AI category-aware evaluation: per-round config, file parsing, shortlist, advance flow

- Per-juror cap mode (HARD/SOFT/NONE) in add-member dialog and members table
- Jury invite flow: create user + add to group + send invitation from dialog
- Per-round config: notifyOnAdvance, aiParseFiles, startupAdvanceCount, conceptAdvanceCount
- Moved notify-on-advance from competition-level to per-round setting
- AI filtering: round-tagged files with newest-first sorting, optional file content extraction
- File content extractor service (pdf-parse for PDF, utf-8 for text files)
- AI shortlist runs independently per category (STARTUP / BUSINESS_CONCEPT)
- generateAIRecommendations tRPC endpoint with per-round config integration
- AI recommendations UI: trigger button, confirmation dialog, per-category results display
- Category-aware advance dialog: select/deselect projects by category with target caps
- STAGE_ACTIVE bug fix in assignment router

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

src/app/(admin)/admin/projects/bulk-upload/page.tsx

@@ -60,7 +60,7 @@ type UploadState = {
 type UploadMap = Record<string, UploadState>
 
 export default function BulkUploadPage() {
-  const [windowId, setWindowId] = useState('')
+  const [roundId, setRoundId] = useState('')
   const [search, setSearch] = useState('')
   const [debouncedSearch, setDebouncedSearch] = useState('')
   const [statusFilter, setStatusFilter] = useState<'all' | 'missing' | 'complete'>('all')
@@ -96,20 +96,20 @@ export default function BulkUploadPage() {
   }, [])
 
   // Queries
-  const { data: windows, isLoading: windowsLoading } = trpc.file.listSubmissionWindows.useQuery()
+  const { data: rounds, isLoading: roundsLoading } = trpc.file.listRoundsForBulkUpload.useQuery()
 
-  const { data, isLoading, refetch } = trpc.file.listProjectsWithUploadStatus.useQuery(
+  const { data, isLoading, refetch } = trpc.file.listProjectsByRoundRequirements.useQuery(
     {
-      submissionWindowId: windowId,
+      roundId,
       search: debouncedSearch || undefined,
       status: statusFilter,
       page,
       pageSize: perPage,
     },
-    { enabled: !!windowId }
+    { enabled: !!roundId }
   )
 
-  const uploadMutation = trpc.file.adminUploadForRequirement.useMutation()
+  const uploadMutation = trpc.file.adminUploadForRoundRequirement.useMutation()
 
   // Upload a single file for a project requirement
   const uploadFileForRequirement = useCallback(
@@ -117,7 +117,7 @@ export default function BulkUploadPage() {
       projectId: string,
       requirementId: string,
       file: File,
-      submissionWindowId: string
+      targetRoundId: string
     ) => {
       const key = `${projectId}:${requirementId}`
       setUploads((prev) => ({
@@ -131,8 +131,8 @@ export default function BulkUploadPage() {
           fileName: file.name,
           mimeType: file.type || 'application/octet-stream',
           size: file.size,
-          submissionWindowId,
-          submissionFileRequirementId: requirementId,
+          roundId: targetRoundId,
+          requirementId,
         })
 
         // XHR upload with progress
@@ -186,18 +186,18 @@ export default function BulkUploadPage() {
       }
       input.onchange = (e) => {
         const file = (e.target as HTMLInputElement).files?.[0]
-        if (file && windowId) {
-          uploadFileForRequirement(projectId, requirementId, file, windowId)
+        if (file && roundId) {
+          uploadFileForRequirement(projectId, requirementId, file, roundId)
         }
       }
       input.click()
     },
-    [windowId, uploadFileForRequirement]
+    [roundId, uploadFileForRequirement]
   )
 
   // Handle bulk row upload
   const handleBulkUploadAll = useCallback(async () => {
-    if (!bulkProject || !windowId) return
+    if (!bulkProject || !roundId) return
 
     const entries = Object.entries(bulkFiles).filter(
       ([, file]) => file !== null
@@ -211,14 +211,14 @@ export default function BulkUploadPage() {
     // Upload all in parallel
     await Promise.allSettled(
       entries.map(([reqId, file]) =>
-        uploadFileForRequirement(bulkProject.id, reqId, file, windowId)
+        uploadFileForRequirement(bulkProject.id, reqId, file, roundId)
       )
     )
 
     setBulkProject(null)
     setBulkFiles({})
     toast.success('Bulk upload complete')
-  }, [bulkProject, bulkFiles, windowId, uploadFileForRequirement])
+  }, [bulkProject, bulkFiles, roundId, uploadFileForRequirement])
 
   const progressPercent =
     data && data.totalProjects > 0
@@ -242,32 +242,37 @@ export default function BulkUploadPage() {
         </div>
       </div>
 
-      {/* Window Selector */}
+      {/* Round Selector */}
       <Card>
         <CardHeader>
-          <CardTitle className="text-base">Submission Window</CardTitle>
+          <CardTitle className="text-base">Round</CardTitle>
         </CardHeader>
         <CardContent>
-          {windowsLoading ? (
+          {roundsLoading ? (
             <Skeleton className="h-10 w-full" />
+          ) : !rounds || rounds.length === 0 ? (
+            <div className="flex items-center gap-2 text-sm text-muted-foreground">
+              <AlertCircle className="h-4 w-4" />
+              <span>No rounds have file requirements configured. Add file requirements to a round first.</span>
+            </div>
           ) : (
             <Select
-              value={windowId}
+              value={roundId}
               onValueChange={(v) => {
-                setWindowId(v)
+                setRoundId(v)
                 setPage(1)
                 setUploads({})
               }}
             >
               <SelectTrigger>
-                <SelectValue placeholder="Select a submission window..." />
+                <SelectValue placeholder="Select a round..." />
               </SelectTrigger>
               <SelectContent>
-                {windows?.map((w) => (
-                  <SelectItem key={w.id} value={w.id}>
-                    {w.competition.program.name} {w.competition.program.year} &mdash; {w.name}{' '}
-                    ({w.fileRequirements.length} requirement
-                    {w.fileRequirements.length !== 1 ? 's' : ''})
+                {rounds.map((r) => (
+                  <SelectItem key={r.id} value={r.id}>
+                    {r.competition.program.name} {r.competition.program.year} &mdash; {r.name}{' '}
+                    ({r.fileRequirements.length} requirement
+                    {r.fileRequirements.length !== 1 ? 's' : ''})
                   </SelectItem>
                 ))}
               </SelectContent>
@@ -276,8 +281,8 @@ export default function BulkUploadPage() {
         </CardContent>
       </Card>
 
-      {/* Content (only if window selected) */}
-      {windowId && data && (
+      {/* Content (only if round selected) */}
+      {roundId && data && (
         <>
           {/* Progress Summary */}
           <Card>

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

@@ -92,7 +92,7 @@ function ImportPageContent() {
                   Create a competition with rounds before importing projects
                 </p>
                 <Button asChild className="mt-4">
-                  <Link href="/admin/competitions">View Competitions</Link>
+                  <Link href="/admin/rounds">View Rounds</Link>
                 </Button>
               </div>
             ) : (