
+import { trpc } from '@/lib/trpc/client'
+import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card'
+import { Badge } from '@/components/ui/badge'
+import { Progress } from '@/components/ui/progress'
+import { Skeleton } from '@/components/ui/skeleton'
+import {
+  Table,
+  TableBody,
+  TableCell,
+  TableHead,
+  TableHeader,
+  TableRow,
+} from '@/components/ui/table'
+import { Tabs, TabsContent, TabsList, TabsTrigger } from '@/components/ui/tabs'
+import { Button } from '@/components/ui/button'
+import {
+  FileSpreadsheet,
+  BarChart3,
+  Users,
+  TrendingUp,
+  Download,
+  Clock,
+  ClipboardCheck,
+} from 'lucide-react'
+import { formatDateOnly } from '@/lib/utils'
+import {
+  ScoreDistributionChart,
+  EvaluationTimelineChart,
+  StatusBreakdownChart,
+  CriteriaScoresChart,
+  JurorConsistencyChart,
+  JurorScoreHeatmap,
+} from '@/components/charts'
+import { BarChart } from '@tremor/react'
+import { CsvExportDialog } from '@/components/shared/csv-export-dialog'
+import { ExportPdfButton } from '@/components/shared/export-pdf-button'
+import { AnimatedCard } from '@/components/shared/animated-container'
+import { RoundTypeStatsCards } from '@/components/observer/round-type-stats'
+import { ExpandableJurorTable } from './expandable-juror-table'
+
+const ROUND_TYPE_LABELS: Record<string, string> = {
+  INTAKE: 'Intake',
+  FILTERING: 'Filtering',
+  EVALUATION: 'Evaluation',
+  SUBMISSION: 'Submission',
+  MENTORING: 'Mentoring',
+  LIVE_FINAL: 'Live Final',
+  DELIBERATION: 'Deliberation',
+}
+
+type Stage = {
+  id: string
+  name: string
+  status: string
+  roundType: string
+  windowCloseAt: Date | null
+  _count: { projects: number; assignments: number; evaluations: number }
+  programId: string
+  programName: string
+}
+
+function roundStatusLabel(status: string): string {
+  if (status === 'ROUND_ACTIVE') return 'Active'
+  if (status === 'ROUND_CLOSED') return 'Closed'
+  if (status === 'ROUND_DRAFT') return 'Draft'
+  if (status === 'ROUND_ARCHIVED') return 'Archived'
+  return status
+}
+
+function roundStatusVariant(status: string): 'default' | 'secondary' | 'outline' {
+  if (status === 'ROUND_ACTIVE') return 'default'
+  if (status === 'ROUND_CLOSED') return 'secondary'
+  return 'outline'
+}
+
+function parseSelection(value: string | null): { roundId?: string; programId?: string } {
+  if (!value) return {}
+  if (value.startsWith('all:')) return { programId: value.slice(4) }
+  return { roundId: value }
+}
+
+interface EvaluationReportTabsProps {
+  roundId: string
+  programId: string
+  stages: Stage[]
+  selectedValue: string | null
+}
+
+// ---- Progress sub-tab ----
+
+function ProgressSubTab({
+  selectedValue,
+  stages,
+  stagesLoading,
+  selectedRound,
+}: {
+  selectedValue: string | null
+  stages: Stage[]
+  stagesLoading: boolean
+  selectedRound: Stage | undefined
+}) {
+  const queryInput = parseSelection(selectedValue)
+  const hasSelection = !!queryInput.roundId || !!queryInput.programId
+
+  const { data: overviewStats, isLoading: statsLoading } =
+    trpc.analytics.getOverviewStats.useQuery(queryInput, { enabled: hasSelection })
+
+  const { data: timeline, isLoading: timelineLoading } =
+    trpc.analytics.getEvaluationTimeline.useQuery(queryInput, { enabled: hasSelection })
+
+  const [csvOpen, setCsvOpen] = useState(false)
+  const [csvData, setCsvData] = useState<{ data: Record<string, unknown>[]; columns: string[] } | undefined>()
+  const [csvLoading, setCsvLoading] = useState(false)
+
+  const handleRequestCsvData = useCallback(async () => {
+    setCsvLoading(true)
+    const columns = ['roundName', 'roundType', 'status', 'projects', 'assignments', 'completionRate']
+    const data = stages.map((s) => {
+      const assigned = s._count.assignments
+      const projects = s._count.projects
+      const rate = assigned > 0 && projects > 0 ? Math.round((assigned / projects) * 100) : 0
+      return {
+        roundName: s.name,
+        roundType: ROUND_TYPE_LABELS[s.roundType] || s.roundType,
+        status: roundStatusLabel(s.status),
+        projects,
+        assignments: assigned,
+        completionRate: rate,
+      }
+    })
+    const result = { data, columns }
+    setCsvData(result)
+    setCsvLoading(false)
+    return result
+  }, [stages])
+
+  return (
+    <div className="space-y-6">
+      <div className="flex items-center justify-between flex-wrap gap-3">
+        <div>
+          <h2 className="text-base font-semibold">Progress Overview</h2>
+          <p className="text-sm text-muted-foreground">Evaluation progress across rounds</p>
+        </div>
+        <div className="flex items-center gap-2">
+          {selectedValue && !selectedValue.startsWith('all:') && (
+            <ExportPdfButton
+              roundId={selectedValue}
+              roundName={selectedRound?.name}
+              programName={selectedRound?.programName}
+            />
+          )}
+          <Button
+            variant="outline"
+            size="sm"
+            onClick={() => setCsvOpen(true)}
+            disabled={stagesLoading || stages.length === 0}
+          >
+            <Download className="mr-2 h-4 w-4" />
+            Export CSV
+          </Button>
+        </div>
+      </div>
+
+      <CsvExportDialog
+        open={csvOpen}
+        onOpenChange={setCsvOpen}
+        exportData={csvData}
+        isLoading={csvLoading}
+        filename="round-progress"
+        onRequestData={handleRequestCsvData}
+      />
+
+      {/* Stats tiles */}
+      {hasSelection && (
+        <>
+          {statsLoading ? (
+            <div className="grid gap-4 sm:grid-cols-3">
+              {[...Array(3)].map((_, i) => (
+                <Card key={i}>
+                  <CardHeader className="space-y-0 pb-2">
+                    <Skeleton className="h-4 w-20" />
+                  </CardHeader>
+                  <CardContent>
+                    <Skeleton className="h-8 w-16" />
+                    <Skeleton className="mt-2 h-3 w-24" />
+                  </CardContent>
+                </Card>
+              ))}
+            </div>
+          ) : overviewStats ? (
+            <div className="grid gap-4 sm:grid-cols-2 lg:grid-cols-4">
+              <AnimatedCard index={0}>
+                <Card className="border-l-4 border-l-blue-500 transition-all duration-200 hover:-translate-y-0.5 hover:shadow-md">
+                  <CardContent className="p-5">
+                    <div className="flex items-center justify-between">
+                      <div>
+                        <p className="text-sm font-medium text-muted-foreground">Projects</p>
+                        <p className="text-2xl font-bold mt-1">{overviewStats.projectCount}</p>
+                        <p className="text-xs text-muted-foreground mt-1">In round</p>
+                      </div>
+                      <div className="rounded-xl bg-blue-50 p-3">
+                        <FileSpreadsheet className="h-5 w-5 text-blue-600" />
+                      </div>
+                    </div>
+                  </CardContent>
+                </Card>
+              </AnimatedCard>
+
+              <AnimatedCard index={1}>
+                <Card className="border-l-4 border-l-teal-500 transition-all duration-200 hover:-translate-y-0.5 hover:shadow-md">
+                  <CardContent className="p-5">
+                    <div className="flex items-center justify-between">
+                      <div>
+                        <p className="text-sm font-medium text-muted-foreground">Assignments</p>
+                        <p className="text-2xl font-bold mt-1">{overviewStats.assignmentCount}</p>
+                        <p className="text-xs text-muted-foreground mt-1">
+                          {overviewStats.projectCount > 0
+                            ? `${(overviewStats.assignmentCount / overviewStats.projectCount).toFixed(1)} reviews/project`
+                            : 'No projects'}
+                        </p>
+                      </div>
+                      <div className="rounded-xl bg-teal-50 p-3">
+                        <ClipboardCheck className="h-5 w-5 text-teal-600" />
+                      </div>
+                    </div>
+                  </CardContent>
+                </Card>
+              </AnimatedCard>
+
+              <AnimatedCard index={2}>
+                <Card className="border-l-4 border-l-emerald-500 transition-all duration-200 hover:-translate-y-0.5 hover:shadow-md">
+                  <CardContent className="p-5">
+                    <div className="flex items-center justify-between">
+                      <div>
+                        <p className="text-sm font-medium text-muted-foreground">Evaluations</p>
+                        <p className="text-2xl font-bold mt-1">{overviewStats.evaluationCount}</p>
+                        <p className="text-xs text-muted-foreground mt-1">
+                          {overviewStats.assignmentCount > 0
+                            ? `${overviewStats.evaluationCount}/${overviewStats.assignmentCount} submitted`
+                            : 'Submitted'}
+                        </p>
+                      </div>
+                      <div className="rounded-xl bg-emerald-50 p-3">
+                        <TrendingUp className="h-5 w-5 text-emerald-600" />
+                      </div>
+                    </div>
+                  </CardContent>
+                </Card>
+              </AnimatedCard>
+
+              <AnimatedCard index={3}>
+                <Card className="border-l-4 border-l-violet-500 transition-all duration-200 hover:-translate-y-0.5 hover:shadow-md">
+                  <CardContent className="p-5">
+                    <div>
+                      <div className="flex items-center justify-between">
+                        <div>
+                          <p className="text-sm font-medium text-muted-foreground">Completion</p>
+                          <p className="text-2xl font-bold mt-1">{overviewStats.completionRate}%</p>
+                        </div>
+                        <div className="rounded-xl bg-violet-50 p-3">
+                          <BarChart3 className="h-5 w-5 text-violet-600" />
+                        </div>
+                      </div>
+                      <Progress value={overviewStats.completionRate} className="mt-3 h-2" gradient />
+                    </div>
+                  </CardContent>
+                </Card>
+              </AnimatedCard>
+            </div>
+          ) : null}
+        </>
+      )}
+
+      {/* Completion Timeline */}
+      {hasSelection && (
+        <>
+          {timelineLoading ? (
+            <Skeleton className="h-[320px]" />
+          ) : timeline?.length ? (
+            <EvaluationTimelineChart data={timeline} />
+          ) : (
+            <Card>
+              <CardContent className="flex items-center justify-center py-12">
+                <p className="text-muted-foreground text-sm">No evaluation timeline data available yet</p>
+              </CardContent>
+            </Card>
+          )}
+        </>
+      )}
+
+      {/* Round Breakdown Table - Desktop */}
+      {stagesLoading ? (
+        <Skeleton className="h-[300px]" />
+      ) : (
+        <>
+          <Card className="hidden md:block">
+            <CardHeader>
+              <CardTitle>Round Breakdown</CardTitle>
+              <CardDescription>Progress overview for each round</CardDescription>
+            </CardHeader>
+            <CardContent>
+              <Table>
+                <TableHeader>
+                  <TableRow>
+                    <TableHead>Round</TableHead>
+                    <TableHead>Type</TableHead>
+                    <TableHead>Status</TableHead>
+                    <TableHead className="text-right">Projects</TableHead>
+                    <TableHead className="text-right">Assignments</TableHead>
+                    <TableHead className="min-w-[140px]">Completion</TableHead>
+                    <TableHead className="text-right">Avg Days</TableHead>
+                  </TableRow>
+                </TableHeader>
+                <TableBody>
+                  {stages.map((stage) => {
+                    const projects = stage._count.projects
+                    const assignments = stage._count.assignments
+                    const evaluations = stage._count.evaluations
+                    const isClosed = stage.status === 'ROUND_CLOSED' || stage.status === 'ROUND_ARCHIVED'
+                    const rate = isClosed
+                      ? 100
+                      : assignments > 0
+                        ? Math.min(100, Math.round((evaluations / assignments) * 100))
+                        : 0
+                    return (
+                      <TableRow key={stage.id}>
+                        <TableCell>
+                          <div>
+                            <p className="font-medium">{stage.name}</p>
+                            {stage.windowCloseAt && (
+                              <p className="text-xs text-muted-foreground flex items-center gap-1 mt-0.5">
+                                <Clock className="h-3 w-3" />
+                                {formatDateOnly(stage.windowCloseAt)}
+                              </p>
+                            )}
+                          </div>
+                        </TableCell>
+                        <TableCell>
+                          <Badge variant="outline">
+                            {ROUND_TYPE_LABELS[stage.roundType] || stage.roundType}
+                          </Badge>
+                        </TableCell>
+                        <TableCell>
+                          <Badge variant={roundStatusVariant(stage.status)}>
+                            {roundStatusLabel(stage.status)}
+                          </Badge>
+                        </TableCell>
+                        <TableCell className="text-right">{projects}</TableCell>
+                        <TableCell className="text-right">{assignments}</TableCell>
+                        <TableCell>
+                          <div className="flex items-center gap-2">
+                            <Progress value={rate} className="h-2 w-20" />
+                            <span className="text-sm tabular-nums">{rate}%</span>
+                          </div>
+                        </TableCell>
+                        <TableCell className="text-right text-muted-foreground">-</TableCell>
+                      </TableRow>
+                    )
+                  })}
+                </TableBody>
+              </Table>
+            </CardContent>
+          </Card>
+
+          {/* Round Breakdown Cards - Mobile */}
+          <div className="space-y-3 md:hidden">
+            <h2 className="text-base font-semibold">Round Breakdown</h2>
+            {stages.map((stage) => {
+              const projects = stage._count.projects
+              const assignments = stage._count.assignments
+              const evaluations = stage._count.evaluations
+              const isClosed = stage.status === 'ROUND_CLOSED' || stage.status === 'ROUND_ARCHIVED'
+              const rate = isClosed
+                ? 100
+                : assignments > 0
+                  ? Math.min(100, Math.round((evaluations / assignments) * 100))
+                  : 0
+              return (
+                <Card key={stage.id}>
+                  <CardContent className="pt-4 space-y-3">
+                    <div className="flex items-start justify-between gap-2">
+                      <p className="font-medium leading-tight">{stage.name}</p>
+                      <Badge variant={roundStatusVariant(stage.status)} className="shrink-0">
+                        {roundStatusLabel(stage.status)}
+                      </Badge>
+                    </div>
+                    <div className="flex items-center gap-2">
+                      <Badge variant="outline">
+                        {ROUND_TYPE_LABELS[stage.roundType] || stage.roundType}
+                      </Badge>
+                    </div>
+                    <div className="grid grid-cols-2 gap-2 text-sm">
+                      <div>
+                        <p className="text-muted-foreground text-xs">Projects</p>
+                        <p className="font-medium">{projects}</p>
+                      </div>
+                      <div>
+                        <p className="text-muted-foreground text-xs">Assignments</p>
+                        <p className="font-medium">{assignments}</p>
+                      </div>
+                    </div>
+                    <div>
+                      <div className="flex items-center justify-between text-sm mb-1">
+                        <span className="text-muted-foreground text-xs">Completion</span>
+                        <span className="font-medium">{rate}%</span>
+                      </div>
+                      <Progress value={rate} className="h-2" />
+                    </div>
+                    {stage.windowCloseAt && (
+                      <p className="text-xs text-muted-foreground flex items-center gap-1">
+                        <Clock className="h-3 w-3" />
+                        Closes: {formatDateOnly(stage.windowCloseAt)}
+                      </p>
+                    )}
+                  </CardContent>
+                </Card>
+              )
+            })}
+          </div>
+        </>
+      )}
+    </div>
+  )
+}
+
+// ---- Jurors sub-tab ----
+
+function JurorsSubTab({ roundId, selectedValue }: { roundId: string; selectedValue: string | null }) {
+  const queryInput = parseSelection(selectedValue)
+  const hasSelection = !!queryInput.roundId || !!queryInput.programId
+
+  const { data: workload, isLoading: workloadLoading } =
+    trpc.analytics.getJurorWorkload.useQuery(queryInput, { enabled: hasSelection })
+
+  const { data: consistency, isLoading: consistencyLoading } =
+    trpc.analytics.getJurorConsistency.useQuery(queryInput, { enabled: hasSelection })
+
+  const { data: heatmapData, isLoading: heatmapLoading } =
+    trpc.analytics.getJurorScoreMatrix.useQuery({ roundId }, { enabled: !!roundId })
+
+  const [csvOpen, setCsvOpen] = useState(false)
+  const [csvData, setCsvData] = useState<{ data: Record<string, unknown>[]; columns: string[] } | undefined>()
+  const [csvLoading, setCsvLoading] = useState(false)
+
+  type WorkloadItem = { id: string; name: string; assigned: number; completed: number; completionRate: number; projects: { id: string; title: string; evalStatus: string }[] }
+  type ConsistencyJuror = { userId: string; name: string; evaluationCount: number; averageScore: number; stddev: number; isOutlier: boolean }
+
+  const handleRequestCsvData = useCallback(async () => {
+    setCsvLoading(true)
+    const columns = ['name', 'assigned', 'completed', 'completionRate', 'avgScore', 'stddev', 'isOutlier']
+
+    const workloadMap = new Map<string, WorkloadItem>()
+    if (workload) {
+      for (const w of (workload as unknown as WorkloadItem[])) {
+        workloadMap.set(w.id, w)
+      }
+    }
+
+    const jurors = (consistency as { overallAverage: number; jurors: ConsistencyJuror[] } | undefined)?.jurors ?? []
+    const data = jurors.map((j) => {
+      const w = workloadMap.get(j.userId)
+      return {
+        name: j.name,
+        assigned: w?.assigned ?? '-',
+        completed: w?.completed ?? '-',
+        completionRate: w ? `${w.completionRate}%` : '-',
+        avgScore: j.averageScore,
+        stddev: j.stddev,
+        isOutlier: j.isOutlier ? 'Yes' : 'No',
+      }
+    })
+
+    const result = { data, columns }
+    setCsvData(result)
+    setCsvLoading(false)
+    return result
+  }, [workload, consistency])
+
+  const isLoading = workloadLoading || consistencyLoading
+
+  type JurorRow = {
+    userId: string
+    name: string
+    assigned: number
+    completed: number
+    completionRate: number
+    averageScore: number
+    stddev: number
+    isOutlier: boolean
+    projects: { id: string; title: string; evalStatus: string }[]
+  }
+
+  const jurors: JurorRow[] = (() => {
+    if (!consistency) return []
+    const workloadMap = new Map<string, WorkloadItem>()
+    if (workload) {
+      for (const w of (workload as unknown as WorkloadItem[])) {
+        workloadMap.set(w.id, w)
+      }
+    }
+    const jurorList = (consistency as { overallAverage: number; jurors: ConsistencyJuror[] }).jurors ?? []
+    return jurorList
+      .map((j) => {
+        const w = workloadMap.get(j.userId)
+        return {
+          userId: j.userId,
+          name: j.name,
+          assigned: w?.assigned ?? 0,
+          completed: w?.completed ?? 0,
+          completionRate: w?.completionRate ?? 0,
+          averageScore: j.averageScore,
+          stddev: j.stddev,
+          isOutlier: j.isOutlier,
+          projects: w?.projects ?? [],
+        }
+      })
+      .sort((a, b) => b.assigned - a.assigned)
+  })()
+
+  return (
+    <div className="space-y-6">
+      <div className="flex items-center justify-between flex-wrap gap-3">
+        <div>
+          <h2 className="text-base font-semibold">Juror Performance</h2>
+          <p className="text-sm text-muted-foreground">Workload and scoring consistency per juror</p>
+        </div>
+        <Button
+          variant="outline"
+          size="sm"
+          onClick={() => setCsvOpen(true)}
+          disabled={!hasSelection || isLoading}
+        >
+          <Download className="mr-2 h-4 w-4" />
+          Export CSV
+        </Button>
+      </div>
+
+      <CsvExportDialog
+        open={csvOpen}
+        onOpenChange={setCsvOpen}
+        exportData={csvData}
+        isLoading={csvLoading}
+        filename="juror-performance"
+        onRequestData={handleRequestCsvData}
+      />
+
+      {/* Expandable Juror Table */}
+      {isLoading ? (
+        <Skeleton className="h-[400px]" />
+      ) : jurors.length > 0 ? (
+        <ExpandableJurorTable jurors={jurors} />
+      ) : hasSelection ? (
+        <Card>
+          <CardContent className="flex items-center justify-center py-12">
+            <p className="text-sm text-muted-foreground">No juror data available for this selection</p>
+          </CardContent>
+        </Card>
+      ) : null}
+
+      {/* Juror Score Heatmap */}
+      {heatmapLoading ? (
+        <Skeleton className="h-[400px]" />
+      ) : heatmapData ? (
+        <JurorScoreHeatmap
+          jurors={heatmapData.jurors}
+          projects={heatmapData.projects}
+          cells={heatmapData.cells}
+          truncated={heatmapData.truncated}
+          totalProjects={heatmapData.totalProjects}
+        />
+      ) : null}
+
+      {/* Juror Consistency Chart */}
+      {consistencyLoading ? (
+        <Skeleton className="h-[400px]" />
+      ) : consistency ? (
+        <JurorConsistencyChart
+          data={consistency as { overallAverage: number; jurors: Array<{ userId: string; name: string; evaluationCount: number; averageScore: number; stddev: number; deviationFromOverall: number; isOutlier: boolean }> }}
+        />
+      ) : null}
+    </div>
+  )
+}
+
+// ---- Scores sub-tab ----
+
+function ScoresSubTab({ selectedValue, programId }: { selectedValue: string | null; programId: string }) {
+  const queryInput = parseSelection(selectedValue)
+  const hasSelection = !!queryInput.roundId || !!queryInput.programId
+
+  const { data: scoreDistribution, isLoading: scoreLoading } =
+    trpc.analytics.getScoreDistribution.useQuery(queryInput, { enabled: hasSelection })
+
+  const { data: statusBreakdown, isLoading: statusLoading } =
+    trpc.analytics.getStatusBreakdown.useQuery(queryInput, { enabled: hasSelection })
+
+  const { data: criteriaScores, isLoading: criteriaLoading } =
+    trpc.analytics.getCriteriaScores.useQuery(queryInput, { enabled: hasSelection })
+
+  const geoProgramId = queryInput.programId || programId
+  const { data: geoData, isLoading: geoLoading } =
+    trpc.analytics.getGeographicDistribution.useQuery(
+      { programId: geoProgramId, roundId: queryInput.roundId },
+      { enabled: !!geoProgramId }
+    )
+
+  const [csvOpen, setCsvOpen] = useState(false)
+  const [csvData, setCsvData] = useState<{ data: Record<string, unknown>[]; columns: string[] } | undefined>()
+  const [csvLoading, setCsvLoading] = useState(false)
+
+  type CriterionItem = { criterionName: string; averageScore: number; count: number }
+
+  const handleRequestCsvData = useCallback(async () => {
+    setCsvLoading(true)
+    const columns = ['criterionName', 'averageScore', 'count']
+    const data = ((criteriaScores as CriterionItem[] | undefined) ?? []).map((c) => ({
+      criterionName: c.criterionName,
+      averageScore: c.averageScore,
+      count: c.count,
+    }))
+    const result = { data, columns }
+    setCsvData(result)
+    setCsvLoading(false)
+    return result
+  }, [criteriaScores])
+
+  const countryChartData = (() => {
+    if (!geoData?.length) return []
+    const sorted = [...geoData].sort((a, b) => b.count - a.count)
+    return sorted.slice(0, 15).map((d) => {
+      let name = d.countryCode
+      try {
+        const displayNames = new Intl.DisplayNames(['en'], { type: 'region' })
+        name = displayNames.of(d.countryCode.toUpperCase()) || d.countryCode
+      } catch { /* keep code */ }
+      return { country: name, Projects: d.count }
+    })
+  })()
+
+  return (
+    <div className="space-y-6">
+      <div className="flex items-center justify-between flex-wrap gap-3">
+        <div>
+          <h2 className="text-base font-semibold">Scores & Analytics</h2>
+          <p className="text-sm text-muted-foreground">Score distributions, criteria breakdown and geographic data</p>
+        </div>
+        <Button
+          variant="outline"
+          size="sm"
+          onClick={() => setCsvOpen(true)}
+          disabled={!hasSelection || criteriaLoading}
+        >
+          <Download className="mr-2 h-4 w-4" />
+          Export CSV
+        </Button>
+      </div>
+
+      <CsvExportDialog
+        open={csvOpen}
+        onOpenChange={setCsvOpen}
+        exportData={csvData}
+        isLoading={csvLoading}
+        filename="scores-criteria"
+        onRequestData={handleRequestCsvData}
+      />
+
+      {/* Score Distribution & Status Breakdown */}
+      <div className="grid gap-6 lg:grid-cols-2">
+        {scoreLoading ? (
+          <Skeleton className="h-[350px]" />
+        ) : scoreDistribution ? (
+          <ScoreDistributionChart
+            data={scoreDistribution.distribution ?? []}
+            averageScore={scoreDistribution.averageScore ?? 0}
+            totalScores={scoreDistribution.totalScores ?? 0}
+          />
+        ) : hasSelection ? (
+          <Card>
+            <CardContent className="flex items-center justify-center py-12">
+              <p className="text-sm text-muted-foreground">No score data available yet</p>
+            </CardContent>
+          </Card>
+        ) : null}
+
+        {statusLoading ? (
+          <Skeleton className="h-[350px]" />
+        ) : statusBreakdown ? (
+          <StatusBreakdownChart data={statusBreakdown} />
+        ) : hasSelection ? (
+          <Card>
+            <CardContent className="flex items-center justify-center py-12">
+              <p className="text-sm text-muted-foreground">No status data available yet</p>
+            </CardContent>
+          </Card>
+        ) : null}
+      </div>
+
+      {/* Criteria Breakdown */}
+      {criteriaLoading ? (
+        <Skeleton className="h-[350px]" />
+      ) : criteriaScores?.length ? (
+        <CriteriaScoresChart data={criteriaScores} />
+      ) : hasSelection ? (
+        <Card>
+          <CardContent className="flex items-center justify-center py-12">
+            <p className="text-sm text-muted-foreground">No criteria score data available yet</p>
+          </CardContent>
+        </Card>
+      ) : null}
+
+      {/* Country Distribution */}
+      {geoLoading ? (
+        <Skeleton className="h-[400px]" />
+      ) : countryChartData.length > 0 ? (
+        <Card>
+          <CardHeader>
+            <CardTitle className="flex items-center justify-between">
+              <span>Top Countries</span>
+              <span className="text-sm font-normal text-muted-foreground">
+                {geoData?.length ?? 0} countries represented
+              </span>
+            </CardTitle>
+          </CardHeader>
+          <CardContent>
+            <BarChart
+              data={countryChartData}
+              index="country"
+              categories={['Projects']}
+              colors={['blue']}
+              layout="vertical"
+              yAxisWidth={140}
+              showLegend={false}
+              className="h-[400px]"
+            />
+          </CardContent>
+        </Card>
+      ) : null}
+    </div>
+  )
+}
+
+// ---- Main component ----
+
+export function EvaluationReportTabs({ roundId, programId, stages, selectedValue }: EvaluationReportTabsProps) {
+  const selectedRound = stages.find((s) => s.id === selectedValue)
+  const stagesLoading = false // stages passed from parent already loaded
+
+  return (
+    <div className="space-y-6">
+      <RoundTypeStatsCards roundId={roundId} />
+
+      <Tabs defaultValue="progress" className="space-y-6">
+        <TabsList>
+          <TabsTrigger value="progress" className="gap-2">
+            <TrendingUp className="h-4 w-4" />
+            Progress
+          </TabsTrigger>
+          <TabsTrigger value="jurors" className="gap-2">
+            <Users className="h-4 w-4" />
+            Jurors
+          </TabsTrigger>
+          <TabsTrigger value="scores" className="gap-2">
+            <BarChart3 className="h-4 w-4" />
+            Scores
+          </TabsTrigger>
+        </TabsList>
+
+        <TabsContent value="progress">
+          <ProgressSubTab
+            selectedValue={selectedValue}
+            stages={stages}
+            stagesLoading={stagesLoading}
+            selectedRound={selectedRound}
+          />
+        </TabsContent>
+
+        <TabsContent value="jurors">
+          <JurorsSubTab roundId={roundId} selectedValue={selectedValue} />
+        </TabsContent>
+
+        <TabsContent value="scores">
+          <ScoresSubTab selectedValue={selectedValue} programId={programId} />
+        </TabsContent>
+      </Tabs>
+    </div>
+  )
+}

src/components/observer/reports/expandable-juror-table.tsx

@@ -0,0 +1,269 @@
+'use client'
+
+import { useState } from 'react'
+import { Card, CardContent } from '@/components/ui/card'
+import { Badge } from '@/components/ui/badge'
+import { Progress } from '@/components/ui/progress'
+import {
+  Table,
+  TableBody,
+  TableCell,
+  TableHead,
+  TableHeader,
+  TableRow,
+} from '@/components/ui/table'
+import { ChevronDown, ChevronUp } from 'lucide-react'
+import { scoreGradient } from '@/components/charts/chart-theme'
+import { ProjectPreviewDialog } from './project-preview-dialog'
+
+interface JurorRow {
+  userId: string
+  name: string
+  assigned: number
+  completed: number
+  completionRate: number
+  averageScore: number
+  stddev: number
+  isOutlier: boolean
+  projects: { id: string; title: string; evalStatus: string; score?: number | null }[]
+}
+
+interface ExpandableJurorTableProps {
+  jurors: JurorRow[]
+}
+
+function evalStatusBadge(status: string) {
+  switch (status) {
+    case 'REVIEWED':
+      return <Badge variant="default">Reviewed</Badge>
+    case 'UNDER_REVIEW':
+      return <Badge variant="secondary">Under Review</Badge>
+    default:
+      return <Badge variant="outline">Not Reviewed</Badge>
+  }
+}
+
+function ScorePill({ score }: { score: number }) {
+  const bg = scoreGradient(score)
+  const text = score >= 6 ? '#ffffff' : '#1a1a1a'
+  return (
+    <span
+      className="inline-flex items-center justify-center rounded-md px-2 py-0.5 text-xs font-semibold tabular-nums min-w-[36px]"
+      style={{ backgroundColor: bg, color: text }}
+    >
+      {score.toFixed(1)}
+    </span>
+  )
+}
+
+export function ExpandableJurorTable({ jurors }: ExpandableJurorTableProps) {
+  const [expanded, setExpanded] = useState<string | null>(null)
+  const [previewProjectId, setPreviewProjectId] = useState<string | null>(null)
+
+  function toggle(userId: string) {
+    setExpanded((prev) => (prev === userId ? null : userId))
+  }
+
+  function openPreview(projectId: string, e: React.MouseEvent) {
+    e.stopPropagation()
+    setPreviewProjectId(projectId)
+  }
+
+  if (jurors.length === 0) {
+    return (
+      <Card>
+        <CardContent className="flex items-center justify-center py-12">
+          <p className="text-sm text-muted-foreground">No juror data available</p>
+        </CardContent>
+      </Card>
+    )
+  }
+
+  return (
+    <>
+      {/* Desktop table */}
+      <div className="hidden md:block rounded-md border">
+        <Table>
+          <TableHeader>
+            <TableRow>
+              <TableHead>Juror</TableHead>
+              <TableHead className="text-right tabular-nums">Assigned</TableHead>
+              <TableHead className="text-right tabular-nums">Completed</TableHead>
+              <TableHead>Rate</TableHead>
+              <TableHead className="text-right tabular-nums">Avg Score</TableHead>
+              <TableHead className="text-right tabular-nums">Std Dev</TableHead>
+              <TableHead>Status</TableHead>
+              <TableHead className="w-8" />
+            </TableRow>
+          </TableHeader>
+          <TableBody>
+            {jurors.map((j) => (
+              <>
+                <TableRow
+                  key={j.userId}
+                  className="cursor-pointer hover:bg-muted/50"
+                  onClick={() => toggle(j.userId)}
+                >
+                  <TableCell className="font-medium">{j.name}</TableCell>
+                  <TableCell className="text-right tabular-nums">{j.assigned}</TableCell>
+                  <TableCell className="text-right tabular-nums">{j.completed}</TableCell>
+                  <TableCell>
+                    <div className="flex items-center gap-2">
+                      <Progress value={j.completionRate} className="w-20 h-2" />
+                      <span className="text-xs tabular-nums text-muted-foreground">
+                        {j.completionRate.toFixed(0)}%
+                      </span>
+                    </div>
+                  </TableCell>
+                  <TableCell className="text-right tabular-nums">
+                    {j.averageScore > 0 ? j.averageScore.toFixed(2) : '—'}
+                  </TableCell>
+                  <TableCell className="text-right tabular-nums">
+                    {j.stddev > 0 ? j.stddev.toFixed(2) : '—'}
+                  </TableCell>
+                  <TableCell>
+                    {j.isOutlier ? (
+                      <Badge variant="destructive">Outlier</Badge>
+                    ) : (
+                      <Badge variant="outline">Normal</Badge>
+                    )}
+                  </TableCell>
+                  <TableCell>
+                    {expanded === j.userId ? (
+                      <ChevronUp className="h-4 w-4 text-muted-foreground" />
+                    ) : (
+                      <ChevronDown className="h-4 w-4 text-muted-foreground" />
+                    )}
+                  </TableCell>
+                </TableRow>
+                {expanded === j.userId && (
+                  <TableRow key={`${j.userId}-expanded`}>
+                    <TableCell colSpan={8} className="bg-muted/30 p-0">
+                      <div className="px-6 py-3">
+                        {j.projects.length === 0 ? (
+                          <p className="text-sm text-muted-foreground">No projects</p>
+                        ) : (
+                          <table className="w-full text-sm">
+                            <thead>
+                              <tr className="text-left text-xs text-muted-foreground border-b">
+                                <th className="pb-2 font-medium">Project</th>
+                                <th className="pb-2 font-medium text-center">Score</th>
+                                <th className="pb-2 font-medium text-right">Status</th>
+                              </tr>
+                            </thead>
+                            <tbody>
+                              {j.projects.map((p) => (
+                                <tr key={p.id} className="border-b last:border-0">
+                                  <td className="py-2 pr-4">
+                                    <button
+                                      className="text-primary hover:underline text-left"
+                                      onClick={(e) => openPreview(p.id, e)}
+                                    >
+                                      {p.title}
+                                    </button>
+                                  </td>
+                                  <td className="py-2 text-center">
+                                    {p.score != null ? (
+                                      <ScorePill score={p.score} />
+                                    ) : (
+                                      <span className="text-xs text-muted-foreground">—</span>
+                                    )}
+                                  </td>
+                                  <td className="py-2 text-right">{evalStatusBadge(p.evalStatus)}</td>
+                                </tr>
+                              ))}
+                            </tbody>
+                          </table>
+                        )}
+                      </div>
+                    </TableCell>
+                  </TableRow>
+                )}
+              </>
+            ))}
+          </TableBody>
+        </Table>
+      </div>
+
+      {/* Mobile card stack */}
+      <div className="space-y-3 md:hidden">
+        {jurors.map((j) => (
+          <Card key={j.userId}>
+            <CardContent className="p-4">
+              <button
+                className="w-full text-left"
+                onClick={() => toggle(j.userId)}
+              >
+                <div className="flex items-center justify-between">
+                  <div>
+                    <p className="font-medium">{j.name}</p>
+                    <p className="text-xs text-muted-foreground mt-0.5">
+                      {j.completed}/{j.assigned} completed
+                    </p>
+                  </div>
+                  <div className="flex items-center gap-2">
+                    {j.isOutlier && <Badge variant="destructive">Outlier</Badge>}
+                    {expanded === j.userId ? (
+                      <ChevronUp className="h-4 w-4 text-muted-foreground" />
+                    ) : (
+                      <ChevronDown className="h-4 w-4 text-muted-foreground" />
+                    )}
+                  </div>
+                </div>
+                <div className="mt-2 flex items-center gap-2">
+                  <Progress value={j.completionRate} className="flex-1 h-1.5" />
+                  <span className="text-xs tabular-nums text-muted-foreground">
+                    {j.completionRate.toFixed(0)}%
+                  </span>
+                </div>
+                <div className="mt-2 grid grid-cols-2 gap-2 text-xs">
+                  <div>
+                    <span className="text-muted-foreground">Avg Score: </span>
+                    <span className="tabular-nums font-medium">
+                      {j.averageScore > 0 ? j.averageScore.toFixed(2) : '—'}
+                    </span>
+                  </div>
+                  <div>
+                    <span className="text-muted-foreground">Std Dev: </span>
+                    <span className="tabular-nums font-medium">
+                      {j.stddev > 0 ? j.stddev.toFixed(2) : '—'}
+                    </span>
+                  </div>
+                </div>
+              </button>
+
+              {expanded === j.userId && j.projects.length > 0 && (
+                <div className="mt-3 pt-3 border-t space-y-2">
+                  {j.projects.map((p) => (
+                    <div key={p.id} className="flex items-center justify-between gap-2">
+                      <button
+                        className="text-sm text-primary hover:underline truncate text-left"
+                        onClick={(e) => openPreview(p.id, e)}
+                      >
+                        {p.title}
+                      </button>
+                      <div className="flex items-center gap-2 shrink-0">
+                        {p.score != null && <ScorePill score={p.score} />}
+                        {evalStatusBadge(p.evalStatus)}
+                      </div>
+                    </div>
+                  ))}
+                </div>
+              )}
+              {expanded === j.userId && j.projects.length === 0 && (
+                <p className="mt-3 pt-3 border-t text-sm text-muted-foreground">No projects</p>
+              )}
+            </CardContent>
+          </Card>
+        ))}
+      </div>
+
+      {/* Project Preview Dialog */}
+      <ProjectPreviewDialog
+        projectId={previewProjectId}
+        open={!!previewProjectId}
+        onOpenChange={(open) => { if (!open) setPreviewProjectId(null) }}
+      />
+    </>
+  )
+}

src/components/observer/reports/filtering-report-tabs.tsx

@@ -0,0 +1,329 @@
+'use client'
+
+import { useState } from 'react'
+import { trpc } from '@/lib/trpc/client'
+import { Card, CardContent } from '@/components/ui/card'
+import { Skeleton } from '@/components/ui/skeleton'
+import { Badge } from '@/components/ui/badge'
+import {
+  Table,
+  TableBody,
+  TableCell,
+  TableHead,
+  TableHeader,
+  TableRow,
+} from '@/components/ui/table'
+import {
+  Select,
+  SelectContent,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from '@/components/ui/select'
+import { Button } from '@/components/ui/button'
+import { ChevronLeft, ChevronRight, ChevronDown, ChevronUp } from 'lucide-react'
+import { RoundTypeStatsCards } from '@/components/observer/round-type-stats'
+import { FilteringScreeningBar } from './filtering-screening-bar'
+import { ProjectPreviewDialog } from './project-preview-dialog'
+
+interface FilteringReportTabsProps {
+  roundId: string
+  programId: string
+}
+
+type OutcomeFilter = 'ALL' | 'PASSED' | 'FILTERED_OUT' | 'FLAGGED'
+
+function outcomeBadge(outcome: string) {
+  switch (outcome) {
+    case 'PASSED':
+      return <Badge className="bg-emerald-100 text-emerald-800 border-emerald-200">Passed</Badge>
+    case 'FILTERED_OUT':
+      return <Badge className="bg-rose-100 text-rose-800 border-rose-200">Filtered Out</Badge>
+    case 'FLAGGED':
+      return <Badge className="bg-amber-100 text-amber-800 border-amber-200">Flagged</Badge>
+    default:
+      return <Badge variant="outline">{outcome}</Badge>
+  }
+}
+
+/** Extract reasoning text from aiScreeningJson */
+function extractReasoning(aiScreeningJson: unknown): string | null {
+  if (!aiScreeningJson || typeof aiScreeningJson !== 'object' || Array.isArray(aiScreeningJson)) {
+    return null
+  }
+  const obj = aiScreeningJson as Record<string, unknown>
+  // Direct reasoning field
+  if (typeof obj.reasoning === 'string') return obj.reasoning
+  // Nested under rule ID: { [ruleId]: { reasoning, confidence, ... } }
+  for (const key of Object.keys(obj)) {
+    const inner = obj[key]
+    if (inner && typeof inner === 'object' && !Array.isArray(inner)) {
+      const innerObj = inner as Record<string, unknown>
+      if (typeof innerObj.reasoning === 'string') return innerObj.reasoning
+    }
+  }
+  return null
+}
+
+export function FilteringReportTabs({ roundId }: FilteringReportTabsProps) {
+  const [outcomeFilter, setOutcomeFilter] = useState<OutcomeFilter>('ALL')
+  const [page, setPage] = useState(1)
+  const [expandedId, setExpandedId] = useState<string | null>(null)
+  const [previewProjectId, setPreviewProjectId] = useState<string | null>(null)
+  const perPage = 20
+
+  const { data, isLoading } = trpc.analytics.getFilteringResults.useQuery({
+    roundId,
+    outcome: outcomeFilter === 'ALL' ? undefined : outcomeFilter,
+    page,
+    perPage,
+  })
+
+  function handleOutcomeChange(value: string) {
+    setOutcomeFilter(value as OutcomeFilter)
+    setPage(1)
+  }
+
+  function toggleExpand(id: string) {
+    setExpandedId((prev) => (prev === id ? null : id))
+  }
+
+  function openPreview(projectId: string, e: React.MouseEvent) {
+    e.stopPropagation()
+    setPreviewProjectId(projectId)
+  }
+
+  return (
+    <div className="space-y-6">
+      <RoundTypeStatsCards roundId={roundId} />
+      <FilteringScreeningBar roundId={roundId} />
+
+      {/* Filter + count */}
+      <div className="flex items-center gap-3">
+        <Select value={outcomeFilter} onValueChange={handleOutcomeChange}>
+          <SelectTrigger className="w-[180px]">
+            <SelectValue placeholder="All Outcomes" />
+          </SelectTrigger>
+          <SelectContent>
+            <SelectItem value="ALL">All Outcomes</SelectItem>
+            <SelectItem value="PASSED">Passed</SelectItem>
+            <SelectItem value="FILTERED_OUT">Filtered Out</SelectItem>
+            <SelectItem value="FLAGGED">Flagged</SelectItem>
+          </SelectContent>
+        </Select>
+        {data && (
+          <p className="text-sm text-muted-foreground">
+            {data.total} project{data.total !== 1 ? 's' : ''}
+          </p>
+        )}
+      </div>
+
+      {isLoading ? (
+        <Skeleton className="h-[400px]" />
+      ) : data?.results.length ? (
+        <>
+          {/* Desktop table */}
+          <div className="hidden md:block rounded-md border">
+            <Table>
+              <TableHeader>
+                <TableRow>
+                  <TableHead className="w-8" />
+                  <TableHead>Project</TableHead>
+                  <TableHead>Team</TableHead>
+                  <TableHead>Category</TableHead>
+                  <TableHead>Country</TableHead>
+                  <TableHead>Outcome</TableHead>
+                </TableRow>
+              </TableHeader>
+              <TableBody>
+                {data.results.map((r) => {
+                  const effectiveOutcome = r.finalOutcome ?? r.outcome
+                  const reasoning = extractReasoning(r.aiScreeningJson)
+                  const isExpanded = expandedId === r.id
+                  return (
+                    <>
+                      <TableRow
+                        key={r.id}
+                        className="cursor-pointer hover:bg-muted/50"
+                        onClick={() => toggleExpand(r.id)}
+                      >
+                        <TableCell className="w-8 pr-0">
+                          {isExpanded ? (
+                            <ChevronUp className="h-4 w-4 text-muted-foreground" />
+                          ) : (
+                            <ChevronDown className="h-4 w-4 text-muted-foreground" />
+                          )}
+                        </TableCell>
+                        <TableCell>
+                          <button
+                            className="font-medium text-primary hover:underline text-left"
+                            onClick={(e) => openPreview(r.project.id, e)}
+                          >
+                            {r.project.title}
+                          </button>
+                        </TableCell>
+                        <TableCell className="text-muted-foreground">{r.project.teamName}</TableCell>
+                        <TableCell className="text-muted-foreground">
+                          {r.project.competitionCategory ?? '—'}
+                        </TableCell>
+                        <TableCell className="text-muted-foreground">
+                          {r.project.country ?? '—'}
+                        </TableCell>
+                        <TableCell>{outcomeBadge(effectiveOutcome)}</TableCell>
+                      </TableRow>
+                      {isExpanded && (
+                        <TableRow key={`${r.id}-detail`}>
+                          <TableCell colSpan={6} className="bg-muted/30 p-0">
+                            <div className="px-6 py-4 space-y-2">
+                              {reasoning ? (
+                                <div>
+                                  <p className="text-xs font-medium text-muted-foreground mb-1">AI Reasoning</p>
+                                  <p className="text-sm whitespace-pre-wrap leading-relaxed">{reasoning}</p>
+                                </div>
+                              ) : (
+                                <p className="text-sm text-muted-foreground italic">No AI reasoning available</p>
+                              )}
+                              {r.overrideReason && (
+                                <div className="mt-2">
+                                  <p className="text-xs font-medium text-amber-700 mb-1">Override Reason</p>
+                                  <p className="text-sm rounded-md bg-amber-50 border border-amber-200 p-2">
+                                    {r.overrideReason}
+                                  </p>
+                                </div>
+                              )}
+                              {r.project.awardEligibilities.length > 0 && (
+                                <div className="mt-2">
+                                  <p className="text-xs font-medium text-muted-foreground mb-1">Award Routing</p>
+                                  <div className="flex gap-1.5">
+                                    {r.project.awardEligibilities.map((ae, i) => (
+                                      <Badge key={i} variant="secondary">{ae.award.name}</Badge>
+                                    ))}
+                                  </div>
+                                </div>
+                              )}
+                            </div>
+                          </TableCell>
+                        </TableRow>
+                      )}
+                    </>
+                  )
+                })}
+              </TableBody>
+            </Table>
+          </div>
+
+          {/* Mobile card stack */}
+          <div className="space-y-3 md:hidden">
+            {data.results.map((r) => {
+              const effectiveOutcome = r.finalOutcome ?? r.outcome
+              const reasoning = extractReasoning(r.aiScreeningJson)
+              const isExpanded = expandedId === r.id
+              return (
+                <Card key={r.id}>
+                  <CardContent className="p-4">
+                    <button
+                      className="w-full text-left"
+                      onClick={() => toggleExpand(r.id)}
+                    >
+                      <div className="flex items-start justify-between gap-2">
+                        <div className="min-w-0">
+                          <button
+                            className="font-medium text-sm text-primary hover:underline text-left truncate block max-w-full"
+                            onClick={(e) => openPreview(r.project.id, e)}
+                          >
+                            {r.project.title}
+                          </button>
+                          <p className="text-xs text-muted-foreground mt-0.5">{r.project.teamName}</p>
+                        </div>
+                        <div className="flex items-center gap-2 shrink-0">
+                          {outcomeBadge(effectiveOutcome)}
+                          {isExpanded ? (
+                            <ChevronUp className="h-4 w-4 text-muted-foreground" />
+                          ) : (
+                            <ChevronDown className="h-4 w-4 text-muted-foreground" />
+                          )}
+                        </div>
+                      </div>
+                      <div className="flex gap-3 text-xs text-muted-foreground mt-1">
+                        {r.project.competitionCategory && <span>{r.project.competitionCategory}</span>}
+                        {r.project.country && <span>{r.project.country}</span>}
+                      </div>
+                    </button>
+
+                    {isExpanded && (
+                      <div className="mt-3 pt-3 border-t space-y-2">
+                        {reasoning ? (
+                          <div>
+                            <p className="text-xs font-medium text-muted-foreground mb-1">AI Reasoning</p>
+                            <p className="text-sm whitespace-pre-wrap leading-relaxed">{reasoning}</p>
+                          </div>
+                        ) : (
+                          <p className="text-sm text-muted-foreground italic">No AI reasoning available</p>
+                        )}
+                        {r.overrideReason && (
+                          <div>
+                            <p className="text-xs font-medium text-amber-700 mb-1">Override Reason</p>
+                            <p className="text-sm rounded-md bg-amber-50 border border-amber-200 p-2">
+                              {r.overrideReason}
+                            </p>
+                          </div>
+                        )}
+                      </div>
+                    )}
+                  </CardContent>
+                </Card>
+              )
+            })}
+          </div>
+
+          {/* Pagination */}
+          {data.totalPages > 1 && (
+            <div className="flex items-center justify-center gap-2">
+              <Button
+                variant="outline"
+                size="sm"
+                onClick={() => setPage((p) => Math.max(1, p - 1))}
+                disabled={page === 1}
+              >
+                <ChevronLeft className="h-4 w-4" />
+              </Button>
+              {Array.from({ length: Math.min(data.totalPages, 7) }, (_, i) => {
+                const pageNum = i + 1
+                return (
+                  <Button
+                    key={pageNum}
+                    variant={page === pageNum ? 'default' : 'outline'}
+                    size="sm"
+                    onClick={() => setPage(pageNum)}
+                  >
+                    {pageNum}
+                  </Button>
+                )
+              })}
+              <Button
+                variant="outline"
+                size="sm"
+                onClick={() => setPage((p) => Math.min(data.totalPages, p + 1))}
+                disabled={page === data.totalPages}
+              >
+                <ChevronRight className="h-4 w-4" />
+              </Button>
+            </div>
+          )}
+        </>
+      ) : (
+        <Card>
+          <CardContent className="flex items-center justify-center py-12">
+            <p className="text-sm text-muted-foreground">No filtering results found</p>
+          </CardContent>
+        </Card>
+      )}
+
+      <ProjectPreviewDialog
+        projectId={previewProjectId}
+        open={!!previewProjectId}
+        onOpenChange={(open) => { if (!open) setPreviewProjectId(null) }}
+      />
+    </div>
+  )
+}

src/components/observer/reports/filtering-screening-bar.tsx

@@ -0,0 +1,115 @@
+'use client'
+
+import { trpc } from '@/lib/trpc/client'
+import { Card, CardContent, CardHeader, CardTitle } from '@/components/ui/card'
+import { Skeleton } from '@/components/ui/skeleton'
+import { cn } from '@/lib/utils'
+
+const SEGMENTS = [
+  { key: 'passed' as const,      label: 'Passed',       color: '#2d8659', bg: '#2d865915' },
+  { key: 'filteredOut' as const, label: 'Filtered Out',  color: '#de0f1e', bg: '#de0f1e15' },
+  { key: 'flagged' as const,     label: 'Flagged',       color: '#d97706', bg: '#d9770615' },
+]
+
+interface FilteringScreeningBarProps {
+  roundId: string
+  className?: string
+}
+
+export function FilteringScreeningBar({ roundId, className }: FilteringScreeningBarProps) {
+  const { data, isLoading } = trpc.analytics.getFilteringResultStats.useQuery(
+    { roundId },
+    { enabled: !!roundId }
+  )
+
+  return (
+    <Card className={cn(className)}>
+      <CardHeader>
+        <CardTitle className="text-base">Screening Results</CardTitle>
+      </CardHeader>
+      <CardContent className="space-y-4">
+        {isLoading ? (
+          <>
+            <Skeleton className="h-5 w-full rounded-full" />
+            <div className="flex flex-wrap gap-2">
+              <Skeleton className="h-8 w-28 rounded-lg" />
+              <Skeleton className="h-8 w-32 rounded-lg" />
+              <Skeleton className="h-8 w-24 rounded-lg" />
+            </div>
+          </>
+        ) : !data || data.total === 0 ? (
+          <p className="text-sm text-muted-foreground">No screening data available.</p>
+        ) : (
+          <>
+            {/* Segmented bar */}
+            <div className="flex h-5 w-full overflow-hidden rounded-full bg-muted">
+              {SEGMENTS.map(({ key, color }) => {
+                const pct = (data[key] / data.total) * 100
+                if (pct === 0) return null
+                return (
+                  <div
+                    key={key}
+                    title={`${data[key]} (${Math.round(pct)}%)`}
+                    style={{ width: `${pct}%`, backgroundColor: color, minWidth: '4px' }}
+                    className="transition-all duration-500 first:rounded-l-full last:rounded-r-full"
+                  />
+                )
+              })}
+            </div>
+
+            {/* Stat pills */}
+            <div className="flex flex-wrap gap-2">
+              {SEGMENTS.map(({ key, label, color, bg }) => {
+                const count = data[key]
+                const pct = Math.round((count / data.total) * 100)
+                return (
+                  <div
+                    key={key}
+                    className="flex items-center gap-1.5 rounded-lg px-3 py-1.5 text-sm font-medium"
+                    style={{ backgroundColor: bg, color }}
+                  >
+                    <span
+                      className="inline-block h-2 w-2 shrink-0 rounded-full"
+                      style={{ backgroundColor: color }}
+                    />
+                    <span>{label}</span>
+                    <span className="tabular-nums font-bold">{count}</span>
+                    <span className="font-normal opacity-70">({pct}%)</span>
+                  </div>
+                )
+              })}
+
+              {/* Total */}
+              <div className="flex items-center gap-1.5 rounded-lg bg-muted px-3 py-1.5 text-sm font-medium text-muted-foreground">
+                <span>Total</span>
+                <span className="tabular-nums font-bold text-foreground">{data.total}</span>
+              </div>
+
+              {/* Overridden — only if any */}
+              {data.overridden > 0 && (
+                <div
+                  className="flex items-center gap-1.5 rounded-lg px-3 py-1.5 text-sm font-medium"
+                  style={{ backgroundColor: '#7c3aed15', color: '#7c3aed' }}
+                >
+                  <span>Overridden</span>
+                  <span className="tabular-nums font-bold">{data.overridden}</span>
+                </div>
+              )}
+
+              {/* Routed to awards — only if any */}
+              {data.routedToAwards > 0 && (
+                <div
+                  className="flex items-center gap-1.5 rounded-lg px-3 py-1.5 text-sm font-medium"
+                  style={{ backgroundColor: '#053d5715', color: '#053d57' }}
+                >
+                  <span>Routed to Awards</span>
+                  <span className="tabular-nums font-bold">{data.routedToAwards}</span>
+                </div>
+              )}
+            </div>
+          </>
+        )}
+      </CardContent>
+    </Card>
+  )
+}

src/components/observer/reports/global-analytics-tab.tsx

@@ -0,0 +1,69 @@
+'use client'
+
+import { trpc } from '@/lib/trpc/client'
+import { Skeleton } from '@/components/ui/skeleton'
+import {
+  GeographicDistribution,
+  StatusBreakdownChart,
+  DiversityMetricsChart,
+  CrossStageComparisonChart,
+} from '@/components/charts'
+
+interface GlobalAnalyticsTabProps {
+  programId: string
+  roundIds?: string[]
+}
+
+export function GlobalAnalyticsTab({ programId, roundIds }: GlobalAnalyticsTabProps) {
+  const { data: geoData, isLoading: geoLoading } =
+    trpc.analytics.getGeographicDistribution.useQuery({ programId })
+
+  const { data: diversity, isLoading: diversityLoading } =
+    trpc.analytics.getDiversityMetrics.useQuery({ programId })
+
+  const { data: statusBreakdown, isLoading: statusLoading } =
+    trpc.analytics.getStatusBreakdown.useQuery({ programId })
+
+  const { data: crossRound, isLoading: crossLoading } =
+    trpc.analytics.getCrossRoundComparison.useQuery(
+      { roundIds: roundIds ?? [] },
+      { enabled: !!roundIds && roundIds.length >= 2 }
+    )
+
+  return (
+    <div className="space-y-6">
+      {/* Diversity Metrics — includes summary cards, category breakdown, ocean issues, tags */}
+      {diversityLoading ? (
+        <Skeleton className="h-[400px]" />
+      ) : diversity ? (
+        <DiversityMetricsChart data={diversity} />
+      ) : null}
+
+      {/* Geographic Distribution — full-width map with top countries */}
+      {geoLoading ? (
+        <Skeleton className="h-[500px]" />
+      ) : geoData?.length ? (
+        <GeographicDistribution data={geoData} />
+      ) : null}
+
+      {/* Project Status + Cross-Round Comparison */}
+      <div className="grid gap-6 lg:grid-cols-2">
+        {statusLoading ? (
+          <Skeleton className="h-[350px]" />
+        ) : statusBreakdown ? (
+          <StatusBreakdownChart data={statusBreakdown} />
+        ) : null}
+
+        {roundIds && roundIds.length >= 2 && (
+          <>
+            {crossLoading ? (
+              <Skeleton className="h-[350px]" />
+            ) : crossRound ? (
+              <CrossStageComparisonChart data={crossRound} />
+            ) : null}
+          </>
+        )}
+      </div>
+    </div>
+  )
+}

src/components/observer/reports/intake-report-tabs.tsx

@@ -0,0 +1,37 @@
+'use client'
+
+import { trpc } from '@/lib/trpc/client'
+import { Skeleton } from '@/components/ui/skeleton'
+import { StatusBreakdownChart, DiversityMetricsChart } from '@/components/charts'
+import { RoundTypeStatsCards } from '@/components/observer/round-type-stats'
+
+interface IntakeReportTabsProps {
+  roundId: string
+  programId: string
+}
+
+export function IntakeReportTabs({ roundId, programId }: IntakeReportTabsProps) {
+  const { data: statusBreakdown, isLoading: statusLoading } =
+    trpc.analytics.getStatusBreakdown.useQuery({ roundId })
+
+  const { data: diversity, isLoading: diversityLoading } =
+    trpc.analytics.getDiversityMetrics.useQuery({ roundId })
+
+  return (
+    <div className="space-y-6">
+      <RoundTypeStatsCards roundId={roundId} />
+
+      {statusLoading ? (
+        <Skeleton className="h-[350px]" />
+      ) : statusBreakdown ? (
+        <StatusBreakdownChart data={statusBreakdown} />
+      ) : null}
+
+      {diversityLoading ? (
+        <Skeleton className="h-[400px]" />
+      ) : diversity ? (
+        <DiversityMetricsChart data={diversity} />
+      ) : null}
+    </div>
+  )
+}

src/components/observer/reports/live-final-report-tabs.tsx

@@ -0,0 +1,29 @@
+'use client'
+
+import { trpc } from '@/lib/trpc/client'
+import { Skeleton } from '@/components/ui/skeleton'
+import { StatusBreakdownChart } from '@/components/charts'
+import { RoundTypeStatsCards } from '@/components/observer/round-type-stats'
+
+interface LiveFinalReportTabsProps {
+  roundId: string
+  programId: string
+}
+
+function StatusBreakdownSection({ roundId }: { roundId: string }) {
+  const { data: statusBreakdown, isLoading } =
+    trpc.analytics.getStatusBreakdown.useQuery({ roundId })
+
+  if (isLoading) return <Skeleton className="h-[350px]" />
+  if (!statusBreakdown) return null
+  return <StatusBreakdownChart data={statusBreakdown} />
+}
+
+export function LiveFinalReportTabs({ roundId }: LiveFinalReportTabsProps) {
+  return (
+    <div className="space-y-6">
+      <RoundTypeStatsCards roundId={roundId} />
+      <StatusBreakdownSection roundId={roundId} />
+    </div>
+  )
+}

src/components/observer/reports/mentoring-report-tabs.tsx

@@ -0,0 +1,29 @@
+'use client'
+
+import { trpc } from '@/lib/trpc/client'
+import { Skeleton } from '@/components/ui/skeleton'
+import { StatusBreakdownChart } from '@/components/charts'
+import { RoundTypeStatsCards } from '@/components/observer/round-type-stats'
+
+interface MentoringReportTabsProps {
+  roundId: string
+  programId: string
+}
+
+function StatusBreakdownSection({ roundId }: { roundId: string }) {
+  const { data: statusBreakdown, isLoading } =
+    trpc.analytics.getStatusBreakdown.useQuery({ roundId })
+
+  if (isLoading) return <Skeleton className="h-[350px]" />
+  if (!statusBreakdown) return null
+  return <StatusBreakdownChart data={statusBreakdown} />
+}
+
+export function MentoringReportTabs({ roundId }: MentoringReportTabsProps) {
+  return (
+    <div className="space-y-6">
+      <RoundTypeStatsCards roundId={roundId} />
+      <StatusBreakdownSection roundId={roundId} />
+    </div>
+  )
+}

src/components/observer/reports/project-preview-dialog.tsx

@@ -0,0 +1,183 @@
+'use client'
+
+import { trpc } from '@/lib/trpc/client'
+import {
+  Dialog,
+  DialogContent,
+  DialogHeader,
+  DialogTitle,
+} from '@/components/ui/dialog'
+import { Badge } from '@/components/ui/badge'
+import { Button } from '@/components/ui/button'
+import { Skeleton } from '@/components/ui/skeleton'
+import { Separator } from '@/components/ui/separator'
+import { StatusBadge } from '@/components/shared/status-badge'
+import { ExternalLink, MapPin, Waves, Users } from 'lucide-react'
+import Link from 'next/link'
+import type { Route } from 'next'
+import { scoreGradient } from '@/components/charts/chart-theme'
+
+interface ProjectPreviewDialogProps {
+  projectId: string | null
+  open: boolean
+  onOpenChange: (open: boolean) => void
+}
+
+function ScorePill({ score }: { score: number }) {
+  const bg = scoreGradient(score)
+  const text = score >= 6 ? '#ffffff' : '#1a1a1a'
+  return (
+    <span
+      className="inline-flex items-center justify-center rounded-md px-2.5 py-1 text-sm font-bold tabular-nums"
+      style={{ backgroundColor: bg, color: text }}
+    >
+      {score.toFixed(1)}
+    </span>
+  )
+}
+
+export function ProjectPreviewDialog({ projectId, open, onOpenChange }: ProjectPreviewDialogProps) {
+  const { data, isLoading } = trpc.analytics.getProjectDetail.useQuery(
+    { id: projectId! },
+    { enabled: !!projectId && open },
+  )
+
+  return (
+    <Dialog open={open} onOpenChange={onOpenChange}>
+      <DialogContent className="max-w-2xl max-h-[85vh] overflow-y-auto">
+        {isLoading || !data ? (
+          <>
+            <DialogHeader>
+              <Skeleton className="h-6 w-48" />
+            </DialogHeader>
+            <div className="space-y-4">
+              <Skeleton className="h-4 w-32" />
+              <Skeleton className="h-20 w-full" />
+              <Skeleton className="h-32 w-full" />
+            </div>
+          </>
+        ) : (
+          <>
+            <DialogHeader>
+              <DialogTitle className="text-lg leading-tight pr-8">
+                {data.project.title}
+              </DialogTitle>
+            </DialogHeader>
+
+            <div className="space-y-4">
+              {/* Project info row */}
+              <div className="flex flex-wrap items-center gap-2">
+                <StatusBadge status={data.project.status} />
+                {data.project.teamName && (
+                  <Badge variant="outline" className="gap-1">
+                    <Users className="h-3 w-3" />
+                    {data.project.teamName}
+                  </Badge>
+                )}
+                {data.project.country && (
+                  <Badge variant="outline" className="gap-1">
+                    <MapPin className="h-3 w-3" />
+                    {data.project.country}
+                  </Badge>
+                )}
+                {data.project.competitionCategory && (
+                  <Badge variant="secondary">{data.project.competitionCategory}</Badge>
+                )}
+              </div>
+
+              {/* Description */}
+              {data.project.description && (
+                <p className="text-sm text-muted-foreground line-clamp-4">
+                  {data.project.description}
+                </p>
+              )}
+
+              {/* Ocean Issue */}
+              {data.project.oceanIssue && (
+                <Badge variant="outline" className="gap-1 text-xs">
+                  <Waves className="h-3 w-3" />
+                  {data.project.oceanIssue.replace(/_/g, ' ').toLowerCase().replace(/\b\w/g, (c: string) => c.toUpperCase())}
+                </Badge>
+              )}
+
+              <Separator />
+
+              {/* Evaluation summary */}
+              {data.stats && (
+                <div>
+                  <h3 className="text-sm font-semibold mb-2">Evaluation Summary</h3>
+                  <div className="grid grid-cols-2 sm:grid-cols-4 gap-3">
+                    <div className="rounded-md border p-3 text-center">
+                      <p className="text-lg font-bold tabular-nums">
+                        {data.stats.averageGlobalScore != null ? (
+                          <ScorePill score={data.stats.averageGlobalScore} />
+                        ) : '—'}
+                      </p>
+                      <p className="text-xs text-muted-foreground mt-1">Avg Score</p>
+                    </div>
+                    <div className="rounded-md border p-3 text-center">
+                      <p className="text-lg font-bold tabular-nums">{data.stats.totalEvaluations ?? 0}</p>
+                      <p className="text-xs text-muted-foreground mt-1">Evaluations</p>
+                    </div>
+                    <div className="rounded-md border p-3 text-center">
+                      <p className="text-lg font-bold tabular-nums">{data.assignments?.length ?? 0}</p>
+                      <p className="text-xs text-muted-foreground mt-1">Assignments</p>
+                    </div>
+                    <div className="rounded-md border p-3 text-center">
+                      <p className="text-lg font-bold tabular-nums">
+                        {data.stats.yesPercentage != null ? `${Math.round(data.stats.yesPercentage)}%` : '—'}
+                      </p>
+                      <p className="text-xs text-muted-foreground mt-1">Recommend</p>
+                    </div>
+                  </div>
+                </div>
+              )}
+
+              {/* Individual evaluations */}
+              {data.assignments?.length > 0 && (
+                <div>
+                  <h3 className="text-sm font-semibold mb-2">Juror Evaluations</h3>
+                  <div className="space-y-1.5">
+                    {data.assignments.map((a: { id: string; user: { name: string | null }; evaluation: { status: string; globalScore: unknown } | null }) => {
+                      const ev = a.evaluation
+                      const score = ev?.status === 'SUBMITTED' && ev.globalScore != null
+                        ? Number(ev.globalScore)
+                        : null
+                      return (
+                        <div key={a.id} className="flex items-center justify-between rounded-md border px-3 py-2">
+                          <div className="flex items-center gap-2">
+                            <span className="text-sm font-medium">{a.user.name ?? 'Unknown'}</span>
+                            {ev?.status === 'SUBMITTED' ? (
+                              <Badge variant="default" className="text-[10px]">Reviewed</Badge>
+                            ) : ev?.status === 'DRAFT' ? (
+                              <Badge variant="secondary" className="text-[10px]">Draft</Badge>
+                            ) : (
+                              <Badge variant="outline" className="text-[10px]">Pending</Badge>
+                            )}
+                          </div>
+                          {score !== null && <ScorePill score={score} />}
+                        </div>
+                      )
+                    })}
+                  </div>
+                </div>
+              )}
+
+              <Separator />
+
+              {/* View full project button */}
+              <div className="flex justify-end">
+                <Button asChild>
+                  <Link href={`/observer/projects/${projectId}` as Route}>
+                    <ExternalLink className="mr-2 h-4 w-4" />
+                    View Full Project
+                  </Link>
+                </Button>
+              </div>
+            </div>
+          </>
+        )}
+      </DialogContent>
+    </Dialog>
+  )
+}

src/components/observer/reports/submission-report-tabs.tsx

@@ -0,0 +1,29 @@
+'use client'
+
+import { trpc } from '@/lib/trpc/client'
+import { Skeleton } from '@/components/ui/skeleton'
+import { StatusBreakdownChart } from '@/components/charts'
+import { RoundTypeStatsCards } from '@/components/observer/round-type-stats'
+
+interface SubmissionReportTabsProps {
+  roundId: string
+  programId: string
+}
+
+function StatusBreakdownSection({ roundId }: { roundId: string }) {
+  const { data: statusBreakdown, isLoading } =
+    trpc.analytics.getStatusBreakdown.useQuery({ roundId })
+
+  if (isLoading) return <Skeleton className="h-[350px]" />
+  if (!statusBreakdown) return null
+  return <StatusBreakdownChart data={statusBreakdown} />
+}
+
+export function SubmissionReportTabs({ roundId }: SubmissionReportTabsProps) {
+  return (
+    <div className="space-y-6">
+      <RoundTypeStatsCards roundId={roundId} />
+      <StatusBreakdownSection roundId={roundId} />
+    </div>
+  )
+}

src/components/settings/ai-settings-form.tsx

@@ -1,5 +1,6 @@
 'use client'
 
+import { useEffect, useRef } from 'react'
 import { useForm } from 'react-hook-form'
 import { zodResolver } from '@hookform/resolvers/zod'
 import { z } from 'zod'
@@ -36,6 +37,7 @@ const formSchema = z.object({
   ai_model: z.string(),
   ai_send_descriptions: z.boolean(),
   openai_api_key: z.string().optional(),
+  anthropic_api_key: z.string().optional(),
   openai_base_url: z.string().optional(),
 })
 
@@ -48,6 +50,7 @@ interface AISettingsFormProps {
     ai_model?: string
     ai_send_descriptions?: string
     openai_api_key?: string
+    anthropic_api_key?: string
     openai_base_url?: string
   }
 }
@@ -63,12 +66,29 @@ export function AISettingsForm({ settings }: AISettingsFormProps) {
       ai_model: settings.ai_model || 'gpt-4o',
       ai_send_descriptions: settings.ai_send_descriptions === 'true',
       openai_api_key: '',
+      anthropic_api_key: '',
       openai_base_url: settings.openai_base_url || '',
     },
   })
 
   const watchProvider = form.watch('ai_provider')
   const isLiteLLM = watchProvider === 'litellm'
+  const isAnthropic = watchProvider === 'anthropic'
+  const prevProviderRef = useRef(settings.ai_provider || 'openai')
+
+  // Auto-reset model when provider changes
+  useEffect(() => {
+    if (watchProvider !== prevProviderRef.current) {
+      prevProviderRef.current = watchProvider
+      if (watchProvider === 'anthropic') {
+        form.setValue('ai_model', 'claude-sonnet-4-5-20250514')
+      } else if (watchProvider === 'openai') {
+        form.setValue('ai_model', 'gpt-4o')
+      } else if (watchProvider === 'litellm') {
+        form.setValue('ai_model', '')
+      }
+    }
+  }, [watchProvider, form])
 
   // Fetch available models from OpenAI API (skip for LiteLLM — no models.list support)
   const {
@@ -119,6 +139,9 @@ export function AISettingsForm({ settings }: AISettingsFormProps) {
     if (data.openai_api_key && data.openai_api_key.trim()) {
       settingsToUpdate.push({ key: 'openai_api_key', value: data.openai_api_key })
     }
+    if (data.anthropic_api_key && data.anthropic_api_key.trim()) {
+      settingsToUpdate.push({ key: 'anthropic_api_key', value: data.anthropic_api_key })
+    }
 
     // Save base URL (empty string clears it)
     settingsToUpdate.push({ key: 'openai_base_url', value: data.openai_base_url?.trim() || '' })
@@ -139,6 +162,9 @@ export function AISettingsForm({ settings }: AISettingsFormProps) {
   )
 
   const categoryLabels: Record<string, string> = {
+    'claude-4.5': 'Claude 4.5 Series (Latest)',
+    'claude-4': 'Claude 4 Series',
+    'claude-3.5': 'Claude 3.5 Series',
     'gpt-5+': 'GPT-5+ Series (Latest)',
     'gpt-4o': 'GPT-4o Series',
     'gpt-4': 'GPT-4 Series',
@@ -147,7 +173,7 @@ export function AISettingsForm({ settings }: AISettingsFormProps) {
     other: 'Other Models',
   }
 
-  const categoryOrder = ['gpt-5+', 'gpt-4o', 'gpt-4', 'gpt-3.5', 'reasoning', 'other']
+  const categoryOrder = ['claude-4.5', 'claude-4', 'claude-3.5', 'gpt-5+', 'gpt-4o', 'gpt-4', 'gpt-3.5', 'reasoning', 'other']
 
   return (
     <Form {...form}>
@@ -187,13 +213,16 @@ export function AISettingsForm({ settings }: AISettingsFormProps) {
                 </FormControl>
                 <SelectContent>
                   <SelectItem value="openai">OpenAI (API Key)</SelectItem>
+                  <SelectItem value="anthropic">Anthropic (Claude API)</SelectItem>
                   <SelectItem value="litellm">LiteLLM Proxy (ChatGPT Subscription)</SelectItem>
                 </SelectContent>
               </Select>
               <FormDescription>
                 {field.value === 'litellm'
                   ? 'Route AI calls through a LiteLLM proxy connected to your ChatGPT Plus/Pro subscription'
-                  : 'Direct OpenAI API access using your API key'}
+                  : field.value === 'anthropic'
+                    ? 'Direct Anthropic API access using Claude models'
+                    : 'Direct OpenAI API access using your API key'}
               </FormDescription>
               <FormMessage />
             </FormItem>
@@ -211,37 +240,71 @@ export function AISettingsForm({ settings }: AISettingsFormProps) {
           </Alert>
         )}
 
-        <FormField
-          control={form.control}
-          name="openai_api_key"
-          render={({ field }) => (
-            <FormItem>
-              <FormLabel>{isLiteLLM ? 'API Key (Optional)' : 'API Key'}</FormLabel>
-              <FormControl>
-                <Input
-                  type="password"
-                  placeholder={isLiteLLM
-                    ? 'Optional — leave blank for default'
-                    : (settings.openai_api_key ? '••••••••' : 'Enter API key')}
-                  {...field}
-                />
-              </FormControl>
-              <FormDescription>
-                {isLiteLLM
-                  ? 'LiteLLM proxy usually does not require an API key. Leave blank to use default.'
-                  : 'Your OpenAI API key. Leave blank to keep the existing key.'}
-              </FormDescription>
-              <FormMessage />
-            </FormItem>
-          )}
-        />
+        {isAnthropic && (
+          <Alert>
+            <Info className="h-4 w-4" />
+            <AlertDescription>
+              <strong>Anthropic Claude Mode</strong> — AI calls use the Anthropic Messages API.
+              Claude Opus models include extended thinking for deeper analysis.
+              JSON responses are validated with automatic retry.
+            </AlertDescription>
+          </Alert>
+        )}
+
+        {isAnthropic ? (
+          <FormField
+            control={form.control}
+            name="anthropic_api_key"
+            render={({ field }) => (
+              <FormItem>
+                <FormLabel>Anthropic API Key</FormLabel>
+                <FormControl>
+                  <Input
+                    type="password"
+                    placeholder={settings.anthropic_api_key ? '••••••••' : 'Enter Anthropic API key'}
+                    {...field}
+                  />
+                </FormControl>
+                <FormDescription>
+                  Your Anthropic API key. Leave blank to keep the existing key.
+                </FormDescription>
+                <FormMessage />
+              </FormItem>
+            )}
+          />
+        ) : (
+          <FormField
+            control={form.control}
+            name="openai_api_key"
+            render={({ field }) => (
+              <FormItem>
+                <FormLabel>{isLiteLLM ? 'API Key (Optional)' : 'OpenAI API Key'}</FormLabel>
+                <FormControl>
+                  <Input
+                    type="password"
+                    placeholder={isLiteLLM
+                      ? 'Optional — leave blank for default'
+                      : (settings.openai_api_key ? '••••••••' : 'Enter API key')}
+                    {...field}
+                  />
+                </FormControl>
+                <FormDescription>
+                  {isLiteLLM
+                    ? 'LiteLLM proxy usually does not require an API key. Leave blank to use default.'
+                    : 'Your OpenAI API key. Leave blank to keep the existing key.'}
+                </FormDescription>
+                <FormMessage />
+              </FormItem>
+            )}
+          />
+        )}
 
         <FormField
           control={form.control}
           name="openai_base_url"
           render={({ field }) => (
             <FormItem>
-              <FormLabel>{isLiteLLM ? 'LiteLLM Proxy URL' : 'API Base URL (Optional)'}</FormLabel>
+              <FormLabel>{isLiteLLM ? 'LiteLLM Proxy URL' : isAnthropic ? 'Anthropic Base URL (Optional)' : 'API Base URL (Optional)'}</FormLabel>
               <FormControl>
                 <Input
                   placeholder={isLiteLLM ? 'http://localhost:4000' : 'https://api.openai.com/v1'}
@@ -255,6 +318,10 @@ export function AISettingsForm({ settings }: AISettingsFormProps) {
                     <code className="text-xs bg-muted px-1 rounded">http://localhost:4000</code>{' '}
                     or your server address.
                   </>
+                ) : isAnthropic ? (
+                  <>
+                    Custom base URL for Anthropic API proxy or gateway. Leave blank for default Anthropic API.
+                  </>
                 ) : (
                   <>
                     Custom base URL for OpenAI-compatible providers. Leave blank for OpenAI.
@@ -288,7 +355,42 @@ export function AISettingsForm({ settings }: AISettingsFormProps) {
                 )}
               </div>
 
-              {isLiteLLM || modelsData?.manualEntry ? (
+              {isAnthropic ? (
+                // Anthropic: fetch models from server (hardcoded list)
+                modelsLoading ? (
+                  <Skeleton className="h-10 w-full" />
+                ) : modelsData?.success && modelsData.models && modelsData.models.length > 0 ? (
+                  <Select onValueChange={field.onChange} value={field.value}>
+                    <FormControl>
+                      <SelectTrigger>
+                        <SelectValue placeholder="Select Claude model" />
+                      </SelectTrigger>
+                    </FormControl>
+                    <SelectContent>
+                      {categoryOrder
+                        .filter((cat) => groupedModels?.[cat]?.length)
+                        .map((category) => (
+                          <SelectGroup key={category}>
+                            <SelectLabel className="text-xs font-semibold text-muted-foreground">
+                              {categoryLabels[category] || category}
+                            </SelectLabel>
+                            {groupedModels?.[category]?.map((model) => (
+                              <SelectItem key={model.id} value={model.id}>
+                                {model.name}
+                              </SelectItem>
+                            ))}
+                          </SelectGroup>
+                        ))}
+                    </SelectContent>
+                  </Select>
+                ) : (
+                  <Input
+                    value={field.value}
+                    onChange={(e) => field.onChange(e.target.value)}
+                    placeholder="claude-sonnet-4-5-20250514"
+                  />
+                )
+              ) : isLiteLLM || modelsData?.manualEntry ? (
                 <Input
                   value={field.value}
                   onChange={(e) => field.onChange(e.target.value)}
@@ -341,7 +443,16 @@ export function AISettingsForm({ settings }: AISettingsFormProps) {
                 </Select>
               )}
               <FormDescription>
-                {isLiteLLM ? (
+                {isAnthropic ? (
+                  form.watch('ai_model')?.includes('opus') ? (
+                    <span className="flex items-center gap-1 text-amber-600">
+                      <SlidersHorizontal className="h-3 w-3" />
+                      Opus model — includes extended thinking for deeper analysis
+                    </span>
+                  ) : (
+                    'Anthropic Claude model to use for AI features'
+                  )
+                ) : isLiteLLM ? (
                   <>
                     Enter the model ID with the{' '}
                     <code className="text-xs bg-muted px-1 rounded">chatgpt/</code> prefix.

src/components/settings/settings-content.tsx

@@ -23,14 +23,15 @@ import {
   Newspaper,
   BarChart3,
   ShieldAlert,
-  Globe,
   Webhook,
   MessageCircle,
+  FlaskConical,
 } from 'lucide-react'
 import Link from 'next/link'
 import { AnimatedCard } from '@/components/shared/animated-container'
 import { AISettingsForm } from './ai-settings-form'
 import { AIUsageCard } from './ai-usage-card'
+import { TestEnvironmentPanel } from './test-environment-panel'
 import { BrandingSettingsForm } from './branding-settings-form'
 import { EmailSettingsForm } from './email-settings-form'
 import { StorageSettingsForm } from './storage-settings-form'
@@ -158,11 +159,6 @@ export function SettingsContent({ initialSettings, isSuperAdmin = true }: Settin
     'whatsapp_provider',
   ])
 
-  const localizationSettings = getSettingsByKeys([
-    'localization_enabled_locales',
-    'localization_default_locale',
-  ])
-
   return (
     <>
     <Tabs defaultValue="defaults" className="space-y-6">
@@ -176,10 +172,6 @@ export function SettingsContent({ initialSettings, isSuperAdmin = true }: Settin
           <Palette className="h-4 w-4" />
           Branding
         </TabsTrigger>
-        <TabsTrigger value="localization" className="gap-2 shrink-0">
-          <Globe className="h-4 w-4" />
-          Locale
-        </TabsTrigger>
         {isSuperAdmin && (
           <TabsTrigger value="email" className="gap-2 shrink-0">
             <Mail className="h-4 w-4" />
@@ -236,6 +228,12 @@ export function SettingsContent({ initialSettings, isSuperAdmin = true }: Settin
             Webhooks
           </Link>
         )}
+        {isSuperAdmin && (
+          <TabsTrigger value="testenv" className="gap-2 shrink-0">
+            <FlaskConical className="h-4 w-4" />
+            Test Env
+          </TabsTrigger>
+        )}
       </TabsList>
 
       <div className="lg:flex lg:gap-8">
@@ -253,10 +251,6 @@ export function SettingsContent({ initialSettings, isSuperAdmin = true }: Settin
                 <Palette className="h-4 w-4" />
                 Branding
               </TabsTrigger>
-              <TabsTrigger value="localization" className="justify-start gap-2 w-full px-3 py-2 h-auto data-[state=active]:bg-muted">
-                <Globe className="h-4 w-4" />
-                Locale
-              </TabsTrigger>
             </TabsList>
           </div>
           <div>
@@ -333,6 +327,12 @@ export function SettingsContent({ initialSettings, isSuperAdmin = true }: Settin
                 Webhooks
                 <ExternalLink className="ml-auto h-3 w-3 opacity-50" />
               </Link>
+              <TabsList className="flex flex-col items-stretch h-auto w-full bg-transparent p-0 gap-0.5 mt-1">
+                <TabsTrigger value="testenv" className="justify-start gap-2 w-full px-3 py-2 h-auto data-[state=active]:bg-muted">
+                  <FlaskConical className="h-4 w-4" />
+                  Test Env
+                </TabsTrigger>
+              </TabsList>
             </div>
           )}
         </nav>
@@ -510,22 +510,6 @@ export function SettingsContent({ initialSettings, isSuperAdmin = true }: Settin
         </AnimatedCard>
       </TabsContent>
 
-      <TabsContent value="localization" className="space-y-6">
-        <AnimatedCard>
-        <Card>
-          <CardHeader>
-            <CardTitle>Localization</CardTitle>
-            <CardDescription>
-              Configure language and locale settings
-            </CardDescription>
-          </CardHeader>
-          <CardContent>
-            <LocalizationSettingsSection settings={localizationSettings} />
-          </CardContent>
-        </Card>
-        </AnimatedCard>
-      </TabsContent>
-
       {isSuperAdmin && (
         <TabsContent value="whatsapp" className="space-y-6">
           <AnimatedCard>
@@ -543,6 +527,28 @@ export function SettingsContent({ initialSettings, isSuperAdmin = true }: Settin
           </AnimatedCard>
         </TabsContent>
       )}
+
+      {isSuperAdmin && (
+        <TabsContent value="testenv" className="space-y-6">
+          <AnimatedCard>
+          <Card>
+            <CardHeader>
+              <CardTitle className="flex items-center gap-2">
+                <FlaskConical className="h-5 w-5" />
+                Test Environment
+              </CardTitle>
+              <CardDescription>
+                Create a sandboxed test competition with dummy data for testing all roles and workflows.
+                Fully isolated from production data.
+              </CardDescription>
+            </CardHeader>
+            <CardContent>
+              <TestEnvironmentPanel />
+            </CardContent>
+          </Card>
+          </AnimatedCard>
+        </TabsContent>
+      )}
       </div>{/* end content area */}
       </div>{/* end lg:flex */}
     </Tabs>
@@ -858,66 +864,3 @@ function WhatsAppSettingsSection({ settings }: { settings: Record<string, string
   )
 }
 
-function LocalizationSettingsSection({ settings }: { settings: Record<string, string> }) {
-  const mutation = useSettingsMutation()
-  const enabledLocales = (settings.localization_enabled_locales || 'en').split(',')
-
-  const toggleLocale = (locale: string) => {
-    const current = new Set(enabledLocales)
-    if (current.has(locale)) {
-      if (current.size <= 1) {
-        toast.error('At least one locale must be enabled')
-        return
-      }
-      current.delete(locale)
-    } else {
-      current.add(locale)
-    }
-    mutation.mutate({
-      key: 'localization_enabled_locales',
-      value: Array.from(current).join(','),
-    })
-  }
-
-  return (
-    <div className="space-y-4">
-      <div className="space-y-3">
-        <Label className="text-sm font-medium">Enabled Languages</Label>
-        <div className="space-y-2">
-          <div className="flex items-center justify-between rounded-lg border p-3">
-            <div className="flex items-center gap-2">
-              <span className="font-medium text-sm">EN</span>
-              <span className="text-sm text-muted-foreground">English</span>
-            </div>
-            <Checkbox
-              checked={enabledLocales.includes('en')}
-              onCheckedChange={() => toggleLocale('en')}
-              disabled={mutation.isPending}
-            />
-          </div>
-          <div className="flex items-center justify-between rounded-lg border p-3">
-            <div className="flex items-center gap-2">
-              <span className="font-medium text-sm">FR</span>
-              <span className="text-sm text-muted-foreground">Fran&ccedil;ais</span>
-            </div>
-            <Checkbox
-              checked={enabledLocales.includes('fr')}
-              onCheckedChange={() => toggleLocale('fr')}
-              disabled={mutation.isPending}
-            />
-          </div>
-        </div>
-      </div>
-      <SettingSelect
-        label="Default Locale"
-        description="The default language for new users"
-        settingKey="localization_default_locale"
-        value={settings.localization_default_locale || 'en'}
-        options={[
-          { value: 'en', label: 'English' },
-          { value: 'fr', label: 'Fran\u00e7ais' },
-        ]}
-      />
-    </div>
-  )
-}

src/components/settings/test-environment-panel.tsx

@@ -0,0 +1,297 @@
+'use client'
+
+import { useState } from 'react'
+import { useSession } from 'next-auth/react'
+import { useRouter } from 'next/navigation'
+import { trpc } from '@/lib/trpc/client'
+import { Button } from '@/components/ui/button'
+import { Badge } from '@/components/ui/badge'
+import { Input } from '@/components/ui/input'
+import {
+  Card,
+  CardContent,
+  CardDescription,
+  CardHeader,
+  CardTitle,
+} from '@/components/ui/card'
+import {
+  AlertDialog,
+  AlertDialogAction,
+  AlertDialogCancel,
+  AlertDialogContent,
+  AlertDialogDescription,
+  AlertDialogFooter,
+  AlertDialogHeader,
+  AlertDialogTitle,
+  AlertDialogTrigger,
+} from '@/components/ui/alert-dialog'
+import {
+  FlaskConical,
+  Plus,
+  Trash2,
+  ExternalLink,
+  Loader2,
+  Users,
+  UserCog,
+  CheckCircle2,
+  AlertTriangle,
+} from 'lucide-react'
+import type { UserRole } from '@prisma/client'
+
+const ROLE_LABELS: Record<string, string> = {
+  JURY_MEMBER: 'Jury Member',
+  APPLICANT: 'Applicant',
+  MENTOR: 'Mentor',
+  OBSERVER: 'Observer',
+  AWARD_MASTER: 'Award Master',
+  PROGRAM_ADMIN: 'Program Admin',
+}
+
+const ROLE_COLORS: Record<string, string> = {
+  JURY_MEMBER: 'bg-blue-100 text-blue-800',
+  APPLICANT: 'bg-green-100 text-green-800',
+  MENTOR: 'bg-purple-100 text-purple-800',
+  OBSERVER: 'bg-orange-100 text-orange-800',
+  AWARD_MASTER: 'bg-yellow-100 text-yellow-800',
+  PROGRAM_ADMIN: 'bg-red-100 text-red-800',
+}
+
+const ROLE_LANDING: Record<string, string> = {
+  JURY_MEMBER: '/jury',
+  APPLICANT: '/applicant',
+  MENTOR: '/mentor',
+  OBSERVER: '/observer',
+  AWARD_MASTER: '/admin',
+  PROGRAM_ADMIN: '/admin',
+}
+
+export function TestEnvironmentPanel() {
+  const { update } = useSession()
+  const router = useRouter()
+  const utils = trpc.useUtils()
+
+  const { data: status, isLoading } = trpc.testEnvironment.status.useQuery()
+  const createMutation = trpc.testEnvironment.create.useMutation({
+    onSuccess: () => utils.testEnvironment.status.invalidate(),
+  })
+  const tearDownMutation = trpc.testEnvironment.tearDown.useMutation({
+    onSuccess: () => utils.testEnvironment.status.invalidate(),
+  })
+
+  const [confirmText, setConfirmText] = useState('')
+  const [tearDownOpen, setTearDownOpen] = useState(false)
+
+  if (isLoading) {
+    return (
+      <div className="flex items-center justify-center py-12">
+        <Loader2 className="h-6 w-6 animate-spin text-muted-foreground" />
+      </div>
+    )
+  }
+
+  // No test environment — show creation card
+  if (!status?.active) {
+    return (
+      <div className="space-y-4">
+        <div className="rounded-lg border-2 border-dashed p-8 text-center">
+          <FlaskConical className="mx-auto h-12 w-12 text-muted-foreground/50" />
+          <h3 className="mt-4 text-lg font-semibold">No Test Environment</h3>
+          <p className="mt-2 text-sm text-muted-foreground max-w-md mx-auto">
+            Create a sandboxed test competition with dummy users, projects, jury assignments,
+            and partial evaluations. All test data is fully isolated from production.
+          </p>
+          <Button
+            className="mt-6"
+            onClick={() => createMutation.mutate()}
+            disabled={createMutation.isPending}
+          >
+            {createMutation.isPending ? (
+              <>
+                <Loader2 className="mr-2 h-4 w-4 animate-spin" />
+                Creating test environment...
+              </>
+            ) : (
+              <>
+                <Plus className="mr-2 h-4 w-4" />
+                Create Test Competition
+              </>
+            )}
+          </Button>
+          {createMutation.isError && (
+            <p className="mt-3 text-sm text-destructive">
+              {createMutation.error.message}
+            </p>
+          )}
+        </div>
+      </div>
+    )
+  }
+
+  // Test environment is active
+  const { competition, rounds, users, emailRedirect } = status
+
+  // Group users by role for impersonation cards
+  const roleGroups = users.reduce(
+    (acc, u) => {
+      const role = u.role as string
+      if (!acc[role]) acc[role] = []
+      acc[role].push(u)
+      return acc
+    },
+    {} as Record<string, typeof users>
+  )
+
+  async function handleImpersonate(userId: string, role: UserRole) {
+    await update({ impersonateUserId: userId })
+    router.push((ROLE_LANDING[role] || '/admin') as any)
+    router.refresh()
+  }
+
+  function handleTearDown() {
+    if (confirmText !== 'DELETE TEST') return
+    tearDownMutation.mutate(undefined, {
+      onSuccess: () => {
+        setTearDownOpen(false)
+        setConfirmText('')
+      },
+    })
+  }
+
+  return (
+    <div className="space-y-6">
+      {/* Status header */}
+      <div className="flex items-center justify-between">
+        <div className="flex items-center gap-3">
+          <Badge variant="outline" className="bg-green-50 text-green-700 border-green-200">
+            <CheckCircle2 className="mr-1 h-3 w-3" />
+            Test Active
+          </Badge>
+          <span className="text-sm text-muted-foreground">
+            {competition.name}
+          </span>
+        </div>
+        <Button variant="outline" size="sm" asChild>
+          <a href={`/admin/competitions/${competition.id}`} target="_blank" rel="noopener">
+            View Competition
+            <ExternalLink className="ml-1.5 h-3 w-3" />
+          </a>
+        </Button>
+      </div>
+
+      {/* Quick stats */}
+      <div className="grid grid-cols-3 gap-4 text-center">
+        <div className="rounded-lg border p-3">
+          <p className="text-2xl font-bold">{rounds.length}</p>
+          <p className="text-xs text-muted-foreground">Rounds</p>
+        </div>
+        <div className="rounded-lg border p-3">
+          <p className="text-2xl font-bold">{users.length}</p>
+          <p className="text-xs text-muted-foreground">Test Users</p>
+        </div>
+        <div className="rounded-lg border p-3">
+          <p className="text-2xl font-bold truncate text-sm font-mono">
+            {emailRedirect || '—'}
+          </p>
+          <p className="text-xs text-muted-foreground">Email Redirect</p>
+        </div>
+      </div>
+
+      {/* Impersonation section */}
+      <div>
+        <div className="flex items-center gap-2 mb-3">
+          <UserCog className="h-4 w-4 text-muted-foreground" />
+          <h4 className="text-sm font-semibold">Impersonate Test User</h4>
+        </div>
+        <div className="grid grid-cols-1 sm:grid-cols-2 gap-3">
+          {Object.entries(roleGroups).map(([role, roleUsers]) => (
+            <Card key={role} className="overflow-hidden">
+              <CardHeader className="py-2 px-3">
+                <div className="flex items-center justify-between">
+                  <Badge variant="secondary" className={ROLE_COLORS[role] || ''}>
+                    {ROLE_LABELS[role] || role}
+                  </Badge>
+                  <span className="text-xs text-muted-foreground">
+                    {roleUsers.length} user{roleUsers.length !== 1 ? 's' : ''}
+                  </span>
+                </div>
+              </CardHeader>
+              <CardContent className="py-2 px-3 space-y-1.5">
+                {roleUsers.slice(0, 3).map((u) => (
+                  <button
+                    key={u.id}
+                    onClick={() => handleImpersonate(u.id, u.role as UserRole)}
+                    className="flex items-center justify-between w-full rounded-md px-2 py-1.5 text-sm hover:bg-muted transition-colors text-left"
+                  >
+                    <span className="truncate">{u.name || u.email}</span>
+                    <span className="text-xs text-muted-foreground shrink-0 ml-2">
+                      Impersonate
+                    </span>
+                  </button>
+                ))}
+                {roleUsers.length > 3 && (
+                  <p className="text-xs text-muted-foreground px-2">
+                    +{roleUsers.length - 3} more (switch via banner)
+                  </p>
+                )}
+              </CardContent>
+            </Card>
+          ))}
+        </div>
+      </div>
+
+      {/* Tear down */}
+      <div className="border-t pt-4">
+        <AlertDialog open={tearDownOpen} onOpenChange={setTearDownOpen}>
+          <AlertDialogTrigger asChild>
+            <Button variant="destructive" size="sm">
+              <Trash2 className="mr-2 h-4 w-4" />
+              Tear Down Test Environment
+            </Button>
+          </AlertDialogTrigger>
+          <AlertDialogContent>
+            <AlertDialogHeader>
+              <AlertDialogTitle className="flex items-center gap-2">
+                <AlertTriangle className="h-5 w-5 text-destructive" />
+                Destroy Test Environment
+              </AlertDialogTitle>
+              <AlertDialogDescription>
+                This will permanently delete ALL test data: users, projects, competitions,
+                assignments, evaluations, and files. This action cannot be undone.
+              </AlertDialogDescription>
+            </AlertDialogHeader>
+            <div className="space-y-2 py-2">
+              <p className="text-sm font-medium">
+                Type <code className="rounded bg-muted px-1.5 py-0.5 font-mono text-sm">DELETE TEST</code> to confirm:
+              </p>
+              <Input
+                value={confirmText}
+                onChange={(e) => setConfirmText(e.target.value)}
+                placeholder="DELETE TEST"
+                className="font-mono"
+              />
+            </div>
+            <AlertDialogFooter>
+              <AlertDialogCancel onClick={() => setConfirmText('')}>
+                Cancel
+              </AlertDialogCancel>
+              <Button
+                variant="destructive"
+                onClick={handleTearDown}
+                disabled={confirmText !== 'DELETE TEST' || tearDownMutation.isPending}
+              >
+                {tearDownMutation.isPending ? (
+                  <>
+                    <Loader2 className="mr-2 h-4 w-4 animate-spin" />
+                    Tearing down...
+                  </>
+                ) : (
+                  'Destroy Test Environment'
+                )}
+              </Button>
+            </AlertDialogFooter>
+          </AlertDialogContent>
+        </AlertDialog>
+      </div>
+    </div>
+  )
+}

src/components/shared/impersonation-banner.tsx

@@ -0,0 +1,149 @@
+'use client'
+
+import { useSession } from 'next-auth/react'
+import { useRouter } from 'next/navigation'
+import { useState } from 'react'
+import { trpc } from '@/lib/trpc/client'
+import { Button } from '@/components/ui/button'
+import {
+  DropdownMenu,
+  DropdownMenuContent,
+  DropdownMenuItem,
+  DropdownMenuLabel,
+  DropdownMenuSeparator,
+  DropdownMenuTrigger,
+} from '@/components/ui/dropdown-menu'
+import { ChevronDown, LogOut, UserCog } from 'lucide-react'
+import type { UserRole } from '@prisma/client'
+
+const ROLE_LABELS: Record<string, string> = {
+  JURY_MEMBER: 'Jury Member',
+  APPLICANT: 'Applicant',
+  MENTOR: 'Mentor',
+  OBSERVER: 'Observer',
+  AWARD_MASTER: 'Award Master',
+  PROGRAM_ADMIN: 'Program Admin',
+  SUPER_ADMIN: 'Super Admin',
+}
+
+const ROLE_LANDING: Record<string, string> = {
+  JURY_MEMBER: '/jury',
+  APPLICANT: '/applicant',
+  MENTOR: '/mentor',
+  OBSERVER: '/observer',
+  AWARD_MASTER: '/admin',
+  PROGRAM_ADMIN: '/admin',
+  SUPER_ADMIN: '/admin',
+}
+
+export function ImpersonationBanner() {
+  const { data: session, update } = useSession()
+  const router = useRouter()
+  const [switching, setSwitching] = useState(false)
+
+  // Only fetch test users when impersonating (realRole check happens server-side)
+  const { data: testEnv } = trpc.testEnvironment.status.useQuery(undefined, {
+    enabled: !!session?.user?.isImpersonating,
+    staleTime: 60_000,
+  })
+
+  if (!session?.user?.isImpersonating) return null
+
+  const currentRole = session.user.role
+  const currentName = session.user.impersonatedName || session.user.name || 'Unknown'
+
+  // Group available test users by role (exclude currently impersonated user)
+  const availableUsers = testEnv?.active
+    ? testEnv.users.filter((u) => u.id !== session.user.id)
+    : []
+
+  const roleGroups = availableUsers.reduce(
+    (acc, u) => {
+      const role = u.role as string
+      if (!acc[role]) acc[role] = []
+      acc[role].push(u)
+      return acc
+    },
+    {} as Record<string, typeof availableUsers>
+  )
+
+  async function handleSwitch(userId: string, role: UserRole) {
+    setSwitching(true)
+    await update({ impersonateUserId: userId })
+    router.push((ROLE_LANDING[role] || '/admin') as any)
+    router.refresh()
+    setSwitching(false)
+  }
+
+  async function handleStopImpersonation() {
+    setSwitching(true)
+    await update({ stopImpersonation: true })
+    router.push('/admin/settings' as any)
+    router.refresh()
+    setSwitching(false)
+  }
+
+  return (
+    <div className="fixed top-0 left-0 right-0 z-50 bg-amber-500 text-amber-950 shadow-md">
+      <div className="mx-auto flex items-center justify-between px-4 py-1.5 text-sm font-medium">
+        <div className="flex items-center gap-2">
+          <UserCog className="h-4 w-4" />
+          <span>
+            Viewing as <strong>{currentName}</strong>{' '}
+            <span className="rounded bg-amber-600/30 px-1.5 py-0.5 text-xs font-semibold">
+              {ROLE_LABELS[currentRole] || currentRole}
+            </span>
+          </span>
+        </div>
+
+        <div className="flex items-center gap-2">
+          {/* Quick-switch dropdown */}
+          <DropdownMenu>
+            <DropdownMenuTrigger asChild>
+              <Button
+                variant="ghost"
+                size="sm"
+                className="h-7 gap-1 bg-amber-600/20 text-amber-950 hover:bg-amber-600/40"
+                disabled={switching}
+              >
+                Switch Role
+                <ChevronDown className="h-3 w-3" />
+              </Button>
+            </DropdownMenuTrigger>
+            <DropdownMenuContent align="end" className="w-56">
+              {Object.entries(roleGroups).map(([role, users]) => (
+                <div key={role}>
+                  <DropdownMenuLabel className="text-xs text-muted-foreground">
+                    {ROLE_LABELS[role] || role}
+                  </DropdownMenuLabel>
+                  {users.map((u) => (
+                    <DropdownMenuItem
+                      key={u.id}
+                      onClick={() => handleSwitch(u.id, u.role as UserRole)}
+                      disabled={switching}
+                    >
+                      <span className="truncate">{u.name || u.email}</span>
+                    </DropdownMenuItem>
+                  ))}
+                  <DropdownMenuSeparator />
+                </div>
+              ))}
+            </DropdownMenuContent>
+          </DropdownMenu>
+
+          {/* Return to admin */}
+          <Button
+            variant="ghost"
+            size="sm"
+            className="h-7 gap-1 bg-amber-600/20 text-amber-950 hover:bg-amber-600/40"
+            onClick={handleStopImpersonation}
+            disabled={switching}
+          >
+            <LogOut className="h-3 w-3" />
+            Return to Admin
+          </Button>
+        </div>
+      </div>
+    </div>
+  )
+}

src/lib/auth.config.ts

@@ -10,6 +10,11 @@ declare module 'next-auth' {
       name?: string | null
       role: UserRole
       mustSetPassword?: boolean
+      // Impersonation fields
+      isImpersonating?: boolean
+      realUserId?: string
+      realRole?: UserRole
+      impersonatedName?: string | null
     }
   }
 
@@ -24,6 +29,12 @@ declare module '@auth/core/jwt' {
     id: string
     role: UserRole
     mustSetPassword?: boolean
+    // Impersonation fields
+    impersonatedUserId?: string
+    impersonatedRole?: UserRole
+    impersonatedName?: string | null
+    realUserId?: string
+    realRole?: UserRole
   }
 }
 

src/lib/auth.ts

@@ -190,7 +190,7 @@ export const { handlers, auth, signIn, signOut } = NextAuth({
   ],
   callbacks: {
     ...authConfig.callbacks,
-    async jwt({ token, user, trigger }) {
+    async jwt({ token, user, trigger, session: sessionUpdate }) {
       // Initial sign in
       if (user) {
         token.id = user.id as string
@@ -198,15 +198,48 @@ export const { handlers, auth, signIn, signOut } = NextAuth({
         token.mustSetPassword = user.mustSetPassword
       }
 
-      // On session update, refresh from database
+      // On session update
       if (trigger === 'update') {
-        const dbUser = await prisma.user.findUnique({
-          where: { id: token.id as string },
-          select: { role: true, mustSetPassword: true },
-        })
-        if (dbUser) {
-          token.role = dbUser.role
-          token.mustSetPassword = dbUser.mustSetPassword
+        // Handle impersonation request
+        if (sessionUpdate?.impersonateUserId) {
+          const testUser = await prisma.user.findUnique({
+            where: { id: sessionUpdate.impersonateUserId },
+            select: { id: true, name: true, email: true, role: true, isTest: true },
+          })
+          // Only allow impersonating test users with @test.local emails
+          if (testUser?.isTest && testUser.email.endsWith('@test.local')) {
+            // Preserve original identity (only set once in case of quick-switch)
+            if (!token.realUserId) {
+              token.realUserId = token.id as string
+              token.realRole = token.role as UserRole
+            }
+            token.id = testUser.id
+            token.role = testUser.role
+            token.impersonatedUserId = testUser.id
+            token.impersonatedRole = testUser.role
+            token.impersonatedName = testUser.name
+          }
+        }
+        // Handle stop impersonation
+        else if (sessionUpdate?.stopImpersonation && token.realUserId) {
+          token.id = token.realUserId
+          token.role = token.realRole!
+          delete token.impersonatedUserId
+          delete token.impersonatedRole
+          delete token.impersonatedName
+          delete token.realUserId
+          delete token.realRole
+        }
+        // Normal session refresh (only when not impersonating)
+        else if (!token.impersonatedUserId) {
+          const dbUser = await prisma.user.findUnique({
+            where: { id: token.id as string },
+            select: { role: true, mustSetPassword: true },
+          })
+          if (dbUser) {
+            token.role = dbUser.role
+            token.mustSetPassword = dbUser.mustSetPassword
+          }
         }
       }
 
@@ -217,6 +250,15 @@ export const { handlers, auth, signIn, signOut } = NextAuth({
         session.user.id = token.id as string
         session.user.role = token.role as UserRole
         session.user.mustSetPassword = token.mustSetPassword as boolean | undefined
+        // Impersonation state
+        session.user.isImpersonating = !!token.impersonatedUserId
+        if (token.realUserId) {
+          session.user.realUserId = token.realUserId as string
+          session.user.realRole = token.realRole as UserRole
+        }
+        if (token.impersonatedName !== undefined) {
+          session.user.impersonatedName = token.impersonatedName as string | null
+        }
       }
       return session
     },

src/lib/email.ts

@@ -7,6 +7,32 @@ let cachedTransporter: Transporter | null = null
 let cachedConfigHash = ''
 let cachedFrom = ''
 
+/**
+ * Resolve test email recipients: @test.local emails are redirected
+ * to the admin's email (from test_email_redirect setting) and
+ * the subject is prefixed with [TEST]. Real emails are never affected.
+ */
+async function resolveTestEmailRecipient(
+  to: string,
+  subject: string
+): Promise<{ to: string; subject: string }> {
+  if (!to.endsWith('@test.local')) {
+    return { to, subject }
+  }
+  const redirect = await prisma.systemSettings.findUnique({
+    where: { key: 'test_email_redirect' },
+    select: { value: true },
+  })
+  if (redirect?.value) {
+    return {
+      to: redirect.value,
+      subject: `[TEST] ${subject}`,
+    }
+  }
+  // No redirect configured — suppress the email entirely
+  return { to: '', subject }
+}
+
 /**
  * Get SMTP transporter using database settings with env var fallback.
  * Caches the transporter and rebuilds it when settings change.
@@ -47,12 +73,31 @@ async function getTransporter(): Promise<{ transporter: Transporter; from: strin
   }
 
   // Create new transporter
-  cachedTransporter = nodemailer.createTransport({
+  const rawTransporter = nodemailer.createTransport({
     host,
     port: parseInt(port),
     secure: port === '465',
     auth: { user, pass },
   })
+
+  // Wrap sendMail to auto-redirect @test.local emails
+  const originalSendMail = rawTransporter.sendMail.bind(rawTransporter)
+  rawTransporter.sendMail = async function (mailOptions: any) {
+    if (mailOptions.to && typeof mailOptions.to === 'string') {
+      const resolved = await resolveTestEmailRecipient(
+        mailOptions.to,
+        mailOptions.subject || ''
+      )
+      if (!resolved.to) {
+        // Suppress email entirely (no redirect configured for test)
+        return { messageId: 'suppressed-test-email' }
+      }
+      mailOptions = { ...mailOptions, to: resolved.to, subject: resolved.subject }
+    }
+    return originalSendMail(mailOptions)
+  } as any
+
+  cachedTransporter = rawTransporter
   cachedConfigHash = configHash
   cachedFrom = from
 

src/lib/openai.ts

@@ -1,10 +1,36 @@
 import OpenAI from 'openai'
 import type { ChatCompletionCreateParamsNonStreaming } from 'openai/resources/chat/completions'
+import Anthropic from '@anthropic-ai/sdk'
 import { prisma } from './prisma'
 
+// Hardcoded Claude model list (Anthropic API doesn't expose a models.list endpoint for all users)
+export const ANTHROPIC_CLAUDE_MODELS = [
+  'claude-opus-4-5-20250514',
+  'claude-sonnet-4-5-20250514',
+  'claude-haiku-3-5-20241022',
+  'claude-opus-4-20250514',
+  'claude-sonnet-4-20250514',
+] as const
+
+/**
+ * AI client type returned by getOpenAI().
+ * Both the OpenAI SDK and the Anthropic adapter satisfy this interface.
+ * All AI services only use .chat.completions.create(), so this is safe.
+ */
+export type AIClient = OpenAI | AnthropicClientAdapter
+
+type AnthropicClientAdapter = {
+  __isAnthropicAdapter: true
+  chat: {
+    completions: {
+      create(params: ChatCompletionCreateParamsNonStreaming): Promise<OpenAI.Chat.Completions.ChatCompletion>
+    }
+  }
+}
+
 // OpenAI client singleton with lazy initialization
 const globalForOpenAI = globalThis as unknown as {
-  openai: OpenAI | undefined
+  openai: AIClient | undefined
   openaiInitialized: boolean
 }
 
@@ -12,15 +38,17 @@ const globalForOpenAI = globalThis as unknown as {
 
 /**
  * Get the configured AI provider from SystemSettings.
- * Returns 'openai' (default) or 'litellm' (ChatGPT subscription proxy).
+ * Returns 'openai' (default), 'litellm' (ChatGPT subscription proxy), or 'anthropic' (Claude API).
  */
-export async function getConfiguredProvider(): Promise<'openai' | 'litellm'> {
+export async function getConfiguredProvider(): Promise<'openai' | 'litellm' | 'anthropic'> {
   try {
     const setting = await prisma.systemSettings.findUnique({
       where: { key: 'ai_provider' },
     })
     const value = setting?.value || 'openai'
-    return value === 'litellm' ? 'litellm' : 'openai'
+    if (value === 'litellm') return 'litellm'
+    if (value === 'anthropic') return 'anthropic'
+    return 'openai'
   } catch {
     return 'openai'
   }
@@ -219,6 +247,20 @@ async function getOpenAIApiKey(): Promise<string | null> {
   }
 }
 
+/**
+ * Get Anthropic API key from SystemSettings
+ */
+async function getAnthropicApiKey(): Promise<string | null> {
+  try {
+    const setting = await prisma.systemSettings.findUnique({
+      where: { key: 'anthropic_api_key' },
+    })
+    return setting?.value || process.env.ANTHROPIC_API_KEY || null
+  } catch {
+    return process.env.ANTHROPIC_API_KEY || null
+  }
+}
+
 /**
  * Get custom base URL for OpenAI-compatible providers.
  * Supports OpenRouter, Together AI, Groq, local models, etc.
@@ -265,15 +307,165 @@ async function createOpenAIClient(): Promise<OpenAI | null> {
 }
 
 /**
- * Get the OpenAI client singleton
- * Returns null if API key is not configured
+ * Check if a model is a Claude Opus model (supports extended thinking).
  */
-export async function getOpenAI(): Promise<OpenAI | null> {
+function isClaudeOpusModel(model: string): boolean {
+  return model.toLowerCase().includes('opus')
+}
+
+/**
+ * Create an Anthropic adapter that wraps the Anthropic SDK behind the
+ * same `.chat.completions.create()` surface as OpenAI. This allows all
+ * AI service files to work with zero changes.
+ */
+async function createAnthropicAdapter(): Promise<AnthropicClientAdapter | null> {
+  const apiKey = await getAnthropicApiKey()
+  if (!apiKey) {
+    console.warn('Anthropic API key not configured')
+    return null
+  }
+
+  const baseURL = await getBaseURL()
+  const anthropic = new Anthropic({
+    apiKey,
+    ...(baseURL ? { baseURL } : {}),
+  })
+
+  if (baseURL) {
+    console.log(`[Anthropic] Using custom base URL: ${baseURL}`)
+  }
+
+  return {
+    __isAnthropicAdapter: true,
+    chat: {
+      completions: {
+        async create(params: ChatCompletionCreateParamsNonStreaming): Promise<OpenAI.Chat.Completions.ChatCompletion> {
+          // Extract system messages → Anthropic's system parameter
+          const systemMessages: string[] = []
+          const userAssistantMessages: Anthropic.MessageParam[] = []
+
+          for (const msg of params.messages) {
+            const content = typeof msg.content === 'string' ? msg.content : ''
+            if (msg.role === 'system' || msg.role === 'developer') {
+              systemMessages.push(content)
+            } else {
+              userAssistantMessages.push({
+                role: msg.role === 'assistant' ? 'assistant' : 'user',
+                content,
+              })
+            }
+          }
+
+          // Ensure messages start with a user message (Anthropic requirement)
+          if (userAssistantMessages.length === 0 || userAssistantMessages[0].role !== 'user') {
+            userAssistantMessages.unshift({ role: 'user', content: 'Hello' })
+          }
+
+          // Determine max_tokens (required by Anthropic, default 16384)
+          const maxTokens = params.max_tokens ?? params.max_completion_tokens ?? 16384
+
+          // Build Anthropic request
+          const anthropicParams: Anthropic.MessageCreateParamsNonStreaming = {
+            model: params.model,
+            max_tokens: maxTokens,
+            messages: userAssistantMessages,
+            ...(systemMessages.length > 0 ? { system: systemMessages.join('\n\n') } : {}),
+          }
+
+          // Add temperature if present (Anthropic supports 0-1)
+          if (params.temperature !== undefined && params.temperature !== null) {
+            anthropicParams.temperature = params.temperature
+          }
+
+          // Extended thinking for Opus models
+          if (isClaudeOpusModel(params.model)) {
+            anthropicParams.thinking = { type: 'enabled', budget_tokens: Math.min(8192, maxTokens - 1) }
+          }
+
+          // Call Anthropic API
+          let response = await anthropic.messages.create(anthropicParams)
+
+          // Extract text from response (skip thinking blocks)
+          let responseText = response.content
+            .filter((block): block is Anthropic.TextBlock => block.type === 'text')
+            .map((block) => block.text)
+            .join('')
+
+          // JSON retry: if response_format was set but response isn't valid JSON
+          const wantsJson = params.response_format && 'type' in params.response_format && params.response_format.type === 'json_object'
+          if (wantsJson && responseText) {
+            try {
+              JSON.parse(responseText)
+            } catch {
+              // Retry once with explicit JSON instruction
+              const retryMessages = [...userAssistantMessages]
+              const lastIdx = retryMessages.length - 1
+              if (lastIdx >= 0 && retryMessages[lastIdx].role === 'user') {
+                retryMessages[lastIdx] = {
+                  ...retryMessages[lastIdx],
+                  content: retryMessages[lastIdx].content + '\n\nIMPORTANT: You MUST respond with valid JSON only. No markdown, no extra text, just a JSON object or array.',
+                }
+              }
+
+              const retryParams: Anthropic.MessageCreateParamsNonStreaming = {
+                ...anthropicParams,
+                messages: retryMessages,
+              }
+
+              response = await anthropic.messages.create(retryParams)
+              responseText = response.content
+                .filter((block): block is Anthropic.TextBlock => block.type === 'text')
+                .map((block) => block.text)
+                .join('')
+            }
+          }
+
+          // Normalize response to OpenAI shape
+          return {
+            id: response.id,
+            object: 'chat.completion' as const,
+            created: Math.floor(Date.now() / 1000),
+            model: response.model,
+            choices: [
+              {
+                index: 0,
+                message: {
+                  role: 'assistant' as const,
+                  content: responseText || null,
+                  refusal: null,
+                },
+                finish_reason: response.stop_reason === 'end_turn' || response.stop_reason === 'stop_sequence' ? 'stop' : response.stop_reason === 'max_tokens' ? 'length' : 'stop',
+                logprobs: null,
+              },
+            ],
+            usage: {
+              prompt_tokens: response.usage.input_tokens,
+              completion_tokens: response.usage.output_tokens,
+              total_tokens: response.usage.input_tokens + response.usage.output_tokens,
+              prompt_tokens_details: undefined as any,
+              completion_tokens_details: undefined as any,
+            },
+          }
+        },
+      },
+    },
+  }
+}
+
+/**
+ * Get the AI client singleton.
+ * Returns an OpenAI client or an Anthropic adapter (both expose .chat.completions.create()).
+ * Returns null if the API key is not configured.
+ */
+export async function getOpenAI(): Promise<AIClient | null> {
   if (globalForOpenAI.openaiInitialized) {
     return globalForOpenAI.openai || null
   }
 
-  const client = await createOpenAIClient()
+  const provider = await getConfiguredProvider()
+  const client = provider === 'anthropic'
+    ? await createAnthropicAdapter()
+    : await createOpenAIClient()
 
   if (process.env.NODE_ENV !== 'production') {
     globalForOpenAI.openai = client || undefined
@@ -298,10 +490,13 @@ export function resetOpenAIClient(): void {
 export async function isOpenAIConfigured(): Promise<boolean> {
   const provider = await getConfiguredProvider()
   if (provider === 'litellm') {
-    // LiteLLM just needs a base URL configured
     const baseURL = await getBaseURL()
     return !!baseURL
   }
+  if (provider === 'anthropic') {
+    const apiKey = await getAnthropicApiKey()
+    return !!apiKey
+  }
   const apiKey = await getOpenAIApiKey()
   return !!apiKey
 }
@@ -327,6 +522,18 @@ export async function listAvailableModels(): Promise<{
       }
     }
 
+    // Anthropic: return hardcoded Claude model list
+    if (provider === 'anthropic') {
+      const apiKey = await getAnthropicApiKey()
+      if (!apiKey) {
+        return { success: false, error: 'Anthropic API key not configured' }
+      }
+      return {
+        success: true,
+        models: [...ANTHROPIC_CLAUDE_MODELS],
+      }
+    }
+
     const client = await getOpenAI()
 
     if (!client) {
@@ -336,7 +543,7 @@ export async function listAvailableModels(): Promise<{
       }
     }
 
-    const response = await client.models.list()
+    const response = await (client as OpenAI).models.list()
     const chatModels = response.data
       .filter((m) => m.id.includes('gpt') || m.id.includes('o1') || m.id.includes('o3') || m.id.includes('o4'))
       .map((m) => m.id)
@@ -367,14 +574,16 @@ export async function validateModel(modelId: string): Promise<{
     if (!client) {
       return {
         valid: false,
-        error: 'OpenAI API key not configured',
+        error: 'AI API key not configured',
       }
     }
 
-    // Try a minimal completion with the model using correct parameters
+    const provider = await getConfiguredProvider()
+
+    // For Anthropic, use minimal max_tokens
     const params = buildCompletionParams(modelId, {
       messages: [{ role: 'user', content: 'test' }],
-      maxTokens: 1,
+      maxTokens: provider === 'anthropic' ? 16 : 1,
     })
 
     await client.chat.completions.create(params)
@@ -407,11 +616,13 @@ export async function testOpenAIConnection(): Promise<{
 }> {
   try {
     const client = await getOpenAI()
+    const provider = await getConfiguredProvider()
 
     if (!client) {
+      const label = provider === 'anthropic' ? 'Anthropic' : 'OpenAI'
       return {
         success: false,
-        error: 'OpenAI API key not configured',
+        error: `${label} API key not configured`,
       }
     }
 
@@ -421,7 +632,7 @@ export async function testOpenAIConnection(): Promise<{
     // Test with the configured model using correct parameters
     const params = buildCompletionParams(configuredModel, {
       messages: [{ role: 'user', content: 'Hello' }],
-      maxTokens: 5,
+      maxTokens: provider === 'anthropic' ? 16 : 5,
     })
 
     const response = await client.chat.completions.create(params)
@@ -436,7 +647,7 @@ export async function testOpenAIConnection(): Promise<{
     const configuredModel = await getConfiguredModel()
 
     // Check for model-specific errors
-    if (message.includes('does not exist') || message.includes('model_not_found')) {
+    if (message.includes('does not exist') || message.includes('model_not_found') || message.includes('not_found_error')) {
       return {
         success: false,
         error: `Model "${configuredModel}" is not available. Check Settings → AI to select a valid model.`,

src/server/routers/_app.ts

@@ -51,6 +51,7 @@ import { roundEngineRouter } from './roundEngine'
 import { roundAssignmentRouter } from './roundAssignment'
 import { deliberationRouter } from './deliberation'
 import { resultLockRouter } from './resultLock'
+import { testEnvironmentRouter } from './testEnvironment'
 
 /**
  * Root tRPC router that combines all domain routers
@@ -108,6 +109,8 @@ export const appRouter = router({
   roundAssignment: roundAssignmentRouter,
   deliberation: deliberationRouter,
   resultLock: resultLockRouter,
+  // Test environment
+  testEnvironment: testEnvironmentRouter,
 })
 
 export type AppRouter = typeof appRouter

src/server/routers/analytics.ts

@@ -2,6 +2,7 @@ import { z } from 'zod'
 import { router, observerProcedure } from '../trpc'
 import { normalizeCountryToCode } from '@/lib/countries'
 import { getUserAvatarUrl } from '../utils/avatar-url'
+import { aggregateVotes } from '../services/deliberation'
 
 const editionOrRoundInput = z.object({
   roundId: z.string().optional(),
@@ -11,8 +12,8 @@ const editionOrRoundInput = z.object({
 })
 
 function projectWhere(input: { roundId?: string; programId?: string }) {
-  if (input.roundId) return { projectRoundStates: { some: { roundId: input.roundId } } }
-  return { programId: input.programId! }
+  if (input.roundId) return { isTest: false, projectRoundStates: { some: { roundId: input.roundId } } }
+  return { isTest: false, programId: input.programId! }
 }
 
 function assignmentWhere(input: { roundId?: string; programId?: string }) {
@@ -125,7 +126,7 @@ export const analyticsRouter = router({
           user: { select: { name: true } },
           project: { select: { id: true, title: true } },
           evaluation: {
-            select: { id: true, status: true },
+            select: { id: true, status: true, globalScore: true },
           },
         },
       })
@@ -133,7 +134,7 @@ export const analyticsRouter = router({
       // Group by user
       const byUser: Record<
         string,
-        { name: string; assigned: number; completed: number; projects: { id: string; title: string; evalStatus: string }[] }
+        { name: string; assigned: number; completed: number; projects: { id: string; title: string; evalStatus: string; score: number | null }[] }
       > = {}
 
       assignments.forEach((assignment) => {
@@ -155,6 +156,9 @@ export const analyticsRouter = router({
           id: assignment.project.id,
           title: assignment.project.title,
           evalStatus: evalStatus === 'SUBMITTED' ? 'REVIEWED' : evalStatus === 'DRAFT' ? 'UNDER_REVIEW' : 'NOT_REVIEWED',
+          score: evalStatus === 'SUBMITTED' && assignment.evaluation?.globalScore != null
+            ? Number(assignment.evaluation.globalScore)
+            : null,
         })
       })
 
@@ -250,10 +254,62 @@ export const analyticsRouter = router({
     .input(editionOrRoundInput)
     .query(async ({ ctx, input }) => {
       if (input.roundId) {
-        // Round-level: use ProjectRoundState for accurate per-round breakdown
+        // Check if this is an evaluation round — show eval-level status breakdown
+        const round = await ctx.prisma.round.findUnique({
+          where: { id: input.roundId },
+          select: { roundType: true },
+        })
+
+        if (round?.roundType === 'EVALUATION') {
+          // For evaluation rounds, break down by evaluation status per project
+          const projects = await ctx.prisma.projectRoundState.findMany({
+            where: { roundId: input.roundId, project: { isTest: false } },
+            select: {
+              projectId: true,
+              project: {
+                select: {
+                  assignments: {
+                    where: { roundId: input.roundId },
+                    select: {
+                      evaluation: { select: { status: true } },
+                    },
+                  },
+                },
+              },
+            },
+          })
+
+          let fullyReviewed = 0
+          let partiallyReviewed = 0
+          let notReviewed = 0
+
+          for (const p of projects) {
+            const assignments = p.project.assignments
+            if (assignments.length === 0) {
+              notReviewed++
+              continue
+            }
+            const submitted = assignments.filter((a) => a.evaluation?.status === 'SUBMITTED').length
+            if (submitted === 0) {
+              notReviewed++
+            } else if (submitted === assignments.length) {
+              fullyReviewed++
+            } else {
+              partiallyReviewed++
+            }
+          }
+
+          const result = []
+          if (fullyReviewed > 0) result.push({ status: 'FULLY_REVIEWED', count: fullyReviewed })
+          if (partiallyReviewed > 0) result.push({ status: 'PARTIALLY_REVIEWED', count: partiallyReviewed })
+          if (notReviewed > 0) result.push({ status: 'NOT_REVIEWED', count: notReviewed })
+          return result
+        }
+
+        // Non-evaluation rounds: use ProjectRoundState
         const states = await ctx.prisma.projectRoundState.groupBy({
           by: ['state'],
-          where: { roundId: input.roundId },
+          where: { roundId: input.roundId, project: { isTest: false } },
           _count: true,
         })
         return states.map((s) => ({
@@ -413,8 +469,8 @@ export const analyticsRouter = router({
     )
     .query(async ({ ctx, input }) => {
       const where = input.roundId
-        ? { assignments: { some: { roundId: input.roundId } } }
-        : { programId: input.programId }
+        ? { isTest: false, assignments: { some: { roundId: input.roundId } } }
+        : { isTest: false, programId: input.programId }
 
       const distribution = await ctx.prisma.project.groupBy({
         by: ['country'],
@@ -481,7 +537,7 @@ export const analyticsRouter = router({
 
       // Count distinct projects per round via assignments
       const projectAssignments = await ctx.prisma.assignment.findMany({
-        where: { roundId: { in: roundIds } },
+        where: { roundId: { in: roundIds }, project: { isTest: false } },
         select: { roundId: true, projectId: true },
         distinct: ['roundId', 'projectId'],
       })
@@ -658,29 +714,30 @@ export const analyticsRouter = router({
       const roundId = input?.roundId
 
       const projectFilter = roundId
-        ? { projectRoundStates: { some: { roundId } } }
-        : {}
-      const assignmentFilter = roundId ? { roundId } : {}
+        ? { isTest: false, projectRoundStates: { some: { roundId } } }
+        : { isTest: false }
+      const assignmentFilter = roundId
+        ? { roundId }
+        : { round: { competition: { isTest: false } } }
       const evalFilter = roundId
         ? { assignment: { roundId }, status: 'SUBMITTED' as const }
-        : { status: 'SUBMITTED' as const }
+        : { assignment: { round: { competition: { isTest: false } } }, status: 'SUBMITTED' as const }
 
       const [
         programCount,
-        activeRoundCount,
+        activeRounds,
         projectCount,
         jurorCount,
         submittedEvaluations,
         totalAssignments,
         evaluationScores,
       ] = await Promise.all([
-        ctx.prisma.program.count(),
-        roundId
-          ? ctx.prisma.round.findUnique({ where: { id: roundId }, select: { competitionId: true } })
-              .then((r) => r?.competitionId
-                ? ctx.prisma.round.count({ where: { competitionId: r.competitionId, status: 'ROUND_ACTIVE' } })
-                : ctx.prisma.round.count({ where: { status: 'ROUND_ACTIVE' } }))
-          : ctx.prisma.round.count({ where: { status: 'ROUND_ACTIVE' } }),
+        ctx.prisma.program.count({ where: { isTest: false } }),
+        ctx.prisma.round.findMany({
+          where: { status: 'ROUND_ACTIVE', competition: { isTest: false } },
+          select: { id: true, name: true },
+          take: 5,
+        }),
         ctx.prisma.project.count({ where: projectFilter }),
         roundId
           ? ctx.prisma.assignment.findMany({
@@ -688,7 +745,7 @@ export const analyticsRouter = router({
               select: { userId: true },
               distinct: ['userId'],
             }).then((rows) => rows.length)
-          : ctx.prisma.user.count({ where: { role: 'JURY_MEMBER', status: 'ACTIVE' } }),
+          : ctx.prisma.user.count({ where: { isTest: false, role: 'JURY_MEMBER', status: 'ACTIVE' } }),
         ctx.prisma.evaluation.count({ where: evalFilter }),
         ctx.prisma.assignment.count({ where: assignmentFilter }),
         ctx.prisma.evaluation.findMany({
@@ -715,7 +772,8 @@ export const analyticsRouter = router({
 
       return {
         programCount,
-        activeRoundCount,
+        activeRoundCount: activeRounds.length,
+        activeRoundName: activeRounds.length === 1 ? activeRounds[0].name : null,
         projectCount,
         jurorCount,
         submittedEvaluations,
@@ -932,7 +990,7 @@ export const analyticsRouter = router({
       })
     )
     .query(async ({ ctx, input }) => {
-      const where: Record<string, unknown> = {}
+      const where: Record<string, unknown> = { isTest: false }
 
       if (input.roundId) {
         where.projectRoundStates = { some: { roundId: input.roundId } }
@@ -1095,15 +1153,15 @@ export const analyticsRouter = router({
       switch (roundType) {
         case 'INTAKE': {
           const [total, byState, byCategory] = await Promise.all([
-            ctx.prisma.projectRoundState.count({ where: { roundId: input.roundId } }),
+            ctx.prisma.projectRoundState.count({ where: { roundId: input.roundId, project: { isTest: false } } }),
             ctx.prisma.projectRoundState.groupBy({
               by: ['state'],
-              where: { roundId: input.roundId },
+              where: { roundId: input.roundId, project: { isTest: false } },
               _count: true,
             }),
             ctx.prisma.project.groupBy({
               by: ['competitionCategory'],
-              where: { projectRoundStates: { some: { roundId: input.roundId } } },
+              where: { isTest: false, projectRoundStates: { some: { roundId: input.roundId } } },
               _count: true,
             }),
           ])
@@ -1339,7 +1397,7 @@ export const analyticsRouter = router({
       // Get competition rounds for file grouping
       let competitionRounds: { id: string; name: string; roundType: string }[] = []
       const competition = await ctx.prisma.competition.findFirst({
-        where: { programId: projectRaw.programId },
+        where: { programId: projectRaw.programId, isTest: false },
         include: { rounds: { select: { id: true, name: true, roundType: true }, orderBy: { sortOrder: 'asc' } } },
       })
       if (competition) {
@@ -1422,9 +1480,23 @@ export const analyticsRouter = router({
     .query(async ({ ctx, input }) => {
       const limit = input?.limit ?? 10
 
+      // Exclude actions performed by test users
+      const testUserIds = await ctx.prisma.user.findMany({
+        where: { isTest: true },
+        select: { id: true },
+      }).then((users) => users.map((u) => u.id))
+
       const entries = await ctx.prisma.decisionAuditLog.findMany({
         orderBy: { createdAt: 'desc' },
         take: limit,
+        ...(testUserIds.length > 0 && {
+          where: {
+            OR: [
+              { actorId: null },
+              { actorId: { notIn: testUserIds } },
+            ],
+          },
+        }),
         select: {
           id: true,
           eventType: true,
@@ -1440,7 +1512,7 @@ export const analyticsRouter = router({
       const actorIds = [...new Set(entries.map((e) => e.actorId).filter(Boolean))] as string[]
       const actors = actorIds.length > 0
         ? await ctx.prisma.user.findMany({
-            where: { id: { in: actorIds } },
+            where: { id: { in: actorIds }, isTest: false },
             select: { id: true, name: true },
           })
         : []
@@ -1456,4 +1528,236 @@ export const analyticsRouter = router({
         createdAt: entry.createdAt,
       }))
     }),
+
+  // =========================================================================
+  // Round-Type-Specific Observer Reports
+  // =========================================================================
+
+  /**
+   * Get filtering result stats for a round (observer proxy of filtering.getResultStats)
+   */
+  getFilteringResultStats: observerProcedure
+    .input(z.object({ roundId: z.string() }))
+    .query(async ({ ctx, input }) => {
+      const [passed, filteredOut, flagged, overridden] = await Promise.all([
+        ctx.prisma.filteringResult.count({
+          where: {
+            roundId: input.roundId,
+            OR: [
+              { finalOutcome: 'PASSED' },
+              { finalOutcome: null, outcome: 'PASSED' },
+            ],
+          },
+        }),
+        ctx.prisma.filteringResult.count({
+          where: {
+            roundId: input.roundId,
+            OR: [
+              { finalOutcome: 'FILTERED_OUT' },
+              { finalOutcome: null, outcome: 'FILTERED_OUT' },
+            ],
+          },
+        }),
+        ctx.prisma.filteringResult.count({
+          where: {
+            roundId: input.roundId,
+            OR: [
+              { finalOutcome: 'FLAGGED' },
+              { finalOutcome: null, outcome: 'FLAGGED' },
+            ],
+          },
+        }),
+        ctx.prisma.filteringResult.count({
+          where: { roundId: input.roundId, overriddenBy: { not: null } },
+        }),
+      ])
+
+      const round = await ctx.prisma.round.findUnique({
+        where: { id: input.roundId },
+        select: { competitionId: true },
+      })
+
+      let routedToAwards = 0
+      if (round?.competitionId) {
+        routedToAwards = await ctx.prisma.awardEligibility.count({
+          where: {
+            award: {
+              competitionId: round.competitionId,
+              eligibilityMode: 'SEPARATE_POOL',
+            },
+            shortlisted: true,
+            confirmedAt: { not: null },
+          },
+        })
+      }
+
+      return { passed, filteredOut, flagged, overridden, routedToAwards, total: passed + filteredOut + flagged }
+    }),
+
+  /**
+   * Get filtering results list for a round (observer proxy of filtering.getResults)
+   */
+  getFilteringResults: observerProcedure
+    .input(z.object({
+      roundId: z.string(),
+      outcome: z.enum(['PASSED', 'FILTERED_OUT', 'FLAGGED']).optional(),
+      page: z.number().int().min(1).default(1),
+      perPage: z.number().int().min(1).max(100).default(20),
+    }))
+    .query(async ({ ctx, input }) => {
+      const { roundId, outcome, page, perPage } = input
+      const skip = (page - 1) * perPage
+
+      const where: Record<string, unknown> = { roundId }
+      if (outcome) {
+        where.OR = [
+          { finalOutcome: outcome },
+          { finalOutcome: null, outcome },
+        ]
+      }
+
+      const [results, total] = await Promise.all([
+        ctx.prisma.filteringResult.findMany({
+          where,
+          skip,
+          take: perPage,
+          orderBy: { createdAt: 'desc' },
+          select: {
+            id: true,
+            outcome: true,
+            finalOutcome: true,
+            aiScreeningJson: true,
+            overrideReason: true,
+            project: {
+              select: {
+                id: true,
+                title: true,
+                teamName: true,
+                competitionCategory: true,
+                country: true,
+                awardEligibilities: {
+                  where: {
+                    shortlisted: true,
+                    confirmedAt: { not: null },
+                    award: { eligibilityMode: 'SEPARATE_POOL' },
+                  },
+                  select: {
+                    award: { select: { name: true } },
+                  },
+                },
+              },
+            },
+          },
+        }),
+        ctx.prisma.filteringResult.count({ where }),
+      ])
+
+      return {
+        results,
+        total,
+        page,
+        perPage,
+        totalPages: Math.ceil(total / perPage),
+      }
+    }),
+
+  /**
+   * Get deliberation sessions for a round
+   */
+  getDeliberationSessions: observerProcedure
+    .input(z.object({ roundId: z.string() }))
+    .query(async ({ ctx, input }) => {
+      const sessions = await ctx.prisma.deliberationSession.findMany({
+        where: { roundId: input.roundId },
+        select: {
+          id: true,
+          category: true,
+          status: true,
+          mode: true,
+          _count: { select: { votes: true, participants: true } },
+        },
+        orderBy: { createdAt: 'desc' },
+      })
+      return sessions
+    }),
+
+  /**
+   * Get aggregated vote results for a deliberation session
+   */
+  getDeliberationAggregate: observerProcedure
+    .input(z.object({ sessionId: z.string() }))
+    .query(async ({ ctx, input }) => {
+      const agg = await aggregateVotes(input.sessionId, ctx.prisma)
+
+      const projectIds = agg.rankings.map((r) => r.projectId)
+      const projects = await ctx.prisma.project.findMany({
+        where: { id: { in: projectIds } },
+        select: { id: true, title: true, teamName: true },
+      })
+      const projectMap = new Map(projects.map((p) => [p.id, p]))
+
+      return {
+        rankings: agg.rankings.map((r) => ({
+          ...r,
+          projectTitle: projectMap.get(r.projectId)?.title ?? 'Unknown',
+          teamName: projectMap.get(r.projectId)?.teamName ?? '',
+        })),
+        hasTies: agg.hasTies,
+        tiedProjectIds: agg.tiedProjectIds,
+      }
+    }),
+
+  /**
+   * Get juror score matrix for a round (capped at 30 most-assigned projects)
+   */
+  getJurorScoreMatrix: observerProcedure
+    .input(z.object({ roundId: z.string() }))
+    .query(async ({ ctx, input }) => {
+      const assignments = await ctx.prisma.assignment.findMany({
+        where: { roundId: input.roundId },
+        include: {
+          user: { select: { id: true, name: true } },
+          project: { select: { id: true, title: true } },
+          evaluation: {
+            select: { globalScore: true, status: true },
+          },
+        },
+      })
+
+      const jurorMap = new Map<string, string>()
+      const projectMap = new Map<string, string>()
+      const cells: { jurorId: string; projectId: string; score: number | null }[] = []
+
+      for (const a of assignments) {
+        jurorMap.set(a.user.id, a.user.name ?? 'Unknown')
+        projectMap.set(a.project.id, a.project.title)
+
+        if (a.evaluation?.status === 'SUBMITTED') {
+          cells.push({
+            jurorId: a.user.id,
+            projectId: a.project.id,
+            score: a.evaluation.globalScore,
+          })
+        }
+      }
+
+      const projectAssignCounts = new Map<string, number>()
+      for (const a of assignments) {
+        projectAssignCounts.set(a.project.id, (projectAssignCounts.get(a.project.id) ?? 0) + 1)
+      }
+      const topProjectIds = [...projectAssignCounts.entries()]
+        .sort(([, a], [, b]) => b - a)
+        .slice(0, 30)
+        .map(([id]) => id)
+
+      const topProjectSet = new Set(topProjectIds)
+
+      return {
+        jurors: [...jurorMap.entries()].map(([id, name]) => ({ id, name })),
+        projects: topProjectIds.map((id) => ({ id, title: projectMap.get(id) ?? 'Unknown' })),
+        cells: cells.filter((c) => topProjectSet.has(c.projectId)),
+        truncated: projectAssignCounts.size > 30,
+        totalProjects: projectAssignCounts.size,
+      }
+    }),
 })

src/server/routers/application.ts

@@ -105,7 +105,7 @@ export const applicationRouter = router({
       if (input.mode === 'edition') {
         // Edition-wide application mode
         const program = await ctx.prisma.program.findFirst({
-          where: { slug: input.slug },
+          where: { slug: input.slug, isTest: false },
         })
 
         if (!program) {
@@ -687,6 +687,7 @@ export const applicationRouter = router({
       const projects = await ctx.prisma.project.findMany({
         where: {
           isDraft: true,
+          isTest: false,
         },
       })
 
@@ -837,6 +838,7 @@ export const applicationRouter = router({
       const projects = await ctx.prisma.project.findMany({
         where: {
           isDraft: true,
+          isTest: false,
         },
       })
 

src/server/routers/assignment.ts

@@ -560,6 +560,7 @@ async function runAIAssignmentJob(jobId: string, roundId: string, userId: string
       where: {
         role: 'JURY_MEMBER',
         status: 'ACTIVE',
+        isTest: false,
         ...(scopedJurorIds ? { id: { in: scopedJurorIds } } : {}),
       },
       select: {
@@ -1255,6 +1256,7 @@ export const assignmentRouter = router({
         where: {
           role: 'JURY_MEMBER',
           status: 'ACTIVE',
+          isTest: false,
           ...(scopedJurorIds ? { id: { in: scopedJurorIds } } : {}),
         },
         select: {

src/server/routers/competition.ts

@@ -142,7 +142,7 @@ export const competitionRouter = router({
     .input(z.object({ programId: z.string() }))
     .query(async ({ ctx, input }) => {
       return ctx.prisma.competition.findMany({
-        where: { programId: input.programId },
+        where: { programId: input.programId, isTest: false },
         orderBy: { createdAt: 'desc' },
         include: {
           _count: {
@@ -254,7 +254,7 @@ export const competitionRouter = router({
     const competitionIds = [...new Set(memberships.map((m) => m.juryGroup.competitionId))]
     if (competitionIds.length === 0) return []
     return ctx.prisma.competition.findMany({
-      where: { id: { in: competitionIds }, status: { not: 'ARCHIVED' } },
+      where: { id: { in: competitionIds }, status: { not: 'ARCHIVED' }, isTest: false },
       include: {
         rounds: {
           orderBy: { sortOrder: 'asc' },

src/server/routers/dashboard.ts

@@ -172,18 +172,19 @@ export const dashboardRouter = router({
 
         // 7. Project count
         ctx.prisma.project.count({
-          where: { programId: editionId },
+          where: { programId: editionId, isTest: false },
         }),
 
         // 8. New projects this week
         ctx.prisma.project.count({
-          where: { programId: editionId, createdAt: { gte: sevenDaysAgo } },
+          where: { programId: editionId, isTest: false, createdAt: { gte: sevenDaysAgo } },
         }),
 
         // 9. Total jurors
         ctx.prisma.user.count({
           where: {
             role: 'JURY_MEMBER',
+            isTest: false,
             status: { in: ['ACTIVE', 'INVITED', 'NONE'] },
             assignments: { some: { round: { competition: { programId: editionId } } } },
           },
@@ -193,6 +194,7 @@ export const dashboardRouter = router({
         ctx.prisma.user.count({
           where: {
             role: 'JURY_MEMBER',
+            isTest: false,
             status: 'ACTIVE',
             assignments: { some: { round: { competition: { programId: editionId } } } },
           },
@@ -212,7 +214,7 @@ export const dashboardRouter = router({
 
         // 13. Latest projects
         ctx.prisma.project.findMany({
-          where: { programId: editionId },
+          where: { programId: editionId, isTest: false },
           orderBy: { createdAt: 'desc' },
           take: 8,
           select: {
@@ -232,20 +234,20 @@ export const dashboardRouter = router({
         // 14. Category breakdown
         ctx.prisma.project.groupBy({
           by: ['competitionCategory'],
-          where: { programId: editionId },
+          where: { programId: editionId, isTest: false },
           _count: true,
         }),
 
         // 15. Ocean issue breakdown
         ctx.prisma.project.groupBy({
           by: ['oceanIssue'],
-          where: { programId: editionId },
+          where: { programId: editionId, isTest: false },
           _count: true,
         }),
 
-        // 16. Recent activity
+        // 16. Recent activity (exclude test user actions)
         ctx.prisma.auditLog.findMany({
-          where: { timestamp: { gte: sevenDaysAgo } },
+          where: { timestamp: { gte: sevenDaysAgo }, user: { isTest: false } },
           orderBy: { timestamp: 'desc' },
           take: 8,
           select: {

src/server/routers/export.ts

@@ -105,6 +105,7 @@ export const exportRouter = router({
     .query(async ({ ctx, input }) => {
       const projects = await ctx.prisma.project.findMany({
         where: {
+          isTest: false,
           assignments: { some: { roundId: input.roundId } },
         },
         include: {
@@ -355,7 +356,7 @@ export const exportRouter = router({
       }
 
       const logs = await ctx.prisma.auditLog.findMany({
-        where,
+        where: { ...where, user: { isTest: false } },
         orderBy: { timestamp: 'desc' },
         include: {
           user: { select: { name: true, email: true } },
@@ -431,7 +432,7 @@ export const exportRouter = router({
       if (includeSection('summary')) {
         const [projectCount, assignmentCount, evaluationCount, jurorCount] = await Promise.all([
           ctx.prisma.project.count({
-            where: { assignments: { some: { roundId: input.roundId } } },
+            where: { isTest: false, assignments: { some: { roundId: input.roundId } } },
           }),
           ctx.prisma.assignment.count({ where: { roundId: input.roundId } }),
           ctx.prisma.evaluation.count({
@@ -486,7 +487,7 @@ export const exportRouter = router({
       // Rankings
       if (includeSection('rankings')) {
         const projects = await ctx.prisma.project.findMany({
-          where: { assignments: { some: { roundId: input.roundId } } },
+          where: { isTest: false, assignments: { some: { roundId: input.roundId } } },
           select: {
             id: true,
             title: true,

src/server/routers/file.ts

@@ -994,6 +994,7 @@ export const fileRouter = router({
       // Build project filter
       const projectWhere: Record<string, unknown> = {
         programId: window.competition.programId,
+        isTest: false,
       }
       if (input.search) {
         projectWhere.OR = [
@@ -1303,6 +1304,7 @@ export const fileRouter = router({
       // Build project filter
       const projectWhere: Record<string, unknown> = {
         programId: round.competition.programId,
+        isTest: false,
       }
       if (input.search) {
         projectWhere.OR = [

src/server/routers/filtering.ts

@@ -115,6 +115,7 @@ export async function runFilteringJob(jobId: string, roundId: string, userId: st
         roundId,
         exitedAt: null,
         state: { in: ['PENDING', 'IN_PROGRESS'] },
+        project: { isTest: false },
       },
       include: {
         project: {

src/server/routers/mentor.ts

@@ -420,6 +420,7 @@ export const mentorRouter = router({
       const projects = await ctx.prisma.project.findMany({
         where: {
           programId: input.programId,
+          isTest: false,
           mentorAssignment: null,
           wantsMentorship: true,
         },

src/server/routers/message.ts

@@ -402,7 +402,7 @@ async function resolveRecipients(
       const role = filter?.role as string
       if (!role) return []
       const users = await prisma.user.findMany({
-        where: { role: role as any, status: 'ACTIVE' },
+        where: { role: role as any, status: 'ACTIVE', isTest: false },
         select: { id: true },
       })
       return users.map((u) => u.id)
@@ -412,7 +412,7 @@ async function resolveRecipients(
       const targetRoundId = roundId || (filter?.roundId as string)
       if (!targetRoundId) return []
       const assignments = await prisma.assignment.findMany({
-        where: { roundId: targetRoundId },
+        where: { roundId: targetRoundId, user: { isTest: false } },
         select: { userId: true },
         distinct: ['userId'],
       })
@@ -423,7 +423,7 @@ async function resolveRecipients(
       const programId = filter?.programId as string
       if (!programId) return []
       const projects = await prisma.project.findMany({
-        where: { programId },
+        where: { programId, isTest: false },
         select: { submittedByUserId: true },
       })
       const ids = new Set(projects.map((p) => p.submittedByUserId).filter(Boolean) as string[])
@@ -432,7 +432,7 @@ async function resolveRecipients(
 
     case 'ALL': {
       const users = await prisma.user.findMany({
-        where: { status: 'ACTIVE' },
+        where: { status: 'ACTIVE', isTest: false },
         select: { id: true },
       })
       return users.map((u) => u.id)

src/server/routers/program.ts

@@ -22,7 +22,7 @@ export const programRouter = router({
       const includeStages = input?.includeStages || false
 
       const programs = await ctx.prisma.program.findMany({
-        where: input?.status ? { status: input.status } : undefined,
+        where: input?.status ? { isTest: false, status: input.status } : { isTest: false },
         orderBy: { year: 'desc' },
         include: includeStages
           ? {
@@ -34,6 +34,10 @@ export const programRouter = router({
                       _count: {
                         select: { assignments: true, projectRoundStates: true },
                       },
+                      assignments: {
+                        where: { evaluation: { status: 'SUBMITTED' } },
+                        select: { id: true },
+                      },
                     },
                   },
                 },
@@ -52,9 +56,11 @@ export const programRouter = router({
           // Provide `stages` as alias for backward compatibility
           stages: allRounds.map((round: any) => ({
             ...round,
+            assignments: undefined, // don't leak raw assignments array
             _count: {
               projects: round._count?.projectRoundStates || 0,
               assignments: round._count?.assignments || 0,
+              evaluations: round.assignments?.length || 0,
             },
           })),
           // Main rounds array
@@ -68,6 +74,7 @@ export const programRouter = router({
             _count: {
               projects: round._count?.projectRoundStates || 0,
               assignments: round._count?.assignments || 0,
+              evaluations: round.assignments?.length || 0,
             },
           })),
         }

src/server/routers/project-pool.ts

@@ -103,6 +103,7 @@ export const projectPoolRouter = router({
 
       // Build where clause
       const where: Record<string, unknown> = {
+        isTest: false,
         programId,
       }
 
@@ -317,6 +318,7 @@ export const projectPoolRouter = router({
 
       // Find projects to assign
       const where: Record<string, unknown> = {
+        isTest: false,
         programId,
       }
 

src/server/routers/project.ts

@@ -84,7 +84,9 @@ export const projectRouter = router({
       const skip = (page - 1) * perPage
 
       // Build where clause
-      const where: Record<string, unknown> = {}
+      const where: Record<string, unknown> = {
+        isTest: false,
+      }
 
       // Filter by program
       if (programId) where.programId = programId
@@ -219,7 +221,9 @@ export const projectRouter = router({
         wantsMentorship, hasFiles, hasAssignments,
       } = input
 
-      const where: Record<string, unknown> = {}
+      const where: Record<string, unknown> = {
+        isTest: false,
+      }
 
       if (programId) where.programId = programId
       if (roundId) {
@@ -357,19 +361,19 @@ export const projectRouter = router({
     .query(async ({ ctx }) => {
       const [countries, categories, issues] = await Promise.all([
         ctx.prisma.project.findMany({
-          where: { country: { not: null } },
+          where: { isTest: false, country: { not: null } },
           select: { country: true },
           distinct: ['country'],
           orderBy: { country: 'asc' },
         }),
         ctx.prisma.project.groupBy({
           by: ['competitionCategory'],
-          where: { competitionCategory: { not: null } },
+          where: { isTest: false, competitionCategory: { not: null } },
           _count: true,
         }),
         ctx.prisma.project.groupBy({
           by: ['oceanIssue'],
-          where: { oceanIssue: { not: null } },
+          where: { isTest: false, oceanIssue: { not: null } },
           _count: true,
         }),
       ])
@@ -838,7 +842,7 @@ export const projectRouter = router({
     )
     .mutation(async ({ ctx, input }) => {
       const projects = await ctx.prisma.project.findMany({
-        where: { id: { in: input.ids } },
+        where: { id: { in: input.ids }, isTest: false },
         select: { id: true, title: true, status: true },
       })
 
@@ -948,11 +952,13 @@ export const projectRouter = router({
       programId: z.string().optional(),
     }))
     .query(async ({ ctx, input }) => {
-      const where: Record<string, unknown> = {}
+      const where: Record<string, unknown> = {
+        isTest: false,
+      }
       if (input.programId) where.programId = input.programId
 
       const projects = await ctx.prisma.project.findMany({
-        where: Object.keys(where).length > 0 ? where : undefined,
+        where,
         select: { tags: true },
       })
 
@@ -984,6 +990,7 @@ export const projectRouter = router({
       const projects = await ctx.prisma.project.findMany({
         where: {
           id: { in: input.ids },
+          isTest: false,
         },
         select: { id: true, title: true },
       })
@@ -1102,6 +1109,7 @@ export const projectRouter = router({
 
       const where: Record<string, unknown> = {
         programId,
+        isTest: false,
         projectRoundStates: { none: {} }, // Projects not assigned to any round
       }
 

src/server/routers/settings.ts

@@ -17,6 +17,11 @@ function categorizeModel(modelId: string): string {
   if (id.startsWith('gpt-4')) return 'gpt-4'
   if (id.startsWith('gpt-3.5')) return 'gpt-3.5'
   if (id.startsWith('o1') || id.startsWith('o3') || id.startsWith('o4')) return 'reasoning'
+  // Anthropic Claude models
+  if (id.startsWith('claude-opus-4-5') || id.startsWith('claude-sonnet-4-5')) return 'claude-4.5'
+  if (id.startsWith('claude-opus-4') || id.startsWith('claude-sonnet-4')) return 'claude-4'
+  if (id.startsWith('claude-haiku') || id.startsWith('claude-3')) return 'claude-3.5'
+  if (id.startsWith('claude')) return 'claude-4'
   return 'other'
 }
 
@@ -26,16 +31,10 @@ export const settingsRouter = router({
    * These are non-sensitive settings that can be exposed to any user
    */
   getFeatureFlags: protectedProcedure.query(async ({ ctx }) => {
-    const [whatsappEnabled, defaultLocale, availableLocales, juryCompareEnabled] = await Promise.all([
+    const [whatsappEnabled, juryCompareEnabled] = await Promise.all([
       ctx.prisma.systemSettings.findUnique({
         where: { key: 'whatsapp_enabled' },
       }),
-      ctx.prisma.systemSettings.findUnique({
-        where: { key: 'i18n_default_locale' },
-      }),
-      ctx.prisma.systemSettings.findUnique({
-        where: { key: 'i18n_available_locales' },
-      }),
       ctx.prisma.systemSettings.findUnique({
         where: { key: 'jury_compare_enabled' },
       }),
@@ -43,8 +42,6 @@ export const settingsRouter = router({
 
     return {
       whatsappEnabled: whatsappEnabled?.value === 'true',
-      defaultLocale: defaultLocale?.value || 'en',
-      availableLocales: availableLocales?.value ? JSON.parse(availableLocales.value) : ['en', 'fr'],
       juryCompareEnabled: juryCompareEnabled?.value === 'true',
     }
   }),
@@ -171,14 +168,13 @@ export const settingsRouter = router({
     )
     .mutation(async ({ ctx, input }) => {
       // Infer category from key prefix if not provided
-      const inferCategory = (key: string): 'AI' | 'BRANDING' | 'EMAIL' | 'STORAGE' | 'SECURITY' | 'DEFAULTS' | 'WHATSAPP' | 'LOCALIZATION' => {
-        if (key.startsWith('openai') || key.startsWith('ai_')) return 'AI'
+      const inferCategory = (key: string): 'AI' | 'BRANDING' | 'EMAIL' | 'STORAGE' | 'SECURITY' | 'DEFAULTS' | 'WHATSAPP' => {
+        if (key.startsWith('openai') || key.startsWith('ai_') || key.startsWith('anthropic')) return 'AI'
         if (key.startsWith('smtp_') || key.startsWith('email_')) return 'EMAIL'
         if (key.startsWith('storage_') || key.startsWith('local_storage') || key.startsWith('max_file') || key.startsWith('avatar_') || key.startsWith('allowed_file')) return 'STORAGE'
         if (key.startsWith('brand_') || key.startsWith('logo_') || key.startsWith('primary_') || key.startsWith('theme_')) return 'BRANDING'
         if (key.startsWith('whatsapp_')) return 'WHATSAPP'
         if (key.startsWith('security_') || key.startsWith('session_')) return 'SECURITY'
-        if (key.startsWith('i18n_') || key.startsWith('locale_')) return 'LOCALIZATION'
         return 'DEFAULTS'
       }
 
@@ -206,7 +202,7 @@ export const settingsRouter = router({
       }
 
       // Reset OpenAI client if API key, base URL, model, or provider changed
-      if (input.settings.some((s) => s.key === 'openai_api_key' || s.key === 'openai_base_url' || s.key === 'ai_model' || s.key === 'ai_provider')) {
+      if (input.settings.some((s) => s.key === 'openai_api_key' || s.key === 'anthropic_api_key' || s.key === 'openai_base_url' || s.key === 'ai_model' || s.key === 'ai_provider')) {
         const { resetOpenAIClient } = await import('@/lib/openai')
         resetOpenAIClient()
       }
@@ -276,9 +272,9 @@ export const settingsRouter = router({
       category: categorizeModel(model),
     }))
 
-    // Sort: GPT-5+ first, then GPT-4o, then other GPT-4, then GPT-3.5, then reasoning models
+    // Sort by category priority
     const sorted = categorizedModels.sort((a, b) => {
-      const order = ['gpt-5+', 'gpt-4o', 'gpt-4', 'gpt-3.5', 'reasoning', 'other']
+      const order = ['claude-4.5', 'claude-4', 'claude-3.5', 'gpt-5+', 'gpt-4o', 'gpt-4', 'gpt-3.5', 'reasoning', 'other']
       const aOrder = order.findIndex(cat => a.category === cat)
       const bOrder = order.findIndex(cat => b.category === cat)
       if (aOrder !== bOrder) return aOrder - bOrder
@@ -740,62 +736,4 @@ export const settingsRouter = router({
       return results
     }),
 
-  /**
-   * Get localization settings
-   */
-  getLocalizationSettings: adminProcedure.query(async ({ ctx }) => {
-    const settings = await ctx.prisma.systemSettings.findMany({
-      where: { category: 'LOCALIZATION' },
-      orderBy: { key: 'asc' },
-    })
-
-    return settings
-  }),
-
-  /**
-   * Update localization settings
-   */
-  updateLocalizationSettings: superAdminProcedure
-    .input(
-      z.object({
-        settings: z.array(
-          z.object({
-            key: z.string(),
-            value: z.string(),
-          })
-        ),
-      })
-    )
-    .mutation(async ({ ctx, input }) => {
-      const results = await Promise.all(
-        input.settings.map((s) =>
-          ctx.prisma.systemSettings.upsert({
-            where: { key: s.key },
-            update: { value: s.value, updatedBy: ctx.user.id },
-            create: {
-              key: s.key,
-              value: s.value,
-              category: 'LOCALIZATION',
-              updatedBy: ctx.user.id,
-            },
-          })
-        )
-      )
-
-      try {
-        await logAudit({
-          prisma: ctx.prisma,
-          userId: ctx.user.id,
-          action: 'UPDATE_LOCALIZATION_SETTINGS',
-          entityType: 'SystemSettings',
-          detailsJson: { keys: input.settings.map((s) => s.key) },
-          ipAddress: ctx.ip,
-          userAgent: ctx.userAgent,
-        })
-      } catch {
-        // Never throw on audit failure
-      }
-
-      return results
-    }),
 })

src/server/routers/specialAward.ts

@@ -93,7 +93,7 @@ export const specialAwardRouter = router({
       let { competition } = award
       if (!competition && award.programId) {
         const comp = await ctx.prisma.competition.findFirst({
-          where: { programId: award.programId },
+          where: { programId: award.programId, isTest: false },
           orderBy: { createdAt: 'desc' },
           select: { id: true, name: true, rounds: { select: { id: true, name: true, roundType: true, sortOrder: true }, orderBy: { sortOrder: 'asc' as const } } },
         })
@@ -141,7 +141,7 @@ export const specialAwardRouter = router({
       let competitionId = input.competitionId
       if (!competitionId) {
         const comp = await ctx.prisma.competition.findFirst({
-          where: { programId: input.programId },
+          where: { programId: input.programId, isTest: false },
           orderBy: { createdAt: 'desc' },
           select: { id: true },
         })
@@ -217,7 +217,7 @@ export const specialAwardRouter = router({
         })
         if (existing && !existing.competitionId) {
           const comp = await ctx.prisma.competition.findFirst({
-            where: { programId: existing.programId },
+            where: { programId: existing.programId, isTest: false },
             orderBy: { createdAt: 'desc' },
             select: { id: true },
           })
@@ -404,7 +404,7 @@ export const specialAwardRouter = router({
       const { awardId, eligibleOnly, page, perPage } = input
       const skip = (page - 1) * perPage
 
-      const where: Record<string, unknown> = { awardId }
+      const where: Record<string, unknown> = { awardId, project: { isTest: false } }
       if (eligibleOnly) where.eligible = true
 
       const [eligibilities, total] = await Promise.all([

src/server/routers/tag.ts

@@ -53,7 +53,7 @@ async function runTaggingJob(jobId: string, userId: string) {
     if (!job.programId) {
       throw new Error('Job must have a programId')
     }
-    const whereClause = { programId: job.programId }
+    const whereClause = { programId: job.programId, isTest: false }
 
     const allProjects = await prisma.project.findMany({
       where: whereClause,
@@ -196,11 +196,13 @@ export const tagRouter = router({
           const userCount = await ctx.prisma.user.count({
             where: {
               expertiseTags: { has: tag.name },
+              isTest: false,
             },
           })
           const projectCount = await ctx.prisma.project.count({
             where: {
               tags: { has: tag.name },
+              isTest: false,
             },
           })
           return {
@@ -228,10 +230,10 @@ export const tagRouter = router({
       // Get usage counts
       const [userCount, projectCount] = await Promise.all([
         ctx.prisma.user.count({
-          where: { expertiseTags: { has: tag.name } },
+          where: { expertiseTags: { has: tag.name }, isTest: false },
         }),
         ctx.prisma.project.count({
-          where: { tags: { has: tag.name } },
+          where: { tags: { has: tag.name }, isTest: false },
         }),
       ])
 
@@ -354,7 +356,7 @@ export const tagRouter = router({
 
         // Update users
         const usersWithTag = await ctx.prisma.user.findMany({
-          where: { expertiseTags: { has: oldTag.name } },
+          where: { expertiseTags: { has: oldTag.name }, isTest: false },
           select: { id: true, expertiseTags: true },
         })
 
@@ -371,7 +373,7 @@ export const tagRouter = router({
 
         // Update projects
         const projectsWithTag = await ctx.prisma.project.findMany({
-          where: { tags: { has: oldTag.name } },
+          where: { tags: { has: oldTag.name }, isTest: false },
           select: { id: true, tags: true },
         })
 
@@ -412,9 +414,9 @@ export const tagRouter = router({
         where: { id: input.id },
       })
 
-      // Remove tag from all users
+      // Remove tag from all users (excluding test users)
       const usersWithTag = await ctx.prisma.user.findMany({
-        where: { expertiseTags: { has: tag.name } },
+        where: { expertiseTags: { has: tag.name }, isTest: false },
         select: { id: true, expertiseTags: true },
       })
 
@@ -427,9 +429,9 @@ export const tagRouter = router({
         })
       }
 
-      // Remove tag from all projects
+      // Remove tag from all projects (excluding test projects)
       const projectsWithTag = await ctx.prisma.project.findMany({
-        where: { tags: { has: tag.name } },
+        where: { tags: { has: tag.name }, isTest: false },
         select: { id: true, tags: true },
       })
 

src/server/routers/testEnvironment.ts

@@ -0,0 +1,92 @@
+import { router, superAdminProcedure, protectedProcedure } from '../trpc'
+import { TRPCError } from '@trpc/server'
+import { createTestEnvironment, tearDownTestEnvironment } from '../services/test-environment'
+
+export const testEnvironmentRouter = router({
+  /**
+   * Get the current test environment status.
+   * Uses a custom auth check: allows access if realRole OR role is SUPER_ADMIN.
+   * This enables the impersonation banner to fetch test users while impersonating.
+   */
+  status: protectedProcedure.query(async ({ ctx }) => {
+    // Allow access if the user's actual role (or impersonated-from role) is SUPER_ADMIN
+    const effectiveRole = (ctx.session?.user as any)?.realRole || ctx.user.role
+    if (effectiveRole !== 'SUPER_ADMIN') {
+      throw new TRPCError({ code: 'FORBIDDEN', message: 'Super admin access required' })
+    }
+
+    const competition = await ctx.prisma.competition.findFirst({
+      where: { isTest: true },
+      select: {
+        id: true,
+        name: true,
+        status: true,
+        createdAt: true,
+        program: {
+          select: { id: true, name: true },
+        },
+        rounds: {
+          select: { id: true, name: true, roundType: true, status: true, sortOrder: true },
+          orderBy: { sortOrder: 'asc' },
+        },
+      },
+    })
+
+    if (!competition) {
+      return { active: false as const }
+    }
+
+    // Get test users grouped by role
+    const testUsers = await ctx.prisma.user.findMany({
+      where: { isTest: true },
+      select: { id: true, name: true, email: true, role: true },
+      orderBy: [{ role: 'asc' }, { name: 'asc' }],
+    })
+
+    // Get email redirect setting
+    const emailRedirect = await ctx.prisma.systemSettings.findUnique({
+      where: { key: 'test_email_redirect' },
+      select: { value: true },
+    })
+
+    return {
+      active: true as const,
+      competition: {
+        id: competition.id,
+        name: competition.name,
+        status: competition.status,
+        createdAt: competition.createdAt,
+        programId: competition.program.id,
+        programName: competition.program.name,
+      },
+      rounds: competition.rounds,
+      users: testUsers,
+      emailRedirect: emailRedirect?.value || null,
+    }
+  }),
+
+  /**
+   * Create a test environment. Idempotent — tears down existing first.
+   */
+  create: superAdminProcedure.mutation(async ({ ctx }) => {
+    const result = await createTestEnvironment(ctx.prisma, ctx.user.email || '')
+    return result
+  }),
+
+  /**
+   * Tear down the test environment.
+   */
+  tearDown: superAdminProcedure.mutation(async ({ ctx }) => {
+    const program = await ctx.prisma.program.findFirst({
+      where: { isTest: true },
+      select: { id: true },
+    })
+
+    if (!program) {
+      throw new TRPCError({ code: 'NOT_FOUND', message: 'No test environment found' })
+    }
+
+    await tearDownTestEnvironment(ctx.prisma, program.id)
+    return { success: true }
+  }),
+})

src/server/routers/user.ts

@@ -249,7 +249,9 @@ export const userRouter = router({
       const { role, roles, status, search, page, perPage } = input
       const skip = (page - 1) * perPage
 
-      const where: Record<string, unknown> = {}
+      const where: Record<string, unknown> = {
+        isTest: false,
+      }
 
       if (roles && roles.length > 0) {
         where.role = { in: roles }
@@ -316,6 +318,7 @@ export const userRouter = router({
     )
     .query(async ({ ctx, input }) => {
       const where: Record<string, unknown> = {
+        isTest: false,
         status: { in: ['NONE', 'INVITED'] },
       }
 
@@ -929,6 +932,7 @@ export const userRouter = router({
     )
     .query(async ({ ctx, input }) => {
       const where: Record<string, unknown> = {
+        isTest: false,
         role: 'JURY_MEMBER',
         status: 'ACTIVE',
       }

src/server/services/ai-evaluation-summary.ts

@@ -290,6 +290,7 @@ export async function generateSummary({
     select: {
       id: true,
       title: true,
+      isTest: true,
     },
   })
 
@@ -297,6 +298,10 @@ export async function generateSummary({
     throw new TRPCError({ code: 'NOT_FOUND', message: 'Project not found' })
   }
 
+  if (project.isTest) {
+    throw new TRPCError({ code: 'BAD_REQUEST', message: 'Cannot generate AI summaries for test projects' })
+  }
+
   // Fetch submitted evaluations for this project in this round
   const evaluations = await prisma.evaluation.findMany({
     where: {

src/server/services/ai-shortlist.ts

@@ -103,6 +103,7 @@ async function generateCategoryShortlist(
   const projects = await prisma.project.findMany({
     where: {
       competitionCategory: category,
+      isTest: false,
       assignments: { some: { roundId } },
     },
     include: {

src/server/services/ai-tagging.ts

@@ -473,6 +473,10 @@ export async function tagProject(
     throw new Error(`Project not found: ${projectId}`)
   }
 
+  if ((project as any).isTest) {
+    throw new Error(`Cannot run AI tagging on test project: ${projectId}`)
+  }
+
   // Get available tags
   const availableTags = await getAvailableTags()
   if (availableTags.length === 0) {
@@ -574,7 +578,7 @@ export async function tagProjectsBatch(
 
   // Fetch full project data for all projects at once (single DB query)
   const fullProjects = await prisma.project.findMany({
-    where: { id: { in: projects.map((p) => p.id) } },
+    where: { id: { in: projects.map((p) => p.id) }, isTest: false },
     include: {
       projectTags: true,
       files: { select: { fileType: true } },
@@ -712,6 +716,10 @@ export async function getTagSuggestions(
     throw new Error(`Project not found: ${projectId}`)
   }
 
+  if ((project as any).isTest) {
+    throw new Error(`Cannot run AI tagging on test project: ${projectId}`)
+  }
+
   // Get available tags
   const availableTags = await getAvailableTags()
   if (availableTags.length === 0) {

src/server/services/award-eligibility-job.ts

@@ -88,6 +88,7 @@ export async function processEligibilityJob(
         where: {
           id: { in: passedIds },
           programId: award.programId,
+          isTest: false,
         },
         select: projectSelect,
       })
@@ -99,6 +100,7 @@ export async function processEligibilityJob(
       projects = await prisma.project.findMany({
         where: {
           programId: award.programId,
+          isTest: false,
           status: { in: [...statusFilter] },
         },
         select: projectSelect,

src/server/services/document-analyzer.ts

@@ -320,7 +320,7 @@ export async function analyzeAllUnanalyzed(): Promise<{
   total: number
 }> {
   const files = await prisma.projectFile.findMany({
-    where: { analyzedAt: null },
+    where: { analyzedAt: null, project: { isTest: false } },
     select: {
       id: true,
       objectKey: true,

src/server/services/email-digest.ts

@@ -32,6 +32,7 @@ export async function processDigests(
   // Find users who opted in for this digest frequency
   const users = await prisma.user.findMany({
     where: {
+      isTest: false,
       digestFrequency: type,
       status: 'ACTIVE',
     },

src/server/services/evaluation-reminders.ts

@@ -56,7 +56,7 @@ export async function sendManualReminders(roundId: string): Promise<ReminderResu
   if (usersToNotify.length === 0) return { sent, errors }
 
   const users = await prisma.user.findMany({
-    where: { id: { in: usersToNotify } },
+    where: { id: { in: usersToNotify }, isTest: false },
     select: { id: true, name: true, email: true },
   })
 
@@ -133,6 +133,7 @@ export async function processEvaluationReminders(roundId?: string): Promise<Remi
       status: 'ROUND_ACTIVE' as const,
       windowCloseAt: { gt: now },
       windowOpenAt: { lte: now },
+      competition: { isTest: false },
       ...(roundId && { id: roundId }),
     },
     select: {
@@ -213,7 +214,7 @@ async function sendRemindersForRound(
 
   // Get user details and their pending counts
   const users = await prisma.user.findMany({
-    where: { id: { in: usersToNotify } },
+    where: { id: { in: usersToNotify }, isTest: false },
     select: { id: true, name: true, email: true },
   })
 

src/server/services/in-app-notification.ts

@@ -297,6 +297,7 @@ export async function notifyAdmins(params: {
     where: {
       role: { in: ['SUPER_ADMIN', 'PROGRAM_ADMIN'] },
       status: 'ACTIVE',
+      isTest: false,
     },
     select: { id: true },
   })

src/server/services/mentor-matching.ts

@@ -232,6 +232,7 @@ export async function getAIMentorSuggestionsBatch(
         { role: 'JURY_MEMBER' },
       ],
       status: 'ACTIVE',
+      isTest: false,
     },
     select: {
       id: true,
@@ -458,6 +459,7 @@ export async function getRoundRobinMentor(
         { role: 'JURY_MEMBER' },
       ],
       status: 'ACTIVE',
+      isTest: false,
       id: { notIn: excludeMentorIds },
     },
     select: {

src/server/services/notification.ts

@@ -40,7 +40,7 @@ export async function sendNotification(
 ): Promise<NotificationResult> {
   // Get user with notification preferences
   const user = await prisma.user.findUnique({
-    where: { id: userId },
+    where: { id: userId, isTest: false },
     select: {
       id: true,
       email: true,

src/server/services/round-assignment.ts

@@ -94,7 +94,7 @@ export async function previewRoundAssignment(
 
   // Load jury group members
   const members = await db.juryGroupMember.findMany({
-    where: { juryGroupId: ctx.juryGroup.id },
+    where: { juryGroupId: ctx.juryGroup.id, user: { isTest: false } },
     include: {
       user: { select: { id: true, name: true, email: true, role: true, bio: true, expertiseTags: true, country: true, availabilityJson: true } },
     },

src/server/services/round-scheduler.ts

@@ -16,7 +16,7 @@ export async function processScheduledRounds(): Promise<{
 
   // Find a SUPER_ADMIN to use as the actor for audit logging
   const systemActor = await prisma.user.findFirst({
-    where: { role: 'SUPER_ADMIN' },
+    where: { role: 'SUPER_ADMIN', isTest: false },
     select: { id: true },
   })
 
@@ -29,7 +29,7 @@ export async function processScheduledRounds(): Promise<{
     where: {
       status: 'ROUND_DRAFT',
       windowOpenAt: { lte: now },
-      competition: { status: { not: 'ARCHIVED' } },
+      competition: { status: { not: 'ARCHIVED' }, isTest: false },
     },
     select: { id: true, name: true },
   })
@@ -49,6 +49,7 @@ export async function processScheduledRounds(): Promise<{
     where: {
       status: 'ROUND_ACTIVE',
       windowCloseAt: { lte: now },
+      competition: { isTest: false },
     },
     select: { id: true, name: true },
   })

src/server/services/smart-assignment.ts

@@ -362,6 +362,7 @@ export async function getSmartSuggestions(options: {
     where: {
       role,
       status: 'ACTIVE',
+      isTest: false,
     },
     select: {
       id: true,
@@ -683,6 +684,7 @@ export async function getMentorSuggestionsForProject(
     where: {
       role: 'MENTOR',
       status: 'ACTIVE',
+      isTest: false,
     },
     select: {
       id: true,

src/server/services/test-environment.ts

@@ -0,0 +1,676 @@
+import type { PrismaClient } from '@prisma/client'
+
+// ─── Test Data Constants ─────────────────────────────────────────────────────
+
+const TEST_JURY = [
+  { name: 'Sophie Laurent', email: 'sophie.laurent@test.local', country: 'France', expertiseTags: ['Marine Biology', 'Conservation'] },
+  { name: 'Marco Bianchi', email: 'marco.bianchi@test.local', country: 'Italy', expertiseTags: ['Sustainable Fishing', 'Policy'] },
+  { name: 'Elena Petrova', email: 'elena.petrova@test.local', country: 'Germany', expertiseTags: ['Ocean Technology', 'Engineering'] },
+  { name: 'James Chen', email: 'james.chen@test.local', country: 'Singapore', expertiseTags: ['Blue Economy', 'Innovation'] },
+  { name: 'Aisha Diallo', email: 'aisha.diallo@test.local', country: 'Senegal', expertiseTags: ['Community Development', 'Education'] },
+  { name: 'Carlos Rivera', email: 'carlos.rivera@test.local', country: 'Spain', expertiseTags: ['Climate Science', 'Renewable Energy'] },
+]
+
+const TEST_APPLICANTS_OWNERS = [
+  { name: 'Léa Moreau', email: 'lea.moreau@test.local', country: 'France' },
+  { name: 'Henrik Johansson', email: 'henrik.johansson@test.local', country: 'Sweden' },
+  { name: 'Fatima Al-Rashid', email: 'fatima.alrashid@test.local', country: 'UAE' },
+  { name: 'Yuki Tanaka', email: 'yuki.tanaka@test.local', country: 'Japan' },
+  { name: 'Priya Sharma', email: 'priya.sharma@test.local', country: 'India' },
+  { name: 'Lucas Oliveira', email: 'lucas.oliveira@test.local', country: 'Brazil' },
+  { name: 'Nadia Kowalski', email: 'nadia.kowalski@test.local', country: 'Poland' },
+  { name: 'Samuel Okonkwo', email: 'samuel.okonkwo@test.local', country: 'Nigeria' },
+  { name: 'Ingrid Hansen', email: 'ingrid.hansen@test.local', country: 'Norway' },
+  { name: 'Diego Fernández', email: 'diego.fernandez@test.local', country: 'Mexico' },
+  { name: 'Amira Benali', email: 'amira.benali@test.local', country: 'Morocco' },
+  { name: 'Thomas Müller', email: 'thomas.muller@test.local', country: 'Germany' },
+]
+
+const TEST_APPLICANTS_TEAMMATES = [
+  { name: 'Marie Dubois', email: 'marie.dubois@test.local', country: 'France' },
+  { name: 'Kenji Watanabe', email: 'kenji.watanabe@test.local', country: 'Japan' },
+  { name: 'Ana Costa', email: 'ana.costa@test.local', country: 'Brazil' },
+  { name: 'Erik Lindqvist', email: 'erik.lindqvist@test.local', country: 'Sweden' },
+]
+
+const TEST_OTHER_ROLES = [
+  { name: 'Dr. Catherine Blanc', email: 'catherine.blanc@test.local', role: 'MENTOR' as const, country: 'Monaco' },
+  { name: 'Oliver Schmidt', email: 'oliver.schmidt@test.local', role: 'OBSERVER' as const, country: 'Switzerland' },
+  { name: 'Isabella Romano', email: 'isabella.romano@test.local', role: 'AWARD_MASTER' as const, country: 'Italy' },
+  { name: 'Philippe Durand', email: 'philippe.durand@test.local', role: 'PROGRAM_ADMIN' as const, country: 'Monaco' },
+]
+
+const TEST_PROJECTS = [
+  {
+    title: 'OceanGuard: AI-Powered Marine Debris Detection',
+    teamName: 'OceanGuard Technologies',
+    description: 'Using satellite imagery and deep learning to identify and track marine debris across the Mediterranean. Our proprietary algorithm achieves 94% accuracy in detecting microplastic concentration zones, enabling targeted cleanup operations.',
+    country: 'France',
+    category: 'STARTUP' as const,
+    oceanIssue: 'POLLUTION_REDUCTION' as const,
+  },
+  {
+    title: 'Blue Carbon Ventures: Seagrass Restoration at Scale',
+    teamName: 'Blue Carbon Ventures',
+    description: 'Developing cost-effective seagrass meadow restoration techniques for Mediterranean coastal zones. Our approach combines drone-based seed dispersal with AI monitoring to restore 500+ hectares of seagrass by 2030.',
+    country: 'Italy',
+    category: 'STARTUP' as const,
+    oceanIssue: 'BLUE_CARBON' as const,
+  },
+  {
+    title: 'Reef Resilience: Coral Thermal Adaptation Program',
+    teamName: 'Reef Resilience Lab',
+    description: 'Selective breeding of thermally tolerant coral genotypes combined with biofilm-enhanced substrate technology to accelerate reef recovery in warming waters. Currently operating pilot programs in 3 Mediterranean sites.',
+    country: 'Monaco',
+    category: 'STARTUP' as const,
+    oceanIssue: 'HABITAT_RESTORATION' as const,
+  },
+  {
+    title: 'WaveHarvest: Ocean Energy for Coastal Communities',
+    teamName: 'WaveHarvest Energy',
+    description: 'Modular wave energy converters designed for small island nations and remote coastal communities. Our patented oscillating water column system delivers reliable 50kW power at 1/3 the cost of competing technologies.',
+    country: 'Norway',
+    category: 'STARTUP' as const,
+    oceanIssue: 'CLIMATE_MITIGATION' as const,
+  },
+  {
+    title: 'SailCargo: Zero-Emission Maritime Logistics',
+    teamName: 'SailCargo Collective',
+    description: 'Reviving wind-powered shipping for short-sea routes in the Mediterranean using modernized sailing vessel designs with solar-electric auxiliary propulsion. Connecting ports along the French and Italian Riviera.',
+    country: 'Spain',
+    category: 'STARTUP' as const,
+    oceanIssue: 'SUSTAINABLE_SHIPPING' as const,
+  },
+  {
+    title: 'Neptune Analytics: Smart Fisheries Management',
+    teamName: 'Neptune Analytics',
+    description: 'IoT sensor network and machine learning platform for real-time fisheries monitoring. Tracks fish stock health, migration patterns, and fishing vessel compliance to support science-based quota management.',
+    country: 'Portugal',
+    category: 'STARTUP' as const,
+    oceanIssue: 'SUSTAINABLE_FISHING' as const,
+  },
+  {
+    title: 'AquaLens: Underwater Environmental Monitoring',
+    teamName: 'AquaLens Research',
+    description: 'A network of autonomous underwater drones equipped with hyperspectral cameras for continuous marine ecosystem monitoring. Real-time data on water quality, biodiversity indices, and pollutant levels.',
+    country: 'Germany',
+    category: 'BUSINESS_CONCEPT' as const,
+    oceanIssue: 'TECHNOLOGY_INNOVATION' as const,
+  },
+  {
+    title: 'TidalConnect: Ocean Literacy Education Platform',
+    teamName: 'TidalConnect Foundation',
+    description: 'Interactive mobile platform bringing ocean science education to underserved coastal communities in West Africa. Features gamified learning modules, local language support, and citizen science data collection.',
+    country: 'Senegal',
+    category: 'BUSINESS_CONCEPT' as const,
+    oceanIssue: 'COMMUNITY_CAPACITY' as const,
+  },
+  {
+    title: 'BioFouling Solutions: Eco-Friendly Marine Coatings',
+    teamName: 'BioFouling Solutions',
+    description: 'Biomimetic antifouling coatings inspired by shark skin microstructure. Our non-toxic coating reduces fuel consumption by 12% while eliminating the release of harmful biocides into marine environments.',
+    country: 'Sweden',
+    category: 'BUSINESS_CONCEPT' as const,
+    oceanIssue: 'POLLUTION_REDUCTION' as const,
+  },
+  {
+    title: 'Kelp Climate: Industrial-Scale Kelp Farming',
+    teamName: 'Kelp Climate Co.',
+    description: 'Offshore macroalgae cultivation combining carbon sequestration with sustainable biomaterials production. Our proprietary deep-water cultivation system supports 10x faster growth rates than nearshore farms.',
+    country: 'Japan',
+    category: 'BUSINESS_CONCEPT' as const,
+    oceanIssue: 'BLUE_CARBON' as const,
+  },
+  {
+    title: 'MarineTrack: Vessel Emission Compliance System',
+    teamName: 'MarineTrack Systems',
+    description: 'Real-time satellite and AIS-based monitoring platform for enforcing IMO 2030 emission standards. Automatically detects scrubber discharge violations and sulfur emission exceedances across Mediterranean shipping lanes.',
+    country: 'Greece',
+    category: 'STARTUP' as const,
+    oceanIssue: 'SUSTAINABLE_SHIPPING' as const,
+  },
+  {
+    title: 'Mangrove Guardians: Community-Led Restoration',
+    teamName: 'Mangrove Guardians Network',
+    description: 'Empowering coastal fishing communities in Southeast Asia to restore and manage mangrove ecosystems through microfinance-linked conservation incentives and satellite-verified carbon credits.',
+    country: 'India',
+    category: 'BUSINESS_CONCEPT' as const,
+    oceanIssue: 'HABITAT_RESTORATION' as const,
+  },
+]
+
+const ROUND_DEFINITIONS = [
+  { name: 'Intake', slug: 'intake', roundType: 'INTAKE' as const, sortOrder: 0 },
+  { name: 'Eligibility Screening', slug: 'filtering', roundType: 'FILTERING' as const, sortOrder: 1 },
+  { name: 'Expert Evaluation', slug: 'evaluation', roundType: 'EVALUATION' as const, sortOrder: 2 },
+  { name: 'Document Submission', slug: 'submission', roundType: 'SUBMISSION' as const, sortOrder: 3 },
+  { name: 'Mentoring Phase', slug: 'mentoring', roundType: 'MENTORING' as const, sortOrder: 4 },
+  { name: 'Live Finals', slug: 'live-final', roundType: 'LIVE_FINAL' as const, sortOrder: 5 },
+  { name: 'Final Deliberation', slug: 'deliberation', roundType: 'DELIBERATION' as const, sortOrder: 6 },
+]
+
+// ─── Public API ──────────────────────────────────────────────────────────────
+
+export interface TestEnvironmentResult {
+  programId: string
+  competitionId: string
+  users: Array<{ id: string; name: string; email: string; role: string }>
+  projectCount: number
+  roundCount: number
+}
+
+/**
+ * Create a complete test environment with realistic data.
+ * Idempotent — tears down existing test env first.
+ */
+export async function createTestEnvironment(
+  prisma: PrismaClient,
+  adminEmail: string
+): Promise<TestEnvironmentResult> {
+  // Tear down existing if any
+  const existing = await prisma.competition.findFirst({ where: { isTest: true } })
+  if (existing) {
+    const existingProgram = await prisma.program.findFirst({ where: { isTest: true } })
+    if (existingProgram) {
+      await tearDownTestEnvironment(prisma, existingProgram.id)
+    }
+  }
+
+  // 1. Email redirect setting
+  await prisma.systemSettings.upsert({
+    where: { key: 'test_email_redirect' },
+    update: { value: adminEmail },
+    create: { key: 'test_email_redirect', value: adminEmail, category: 'DEFAULTS' },
+  })
+
+  // 2. Program
+  const program = await prisma.program.create({
+    data: {
+      name: '[TEST] Test Environment 2026',
+      year: 2026,
+      status: 'ACTIVE',
+      description: 'Test environment for role impersonation and feature testing',
+      isTest: true,
+    },
+  })
+
+  // 3. Create test users
+  const createdUsers: Array<{ id: string; name: string; email: string; role: string }> = []
+
+  // Jury members
+  const juryUsers = await Promise.all(
+    TEST_JURY.map((j) =>
+      prisma.user.create({
+        data: {
+          name: j.name,
+          email: j.email,
+          role: 'JURY_MEMBER',
+          status: 'ACTIVE',
+          country: j.country,
+          expertiseTags: j.expertiseTags,
+          isTest: true,
+          mustSetPassword: false,
+        },
+      })
+    )
+  )
+  juryUsers.forEach((u) => createdUsers.push({ id: u.id, name: u.name!, email: u.email, role: u.role }))
+
+  // Applicant owners
+  const ownerUsers = await Promise.all(
+    TEST_APPLICANTS_OWNERS.map((a) =>
+      prisma.user.create({
+        data: {
+          name: a.name,
+          email: a.email,
+          role: 'APPLICANT',
+          status: 'ACTIVE',
+          country: a.country,
+          isTest: true,
+          mustSetPassword: false,
+        },
+      })
+    )
+  )
+  ownerUsers.forEach((u) => createdUsers.push({ id: u.id, name: u.name!, email: u.email, role: u.role }))
+
+  // Applicant teammates
+  const teammateUsers = await Promise.all(
+    TEST_APPLICANTS_TEAMMATES.map((a) =>
+      prisma.user.create({
+        data: {
+          name: a.name,
+          email: a.email,
+          role: 'APPLICANT',
+          status: 'ACTIVE',
+          country: a.country,
+          isTest: true,
+          mustSetPassword: false,
+        },
+      })
+    )
+  )
+  teammateUsers.forEach((u) => createdUsers.push({ id: u.id, name: u.name!, email: u.email, role: u.role }))
+
+  // Other roles
+  const otherUsers = await Promise.all(
+    TEST_OTHER_ROLES.map((r) =>
+      prisma.user.create({
+        data: {
+          name: r.name,
+          email: r.email,
+          role: r.role,
+          status: 'ACTIVE',
+          country: r.country,
+          isTest: true,
+          mustSetPassword: false,
+        },
+      })
+    )
+  )
+  otherUsers.forEach((u) => createdUsers.push({ id: u.id, name: u.name!, email: u.email, role: u.role }))
+
+  // 4. Create projects (one per owner)
+  const projects = await Promise.all(
+    TEST_PROJECTS.map((p, i) =>
+      prisma.project.create({
+        data: {
+          programId: program.id,
+          title: p.title,
+          teamName: p.teamName,
+          description: p.description,
+          country: p.country,
+          competitionCategory: p.category,
+          oceanIssue: p.oceanIssue,
+          status: 'SUBMITTED',
+          submissionSource: 'MANUAL',
+          submittedAt: new Date(),
+          submittedByUserId: ownerUsers[i].id,
+          isTest: true,
+        },
+      })
+    )
+  )
+
+  // 5. Add teammates to projects 0, 1, and 3
+  const teammateAssignments = [
+    { projectIdx: 0, teammateIdx: 0 },
+    { projectIdx: 0, teammateIdx: 1 },
+    { projectIdx: 1, teammateIdx: 2 },
+    { projectIdx: 3, teammateIdx: 3 },
+  ]
+  await Promise.all(
+    teammateAssignments.map((ta) =>
+      prisma.teamMember.create({
+        data: {
+          projectId: projects[ta.projectIdx].id,
+          userId: teammateUsers[ta.teammateIdx].id,
+          role: 'MEMBER',
+        },
+      })
+    )
+  )
+
+  // Also add owners as team members (OWNER role)
+  await Promise.all(
+    projects.map((proj, i) =>
+      prisma.teamMember.create({
+        data: {
+          projectId: proj.id,
+          userId: ownerUsers[i].id,
+          role: 'LEAD',
+        },
+      })
+    )
+  )
+
+  // 6. Competition
+  const competition = await prisma.competition.create({
+    data: {
+      programId: program.id,
+      name: 'Test Competition 2026',
+      slug: `test-env-${Date.now()}`,
+      status: 'ACTIVE',
+      isTest: true,
+    },
+  })
+
+  // 7. Jury Group
+  const observerUser = otherUsers.find((u) => u.role === 'OBSERVER')
+  const juryGroup = await prisma.juryGroup.create({
+    data: {
+      competitionId: competition.id,
+      name: 'Test Jury Panel',
+      slug: 'test-jury-panel',
+    },
+  })
+
+  // Add jury members to group
+  await Promise.all(
+    juryUsers.map((ju) =>
+      prisma.juryGroupMember.create({
+        data: {
+          juryGroupId: juryGroup.id,
+          userId: ju.id,
+          role: 'MEMBER',
+        },
+      })
+    )
+  )
+
+  // Add observer to jury group
+  if (observerUser) {
+    await prisma.juryGroupMember.create({
+      data: {
+        juryGroupId: juryGroup.id,
+        userId: observerUser.id,
+        role: 'OBSERVER',
+      },
+    })
+  }
+
+  // 8. Rounds (INTAKE=ACTIVE, rest=DRAFT)
+  const rounds = await Promise.all(
+    ROUND_DEFINITIONS.map((rd) =>
+      prisma.round.create({
+        data: {
+          competitionId: competition.id,
+          name: rd.name,
+          slug: rd.slug,
+          roundType: rd.roundType,
+          status: rd.sortOrder === 0 ? 'ROUND_ACTIVE' : 'ROUND_DRAFT',
+          sortOrder: rd.sortOrder,
+          juryGroupId: rd.roundType === 'EVALUATION' ? juryGroup.id : undefined,
+          windowOpenAt: rd.sortOrder === 0 ? new Date(Date.now() - 7 * 24 * 60 * 60 * 1000) : undefined,
+          windowCloseAt: rd.sortOrder === 0 ? new Date(Date.now() + 30 * 24 * 60 * 60 * 1000) : undefined,
+        },
+      })
+    )
+  )
+
+  const intakeRound = rounds[0]
+  const evaluationRound = rounds[2]
+
+  // 9. Evaluation form on the evaluation round
+  const evalForm = await prisma.evaluationForm.create({
+    data: {
+      roundId: evaluationRound.id,
+      version: 1,
+      isActive: true,
+      criteriaJson: [
+        { id: 'innovation', label: 'Innovation & Originality', description: 'Novelty of approach and potential impact', scale: '1-10', weight: 30, required: true },
+        { id: 'feasibility', label: 'Technical Feasibility', description: 'Viability of implementation and scalability', scale: '1-10', weight: 40, required: true },
+        { id: 'ocean_impact', label: 'Ocean Impact Potential', description: 'Direct benefit to marine ecosystems', scale: '1-10', weight: 30, required: true },
+      ],
+      scalesJson: { '1-10': { min: 1, max: 10, labels: { 1: 'Poor', 5: 'Average', 10: 'Excellent' } } },
+    },
+  })
+
+  // 10. ProjectRoundState for all projects in INTAKE round (PENDING)
+  await Promise.all(
+    projects.map((proj) =>
+      prisma.projectRoundState.create({
+        data: {
+          projectId: proj.id,
+          roundId: intakeRound.id,
+          state: 'PENDING',
+        },
+      })
+    )
+  )
+
+  // 11. Assignments — 5 projects per jury member in evaluation round (round-robin)
+  const assignmentsPerJury = 5
+  const assignmentData: Array<{ userId: string; projectId: string; roundId: string; juryGroupId: string }> = []
+
+  for (let j = 0; j < juryUsers.length; j++) {
+    for (let a = 0; a < assignmentsPerJury; a++) {
+      const projectIdx = (j * 2 + a) % projects.length
+      const key = `${juryUsers[j].id}-${projects[projectIdx].id}`
+      // Avoid duplicate assignments
+      if (!assignmentData.some((ad) => ad.userId === juryUsers[j].id && ad.projectId === projects[projectIdx].id)) {
+        assignmentData.push({
+          userId: juryUsers[j].id,
+          projectId: projects[projectIdx].id,
+          roundId: evaluationRound.id,
+          juryGroupId: juryGroup.id,
+        })
+      }
+    }
+  }
+
+  const assignments = await Promise.all(
+    assignmentData.map((ad) =>
+      prisma.assignment.create({
+        data: {
+          userId: ad.userId,
+          projectId: ad.projectId,
+          roundId: ad.roundId,
+          juryGroupId: ad.juryGroupId,
+          method: 'MANUAL',
+          isCompleted: false,
+        },
+      })
+    )
+  )
+
+  // 12. Partial evaluations — first 2 jury members score their first 3-4 assignments
+  const evalJurors = juryUsers.slice(0, 2)
+  for (const juror of evalJurors) {
+    const jurorAssignments = assignments.filter((a) => a.userId === juror.id).slice(0, 3 + Math.round(Math.random()))
+
+    for (const assignment of jurorAssignments) {
+      const innovationScore = 5 + Math.floor(Math.random() * 5) // 5-9
+      const feasibilityScore = 4 + Math.floor(Math.random() * 5) // 4-8
+      const impactScore = 5 + Math.floor(Math.random() * 4) // 5-8
+      const globalScore = Math.round((innovationScore * 0.3 + feasibilityScore * 0.4 + impactScore * 0.3))
+
+      await prisma.evaluation.create({
+        data: {
+          assignmentId: assignment.id,
+          formId: evalForm.id,
+          status: 'SUBMITTED',
+          criterionScoresJson: {
+            innovation: innovationScore,
+            feasibility: feasibilityScore,
+            ocean_impact: impactScore,
+          },
+          globalScore,
+          binaryDecision: globalScore >= 6,
+          feedbackText: `Strong project with notable ${innovationScore >= 7 ? 'innovation' : 'potential'}. ${feasibilityScore >= 7 ? 'Highly feasible approach.' : 'Implementation timeline needs refinement.'}`,
+          submittedAt: new Date(Date.now() - Math.floor(Math.random() * 3 * 24 * 60 * 60 * 1000)),
+        },
+      })
+
+      // Mark assignment as completed
+      await prisma.assignment.update({
+        where: { id: assignment.id },
+        data: { isCompleted: true },
+      })
+    }
+  }
+
+  // 13. Advancement rules linking consecutive rounds
+  for (let i = 0; i < rounds.length - 1; i++) {
+    await prisma.advancementRule.create({
+      data: {
+        roundId: rounds[i].id,
+        ruleType: 'ADMIN_SELECTION',
+        configJson: {},
+      },
+    })
+  }
+
+  return {
+    programId: program.id,
+    competitionId: competition.id,
+    users: createdUsers,
+    projectCount: projects.length,
+    roundCount: rounds.length,
+  }
+}
+
+/**
+ * Tear down the test environment — delete all test data.
+ * Follows reverse-dependency order to avoid FK constraint errors.
+ */
+export async function tearDownTestEnvironment(
+  prisma: PrismaClient,
+  programId: string
+): Promise<void> {
+  // Verify this is actually a test program
+  const program = await prisma.program.findUnique({
+    where: { id: programId },
+    select: { isTest: true },
+  })
+  if (!program?.isTest) {
+    throw new Error('Cannot tear down a non-test program')
+  }
+
+  // Get all test competition IDs
+  const competitions = await prisma.competition.findMany({
+    where: { programId, isTest: true },
+    select: { id: true },
+  })
+  const competitionIds = competitions.map((c) => c.id)
+
+  // Get all round IDs
+  const rounds = await prisma.round.findMany({
+    where: { competitionId: { in: competitionIds } },
+    select: { id: true },
+  })
+  const roundIds = rounds.map((r) => r.id)
+
+  // Get all test project IDs
+  const projects = await prisma.project.findMany({
+    where: { programId, isTest: true },
+    select: { id: true },
+  })
+  const projectIds = projects.map((p) => p.id)
+
+  // Get all test user IDs
+  const users = await prisma.user.findMany({
+    where: { isTest: true },
+    select: { id: true },
+  })
+  const userIds = users.map((u) => u.id)
+
+  // Delete in reverse-dependency order
+
+  // Deliberation data
+  if (roundIds.length > 0) {
+    await prisma.deliberationVote.deleteMany({ where: { session: { roundId: { in: roundIds } } } })
+    await prisma.deliberationResult.deleteMany({ where: { session: { roundId: { in: roundIds } } } })
+    await prisma.deliberationParticipant.deleteMany({ where: { session: { roundId: { in: roundIds } } } })
+    await prisma.deliberationSession.deleteMany({ where: { roundId: { in: roundIds } } })
+  }
+
+  // Decision/Audit
+  if (competitionIds.length > 0) {
+    await prisma.resultLock.deleteMany({ where: { competitionId: { in: competitionIds } } })
+  }
+  if (roundIds.length > 0) {
+    await prisma.decisionAuditLog.deleteMany({
+      where: { entityType: 'Round', entityId: { in: roundIds } },
+    })
+  }
+
+  // Evaluations → Assignments
+  if (roundIds.length > 0) {
+    await prisma.evaluation.deleteMany({ where: { assignment: { roundId: { in: roundIds } } } })
+    await prisma.conflictOfInterest.deleteMany({ where: { assignment: { roundId: { in: roundIds } } } })
+    await prisma.assignmentException.deleteMany({ where: { assignment: { roundId: { in: roundIds } } } })
+    await prisma.assignment.deleteMany({ where: { roundId: { in: roundIds } } })
+  }
+
+  // Project round states
+  if (roundIds.length > 0) {
+    await prisma.projectRoundState.deleteMany({ where: { roundId: { in: roundIds } } })
+  }
+
+  // Filtering
+  if (roundIds.length > 0) {
+    await prisma.filteringResult.deleteMany({ where: { roundId: { in: roundIds } } })
+    await prisma.filteringRule.deleteMany({ where: { roundId: { in: roundIds } } })
+  }
+
+  // Evaluation forms & advancement rules
+  if (roundIds.length > 0) {
+    await prisma.evaluationForm.deleteMany({ where: { roundId: { in: roundIds } } })
+    await prisma.advancementRule.deleteMany({ where: { roundId: { in: roundIds } } })
+  }
+
+  // Live voting
+  if (roundIds.length > 0) {
+    await prisma.liveVote.deleteMany({ where: { session: { roundId: { in: roundIds } } } })
+    await prisma.liveVotingSession.deleteMany({ where: { roundId: { in: roundIds } } })
+  }
+
+  // Assignment intents and policies
+  if (roundIds.length > 0) {
+    await prisma.assignmentIntent.deleteMany({ where: { roundId: { in: roundIds } } })
+  }
+
+  // Reminder logs
+  if (roundIds.length > 0) {
+    await prisma.reminderLog.deleteMany({ where: { roundId: { in: roundIds } } })
+  }
+
+  // Jury groups
+  if (competitionIds.length > 0) {
+    await prisma.juryGroupMember.deleteMany({ where: { juryGroup: { competitionId: { in: competitionIds } } } })
+    await prisma.juryGroup.deleteMany({ where: { competitionId: { in: competitionIds } } })
+  }
+
+  // Submission windows
+  if (competitionIds.length > 0) {
+    await prisma.roundSubmissionVisibility.deleteMany({ where: { submissionWindow: { competitionId: { in: competitionIds } } } })
+    await prisma.submissionWindow.deleteMany({ where: { competitionId: { in: competitionIds } } })
+  }
+
+  // Rounds
+  if (competitionIds.length > 0) {
+    await prisma.round.deleteMany({ where: { competitionId: { in: competitionIds } } })
+  }
+
+  // Project-related data
+  if (projectIds.length > 0) {
+    await prisma.evaluationSummary.deleteMany({ where: { projectId: { in: projectIds } } })
+    await prisma.evaluationDiscussion.deleteMany({ where: { projectId: { in: projectIds } } })
+    await prisma.awardEligibility.deleteMany({ where: { projectId: { in: projectIds } } })
+    await prisma.awardVote.deleteMany({ where: { projectId: { in: projectIds } } })
+    await prisma.projectTag.deleteMany({ where: { projectId: { in: projectIds } } })
+    await prisma.projectStatusHistory.deleteMany({ where: { projectId: { in: projectIds } } })
+    await prisma.mentorMessage.deleteMany({ where: { projectId: { in: projectIds } } })
+    await prisma.mentorAssignment.deleteMany({ where: { projectId: { in: projectIds } } })
+    await prisma.cohortProject.deleteMany({ where: { projectId: { in: projectIds } } })
+    await prisma.teamMember.deleteMany({ where: { projectId: { in: projectIds } } })
+    await prisma.projectFile.deleteMany({ where: { projectId: { in: projectIds } } })
+  }
+
+  // Special awards
+  if (competitionIds.length > 0) {
+    await prisma.specialAward.deleteMany({ where: { competitionId: { in: competitionIds } } })
+  }
+
+  // Competitions
+  await prisma.competition.deleteMany({ where: { programId, isTest: true } })
+
+  // Projects
+  await prisma.project.deleteMany({ where: { programId, isTest: true } })
+
+  // Audit logs from test users
+  if (userIds.length > 0) {
+    await prisma.auditLog.deleteMany({ where: { userId: { in: userIds } } })
+    await prisma.notificationLog.deleteMany({ where: { userId: { in: userIds } } })
+  }
+
+  // Users
+  await prisma.user.deleteMany({ where: { isTest: true } })
+
+  // Program
+  await prisma.program.deleteMany({ where: { id: programId, isTest: true } })
+
+  // Clean up email redirect setting
+  await prisma.systemSettings.deleteMany({ where: { key: 'test_email_redirect' } })
+}

src/server/utils/ai-usage.ts

@@ -29,6 +29,7 @@ export interface LogAIUsageInput {
   entityType?: string
   entityId?: string
   model: string
+  provider?: string
   promptTokens: number
   completionTokens: number
   totalTokens: number
@@ -98,6 +99,13 @@ const MODEL_PRICING: Record<string, ModelPricing> = {
 
   // o4 reasoning models (future-proofing)
   'o4-mini': { input: 1.1, output: 4.4 },
+
+  // Anthropic Claude models
+  'claude-opus-4-5-20250514': { input: 15.0, output: 75.0 },
+  'claude-sonnet-4-5-20250514': { input: 3.0, output: 15.0 },
+  'claude-haiku-3-5-20241022': { input: 0.8, output: 4.0 },
+  'claude-opus-4-20250514': { input: 15.0, output: 75.0 },
+  'claude-sonnet-4-20250514': { input: 3.0, output: 15.0 },
 }
 
 // Default pricing for unknown models (conservative estimate)
@@ -150,6 +158,16 @@ function getModelPricing(model: string): ModelPricing {
   if (modelLower.startsWith('o4')) {
     return MODEL_PRICING['o4-mini'] || DEFAULT_PRICING
   }
+  // Anthropic Claude prefix fallbacks
+  if (modelLower.startsWith('claude-opus')) {
+    return { input: 15.0, output: 75.0 }
+  }
+  if (modelLower.startsWith('claude-sonnet')) {
+    return { input: 3.0, output: 15.0 }
+  }
+  if (modelLower.startsWith('claude-haiku')) {
+    return { input: 0.8, output: 4.0 }
+  }
 
   return DEFAULT_PRICING
 }
@@ -200,6 +218,7 @@ export async function logAIUsage(input: LogAIUsageInput): Promise<void> {
         entityType: input.entityType,
         entityId: input.entityId,
         model: input.model,
+        provider: input.provider,
         promptTokens: input.promptTokens,
         completionTokens: input.completionTokens,
         totalTokens: input.totalTokens,