diff --git a/apps/web/messages/en.json b/apps/web/messages/en.json
index bc4ea0306..b7634b84b 100644
--- a/apps/web/messages/en.json
+++ b/apps/web/messages/en.json
@@ -2220,9 +2220,22 @@
       "errorTitle": "知識條目入口需重讀",
       "errorDescription": "知識條目入口回應：{reason}。頁面會保留 AI source-backed KM、Hermes 受控覆核與陳舊 KM 狀態，避免誤判成知識庫歸零。",
       "sourceBackedTitle": "AI source-backed KM 已接管",
+      "sourceBackedSummary": "資料未歸零",
       "sourceBackedDescription": "Primary KM DB readback 正在受控修復；目前顯示 source-backed 條目、分類與資產 taxonomy，不是知識庫歸零。原因：{reason}；階段：{stage}；下一步：{next}。",
       "degradedTitle": "知識條目讀取降級",
+      "degradedSummary": "Primary readback 降級；列表保留可用資料。",
       "degradedDescription": "主知識條目 API 已回 degraded：{stage}；下一步：{next}。目前列表不視為真實歸零，AI 受控修復隊列與 RAG / PlayBook readback 仍會保留。",
+      "mode": {
+        "sourceBacked": "接管"
+      },
+      "chip": {
+        "mode": "模式",
+        "reason": "原因",
+        "stage": "階段",
+        "next": "下一步",
+        "entries": "條目",
+        "taxonomy": "分類 / 資產"
+      },
       "retry": "重新讀取"
     },
     "decision": {
diff --git a/apps/web/messages/zh-TW.json b/apps/web/messages/zh-TW.json
index 74f974e91..ccf5b91e7 100644
--- a/apps/web/messages/zh-TW.json
+++ b/apps/web/messages/zh-TW.json
@@ -2220,9 +2220,22 @@
       "errorTitle": "知識條目入口需重讀",
       "errorDescription": "知識條目入口回應：{reason}。頁面會保留 AI source-backed KM、Hermes 受控覆核與陳舊 KM 狀態，避免誤判成知識庫歸零。",
       "sourceBackedTitle": "AI source-backed KM 已接管",
+      "sourceBackedSummary": "資料未歸零",
       "sourceBackedDescription": "Primary KM DB readback 正在受控修復；目前顯示 source-backed 條目、分類與資產 taxonomy，不是知識庫歸零。原因：{reason}；階段：{stage}；下一步：{next}。",
       "degradedTitle": "知識條目讀取降級",
+      "degradedSummary": "Primary readback 降級；列表保留可用資料。",
       "degradedDescription": "主知識條目 API 已回 degraded：{stage}；下一步：{next}。目前列表不視為真實歸零，AI 受控修復隊列與 RAG / PlayBook readback 仍會保留。",
+      "mode": {
+        "sourceBacked": "接管"
+      },
+      "chip": {
+        "mode": "模式",
+        "reason": "原因",
+        "stage": "階段",
+        "next": "下一步",
+        "entries": "條目",
+        "taxonomy": "分類 / 資產"
+      },
       "retry": "重新讀取"
     },
     "decision": {
diff --git a/apps/web/src/app/[locale]/knowledge-base/page.tsx b/apps/web/src/app/[locale]/knowledge-base/page.tsx
index 2821f1923..3cf92d620 100644
--- a/apps/web/src/app/[locale]/knowledge-base/page.tsx
+++ b/apps/web/src/app/[locale]/knowledge-base/page.tsx
@@ -438,6 +438,18 @@ const humanizeSignalTag = (tag: string) => {
     .join(' ')
 }
 
+const compactReadbackToken = (value: string | null | undefined) => {
+  if (!value) return '--'
+  if (value === 'primary_km_db_timeout_or_pool_exhausted') return 'DB pool'
+  if (value === 'knowledge_readback_source_backed_ai_controlled_repair') return '接管'
+  if (value === 'repair_primary_km_db_readback_then_promote_source_backed_receipts_to_persistent_km') return '修復 KM'
+  if (value === 'primary_km_taxonomy_readback_degraded') return 'Taxonomy 降級'
+  if (value === 'knowledge_primary_entries_ready_taxonomy_degraded') return 'Primary 可讀'
+  if (value === 'repair_primary_km_taxonomy_readback_without_hiding_entries') return '修復 taxonomy'
+  if (value.startsWith('source_backed')) return '接管'
+  return humanizeSignalTag(value)
+}
+
 const getSignalTags = (entry: KnowledgeEntry) => {
   const seen = new Set<string>()
   return entry.tags
@@ -698,6 +710,58 @@ export default function KnowledgeBasePage({
     (value: number) => value.toLocaleString(localeCode),
     [localeCode],
   )
+  const readbackNoticeChips = useMemo(
+    () => [
+      {
+        label: t('dataChain.chip.mode'),
+        value: isKnowledgeSourceBacked ? t('dataChain.mode.sourceBacked') : compactReadbackToken(readbackStatus),
+        icon: CheckCircle2,
+        tone: 'border-status-healthy/20 bg-status-healthy/10 text-status-healthy',
+      },
+      {
+        label: t('dataChain.chip.reason'),
+        value: compactReadbackToken(entryReadback?.degraded_reason_code),
+        icon: Database,
+        tone: 'border-status-warning/20 bg-status-warning/10 text-status-warning',
+      },
+      {
+        label: t('dataChain.chip.stage'),
+        value: compactReadbackToken(entryReadback?.operator_stage),
+        icon: PlayCircle,
+        tone: 'border-claw-blue/20 bg-claw-blue/8 text-claw-blue',
+      },
+      {
+        label: t('dataChain.chip.next'),
+        value: compactReadbackToken(entryReadback?.next_step),
+        icon: ArrowRight,
+        tone: 'border-nothing-gray-200 bg-white text-secondary',
+      },
+      {
+        label: t('dataChain.chip.entries'),
+        value: formatCount(total),
+        icon: BookOpen,
+        tone: 'border-claw-blue/20 bg-white text-claw-blue',
+      },
+      {
+        label: t('dataChain.chip.taxonomy'),
+        value: `${formatCount(categories.length)} / ${formatCount(assetTaxonomy.length)}`,
+        icon: Tag,
+        tone: 'border-purple-200 bg-purple-50 text-purple-600',
+      },
+    ],
+    [
+      assetTaxonomy.length,
+      categories.length,
+      entryReadback?.degraded_reason_code,
+      entryReadback?.next_step,
+      entryReadback?.operator_stage,
+      formatCount,
+      isKnowledgeSourceBacked,
+      readbackStatus,
+      t,
+      total,
+    ],
+  )
   const formatCategoryLabel = useCallback(
     (category: string) => {
       if (KNOWN_CATEGORY_KEYS.has(category)) {
@@ -1422,33 +1486,44 @@ export default function KnowledgeBasePage({
           </div>
 
           {(entryFetchError || isKnowledgeListDegraded) && (
-            <div className="border-b border-status-warning/20 bg-status-warning/10 px-4 py-3">
-              <div className="flex flex-col gap-2 rounded-md border border-status-warning/25 bg-white/75 px-3 py-2 sm:flex-row sm:items-center sm:justify-between">
-                <div className="min-w-0">
-                  <div className="flex items-center gap-2 text-xs font-label text-status-warning">
-                    <TriangleAlert className="h-4 w-4 shrink-0" aria-hidden="true" />
-                    <span>
+            <div className="border-b border-status-warning/20 bg-white px-4 py-2">
+              <div className="flex flex-col gap-2 rounded-md border border-status-warning/20 bg-status-warning/5 px-3 py-2 xl:flex-row xl:items-center xl:justify-between">
+                <div className="grid min-w-0 flex-1 gap-2 xl:grid-cols-[minmax(220px,0.8fr)_minmax(0,2fr)] xl:items-center">
+                  <div className="min-w-0">
+                    <div className="flex items-center gap-2 text-xs font-label text-status-warning">
+                      <TriangleAlert className="h-4 w-4 shrink-0" aria-hidden="true" />
+                      <span className="truncate">
+                        {entryFetchError
+                          ? t('dataChain.errorTitle')
+                          : isKnowledgeSourceBacked
+                            ? t('dataChain.sourceBackedTitle')
+                            : t('dataChain.degradedTitle')}
+                      </span>
+                    </div>
+                    <p className="mt-1 truncate text-[11px] font-body text-muted">
                       {entryFetchError
-                        ? t('dataChain.errorTitle')
+                        ? t('dataChain.errorDescription', { reason: entryFetchError })
                         : isKnowledgeSourceBacked
-                          ? t('dataChain.sourceBackedTitle')
-                          : t('dataChain.degradedTitle')}
-                    </span>
+                          ? t('dataChain.sourceBackedSummary')
+                          : t('dataChain.degradedSummary')}
+                    </p>
                   </div>
-                  <p className="mt-1 text-xs font-body leading-5 text-secondary">
-                    {entryFetchError
-                      ? t('dataChain.errorDescription', { reason: entryFetchError })
-                      : isKnowledgeSourceBacked
-                        ? t('dataChain.sourceBackedDescription', {
-                          reason: entryReadback?.degraded_reason_code ?? '--',
-                          stage: entryReadback?.operator_stage ?? '--',
-                          next: entryReadback?.next_step ?? '--',
-                        })
-                        : t('dataChain.degradedDescription', {
-                          stage: entryReadback?.operator_stage ?? '--',
-                          next: entryReadback?.next_step ?? '--',
-                        })}
-                  </p>
+                  {!entryFetchError && (
+                    <div className="grid grid-cols-2 gap-1.5 sm:grid-cols-3 xl:grid-cols-6">
+                      {readbackNoticeChips.map(chip => {
+                        const Icon = chip.icon
+                        return (
+                          <div key={chip.label} className={cn('min-w-0 rounded-md border px-2 py-1.5', chip.tone)}>
+                            <div className="flex items-center gap-1.5">
+                              <Icon className="h-3.5 w-3.5 shrink-0" aria-hidden="true" />
+                              <span className="truncate text-[9px] font-label uppercase tracking-wider opacity-75">{chip.label}</span>
+                            </div>
+                            <div className="mt-1 truncate text-xs font-heading font-semibold tabular-nums">{chip.value}</div>
+                          </div>
+                        )
+                      })}
+                    </div>
+                  )}
                 </div>
                 <button
                   onClick={() => {