diff --git a/apps/web/messages/en.json b/apps/web/messages/en.json
index 8b57f659..d6a53f3b 100644
--- a/apps/web/messages/en.json
+++ b/apps/web/messages/en.json
@@ -1418,6 +1418,16 @@
       "categoryDistribution": "分類分佈",
       "categoryOther": "其他分類"
     },
+    "quality": {
+      "title": "資料品質軌道",
+      "scope": "目前列表",
+      "reviewBacklog": "待審核",
+      "freshWithin7d": "7 天內更新",
+      "incidentLinked": "事故關聯",
+      "signalRich": "訊號完整",
+      "playbookLinked": "Playbook 關聯",
+      "countOfLoaded": "{count} / {total}"
+    },
     "noResults": "找不到相關知識條目",
     "createEntry": "新增條目",
     "viewCount": "瀏覽",
diff --git a/apps/web/messages/zh-TW.json b/apps/web/messages/zh-TW.json
index 8b57f659..d6a53f3b 100644
--- a/apps/web/messages/zh-TW.json
+++ b/apps/web/messages/zh-TW.json
@@ -1418,6 +1418,16 @@
       "categoryDistribution": "分類分佈",
       "categoryOther": "其他分類"
     },
+    "quality": {
+      "title": "資料品質軌道",
+      "scope": "目前列表",
+      "reviewBacklog": "待審核",
+      "freshWithin7d": "7 天內更新",
+      "incidentLinked": "事故關聯",
+      "signalRich": "訊號完整",
+      "playbookLinked": "Playbook 關聯",
+      "countOfLoaded": "{count} / {total}"
+    },
     "noResults": "找不到相關知識條目",
     "createEntry": "新增條目",
     "viewCount": "瀏覽",
diff --git a/apps/web/src/app/[locale]/knowledge-base/page.tsx b/apps/web/src/app/[locale]/knowledge-base/page.tsx
index 975140a3..57c28c89 100644
--- a/apps/web/src/app/[locale]/knowledge-base/page.tsx
+++ b/apps/web/src/app/[locale]/knowledge-base/page.tsx
@@ -390,6 +390,29 @@ export default function KnowledgeBasePage({
     ]
   }, [categories, totalCount])
 
+  const qualityRows = useMemo(() => {
+    const loaded = displayedEntries.length
+    const now = Date.now()
+    const freshWindowMs = 7 * 24 * 60 * 60 * 1000
+    const pct = (count: number) => loaded > 0 ? Math.round((count / loaded) * 100) : 0
+    const reviewBacklog = displayedEntries.filter(entry => entry.status === 'draft' || entry.status === 'review').length
+    const freshWithin7d = displayedEntries.filter(entry => {
+      const updatedAt = Date.parse(entry.updated_at)
+      return Number.isFinite(updatedAt) && now - updatedAt <= freshWindowMs
+    }).length
+    const incidentLinked = displayedEntries.filter(entry => Boolean(entry.related_incident_id)).length
+    const playbookLinked = displayedEntries.filter(entry => Boolean(entry.related_playbook_id)).length
+    const signalRich = displayedEntries.filter(entry => getSignalTags(entry).length > 0).length
+
+    return [
+      { key: 'reviewBacklog', count: reviewBacklog, pct: pct(reviewBacklog), tone: 'bg-status-warning' },
+      { key: 'freshWithin7d', count: freshWithin7d, pct: pct(freshWithin7d), tone: 'bg-status-healthy' },
+      { key: 'incidentLinked', count: incidentLinked, pct: pct(incidentLinked), tone: 'bg-claw-blue' },
+      { key: 'signalRich', count: signalRich, pct: pct(signalRich), tone: 'bg-purple-500' },
+      { key: 'playbookLinked', count: playbookLinked, pct: pct(playbookLinked), tone: 'bg-nothing-gray-400' },
+    ] as const
+  }, [displayedEntries])
+
   const content = (
       <div className="flex h-[calc(100vh-64px)] flex-col lg:flex-row">
 
@@ -542,6 +565,31 @@ export default function KnowledgeBasePage({
                 </div>
               </div>
             </div>
+
+            <div className="mt-3 rounded-md border border-nothing-gray-200 bg-white/70 px-3 py-2">
+              <div className="mb-2 flex items-center justify-between gap-2">
+                <p className="text-[10px] font-label uppercase tracking-wider text-muted">{t('quality.title')}</p>
+                <span className="shrink-0 text-[10px] font-body text-muted">{t('quality.scope')}</span>
+              </div>
+              <div className="grid grid-cols-1 gap-2 sm:grid-cols-2 xl:grid-cols-5">
+                {qualityRows.map(row => (
+                  <div key={row.key} className="min-w-0">
+                    <div className="mb-1 flex items-center justify-between gap-2">
+                      <span className="truncate text-[10px] font-body text-secondary">{t(`quality.${row.key}`)}</span>
+                      <span className="text-[10px] font-label tabular-nums text-muted">
+                        {t('quality.countOfLoaded', { count: formatCount(row.count), total: formatCount(visibleSummary.loaded) })}
+                      </span>
+                    </div>
+                    <div className="h-1.5 overflow-hidden rounded-full bg-nothing-gray-100">
+                      <div
+                        className={cn('h-full rounded-full', row.tone)}
+                        style={{ width: `${row.pct}%` }}
+                      />
+                    </div>
+                  </div>
+                ))}
+              </div>
+            </div>
           </section>
 
           {/* 結果列表 */}