Add class markbook tab

From KC's 2nd review:
- z-order: boundaries, preamble bands and container frames drawn behind; figures,
  responses and parts on top (a figure's description tooltip is no longer blocked
  by the preamble box). Preamble + containers are pointerEvents:none.
- the 'large box around all content' is gone: a container renders as a small
  corner tab (label + total marks), not an enclosing box; intermediate part-groups
  keep a faint dashed nesting frame. Main-question extent is shown by its boundaries.
- MC 'tick N' count (select_n) surfaced next to the option boxes.
- fixed the spurious 'overlapping shapes' review flag on containers (they legitimately
  enclose their children; only genuine partial overlaps between non-containers flag now).
tsc clean; 7/7 model tests pass.

Co-Authored-By: Claude Opus 4.8 <[email protected]>
Claude-Session: https://claude.ai/code/session_01GruxHXxfdp4kZCgAMVFgvV

Dockerfile

@@ -7,13 +7,37 @@ RUN if [ ! -f package-lock.json ]; then npm install --package-lock-only; fi && n
 
 COPY . .
 
-# Vite bakes VITE_* values at build time, so compose must choose the env file
-# during image build, not only at container runtime.
-ARG ENV_FILE=.env
-COPY ${ENV_FILE} .env
-
-# Run build with production mode
-RUN npm run build -- --mode production
+# Vite bakes VITE_* values at build time. Pass the public VITE_* values as
+# build args (docker compose --env-file .env.dev) instead of COPYing an env file;
+# service-host worktrees keep .env.dev as a symlink outside the Docker context.
+ARG VITE_API_BASE
+ARG VITE_API_URL
+ARG VITE_APP_NAME
+ARG VITE_APP_HMR_URL
+ARG VITE_DEV
+ARG VITE_FRONTEND_SITE_URL
+ARG VITE_SEARCH_URL
+ARG VITE_SUPABASE_ANON_KEY
+ARG VITE_SUPABASE_URL
+ARG VITE_SUPER_ADMIN_EMAIL
+ARG VITE_TLSYNC_URL
+ARG VITE_WHISPERLIVE_URL
+# Run build with production mode. Keep these as build-step environment values
+# rather than final-image ENV entries; Vite still embeds the public client config
+# into the static bundle, but nginx image metadata does not need them.
+RUN VITE_API_BASE="${VITE_API_BASE}" \
+    VITE_API_URL="${VITE_API_URL}" \
+    VITE_APP_NAME="${VITE_APP_NAME}" \
+    VITE_APP_HMR_URL="${VITE_APP_HMR_URL}" \
+    VITE_DEV="${VITE_DEV}" \
+    VITE_FRONTEND_SITE_URL="${VITE_FRONTEND_SITE_URL}" \
+    VITE_SEARCH_URL="${VITE_SEARCH_URL}" \
+    VITE_SUPABASE_ANON_KEY="${VITE_SUPABASE_ANON_KEY}" \
+    VITE_SUPABASE_URL="${VITE_SUPABASE_URL}" \
+    VITE_SUPER_ADMIN_EMAIL="${VITE_SUPER_ADMIN_EMAIL}" \
+    VITE_TLSYNC_URL="${VITE_TLSYNC_URL}" \
+    VITE_WHISPERLIVE_URL="${VITE_WHISPERLIVE_URL}" \
+    npm run build -- --mode production
 
 FROM nginx:alpine
 # Copy built files
@@ -31,6 +55,33 @@ RUN echo 'server { \
     expires -1; \
     add_header Cache-Control "no-store, no-cache, must-revalidate"; \
     } \
+    location = /health { \
+    proxy_pass http://192.168.0.64:18000/health; \
+    proxy_set_header Host $host; \
+    proxy_set_header X-Real-IP $remote_addr; \
+    proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for; \
+    } \
+    location /__ccapi/ { \
+    proxy_pass http://192.168.0.64:18000/; \
+    proxy_set_header Host $host; \
+    proxy_set_header X-Real-IP $remote_addr; \
+    proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for; \
+    } \
+    location /__supabase/ { \
+    proxy_pass http://192.168.0.94:8000/; \
+    proxy_set_header Host $host; \
+    proxy_set_header X-Real-IP $remote_addr; \
+    proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for; \
+    proxy_set_header Upgrade $http_upgrade; \
+    proxy_set_header Connection "upgrade"; \
+    proxy_http_version 1.1; \
+    } \
+    location /api/ { \
+    proxy_pass http://192.168.0.64:18000/api/; \
+    proxy_set_header Host $host; \
+    proxy_set_header X-Real-IP $remote_addr; \
+    proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for; \
+    } \
     location / { \
     try_files $uri $uri/ /index.html; \
     expires 30d; \

docker-compose.dev.yml

@@ -16,7 +16,28 @@ services:
       context: .
       dockerfile: Dockerfile
       args:
-        ENV_FILE: .env.dev
+        # app-dev is served by nginx on the app host; browser API calls must stay
+        # same-origin and pass through Dockerfile's /__ccapi proxy. The proxy
+        # strips that prefix before forwarding, preserving mixed backend routes
+        # such as /api/exam, /me/bootstrap, and /database/timetable.
+        # Supabase is likewise routed same-origin via Dockerfile's /__supabase
+        # proxy -> dev Supabase .94 (no CORS, browser-network-agnostic). The
+        # leading-slash URL is resolved against window.location.origin in
+        # supabaseClient.ts. Provide the matching .94 anon key as a build arg
+        # (VITE_SUPABASE_ANON_KEY) so it pairs with the .94 backend.
+        # .env.dev still points at the LAN API/Supabase for local Vite/dev tooling.
+        VITE_API_BASE: /__ccapi
+        VITE_API_URL: /__ccapi
+        VITE_SUPABASE_URL: /__supabase
+        VITE_APP_NAME: ${VITE_APP_NAME:-Classroom Copilot}
+        VITE_APP_HMR_URL: ${VITE_APP_HMR_URL:-}
+        VITE_DEV: ${VITE_DEV:-false}
+        VITE_FRONTEND_SITE_URL: ${VITE_FRONTEND_SITE_URL:-}
+        VITE_SEARCH_URL: ${VITE_SEARCH_URL:-}
+        VITE_SUPABASE_ANON_KEY: ${VITE_SUPABASE_ANON_KEY:-}
+        VITE_SUPER_ADMIN_EMAIL: ${VITE_SUPER_ADMIN_EMAIL:-}
+        VITE_TLSYNC_URL: ${VITE_TLSYNC_URL:-}
+        VITE_WHISPERLIVE_URL: ${VITE_WHISPERLIVE_URL:-}
     env_file:
       - .env.dev
     ports:

src/AppRoutes.admin.test.tsx

@@ -34,6 +34,10 @@ vi.mock('./pages/tldraw/multiplayerUser', () => ({ default: () => <div>Multiplay
 vi.mock('./pages/exam', () => ({
   ExamDashboardPage: () => <div>Exam Marker</div>,
   ExamTemplateSetupPage: () => <div>Exam Template Setup</div>,
+  MarkSchemePage: () => <div>Mark Scheme editor</div>,
+  ExamMarkingPage: () => <div>Exam Marking</div>,
+  ExamResultsPage: () => <div>Exam Results</div>,
+  ResultsWidget: () => <div>Results Widget</div>,
 }));
 vi.mock('./pages/user/calendarPage', () => ({ default: () => <div>Calendar</div> }));
 vi.mock('./pages/user/settingsPage', () => ({ default: () => <div>Settings</div> }));
@@ -125,3 +129,22 @@ describe('/admin route authorization', () => {
     expect(screen.getByText('Platform Admin Page')).toBeInTheDocument();
   });
 });
+
+
+describe('exam-marker routes', () => {
+  beforeEach(() => {
+    mockUseAuth.mockReset();
+  });
+
+  it('renders the mark scheme editor route for authenticated users', () => {
+    mockUseAuth.mockReturnValue(authState({
+      user: { id: 'teacher-1', email: '[email protected]', user_type: 'email_teacher' },
+      user_role: 'email_teacher',
+      accessToken: 'token',
+    }));
+
+    renderAt('/exam-marker/template-123/marks');
+
+    expect(screen.getByText('Mark Scheme editor')).toBeInTheDocument();
+  });
+});

src/AppRoutes.tsx

@@ -7,7 +7,7 @@ import LoginPage from './pages/auth/loginPage';
 import SignupPage from './pages/auth/signupPage';
 import SinglePlayerPage from './pages/tldraw/singlePlayerPage';
 import MultiplayerUser from './pages/tldraw/multiplayerUser';
-import { ExamDashboardPage, ExamTemplateSetupPage } from './pages/exam';
+import { ExamDashboardPage, ExamMarkingPage, ExamResultsPage, ExamTemplateSetupPage, MarkSchemePage, QuestionBankPage, CorpusPage } from './pages/exam';
 import { ErrorBoundary } from './components/ErrorBoundary';
 import CalendarPage from './pages/user/calendarPage';
 import SettingsPage from './pages/user/settingsPage';
@@ -169,6 +169,7 @@ const AppRoutes: React.FC = () => {
             <Route path="/classes" element={<ClassesPage />} />
             <Route path="/my-classes" element={<MyClassesPage />} />
             <Route path="/classes/:classId" element={<ClassDetailPage />} />
+            <Route path="/timetable/classes/:classId" element={<ClassDetailPage />} />
             <Route path="/student-lessons" element={<StudentLessonsPage />} />
             <Route path="/lesson-plans" element={<LessonPlansPage />} />
             <Route path="/lesson-plans/:planId" element={<LessonPlanDetailPage />} />
@@ -183,7 +184,12 @@ const AppRoutes: React.FC = () => {
             <Route path="/search" element={<SearxngPage />} />
             <Route path="/teacher-planner" element={<TeacherPlanner />} />
             <Route path="/exam-marker" element={<ErrorBoundary><ExamDashboardPage /></ErrorBoundary>} />
+            <Route path="/exam-marker/bank" element={<ErrorBoundary><QuestionBankPage /></ErrorBoundary>} />
+            <Route path="/exam-marker/corpus" element={<ErrorBoundary><CorpusPage /></ErrorBoundary>} />
             <Route path="/exam-marker/:templateId/setup" element={<ErrorBoundary><ExamTemplateSetupPage /></ErrorBoundary>} />
+            <Route path="/exam-marker/:templateId/marks" element={<ErrorBoundary><MarkSchemePage /></ErrorBoundary>} />
+            <Route path="/exam-marker/:batchId/mark" element={<ErrorBoundary><ExamMarkingPage /></ErrorBoundary>} />
+            <Route path="/exam-marker/:batchId/results" element={<ErrorBoundary><ExamResultsPage /></ErrorBoundary>} />
             <Route path="/doc-intelligence/:fileId" element={<CCDocumentIntelligence />} />
             <Route path="/morphic" element={<MorphicPage />} />
             <Route path="/tldraw-dev" element={<TLDrawDevPage />} />

src/pages/auth/PlatformAdminPage.tsx

@@ -102,6 +102,17 @@ const PlatformAdminPage: React.FC = () => {
                 </Grid>
             )}
 
+            <Alert severity="warning" sx={{ mb: 3 }}>
+                <Typography variant="subtitle2" sx={{ fontWeight: 700 }}>Destructive reset scope: exam-corpus</Typography>
+                <Typography variant="body2">
+                    The <strong>exam-corpus</strong> reset is not limited to public papers. It wipes the entire
+                    exam-marker subsystem: public corpus/eb_* data, cc.examboards storage, templates, template
+                    layouts, questions, boundaries, response areas, marking batches, student submissions, and
+                    mark entries. Use it only when you intend to rebuild all exam-marker data; it does not reset
+                    schools, users, or timetable data.
+                </Typography>
+            </Alert>
+
             <Typography variant="subtitle2" sx={{ mb: 1 }}>Schools ({loading ? '…' : schools.length})</Typography>
 
             {loading ? (

src/pages/exam/CorpusPage.tsx

@@ -0,0 +1,156 @@
+import React, { useCallback, useEffect, useMemo, useState } from 'react';
+import { useNavigate } from 'react-router-dom';
+import {
+  Accordion, AccordionDetails, AccordionSummary, Alert, Box, Button, Chip, CircularProgress, Container,
+  Stack, Table, TableBody, TableCell, TableHead, TableRow, Typography,
+} from '@mui/material';
+import ArrowBackIcon from '@mui/icons-material/ArrowBack';
+import ExpandMoreIcon from '@mui/icons-material/ExpandMore';
+import CheckIcon from '@mui/icons-material/Check';
+import RemoveIcon from '@mui/icons-material/Remove';
+
+import { examRepository } from '../../services/exam/examRepository';
+import type { CorpusResponse, CorpusSpec, CorpusDocType } from '../../types/exam.types';
+
+const DOCS: CorpusDocType[] = ['QP', 'MS', 'ER'];
+const DOC_LABEL: Record<CorpusDocType, string> = { QP: 'Question papers', MS: 'Mark schemes', ER: 'Examiner reports' };
+const SCIENCES = new Set(['Biology', 'Chemistry', 'Physics']);
+
+const CorpusPage: React.FC = () => {
+  const navigate = useNavigate();
+  const [corpus, setCorpus] = useState<CorpusResponse | null>(null);
+  const [loading, setLoading] = useState(true);
+  const [error, setError] = useState<string | null>(null);
+  const [board, setBoard] = useState<string | null>(null);
+  const [level, setLevel] = useState<string | null>(null);
+  const [subject, setSubject] = useState<string | null>(null);
+  const [sciencesOnly, setSciencesOnly] = useState(true);
+
+  const load = useCallback(async () => {
+    setLoading(true); setError(null);
+    try { setCorpus(await examRepository.getCorpus()); }
+    catch (e) { setError(e instanceof Error ? e.message : String(e)); }
+    finally { setLoading(false); }
+  }, []);
+  useEffect(() => { void load(); }, [load]);
+
+  const allSpecs = useMemo<CorpusSpec[]>(
+    () => (corpus?.boards ?? []).flatMap((b) => b.specs),
+    [corpus],
+  );
+  const boards = useMemo(() => Array.from(new Set(allSpecs.map((s) => s.board))).sort(), [allSpecs]);
+  const levels = useMemo(() => Array.from(new Set(allSpecs.map((s) => s.level))).sort(), [allSpecs]);
+  const subjects = useMemo(() => Array.from(new Set(allSpecs.map((s) => s.subject))).sort(), [allSpecs]);
+
+  const specs = useMemo(() => allSpecs.filter((s) =>
+    (!board || s.board === board) && (!level || s.level === level) && (!subject || s.subject === subject)
+    && (!sciencesOnly || SCIENCES.has(s.subject))
+  ).sort((a, b) => (a.board + a.level + a.subject + a.spec_code).localeCompare(b.board + b.level + b.subject + b.spec_code)),
+    [allSpecs, board, level, subject, sciencesOnly]);
+
+  const filteredTotals = useMemo(() => specs.reduce((acc, s) => {
+    acc.specs += 1; acc.papers += s.n_papers;
+    DOCS.forEach((d) => { acc[d] += s.counts[d] ?? 0; });
+    return acc;
+  }, { specs: 0, papers: 0, QP: 0, MS: 0, ER: 0 } as Record<string, number>), [specs]);
+
+  return (
+    <Container maxWidth="lg" sx={{ py: 4 }}>
+      <Button size="small" startIcon={<ArrowBackIcon />} onClick={() => navigate('/exam-marker')} sx={{ mb: 1 }}>Exam Marker</Button>
+      <Typography variant="h4" component="h1" fontWeight={700}>Exam bank</Typography>
+      <Typography variant="body2" color="text.secondary" sx={{ mb: 2 }}>
+        The collected past-paper corpus — question papers, mark schemes and examiner reports per specification.
+      </Typography>
+
+      {error && <Alert severity="error" sx={{ mb: 2 }} onClose={() => setError(null)}>{error}</Alert>}
+
+      {loading ? (
+        <Box sx={{ display: 'flex', justifyContent: 'center', py: 6 }}><CircularProgress /></Box>
+      ) : (
+        <>
+          {/* Summary of the current selection */}
+          <Stack direction="row" spacing={1} flexWrap="wrap" useFlexGap sx={{ mb: 2 }}>
+            <Chip color="default" label={`${filteredTotals.specs} specifications`} />
+            <Chip color="default" label={`${filteredTotals.papers} papers`} />
+            <Chip color="primary" variant="outlined" label={`${filteredTotals.QP} question papers`} />
+            <Chip color="success" variant="outlined" label={`${filteredTotals.MS} mark schemes`} />
+            <Chip color="warning" variant="outlined" label={`${filteredTotals.ER} examiner reports`} />
+          </Stack>
+
+          {/* Filters */}
+          <Stack spacing={0.75} sx={{ mb: 2 }}>
+            <Stack direction="row" spacing={0.75} alignItems="center" flexWrap="wrap" useFlexGap>
+              <Chip size="small" color={sciencesOnly ? 'secondary' : 'default'} variant={sciencesOnly ? 'filled' : 'outlined'} label="Sciences only" onClick={() => setSciencesOnly((v) => !v)} />
+              <Box sx={{ width: 12 }} />
+              <Typography variant="caption" color="text.secondary">Board:</Typography>
+              <Chip size="small" label="all" variant={board ? 'outlined' : 'filled'} color={board ? 'default' : 'primary'} onClick={() => setBoard(null)} />
+              {boards.map((b) => <Chip key={b} size="small" label={b} variant={board === b ? 'filled' : 'outlined'} color={board === b ? 'primary' : 'default'} onClick={() => setBoard(b)} />)}
+            </Stack>
+            <Stack direction="row" spacing={0.75} alignItems="center" flexWrap="wrap" useFlexGap>
+              <Typography variant="caption" color="text.secondary">Level:</Typography>
+              <Chip size="small" label="all" variant={level ? 'outlined' : 'filled'} color={level ? 'default' : 'primary'} onClick={() => setLevel(null)} />
+              {levels.map((l) => <Chip key={l} size="small" label={l} variant={level === l ? 'filled' : 'outlined'} color={level === l ? 'primary' : 'default'} onClick={() => setLevel(l)} />)}
+              {!sciencesOnly && (<>
+                <Box sx={{ width: 12 }} />
+                <Typography variant="caption" color="text.secondary">Subject:</Typography>
+                <Chip size="small" label="all" variant={subject ? 'outlined' : 'filled'} color={subject ? 'default' : 'primary'} onClick={() => setSubject(null)} />
+                {subjects.map((s) => <Chip key={s} size="small" label={s} variant={subject === s ? 'filled' : 'outlined'} color={subject === s ? 'primary' : 'default'} onClick={() => setSubject(s)} />)}
+              </>)}
+            </Stack>
+          </Stack>
+
+          {specs.length === 0 ? (
+            <Alert severity="info">No specifications match the current filters.</Alert>
+          ) : specs.map((s) => (
+            <Accordion key={s.spec_code} disableGutters>
+              <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+                <Box sx={{ display: 'flex', alignItems: 'center', gap: 1.5, flexWrap: 'wrap', width: '100%' }}>
+                  <Typography sx={{ fontWeight: 700, minWidth: 260 }}>
+                    {s.level} {s.subject} <Typography component="span" color="text.secondary" variant="body2">· {s.spec_code}</Typography>
+                  </Typography>
+                  <Chip size="small" label={`${s.n_papers} papers`} />
+                  <Box sx={{ flex: 1 }} />
+                  {DOCS.map((d) => (
+                    <Chip key={d} size="small" variant="outlined"
+                      color={s.counts[d] ? (d === 'QP' ? 'primary' : d === 'MS' ? 'success' : 'warning') : 'default'}
+                      label={`${d} ${s.counts[d] ?? 0}`} />
+                  ))}
+                </Box>
+              </AccordionSummary>
+              <AccordionDetails sx={{ p: 0 }}>
+                <Box sx={{ overflowX: 'auto' }}>
+                  <Table size="small">
+                    <TableHead>
+                      <TableRow>
+                        <TableCell>Session</TableCell>
+                        <TableCell>Paper</TableCell>
+                        <TableCell>Tier</TableCell>
+                        {DOCS.map((d) => <TableCell key={d} align="center">{DOC_LABEL[d]}</TableCell>)}
+                      </TableRow>
+                    </TableHead>
+                    <TableBody>
+                      {s.papers.map((p, i) => (
+                        <TableRow key={`${p.paper_code}-${p.session}-${i}`} hover>
+                          <TableCell>{p.session ?? '—'}</TableCell>
+                          <TableCell>{p.paper_code ?? '—'}</TableCell>
+                          <TableCell>{p.tier ?? '—'}</TableCell>
+                          {DOCS.map((d) => (
+                            <TableCell key={d} align="center">
+                              {p.docs[d] ? <CheckIcon fontSize="small" color="success" /> : <RemoveIcon fontSize="small" color="disabled" />}
+                            </TableCell>
+                          ))}
+                        </TableRow>
+                      ))}
+                    </TableBody>
+                  </Table>
+                </Box>
+              </AccordionDetails>
+            </Accordion>
+          ))}
+        </>
+      )}
+    </Container>
+  );
+};
+
+export default CorpusPage;

src/pages/exam/ExamDashboardPage.tsx

@@ -24,6 +24,9 @@ import ArchiveIcon from '@mui/icons-material/Archive';
 import AssignmentIcon from '@mui/icons-material/Assignment';
 import ContentCopyIcon from '@mui/icons-material/ContentCopy';
 import EditIcon from '@mui/icons-material/Edit';
+import GradingIcon from '@mui/icons-material/Grading';
+import PlaylistAddCheckIcon from '@mui/icons-material/PlaylistAddCheck';
+import LibraryBooksIcon from '@mui/icons-material/LibraryBooks';
 
 import { useAuth } from '../../contexts/AuthContext';
 import { examRepository } from '../../services/exam/examRepository';
@@ -232,9 +235,17 @@ const ExamDashboardPage: React.FC = () => {
               Build multiple named templates for the same paper, version them as your setup changes, and archive drafts you no longer need.
             </Typography>
           </Box>
+          <Stack direction="row" spacing={1}>
+            <Button variant="outlined" startIcon={<LibraryBooksIcon />} onClick={() => navigate('/exam-marker/corpus')}>
+              Exam bank
+            </Button>
+            <Button variant="outlined" startIcon={<PlaylistAddCheckIcon />} onClick={() => navigate('/exam-marker/bank')}>
+              Question bank
+            </Button>
             <Button variant="contained" startIcon={<AddIcon />} onClick={openCreate}>
               New template
             </Button>
+          </Stack>
         </Box>
 
         {error && (
@@ -320,6 +331,16 @@ const ExamDashboardPage: React.FC = () => {
                               Updated {new Date(t.updated_at).toLocaleDateString()}
                             </Typography>
                           </Box>
+                          <Stack direction="row" spacing={1} sx={{ pt: 0.5 }}>
+                            <Button
+                              size="small"
+                              variant="outlined"
+                              onClick={(e) => { e.stopPropagation(); navigate(`/exam-marker/${t.id}/marks`); }}
+                              startIcon={<GradingIcon fontSize="small" />}
+                            >
+                              Edit marks
+                            </Button>
+                          </Stack>
                         </Paper>
                       </Grid>
                     );

src/pages/exam/ExamMarkingPage.tsx

@@ -0,0 +1,280 @@
+import React, { useCallback, useEffect, useMemo, useRef, useState } from 'react';
+import { useNavigate, useParams } from 'react-router-dom';
+import { v5 as uuidv5 } from 'uuid';
+import {
+  Alert,
+  Box,
+  Button,
+  Card,
+  CardContent,
+  Chip,
+  CircularProgress,
+  Container,
+  Divider,
+  List,
+  ListItemButton,
+  ListItemText,
+  Stack,
+  TextField,
+  Typography,
+} from '@mui/material';
+import ArrowBackIcon from '@mui/icons-material/ArrowBack';
+import SaveIcon from '@mui/icons-material/Save';
+import TableChartIcon from '@mui/icons-material/TableChart';
+import UploadFileIcon from '@mui/icons-material/UploadFile';
+
+import { examRepository } from '../../services/exam/examRepository';
+import type { BatchQueueResponse, ExamQuestion, ExamTemplateDetail, StudentSubmission } from '../../types/exam.types';
+
+const MARK_NAMESPACE = '3f2dbbeb-9b15-4f99-9b71-8c535f8dc3d0';
+
+function stableMarkId(batchId: string, submissionId: string, questionId: string) {
+  return uuidv5(`${batchId}:${submissionId}:${questionId}`, MARK_NAMESPACE);
+}
+
+const ExamMarkingPage: React.FC = () => {
+  const { batchId } = useParams<{ batchId: string }>();
+  const navigate = useNavigate();
+  const [queue, setQueue] = useState<BatchQueueResponse | null>(null);
+  const [template, setTemplate] = useState<ExamTemplateDetail | null>(null);
+  const [selectedId, setSelectedId] = useState<string | null>(null);
+  const [marks, setMarks] = useState<Record<string, string>>({});
+  const [comments, setComments] = useState<Record<string, string>>({});
+  const [loading, setLoading] = useState(true);
+  const [saving, setSaving] = useState(false);
+  const [message, setMessage] = useState<string | null>(null);
+  const [error, setError] = useState<string | null>(null);
+  const [uploading, setUploading] = useState(false);
+  const fileInputRef = useRef<HTMLInputElement | null>(null);
+
+  const load = useCallback(async () => {
+    if (!batchId) return;
+    setLoading(true);
+    setError(null);
+    try {
+      const nextQueue = await examRepository.getBatchQueue(batchId);
+      setQueue(nextQueue);
+      setTemplate(await examRepository.getTemplate(nextQueue.batch.template_id));
+      setSelectedId((current) => current ?? nextQueue.submissions[0]?.id ?? null);
+    } catch (e) {
+      setError(e instanceof Error ? e.message : String(e));
+    } finally {
+      setLoading(false);
+    }
+  }, [batchId]);
+
+  useEffect(() => {
+    void load();
+  }, [load]);
+
+  const markableQuestions = useMemo(
+    () => (template?.questions ?? []).filter((q) => !q.is_container).sort((a, b) => a.order - b.order),
+    [template],
+  );
+  const onScanFiles = useCallback(async (files: FileList | null) => {
+    if (!batchId || !files || files.length === 0) return;
+    setUploading(true); setError(null); setMessage(null);
+    let ok = 0;
+    const failures: string[] = [];
+    for (const file of Array.from(files)) {
+      try {
+        // 'ordered' assigns each scan to the next not-yet-submitted roster slot; unmatched scans
+        // become an unmatched submission the teacher can reconcile.
+        await examRepository.uploadScan(batchId, file, { matchingMethod: 'ordered' });
+        ok += 1;
+      } catch (e) {
+        failures.push(`${file.name}: ${e instanceof Error ? e.message : String(e)}`);
+      }
+    }
+    setUploading(false);
+    if (fileInputRef.current) fileInputRef.current.value = '';
+    await load();
+    if (ok) setMessage(`Uploaded ${ok} scan${ok === 1 ? '' : 's'}${failures.length ? `, ${failures.length} failed` : ''}`);
+    if (failures.length) setError(failures.join(' · '));
+  }, [batchId, load]);
+
+  const selected = queue?.submissions.find((s) => s.id === selectedId) ?? null;
+
+  const saveSelected = async () => {
+    if (!batchId || !selected) return;
+    setSaving(true);
+    setError(null);
+    setMessage(null);
+    try {
+      const writes = markableQuestions
+        .map((q) => ({ q, raw: marks[q.id], comment: comments[q.id] }))
+        .filter(({ raw, comment }) => raw !== undefined && raw !== '' || !!comment?.trim());
+      for (const { q, raw, comment } of writes) {
+        const awarded = raw === undefined || raw === '' ? 0 : Number(raw);
+        if (Number.isNaN(awarded) || awarded < 0 || awarded > (q.max_marks ?? Number.MAX_SAFE_INTEGER)) {
+          throw new Error(`Invalid mark for ${q.label}`);
+        }
+        await examRepository.upsertMark(stableMarkId(batchId, selected.id, q.id), {
+          submission_id: selected.id,
+          question_id: q.id,
+          awarded_marks: awarded,
+          comment: comment?.trim() || undefined,
+          confirmed: true,
+        });
+      }
+      setMessage(`Saved ${writes.length} mark${writes.length === 1 ? '' : 's'} for ${selected.student_name || selected.student_id || 'student'}.`);
+      setMarks({});
+      setComments({});
+      await load();
+    } catch (e) {
+      setError(e instanceof Error ? e.message : String(e));
+    } finally {
+      setSaving(false);
+    }
+  };
+
+  const chooseStudent = (submission: StudentSubmission) => {
+    setSelectedId(submission.id);
+    setMarks({});
+    setComments({});
+    setMessage(null);
+  };
+
+  if (loading) {
+    return <Box sx={{ display: 'flex', justifyContent: 'center', py: 8 }}><CircularProgress /></Box>;
+  }
+
+  if (error && !queue) {
+    return (
+      <Container maxWidth="lg" sx={{ py: 4 }}>
+        <Alert severity="error">{error}</Alert>
+        <Button sx={{ mt: 2 }} startIcon={<ArrowBackIcon />} onClick={() => navigate('/exam-marker')}>
+          Back to Exam Marker
+        </Button>
+      </Container>
+    );
+  }
+
+  return (
+    <Container maxWidth="xl" sx={{ py: 3 }}>
+      <Stack spacing={2}>
+        <Box sx={{ display: 'flex', alignItems: 'flex-start', justifyContent: 'space-between', gap: 2, flexWrap: 'wrap' }}>
+          <Box>
+            <Button size="small" startIcon={<ArrowBackIcon />} onClick={() => navigate('/exam-marker')} sx={{ mb: 1 }}>
+              Exam Marker
+            </Button>
+            <Typography variant="h4" component="h1" fontWeight={700}>{queue?.batch.title || 'Mark exam'}</Typography>
+            <Typography variant="body2" color="text.secondary">
+              {template?.title || queue?.batch.template_id} · {queue?.progress.total ?? 0} students in queue
+            </Typography>
+          </Box>
+          <Button variant="outlined" startIcon={<TableChartIcon />} onClick={() => batchId && navigate(`/exam-marker/${batchId}/results`)}>
+            Results
+          </Button>
+        </Box>
+
+        {error && <Alert severity="error" onClose={() => setError(null)}>{error}</Alert>}
+        {message && <Alert severity="success" onClose={() => setMessage(null)}>{message}</Alert>}
+        {markableQuestions.length === 0 && (
+          <Alert severity="warning">
+            This template has no markable parts yet. Add parts in template setup before entering marks.
+          </Alert>
+        )}
+
+        <Stack direction={{ xs: 'column', md: 'row' }} spacing={2} alignItems="stretch">
+          <Card variant="outlined" sx={{ width: { xs: '100%', md: 340 }, flexShrink: 0 }}>
+            <CardContent>
+              <Box sx={{ display: 'flex', alignItems: 'center', justifyContent: 'space-between', gap: 1, mb: 1 }}>
+                <Typography variant="h6">Marking queue</Typography>
+                <Button
+                  size="small"
+                  variant="outlined"
+                  startIcon={<UploadFileIcon fontSize="small" />}
+                  disabled={uploading}
+                  onClick={() => fileInputRef.current?.click()}
+                >
+                  {uploading ? 'Uploading…' : 'Upload scans'}
+                </Button>
+                <input
+                  ref={fileInputRef}
+                  type="file"
+                  accept="application/pdf"
+                  multiple
+                  hidden
+                  onChange={(e) => { void onScanFiles(e.target.files); }}
+                />
+              </Box>
+              <Typography variant="caption" color="text.secondary" sx={{ display: 'block', mb: 1 }}>
+                Scanned PDFs fill the roster in order; unmatched scans appear below to reconcile.
+              </Typography>
+              <Stack direction="row" spacing={1} sx={{ mb: 1 }} flexWrap="wrap" useFlexGap>
+                <Chip size="small" label={`${queue?.progress.total ?? 0} total`} />
+                <Chip size="small" label={`${queue?.progress.absent ?? 0} absent`} color="warning" variant="outlined" />
+                <Chip size="small" label={`${queue?.progress.complete ?? 0} complete`} color="success" variant="outlined" />
+              </Stack>
+              <List dense disablePadding>
+                {(queue?.submissions ?? []).map((submission) => (
+                  <ListItemButton
+                    key={submission.id}
+                    selected={submission.id === selectedId}
+                    onClick={() => chooseStudent(submission)}
+                    sx={{ borderRadius: 1, mb: 0.5 }}
+                  >
+                    <ListItemText
+                      primary={submission.student_name || submission.student_id || 'Unknown student'}
+                      secondary={`${submission.status} · ${submission.mark_entry_count ?? 0} marks`}
+                    />
+                    <Chip size="small" label={submission.status} color={submission.status === 'absent' ? 'warning' : 'default'} variant="outlined" />
+                  </ListItemButton>
+                ))}
+              </List>
+            </CardContent>
+          </Card>
+
+          <Card variant="outlined" sx={{ flex: 1 }}>
+            <CardContent>
+              {selected ? (
+                <Stack spacing={2}>
+                  <Box>
+                    <Typography variant="h6">{selected.student_name || selected.student_id || 'Unknown student'}</Typography>
+                    <Typography variant="body2" color="text.secondary">Status: {selected.status}</Typography>
+                  </Box>
+                  <Divider />
+                  {markableQuestions.map((q: ExamQuestion) => (
+                    <Stack key={q.id} direction={{ xs: 'column', sm: 'row' }} spacing={1.5} alignItems={{ xs: 'stretch', sm: 'center' }}>
+                      <Box sx={{ minWidth: 150 }}>
+                        <Typography variant="body2" fontWeight={700}>{q.label}</Typography>
+                        <Typography variant="caption" color="text.secondary">/ {q.max_marks} marks</Typography>
+                      </Box>
+                      <TextField
+                        label="Mark"
+                        type="number"
+                        size="small"
+                        inputProps={{ min: 0, max: q.max_marks, step: 0.5 }}
+                        value={marks[q.id] ?? ''}
+                        onChange={(e) => setMarks((prev) => ({ ...prev, [q.id]: e.target.value }))}
+                        sx={{ width: { xs: '100%', sm: 120 } }}
+                      />
+                      <TextField
+                        label="Comment"
+                        size="small"
+                        value={comments[q.id] ?? ''}
+                        onChange={(e) => setComments((prev) => ({ ...prev, [q.id]: e.target.value }))}
+                        sx={{ flex: 1 }}
+                      />
+                    </Stack>
+                  ))}
+                  <Box sx={{ display: 'flex', justifyContent: 'flex-end', gap: 1 }}>
+                    <Button onClick={() => navigate(`/exam-marker/${batchId}/results`)}>Skip to results</Button>
+                    <Button variant="contained" startIcon={<SaveIcon />} onClick={saveSelected} disabled={saving || markableQuestions.length === 0}>
+                      {saving ? 'Saving…' : 'Save marks'}
+                    </Button>
+                  </Box>
+                </Stack>
+              ) : (
+                <Typography color="text.secondary" sx={{ py: 4, textAlign: 'center' }}>No submissions in this batch.</Typography>
+              )}
+            </CardContent>
+          </Card>
+        </Stack>
+      </Stack>
+    </Container>
+  );
+};
+
+export default ExamMarkingPage;

src/pages/exam/ExamResultsPage.tsx

@@ -0,0 +1,177 @@
+import React, { useCallback, useEffect, useMemo, useState } from 'react';
+import { useNavigate, useParams } from 'react-router-dom';
+import {
+  Alert,
+  Box,
+  Button,
+  Chip,
+  CircularProgress,
+  Container,
+  Paper,
+  Stack,
+  Table,
+  TableBody,
+  TableCell,
+  TableContainer,
+  TableHead,
+  TableRow,
+  Typography,
+} from '@mui/material';
+import ArrowBackIcon from '@mui/icons-material/ArrowBack';
+import DownloadIcon from '@mui/icons-material/Download';
+import EditIcon from '@mui/icons-material/Edit';
+
+import { examRepository } from '../../services/exam/examRepository';
+import type { BatchResultsResponse } from '../../types/exam.types';
+
+function formatMark(value: number | null | undefined) {
+  return value === null || value === undefined ? '' : String(value);
+}
+
+const ExamResultsPage: React.FC = () => {
+  const { batchId } = useParams<{ batchId: string }>();
+  const navigate = useNavigate();
+  const [data, setData] = useState<BatchResultsResponse | null>(null);
+  const [loading, setLoading] = useState(true);
+  const [downloading, setDownloading] = useState(false);
+  const [error, setError] = useState<string | null>(null);
+
+  const load = useCallback(async () => {
+    if (!batchId) return;
+    setLoading(true);
+    setError(null);
+    try {
+      setData(await examRepository.getBatchResults(batchId));
+    } catch (e) {
+      setError(e instanceof Error ? e.message : String(e));
+    } finally {
+      setLoading(false);
+    }
+  }, [batchId]);
+
+  useEffect(() => {
+    void load();
+  }, [load]);
+
+  const summary = useMemo(() => {
+    const rows = data?.results ?? [];
+    const presentTotals = rows
+      .map((r) => r.total)
+      .filter((v): v is number => typeof v === 'number');
+    const average = presentTotals.length
+      ? presentTotals.reduce((sum, v) => sum + v, 0) / presentTotals.length
+      : null;
+    return {
+      total: rows.length,
+      absent: rows.filter((r) => r.status === 'absent' && r.total === null).length,
+      marked: rows.filter((r) => r.total !== null).length,
+      average,
+    };
+  }, [data]);
+
+  const downloadCsv = async () => {
+    if (!batchId) return;
+    setDownloading(true);
+    setError(null);
+    try {
+      const csv = await examRepository.getBatchCsv(batchId);
+      const blob = new Blob([csv], { type: 'text/csv;charset=utf-8' });
+      const url = URL.createObjectURL(blob);
+      const a = document.createElement('a');
+      a.href = url;
+      a.download = `batch-${batchId}.csv`;
+      document.body.appendChild(a);
+      a.click();
+      a.remove();
+      URL.revokeObjectURL(url);
+    } catch (e) {
+      setError(e instanceof Error ? e.message : String(e));
+    } finally {
+      setDownloading(false);
+    }
+  };
+
+  if (loading) {
+    return <Box sx={{ display: 'flex', justifyContent: 'center', py: 8 }}><CircularProgress /></Box>;
+  }
+
+  if (error || !data) {
+    return (
+      <Container maxWidth="lg" sx={{ py: 4 }}>
+        <Alert severity="error">{error || 'Results not found'}</Alert>
+        <Button sx={{ mt: 2 }} startIcon={<ArrowBackIcon />} onClick={() => navigate('/exam-marker')}>
+          Back to Exam Marker
+        </Button>
+      </Container>
+    );
+  }
+
+  return (
+    <Container maxWidth="xl" sx={{ py: 4 }}>
+      <Stack spacing={3}>
+        <Box sx={{ display: 'flex', alignItems: 'flex-start', justifyContent: 'space-between', gap: 2, flexWrap: 'wrap' }}>
+          <Box>
+            <Button size="small" startIcon={<ArrowBackIcon />} onClick={() => navigate('/exam-marker')} sx={{ mb: 1 }}>
+              Exam Marker
+            </Button>
+            <Typography variant="h4" component="h1" fontWeight={700}>
+              {data.batch.title || 'Exam results'}
+            </Typography>
+            <Typography variant="body2" color="text.secondary">
+              Batch {data.batch.id} · created {new Date(data.batch.created_at).toLocaleDateString('en-GB')}
+            </Typography>
+          </Box>
+          <Stack direction="row" spacing={1}>
+            <Button variant="outlined" startIcon={<EditIcon />} onClick={() => navigate(`/exam-marker/${data.batch.id}/mark`)}>
+              Mark
+            </Button>
+            <Button variant="contained" startIcon={<DownloadIcon />} onClick={downloadCsv} disabled={downloading}>
+              {downloading ? 'Preparing…' : 'Download CSV'}
+            </Button>
+          </Stack>
+        </Box>
+
+        <Stack direction="row" spacing={1} flexWrap="wrap" useFlexGap>
+          <Chip label={`${summary.total} students`} />
+          <Chip label={`${summary.marked} with marks`} color="success" variant="outlined" />
+          <Chip label={`${summary.absent} absent/no scan`} color="warning" variant="outlined" />
+          <Chip label={`Class average ${summary.average === null ? '—' : summary.average.toFixed(1)}`} color="primary" />
+        </Stack>
+
+        <TableContainer component={Paper} variant="outlined">
+          <Table size="small" stickyHeader>
+            <TableHead>
+              <TableRow>
+                <TableCell>Student</TableCell>
+                <TableCell>Status</TableCell>
+                {data.questions.map((q) => (
+                  <TableCell key={q.id} align="right">{q.label} / {q.max_marks}</TableCell>
+                ))}
+                <TableCell align="right">Total</TableCell>
+              </TableRow>
+            </TableHead>
+            <TableBody>
+              {data.results.map((row) => (
+                <TableRow key={row.submission_id} sx={row.status === 'absent' && row.total === null ? { opacity: 0.72 } : undefined}>
+                  <TableCell>
+                    <Typography variant="body2" fontWeight={600}>{row.student_name || row.student_id || 'Unknown student'}</Typography>
+                    {row.student_id && <Typography variant="caption" color="text.secondary">{row.student_id}</Typography>}
+                  </TableCell>
+                  <TableCell>
+                    <Chip size="small" label={row.status || 'unknown'} color={row.status === 'absent' ? 'warning' : 'default'} variant="outlined" />
+                  </TableCell>
+                  {data.questions.map((q) => (
+                    <TableCell key={q.id} align="right">{formatMark(row.marks[q.id])}</TableCell>
+                  ))}
+                  <TableCell align="right"><strong>{formatMark(row.total)}</strong></TableCell>
+                </TableRow>
+              ))}
+            </TableBody>
+          </Table>
+        </TableContainer>
+      </Stack>
+    </Container>
+  );
+};
+
+export default ExamResultsPage;

src/pages/exam/MarkSchemePage.tsx

@@ -0,0 +1,501 @@
+import React, { useCallback, useEffect, useMemo, useState } from 'react';
+import { useNavigate, useParams } from 'react-router-dom';
+import {
+  Alert,
+  Autocomplete,
+  Box,
+  Button,
+  Card,
+  CardContent,
+  Chip,
+  CircularProgress,
+  Container,
+  Divider,
+  FormControl,
+  Grid,
+  InputLabel,
+  MenuItem,
+  Paper,
+  Select,
+  Stack,
+  Tab,
+  Tabs,
+  TextField,
+  Typography,
+} from '@mui/material';
+import ArrowBackIcon from '@mui/icons-material/ArrowBack';
+import SaveIcon from '@mui/icons-material/Save';
+import SyncIcon from '@mui/icons-material/Sync';
+
+import { logger } from '../../debugConfig';
+import { examRepository } from '../../services/exam/examRepository';
+import type {
+  ExamQuestion,
+  ExamTemplateDetail,
+  MarkScheme,
+  MarkSchemeType,
+  SpecPoint,
+} from '../../types/exam.types';
+
+type Drafts = Record<string, PartDraft>;
+
+interface PartDraft {
+  max_marks: string;
+  answer_type: 'written' | 'mcq' | 'short' | 'diagram';
+  spec_ref: string;
+  schemeType: MarkSchemeType;
+  body: string;
+  notes: string;
+}
+
+const ANSWER_TYPES: Array<PartDraft['answer_type']> = ['written', 'short', 'mcq', 'diagram'];
+const SCHEME_TYPES: Array<{ value: MarkSchemeType; label: string; helper: string }> = [
+  { value: 'points', label: 'Points', helper: 'One mark point per line, e.g. "1 | Mentions resultant force".' },
+  { value: 'levels', label: 'Levels', helper: 'One level per line, e.g. "L2 | 3-4 | Clear linked explanation".' },
+  { value: 'parts', label: 'Parts', helper: 'One sub-part per line, e.g. "a | 2 | Correct substitution".' },
+  { value: 'checklist', label: 'Checklist', helper: 'One checklist item per line, e.g. "1 | Correct unit".' },
+  { value: 'free', label: 'Free text', helper: 'Paste or type the mark scheme exactly as it should be stored.' },
+];
+
+function deriveSpecCode(template: ExamTemplateDetail | null): string {
+  const examCode = template?.exam_code ?? '';
+  const match = examCode.match(/^([A-Z]+-[A-Z]+-\d+)/i);
+  return match?.[1] ?? '';
+}
+
+function schemeToDraft(scheme: MarkScheme | null | undefined): Pick<PartDraft, 'schemeType' | 'body' | 'notes'> {
+  const type = (scheme?.type as MarkSchemeType | undefined) ?? 'points';
+  const notes = typeof scheme?.notes === 'string' ? scheme.notes : '';
+
+  if (type === 'levels' && Array.isArray(scheme?.levels)) {
+    return {
+      schemeType: 'levels',
+      body: scheme.levels.map((l) => `${l.level ?? ''} | ${l.min ?? 0}-${l.max ?? 0} | ${l.descriptor ?? ''}`).join('\n'),
+      notes,
+    };
+  }
+  if (type === 'parts' && Array.isArray(scheme?.parts)) {
+    return {
+      schemeType: 'parts',
+      body: scheme.parts.map((p) => `${p.label ?? ''} | ${p.marks ?? 0} | ${p.guidance ?? ''}`).join('\n'),
+      notes,
+    };
+  }
+  if (type === 'checklist' && Array.isArray(scheme?.checklist)) {
+    return {
+      schemeType: 'checklist',
+      body: scheme.checklist.map((item) => `${item.marks ?? 1} | ${item.text ?? ''}`).join('\n'),
+      notes,
+    };
+  }
+  if (type === 'free') {
+    return { schemeType: 'free', body: typeof scheme?.text === 'string' ? scheme.text : '', notes };
+  }
+  if (Array.isArray(scheme?.points)) {
+    return {
+      schemeType: 'points',
+      body: scheme.points.map((p) => `${p.mark ?? 1} | ${p.text ?? ''}`).join('\n'),
+      notes,
+    };
+  }
+  return { schemeType: type, body: '', notes };
+}
+
+function parseNumber(value: string, fallback = 0): number {
+  const parsed = Number(value);
+  return Number.isFinite(parsed) ? parsed : fallback;
+}
+
+function splitLine(line: string): string[] {
+  return line.split('|').map((part) => part.trim());
+}
+
+function draftToScheme(draft: PartDraft): MarkScheme {
+  const lines = draft.body.split('\n').map((line) => line.trim()).filter(Boolean);
+  if (draft.schemeType === 'free') return { type: 'free', text: draft.body, notes: draft.notes || undefined };
+  if (draft.schemeType === 'levels') {
+    return {
+      type: 'levels',
+      levels: lines.map((line, idx) => {
+        const [level, range, descriptor] = splitLine(line);
+        const [minRaw, maxRaw] = (range || '').split('-').map((part) => part.trim());
+        return {
+          level: level || `L${idx + 1}`,
+          min: parseNumber(minRaw, 0),
+          max: parseNumber(maxRaw, parseNumber(minRaw, 0)),
+          descriptor: descriptor || line,
+        };
+      }),
+      notes: draft.notes || undefined,
+    };
+  }
+  if (draft.schemeType === 'parts') {
+    return {
+      type: 'parts',
+      parts: lines.map((line, idx) => {
+        const [label, marks, guidance] = splitLine(line);
+        return { label: label || String(idx + 1), marks: parseNumber(marks, 1), guidance: guidance || line };
+      }),
+      notes: draft.notes || undefined,
+    };
+  }
+  if (draft.schemeType === 'checklist') {
+    return {
+      type: 'checklist',
+      checklist: lines.map((line) => {
+        const [marks, text] = splitLine(line);
+        return { marks: parseNumber(marks, 1), text: text || line };
+      }),
+      notes: draft.notes || undefined,
+    };
+  }
+  return {
+    type: 'points',
+    points: lines.map((line) => {
+      const [mark, text] = splitLine(line);
+      return { mark: parseNumber(mark, 1), text: text || line };
+    }),
+    notes: draft.notes || undefined,
+  };
+}
+
+function makeDraft(question: ExamQuestion): PartDraft {
+  const scheme = schemeToDraft(question.mark_scheme);
+  return {
+    max_marks: String(question.max_marks ?? 0),
+    answer_type: (question.answer_type as PartDraft['answer_type'] | null) ?? 'written',
+    spec_ref: question.spec_ref ?? '',
+    schemeType: scheme.schemeType,
+    body: scheme.body,
+    notes: scheme.notes,
+  };
+}
+
+const MarkSchemePage: React.FC = () => {
+  const navigate = useNavigate();
+  const { templateId } = useParams<{ templateId: string }>();
+
+  const [template, setTemplate] = useState<ExamTemplateDetail | null>(null);
+  const [selectedId, setSelectedId] = useState<string | null>(null);
+  const [drafts, setDrafts] = useState<Drafts>({});
+  const [specCode, setSpecCode] = useState('');
+  const [specPoints, setSpecPoints] = useState<SpecPoint[]>([]);
+  const [loading, setLoading] = useState(true);
+  const [savingId, setSavingId] = useState<string | null>(null);
+  const [syncing, setSyncing] = useState(false);
+  const [error, setError] = useState<string | null>(null);
+  const [notice, setNotice] = useState<string | null>(null);
+  const [specEndpointMissing, setSpecEndpointMissing] = useState(false);
+
+  const load = useCallback(async () => {
+    if (!templateId) return;
+    setLoading(true);
+    setError(null);
+    try {
+      const detail = await examRepository.getTemplate(templateId);
+      const leafParts = detail.questions.filter((q) => !q.is_container).sort((a, b) => a.order - b.order || a.label.localeCompare(b.label));
+      setTemplate(detail);
+      setSelectedId((prev) => prev ?? leafParts[0]?.id ?? null);
+      setDrafts(Object.fromEntries(leafParts.map((q) => [q.id, makeDraft(q)])));
+      setSpecCode((prev) => prev || deriveSpecCode(detail));
+    } catch (e) {
+      const msg = e instanceof Error ? e.message : String(e);
+      logger.error('cc-exam-marker', 'Failed to load mark scheme template', { message: msg, templateId });
+      setError(msg);
+    } finally {
+      setLoading(false);
+    }
+  }, [templateId]);
+
+  useEffect(() => {
+    void load();
+  }, [load]);
+
+  const loadSpecPoints = useCallback(async () => {
+    if (!specCode.trim()) return;
+    setSpecEndpointMissing(false);
+    try {
+      setSpecPoints(await examRepository.listSpecPoints(specCode.trim()));
+    } catch (e) {
+      const msg = e instanceof Error ? e.message : String(e);
+      logger.warn('cc-exam-marker', 'SpecPoint endpoint unavailable; falling back to manual spec_ref entry', { message: msg, specCode });
+      setSpecEndpointMissing(true);
+      setSpecPoints([]);
+    }
+  }, [specCode]);
+
+  useEffect(() => {
+    void loadSpecPoints();
+  }, [loadSpecPoints]);
+
+  const parts = useMemo(
+    () => (template?.questions ?? []).filter((q) => !q.is_container).sort((a, b) => a.order - b.order || a.label.localeCompare(b.label)),
+    [template],
+  );
+  const selected = parts.find((p) => p.id === selectedId) ?? null;
+  const draft = selected ? drafts[selected.id] : null;
+  const selectedSpecPoint = draft?.spec_ref ? specPoints.find((p) => p.ref === draft.spec_ref) ?? null : null;
+
+  const updateDraft = (questionId: string, patch: Partial<PartDraft>) => {
+    setDrafts((prev) => ({ ...prev, [questionId]: { ...prev[questionId], ...patch } }));
+  };
+
+  const savePart = async (question: ExamQuestion) => {
+    const partDraft = drafts[question.id];
+    if (!partDraft) return;
+    setSavingId(question.id);
+    setError(null);
+    setNotice(null);
+    try {
+      await examRepository.patchQuestion(question.id, {
+        max_marks: parseNumber(partDraft.max_marks, question.max_marks),
+        answer_type: partDraft.answer_type,
+        mark_scheme: draftToScheme(partDraft),
+        spec_ref: partDraft.spec_ref.trim() || null,
+      });
+      setTemplate((prev) => {
+        if (!prev) return prev;
+        return {
+          ...prev,
+          questions: prev.questions.map((q) => q.id === question.id ? {
+            ...q,
+            max_marks: parseNumber(partDraft.max_marks, question.max_marks),
+            answer_type: partDraft.answer_type,
+            mark_scheme: draftToScheme(partDraft),
+            spec_ref: partDraft.spec_ref.trim() || null,
+          } : q),
+        };
+      });
+      setNotice(`Saved mark scheme for Part ${question.label}.`);
+    } catch (e) {
+      const msg = e instanceof Error ? e.message : String(e);
+      logger.error('cc-exam-marker', 'Save mark scheme failed', { message: msg, questionId: question.id });
+      setError(msg);
+    } finally {
+      setSavingId(null);
+    }
+  };
+
+  const syncGraph = async () => {
+    if (!templateId) return;
+    setSyncing(true);
+    setError(null);
+    setNotice(null);
+    try {
+      const res = await examRepository.syncTemplateToGraph(templateId);
+      setNotice(`Neo4j projection ${res.status}; ${JSON.stringify(res.projection ?? {})}`);
+    } catch (e) {
+      const msg = e instanceof Error ? e.message : String(e);
+      logger.error('cc-exam-marker', 'Neo4j sync failed', { message: msg, templateId });
+      setError(msg);
+    } finally {
+      setSyncing(false);
+    }
+  };
+
+  if (loading) {
+    return <Box sx={{ display: 'flex', justifyContent: 'center', py: 10 }}><CircularProgress /></Box>;
+  }
+
+  return (
+    <Container maxWidth="xl" sx={{ py: 4 }}>
+      <Stack spacing={3}>
+        <Box sx={{ display: 'flex', alignItems: 'center', justifyContent: 'space-between', flexWrap: 'wrap', gap: 2 }}>
+          <Box>
+            <Button startIcon={<ArrowBackIcon />} onClick={() => navigate('/exam-marker')} sx={{ mb: 1 }}>
+              Back to templates
+            </Button>
+            <Typography variant="h3" component="h1">Mark Scheme editor</Typography>
+            <Typography variant="body1" color="text.secondary">
+              {template?.title ?? 'Template'} · Edit per-Part mark schemes and link assessed specification points.
+            </Typography>
+          </Box>
+          <Stack direction="row" spacing={1}>
+            {templateId && <Button variant="outlined" onClick={() => navigate(`/exam-marker/${templateId}/setup`)}>Setup canvas</Button>}
+            <Button variant="outlined" startIcon={<SyncIcon />} onClick={syncGraph} disabled={syncing || !templateId}>
+              {syncing ? 'Syncing…' : 'Sync to graph'}
+            </Button>
+          </Stack>
+        </Box>
+
+        {error && <Alert severity="error" onClose={() => setError(null)}>{error}</Alert>}
+        {notice && <Alert severity="success" onClose={() => setNotice(null)}>{notice}</Alert>}
+        {specEndpointMissing && (
+          <Alert severity="warning">
+            SpecPoint picker endpoint was not available from this API build. You can still type a spec_ref manually; the backend projection resolves it during neo4j-sync.
+          </Alert>
+        )}
+
+        <Paper variant="outlined" sx={{ p: 2 }}>
+          <Grid container spacing={2} alignItems="center">
+            <Grid item xs={12} md={4}>
+              <TextField
+                label="Specification code"
+                value={specCode}
+                onChange={(e) => setSpecCode(e.target.value)}
+                fullWidth
+                helperText="Example: AQA-PHYS-8463. Used by the SpecPoint picker."
+              />
+            </Grid>
+            <Grid item xs={12} md={8}>
+              <Typography variant="body2" color="text.secondary">
+                Save writes PATCH /api/exam/questions/:id. Spec refs are persisted on the Part and projected as (:Part)-[:ASSESSES]-&gt;(:SpecPoint).
+              </Typography>
+            </Grid>
+          </Grid>
+        </Paper>
+
+        {parts.length === 0 ? (
+          <Alert severity="info">
+            This template has no Parts yet. Draw Part boxes on the setup canvas first, then return here to enter mark schemes.
+          </Alert>
+        ) : (
+          <Grid container spacing={3}>
+            <Grid item xs={12} md={3}>
+              <Card variant="outlined">
+                <CardContent>
+                  <Typography variant="h6" gutterBottom>Parts</Typography>
+                  <Tabs
+                    orientation="vertical"
+                    value={selectedId ?? false}
+                    onChange={(_, value) => setSelectedId(value)}
+                    variant="scrollable"
+                    sx={{ borderRight: 1, borderColor: 'divider', maxHeight: '65vh' }}
+                  >
+                    {parts.map((part) => (
+                      <Tab
+                        key={part.id}
+                        value={part.id}
+                        label={
+                          <Box sx={{ textAlign: 'left', width: '100%' }}>
+                            <Typography variant="body2">Part {part.label}</Typography>
+                            <Stack direction="row" spacing={0.5} sx={{ mt: 0.5, flexWrap: 'wrap' }}>
+                              <Chip size="small" label={`${drafts[part.id]?.max_marks ?? part.max_marks} marks`} />
+                              {(drafts[part.id]?.spec_ref || part.spec_ref) && <Chip size="small" color="info" label={drafts[part.id]?.spec_ref || part.spec_ref || ''} />}
+                            </Stack>
+                          </Box>
+                        }
+                      />
+                    ))}
+                  </Tabs>
+                </CardContent>
+              </Card>
+            </Grid>
+
+            <Grid item xs={12} md={9}>
+              {selected && draft && (
+                <Card variant="outlined">
+                  <CardContent>
+                    <Stack spacing={3}>
+                      <Box sx={{ display: 'flex', justifyContent: 'space-between', gap: 2, flexWrap: 'wrap' }}>
+                        <Box>
+                          <Typography variant="h5">Part {selected.label}</Typography>
+                          <Typography variant="body2" color="text.secondary">
+                            {selected.parent_id ? `Parent question ${selected.parent_id}` : 'No parent question'}
+                          </Typography>
+                        </Box>
+                        <Button
+                          variant="contained"
+                          startIcon={<SaveIcon />}
+                          disabled={savingId === selected.id}
+                          onClick={() => savePart(selected)}
+                        >
+                          {savingId === selected.id ? 'Saving…' : 'Save part'}
+                        </Button>
+                      </Box>
+
+                      <Grid container spacing={2}>
+                        <Grid item xs={12} sm={4}>
+                          <TextField
+                            label="Max marks"
+                            value={draft.max_marks}
+                            onChange={(e) => updateDraft(selected.id, { max_marks: e.target.value })}
+                            type="number"
+                            inputProps={{ min: 0, step: 0.5 }}
+                            fullWidth
+                          />
+                        </Grid>
+                        <Grid item xs={12} sm={4}>
+                          <FormControl fullWidth>
+                            <InputLabel id="answer-type-label">Answer type</InputLabel>
+                            <Select
+                              labelId="answer-type-label"
+                              label="Answer type"
+                              value={draft.answer_type}
+                              onChange={(e) => updateDraft(selected.id, { answer_type: e.target.value as PartDraft['answer_type'] })}
+                            >
+                              {ANSWER_TYPES.map((type) => <MenuItem key={type} value={type}>{type}</MenuItem>)}
+                            </Select>
+                          </FormControl>
+                        </Grid>
+                        <Grid item xs={12} sm={4}>
+                          <FormControl fullWidth>
+                            <InputLabel id="scheme-type-label">Scheme form</InputLabel>
+                            <Select
+                              labelId="scheme-type-label"
+                              label="Scheme form"
+                              value={draft.schemeType}
+                              onChange={(e) => updateDraft(selected.id, { schemeType: e.target.value as MarkSchemeType })}
+                            >
+                              {SCHEME_TYPES.map((type) => <MenuItem key={type.value} value={type.value}>{type.label}</MenuItem>)}
+                            </Select>
+                          </FormControl>
+                        </Grid>
+                      </Grid>
+
+                      <Autocomplete
+                        options={specPoints}
+                        value={selectedSpecPoint}
+                        onChange={(_, value) => updateDraft(selected.id, { spec_ref: value?.ref ?? '' })}
+                        getOptionLabel={(option) => `${option.ref} — ${option.description}`}
+                        isOptionEqualToValue={(option, value) => option.ref === value.ref}
+                        renderInput={(params) => (
+                          <TextField
+                            {...params}
+                            label="SpecPoint picker"
+                            helperText={specPoints.length ? 'Choose a seeded SpecPoint, or type below to override.' : 'No picker results loaded; type spec_ref manually below.'}
+                          />
+                        )}
+                      />
+
+                      <TextField
+                        label="spec_ref"
+                        value={draft.spec_ref}
+                        onChange={(e) => updateDraft(selected.id, { spec_ref: e.target.value })}
+                        helperText="Persisted to exam_questions.spec_ref; graph sync creates the ASSESSES edge when the ref matches a seeded SpecPoint."
+                        fullWidth
+                      />
+
+                      <Divider />
+
+                      <TextField
+                        label={`${SCHEME_TYPES.find((type) => type.value === draft.schemeType)?.label ?? 'Mark scheme'} body`}
+                        value={draft.body}
+                        onChange={(e) => updateDraft(selected.id, { body: e.target.value })}
+                        helperText={SCHEME_TYPES.find((type) => type.value === draft.schemeType)?.helper}
+                        multiline
+                        minRows={10}
+                        fullWidth
+                      />
+
+                      <TextField
+                        label="Internal marking notes"
+                        value={draft.notes}
+                        onChange={(e) => updateDraft(selected.id, { notes: e.target.value })}
+                        multiline
+                        minRows={3}
+                        fullWidth
+                      />
+                    </Stack>
+                  </CardContent>
+                </Card>
+              )}
+            </Grid>
+          </Grid>
+        )}
+      </Stack>
+    </Container>
+  );
+};
+
+export default MarkSchemePage;

src/pages/exam/QuestionBankPage.tsx

@@ -0,0 +1,207 @@
+import React, { useCallback, useEffect, useMemo, useState } from 'react';
+import { useNavigate } from 'react-router-dom';
+import {
+  Alert, Box, Button, Card, CardActionArea, CardContent, Chip, CircularProgress, Container,
+  Dialog, DialogActions, DialogContent, DialogTitle, Stack, TextField, Typography,
+} from '@mui/material';
+import ArrowBackIcon from '@mui/icons-material/ArrowBack';
+import PlaylistAddCheckIcon from '@mui/icons-material/PlaylistAddCheck';
+import CheckCircleIcon from '@mui/icons-material/CheckCircle';
+import RadioButtonUncheckedIcon from '@mui/icons-material/RadioButtonUnchecked';
+
+import { examRepository } from '../../services/exam/examRepository';
+import type { BankQuestion, BankResponse } from '../../types/exam.types';
+import { cropQuestion } from './bankCrops';
+
+const QuestionCrop: React.FC<{ q: BankQuestion }> = ({ q }) => {
+  const [src, setSrc] = useState<string | null>(null);
+  const [done, setDone] = useState(false);
+  useEffect(() => {
+    let alive = true;
+    cropQuestion({ templateId: q.template_id, page: q.page, bounds: q.bounds })
+      .then((d) => { if (alive) { setSrc(d); setDone(true); } })
+      .catch(() => { if (alive) setDone(true); });
+    return () => { alive = false; };
+  }, [q.template_id, q.page, q.bounds]);
+  if (src) {
+    return <Box component="img" src={src} alt="" loading="lazy" sx={{ width: '100%', maxHeight: 150, objectFit: 'cover', objectPosition: 'top', display: 'block', bgcolor: '#fff', borderBottom: 1, borderColor: 'divider' }} />;
+  }
+  return (
+    <Box sx={{ height: 56, display: 'flex', alignItems: 'center', justifyContent: 'center', bgcolor: 'action.hover', borderBottom: 1, borderColor: 'divider', color: 'text.disabled', fontSize: 12 }}>
+      {done ? 'no preview' : <CircularProgress size={16} />}
+    </Box>
+  );
+};
+
+const QuestionBankPage: React.FC = () => {
+  const navigate = useNavigate();
+  const [bank, setBank] = useState<BankResponse | null>(null);
+  const [loading, setLoading] = useState(true);
+  const [error, setError] = useState<string | null>(null);
+  const [specRef, setSpecRef] = useState<string | null>(null);
+  const [subject, setSubject] = useState<string | null>(null);
+  const [selected, setSelected] = useState<Set<string>>(new Set());
+  const [dialogOpen, setDialogOpen] = useState(false);
+  const [title, setTitle] = useState('');
+  const [creating, setCreating] = useState(false);
+
+  const load = useCallback(async () => {
+    setLoading(true); setError(null);
+    try {
+      setBank(await examRepository.getBank({ specRef: specRef ?? undefined, subject: subject ?? undefined }));
+    } catch (e) {
+      setError(e instanceof Error ? e.message : String(e));
+    } finally {
+      setLoading(false);
+    }
+  }, [specRef, subject]);
+
+  useEffect(() => { void load(); }, [load]);
+
+  const toggle = (id: string) => setSelected((prev) => {
+    const next = new Set(prev);
+    if (next.has(id)) next.delete(id); else next.add(id);
+    return next;
+  });
+
+  const selectedList = useMemo(() => Array.from(selected), [selected]);
+  const selectedQuestions = useMemo(
+    () => (bank?.questions ?? []).filter((q) => selected.has(q.id)),
+    [bank, selected],
+  );
+  const totalMarks = selectedQuestions.reduce((s, q) => s + (q.max_marks ?? 0), 0);
+
+  // facet lists (sorted) with counts
+  const specFacets = Object.entries(bank?.facets.spec_ref ?? {}).sort((a, b) => (a[0] < b[0] ? -1 : 1));
+  const subjectFacets = Object.entries(bank?.facets.subject ?? {}).sort((a, b) => (a[0] < b[0] ? -1 : 1));
+
+  const create = async () => {
+    setCreating(true); setError(null);
+    try {
+      const subj = subject ?? selectedQuestions[0]?.paper.subject ?? undefined;
+      const res = await examRepository.createCustomPaper({
+        title: title.trim() || `Custom paper — ${new Date().toISOString().slice(0, 10)}`,
+        subject: subj ?? undefined,
+        question_ids: selectedList,
+      });
+      navigate(`/exam-marker/${res.id}/setup`);
+    } catch (e) {
+      setError(e instanceof Error ? e.message : String(e));
+      setCreating(false);
+      setDialogOpen(false);
+    }
+  };
+
+  return (
+    <Container maxWidth="lg" sx={{ py: 4 }}>
+      <Button size="small" startIcon={<ArrowBackIcon />} onClick={() => navigate('/exam-marker')} sx={{ mb: 1 }}>
+        Exam Marker
+      </Button>
+      <Box sx={{ display: 'flex', alignItems: 'flex-start', justifyContent: 'space-between', gap: 2, flexWrap: 'wrap', mb: 2 }}>
+        <Box>
+          <Typography variant="h4" component="h1" fontWeight={700}>Question bank</Typography>
+          <Typography variant="body2" color="text.secondary">
+            Plan by spec point, then assemble a custom paper from questions across your papers.
+          </Typography>
+        </Box>
+        <Button
+          variant="contained"
+          startIcon={<PlaylistAddCheckIcon />}
+          disabled={selected.size === 0}
+          onClick={() => setDialogOpen(true)}
+        >
+          Create paper ({selected.size}{totalMarks ? ` · ${totalMarks}m` : ''})
+        </Button>
+      </Box>
+
+      {error && <Alert severity="error" sx={{ mb: 2 }} onClose={() => setError(null)}>{error}</Alert>}
+
+      {/* Filters */}
+      <Stack spacing={1} sx={{ mb: 2 }}>
+        <Stack direction="row" spacing={0.75} alignItems="center" flexWrap="wrap" useFlexGap>
+          <Typography variant="caption" color="text.secondary" sx={{ mr: 0.5 }}>Spec point:</Typography>
+          <Chip size="small" label="all" color={specRef ? 'default' : 'primary'} onClick={() => setSpecRef(null)} variant={specRef ? 'outlined' : 'filled'} />
+          {specFacets.map(([ref, count]) => (
+            <Chip key={ref} size="small" label={`${ref} · ${count}`} color={specRef === ref ? 'primary' : 'default'} variant={specRef === ref ? 'filled' : 'outlined'} onClick={() => setSpecRef(ref)} />
+          ))}
+        </Stack>
+        {subjectFacets.length > 1 && (
+          <Stack direction="row" spacing={0.75} alignItems="center" flexWrap="wrap" useFlexGap>
+            <Typography variant="caption" color="text.secondary" sx={{ mr: 0.5 }}>Subject:</Typography>
+            <Chip size="small" label="all" color={subject ? 'default' : 'secondary'} onClick={() => setSubject(null)} variant={subject ? 'outlined' : 'filled'} />
+            {subjectFacets.map(([s, count]) => (
+              <Chip key={s} size="small" label={`${s} · ${count}`} color={subject === s ? 'secondary' : 'default'} variant={subject === s ? 'filled' : 'outlined'} onClick={() => setSubject(s)} sx={{ textTransform: 'capitalize' }} />
+            ))}
+          </Stack>
+        )}
+      </Stack>
+
+      {loading ? (
+        <Box sx={{ display: 'flex', justifyContent: 'center', py: 6 }}><CircularProgress /></Box>
+      ) : (bank?.questions.length ?? 0) === 0 ? (
+        <Alert severity="info">
+          No questions match yet. Questions appear here once your templates have parts with spec points
+          (set them in the mark-scheme editor). Auto-map + confirm on a paper to populate it.
+        </Alert>
+      ) : (
+        <>
+          <Typography variant="body2" color="text.secondary" sx={{ mb: 1 }}>
+            {bank?.n} question{bank?.n === 1 ? '' : 's'} · click to add to your paper
+          </Typography>
+          <Box sx={{ display: 'grid', gridTemplateColumns: { xs: '1fr', sm: '1fr 1fr', md: '1fr 1fr 1fr' }, gap: 1.5 }}>
+            {(bank?.questions ?? []).map((q: BankQuestion) => {
+              const on = selected.has(q.id);
+              return (
+                <Card key={q.id} variant="outlined" sx={{ borderColor: on ? 'primary.main' : 'divider', borderWidth: on ? 2 : 1 }}>
+                  <CardActionArea onClick={() => toggle(q.id)}>
+                    <QuestionCrop q={q} />
+                    <CardContent sx={{ pb: 1.5 }}>
+                      <Box sx={{ display: 'flex', alignItems: 'center', justifyContent: 'space-between', mb: 0.5 }}>
+                        <Typography variant="subtitle2" fontWeight={700}>Q{q.label ?? '?'}</Typography>
+                        {on ? <CheckCircleIcon color="primary" fontSize="small" /> : <RadioButtonUncheckedIcon color="disabled" fontSize="small" />}
+                      </Box>
+                      <Stack direction="row" spacing={0.5} flexWrap="wrap" useFlexGap sx={{ mb: 0.75 }}>
+                        <Chip size="small" label={`${q.max_marks ?? 0} marks`} />
+                        {q.answer_type && <Chip size="small" variant="outlined" label={q.answer_type} />}
+                        {q.spec_ref && <Chip size="small" color="info" label={q.spec_ref} />}
+                      </Stack>
+                      <Typography variant="caption" color="text.secondary" noWrap sx={{ display: 'block', textTransform: 'capitalize' }}>
+                        {[q.paper.subject, q.paper.title].filter(Boolean).join(' · ') || 'Untitled paper'}
+                      </Typography>
+                    </CardContent>
+                  </CardActionArea>
+                </Card>
+              );
+            })}
+          </Box>
+        </>
+      )}
+
+      <Dialog open={dialogOpen} onClose={() => !creating && setDialogOpen(false)} fullWidth maxWidth="sm">
+        <DialogTitle>Create custom paper</DialogTitle>
+        <DialogContent>
+          <Typography variant="body2" color="text.secondary" sx={{ mb: 2 }}>
+            {selected.size} question{selected.size === 1 ? '' : 's'} · {totalMarks} marks. This creates a new
+            template you can open in setup and use for marking.
+          </Typography>
+          <TextField
+            autoFocus
+            fullWidth
+            label="Paper title"
+            value={title}
+            onChange={(e) => setTitle(e.target.value)}
+            placeholder={`Custom paper — ${new Date().toISOString().slice(0, 10)}`}
+          />
+        </DialogContent>
+        <DialogActions>
+          <Button onClick={() => setDialogOpen(false)} disabled={creating}>Cancel</Button>
+          <Button variant="contained" onClick={create} disabled={creating} startIcon={creating ? <CircularProgress size={16} color="inherit" /> : undefined}>
+            {creating ? 'Creating…' : 'Create & open'}
+          </Button>
+        </DialogActions>
+      </Dialog>
+    </Container>
+  );
+};
+
+export default QuestionBankPage;

src/pages/exam/ResultsWidget.tsx

@@ -0,0 +1,169 @@
+import React, { useCallback, useEffect, useMemo, useState } from 'react';
+import { useNavigate } from 'react-router-dom';
+import {
+  Alert,
+  Box,
+  Button,
+  Card,
+  CardContent,
+  Chip,
+  CircularProgress,
+  MenuItem,
+  Stack,
+  TextField,
+  Typography,
+} from '@mui/material';
+import AssessmentIcon from '@mui/icons-material/Assessment';
+import PlayArrowIcon from '@mui/icons-material/PlayArrow';
+import TableChartIcon from '@mui/icons-material/TableChart';
+
+import { examRepository } from '../../services/exam/examRepository';
+import type { BatchResultsResponse, ExamTemplate, MarkingBatch } from '../../types/exam.types';
+
+interface ResultsWidgetProps {
+  classId: string;
+  className?: string;
+}
+
+function averageFromResults(results: BatchResultsResponse | null) {
+  const totals = (results?.results ?? [])
+    .map((row) => row.total)
+    .filter((value): value is number => typeof value === 'number');
+  if (!totals.length) return null;
+  return totals.reduce((sum, value) => sum + value, 0) / totals.length;
+}
+
+const ResultsWidget: React.FC<ResultsWidgetProps> = ({ classId, className }) => {
+  const navigate = useNavigate();
+  const [templates, setTemplates] = useState<ExamTemplate[]>([]);
+  const [batches, setBatches] = useState<MarkingBatch[]>([]);
+  const [latestResults, setLatestResults] = useState<BatchResultsResponse | null>(null);
+  const [selectedTemplateId, setSelectedTemplateId] = useState('');
+  const [loading, setLoading] = useState(true);
+  const [creating, setCreating] = useState(false);
+  const [error, setError] = useState<string | null>(null);
+
+  const load = useCallback(async () => {
+    setLoading(true);
+    setError(null);
+    try {
+      const [nextTemplates, nextBatches] = await Promise.all([
+        examRepository.listTemplates(),
+        examRepository.listBatches(),
+      ]);
+      const classBatches = nextBatches
+        .filter((batch) => batch.class_id === classId)
+        .sort((a, b) => new Date(b.created_at).getTime() - new Date(a.created_at).getTime());
+      setTemplates(nextTemplates);
+      setSelectedTemplateId((current) => current || nextTemplates[0]?.id || '');
+      setBatches(classBatches);
+      setLatestResults(classBatches[0] ? await examRepository.getBatchResults(classBatches[0].id) : null);
+    } catch (e) {
+      setError(e instanceof Error ? e.message : String(e));
+    } finally {
+      setLoading(false);
+    }
+  }, [classId]);
+
+  useEffect(() => {
+    void load();
+  }, [load]);
+
+  const latestBatch = batches[0] ?? null;
+  const average = useMemo(() => averageFromResults(latestResults), [latestResults]);
+  const absent = latestResults?.results.filter((row) => row.status === 'absent' && row.total === null).length ?? 0;
+
+  const createBatch = async () => {
+    if (!selectedTemplateId) return;
+    setCreating(true);
+    setError(null);
+    try {
+      const template = templates.find((item) => item.id === selectedTemplateId);
+      const created = await examRepository.createBatch({
+        template_id: selectedTemplateId,
+        class_id: classId,
+        title: `${className || 'Class'} · ${template?.title || 'Exam'}`,
+      });
+      navigate(`/exam-marker/${created.id}/mark`);
+    } catch (e) {
+      setError(e instanceof Error ? e.message : String(e));
+    } finally {
+      setCreating(false);
+    }
+  };
+
+  return (
+    <Card variant="outlined" sx={{ mb: 2 }}>
+      <CardContent>
+        <Stack spacing={2}>
+          <Box sx={{ display: 'flex', alignItems: 'center', justifyContent: 'space-between', gap: 1, flexWrap: 'wrap' }}>
+            <Box sx={{ display: 'flex', alignItems: 'center', gap: 1 }}>
+              <AssessmentIcon color="primary" />
+              <Box>
+                <Typography variant="h6">Assessment results</Typography>
+                <Typography variant="caption" color="text.secondary">Last exam summary for this class</Typography>
+              </Box>
+            </Box>
+            {loading && <CircularProgress size={22} />}
+          </Box>
+
+          {error && <Alert severity="warning" onClose={() => setError(null)}>{error}</Alert>}
+
+          {latestBatch ? (
+            <Stack spacing={1.5}>
+              <Box>
+                <Typography variant="body2" fontWeight={700}>{latestBatch.title || 'Exam batch'}</Typography>
+                <Typography variant="caption" color="text.secondary">
+                  {new Date(latestBatch.created_at).toLocaleDateString('en-GB')}
+                </Typography>
+              </Box>
+              <Stack direction="row" spacing={1} flexWrap="wrap" useFlexGap>
+                <Chip size="small" color="primary" label={`Average ${average === null ? '—' : average.toFixed(1)}`} />
+                <Chip size="small" variant="outlined" label={`${latestResults?.results.length ?? 0} students`} />
+                <Chip size="small" color="warning" variant="outlined" label={`${absent} absent`} />
+              </Stack>
+              <Stack direction="row" spacing={1}>
+                <Button size="small" variant="contained" startIcon={<TableChartIcon />} onClick={() => navigate(`/exam-marker/${latestBatch.id}/results`)}>
+                  View results
+                </Button>
+                <Button size="small" variant="outlined" onClick={() => navigate(`/exam-marker/${latestBatch.id}/mark`)}>
+                  Continue marking
+                </Button>
+              </Stack>
+            </Stack>
+          ) : !loading ? (
+            <Typography variant="body2" color="text.secondary">
+              No exam batches have been created for this class yet.
+            </Typography>
+          ) : null}
+
+          <Stack direction={{ xs: 'column', sm: 'row' }} spacing={1} alignItems={{ xs: 'stretch', sm: 'center' }}>
+            <TextField
+              select
+              size="small"
+              label="Template"
+              value={selectedTemplateId}
+              onChange={(e) => setSelectedTemplateId(e.target.value)}
+              disabled={!templates.length || creating}
+              sx={{ minWidth: 260 }}
+            >
+              {templates.map((template) => (
+                <MenuItem key={template.id} value={template.id}>{template.title}</MenuItem>
+              ))}
+            </TextField>
+            <Button
+              variant="outlined"
+              startIcon={<PlayArrowIcon />}
+              onClick={createBatch}
+              disabled={!selectedTemplateId || creating}
+            >
+              {creating ? 'Creating…' : 'Create marking batch'}
+            </Button>
+          </Stack>
+        </Stack>
+      </CardContent>
+    </Card>
+  );
+};
+
+export default ResultsWidget;

src/pages/exam/bankCrops.ts

@@ -0,0 +1,68 @@
+// Client-side crop thumbnails for the question bank. A bank question carries `bounds` (x,y,w,h) in the
+// 780px stacked-page canvas space and a `page` number; the source PDF renders at that same 780px width
+// (pdfLoader), so a thumbnail is just the page image cropped to the bounds. Renders each template's PDF
+// once (cached) and reuses it for all of that template's questions. No API/infra change.
+import { examRepository } from '../../services/exam/examRepository';
+import { loadPdfPageImages, PdfPageImage } from './setup/pdfLoader';
+
+const renderCache = new Map<string, Promise<PdfPageImage[]>>();
+const imageCache = new Map<string, Promise<HTMLImageElement>>();
+
+function templateRender(templateId: string): Promise<PdfPageImage[]> {
+  let p = renderCache.get(templateId);
+  if (!p) {
+    p = examRepository.getTemplateSourcePdf(templateId).then((bytes) => loadPdfPageImages(bytes));
+    p.catch(() => renderCache.delete(templateId)); // let a failed render be retried
+    renderCache.set(templateId, p);
+  }
+  return p;
+}
+
+function loadImage(src: string): Promise<HTMLImageElement> {
+  let p = imageCache.get(src);
+  if (!p) {
+    p = new Promise<HTMLImageElement>((resolve, reject) => {
+      const img = new Image();
+      img.onload = () => resolve(img);
+      img.onerror = () => reject(new Error('image decode failed'));
+      img.src = src;
+    });
+    imageCache.set(src, p);
+  }
+  return p;
+}
+
+export interface CropInput {
+  templateId: string;
+  page: number | null;
+  bounds: Record<string, number> | null;
+}
+
+// Returns a PNG data-URL cropped to the question, or null if it can't be produced (no bounds/page/PDF).
+export async function cropQuestion(input: CropInput, maxWidth = 320): Promise<string | null> {
+  const { templateId, page, bounds } = input;
+  if (!bounds || !page) return null;
+  const pages = await templateRender(templateId);
+  const pageImg = pages.find((pg) => pg.pageNumber === page);
+  if (!pageImg) return null;
+
+  // stacked y-offset of this page (bounds.y is absolute across the vertically-stacked pages)
+  let yTop = 0;
+  for (const pg of pages) { if (pg.pageNumber === page) break; yTop += pg.height; }
+
+  const sx = Math.max(0, Math.round(bounds.x ?? 0));
+  const sy = Math.max(0, Math.round((bounds.y ?? 0) - yTop));
+  const sw = Math.min(Math.round(bounds.w ?? pageImg.width), pageImg.width - sx);
+  const sh = Math.min(Math.round(bounds.h ?? 80), pageImg.height - sy);
+  if (sw <= 1 || sh <= 1) return null;
+
+  const img = await loadImage(pageImg.src);
+  const scale = Math.min(1, maxWidth / sw);
+  const canvas = document.createElement('canvas');
+  canvas.width = Math.max(1, Math.round(sw * scale));
+  canvas.height = Math.max(1, Math.round(sh * scale));
+  const ctx = canvas.getContext('2d');
+  if (!ctx) return null;
+  ctx.drawImage(img, sx, sy, sw, sh, 0, 0, canvas.width, canvas.height);
+  return canvas.toDataURL('image/png');
+}

src/pages/exam/index.ts

@@ -1,2 +1,8 @@
 export { default as ExamDashboardPage } from './ExamDashboardPage';
+export { default as QuestionBankPage } from './QuestionBankPage';
+export { default as CorpusPage } from './CorpusPage';
 export { default as ExamTemplateSetupPage } from './setup/ExamTemplateSetupPage';
+export { default as MarkSchemePage } from './MarkSchemePage';
+export { default as ExamMarkingPage } from './ExamMarkingPage';
+export { default as ExamResultsPage } from './ExamResultsPage';
+export { default as ResultsWidget } from './ResultsWidget';

src/pages/exam/setup/ExamTemplateSetupPage.tsx

@@ -1,10 +1,16 @@
 
 import React, { useCallback, useEffect, useMemo, useRef, useState } from 'react'
 import { useNavigate, useParams } from 'react-router-dom'
-import { Alert, Box, Button, Chip, CircularProgress, Divider, Paper, Snackbar, Stack, Tooltip, Typography, useTheme } from '@mui/material'
+import { Alert, Box, Button, Chip, CircularProgress, Collapse, Dialog, DialogContent, DialogTitle, Divider, IconButton, Paper, Snackbar, Stack, Tooltip, Typography, useTheme } from '@mui/material'
+import DescriptionIcon from '@mui/icons-material/Description'
 import ArrowBackIcon from '@mui/icons-material/ArrowBack'
+import HelpOutlineIcon from '@mui/icons-material/HelpOutline'
+import AutoFixHighIcon from '@mui/icons-material/AutoFixHigh'
 import SaveIcon from '@mui/icons-material/Save'
 import MouseIcon from '@mui/icons-material/Mouse'
+import CheckIcon from '@mui/icons-material/Check'
+import CloseIcon from '@mui/icons-material/Close'
+import DoneAllIcon from '@mui/icons-material/DoneAll'
 import '@tldraw/tldraw/tldraw.css'
 import { Editor, Tldraw, createShapeId, TLShape } from '@tldraw/tldraw'
 import axios from 'axios'
@@ -12,7 +18,7 @@ import axios from 'axios'
 import { ErrorBoundary } from '../../../components/ErrorBoundary'
 import { logger } from '../../../debugConfig'
 import { examRepository } from '../../../services/exam/examRepository'
-import type { ExamTemplateDetail } from '../../../types/exam.types'
+import type { AutoMapJobStatus, DigitalTextResponse, ExamTemplateDetail } from '../../../types/exam.types'
 import { CanvasPageGeometry, ExamCanvasShapeModel, PAGE_HEIGHT, PAGE_WIDTH, isUuid, newDomainId, serializeCanvasShapes, shapesFromTemplate } from '../../../utils/exam-canvas/model'
 import { PDF_PAGE_SHAPE_TYPE, canvasShapePalette, examCanvasShapeUtils, examCanvasTools, ExamCanvasTLShape, SHAPE_TYPES, isPdfPageShape, shapeTypeToKind } from './examCanvasShapes'
 import { loadPdfPageImages, PdfPageImage } from './pdfLoader'
@@ -29,10 +35,12 @@ const TOOLS = [
   { id: SHAPE_TYPES.furniture, label: 'Furniture', icon: canvasShapePalette.furniture.icon, tip: 'Mark page numbers, margins, blank space, or decoration to exclude from extraction.', color: 'inherit' as const },
 ]
 
-const PAGE_START_X = 260
+const PAGE_START_X = 0
 const PDF_PAGE_IDS_PREFIX = 'pdf-page-'
 
 function pageGeometryFromImages(pages: PdfPageImage[]): CanvasPageGeometry[] {
+  // S5 coordinate contract: use the actual pdf.js raster dimensions that feed each page src.
+  // Server mapper emits canvas coordinates against the same PAGE_START_X=0 and stacked page heights.
   let y = 0
   return pages.map((page) => {
     const geometry = { pageNumber: page.pageNumber, x: PAGE_START_X, y, w: page.width, h: page.height }
@@ -41,6 +49,22 @@ function pageGeometryFromImages(pages: PdfPageImage[]): CanvasPageGeometry[] {
   })
 }
 
+function applyDocViewConstraints(editor: Editor, pages: PdfPageImage[]) {
+  const maxW = pages.length ? Math.max(...pages.map((p) => p.width)) : PAGE_WIDTH
+  const totalH = pages.reduce((sum, p) => sum + p.height, 0) || PAGE_HEIGHT
+  editor.setCameraOptions({
+    constraints: {
+      bounds: { x: -64, y: -64, w: maxW + 128, h: totalH + 128 },
+      padding: { x: 64, y: 64 },
+      origin: { x: 0.5, y: 0 },
+      initialZoom: 'fit-x-100',
+      baseZoom: 'default',
+      behavior: 'contain',
+    },
+    isLocked: false,
+  })
+}
+
 function apiMessage(err: unknown): { message: string; conflict: boolean } {
   if (axios.isAxiosError(err)) {
     const detail = (err.response?.data as { detail?: string } | undefined)?.detail
@@ -50,6 +74,33 @@ function apiMessage(err: unknown): { message: string; conflict: boolean } {
   return { conflict: false, message: err instanceof Error ? err.message : String(err) }
 }
 
+
+function reviewSummary(template: ExamTemplateDetail | null) {
+  if (!template) return { ai: 0, unconfirmed: 0, lowConfidence: 0 }
+  const rows = [...(template.questions ?? []), ...(template.response_areas ?? []), ...(template.boundaries ?? []), ...(template.layout ?? [])]
+  return rows.reduce((acc, row) => {
+    if (row.source === 'ai') acc.ai += 1
+    if (row.source === 'ai' && row.confirmed === false) acc.unconfirmed += 1
+    if (typeof row.confidence === 'number' && row.confidence < 0.7) acc.lowConfidence += 1
+    return acc
+  }, { ai: 0, unconfirmed: 0, lowConfidence: 0 })
+}
+
+// Live review counts read straight off the canvas shapes, so accept/reject update them immediately
+// (the template-derived reviewSummary only reflects the last *saved* state).
+function reviewFromShapes(editor: Editor | null) {
+  const acc = { ai: 0, unconfirmed: 0, lowConfidence: 0 }
+  if (!editor) return acc
+  for (const shape of editor.getCurrentPageShapes()) {
+    if (!shapeTypeToKind(shape.type)) continue
+    const p = (shape as ExamCanvasTLShape).props
+    if (p.source === 'ai') acc.ai += 1
+    if (p.source === 'ai' && p.confirmed === false) acc.unconfirmed += 1
+    if (typeof p.confidence === 'number' && p.confidence < 0.7) acc.lowConfidence += 1
+  }
+  return acc
+}
+
 function stripShapePrefix(id: string) {
   return id.startsWith('shape:') ? id.slice('shape:'.length) : id
 }
@@ -85,19 +136,46 @@ function modelFromTLShape(shape: TLShape): ExamCanvasShapeModel | null {
     responseForm: s.props.responseForm as ExamCanvasShapeModel['responseForm'],
     contextType: s.props.contextType,
     questionId: s.props.questionId ?? null,
+    parentId: s.props.parentId ?? null,
+    isContainer: s.props.isContainer ?? false,
+    depth: s.props.depth,
+    description: s.props.description,
+    linkLabel: s.props.linkLabel,
+    meta: (() => { try { return s.props.metaJson ? JSON.parse(s.props.metaJson) : undefined } catch { return undefined } })(),
+    source: s.props.source ?? 'manual',
+    confirmed: s.props.confirmed ?? s.props.source !== 'ai',
+    confidence: typeof s.props.confidence === 'number' ? s.props.confidence : null,
+    derivation: s.props.derivation ?? null,
   }
 }
 
+function bringDomainShapesToFront(editor: Editor) {
+  const ids = editor.getCurrentPageShapes().filter((s) => !!shapeTypeToKind(s.type)).map((s) => s.id)
+  if (ids.length) try { editor.bringToFront(ids as any) } catch { /* */ }
+}
+
+// Draw order = z-order (tldraw stacks by creation). Backdrops (boundaries, preamble bands, container frames)
+// go first/behind so the figures, responses and parts on top stay hoverable and legible.
+function zPriority(m: ExamCanvasShapeModel): number {
+  if (m.kind === 'boundary') return 0
+  if (m.kind === 'context' && m.contextType === 'preamble') return 1
+  if (m.kind === 'part' && m.isContainer) return 2
+  if (m.kind === 'part') return 3
+  if (m.kind === 'context') return 5   // figures/tables on top so their description tooltip is reachable
+  return 4                              // responses + other regions
+}
+
 function loadShapes(editor: Editor, models: ExamCanvasShapeModel[]) {
   const existing = editor.getCurrentPageShapes().filter((s) => shapeTypeToKind(s.type)).map((s) => s.id)
   if (existing.length) editor.deleteShapes(existing)
   if (!models.length) return
-  editor.createShapes(models.map((m) => ({
+  const ordered = [...models].sort((a, b) => zPriority(a) - zPriority(b))
+  editor.createShapes(ordered.map((m) => ({
     id: createShapeId(m.id),
     type: SHAPE_TYPES[m.kind],
     x: m.x,
     y: m.y,
-    props: { w: m.w, h: m.h, label: m.label ?? m.kind, kind: m.kind, maxMarks: m.maxMarks, responseForm: m.responseForm, contextType: m.contextType, questionId: m.questionId, domainId: m.id },
+    props: { w: m.w, h: m.h, label: m.label ?? m.kind, kind: m.kind, maxMarks: m.maxMarks, responseForm: m.responseForm, contextType: m.contextType, questionId: m.questionId, parentId: m.parentId ?? undefined, isContainer: m.isContainer ?? undefined, depth: m.depth ?? undefined, description: m.description ?? undefined, linkLabel: m.linkLabel ?? undefined, metaJson: m.meta ? JSON.stringify(m.meta) : undefined, domainId: m.id, source: m.source ?? 'manual', confirmed: m.confirmed ?? m.source !== 'ai', confidence: m.confidence ?? undefined, derivation: m.derivation ?? undefined, reviewFlags: m.reviewFlags?.join('|') },
   })))
 }
 
@@ -117,8 +195,7 @@ function syncPdfPages(editor: Editor, pages: PdfPageImage[]) {
       props: { w: geometry.w, h: geometry.h, src: page.src, pageNumber: geometry.pageNumber },
     } as any
   }))
-  const ids = geometries.map((geometry) => createShapeId(PDF_PAGE_IDS_PREFIX + geometry.pageNumber))
-  try { editor.sendToBack(ids as any) } catch { /* tldraw 3 keeps creation order behind later region shapes */ }
+  // z-order is enforced by the caller via bringDomainShapesToFront
 }
 
 function seedGuide(editor: Editor) {
@@ -133,6 +210,20 @@ function seedGuide(editor: Editor) {
   ])
 }
 
+
+function isAutoMapAccepted(value: unknown): value is { status: 'accepted'; job_id: string } {
+  return !!value && typeof value === 'object' && (value as { status?: string }).status === 'accepted' && typeof (value as { job_id?: unknown }).job_id === 'string'
+}
+
+function autoMapStatusLabel(status: AutoMapJobStatus | null): string {
+  if (!status) return 'Auto-map running'
+  if (status.status === 'queued') return 'Auto-map queued'
+  if (status.status === 'running') return 'Auto-map running'
+  if (status.status === 'completed') return 'Auto-map complete'
+  if (status.status === 'failed') return 'Auto-map failed'
+  return `Auto-map ${status.status}`
+}
+
 const ExamTemplateSetupInner: React.FC = () => {
   const { templateId } = useParams<{ templateId: string }>()
   const navigate = useNavigate()
@@ -148,6 +239,70 @@ const ExamTemplateSetupInner: React.FC = () => {
   const [activeTool, setActiveTool] = useState('select')
   const [pdfStatus, setPdfStatus] = useState<'loading' | 'ready' | 'missing' | 'error'>('loading')
   const [pdfError, setPdfError] = useState<string | null>(null)
+  const [guideOpen, setGuideOpen] = useState(false)
+  const [autoMapStatus, setAutoMapStatus] = useState<AutoMapJobStatus | null>(null)
+  const [autoMapBusy, setAutoMapBusy] = useState(false)
+  const [liveReview, setLiveReview] = useState({ ai: 0, unconfirmed: 0, lowConfidence: 0 })
+  const [digitalText, setDigitalText] = useState<DigitalTextResponse | null>(null)
+  const [digitalOpen, setDigitalOpen] = useState(false)
+  const [digitalBusy, setDigitalBusy] = useState(false)
+  const autoMapPollRef = useRef<number | null>(null)
+
+  const openDigitalText = useCallback(async () => {
+    if (!template) return
+    setDigitalBusy(true); setDigitalOpen(true)
+    try {
+      setDigitalText(await examRepository.getDigitalText(template.id))
+    } catch (e) {
+      setDigitalText(null)
+      setError(e instanceof Error ? e.message : 'No digital text yet — run auto-map first.')
+      setDigitalOpen(false)
+    } finally {
+      setDigitalBusy(false)
+    }
+  }, [template])
+
+  const refreshReview = useCallback(() => setLiveReview(reviewFromShapes(editorRef.current)), [])
+
+  const applyTemplateToCanvas = useCallback((detail: ExamTemplateDetail) => {
+    setTemplate(detail)
+    const editor = editorRef.current
+    if (editor) {
+      const shapes = shapesFromTemplate(detail, pageGeometriesRef.current)
+      loadShapes(editor, shapes)
+      if (!shapes.length) seedGuide(editor)
+      bringDomainShapesToFront(editor)
+    }
+    setDirty(false)
+  }, [])
+
+  const acceptShapes = useCallback((shapes: TLShape[]) => {
+    const editor = editorRef.current
+    if (!editor) return
+    const updates = shapes
+      .filter((s) => !!shapeTypeToKind(s.type) && (s as ExamCanvasTLShape).props.source === 'ai' && (s as ExamCanvasTLShape).props.confirmed === false)
+      .map((s) => ({ id: s.id, type: s.type, props: { confirmed: true } }))
+    if (updates.length) { editor.updateShapes(updates as any); refreshReview(); setDirty(true) }
+  }, [refreshReview])
+
+  const selectedDomainShapes = useCallback((): TLShape[] => {
+    const editor = editorRef.current
+    if (!editor) return []
+    return editor.getSelectedShapeIds().map((id) => editor.getShape(id)).filter((s): s is TLShape => !!s && !!shapeTypeToKind(s.type))
+  }, [])
+
+  const acceptSelected = useCallback(() => acceptShapes(selectedDomainShapes()), [acceptShapes, selectedDomainShapes])
+  const acceptAllAi = useCallback(() => { const ed = editorRef.current; if (ed) acceptShapes(ed.getCurrentPageShapes()) }, [acceptShapes])
+  const rejectSelected = useCallback(() => {
+    const editor = editorRef.current
+    if (!editor) return
+    const ids = selectedDomainShapes().map((s) => s.id)
+    if (ids.length) { editor.deleteShapes(ids); refreshReview(); setDirty(true) }
+  }, [refreshReview, selectedDomainShapes])
+
+  // Displayed counts come live from the canvas so accept/reject reflect immediately (falls back to the
+  // saved-template summary only for the brief moment before shapes have mounted).
+  const review = (liveReview.ai || liveReview.unconfirmed) ? liveReview : reviewSummary(template)
 
   const load = useCallback(async () => {
     if (!templateId) return
@@ -170,8 +325,9 @@ const ExamTemplateSetupInner: React.FC = () => {
             const shapeId = createShapeId(PDF_PAGE_IDS_PREFIX + newPage.pageNumber)
             if (!ed.getCurrentPageShapes().find((s) => s.id === shapeId)) {
               ed.createShapes([{ id: shapeId, type: PDF_PAGE_SHAPE_TYPE, x: geometry.x, y: geometry.y, isLocked: true, props: { w: geometry.w, h: geometry.h, src: newPage.src, pageNumber: newPage.pageNumber } } as any])
-              try { ed.sendToBack([shapeId as any]) } catch { /* */ }
+              bringDomainShapesToFront(ed)
             }
+            applyDocViewConstraints(ed, partialPages)
           }
           setPdfStatus('ready')
         })
@@ -188,6 +344,9 @@ const ExamTemplateSetupInner: React.FC = () => {
       if (editor) {
         syncPdfPages(editor, pages)
         loadShapes(editor, shapesFromTemplate(detail, geometries))
+        bringDomainShapesToFront(editor)
+        applyDocViewConstraints(editor, pages)
+        editor.resetZoom()
       }
       setDirty(false)
     } catch (e) {
@@ -201,6 +360,62 @@ const ExamTemplateSetupInner: React.FC = () => {
 
   useEffect(() => { void load() }, [load])
 
+  useEffect(() => () => {
+    if (autoMapPollRef.current !== null) window.clearTimeout(autoMapPollRef.current)
+  }, [])
+
+  const pollAutoMapStatus = useCallback(async (jobId: string) => {
+    if (!templateId) return
+    try {
+      const status = await examRepository.getAutoMapStatus(templateId, jobId)
+      setAutoMapStatus(status)
+      if (status.status === 'completed') {
+        if (autoMapPollRef.current !== null) window.clearTimeout(autoMapPollRef.current)
+        autoMapPollRef.current = null
+        setAutoMapBusy(false)
+        const detail = status.template ?? await examRepository.getTemplate(templateId)
+        applyTemplateToCanvas(detail)
+        return
+      }
+      if (status.status === 'failed') {
+        if (autoMapPollRef.current !== null) window.clearTimeout(autoMapPollRef.current)
+        autoMapPollRef.current = null
+        setAutoMapBusy(false)
+        setError(status.error ?? 'Auto-map failed; existing template state was preserved.')
+        return
+      }
+      autoMapPollRef.current = window.setTimeout(() => void pollAutoMapStatus(jobId), 2500)
+    } catch (e) {
+      const msg = apiMessage(e).message
+      setAutoMapBusy(false)
+      setError(msg)
+      logger.warn('cc-exam-marker', 'Auto-map status poll failed', { templateId, jobId, message: msg })
+    }
+  }, [applyTemplateToCanvas, templateId])
+
+  const autoMapFromPdf = useCallback(async () => {
+    if (!templateId || autoMapBusy) return
+    let queued = false
+    setAutoMapBusy(true); setAutoMapStatus(null); setError(null); setConflict(null)
+    try {
+      const result = await examRepository.autoMapTemplate(templateId)
+      if (isAutoMapAccepted(result)) {
+        queued = true
+        setAutoMapStatus({ job_id: result.job_id, status: 'queued', template_id: templateId })
+        await pollAutoMapStatus(result.job_id)
+        return
+      }
+      setAutoMapStatus(null)
+      applyTemplateToCanvas(result)
+    } catch (e) {
+      const msg = apiMessage(e)
+      if (msg.conflict) setConflict(msg.message); else setError(msg.message)
+      logger.warn('cc-exam-marker', 'Auto-map request failed', { templateId, message: msg.message })
+    } finally {
+      if (!queued) setAutoMapBusy(false)
+    }
+  }, [applyTemplateToCanvas, autoMapBusy, pollAutoMapStatus, templateId])
+
   const save = useCallback(async () => {
     const editor = editorRef.current
     if (!editor || !templateId || !template) return
@@ -222,6 +437,11 @@ const ExamTemplateSetupInner: React.FC = () => {
     }
   }, [template, templateId])
 
+  const layoutSummary = useMemo(() => {
+    const rows = (template?.layout ?? []).filter((row) => row.margins_enabled && row.margin_left !== null && row.margin_right !== null)
+    return rows.slice(0, 4).map((row) => `P${row.page_index + 1} ${row.role ?? 'page'} L${Math.round(row.margin_left ?? 0)} R${Math.round(row.margin_right ?? 0)} T${Math.round(row.margin_top ?? 0)} B${Math.round(row.margin_bottom ?? 0)}`)
+  }, [template?.layout])
+
   const toolButtons = useMemo(() => TOOLS.map((tool) => (
     <Tooltip title={tool.tip} key={tool.id} placement="right">
       <Button
@@ -243,8 +463,38 @@ const ExamTemplateSetupInner: React.FC = () => {
   )), [activeTool])
 
   return (
-    <Box sx={{ position: 'fixed', inset: 0, zIndex: (t) => t.zIndex.drawer + 20, bgcolor: 'background.default' }}>
-      <Box sx={{ position: 'absolute', inset: 0, '& .tlui-layout': { display: 'none' } }} data-testid="exam-template-setup-canvas">
+    <Box sx={{ position: 'fixed', inset: 0, zIndex: (t) => t.zIndex.drawer + 20, bgcolor: 'background.default', display: 'flex', flexDirection: 'column' }}>
+
+      {/* Top bar — single compact line */}
+      <Paper elevation={8} sx={{ px: 1.5, py: 0.75, display: 'flex', alignItems: 'center', gap: 1, bgcolor: 'background.paper', borderRadius: 0, flexShrink: 0 }}>
+        <Tooltip title="Back to exam marker">
+          <IconButton onClick={() => navigate('/exam-marker')} size="small"><ArrowBackIcon fontSize="small" /></IconButton>
+        </Tooltip>
+        <Divider orientation="vertical" flexItem />
+        <Typography variant="subtitle2" noWrap sx={{ flex: 1, minWidth: 0 }}>{template?.title ?? 'Template setup'}</Typography>
+        <Chip size="small" color={review.unconfirmed ? 'warning' : review.ai ? 'info' : 'default'} label={review.ai ? `AI review: ${review.unconfirmed} unconfirmed · ${review.lowConfidence} low conf` : 'Manual template'} />
+        <Chip size="small" color={dirty ? 'warning' : 'success'} label={dirty ? 'Unsaved' : 'Saved'} />
+        {(autoMapBusy || autoMapStatus) && <Chip size="small" color={autoMapStatus?.status === 'failed' ? 'error' : autoMapStatus?.status === 'completed' ? 'success' : 'info'} label={autoMapStatusLabel(autoMapStatus)} />}
+        {(() => {
+          const a = (template as (ExamTemplateDetail & { extraction_meta?: { audit?: { status?: string; cover_total?: number; detected_total?: number } } }) | null)?.extraction_meta?.audit
+          return a?.status ? <Tooltip title="Extraction cover-total reconciliation (detected vs printed maximum)"><Chip size="small" color={a.status === 'ok' ? 'success' : 'warning'} label={`Marks ${a.detected_total ?? '?'}/${a.cover_total ?? '?'}`} /></Tooltip> : null
+        })()}
+        <Button size="small" variant="outlined" startIcon={digitalBusy ? <CircularProgress size={14} /> : <DescriptionIcon fontSize="small" />} onClick={openDigitalText} disabled={digitalBusy || !template}>Digital text</Button>
+        <Button size="small" variant="outlined" startIcon={autoMapBusy ? <CircularProgress size={14} /> : <AutoFixHighIcon fontSize="small" />} onClick={autoMapFromPdf} disabled={autoMapBusy || saving || loading || !template || pdfStatus !== 'ready'}>Auto-map from PDF</Button>
+        <Button size="small" variant="contained" startIcon={saving ? <CircularProgress size={14} color="inherit" /> : <SaveIcon fontSize="small" />} onClick={save} disabled={saving || loading || !template}>Save</Button>
+      </Paper>
+
+      {/* Body row */}
+      <Box sx={{ flex: 1, display: 'flex', overflow: 'hidden' }}>
+
+        {/* Left tool sidebar */}
+        <Paper elevation={4} sx={{ width: 160, flexShrink: 0, p: 1.25, borderRadius: 0, bgcolor: 'background.paper', overflowY: 'auto', display: 'flex', flexDirection: 'column', borderRight: 1, borderColor: 'divider' }}>
+          <Stack spacing={1}>{toolButtons}</Stack>
+        </Paper>
+
+        {/* Canvas area */}
+        <Box sx={{ flex: 1, position: 'relative', overflow: 'hidden' }} data-testid="exam-template-setup-canvas">
+          <Box sx={{ position: 'absolute', inset: 0, '& .tlui-layout': { display: 'none' } }}>
             <Tldraw
               shapeUtils={examCanvasShapeUtils as any}
               tools={examCanvasTools as any}
@@ -254,32 +504,71 @@ const ExamTemplateSetupInner: React.FC = () => {
               onMount={(editor) => {
                 editorRef.current = editor
                 editor.user.updateUserPreferences({ colorScheme: theme.palette.mode === 'dark' ? 'dark' : 'light' })
-            editor.store.listen(() => setDirty(true), { scope: 'document' })
-            if (template) loadShapes(editor, shapesFromTemplate(template, pageGeometriesRef.current)); else seedGuide(editor)
+                editor.store.listen(() => { setDirty(true); refreshReview() }, { scope: 'document' })
+                // Treat a user nudge/resize of an AI ghost as implicit confirmation (R3.3): a teacher who
+                // adjusts a suggestion has reviewed it. Only geometry edits count, so the confirmed-only
+                // update below can't recurse.
+                editor.store.listen((entry) => {
+                  try {
+                    const updates: Array<{ id: TLShape['id']; type: string; props: { confirmed: boolean } }> = []
+                    for (const rec of Object.values(entry.changes.updated)) {
+                      const [from, to] = rec as [any, any]
+                      if (!to || to.typeName !== 'shape' || !shapeTypeToKind(to.type)) continue
+                      if (to.props?.source !== 'ai' || to.props?.confirmed !== false) continue
+                      const moved = from.x !== to.x || from.y !== to.y || from.props?.w !== to.props?.w || from.props?.h !== to.props?.h
+                      if (moved) updates.push({ id: to.id, type: to.type, props: { confirmed: true } })
+                    }
+                    if (updates.length) editor.updateShapes(updates as any)
+                  } catch { /* non-fatal: implicit-confirm is best-effort */ }
+                }, { scope: 'document', source: 'user' })
+                applyDocViewConstraints(editor, [])
+                editor.resetZoom()
+                // Only seed the example guide for a genuinely-empty template AFTER it has loaded.
+                // (Previously `else seedGuide` fired on mount while `template` was still null during
+                // the async fetch, flashing placeholder shapes before the real shapes/PDF rendered.)
+                if (template) {
+                  const s = shapesFromTemplate(template, pageGeometriesRef.current)
+                  loadShapes(editor, s)
+                  if (!s.length) seedGuide(editor)
+                }
+                bringDomainShapesToFront(editor)
               }}
             />
           </Box>
 
-      <Paper elevation={8} sx={{ position: 'absolute', top: 12, left: 12, right: 12, px: 2, py: 1.25, display: 'flex', alignItems: 'center', gap: 1.5, borderRadius: 3, bgcolor: 'background.paper' }}>
-        <Button startIcon={<ArrowBackIcon />} onClick={() => navigate('/exam-marker')} size="small">Back</Button>
-        <Divider orientation="vertical" flexItem />
-        <Box sx={{ minWidth: 0, flex: 1 }}>
-          <Typography variant="subtitle1" noWrap>{template?.title ?? 'Template setup'}</Typography>
-          <Typography variant="caption" color="text.secondary">Exam Marker › Setup · coloured tools map to persisted regions; boundary start/end pairs can span pages.</Typography>
-        </Box>
-        <Chip size="small" color={dirty ? 'warning' : 'success'} label={dirty ? 'Unsaved' : 'Saved'} />
-        <Button variant="contained" startIcon={saving ? <CircularProgress size={16} color="inherit" /> : <SaveIcon />} onClick={save} disabled={saving || loading || !template}>Save</Button>
+          {/* AI review actions — appears while there are unconfirmed suggestions to resolve */}
+          {review.unconfirmed > 0 && (
+            <Paper elevation={6} sx={{ position: 'absolute', left: 16, bottom: 16, zIndex: 1002, px: 1, py: 0.75, borderRadius: 2, bgcolor: 'background.paper', display: 'flex', alignItems: 'center', gap: 0.75 }}>
+              <Chip size="small" color="warning" label={`${review.unconfirmed} AI unconfirmed`} sx={{ fontWeight: 700 }} />
+              <Tooltip title="Accept the selected AI suggestions (nudging one also confirms it)">
+                <span><Button size="small" color="success" startIcon={<CheckIcon fontSize="small" />} onClick={acceptSelected}>Accept</Button></span>
+              </Tooltip>
+              <Tooltip title="Reject (delete) the selected shapes">
+                <span><Button size="small" color="error" startIcon={<CloseIcon fontSize="small" />} onClick={rejectSelected}>Reject</Button></span>
+              </Tooltip>
+              <Tooltip title="Accept every AI suggestion on the page">
+                <span><Button size="small" variant="contained" startIcon={<DoneAllIcon fontSize="small" />} onClick={acceptAllAi}>Accept all</Button></span>
+              </Tooltip>
             </Paper>
+          )}
 
-      <Paper elevation={8} sx={{ position: 'absolute', top: 92, left: 12, p: 1.25, borderRadius: 3, bgcolor: 'background.paper' }}>
-        <Stack spacing={1}>{toolButtons}</Stack>
-      </Paper>
+          {/* Guide toggle */}
+          <Tooltip title={guideOpen ? 'Hide guide' : 'Show setup guide'} placement="left">
+            <IconButton onClick={() => setGuideOpen((v) => !v)} size="small" sx={{ position: 'absolute', right: 16, bottom: 16, zIndex: 1001, bgcolor: 'background.paper', boxShadow: 2, '&:hover': { bgcolor: 'background.paper' } }}>
+              <HelpOutlineIcon fontSize="small" color={guideOpen ? 'primary' : 'action'} />
+            </IconButton>
+          </Tooltip>
 
-      <Paper elevation={4} sx={{ position: 'absolute', right: 16, bottom: 16, maxWidth: 460, p: 2, borderRadius: 3, bgcolor: 'background.paper' }}>
+          {/* Guide panel — collapsible */}
+          <Collapse in={guideOpen} sx={{ position: 'absolute', right: 16, bottom: 48, zIndex: 1000, maxWidth: 440 }}>
+            <Paper elevation={4} sx={{ p: 2, borderRadius: 3, bgcolor: 'background.paper' }}>
               <Typography variant="subtitle2" gutterBottom>Setup guide</Typography>
               <Typography variant="body2" color="text.secondary" sx={{ mb: 1 }}>
-          1) Boundary start/end lines define each main question. 2) Draw amber Part boxes for markable sub-questions. 3) Draw coloured Response, Context, Q Number, Mark Area, Reference, and Furniture regions; Save derives parent links by containment.
+                1) Boundary start/end lines define each main question. 2) Draw amber Part boxes for markable sub-questions. 3) AI suggestions render dashed/translucent with confidence and cheap review flags; manual shapes stay solid.
               </Typography>
+              <Alert severity={review.unconfirmed || review.lowConfidence ? 'warning' : 'info'} variant="outlined" sx={{ my: 1 }}>
+                Review layer: {review.ai} AI suggestions, {review.unconfirmed} unconfirmed, {review.lowConfidence} below 70% confidence. Cheap flags include overlap, missing marks, uncertain labels, low confidence, and unconfirmed AI.
+              </Alert>
               <Stack direction="row" spacing={0.75} useFlexGap flexWrap="wrap" sx={{ my: 1 }}>
                 {(['boundary', 'part', 'response', 'context', 'question_number', 'mark_area', 'reference', 'furniture'] as const).map((kind) => {
                   const p = canvasShapePalette[kind]
@@ -288,15 +577,48 @@ const ExamTemplateSetupInner: React.FC = () => {
               </Stack>
               <Divider sx={{ my: 1 }} />
               <Typography variant="caption" color="text.secondary" display="block">Multi-page boundary pairing</Typography>
-        <Typography variant="body2" sx={{ fontWeight: 700 }}>Draw “Q start” on page N, then “Q end” on a later page; save pairs boundaries by reading order into one question span.</Typography>
-        <Typography variant="caption" color="text.secondary" display="block" sx={{ mt: 0.75 }}>Open design choices resolved for v1: labels use “Q start/end”; persistent Attached pills confirm containment; rectangles stay simple for dense multi-column papers; Back button remains explicit.</Typography>
+              <Typography variant="body2" sx={{ fontWeight: 700 }}>Draw "Q start" on page N, then "Q end" on a later page; save pairs boundaries by reading order into one question span.</Typography>
               <Typography variant="caption" color={pdfStatus === 'ready' ? 'success.main' : pdfStatus === 'error' ? 'error.main' : 'text.secondary'} sx={{ display: 'block', mt: 1 }}>
-          PDF backdrop: {pdfStatus === 'ready' ? 'loaded and locked behind regions' : pdfStatus === 'loading' ? 'loading…' : pdfStatus === 'missing' ? 'no source PDF for this template' : pdfError ?? 'failed to load'}
+                PDF: {pdfStatus === 'ready' ? 'loaded' : pdfStatus === 'loading' ? 'loading…' : pdfStatus === 'missing' ? 'no source PDF' : pdfError ?? 'failed'}
+              </Typography>
+              <Typography variant="caption" color="text.secondary" sx={{ display: 'block', mt: 1 }}>
+                Margins: {layoutSummary.length ? layoutSummary.join(' · ') : 'not detected yet'}
               </Typography>
             </Paper>
+          </Collapse>
 
-      {loading && <Box sx={{ position: 'absolute', inset: 0, display: 'grid', placeItems: 'center', bgcolor: 'rgba(15,23,42,.18)' }}><CircularProgress /></Box>}
-      {conflict && <Alert severity="warning" sx={{ position: 'absolute', top: 86, right: 16, maxWidth: 560 }} onClose={() => setConflict(null)}>{conflict}</Alert>}
+          {/* Conflict alert */}
+          {conflict && <Alert severity="warning" sx={{ position: 'absolute', top: 16, right: 16, maxWidth: 560, zIndex: 1001 }} onClose={() => setConflict(null)}>{conflict}</Alert>}
+        </Box>
+      </Box>
+
+      {loading && <Box sx={{ position: 'absolute', inset: 0, display: 'grid', placeItems: 'center', bgcolor: 'rgba(15,23,42,.18)', zIndex: 10 }}><CircularProgress /></Box>}
+      <Dialog open={digitalOpen} onClose={() => setDigitalOpen(false)} maxWidth="md" fullWidth>
+        <DialogTitle sx={{ display: 'flex', alignItems: 'center', gap: 1 }}>
+          <DescriptionIcon fontSize="small" />
+          Digital text
+          {digitalText && <Typography component="span" variant="body2" color="text.secondary">— {digitalText.title} · {digitalText.n_questions}Q · {digitalText.total_marks} marks</Typography>}
+          <Box sx={{ flex: 1 }} />
+          {digitalText && (
+            <Tooltip title="Download markdown">
+              <IconButton size="small" onClick={() => {
+                const blob = new Blob([digitalText.markdown], { type: 'text/markdown' })
+                const url = URL.createObjectURL(blob); const a = document.createElement('a')
+                a.href = url; a.download = `${digitalText.slug}.md`; a.click(); URL.revokeObjectURL(url)
+              }}><SaveIcon fontSize="small" /></IconButton>
+            </Tooltip>
+          )}
+        </DialogTitle>
+        <DialogContent dividers>
+          {digitalBusy ? (
+            <Box sx={{ display: 'flex', justifyContent: 'center', py: 4 }}><CircularProgress /></Box>
+          ) : digitalText ? (
+            <Box component="pre" sx={{ whiteSpace: 'pre-wrap', wordBreak: 'break-word', fontFamily: 'ui-monospace, SFMono-Regular, Menlo, monospace', fontSize: 13, m: 0 }}>{digitalText.markdown}</Box>
+          ) : (
+            <Typography variant="body2" color="text.secondary">No digital text available.</Typography>
+          )}
+        </DialogContent>
+      </Dialog>
       <Snackbar open={!!error} autoHideDuration={8000} onClose={() => setError(null)}><Alert severity="error" onClose={() => setError(null)}>{error}</Alert></Snackbar>
     </Box>
   )

src/pages/exam/setup/examCanvasShapes.tsx

@@ -1,7 +1,10 @@
 
 import React from 'react'
-import { BaseBoxShapeTool, BaseBoxShapeUtil, HTMLContainer, T, TLBaseBoxShape, toDomPrecision } from '@tldraw/tldraw'
+import { BaseBoxShapeTool, BaseBoxShapeUtil, Edge2d, HTMLContainer, ShapeUtil, T, TLBaseBoxShape, Vec, toDomPrecision } from '@tldraw/tldraw'
+import type { TLHandle } from '@tldraw/tldraw'
+import { PAGE_WIDTH } from '../../../utils/exam-canvas/model'
 import type { ExamCanvasRegionKind, ExamCanvasShapeKind } from '../../../utils/exam-canvas/model'
+import type { ExamTemplateSource } from '../../../types/exam.types'
 
 export const PDF_PAGE_SHAPE_TYPE = 'exam-pdf-page'
 
@@ -32,7 +35,18 @@ export type ExamCanvasTLShape = TLBaseBoxShape & {
     responseForm?: string
     contextType?: string
     questionId?: string | null
+    parentId?: string | null
+    isContainer?: boolean
+    depth?: number
+    description?: string
+    linkLabel?: string
+    metaJson?: string
     domainId?: string
+    source?: 'manual' | 'ai'
+    confirmed?: boolean
+    confidence?: number | null
+    derivation?: string | null
+    reviewFlags?: string
   }
 }
 
@@ -58,42 +72,203 @@ export const canvasShapePalette: Record<ExamCanvasShapeKind, CanvasPaletteEntry>
   furniture: { stroke: '#64748b', fill: 'rgba(100,116,139,0.12)', darkStroke: '#cbd5e1', darkFill: 'rgba(148,163,184,0.18)', dash: '3 5', label: 'Furniture', icon: '×', role: 'ignore' },
 }
 
+// Human-legible names for the extraction service's response forms — so the canvas SHOWS what was
+// recognised (multiple-choice, draw-on, table…), not just a generic "Response" box.
+const RESPONSE_FORM_LABEL: Record<string, string> = {
+  lines: 'ruled lines',
+  'answer-box': 'answer box',
+  working: 'working space',
+  diagram: 'draw-on',
+  'tick-boxes': 'multiple choice',
+  table: 'table',
+  blanks: 'fill-in',
+}
+
 const shapeCss = `
 .exam-canvas-shape { --exam-stroke: var(--exam-light-stroke); --exam-fill: var(--exam-light-fill); }
 [data-color-mode="dark"] .exam-canvas-shape, .tl-theme__dark .exam-canvas-shape { --exam-stroke: var(--exam-dark-stroke); --exam-fill: var(--exam-dark-fill); }
 .exam-canvas-shape__pill { background: rgba(255,255,255,.90); color: var(--exam-stroke); box-shadow: 0 1px 4px rgba(15,23,42,.14); }
+.exam-canvas-shape__flag { background: rgba(251,191,36,.94); color: #78350f; box-shadow: 0 1px 4px rgba(120,53,15,.18); }
+.exam-canvas-shape__confidence { background: rgba(15,23,42,.82); color: #fff; }
 [data-color-mode="dark"] .exam-canvas-shape__pill, .tl-theme__dark .exam-canvas-shape__pill { background: rgba(15,23,42,.88); color: var(--exam-stroke); box-shadow: 0 1px 5px rgba(0,0,0,.35); }
+[data-color-mode="dark"] .exam-canvas-shape__flag, .tl-theme__dark .exam-canvas-shape__flag { background: rgba(251,191,36,.88); color: #422006; }
 `
 
+
+function confidenceLabel(confidence: number | null | undefined) {
+  return typeof confidence === 'number' ? `${Math.round(confidence * 100)}%` : null
+}
+
+// Unconfirmed AI ghosts fade by confidence (fainter = less certain); confirmed/manual render solid.
+function ghostOpacity(confidence: number | null | undefined) {
+  if (typeof confidence !== 'number') return 0.72
+  return 0.5 + 0.4 * Math.max(0, Math.min(1, confidence))
+}
+
+function reviewFlags(shape: ExamCanvasTLShape): string[] {
+  return (shape.props.reviewFlags ?? '').split('|').map((flag) => flag.trim()).filter(Boolean)
+}
+
+function provenanceTitle(shape: ExamCanvasTLShape, base: string) {
+  const bits = [base]
+  if (shape.props.source === 'ai') bits.push(shape.props.confirmed === false ? 'AI suggestion, unconfirmed' : 'AI, confirmed')
+  const confidence = confidenceLabel(shape.props.confidence)
+  if (confidence) bits.push(`confidence ${confidence}`)
+  if (shape.props.derivation) bits.push(`derivation: ${shape.props.derivation}`)
+  const flags = reviewFlags(shape)
+  if (flags.length) bits.push(`review flags: ${flags.join(', ')}`)
+  return bits.join(' • ')
+}
+
+function renderBoundaryLine(shape: ExamCanvasTLShape) {
+  const p = canvasShapePalette.boundary
+  const lineY = Math.max(1, Math.min(shape.props.h - 1, shape.props.h / 2))
+  const isAi = shape.props.source === 'ai'
+  const isGhost = isAi && shape.props.confirmed === false
+  const confidence = confidenceLabel(shape.props.confidence)
+  const flags = reviewFlags(shape)
+  return (
+    <HTMLContainer id={shape.id} style={{ width: toDomPrecision(shape.props.w), height: toDomPrecision(shape.props.h), overflow: 'visible', pointerEvents: 'all' }}>
+      <style>{shapeCss}</style>
+      <svg width={toDomPrecision(shape.props.w)} height={toDomPrecision(shape.props.h)} aria-label={`${p.label}: ${p.role}`} style={{ display: 'block', overflow: 'visible' }}>
+        <line x1={0} x2={toDomPrecision(shape.props.w)} y1={lineY} y2={lineY} stroke="var(--exam-stroke)" strokeWidth={2.5} strokeDasharray={isGhost ? '4 6' : p.dash} strokeLinecap="round" opacity={isGhost ? ghostOpacity(shape.props.confidence) : 1} style={{ '--exam-light-stroke': p.stroke, '--exam-dark-stroke': p.darkStroke } as React.CSSProperties} />
+      </svg>
+      <span className="exam-canvas-shape__pill" style={{ position: 'absolute', left: 8, top: -24, fontSize: 11, fontWeight: 900, textTransform: 'uppercase', letterSpacing: 0.6, borderRadius: 999, padding: '2px 7px', display: 'inline-flex', alignItems: 'center', gap: 5, color: p.stroke }}>
+        <span aria-hidden="true">{isGhost ? 'AI' : p.icon}</span>
+        {shape.props.label || p.label}
+      </span>
+      {confidence && <span className="exam-canvas-shape__pill exam-canvas-shape__confidence" style={{ position: 'absolute', right: 8, top: -24, fontSize: 11, fontWeight: 900, borderRadius: 999, padding: '2px 7px' }}>{confidence}</span>}
+      {flags.slice(0, 2).map((flag, index) => <span key={flag} className="exam-canvas-shape__pill exam-canvas-shape__flag" style={{ position: 'absolute', left: 8, top: 10 + index * 22, fontSize: 10, fontWeight: 900, borderRadius: 999, padding: '1px 6px' }}>{flag}</span>)}
+    </HTMLContainer>
+  )
+}
+
+// Distinct look for a container box (main question / intermediate part). It frames its children rather than
+// filling over them: transparent interior + a coloured border whose hue shifts by nesting depth, so
+// question ⊃ part ⊃ subpart reads as nested frames on the paper.
+const CONTAINER_DEPTH_STROKE = ['#4f46e5', '#0d9488', '#b45309']
+function containerStroke(depth: number) { return CONTAINER_DEPTH_STROKE[Math.min(depth, CONTAINER_DEPTH_STROKE.length - 1)] }
+
+function marksPill(maxMarks: number | undefined) {
+  if (typeof maxMarks !== 'number' || maxMarks <= 0) return null
+  return (
+    <span className="exam-canvas-shape__pill" style={{ fontSize: 11, fontWeight: 900, borderRadius: 999, padding: '2px 7px', display: 'inline-flex', alignItems: 'center', gap: 3 }} title={`${maxMarks} mark${maxMarks === 1 ? '' : 's'}`}>
+      <span aria-hidden="true" style={{ opacity: 0.7 }}>◆</span>{maxMarks}
+    </span>
+  )
+}
+
+function parseMeta(shape: ExamCanvasTLShape): Record<string, any> | null {
+  try { return shape.props.metaJson ? JSON.parse(shape.props.metaJson) : null } catch { return null }
+}
+
+// Draw the recognised answer sub-structure INSIDE a response box, using the box-relative [0,1] coords the
+// contract now carries: numbered sub-answer bands ("suggest two" → 1, 2), per-option MC selection boxes, and
+// the final-answer line's expected quantity/unit.
+function renderResponseSubstructure(shape: ExamCanvasTLShape): React.ReactNode {
+  const m = parseMeta(shape)
+  if (!m) return null
+  const pct = (v: any, d = 0) => `${Math.max(0, Math.min(1, Number(v ?? d))) * 100}%`
+  const els: React.ReactNode[] = []
+  const comps: any[] = Array.isArray(m.components) ? m.components : []
+  comps.forEach((c, i) => {
+    if (i === 0) return   // first band starts at the box top; a divider there is noise
+    els.push(<div key={`cd${i}`} style={{ position: 'absolute', left: 0, right: 0, top: pct(c.rel_y0), borderTop: '1px dashed var(--exam-stroke)', opacity: 0.45 }} />)
+  })
+  comps.forEach((c, i) => els.push(
+    <span key={`cl${i}`} className="exam-canvas-shape__pill" style={{ position: 'absolute', left: 4, top: `calc(${pct(c.rel_y0)} + 2px)`, fontSize: 10, fontWeight: 900, borderRadius: 6, padding: '0 5px', opacity: 0.95 }}>{c.label ?? i + 1}</span>
+  ))
+  const boxes: any[] = Array.isArray(m.boxes) ? m.boxes : []
+  boxes.forEach((b, i) => {
+    const rel = b.rel || {}
+    const filled = Number(b.fill ?? 0) > 0.35
+    els.push(<div key={`bx${i}`} title={`option ${i + 1}${filled ? ' (marked)' : ''}`} style={{ position: 'absolute', left: pct(rel.x0), top: pct(rel.y0), width: pct(Number(rel.x1) - Number(rel.x0)), height: pct(Number(rel.y1) - Number(rel.y0)), border: '1.5px solid var(--exam-stroke)', borderRadius: 3, background: filled ? 'var(--exam-stroke)' : 'transparent', opacity: filled ? 0.5 : 0.85, boxSizing: 'border-box' }} />)
+  })
+  // "tick N" instruction for multiple-choice (select_n = how many boxes to tick)
+  const selectN = Number(m.select_n ?? 0)
+  if (selectN > 0 && boxes.length) {
+    els.push(<span key="tickn" className="exam-canvas-shape__pill" style={{ position: 'absolute', left: 4, top: 2, fontSize: 10, fontWeight: 900, borderRadius: 6, padding: '0 5px', opacity: 0.95 }}>tick {selectN}</span>)
+  }
+  const fal = m.final_answer_line
+  if (fal && (fal.unit || fal.quantity)) {
+    els.push(<span key="fal" className="exam-canvas-shape__pill" style={{ position: 'absolute', right: 4, top: `calc(${pct(fal.rel_y, 0.9)} - 8px)`, maxWidth: 'calc(100% - 8px)', whiteSpace: 'nowrap', overflow: 'hidden', textOverflow: 'ellipsis', fontSize: 10, fontWeight: 800, borderRadius: 6, padding: '0 5px', opacity: 0.95 }} title="expected final answer">{[fal.quantity, fal.unit && `(${fal.unit})`].filter(Boolean).join(' ')}</span>)
+  }
+  return els.length ? <>{els}</> : null
+}
+
+// A container question is a BACKDROP, not a big box over the content: the main question (depth 0) relies on
+// its start/end boundary rules for extent and shows only a small corner tab (label + total marks); an
+// intermediate part-group (depth ≥ 1) also gets a faint dashed frame to convey nesting. Non-interactive so it
+// never blocks a hover on the figures/responses on top.
+function renderContainerTab(shape: ExamCanvasTLShape) {
+  const depth = shape.props.depth ?? 0
+  const stroke = containerStroke(depth)
+  const isAiSuggestion = shape.props.source === 'ai' && shape.props.confirmed === false
+  const marks = shape.props.maxMarks
+  const title = provenanceTitle(shape, depth === 0 ? 'Question (container)' : 'Part group (container)')
+  return (
+    <HTMLContainer id={shape.id} style={{ width: toDomPrecision(shape.props.w), height: toDomPrecision(shape.props.h), pointerEvents: 'none', overflow: 'visible' }}>
+      <style>{shapeCss}</style>
+      {depth > 0 && <div style={{ position: 'absolute', inset: 0, border: `1px dashed ${stroke}`, borderRadius: 12, opacity: 0.3, boxSizing: 'border-box' }} />}
+      <span className="exam-canvas-shape__pill" title={title} style={{ position: 'absolute', left: 0, top: -3, display: 'inline-flex', alignItems: 'center', gap: 5, fontSize: 11, fontWeight: 900, borderRadius: 8, padding: '2px 7px', color: stroke, border: `1.5px solid ${stroke}`, background: 'rgba(255,255,255,0.92)', whiteSpace: 'nowrap' }}>
+        <span aria-hidden="true">{isAiSuggestion ? 'AI' : (depth === 0 ? '▣' : '▢')}</span>
+        {shape.props.label}
+        {typeof marks === 'number' && marks > 0 && <span style={{ opacity: 0.85 }}>· {marks}m</span>}
+      </span>
+    </HTMLContainer>
+  )
+}
+
 function renderShape(shape: ExamCanvasTLShape) {
   const kind = shape.props.kind
   const p = canvasShapePalette[kind] ?? canvasShapePalette.response
   const isBoundary = kind === 'boundary'
+  const isAiSuggestion = shape.props.source === 'ai' && shape.props.confirmed === false
+  if (isBoundary) return renderBoundaryLine(shape)
+  const isContainer = shape.props.isContainer === true && kind === 'part'
+  if (isContainer) return renderContainerTab(shape)
+  const isPreamble = kind === 'context' && shape.props.contextType === 'preamble'
+  const depth = shape.props.depth ?? 0
+  const stroke = isContainer ? containerStroke(depth) : p.stroke
+  const darkStroke = isContainer ? containerStroke(depth) : p.darkStroke
+  const confidence = confidenceLabel(shape.props.confidence)
+  const flags = reviewFlags(shape)
+  const roleLabel = isContainer ? (depth === 0 ? 'Question: container' : 'Part: container') : `${p.label}: ${p.role}`
+  const title = shape.props.description ? `${provenanceTitle(shape, roleLabel)} • ${shape.props.description}` : provenanceTitle(shape, roleLabel)
   return (
-    <HTMLContainer id={shape.id} style={{ width: toDomPrecision(shape.props.w), height: toDomPrecision(shape.props.h), pointerEvents: 'all' }}>
+    <HTMLContainer id={shape.id} style={{ width: toDomPrecision(shape.props.w), height: toDomPrecision(shape.props.h), pointerEvents: isPreamble ? 'none' : 'all' }}>
       <style>{shapeCss}</style>
       <div
-        className={`exam-canvas-shape exam-canvas-shape--${kind}`}
+        className={`exam-canvas-shape exam-canvas-shape--${kind}${isContainer ? ' exam-canvas-shape--container' : ''}`}
         style={{
-          '--exam-light-stroke': p.stroke,
+          '--exam-light-stroke': stroke,
           '--exam-light-fill': p.fill,
-          '--exam-dark-stroke': p.darkStroke,
+          '--exam-dark-stroke': darkStroke,
           '--exam-dark-fill': p.darkFill,
-          width: '100%', height: '100%', boxSizing: 'border-box', border: `${isBoundary ? 2 : 1.5}px solid var(--exam-stroke)`,
-          borderStyle: p.dash ? 'dashed' : 'solid', borderRadius: isBoundary ? 999 : 10,
-          background: isBoundary ? 'transparent' : 'var(--exam-fill)', color: 'var(--exam-stroke)', fontFamily: 'Inter, system-ui, sans-serif',
-          display: 'flex', alignItems: isBoundary ? 'center' : 'flex-start', justifyContent: isBoundary ? 'center' : 'space-between',
-          padding: isBoundary ? '0 8px' : 8, boxShadow: isBoundary ? '0 0 0 3px rgba(239,68,68,0.08)' : '0 10px 22px rgba(15,23,42,0.10)', overflow: 'hidden', gap: 6,
+          width: '100%', height: '100%', boxSizing: 'border-box', border: `${isContainer ? 2.5 : 1.5}px ${isContainer ? 'solid' : (isAiSuggestion ? 'dashed' : p.dash ? 'dashed' : 'solid')} var(--exam-stroke)`,
+          borderRadius: isContainer ? 14 : 10,
+          background: isContainer ? 'transparent' : 'var(--exam-fill)', opacity: isAiSuggestion ? ghostOpacity(shape.props.confidence) : 1, color: 'var(--exam-stroke)', fontFamily: 'Inter, system-ui, sans-serif',
+          display: 'flex', alignItems: 'flex-start', justifyContent: 'space-between',
+          padding: 8, boxShadow: isContainer ? 'none' : '0 10px 22px rgba(15,23,42,0.10)', overflow: 'hidden', gap: 6,
         } as React.CSSProperties}
-        aria-label={`${p.label}: ${p.role}`}
-        title={`${p.label}: ${p.role}`}
+        aria-label={title}
+        title={title}
       >
-        <span className="exam-canvas-shape__pill" style={{ fontSize: 12, fontWeight: 900, textTransform: 'uppercase', letterSpacing: 0.6, borderRadius: 999, padding: '2px 7px', display: 'inline-flex', alignItems: 'center', gap: 5 }}>
-          <span aria-hidden="true">{p.icon}</span>
+        {kind === 'response' && renderResponseSubstructure(shape)}
+        <span className="exam-canvas-shape__pill" style={{ fontSize: 12, fontWeight: 900, textTransform: 'uppercase', letterSpacing: 0.6, borderRadius: 999, padding: '2px 7px', display: 'inline-flex', alignItems: 'center', gap: 5, maxWidth: 'calc(100% - 60px)', overflow: 'hidden', textOverflow: 'ellipsis', whiteSpace: 'nowrap', zIndex: 1 }}>
+          <span aria-hidden="true">{isAiSuggestion ? 'AI' : (isContainer ? (depth === 0 ? '▣' : '▢') : p.icon)}</span>
           {shape.props.label || p.label}
         </span>
-        {!isBoundary && shape.props.questionId && <span className="exam-canvas-shape__pill" style={{ fontSize: 11, fontWeight: 800, borderRadius: 999, padding: '2px 7px' }}>Attached</span>}
-        {isBoundary && <span className="exam-canvas-shape__pill" style={{ fontSize: 10, fontWeight: 800, borderRadius: 999, padding: '1px 6px' }}>pair across pages</span>}
+        <span style={{ display: 'inline-flex', alignItems: 'center', gap: 4, flexShrink: 0 }}>
+          {marksPill(shape.props.maxMarks)}
+          {confidence && <span className="exam-canvas-shape__pill exam-canvas-shape__confidence" style={{ fontSize: 11, fontWeight: 900, borderRadius: 999, padding: '2px 7px' }}>{confidence}</span>}
+          {!confidence && !marksPill(shape.props.maxMarks) && shape.props.questionId && kind !== 'context' && <span className="exam-canvas-shape__pill" style={{ fontSize: 11, fontWeight: 800, borderRadius: 999, padding: '2px 7px' }}>Attached</span>}
+        </span>
+        {flags.length > 0 && <span className="exam-canvas-shape__pill exam-canvas-shape__flag" style={{ position: 'absolute', left: 8, bottom: 8, fontSize: 10, fontWeight: 900, borderRadius: 999, padding: '1px 6px', maxWidth: 'calc(100% - 16px)', whiteSpace: 'nowrap', overflow: 'hidden', textOverflow: 'ellipsis' }}>{flags.slice(0, 2).join(' · ')}</span>}
+        {kind === 'response' && shape.props.responseForm && <span className="exam-canvas-shape__pill" style={{ position: 'absolute', right: 8, bottom: 8, fontSize: 10, fontWeight: 800, borderRadius: 999, padding: '1px 6px', opacity: 0.9 }}>{RESPONSE_FORM_LABEL[shape.props.responseForm] ?? shape.props.responseForm}</span>}
+        {/* Context region: a visible tether to its owning question + the figure kind. */}
+        {kind === 'context' && shape.props.linkLabel && <span className="exam-canvas-shape__pill" style={{ position: 'absolute', left: 8, bottom: 8, fontSize: 10, fontWeight: 800, borderRadius: 999, padding: '1px 6px', opacity: 0.95 }}>→ {shape.props.linkLabel}</span>}
+        {kind === 'context' && shape.props.contextType && shape.props.contextType !== 'generic' && <span className="exam-canvas-shape__pill" style={{ position: 'absolute', right: 8, bottom: 8, fontSize: 10, fontWeight: 800, borderRadius: 999, padding: '1px 6px', opacity: 0.9 }}>{shape.props.contextType}</span>}
       </div>
     </HTMLContainer>
   )
@@ -101,10 +276,10 @@ function renderShape(shape: ExamCanvasTLShape) {
 
 function defaultProps(kind: ExamCanvasShapeKind, w: number, h: number) {
   const p = canvasShapePalette[kind]
-  return { w, h, label: p.label, kind, responseForm: kind === 'response' ? 'lines' : undefined, contextType: kind === 'context' ? 'generic' : undefined }
+  return { w, h, label: p.label, kind, responseForm: kind === 'response' ? 'lines' : undefined, contextType: kind === 'context' ? 'generic' : undefined, source: 'manual' as const, confirmed: true }
 }
 
-const sharedProps = { w: T.number, h: T.number, label: T.string, kind: T.string, maxMarks: T.optional(T.number), responseForm: T.optional(T.string), contextType: T.optional(T.string), questionId: T.optional(T.string), domainId: T.optional(T.string) }
+const sharedProps = { w: T.number, h: T.number, label: T.string, kind: T.string, maxMarks: T.optional(T.number), responseForm: T.optional(T.string), contextType: T.optional(T.string), questionId: T.optional(T.string), parentId: T.optional(T.string), isContainer: T.optional(T.boolean), depth: T.optional(T.number), description: T.optional(T.string), linkLabel: T.optional(T.string), metaJson: T.optional(T.string), domainId: T.optional(T.string), source: T.optional(T.string), confirmed: T.optional(T.boolean), confidence: T.optional(T.number), derivation: T.optional(T.string), reviewFlags: T.optional(T.string) }
 const ind = (s: ExamCanvasTLShape | ExamPdfPageTLShape) => <rect width={toDomPrecision(s.props.w)} height={toDomPrecision(s.props.h)} />
 
 class PdfPageUtil extends BaseBoxShapeUtil<ExamPdfPageTLShape> {
@@ -121,7 +296,55 @@ class PdfPageUtil extends BaseBoxShapeUtil<ExamPdfPageTLShape> {
   }
   override indicator(shape: ExamPdfPageTLShape) { return ind(shape) }
 }
-class BoundaryUtil extends BaseBoxShapeUtil<ExamCanvasTLShape> { static override type = SHAPE_TYPES.boundary; static override props = sharedProps; override getDefaultProps(){ return defaultProps('boundary', 680, 8) }; override component(shape: ExamCanvasTLShape){ return renderShape(shape) }; override indicator(shape: ExamCanvasTLShape){ return ind(shape) } }
+class BoundaryUtil extends ShapeUtil<ExamCanvasTLShape> {
+  static override type = SHAPE_TYPES.boundary
+  static override props = sharedProps
+
+  override getDefaultProps() { return defaultProps('boundary', PAGE_WIDTH, 8) }
+  override canEdit() { return false }
+  override canResize() { return false }
+  override canBind() { return false }
+  override hideResizeHandles() { return true }
+  override hideRotateHandle() { return true }
+  override hideSelectionBoundsBg() { return true }
+
+  private pageSpanForY(y: number) {
+    const pages = this.editor.getCurrentPageShapes().filter((shape): shape is ExamPdfPageTLShape => shape.type === PDF_PAGE_SHAPE_TYPE)
+    const hit = pages.find((page) => y >= page.y && y <= page.y + page.props.h)
+    const nearest = hit ?? pages.reduce<ExamPdfPageTLShape | null>((best, page) => {
+      if (!best) return page
+      const pageDy = Math.min(Math.abs(y - page.y), Math.abs(y - (page.y + page.props.h)))
+      const bestDy = Math.min(Math.abs(y - best.y), Math.abs(y - (best.y + best.props.h)))
+      return pageDy < bestDy ? page : best
+    }, null)
+    return nearest ? { x: nearest.x, w: nearest.props.w } : { x: 0, w: PAGE_WIDTH }
+  }
+
+  private normalize(shape: ExamCanvasTLShape): ExamCanvasTLShape {
+    const span = this.pageSpanForY(shape.y + shape.props.h / 2)
+    return { ...shape, x: span.x, rotation: 0, props: { ...shape.props, w: span.w, h: 8, kind: 'boundary' } }
+  }
+
+  override getGeometry(shape: ExamCanvasTLShape) {
+    const y = shape.props.h / 2
+    return new Edge2d({ start: new Vec(0, y), end: new Vec(shape.props.w, y) })
+  }
+
+  override getHandles(shape: ExamCanvasTLShape): TLHandle[] {
+    return [{ id: 'y', type: 'vertex', index: 'a1' as any, x: shape.props.w / 2, y: shape.props.h / 2, canSnap: false }]
+  }
+
+  override onBeforeCreate(next: ExamCanvasTLShape) { return this.normalize(next) }
+  override onBeforeUpdate(_prev: ExamCanvasTLShape, next: ExamCanvasTLShape) { return this.normalize(next) }
+  override onTranslate(initial: ExamCanvasTLShape, current: ExamCanvasTLShape): any {
+    return this.normalize({ ...current, x: initial.x })
+  }
+  override onHandleDrag(shape: ExamCanvasTLShape, { handle }: { handle: TLHandle }): any {
+    return this.normalize({ ...shape, y: shape.y + handle.y - shape.props.h / 2 })
+  }
+  override component(shape: ExamCanvasTLShape) { return renderShape(shape) }
+  override indicator(shape: ExamCanvasTLShape) { return <path d={`M 0 ${toDomPrecision(shape.props.h / 2)} L ${toDomPrecision(shape.props.w)} ${toDomPrecision(shape.props.h / 2)}`} /> }
+}
 class PartUtil extends BaseBoxShapeUtil<ExamCanvasTLShape> { static override type = SHAPE_TYPES.part; static override props = sharedProps; override getDefaultProps(){ return defaultProps('part', 420, 170) }; override component(shape: ExamCanvasTLShape){ return renderShape(shape) }; override indicator(shape: ExamCanvasTLShape){ return ind(shape) } }
 function regionUtil(type: string, kind: ExamCanvasRegionKind, w = 360, h = 120) { return class extends BaseBoxShapeUtil<ExamCanvasTLShape> { static override type = type; static override props = sharedProps; override getDefaultProps(){ return defaultProps(kind, w, h) }; override component(shape: ExamCanvasTLShape){ return renderShape(shape) }; override indicator(shape: ExamCanvasTLShape){ return ind(shape) } } }
 

src/pages/timetable/ClassDetailPage.tsx

@@ -9,6 +9,8 @@ import {
     ArrowBack, PersonAdd, PersonRemove, CheckCircle, Cancel, School,
 } from '@mui/icons-material';
 import { useAuth } from '../../contexts/AuthContext';
+import { ResultsWidget } from '../exam';
+import MarkbookPanel from './MarkbookPanel';
 
 const API_BASE = import.meta.env.VITE_API_BASE || import.meta.env.VITE_API_URL || '/api';
 
@@ -131,10 +133,20 @@ const ClassDetailPage: React.FC = () => {
         setLoading(true);
         setError(null);
         try {
-            const clsRes = await fetch(`${API_BASE}/classes/${classId}`, {
+            const clsRes = await fetch(`${API_BASE}/database/timetable/classes/${classId}`, {
                 headers: { Authorization: `Bearer ${accessToken}` },
             }).then(r => r.json());
-            if (clsRes.id) setCls(clsRes);
+            if (clsRes.id) {
+                setCls({
+                    ...clsRes,
+                    class_code: clsRes.class_code || clsRes.code,
+                    year_group: clsRes.year_group || clsRes.school_year,
+                    teachers: clsRes.teachers || [],
+                    students: clsRes.students || [],
+                    enrollment_requests: clsRes.enrollment_requests || [],
+                    student_count: clsRes.student_count ?? clsRes.students?.length ?? 0,
+                });
+            }
             else setError(clsRes.detail || 'Class not found');
             const role = bootstrapData?.active_institute?.membership_role || '';
             setIsAdmin(role === 'school_admin' || role === 'department_head');
@@ -174,20 +186,20 @@ const ClassDetailPage: React.FC = () => {
 
     const handleAddStudent = async (studentId: string) => {
         setActionError(null);
-        const res = await apiPost(`/classes/${classId}/students`, { student_id: studentId });
+        const res = await apiPost(`/database/timetable/classes/${classId}/students`, { student_id: studentId });
         if (res.status === 'ok') load();
         else setActionError(res.detail || 'Failed to add student');
     };
 
     const handleRemoveStudent = async (studentId: string) => {
         setActionError(null);
-        await apiDelete(`/classes/${classId}/students/${studentId}`);
+        await apiDelete(`/database/timetable/classes/${classId}/students/${studentId}`);
         load();
     };
 
     const handleEnrollmentResponse = async (requestId: string, action: 'approve' | 'reject') => {
         setActionError(null);
-        const res = await apiPatch(`/classes/${classId}/enrollment-requests/${requestId}`, { action });
+        const res = await apiPatch(`/database/timetable/classes/${classId}/enrollment-requests/${requestId}`, { action });
         if (res.status === 'ok') load();
         else setActionError(res.detail || 'Action failed');
     };
@@ -254,9 +266,12 @@ const ClassDetailPage: React.FC = () => {
                 </Alert>
             )}
 
+            <ResultsWidget classId={cls.id} className={cls.name} />
+
             {/* Tabs */}
             <Tabs value={tab} onChange={(_, v) => setTab(v)} sx={{ borderBottom: 1, borderColor: 'divider', mb: 2 }}>
                 <Tab label={`Students (${cls.student_count})`} />
+                <Tab label="Markbook" />
                 <Tab label={`Requests${pendingCount > 0 ? ` (${pendingCount})` : ''}`} />
                 <Tab label={`Teachers (${cls.teachers.length})`} />
             </Tabs>
@@ -319,8 +334,13 @@ const ClassDetailPage: React.FC = () => {
                 </Box>
             )}
 
-            {/* Enrollment requests tab */}
+            {/* Markbook tab */}
             {tab === 1 && (
+                <MarkbookPanel classId={cls.id} accessToken={accessToken || ''} />
+            )}
+
+            {/* Enrollment requests tab */}
+            {tab === 2 && (
                 <Box>
                     {cls.enrollment_requests.length === 0 ? (
                         <Typography color="text.secondary" sx={{ py: 4, textAlign: 'center' }}>
@@ -379,7 +399,7 @@ const ClassDetailPage: React.FC = () => {
             )}
 
             {/* Teachers tab */}
-            {tab === 2 && (
+            {tab === 3 && (
                 <Box sx={{ display: 'flex', flexDirection: 'column', gap: 1 }}>
                     {cls.teachers.length === 0 ? (
                         <Typography color="text.secondary" sx={{ py: 4, textAlign: 'center' }}>

src/pages/timetable/MarkbookPanel.tsx

@@ -0,0 +1,319 @@
+import React, { useCallback, useEffect, useMemo, useState } from 'react';
+import {
+  Alert,
+  Box,
+  Button,
+  CircularProgress,
+  Dialog,
+  DialogActions,
+  DialogContent,
+  DialogTitle,
+  Paper,
+  Stack,
+  Table,
+  TableBody,
+  TableCell,
+  TableContainer,
+  TableHead,
+  TableRow,
+  TextField,
+  Typography,
+} from '@mui/material';
+import AddIcon from '@mui/icons-material/Add';
+import DownloadIcon from '@mui/icons-material/Download';
+
+import { API_BASE } from '../../config/apiConfig';
+
+interface Assessment {
+  id: string;
+  title: string;
+  date?: string | null;
+  max_marks: number;
+}
+
+interface MarkbookStudent {
+  student_id: string;
+  student_name: string;
+  row_number: number;
+  marks: Record<string, number | null>;
+  total: number | null;
+  percentage: number | null;
+}
+
+interface AssessmentSummary {
+  assessment_id: string;
+  entered_count: number;
+  average_mark: number | null;
+  average_percentage: number | null;
+}
+
+interface MarkbookGrid {
+  assessments: Assessment[];
+  students: MarkbookStudent[];
+  assessment_summaries: AssessmentSummary[];
+  summary: {
+    student_count: number;
+    assessment_count: number;
+    entered_mark_count: number;
+    class_average_mark: number | null;
+  };
+}
+
+interface MarkbookPanelProps {
+  classId: string;
+  accessToken: string;
+}
+
+const MARKBOOK_BASE = `${API_BASE}/api/markbook`;
+
+function formatNumber(value: number | null | undefined) {
+  return value === null || value === undefined ? '—' : Number(value).toFixed(Number.isInteger(value) ? 0 : 1);
+}
+
+function markInputValue(value: number | null | undefined) {
+  return value === null || value === undefined ? '' : String(value);
+}
+
+function AddAssessmentDialog({
+  open,
+  saving,
+  onClose,
+  onCreate,
+}: {
+  open: boolean;
+  saving: boolean;
+  onClose: () => void;
+  onCreate: (payload: { title: string; date?: string; max_marks: number }) => Promise<void>;
+}) {
+  const [title, setTitle] = useState('');
+  const [date, setDate] = useState('');
+  const [maxMarks, setMaxMarks] = useState('100');
+
+  useEffect(() => {
+    if (open) {
+      setTitle('');
+      setDate('');
+      setMaxMarks('100');
+    }
+  }, [open]);
+
+  const handleCreate = async () => {
+    const parsedMax = Number(maxMarks);
+    if (!title.trim() || !Number.isFinite(parsedMax) || parsedMax <= 0) return;
+    await onCreate({ title: title.trim(), date: date || undefined, max_marks: parsedMax });
+  };
+
+  return (
+    <Dialog open={open} onClose={onClose} maxWidth="xs" fullWidth>
+      <DialogTitle>Add assessment column</DialogTitle>
+      <DialogContent sx={{ pt: 2 }}>
+        <Stack spacing={2} sx={{ mt: 1 }}>
+          <TextField label="Title" size="small" value={title} onChange={(e) => setTitle(e.target.value)} autoFocus />
+          <TextField label="Date" type="date" size="small" value={date} onChange={(e) => setDate(e.target.value)} InputLabelProps={{ shrink: true }} />
+          <TextField label="Max marks" type="number" size="small" value={maxMarks} onChange={(e) => setMaxMarks(e.target.value)} inputProps={{ min: 0, step: 0.5 }} />
+        </Stack>
+      </DialogContent>
+      <DialogActions sx={{ px: 3, pb: 2 }}>
+        <Button onClick={onClose} disabled={saving}>Cancel</Button>
+        <Button onClick={handleCreate} variant="contained" disabled={saving || !title.trim()} startIcon={saving ? <CircularProgress size={16} /> : <AddIcon />}>
+          Add
+        </Button>
+      </DialogActions>
+    </Dialog>
+  );
+}
+
+const MarkbookPanel: React.FC<MarkbookPanelProps> = ({ classId, accessToken }) => {
+  const [grid, setGrid] = useState<MarkbookGrid | null>(null);
+  const [loading, setLoading] = useState(true);
+  const [savingKey, setSavingKey] = useState<string | null>(null);
+  const [addOpen, setAddOpen] = useState(false);
+  const [savingAssessment, setSavingAssessment] = useState(false);
+  const [error, setError] = useState<string | null>(null);
+
+  const headers = useMemo(() => ({ Authorization: `Bearer ${accessToken}`, 'Content-Type': 'application/json' }), [accessToken]);
+
+  const load = useCallback(async () => {
+    if (!classId || !accessToken) return;
+    setLoading(true);
+    setError(null);
+    try {
+      const res = await fetch(`${MARKBOOK_BASE}/classes/${classId}/grid`, { headers });
+      const body = await res.json();
+      if (!res.ok) throw new Error(body.detail || 'Failed to load markbook');
+      setGrid(body);
+    } catch (e) {
+      setError(e instanceof Error ? e.message : String(e));
+    } finally {
+      setLoading(false);
+    }
+  }, [accessToken, classId, headers]);
+
+  useEffect(() => {
+    void load();
+  }, [load]);
+
+  const createAssessment = async (payload: { title: string; date?: string; max_marks: number }) => {
+    setSavingAssessment(true);
+    setError(null);
+    try {
+      const res = await fetch(`${MARKBOOK_BASE}/classes/${classId}/assessments`, {
+        method: 'POST',
+        headers,
+        body: JSON.stringify(payload),
+      });
+      const body = await res.json();
+      if (!res.ok) throw new Error(body.detail || 'Failed to create assessment');
+      setAddOpen(false);
+      await load();
+    } catch (e) {
+      setError(e instanceof Error ? e.message : String(e));
+    } finally {
+      setSavingAssessment(false);
+    }
+  };
+
+  const saveMark = async (studentId: string, assessment: Assessment, raw: string) => {
+    const key = `${studentId}:${assessment.id}`;
+    const trimmed = raw.trim();
+    const mark = trimmed === '' ? null : Number(trimmed);
+    if (mark !== null && (!Number.isFinite(mark) || mark < 0 || mark > Number(assessment.max_marks))) {
+      setError(`Mark must be between 0 and ${assessment.max_marks}`);
+      return;
+    }
+    setSavingKey(key);
+    setError(null);
+    try {
+      const res = await fetch(`${MARKBOOK_BASE}/classes/${classId}/assessments/${assessment.id}/marks/${studentId}`, {
+        method: 'PUT',
+        headers,
+        body: JSON.stringify({ mark }),
+      });
+      const body = await res.json();
+      if (!res.ok) throw new Error(body.detail || 'Failed to save mark');
+      await load();
+    } catch (e) {
+      setError(e instanceof Error ? e.message : String(e));
+    } finally {
+      setSavingKey(null);
+    }
+  };
+
+  const downloadCsv = async () => {
+    setError(null);
+    try {
+      const res = await fetch(`${MARKBOOK_BASE}/classes/${classId}/csv`, { headers });
+      const text = await res.text();
+      if (!res.ok) throw new Error(text || 'Failed to export CSV');
+      const blob = new Blob([text], { type: 'text/csv;charset=utf-8' });
+      const url = URL.createObjectURL(blob);
+      const a = document.createElement('a');
+      a.href = url;
+      a.download = `markbook-${classId}.csv`;
+      document.body.appendChild(a);
+      a.click();
+      a.remove();
+      URL.revokeObjectURL(url);
+    } catch (e) {
+      setError(e instanceof Error ? e.message : String(e));
+    }
+  };
+
+  if (loading) {
+    return <Box sx={{ display: 'flex', justifyContent: 'center', py: 4 }}><CircularProgress /></Box>;
+  }
+
+  if (!grid) {
+    return <Alert severity="error">{error || 'Could not load markbook'}</Alert>;
+  }
+
+  const summaryByAssessment = new Map(grid.assessment_summaries.map((s) => [s.assessment_id, s]));
+
+  return (
+    <Box>
+      {error && <Alert severity="error" onClose={() => setError(null)} sx={{ mb: 2 }}>{error}</Alert>}
+      <Stack direction="row" spacing={1} sx={{ mb: 2 }} justifyContent="space-between" alignItems="center" flexWrap="wrap" useFlexGap>
+        <Stack direction="row" spacing={1} flexWrap="wrap" useFlexGap>
+          <Typography variant="body2" color="text.secondary">{grid.summary.student_count} roster students</Typography>
+          <Typography variant="body2" color="text.secondary">{grid.summary.assessment_count} assessments</Typography>
+          <Typography variant="body2" color="text.secondary">Class average mark {formatNumber(grid.summary.class_average_mark)}</Typography>
+        </Stack>
+        <Stack direction="row" spacing={1}>
+          <Button size="small" variant="outlined" startIcon={<DownloadIcon />} onClick={downloadCsv} disabled={grid.assessments.length === 0}>CSV</Button>
+          <Button size="small" variant="contained" startIcon={<AddIcon />} onClick={() => setAddOpen(true)}>Add assessment</Button>
+        </Stack>
+      </Stack>
+
+      {grid.assessments.length === 0 ? (
+        <Paper variant="outlined" sx={{ py: 4, px: 2, textAlign: 'center' }}>
+          <Typography color="text.secondary" sx={{ mb: 2 }}>No assessment columns yet.</Typography>
+          <Button variant="contained" startIcon={<AddIcon />} onClick={() => setAddOpen(true)}>Add first assessment</Button>
+        </Paper>
+      ) : (
+        <TableContainer component={Paper} variant="outlined" sx={{ maxHeight: 620 }}>
+          <Table size="small" stickyHeader>
+            <TableHead>
+              <TableRow>
+                <TableCell sx={{ minWidth: 44 }}>#</TableCell>
+                <TableCell sx={{ minWidth: 180 }}>Student</TableCell>
+                {grid.assessments.map((assessment) => (
+                  <TableCell key={assessment.id} align="right" sx={{ minWidth: 130 }}>
+                    <Typography variant="body2" fontWeight={700}>{assessment.title}</Typography>
+                    <Typography variant="caption" color="text.secondary">
+                      {assessment.date ? `${new Date(assessment.date).toLocaleDateString('en-GB')} · ` : ''}/{assessment.max_marks}
+                    </Typography>
+                  </TableCell>
+                ))}
+                <TableCell align="right">Total</TableCell>
+                <TableCell align="right">%</TableCell>
+              </TableRow>
+            </TableHead>
+            <TableBody>
+              {grid.students.map((student) => (
+                <TableRow key={student.student_id}>
+                  <TableCell>{student.row_number}</TableCell>
+                  <TableCell>
+                    <Typography variant="body2" fontWeight={600}>{student.student_name || student.student_id}</Typography>
+                    <Typography variant="caption" color="text.secondary">{student.student_id}</Typography>
+                  </TableCell>
+                  {grid.assessments.map((assessment) => {
+                    const key = `${student.student_id}:${assessment.id}`;
+                    return (
+                      <TableCell key={assessment.id} align="right">
+                        <TextField
+                          size="small"
+                          type="number"
+                          defaultValue={markInputValue(student.marks[assessment.id])}
+                          onBlur={(e) => void saveMark(student.student_id, assessment, e.target.value)}
+                          disabled={savingKey === key}
+                          inputProps={{ min: 0, max: assessment.max_marks, step: 0.5, style: { textAlign: 'right' } }}
+                          sx={{ width: 86 }}
+                        />
+                      </TableCell>
+                    );
+                  })}
+                  <TableCell align="right"><strong>{formatNumber(student.total)}</strong></TableCell>
+                  <TableCell align="right">{formatNumber(student.percentage)}</TableCell>
+                </TableRow>
+              ))}
+              <TableRow sx={{ bgcolor: 'action.hover' }}>
+                <TableCell />
+                <TableCell><strong>Average</strong></TableCell>
+                {grid.assessments.map((assessment) => {
+                  const summary = summaryByAssessment.get(assessment.id);
+                  return <TableCell key={assessment.id} align="right"><strong>{formatNumber(summary?.average_mark)}</strong></TableCell>;
+                })}
+                <TableCell />
+                <TableCell />
+              </TableRow>
+            </TableBody>
+          </Table>
+        </TableContainer>
+      )}
+
+      <AddAssessmentDialog open={addOpen} saving={savingAssessment} onClose={() => setAddOpen(false)} onCreate={createAssessment} />
+    </Box>
+  );
+};
+
+export default MarkbookPanel;

src/services/exam/examRepository.ts

@@ -11,12 +11,29 @@ import { API_BASE } from '../../config/apiConfig';
 import { logger } from '../../debugConfig';
 import { supabase } from '../../supabaseClient';
 import type {
+  AutoMapJobStatus,
+  AutoMapResponse,
+  BankResponse,
+  CorpusResponse,
+  DigitalTextResponse,
+  BatchQueueResponse,
+  BatchResultsResponse,
+  CreateBatchPayload,
+  CreateCustomPaperPayload,
+  CreateCustomPaperResult,
   CreateTemplatePayload,
   ExamBoundary,
   ExamQuestion,
   ExamResponseArea,
   ExamTemplate,
   ExamTemplateDetail,
+  ExamTemplateLayout,
+  MarkingBatch,
+  MarkUpsertPayload,
+  Neo4jSyncResult,
+  PatchQuestionPayload,
+  SpecPoint,
+  StudentSubmission,
   TemplateReplacePayload,
   UpdateTemplateMetaPayload,
 } from '../../types/exam.types';
@@ -56,6 +73,10 @@ function questionPayload(q: ExamQuestion, idMap?: Map<string, string>) {
     spec_ref: q.spec_ref,
     bounds: q.bounds ?? null,
     page: q.page ?? null,
+    source: q.source ?? 'manual',
+    confirmed: q.confirmed ?? true,
+    confidence: q.confidence ?? null,
+    derivation: q.derivation ?? null,
   };
 }
 
@@ -71,6 +92,8 @@ function responseAreaPayload(r: ExamResponseArea, idMap?: Map<string, string>, d
     source: r.source,
     confirmed: r.confirmed,
     confidence: r.confidence,
+    mark_subtype: r.mark_subtype ?? null,
+    derivation: r.derivation ?? null,
   };
 }
 
@@ -84,6 +107,26 @@ function boundaryPayload(b: ExamBoundary, idMap?: Map<string, string>, duplicate
     bounds: b.bounds,
     source: b.source,
     confirmed: b.confirmed,
+    confidence: b.confidence ?? null,
+    derivation: b.derivation ?? null,
+  };
+}
+
+function layoutPayload(layout: ExamTemplateLayout, duplicate = false) {
+  return {
+    id: duplicate ? newUuid() : layout.id,
+    page_index: layout.page_index,
+    role: layout.role ?? null,
+    margin_left: layout.margin_left ?? null,
+    margin_right: layout.margin_right ?? null,
+    margin_top: layout.margin_top ?? null,
+    margin_bottom: layout.margin_bottom ?? null,
+    margins_enabled: layout.margins_enabled ?? true,
+    source: layout.source ?? 'manual',
+    confirmed: layout.confirmed ?? true,
+    confidence: layout.confidence ?? null,
+    derivation: layout.derivation ?? null,
+    meta: layout.meta ?? {},
   };
 }
 
@@ -105,6 +148,7 @@ async function replaceTemplate(
       questions: detail.questions.map((q) => questionPayload(q, idMap)),
       response_areas: detail.response_areas.map((r) => responseAreaPayload(r, idMap, duplicateIds)),
       boundaries: detail.boundaries.map((b) => boundaryPayload(b, idMap, duplicateIds)),
+      layout: (detail.layout ?? []).map((layout) => layoutPayload(layout, duplicateIds)),
     },
     { headers },
   );
@@ -121,12 +165,30 @@ export const examRepository = {
     return res.data.templates ?? [];
   },
 
+  async getDigitalText(templateId: string): Promise<DigitalTextResponse> {
+    const headers = await authHeaders();
+    const res = await axios.get<DigitalTextResponse>(`${EXAM_BASE}/templates/${templateId}/digital-text`, { headers });
+    return res.data;
+  },
+
   async getTemplate(templateId: string): Promise<ExamTemplateDetail> {
     const headers = await authHeaders();
     const res = await axios.get<ExamTemplateDetail>(`${EXAM_BASE}/templates/${templateId}`, { headers });
     return res.data;
   },
 
+  async autoMapTemplate(templateId: string): Promise<AutoMapResponse> {
+    const headers = await authHeaders();
+    const res = await axios.post<AutoMapResponse>(`${EXAM_BASE}/templates/${templateId}/auto-map`, {}, { headers });
+    return res.data;
+  },
+
+  async getAutoMapStatus(templateId: string, jobId: string): Promise<AutoMapJobStatus> {
+    const headers = await authHeaders();
+    const res = await axios.get<AutoMapJobStatus>(`${EXAM_BASE}/templates/${templateId}/auto-map/${jobId}/status`, { headers });
+    return res.data;
+  },
+
   async getTemplateSourcePdf(templateId: string): Promise<ArrayBuffer> {
     const headers = await authHeaders();
     const res = await axios.get<ArrayBuffer>(`${EXAM_BASE}/templates/${templateId}/source-pdf`, {
@@ -184,6 +246,106 @@ export const examRepository = {
     const headers = await authHeaders();
     await axios.delete(`${EXAM_BASE}/templates/${templateId}`, { headers });
   },
+
+  async patchQuestion(questionId: string, payload: PatchQuestionPayload) {
+    const headers = await authHeaders();
+    const res = await axios.patch(`${EXAM_BASE}/questions/${questionId}`, payload, { headers });
+    return res.data;
+  },
+
+  async listSpecPoints(specCode: string, search?: string): Promise<SpecPoint[]> {
+    const headers = await authHeaders();
+    const res = await axios.get<{ points?: SpecPoint[] } | SpecPoint[]>(
+      `${EXAM_BASE}/specs/${encodeURIComponent(specCode)}/points`,
+      { headers, params: search ? { q: search } : undefined },
+    );
+    if (Array.isArray(res.data)) return res.data;
+    return res.data.points ?? [];
+  },
+
+  async syncTemplateToGraph(templateId: string): Promise<Neo4jSyncResult> {
+    const headers = await authHeaders();
+    const res = await axios.post<Neo4jSyncResult>(`${EXAM_BASE}/templates/${templateId}/neo4j-sync`, {}, { headers });
+    return res.data;
+  },
+
+  async createBatch(payload: CreateBatchPayload): Promise<MarkingBatch> {
+    const headers = await authHeaders();
+    const res = await axios.post<MarkingBatch>(`${EXAM_BASE}/batches`, payload, { headers });
+    return res.data;
+  },
+
+  async listBatches(params: { includeArchived?: boolean; templateId?: string } = {}): Promise<MarkingBatch[]> {
+    const headers = await authHeaders();
+    const res = await axios.get<{ batches: MarkingBatch[] }>(`${EXAM_BASE}/batches`, {
+      headers,
+      params: {
+        include_archived: params.includeArchived ?? false,
+        template_id: params.templateId,
+      },
+    });
+    return res.data.batches ?? [];
+  },
+
+  async getBatchQueue(batchId: string): Promise<BatchQueueResponse> {
+    const headers = await authHeaders();
+    const res = await axios.get<BatchQueueResponse>(`${EXAM_BASE}/batches/${batchId}/queue`, { headers });
+    return res.data;
+  },
+
+  async getBatchResults(batchId: string): Promise<BatchResultsResponse> {
+    const headers = await authHeaders();
+    const res = await axios.get<BatchResultsResponse>(`${EXAM_BASE}/batches/${batchId}/results`, { headers });
+    return res.data;
+  },
+
+  async getBatchCsv(batchId: string): Promise<string> {
+    const headers = await authHeaders();
+    const res = await axios.get<string>(`${EXAM_BASE}/batches/${batchId}/csv`, { headers, responseType: 'text' });
+    return res.data;
+  },
+
+  async upsertMark(markId: string, payload: MarkUpsertPayload): Promise<unknown> {
+    const headers = await authHeaders();
+    const res = await axios.put(`${EXAM_BASE}/marks/${markId}`, payload, { headers });
+    return res.data;
+  },
+
+  async getCorpus(): Promise<CorpusResponse> {
+    const headers = await authHeaders();
+    const res = await axios.get<CorpusResponse>(`${EXAM_BASE}/corpus`, { headers });
+    return res.data;
+  },
+
+  async getBank(params: { specRef?: string; subject?: string } = {}): Promise<BankResponse> {
+    const headers = await authHeaders();
+    const res = await axios.get<BankResponse>(`${EXAM_BASE}/bank`, {
+      headers,
+      params: { spec_ref: params.specRef, subject: params.subject },
+    });
+    return res.data;
+  },
+
+  async createCustomPaper(payload: CreateCustomPaperPayload): Promise<CreateCustomPaperResult> {
+    const headers = await authHeaders();
+    const res = await axios.post<CreateCustomPaperResult>(`${EXAM_BASE}/custom-papers`, payload, { headers });
+    return res.data;
+  },
+
+  async uploadScan(
+    batchId: string,
+    file: File,
+    opts: { studentId?: string; matchingMethod?: 'manual' | 'ordered' } = {},
+  ): Promise<StudentSubmission> {
+    const headers = await authHeaders();
+    const form = new FormData();
+    form.append('file', file);
+    form.append('matching_method', opts.matchingMethod ?? 'ordered');
+    if (opts.studentId) form.append('student_id', opts.studentId);
+    // Let axios set the multipart Content-Type + boundary (only Authorization is forwarded).
+    const res = await axios.post<StudentSubmission>(`${EXAM_BASE}/batches/${batchId}/scans`, form, { headers });
+    return res.data;
+  },
 };
 
 export default examRepository;

src/supabaseClient.ts

@@ -1,9 +1,17 @@
 import { createClient, SupabaseClient } from '@supabase/supabase-js';
 import { logger } from './debugConfig';
 
-const supabaseUrl = import.meta.env.VITE_SUPABASE_URL;
+const rawSupabaseUrl = import.meta.env.VITE_SUPABASE_URL;
 const supabaseAnonKey = import.meta.env.VITE_SUPABASE_ANON_KEY;
 
+// Same-origin proxy support: a leading-slash value (e.g. "/__supabase") is
+// resolved against the current browser origin so supabase-js receives an
+// absolute URL while every request stays same-origin (no CORS) and routes
+// through the app host's /__supabase nginx proxy to the backend Supabase.
+const supabaseUrl = rawSupabaseUrl?.startsWith('/')
+  ? `${window.location.origin}${rawSupabaseUrl}`
+  : rawSupabaseUrl;
+
 if (!supabaseUrl || !supabaseAnonKey) {
   throw new Error('Missing Supabase configuration');
 }

src/types/exam.types.ts

@@ -31,6 +31,42 @@ export interface CreateTemplatePayload {
   institute_id?: string;
 }
 
+export type MarkSchemeType = 'points' | 'levels' | 'parts' | 'checklist' | 'free';
+
+export interface MarkSchemePoint {
+  mark: number;
+  text: string;
+}
+
+export interface MarkSchemeLevel {
+  level: string;
+  min: number;
+  max: number;
+  descriptor: string;
+}
+
+export interface MarkSchemePart {
+  label: string;
+  marks: number;
+  guidance: string;
+}
+
+export interface MarkSchemeChecklistItem {
+  text: string;
+  marks: number;
+}
+
+export interface MarkScheme {
+  type?: MarkSchemeType;
+  points?: MarkSchemePoint[];
+  levels?: MarkSchemeLevel[];
+  parts?: MarkSchemePart[];
+  checklist?: MarkSchemeChecklistItem[];
+  text?: string;
+  notes?: string;
+  [key: string]: unknown;
+}
+
 export interface UpdateTemplateMetaPayload {
   title?: string;
   subject?: string | null;
@@ -39,6 +75,8 @@ export interface UpdateTemplateMetaPayload {
 }
 
 /** Canvas children (used from S4-9 onward; defined here so the seam is complete). */
+export type ExamTemplateSource = 'manual' | 'ai';
+
 export interface ExamQuestion {
   id: string;
   template_id: string;
@@ -48,11 +86,19 @@ export interface ExamQuestion {
   max_marks: number;
   answer_type: string | null;
   mcq_options: unknown | null;
-  mark_scheme: Record<string, unknown>;
+  mark_scheme: MarkScheme;
   is_container: boolean;
   spec_ref: string | null;
   bounds?: Record<string, number> | null;
   page?: number | null;
+  /** Analyse contract v2 (migration 78): primary command verb for a leaf part. */
+  command_word?: string | null;
+  /** Analyse contract v2 (migration 78): stem prose for the outline view. */
+  preamble?: Record<string, unknown> | null;
+  source: ExamTemplateSource;
+  confirmed: boolean;
+  confidence: number | null;
+  derivation: string | null;
 }
 
 export type ExamResponseAreaKind =
@@ -63,6 +109,8 @@ export type ExamResponseAreaKind =
   | 'reference'
   | 'furniture';
 
+export type ExamMarkSubtype = 'part_marks' | 'question_total' | 'grader_box';
+
 export interface ExamResponseArea {
   id: string;
   question_id: string;
@@ -72,9 +120,13 @@ export interface ExamResponseArea {
   kind: ExamResponseAreaKind;
   response_form: string | null;
   context_type?: string | null;
-  source: 'manual' | 'ai';
+  /** Rich recognition payload (migration 75): figure name/description, OMR box geometry, unit/quantity, table… */
+  meta?: Record<string, unknown> | null;
+  source: ExamTemplateSource;
   confirmed: boolean;
   confidence: number | null;
+  mark_subtype?: ExamMarkSubtype | null;
+  derivation?: string | null;
 }
 
 export interface ExamBoundary {
@@ -85,14 +137,36 @@ export interface ExamBoundary {
   page_index: number;
   y: number;
   bounds: Record<string, number> | null;
-  source: 'manual' | 'ai';
+  source: ExamTemplateSource;
   confirmed: boolean;
+  confidence: number | null;
+  derivation: string | null;
+}
+
+export interface ExamTemplateLayout {
+  id: string;
+  template_id: string;
+  page_index: number;
+  role: string | null;
+  margin_left: number | null;
+  margin_right: number | null;
+  margin_top: number | null;
+  margin_bottom: number | null;
+  margins_enabled: boolean;
+  source: ExamTemplateSource;
+  confirmed: boolean;
+  confidence: number | null;
+  derivation: string | null;
+  meta: Record<string, unknown>;
+  created_at?: string;
+  updated_at?: string;
 }
 
 export interface ExamTemplateDetail extends ExamTemplate {
   questions: ExamQuestion[];
   response_areas: ExamResponseArea[];
   boundaries: ExamBoundary[];
+  layout: ExamTemplateLayout[];
 }
 
 
@@ -116,6 +190,10 @@ export interface TemplateReplacePayload {
     spec_ref?: string | null;
     bounds?: Record<string, number> | null;
     page?: number | null;
+    source?: ExamTemplateSource;
+    confirmed?: boolean;
+    confidence?: number | null;
+    derivation?: string | null;
   }>;
   response_areas: Array<{
     id?: string;
@@ -125,9 +203,12 @@ export interface TemplateReplacePayload {
     kind: ExamResponseArea['kind'];
     response_form?: string | null;
     context_type?: string | null;
+    meta?: Record<string, unknown> | null;
     source?: 'manual' | 'ai';
     confirmed?: boolean;
     confidence?: number | null;
+    mark_subtype?: ExamMarkSubtype | null;
+    derivation?: string | null;
   }>;
   boundaries: Array<{
     id?: string;
@@ -136,7 +217,199 @@ export interface TemplateReplacePayload {
     page_index: number;
     y: number;
     bounds?: Record<string, number> | null;
-    source?: 'manual' | 'ai';
+    source?: ExamTemplateSource;
     confirmed?: boolean;
+    confidence?: number | null;
+    derivation?: string | null;
+  }>;
+  layout?: Array<{
+    id?: string;
+    page_index: number;
+    role?: string | null;
+    margin_left?: number | null;
+    margin_right?: number | null;
+    margin_top?: number | null;
+    margin_bottom?: number | null;
+    margins_enabled?: boolean;
+    source?: ExamTemplateSource;
+    confirmed?: boolean;
+    confidence?: number | null;
+    derivation?: string | null;
+    meta?: Record<string, unknown>;
   }>;
 }
+
+export interface PatchQuestionPayload {
+  label?: string;
+  order?: number;
+  max_marks?: number;
+  answer_type?: 'written' | 'mcq' | 'short' | 'diagram' | null;
+  mcq_options?: unknown;
+  mark_scheme?: MarkScheme;
+  is_container?: boolean;
+  spec_ref?: string | null;
+}
+
+export interface SpecPoint {
+  uid?: string;
+  uuid_string?: string;
+  ref: string;
+  description: string;
+  spec_code: string;
+  exam_board_code?: string;
+}
+
+export interface Neo4jSyncResult {
+  status: string;
+  projection?: Record<string, unknown>;
+}
+
+export interface AutoMapAcceptedResponse {
+  status: 'accepted';
+  job_id: string;
+}
+
+export interface AutoMapJobStatus {
+  job_id: string;
+  status: 'queued' | 'running' | 'completed' | 'failed' | string;
+  template_id: string;
+  updated_at?: number;
+  counts?: Record<string, number>;
+  error?: string;
+  template?: ExamTemplateDetail;
+}
+
+export type AutoMapResponse = ExamTemplateDetail | AutoMapAcceptedResponse;
+
+export interface MarkingBatch {
+  id: string;
+  template_id: string;
+  class_id: string | null;
+  institute_id: string;
+  teacher_id: string;
+  title: string | null;
+  status: 'open' | 'closed' | 'archived' | string;
+  created_at: string;
+  updated_at?: string;
+  submission_count?: number;
+}
+
+export interface StudentSubmission {
+  id: string;
+  batch_id: string;
+  student_id: string | null;
+  student_name: string | null;
+  status: 'absent' | 'unmatched' | 'matched' | 'marking' | 'complete' | string;
+  storage_path?: string | null;
+  mark_entry_count?: number;
+}
+
+export interface BatchQueueResponse {
+  batch: MarkingBatch;
+  submissions: StudentSubmission[];
+  progress: {
+    total: number;
+    absent: number;
+    complete: number;
+    in_progress: number;
+  };
+}
+
+export interface ExamResultRow {
+  submission_id: string;
+  student_id: string | null;
+  student_name: string | null;
+  status: string | null;
+  marks: Record<string, number | null | undefined>;
+  total: number | null;
+}
+
+export interface BatchResultsResponse {
+  batch: MarkingBatch;
+  questions: Array<Pick<ExamQuestion, 'id' | 'label' | 'max_marks' | 'order'>>;
+  results: ExamResultRow[];
+}
+
+export interface CreateBatchPayload {
+  template_id: string;
+  class_id?: string;
+  title?: string;
+}
+
+export interface MarkUpsertPayload {
+  submission_id: string;
+  question_id: string;
+  awarded_marks: number;
+  mark_scheme_detail?: Record<string, unknown>;
+  annotation_shape_ids?: unknown;
+  comment?: string;
+  confirmed?: boolean;
+}
+
+// ── Mode-3 question bank + custom-paper assembly ──────────────────────────────
+export interface BankQuestion {
+  id: string;
+  template_id: string;
+  label: string | null;
+  max_marks: number | null;
+  answer_type: string | null;
+  spec_ref: string | null;
+  bounds: Record<string, number> | null;
+  page: number | null;
+  paper: { id: string | null; title: string | null; subject: string | null; exam_code: string | null };
+}
+
+export interface BankResponse {
+  questions: BankQuestion[];
+  n: number;
+  facets: { spec_ref: Record<string, number>; subject: Record<string, number> };
+}
+
+export interface CreateCustomPaperPayload {
+  title: string;
+  subject?: string;
+  question_ids: string[];
+}
+
+export interface CreateCustomPaperResult {
+  id: string;
+  title: string;
+  subject: string | null;
+  n_questions: number;
+  n_response_areas: number;
+}
+
+// ── Exam-bank corpus coverage (state of the collected bank) ───────────────────
+export type CorpusDocType = 'QP' | 'MS' | 'ER';
+export interface CorpusPaper {
+  paper_code: string | null;
+  session: string | null;
+  tier: string | null;
+  docs: Partial<Record<CorpusDocType, boolean>>;
+  exam_codes: Partial<Record<CorpusDocType, string>>;
+}
+export interface CorpusSpec {
+  spec_code: string;
+  subject: string;
+  level: string;
+  board: string;
+  first_teach: string | null;
+  n_papers: number;
+  counts: Record<CorpusDocType, number>;
+  papers: CorpusPaper[];
+}
+export interface CorpusBoard { board: string; n_specs: number; specs: CorpusSpec[] }
+export interface CorpusResponse {
+  totals: { specs: number; papers: number; sessions: number; QP: number; MS: number; ER: number };
+  boards: CorpusBoard[];
+}
+
+// ── Digital-replica markdown (P4) ─────────────────────────────────────────────
+export interface DigitalTextResponse {
+  slug: string;
+  title: string;
+  n_questions: number;
+  total_marks: number;
+  markdown: string;
+  questions: { label: string; marks: number | null; markdown: string }[];
+}

src/utils/exam-canvas/model.test.ts

@@ -4,7 +4,7 @@ import { isUuid, pageForY, serializeCanvasShapes, shapesFromTemplate } from './m
 
 const template: ExamTemplateDetail = {
   id: 'tpl-1', title: 'Physics', subject: 'Physics', exam_id: null, exam_code: null, source_file_id: null, page_count: 1,
-  institute_id: 'inst', teacher_id: 'teacher', status: 'draft', created_at: 'now', updated_at: 'now', questions: [], response_areas: [], boundaries: [],
+  institute_id: 'inst', teacher_id: 'teacher', status: 'draft', created_at: 'now', updated_at: 'now', questions: [], response_areas: [], boundaries: [], layout: [],
 }
 
 describe('exam setup canvas serialization', () => {
@@ -43,6 +43,7 @@ describe('exam setup canvas serialization', () => {
     ], pages)
     expect(payload.questions.find((q) => !q.is_container)?.page).toBe(2)
     expect(payload.boundaries.every((b) => b.page_index === 1)).toBe(true)
+    expect(payload.boundaries.every((b) => b.bounds?.x === 260 && b.bounds?.w === 780)).toBe(true)
     expect(payload.response_areas[0].page).toBe(2)
   })
 
@@ -50,16 +51,100 @@ describe('exam setup canvas serialization', () => {
     const shapes = shapesFromTemplate({
       ...template,
       questions: [
-        { id: 'q1', template_id: 'tpl-1', parent_id: null, label: 'Q1', order: 0, max_marks: 0, answer_type: null, mcq_options: null, mark_scheme: {}, is_container: true, spec_ref: null },
-        { id: 'p1', template_id: 'tpl-1', parent_id: 'q1', label: 'Q1(a)', order: 0, max_marks: 2, answer_type: 'written', mcq_options: null, mark_scheme: {}, is_container: false, spec_ref: null, bounds: { x: 1, y: 2, w: 3, h: 4 }, page: 1 },
+        { id: 'q1', template_id: 'tpl-1', parent_id: null, label: 'Q1', order: 0, max_marks: 0, answer_type: null, mcq_options: null, mark_scheme: {}, is_container: true, spec_ref: null, source: 'manual', confirmed: true, confidence: null, derivation: null },
+        { id: 'p1', template_id: 'tpl-1', parent_id: 'q1', label: 'Q1(a)', order: 0, max_marks: 2, answer_type: 'written', mcq_options: null, mark_scheme: {}, is_container: false, spec_ref: null, bounds: { x: 1, y: 2, w: 3, h: 4 }, page: 1, source: 'manual', confirmed: true, confidence: null, derivation: null },
       ],
       response_areas: [
-        { id: 'r1', question_id: 'p1', template_id: 'tpl-1', page: 1, bounds: { x: 10, y: 20, w: 30, h: 40 }, kind: 'response', response_form: 'lines', source: 'manual', confirmed: true, confidence: null },
-        { id: 'f1', question_id: 'p1', template_id: 'tpl-1', page: 1, bounds: { x: 11, y: 21, w: 31, h: 41 }, kind: 'furniture', response_form: null, source: 'manual', confirmed: true, confidence: null },
+        { id: 'r1', question_id: 'p1', template_id: 'tpl-1', page: 1, bounds: { x: 10, y: 20, w: 30, h: 40 }, kind: 'response', response_form: 'lines', source: 'manual', confirmed: true, confidence: null, derivation: null },
+        { id: 'f1', question_id: 'p1', template_id: 'tpl-1', page: 1, bounds: { x: 11, y: 21, w: 31, h: 41 }, kind: 'furniture', response_form: null, source: 'manual', confirmed: true, confidence: null, derivation: null },
       ],
-      boundaries: [{ id: 'b1', template_id: 'tpl-1', question_id: 'q1', label: 'Q1 start', page_index: 0, y: 100, bounds: { x: 0, y: 100, w: 700, h: 8 }, source: 'manual', confirmed: true }],
+      boundaries: [{ id: 'b1', template_id: 'tpl-1', question_id: 'q1', label: 'Q1 start', page_index: 0, y: 100, bounds: { x: 0, y: 100, w: 700, h: 8 }, source: 'manual', confirmed: true, confidence: null, derivation: null }],
     })
     expect(shapes.map((s) => s.kind).sort()).toEqual(['boundary', 'furniture', 'part', 'response'])
+    expect(shapes.find((s) => s.kind === 'boundary')).toMatchObject({ id: 'b1', x: 0, y: 100, w: 780, h: 8 })
     expect(shapes.find((s) => s.kind === 'part')).toMatchObject({ id: 'p1', x: 1, y: 2, w: 3, h: 4 })
   })
+
+  it('carries AI provenance into canvas models, flags cheap review issues, and preserves it on save', () => {
+    const detail: ExamTemplateDetail = {
+      ...template,
+      questions: [
+        { id: '11111111-1111-4111-8111-111111111111', template_id: 'tpl-1', parent_id: null, label: 'Q?', order: 0, max_marks: 0, answer_type: null, mcq_options: null, mark_scheme: {}, is_container: true, spec_ref: null, source: 'ai', confirmed: false, confidence: 0.62, derivation: 'g6' },
+        { id: '22222222-2222-4222-8222-222222222222', template_id: 'tpl-1', parent_id: '11111111-1111-4111-8111-111111111111', label: 'Q?', order: 0, max_marks: 0, answer_type: 'written', mcq_options: null, mark_scheme: {}, is_container: false, spec_ref: null, bounds: { x: 100, y: 120, w: 200, h: 100 }, page: 1, source: 'ai', confirmed: false, confidence: 0.62, derivation: 'g6' },
+        { id: '66666666-6666-4666-8666-666666666666', template_id: 'tpl-1', parent_id: '11111111-1111-4111-8111-111111111111', label: 'Q1(b)', order: 1, max_marks: 1, answer_type: 'written', mcq_options: null, mark_scheme: {}, is_container: false, spec_ref: null, bounds: { x: 150, y: 150, w: 200, h: 100 }, page: 1, source: 'ai', confirmed: false, confidence: 0.8, derivation: 'g6' },
+      ],
+      response_areas: [
+        { id: '33333333-3333-4333-8333-333333333333', question_id: '22222222-2222-4222-8222-222222222222', template_id: 'tpl-1', page: 1, bounds: { x: 120, y: 140, w: 120, h: 40 }, kind: 'response', response_form: 'lines', source: 'ai', confirmed: false, confidence: 0.8, derivation: 'regions' },
+      ],
+      boundaries: [
+        { id: '44444444-4444-4444-8444-444444444444', template_id: 'tpl-1', question_id: '11111111-1111-4111-8111-111111111111', label: 'Q? start', page_index: 0, y: 100, bounds: { x: 0, y: 100, w: 700, h: 8 }, source: 'ai', confirmed: false, confidence: 0.62, derivation: 'g6' },
+        { id: '55555555-5555-4555-8555-555555555555', template_id: 'tpl-1', question_id: '11111111-1111-4111-8111-111111111111', label: 'Q? end', page_index: 0, y: 500, bounds: { x: 0, y: 500, w: 700, h: 8 }, source: 'ai', confirmed: false, confidence: 0.62, derivation: 'g6' },
+      ],
+    }
+    const shapes = shapesFromTemplate(detail)
+    const part = shapes.find((shape) => shape.kind === 'part')
+    expect(part).toMatchObject({ source: 'ai', confirmed: false, confidence: 0.62, derivation: 'g6' })
+    expect(part?.reviewFlags).toEqual(expect.arrayContaining(['unconfirmed AI', 'low confidence', 'uncertain question label', 'missing marks', 'overlapping shapes']))
+
+    const payload = serializeCanvasShapes(template, shapes)
+    expect(payload.questions.find((q) => q.id === '22222222-2222-4222-8222-222222222222')).toMatchObject({ source: 'ai', confirmed: false, confidence: 0.62, derivation: 'g6' })
+    expect(payload.response_areas.find((r) => r.id === '33333333-3333-4333-8333-333333333333')).toMatchObject({ source: 'ai', confirmed: false, confidence: 0.8, derivation: 'regions' })
+    expect(payload.boundaries.find((b) => b.id === '44444444-4444-4444-8444-444444444444')).toMatchObject({ source: 'ai', confirmed: false, confidence: 0.62, derivation: 'g6' })
+  })
+
+  it('never drops a response region that has no enclosing part — it falls back to a question', () => {
+    const payload = serializeCanvasShapes(template, [
+      { id: 'b-top', kind: 'boundary', x: 40, y: 100, w: 700, h: 8, label: 'Q1 start' },
+      { id: 'b-bottom', kind: 'boundary', x: 40, y: 700, w: 700, h: 8, label: 'Q1 end' },
+      { id: 'part-1', kind: 'part', x: 100, y: 180, w: 400, h: 120, label: 'Q1(a)', maxMarks: 3 },
+      { id: 'resp-far', kind: 'response', x: 100, y: 520, w: 300, h: 90, responseForm: 'lines' }, // outside the part box
+    ])
+    const part = payload.questions.find((q) => !q.is_container)
+    expect(payload.response_areas).toHaveLength(1)               // previously dropped (no containing part)
+    expect(payload.response_areas[0].question_id).toBe(part?.id) // falls back to the part, not lost
+  })
+
+  it('preserves a 3-deep question → part → subpart chain across a round-trip save', () => {
+    const Q = '11111111-1111-4111-8111-111111111111'   // container, depth 0
+    const P = '22222222-2222-4222-8222-222222222222'   // container part, depth 1
+    const S = '33333333-3333-4333-8333-333333333333'   // leaf subpart, depth 2
+    const detail: ExamTemplateDetail = {
+      ...template,
+      questions: [
+        { id: Q, template_id: 'tpl-1', parent_id: null, label: 'Q1', order: 0, max_marks: 6, answer_type: null, mcq_options: null, mark_scheme: {}, is_container: true, spec_ref: null, bounds: { x: 40, y: 80, w: 700, h: 600 }, page: 1, source: 'ai', confirmed: false, confidence: 0.9, derivation: 'svc' },
+        { id: P, template_id: 'tpl-1', parent_id: Q, label: 'Q1(a)', order: 1, max_marks: 6, answer_type: null, mcq_options: null, mark_scheme: {}, is_container: true, spec_ref: null, bounds: { x: 60, y: 120, w: 660, h: 500 }, page: 1, source: 'ai', confirmed: false, confidence: 0.9, derivation: 'svc' },
+        { id: S, template_id: 'tpl-1', parent_id: P, label: 'Q1(a)(i)', order: 2, max_marks: 3, answer_type: 'written', mcq_options: null, mark_scheme: {}, is_container: false, spec_ref: null, bounds: { x: 80, y: 160, w: 620, h: 200 }, page: 1, source: 'ai', confirmed: false, confidence: 0.9, derivation: 'svc' },
+      ],
+      response_areas: [],
+      boundaries: [],
+    }
+    const shapes = shapesFromTemplate(detail)
+    // all three tiers are drawn (containers are no longer skipped), with depth + container flags
+    expect(shapes.filter((s) => s.kind === 'part')).toHaveLength(3)
+    expect(shapes.find((s) => s.id === S)).toMatchObject({ isContainer: false, depth: 2, parentId: P })
+    expect(shapes.find((s) => s.id === Q)).toMatchObject({ isContainer: true, depth: 0 })
+
+    const payload = serializeCanvasShapes(template, shapes)
+    const byId = new Map(payload.questions.map((q) => [q.id, q]))
+    expect(payload.questions).toHaveLength(3)
+    expect(byId.get(Q)?.parent_id ?? null).toBeNull()
+    expect(byId.get(P)?.parent_id).toBe(Q)          // middle tier survives — not flattened away
+    expect(byId.get(S)?.parent_id).toBe(P)          // 3-deep chain intact
+    expect(byId.get(Q)?.is_container).toBe(true)
+    expect(byId.get(S)?.is_container).toBe(false)
+    expect(byId.get(S)?.max_marks).toBe(3)
+  })
+
+  it('respects a region persisted question over geometric nearest when no part contains it', () => {
+    const A = '11111111-1111-4111-8111-111111111111'
+    const B = '22222222-2222-4222-8222-222222222222'
+    const R = '33333333-3333-4333-8333-333333333333'
+    const payload = serializeCanvasShapes(template, [
+      { id: 'pa', kind: 'part', x: 100, y: 120, w: 300, h: 80, label: 'A', questionId: A },
+      { id: 'pb', kind: 'part', x: 100, y: 500, w: 300, h: 80, label: 'B', questionId: B },
+      { id: R, kind: 'response', x: 120, y: 260, w: 200, h: 60, questionId: B }, // contained by neither; nearest is A
+    ])
+    expect(payload.response_areas.find((r) => r.id === R)?.question_id).toBe(B) // persisted B wins over nearest A
+  })
+
 })

src/utils/exam-canvas/model.ts

@@ -1,5 +1,5 @@
 
-import type { ExamTemplateDetail, TemplateReplacePayload } from '../../types/exam.types'
+import type { ExamTemplateDetail, ExamTemplateSource, TemplateReplacePayload } from '../../types/exam.types'
 
 export const PAGE_HEIGHT = 1100
 export const PAGE_WIDTH = 780
@@ -10,7 +10,7 @@ export interface CanvasPageGeometry { pageNumber: number; x: number; y: number;
 export type ExamCanvasRegionKind = 'response' | 'context' | 'question_number' | 'mark_area' | 'reference' | 'furniture'
 export type ExamCanvasShapeKind = 'boundary' | 'part' | ExamCanvasRegionKind
 
-export interface CanvasBounds { x: number; y: number; w: number; h: number }
+export interface CanvasBounds extends Record<string, number> { x: number; y: number; w: number; h: number }
 
 export interface ExamCanvasShapeModel {
   /** Stable domain UUID persisted to Supabase. Do not reuse tldraw shape ids for new shapes. */
@@ -26,6 +26,24 @@ export interface ExamCanvasShapeModel {
   responseForm?: 'lines' | 'answer-box' | 'working' | 'diagram' | 'tick-boxes' | 'table' | 'blanks'
   contextType?: string
   questionId?: string | null
+  /** Tree parent (container question) id — preserved across a round-trip so N-deep structure survives a save. */
+  parentId?: string | null
+  /** True for a container question (main question / intermediate part) drawn as a nesting box. */
+  isContainer?: boolean
+  /** 0 = main question, 1 = part, 2 = subpart … drives nesting styling. */
+  depth?: number
+  /** Figure/table caption for a context region (shown as a tooltip). */
+  description?: string
+  /** Label of the owning question, for a context region's visible tether pill. */
+  linkLabel?: string
+  /** Rich recognition detail (exam_response_areas.meta): answer components, MC option boxes, final-answer
+   * line unit/quantity, figure name/description. Carried through so the canvas can draw sub-structure. */
+  meta?: Record<string, unknown> | null
+  source?: ExamTemplateSource
+  confirmed?: boolean
+  confidence?: number | null
+  derivation?: string | null
+  reviewFlags?: string[]
 }
 
 export function pageForY(y: number, pages?: CanvasPageGeometry[]): number {
@@ -65,10 +83,35 @@ export function newDomainId(): string {
   })
 }
 
-function bounds(shape: Pick<ExamCanvasShapeModel, 'x' | 'y' | 'w' | 'h'>): CanvasBounds {
+function bounds(shape: Pick<ExamCanvasShapeModel, 'x' | 'y' | 'w' | 'h'>): CanvasBounds & Record<string, number> {
   return { x: shape.x, y: shape.y, w: shape.w, h: shape.h }
 }
 
+function pageGeometry(pageNumber: number, pages?: CanvasPageGeometry[]): CanvasPageGeometry {
+  return pages?.find((page) => page.pageNumber === pageNumber) ?? { pageNumber, x: 0, y: pageTop(pageNumber, pages), w: PAGE_WIDTH, h: PAGE_HEIGHT }
+}
+
+function boundaryBounds(shape: Pick<ExamCanvasShapeModel, 'y' | 'h'>, pages?: CanvasPageGeometry[]): CanvasBounds & Record<string, number> {
+  const page = pageGeometry(pageForShape(shape, pages), pages)
+  return { x: page.x, y: shape.y, w: page.w, h: 8 }
+}
+
+function persistedSource(shape: ExamCanvasShapeModel): ExamTemplateSource {
+  return shape.source ?? 'manual'
+}
+
+function persistedConfirmed(shape: ExamCanvasShapeModel): boolean {
+  return shape.confirmed ?? persistedSource(shape) !== 'ai'
+}
+
+function persistedConfidence(shape: ExamCanvasShapeModel): number | null {
+  return typeof shape.confidence === 'number' ? shape.confidence : null
+}
+
+function persistedDerivation(shape: ExamCanvasShapeModel): string | null {
+  return shape.derivation ?? null
+}
+
 function contains(outer: CanvasBounds, inner: CanvasBounds): boolean {
   const ox2 = outer.x + outer.w
   const oy2 = outer.y + outer.h
@@ -88,63 +131,167 @@ export function serializeCanvasShapes(template: ExamTemplateDetail, shapes: Exam
   const orderedBoundaries = shapes
     .filter((s) => s.kind === 'boundary')
     .sort((a, b) => (pageForShape(a, pages) - pageForShape(b, pages)) || (a.y - b.y))
-  const parts = shapes.filter((s) => s.kind === 'part')
+  // 'part' shapes carry the whole question tree: containers (isContainer) + leaf parts/subparts. They are the
+  // authoritative structure — the boundary-pair synthesis below is only a fallback for the manual workflow.
+  const structural = shapes.filter((s) => s.kind === 'part')
+  const containerShapes = structural.filter((s) => s.isContainer)
   const regions = shapes.filter((s) => s.kind !== 'boundary' && s.kind !== 'part')
 
   const questions: TemplateReplacePayload['questions'] = []
   const boundaries: TemplateReplacePayload['boundaries'] = []
   const bands: Array<{ questionId: string; top: ExamCanvasShapeModel; bottom: ExamCanvasShapeModel }> = []
 
+  // Stable question id per structural shape — prefer the persisted domain id so a re-save keeps join keys.
+  const idOf = new Map<string, string>()
+  for (const s of structural) idOf.set(s.id, isUuid(s.questionId) ? (s.questionId as string) : isUuid(s.id) ? s.id : newDomainId())
+  const emittedIds = new Set<string>(idOf.values())
+
+  // Boundary pairs: attach each pair to the container shape it spans (AI/structured path), else SYNTHESIZE a
+  // container question from the pair (pure manual authoring, no container box drawn). v1 always synthesized —
+  // which overwrote real containers and flattened the tree.
   for (let i = 0; i < orderedBoundaries.length; i += 2) {
     const top = orderedBoundaries[i]
     const bottom = orderedBoundaries[i + 1]
     if (!top || !bottom) break
-    const qNum = bands.length + 1
-    const questionId = isUuid(top.questionId) ? top.questionId : isUuid(bottom.questionId) ? bottom.questionId : newDomainId()
-    const label = top.label?.replace(/\s+(start|end)$/i, '') || bottom.label?.replace(/\s+(start|end)$/i, '') || `Q${qNum}`
-    questions.push({ id: questionId, label, order: qNum - 1, max_marks: 0, is_container: true, mark_scheme: {} })
+    const label = top.label?.replace(/\s+(start|end)$/i, '') || bottom.label?.replace(/\s+(start|end)$/i, '') || `Q${bands.length + 1}`
+    // A container box whose vertical extent spans this start/end pair owns the boundary (structured path);
+    // otherwise the pair itself defines a container (manual path).
+    const pairTop = Math.min(top.y, bottom.y)
+    const pairBottom = Math.max(top.y, bottom.y)
+    const cover = containerShapes.find((c) => c.y <= pairTop + 4 && c.y + c.h >= pairBottom - 4)
+    let questionId: string
+    if (cover) {
+      questionId = idOf.get(cover.id) as string
+    } else {
+      questionId = isUuid(top.questionId) ? (top.questionId as string) : isUuid(bottom.questionId) ? (bottom.questionId as string) : newDomainId()
+      questions.push({ id: questionId, label, order: questions.length, max_marks: 0, is_container: true, mark_scheme: {}, source: persistedSource(top), confirmed: persistedConfirmed(top), confidence: persistedConfidence(top), derivation: persistedDerivation(top) })
+      emittedIds.add(questionId)
+    }
     bands.push({ questionId, top, bottom })
     for (const b of [top, bottom]) {
-      boundaries.push({ id: isUuid(b.id) ? b.id : newDomainId(), question_id: questionId, label: b === top ? `${label} start` : `${label} end`, page_index: pageForShape(b, pages) - 1, y: b.y, bounds: bounds(b), source: 'manual', confirmed: true })
+      boundaries.push({ id: isUuid(b.id) ? b.id : newDomainId(), question_id: questionId, label: b === top ? `${label} start` : `${label} end`, page_index: pageForShape(b, pages) - 1, y: b.y, bounds: boundaryBounds(b, pages), source: persistedSource(b), confirmed: persistedConfirmed(b), confidence: persistedConfidence(b), derivation: persistedDerivation(b) })
     }
   }
 
+  // Resolve a structural shape's parent: the persisted parent (if still emitted) wins — this is what keeps a
+  // 3-deep subpart→part→question chain intact across a save. Manually-drawn shapes with no persisted parent
+  // fall back to geometry: the deepest container box that contains them, else the boundary band around them.
+  const resolveParent = (s: ExamCanvasShapeModel): string | null => {
+    if (isUuid(s.parentId) && emittedIds.has(s.parentId as string)) return s.parentId as string
+    const containing = containerShapes
+      .filter((c) => c.id !== s.id && contains(bounds(c), bounds(s)))
+      .sort((a, b) => (b.depth ?? 0) - (a.depth ?? 0) || (a.w * a.h) - (b.w * b.h))
+    if (containing.length) return idOf.get(containing[0].id) ?? null
+    const band = bands.find((bd) => bandContains(bd.top, bd.bottom, s))
+    return band?.questionId ?? null
+  }
+
   const partQuestionIds = new Map<string, string>()
-  parts.sort((a, b) => (a.y - b.y) || (a.x - b.x)).forEach((part, index) => {
-    const parentBand = bands.find((band) => bandContains(band.top, band.bottom, part))
-    const qid = isUuid(part.questionId) ? part.questionId : isUuid(part.id) ? part.id : newDomainId()
+  const structuralSorted = [...structural].sort((a, b) => (a.depth ?? 0) - (b.depth ?? 0) || (a.y - b.y) || (a.x - b.x))
+  structuralSorted.forEach((part, index) => {
+    const qid = idOf.get(part.id) as string
     partQuestionIds.set(part.id, qid)
-    questions.push({ id: qid, parent_id: parentBand?.questionId ?? null, label: part.label || `Part ${index + 1}`, order: index, max_marks: Number(part.maxMarks ?? 0), answer_type: part.answerType ?? 'written', mcq_options: null, mark_scheme: {}, is_container: false, spec_ref: null, bounds: bounds(part), page: pageForShape(part, pages) })
+    questions.push({ id: qid, parent_id: resolveParent(part), label: part.label || (part.isContainer ? `Q${index + 1}` : `Part ${index + 1}`), order: index, max_marks: Number(part.maxMarks ?? 0), answer_type: part.isContainer ? null : (part.answerType ?? 'written'), mcq_options: null, mark_scheme: {}, is_container: !!part.isContainer, spec_ref: null, bounds: bounds(part), page: pageForShape(part, pages), source: persistedSource(part), confirmed: persistedConfirmed(part), confidence: persistedConfidence(part), derivation: persistedDerivation(part) })
   })
+  const parts = structural
 
+  // Resolve each region's owner question. Order: current geometric containment (a user who drags a
+  // region into a part re-attaches it) → the PERSISTED attachment if it still points at a saved
+  // question (survives pixel-overflow drift and regions with no enclosing part) → nearest part on the
+  // page → first part → first question of any kind. exam_response_areas.question_id is NOT NULL, so we
+  // never silently drop a region while any question exists (only a template with zero questions can).
+  const questionIds = new Set(questions.map((q) => q.id))
   const response_areas: TemplateReplacePayload['response_areas'] = []
+  // Prefer the DEEPEST (smallest) containing structural box so a region lands on its leaf part, not the
+  // enclosing container. Leaf parts win over containers at equal containment.
+  const deepestContainer = (region: ExamCanvasShapeModel): ExamCanvasShapeModel | undefined =>
+    parts
+      .filter((part) => part.id !== region.id && contains(bounds(part), bounds(region)))
+      .sort((a, b) => Number(!!a.isContainer) - Number(!!b.isContainer) || (a.w * a.h) - (b.w * b.h))[0]
   for (const region of regions) {
-    const containingPart = parts.find((part) => contains(bounds(part), bounds(region)))
-    const fallbackPart = parts.find((part) => pageForShape(part, pages) === pageForShape(region, pages)) ?? parts[0]
-    const questionId = containingPart ? partQuestionIds.get(containingPart.id) : fallbackPart ? partQuestionIds.get(fallbackPart.id) : undefined
+    const containingPart = deepestContainer(region)
+    const persisted = isUuid(region.questionId) && questionIds.has(region.questionId) ? region.questionId : undefined
+    const nearestLeaf = parts.filter((p) => !p.isContainer).find((part) => pageForShape(part, pages) === pageForShape(region, pages)) ?? parts.find((p) => !p.isContainer) ?? parts[0]
+    const questionId =
+      (containingPart && partQuestionIds.get(containingPart.id))
+      || persisted
+      || (nearestLeaf && partQuestionIds.get(nearestLeaf.id))
+      || questions[0]?.id
     if (!questionId) continue
     const kind = region.kind as ExamCanvasRegionKind
-    response_areas.push({ id: isUuid(region.id) ? region.id : newDomainId(), question_id: questionId, page: pageForShape(region, pages), bounds: bounds(region), kind, response_form: kind === 'response' ? (region.responseForm ?? 'lines') : null, context_type: kind === 'context' ? (region.contextType ?? 'generic') : null, source: 'manual', confirmed: true, confidence: null })
+    // Carry rich recognition detail through the save so it survives a round-trip (the replace endpoint
+    // persists exam_response_areas.meta): answer components / MC boxes / final-answer for responses, and the
+    // figure name + caption for context regions.
+    const carried = (region.meta && typeof region.meta === 'object') ? region.meta as Record<string, unknown> : undefined
+    const meta = kind === 'context' && (region.label || region.description)
+      ? { ...(carried ?? {}), name: region.label || carried?.name, description: region.description || carried?.description }
+      : carried
+    response_areas.push({ id: isUuid(region.id) ? region.id : newDomainId(), question_id: questionId, page: pageForShape(region, pages), bounds: bounds(region), kind, response_form: kind === 'response' ? (region.responseForm ?? 'lines') : null, context_type: kind === 'context' ? (region.contextType ?? 'generic') : null, meta, source: persistedSource(region), confirmed: persistedConfirmed(region), confidence: persistedConfidence(region), mark_subtype: null, derivation: persistedDerivation(region) })
   }
 
-  return { meta: { title: template.title, subject: template.subject ?? undefined, page_count: template.page_count ?? undefined, status: template.status }, questions, response_areas, boundaries }
+  return { meta: { title: template.title, subject: template.subject ?? undefined, page_count: template.page_count ?? undefined, status: template.status }, questions, response_areas, boundaries, layout: template.layout ?? [] }
 }
 
 export function shapesFromTemplate(detail: ExamTemplateDetail, pages?: CanvasPageGeometry[]): ExamCanvasShapeModel[] {
   const shapes: ExamCanvasShapeModel[] = []
   const questions = new Map(detail.questions.map((q) => [q.id, q]))
-  for (const b of detail.boundaries ?? []) {
-    const bb = b.bounds ?? { x: 48, y: b.y, w: PAGE_WIDTH - 96, h: 8 }
-    shapes.push({ id: b.id, kind: 'boundary', x: Number(bb.x ?? 48), y: Number(bb.y ?? b.y), w: Number(bb.w ?? PAGE_WIDTH - 96), h: Number(bb.h ?? 8), label: b.label ?? undefined, questionId: b.question_id })
+  const depthOf = (id: string | null | undefined, guard = 0): number => {
+    const q = id ? questions.get(id) : undefined
+    return !q || !q.parent_id || guard > 8 ? 0 : 1 + depthOf(q.parent_id, guard + 1)
   }
+  for (const b of detail.boundaries ?? []) {
+    const page = pageGeometry((b.page_index ?? 0) + 1, pages)
+    // Boundary rows are y-lines. The old bounds rect is vestigial: keep y/domain ids,
+    // but render and save a full rendered-page-width horizontal rule.
+    shapes.push({ id: b.id, kind: 'boundary', x: page.x, y: Number(b.y), w: page.w, h: 8, label: b.label ?? undefined, questionId: b.question_id, source: b.source, confirmed: b.confirmed, confidence: b.confidence, derivation: b.derivation })
+  }
+  // Draw the WHOLE tree that has geometry: containers (main questions / intermediate parts) AND leaf parts,
+  // each carrying its parent id + depth so nesting renders and a save preserves the N-deep chain. A question
+  // with no bounds still can't be drawn (legacy data) — it falls back to boundary-band synthesis on save.
   for (const q of detail.questions ?? []) {
-    if (q.is_container || !q.bounds) continue
-    shapes.push({ id: q.id, kind: 'part', x: Number(q.bounds.x ?? 80), y: Number(q.bounds.y ?? 120), w: Number(q.bounds.w ?? 420), h: Number(q.bounds.h ?? 180), label: q.label, maxMarks: q.max_marks, answerType: q.answer_type ?? 'written', questionId: q.id })
+    if (!q.bounds) continue
+    shapes.push({ id: q.id, kind: 'part', x: Number(q.bounds.x ?? 80), y: Number(q.bounds.y ?? 120), w: Number(q.bounds.w ?? 420), h: Number(q.bounds.h ?? 180), label: q.label, maxMarks: q.max_marks, answerType: q.is_container ? undefined : ((q.answer_type as ExamCanvasShapeModel['answerType']) ?? 'written'), questionId: q.id, parentId: q.parent_id, isContainer: q.is_container, depth: depthOf(q.id), source: q.source, confirmed: q.confirmed, confidence: q.confidence, derivation: q.derivation })
   }
   for (const r of detail.response_areas ?? []) {
     const bb = r.bounds ?? { x: 100, y: pageTop(r.page, pages) + 360, w: 360, h: 120 }
     const q = questions.get(r.question_id)
-    shapes.push({ id: r.id, kind: r.kind, x: Number(bb.x ?? 100), y: Number(bb.y ?? pageTop(r.page, pages) + 360), w: Number(bb.w ?? 360), h: Number(bb.h ?? 120), label: q ? `→ ${q.label}` : r.kind, responseForm: r.response_form ?? undefined, contextType: r.context_type ?? undefined, questionId: r.question_id })
+    const meta = ((r as { meta?: Record<string, unknown> }).meta) ?? {}
+    const name = typeof meta.name === 'string' ? meta.name : undefined
+    const description = typeof meta.description === 'string' ? meta.description : undefined
+    // A context region is NAMED by its figure/table (was an anonymous purple box). Response/other regions keep
+    // the "→ owning question" label so their link is legible.
+    const label = r.kind === 'context'
+      ? (name || (r.context_type && r.context_type !== 'generic' ? r.context_type : 'Context'))
+      : (q ? `→ ${q.label}` : r.kind)
+    shapes.push({ id: r.id, kind: r.kind, x: Number(bb.x ?? 100), y: Number(bb.y ?? pageTop(r.page, pages) + 360), w: Number(bb.w ?? 360), h: Number(bb.h ?? 120), label, description, linkLabel: q?.label, meta: (r as { meta?: Record<string, unknown> }).meta ?? undefined, responseForm: (r.response_form as ExamCanvasShapeModel['responseForm']) ?? undefined, contextType: r.context_type ?? undefined, questionId: r.question_id, source: r.source, confirmed: r.confirmed, confidence: r.confidence, derivation: r.derivation })
   }
-  return shapes
+  return addCheapReviewFlags(shapes, pages)
+}
+
+function overlaps(a: ExamCanvasShapeModel, b: ExamCanvasShapeModel): boolean {
+  const ax2 = a.x + a.w
+  const ay2 = a.y + a.h
+  const bx2 = b.x + b.w
+  const by2 = b.y + b.h
+  return a.x < bx2 && ax2 > b.x && a.y < by2 && ay2 > b.y
+}
+
+function looksUncertainLabel(label: string | undefined): boolean {
+  return !label || /\b(unknown|uncertain|maybe|todo|tbd)\b|\?/.test(label.toLowerCase())
+}
+
+function addCheapReviewFlags(shapes: ExamCanvasShapeModel[], pages?: CanvasPageGeometry[]): ExamCanvasShapeModel[] {
+  const markAreasByQuestion = new Set(shapes.filter((shape) => shape.kind === 'mark_area' && shape.questionId).map((shape) => shape.questionId as string))
+  return shapes.map((shape, index) => {
+    const flags: string[] = []
+    if (shape.source === 'ai' && shape.confirmed === false) flags.push('unconfirmed AI')
+    if (typeof shape.confidence === 'number' && shape.confidence < 0.7) flags.push('low confidence')
+    if ((shape.kind === 'part' || shape.kind === 'question_number') && looksUncertainLabel(shape.label)) flags.push('uncertain question label')
+    if (shape.kind === 'part' && (!shape.maxMarks || shape.maxMarks <= 0) && !markAreasByQuestion.has(shape.questionId ?? shape.id)) flags.push('missing marks')
+    // Containers are MEANT to enclose their children, so never flag them (or their children) for overlap;
+    // flag only genuine partial overlaps between non-container shapes where neither contains the other.
+    const samePageOverlap = !shape.isContainer && shape.kind !== 'boundary' && shapes.some((other, otherIndex) => otherIndex !== index && !other.isContainer && other.kind !== 'boundary' && pageForShape(shape, pages) === pageForShape(other, pages) && overlaps(shape, other) && !contains(bounds(shape), bounds(other)) && !contains(bounds(other), bounds(shape)))
+    if (samePageOverlap) flags.push('overlapping shapes')
+    return flags.length ? { ...shape, reviewFlags: flags } : shape
+  })
 }