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/dashboard-content.tsx

@@ -1,6 +1,7 @@
 'use client'
 
 import Link from 'next/link'
+import type { Route } from 'next'
 import { trpc } from '@/lib/trpc/client'
 import {
   Card,
@@ -473,7 +474,7 @@ export function DashboardContent({ editionId, sessionName }: DashboardContentPro
           </div>
           <div>
             <p className="text-sm font-medium">Rounds</p>
-            <p className="text-xs text-muted-foreground">Manage competition rounds</p>
+            <p className="text-xs text-muted-foreground">Manage rounds</p>
           </div>
         </Link>
         <Link href="/admin/projects/new" className="group flex items-center gap-3 rounded-xl border border-border/60 p-4 transition-all duration-200 hover:-translate-y-0.5 hover:shadow-md hover:border-emerald-500/30 hover:bg-emerald-500/5">
@@ -513,7 +514,7 @@ export function DashboardContent({ editionId, sessionName }: DashboardContentPro
                     Rounds
                   </CardTitle>
                   <CardDescription>
-                    Competition rounds in {edition.name}
+                    Active rounds in {edition.name}
                   </CardDescription>
                 </div>
                 <Link
@@ -541,8 +542,9 @@ export function DashboardContent({ editionId, sessionName }: DashboardContentPro
               ) : (
                 <div className="space-y-3">
                   {roundsWithEvalStats.map((round: typeof roundsWithEvalStats[number]) => (
-                    <div
+                    <Link
                       key={round.id}
+                      href={`/admin/rounds/${round.id}` as Route}
                       className="block"
                     >
                       <div className="rounded-lg border p-4 transition-all hover:bg-muted/50 hover:-translate-y-0.5 hover:shadow-md">
@@ -569,7 +571,7 @@ export function DashboardContent({ editionId, sessionName }: DashboardContentPro
                           <Progress value={round.evalPercent} className="mt-3 h-1.5" gradient />
                         )}
                       </div>
-                    </div>
+                    </Link>
                   ))}
                 </div>
               )}