fix: ranking shows all reviewed projects, fix override badge sync issue

- AI ranking now includes ALL projects (never filters/excludes any)
- Updated system prompt: filter criteria inform priority, not exclusion
- Dynamic maxTokens scaling for large project pools (80 tokens/project)
- Fallback: projects AI omits are appended sorted by composite score
- Override badge uses snapshotOrder state (synced with localOrder in same
  useEffect) instead of rankingMap.originalIndex to prevent stale-render
  mismatch where all items incorrectly showed as overridden

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

src/components/admin/round/ranking-dashboard.tsx

@@ -90,6 +90,7 @@ type SortableProjectRowProps = {
   jurorScores: JurorScore[] | undefined
   onSelect: () => void
   isSelected: boolean
+  originalRank: number | undefined // from snapshotOrder — always in sync with localOrder
 }
 
 // ─── Sub-component: SortableProjectRow ────────────────────────────────────────
@@ -102,6 +103,7 @@ function SortableProjectRow({
   jurorScores,
   onSelect,
   isSelected,
+  originalRank,
 }: SortableProjectRowProps) {
   const {
     attributes,
@@ -117,8 +119,9 @@ function SortableProjectRow({
     transition,
   }
 
-  // isOverridden: admin drag-reordered this project from its original snapshot position
-  const isOverridden = entry !== undefined && currentRank !== entry.originalIndex
+  // isOverridden: admin drag-reordered this project from its original snapshot position.
+  // Uses snapshotOrder (set in same effect as localOrder) so they are always in sync.
+  const isOverridden = originalRank !== undefined && currentRank !== originalRank
 
   // Compute yes count from juror scores
   const yesCount = jurorScores?.filter((j) => j.decision === true).length ?? 0
@@ -236,6 +239,9 @@ export function RankingDashboard({ competitionId: _competitionId, roundId }: Ran
     STARTUP: [],
     BUSINESS_CONCEPT: [],
   })
+  // Track the original snapshot order (projectId → 1-based rank) for override detection.
+  // Updated in the same effect as localOrder so they are always in sync.
+  const [snapshotOrder, setSnapshotOrder] = useState<Record<string, number>>({})
   const initialized = useRef(false)
   const pendingReorderCount = useRef(0)
 
@@ -404,6 +410,11 @@ export function RankingDashboard({ competitionId: _competitionId, roundId }: Ran
         STARTUP: startup.map((r) => r.projectId),
         BUSINESS_CONCEPT: concept.map((r) => r.projectId),
       })
+      // Track original order for override detection (same effect = always in sync)
+      const order: Record<string, number> = {}
+      startup.forEach((r, i) => { order[r.projectId] = i + 1 })
+      concept.forEach((r, i) => { order[r.projectId] = i + 1 })
+      setSnapshotOrder(order)
       initialized.current = true
     }
   }, [snapshot])
@@ -853,6 +864,7 @@ export function RankingDashboard({ competitionId: _competitionId, roundId }: Ran
                                   jurorScores={evalScores?.[projectId]}
                                   onSelect={() => setSelectedProjectId(projectId)}
                                   isSelected={selectedProjectId === projectId}
+                                  originalRank={snapshotOrder[projectId]}
                                 />
                               </motion.div>
                               {isCutoffRow && (