diff --git a/frontend/components/dashboard/Dashboard.module.css b/frontend/components/dashboard/Dashboard.module.css
index b8c73cc8..a6718420 100644
--- a/frontend/components/dashboard/Dashboard.module.css
+++ b/frontend/components/dashboard/Dashboard.module.css
@@ -849,6 +849,473 @@
   background: rgba(34, 211, 238, 0.16);
 }
 
+.root :global(.home-intelligence-panel.full) {
+  bottom: 18px;
+  width: min(372px, calc(100vw - var(--sidebar-width) - 64px));
+  gap: 12px;
+  overflow-y: auto;
+  border-color: rgba(34, 211, 238, 0.34);
+  background:
+    radial-gradient(circle at 100% 0%, rgba(37, 99, 235, 0.22), transparent 34%),
+    linear-gradient(162deg, rgba(3, 12, 24, 0.94), rgba(6, 26, 48, 0.92));
+}
+
+.root :global(.home-intelligence-panel.full::-webkit-scrollbar) {
+  width: 4px;
+}
+
+.root :global(.home-intelligence-panel.full::-webkit-scrollbar-thumb) {
+  background: rgba(34, 211, 238, 0.28);
+  border-radius: 999px;
+}
+
+.root :global(.home-panel-close) {
+  position: absolute;
+  top: 12px;
+  right: 14px;
+  z-index: 2;
+  width: 28px;
+  height: 28px;
+  border: 0;
+  border-radius: 999px;
+  background: transparent;
+  color: rgba(226, 232, 240, 0.78);
+  cursor: pointer;
+  font-size: 24px;
+  line-height: 1;
+}
+
+.root :global(.home-panel-close:hover) {
+  color: #fff;
+  background: rgba(148, 163, 184, 0.1);
+}
+
+.root :global(.home-card-titlebar) {
+  display: flex;
+  justify-content: space-between;
+  gap: 14px;
+  padding-right: 26px;
+}
+
+.root :global(.home-card-titlebar h2) {
+  color: #f8fafc;
+  font-size: 28px;
+  font-weight: 900;
+  line-height: 1;
+  letter-spacing: -0.055em;
+}
+
+.root :global(.home-card-titlebar p),
+.root :global(.home-card-meta-row) {
+  color: rgba(148, 163, 184, 0.88);
+  font-size: 12px;
+  font-weight: 650;
+}
+
+.root :global(.home-card-titlebar p) {
+  margin-top: 7px;
+}
+
+.root :global(.home-card-meta-row) {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+}
+
+.root :global(.home-card-live-dot) {
+  width: 6px;
+  height: 6px;
+  border-radius: 999px;
+  background: #22c55e;
+  box-shadow: 0 0 12px rgba(34, 197, 94, 0.72);
+}
+
+.root :global(.home-weather-hero) {
+  display: grid;
+  grid-template-columns: 1fr 92px;
+  gap: 8px 16px;
+  align-items: center;
+}
+
+.root :global(.home-weather-hero strong) {
+  color: #f8fafc;
+  font-size: 58px;
+  font-weight: 900;
+  line-height: 0.96;
+  letter-spacing: -0.08em;
+}
+
+.root :global(.home-weather-hero span) {
+  display: block;
+  margin-top: 8px;
+  color: rgba(148, 163, 184, 0.88);
+  font-size: 12px;
+}
+
+.root :global(.home-weather-icon) {
+  position: relative;
+  width: 88px;
+  height: 76px;
+}
+
+.root :global(.home-weather-icon .cloud) {
+  position: absolute;
+  border-radius: 999px;
+  background: linear-gradient(180deg, #b8c4d2, #64748b);
+  filter: drop-shadow(0 10px 18px rgba(0, 0, 0, 0.28));
+}
+
+.root :global(.home-weather-icon .cloud-a) {
+  left: 10px;
+  top: 24px;
+  width: 70px;
+  height: 30px;
+}
+
+.root :global(.home-weather-icon .cloud-b) {
+  left: 31px;
+  top: 10px;
+  width: 37px;
+  height: 37px;
+}
+
+.root :global(.home-weather-icon .rain) {
+  position: absolute;
+  top: 58px;
+  width: 4px;
+  height: 13px;
+  border-radius: 999px;
+  background: #38bdf8;
+  transform: rotate(18deg);
+}
+
+.root :global(.home-weather-icon .rain-a) {
+  left: 29px;
+}
+
+.root :global(.home-weather-icon .rain-b) {
+  left: 48px;
+}
+
+.root :global(.home-weather-icon .rain-c) {
+  left: 67px;
+}
+
+.root :global(.home-max-so-far) {
+  grid-column: 2;
+  color: rgba(203, 213, 225, 0.86);
+  font-size: 12px;
+  text-align: right;
+}
+
+.root :global(.home-max-so-far strong) {
+  display: block;
+  margin-top: 4px;
+  font-size: 16px;
+  letter-spacing: -0.03em;
+}
+
+.root :global(.home-max-so-far small) {
+  color: rgba(148, 163, 184, 0.9);
+  font-size: 11px;
+}
+
+.root :global(.home-deb-card),
+.root :global(.home-card-section) {
+  border-radius: 14px;
+  border: 1px solid rgba(34, 211, 238, 0.2);
+  background: rgba(2, 8, 18, 0.52);
+}
+
+.root :global(.home-deb-card) {
+  display: grid;
+  grid-template-columns: minmax(0, 1fr) 120px;
+  gap: 12px;
+  align-items: center;
+  padding: 12px 14px;
+}
+
+.root :global(.home-deb-card span),
+.root :global(.home-card-section h3) {
+  color: #67e8f9;
+  font-size: 12px;
+  font-weight: 850;
+}
+
+.root :global(.home-deb-card small),
+.root :global(.home-card-section h3 small) {
+  color: rgba(148, 163, 184, 0.82);
+  font-weight: 700;
+}
+
+.root :global(.home-deb-card strong) {
+  display: inline-block;
+  margin-top: 9px;
+  color: #f8fafc;
+  font-size: 26px;
+  font-weight: 900;
+  letter-spacing: -0.055em;
+}
+
+.root :global(.home-deb-card em) {
+  margin-left: 10px;
+  color: #f87171;
+  font-size: 12px;
+  font-style: normal;
+  font-weight: 850;
+}
+
+.root :global(.home-deb-card svg),
+.root :global(.home-market-metrics svg) {
+  width: 100%;
+  height: 42px;
+}
+
+.root :global(.home-deb-card polyline),
+.root :global(.home-market-metrics polyline) {
+  fill: none;
+  stroke: #18e6d4;
+  stroke-linecap: round;
+  stroke-linejoin: round;
+  stroke-width: 2.2;
+}
+
+.root :global(.home-deb-card circle) {
+  fill: #18e6d4;
+}
+
+.root :global(.home-card-section) {
+  padding: 12px 14px;
+}
+
+.root :global(.home-card-section h3) {
+  margin-bottom: 10px;
+  color: rgba(226, 232, 240, 0.94);
+}
+
+.root :global(.home-model-stack) {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 7px;
+}
+
+.root :global(.home-model-stack span) {
+  display: inline-flex;
+  align-items: center;
+  gap: 5px;
+  padding: 6px 8px;
+  border: 1px solid rgba(148, 163, 184, 0.18);
+  border-radius: 6px;
+  background: rgba(15, 23, 42, 0.72);
+  color: rgba(226, 232, 240, 0.92);
+  font-size: 11px;
+  font-weight: 800;
+}
+
+.root :global(.home-model-stack i),
+.root :global(.key-signals i.active) {
+  width: 6px;
+  height: 6px;
+  border-radius: 999px;
+  background: #22c55e;
+  box-shadow: 0 0 10px rgba(34, 197, 94, 0.62);
+}
+
+.root :global(.home-card-section.probability) {
+  border-color: rgba(239, 68, 68, 0.34);
+}
+
+.root :global(.home-probability-list) {
+  display: grid;
+  gap: 8px;
+}
+
+.root :global(.home-probability-row) {
+  display: grid;
+  grid-template-columns: 58px 1fr;
+  align-items: center;
+  gap: 10px;
+  color: rgba(226, 232, 240, 0.95);
+  font-size: 12px;
+  font-weight: 850;
+}
+
+.root :global(.home-probability-row div) {
+  position: relative;
+  height: 18px;
+  overflow: hidden;
+  border-radius: 999px;
+  background: rgba(148, 163, 184, 0.12);
+}
+
+.root :global(.home-probability-row i) {
+  position: absolute;
+  inset: 0 auto 0 0;
+  border-radius: inherit;
+  background: linear-gradient(90deg, #3b82f6, #18e6d4);
+}
+
+.root :global(.home-probability-row:nth-child(3) i) {
+  background: linear-gradient(90deg, #f59e0b, #fbbf24);
+}
+
+.root :global(.home-probability-row:nth-child(n + 4) i) {
+  background: linear-gradient(90deg, #ef4444, #fb7185);
+}
+
+.root :global(.home-probability-row strong) {
+  position: relative;
+  z-index: 1;
+  display: block;
+  padding-left: 12px;
+  color: #f8fafc;
+  font-size: 12px;
+  line-height: 18px;
+}
+
+.root :global(.home-card-empty) {
+  color: rgba(148, 163, 184, 0.9);
+  font-size: 12px;
+  line-height: 1.5;
+}
+
+.root :global(.home-card-section.market) {
+  position: relative;
+  border-color: rgba(16, 185, 129, 0.32);
+}
+
+.root :global(.home-card-section.market.locked) {
+  border-color: rgba(251, 191, 36, 0.28);
+}
+
+.root :global(.home-market-header),
+.root :global(.home-market-ticket),
+.root :global(.home-market-prices),
+.root :global(.home-market-metrics) {
+  display: flex;
+  align-items: center;
+}
+
+.root :global(.home-market-header),
+.root :global(.home-market-ticket) {
+  justify-content: space-between;
+  gap: 10px;
+}
+
+.root :global(.home-market-header span) {
+  color: rgba(148, 163, 184, 0.88);
+  font-size: 11px;
+  font-weight: 750;
+}
+
+.root :global(.home-market-ticket) {
+  margin-top: 8px;
+}
+
+.root :global(.home-market-question strong) {
+  display: block;
+  color: #f8fafc;
+  font-size: 15px;
+}
+
+.root :global(.home-market-question span) {
+  display: block;
+  margin-top: 3px;
+  color: rgba(148, 163, 184, 0.8);
+  font-size: 11px;
+}
+
+.root :global(.home-market-prices) {
+  gap: 6px;
+}
+
+.root :global(.home-market-prices span) {
+  border-radius: 7px;
+  padding: 7px 9px;
+  font-size: 12px;
+  font-weight: 900;
+}
+
+.root :global(.home-market-prices .yes) {
+  color: #67e8f9;
+  background: rgba(8, 145, 178, 0.2);
+}
+
+.root :global(.home-market-prices .no) {
+  color: #fca5a5;
+  background: rgba(127, 29, 29, 0.24);
+}
+
+.root :global(.home-market-metrics) {
+  display: grid;
+  grid-template-columns: repeat(3, minmax(0, 1fr)) 94px;
+  gap: 8px;
+  margin-top: 10px;
+}
+
+.root :global(.home-market-metrics span) {
+  color: rgba(148, 163, 184, 0.84);
+  font-size: 11px;
+}
+
+.root :global(.home-market-metrics strong) {
+  display: block;
+  margin-top: 3px;
+  color: #22c55e;
+  font-size: 13px;
+}
+
+.root :global(.home-market-lock) {
+  display: inline-flex;
+  margin-top: 10px;
+  color: #fde68a;
+  font-size: 12px;
+  font-weight: 850;
+  text-decoration: none;
+}
+
+.root :global(.key-signals) {
+  border-color: transparent;
+  background: transparent;
+  padding: 0 4px;
+}
+
+.root :global(.key-signals ul) {
+  display: grid;
+  gap: 7px;
+  list-style: none;
+}
+
+.root :global(.key-signals li) {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  color: rgba(203, 213, 225, 0.88);
+  font-size: 12px;
+}
+
+.root :global(.key-signals i) {
+  width: 8px;
+  height: 8px;
+  border-radius: 999px;
+  background: rgba(148, 163, 184, 0.42);
+}
+
+.root :global(.key-signals i.amber.active) {
+  background: #f59e0b;
+  box-shadow: 0 0 10px rgba(245, 158, 11, 0.62);
+}
+
+.root :global(.key-signals p) {
+  margin-top: 9px;
+  color: rgba(100, 116, 139, 0.9);
+  font-size: 11px;
+}
+
+.root :global(.home-intelligence-panel.full .home-pro-card) {
+  margin-top: 0;
+}
+
 .root :global(.home-opportunity-strip) {
   position: fixed;
   left: calc(var(--sidebar-width) + 30px);
diff --git a/frontend/components/dashboard/PolyWeatherDashboard.tsx b/frontend/components/dashboard/PolyWeatherDashboard.tsx
index 49f071db..c8b2c77b 100644
--- a/frontend/components/dashboard/PolyWeatherDashboard.tsx
+++ b/frontend/components/dashboard/PolyWeatherDashboard.tsx
@@ -128,13 +128,75 @@ function buildSnapshot(
   return { city, detail, score, summary };
 }
 
+function getProbabilityLabel(
+  bucket: { label?: string | null; value?: number | null; bucket?: string | null },
+  symbol: string,
+) {
+  if (bucket.label) return bucket.label;
+  if (bucket.bucket) return bucket.bucket;
+  if (Number.isFinite(Number(bucket.value))) {
+    return `≥ ${Math.round(Number(bucket.value))}${symbol}`;
+  }
+  return "--";
+}
+
+function formatProbability(value: number | null | undefined) {
+  if (!Number.isFinite(Number(value))) return "--";
+  const normalized = Math.abs(Number(value)) <= 1 ? Number(value) * 100 : Number(value);
+  return `${Math.round(normalized)}%`;
+}
+
+function formatCents(value: number | null | undefined) {
+  if (!Number.isFinite(Number(value))) return "--";
+  const normalized = Math.abs(Number(value)) <= 1 ? Number(value) * 100 : Number(value);
+  return `${Math.round(normalized)}¢`;
+}
+
+function formatEdge(value: number | null | undefined) {
+  if (!Number.isFinite(Number(value))) return "--";
+  const normalized = Math.abs(Number(value)) <= 1 ? Number(value) * 100 : Number(value);
+  const sign = normalized > 0 ? "+" : "";
+  return `${sign}${normalized.toFixed(1)}%`;
+}
+
+function getModelLabels(detail?: CityDetail | null) {
+  const date = detail?.local_date || "";
+  const dailyModels = date ? detail?.multi_model_daily?.[date]?.models : null;
+  const modelMap = dailyModels || detail?.multi_model || {};
+  const labels = Object.keys(modelMap)
+    .filter((key) => Number.isFinite(Number(modelMap[key])))
+    .map((key) =>
+      key
+        .replace(/^open_meteo_/i, "")
+        .replace(/_/g, " ")
+        .replace(/\b\w/g, (letter) => letter.toUpperCase()),
+    );
+  return ["DEB", ...labels].slice(0, 6);
+}
+
+function buildSparklinePoints(values: number[] | undefined) {
+  if (!values?.length) return "";
+  const width = 92;
+  const height = 28;
+  const min = Math.min(...values);
+  const max = Math.max(...values);
+  const span = max - min || 1;
+  return values
+    .map((value, index) => {
+      const x = values.length === 1 ? width : (index / (values.length - 1)) * width;
+      const y = height - ((value - min) / span) * height;
+      return `${x.toFixed(1)},${y.toFixed(1)}`;
+    })
+    .join(" ");
+}
+
 function HomeIntelligencePanel({ snapshots }: { snapshots: CitySnapshot[] }) {
   const store = useDashboardStore();
   const { locale } = useI18n();
   const selectedSnapshot = store.selectedCity
     ? snapshots.find((snapshot) => snapshot.city.name === store.selectedCity)
     : null;
-  const spotlight = selectedSnapshot || snapshots[0] || null;
+  const spotlight = selectedSnapshot || null;
 
   if (!spotlight) return null;
 
@@ -142,6 +204,8 @@ function HomeIntelligencePanel({ snapshots }: { snapshots: CitySnapshot[] }) {
   const symbol = getTempSymbol(city, summary, detail);
   const currentTemp = summary?.current?.temp ?? detail?.current?.temp;
   const debPrediction = summary?.deb?.prediction ?? detail?.deb?.prediction;
+  const maxSoFar = detail?.current?.max_so_far ?? detail?.airport_current?.max_so_far;
+  const maxTime = detail?.current?.max_temp_time || detail?.airport_current?.max_temp_time || "--";
   const localTime = summary?.local_time || detail?.local_time || "--";
   const riskLevel =
     city.deb_recent_tier ||
@@ -149,77 +213,227 @@ function HomeIntelligencePanel({ snapshots }: { snapshots: CitySnapshot[] }) {
     summary?.risk?.level ||
     detail?.risk?.level;
   const deviation = summary?.deviation_monitor || detail?.deviation_monitor;
-  const deviationLabel =
-    locale === "en-US" ? deviation?.label_en : deviation?.label_zh;
   const observationSource =
     summary?.current?.settlement_source_label ||
     detail?.current?.settlement_source_label ||
     city.settlement_source_label ||
     city.airport;
+  const probabilityBuckets =
+    detail?.probabilities?.distribution ||
+    (detail?.local_date
+      ? detail?.multi_model_daily?.[detail.local_date]?.probabilities
+      : undefined) ||
+    [];
+  const displayedProbabilities = probabilityBuckets.slice(0, 5);
+  const modelLabels = getModelLabels(detail);
+  const marketScan = detail?.market_scan;
+  const marketBucket = marketScan?.temperature_bucket || marketScan?.top_buckets?.[0] || null;
+  const marketLabel = marketBucket
+    ? getProbabilityLabel(marketBucket, symbol)
+    : debPrediction != null
+      ? `> ${formatTemperature(debPrediction, symbol)}`
+      : "--";
+  const marketProbability =
+    marketScan?.market_price ?? marketScan?.yes_buy ?? marketScan?.model_probability;
+  const marketModelProbability = marketScan?.model_probability ?? marketBucket?.probability;
+  const sparklinePoints = buildSparklinePoints(marketScan?.sparkline);
+  const isLoading = store.loadingState.cityDetail && store.selectedCity === city.name;
   const isPro = store.proAccess.subscriptionActive;
-  const heading = locale === "en-US" ? "Decision radar" : "决策雷达";
-  const subtitle =
-    locale === "en-US"
-      ? "Live weather, model variance and paid intelligence stay in one workflow."
-      : "把实时天气、模型偏差和付费情报放在同一个工作流里。";
+  const cityCode = city.icao || detail?.risk?.icao || city.airport;
+  const subtitle = `${cityCode} · ${city.airport}`;
+  const highRiskLabel =
+    riskLevel === "high"
+      ? locale === "en-US"
+        ? "High risk"
+        : "高风险"
+      : getRiskCopy(riskLevel, locale);
+  const keySignals = [
+    {
+      active: Number(marketScan?.edge_percent) > 0,
+      label:
+        locale === "en-US"
+          ? "DEB > Market implied"
+          : "DEB 高于市场隐含",
+      tone: "green",
+    },
+    {
+      active: deviation?.trend === "expanding" || deviation?.direction === "hot",
+      label: locale === "en-US" ? "Rising temps trend" : "升温趋势",
+      tone: "green",
+    },
+    {
+      active: Boolean(detail?.peak?.hours?.length),
+      label:
+        detail?.peak?.hours?.length
+          ? `${locale === "en-US" ? "High impact window" : "高影响窗口"} ${detail.peak.hours[0]}-${detail.peak.hours[detail.peak.hours.length - 1]}`
+          : locale === "en-US"
+            ? "High impact window pending"
+            : "高影响窗口待确认",
+      tone: "amber",
+    },
+  ];
 
   return (
-    <aside className="home-intelligence-panel" aria-label={heading}>
+    <aside className="home-intelligence-panel full" aria-label={city.display_name}>
       <div className="home-panel-glow" aria-hidden="true" />
-      <div className="home-panel-kicker">
-        <span className="home-panel-pulse" aria-hidden="true" />
-        <span>{heading}</span>
-      </div>
+      <button
+        type="button"
+        className="home-panel-close"
+        aria-label={locale === "en-US" ? "Close city card" : "关闭城市卡片"}
+        onClick={store.clearCityFocus}
+      >
+        ×
+      </button>
 
-      <div className="home-panel-city">
+      <div className="home-card-titlebar">
         <div>
-          <span className="home-panel-airport">{city.icao || city.airport}</span>
           <h2>{summary?.display_name || detail?.display_name || city.display_name}</h2>
+          <p>{subtitle}</p>
         </div>
         <span className={clsx("home-risk-badge", String(riskLevel || "other"))}>
-          {getRiskCopy(riskLevel, locale)}
+          {highRiskLabel}
         </span>
       </div>
 
-      <p className="home-panel-subtitle">{subtitle}</p>
+      <div className="home-card-meta-row">
+        <span>{locale === "en-US" ? "Local time" : "当地时间"} {localTime}</span>
+        <span className="home-card-live-dot" />
+        <span>
+          {isLoading
+            ? locale === "en-US"
+              ? "Updating..."
+              : "更新中..."
+            : locale === "en-US"
+              ? "Updated now"
+              : "刚刚更新"}
+        </span>
+      </div>
 
-      <div className="home-metric-grid">
-        <div className="home-metric-card primary">
-          <span>{locale === "en-US" ? "Now" : "当前"}</span>
+      <div className="home-weather-hero">
+        <div>
           <strong>{formatTemperature(currentTemp, symbol)}</strong>
+          <span>
+            {locale === "en-US" ? "Feels like" : "体感接近"}{" "}
+            {formatTemperature(currentTemp, symbol)}
+          </span>
         </div>
-        <div className="home-metric-card">
-          <span>{locale === "en-US" ? "DEB high" : "DEB 高点"}</span>
-          <strong>{formatTemperature(debPrediction, symbol)}</strong>
+        <div className="home-weather-icon" aria-hidden="true">
+          <span className="cloud cloud-a" />
+          <span className="cloud cloud-b" />
+          <span className="rain rain-a" />
+          <span className="rain rain-b" />
+          <span className="rain rain-c" />
         </div>
-        <div className="home-metric-card">
-          <span>{locale === "en-US" ? "Delta" : "偏差"}</span>
-          <strong>{formatDelta(currentTemp, debPrediction, symbol)}</strong>
-        </div>
-        <div className="home-metric-card">
-          <span>{locale === "en-US" ? "Local" : "当地"}</span>
-          <strong>{localTime}</strong>
+        <div className="home-max-so-far">
+          <span>{locale === "en-US" ? "Max so far" : "当前最高"}</span>
+          <strong>
+            {formatTemperature(maxSoFar, symbol)} <small>{maxTime}</small>
+          </strong>
         </div>
       </div>
 
-      <div className="home-signal-card">
-        <div className="home-signal-line" aria-hidden="true">
-          <span />
-          <span />
-          <span />
-        </div>
+      <div className="home-deb-card">
         <div>
-          <span className="home-signal-label">
-            {locale === "en-US" ? "Observation anchor" : "观测锚点"}
-          </span>
-          <strong>{observationSource}</strong>
-          <p>
-            {deviationLabel ||
-              (locale === "en-US"
-                ? "Waiting for model deviation monitor."
-                : "等待模型偏差监控信号。")}
-          </p>
+          <span>DEB forecast <small>(24h max)</small></span>
+          <strong>{formatTemperature(debPrediction, symbol)}</strong>
+          <em>{formatDelta(debPrediction, currentTemp, symbol)}</em>
         </div>
+        <svg viewBox="0 0 110 34" aria-hidden="true">
+          <polyline points="4,26 22,22 38,14 55,20 72,16 88,8 106,10" />
+          <circle cx="88" cy="8" r="2.5" />
+        </svg>
+      </div>
+
+      <div className="home-card-section">
+        <h3>{locale === "en-US" ? "Model stack" : "模型栈"}</h3>
+        <div className="home-model-stack">
+          {modelLabels.map((label) => (
+            <span key={label}>
+              <i />
+              {label}
+            </span>
+          ))}
+        </div>
+      </div>
+
+      <div className="home-card-section probability">
+        <h3>EMOS probability <small>(24h max)</small></h3>
+        {displayedProbabilities.length ? (
+          <div className="home-probability-list">
+            {displayedProbabilities.map((bucket, index) => {
+              const probability = Number(bucket.probability ?? 0);
+              const width = Math.max(6, Math.min(100, probability * 100));
+              return (
+                <div key={`${getProbabilityLabel(bucket, symbol)}-${index}`} className="home-probability-row">
+                  <span>{getProbabilityLabel(bucket, symbol)}</span>
+                  <div>
+                    <i style={{ width: `${width}%` }} />
+                    <strong>{formatProbability(probability)}</strong>
+                  </div>
+                </div>
+              );
+            })}
+          </div>
+        ) : (
+          <div className="home-card-empty">
+            {isLoading
+              ? locale === "en-US"
+                ? "Loading probabilities..."
+                : "正在加载概率..."
+              : locale === "en-US"
+                ? "Probability layer pending."
+                : "概率层待加载。"}
+          </div>
+        )}
+      </div>
+
+      <div className={clsx("home-card-section market", !isPro && "locked")}>
+        <div className="home-market-header">
+          <h3>Market edge <small>ⓘ</small></h3>
+          <span>{locale === "en-US" ? "Updated now" : "刚刚更新"}</span>
+        </div>
+        <div className="home-market-ticket">
+          <div className="home-market-question">
+            <strong>{marketLabel}</strong>
+            <span>{marketScan?.selected_date || detail?.local_date || ""}</span>
+          </div>
+          <div className="home-market-prices">
+            <span className="yes">YES {formatCents(marketScan?.yes_buy)}</span>
+            <span className="no">NO {formatCents(marketScan?.no_buy)}</span>
+          </div>
+        </div>
+        <div className="home-market-metrics">
+          <span>
+            Edge <strong>{formatEdge(marketScan?.edge_percent)}</strong>
+          </span>
+          <span>
+            Implied <strong>{formatProbability(marketProbability)}</strong>
+          </span>
+          <span>
+            Model prob <strong>{formatProbability(marketModelProbability)}</strong>
+          </span>
+          <svg viewBox="0 0 96 32" aria-hidden="true">
+            {sparklinePoints ? <polyline points={sparklinePoints} /> : null}
+          </svg>
+        </div>
+        {!isPro ? (
+          <Link href="/account" className="home-market-lock">
+            {locale === "en-US" ? "Unlock market layer" : "解锁市场层"}
+          </Link>
+        ) : null}
+      </div>
+
+      <div className="home-card-section key-signals">
+        <h3>{locale === "en-US" ? "Key signals" : "关键信号"}</h3>
+        <ul>
+          {keySignals.map((signal) => (
+            <li key={signal.label}>
+              <span>{signal.label}</span>
+              <i className={clsx(signal.tone, signal.active && "active")} />
+            </li>
+          ))}
+        </ul>
+        <p>{observationSource}</p>
       </div>
 
       <div className={clsx("home-pro-card", isPro && "active")}>
@@ -228,16 +442,16 @@ function HomeIntelligencePanel({ snapshots }: { snapshots: CitySnapshot[] }) {
           <strong>
             {isPro
               ? locale === "en-US"
-                ? "Market, history and future days are unlocked."
-                : "市场、历史和未来日情报已解锁。"
+                ? "Open full analysis, history and future-day workflow."
+                : "打开完整分析、历史复盘和未来日工作流。"
               : locale === "en-US"
-                ? "Market edge, history review and future dates stay paid."
-                : "市场优势、历史复盘和未来日期保持付费。"}
+                ? "History review and future dates stay paid."
+                : "历史复盘和未来日期保持付费。"}
           </strong>
         </div>
         {isPro ? (
           <button type="button" onClick={() => void store.selectCity(city.name)}>
-            {locale === "en-US" ? "Open detail" : "打开详情"}
+            {locale === "en-US" ? "Open detail" : "完整详情"}
           </button>
         ) : (
           <Link href="/account">{locale === "en-US" ? "Upgrade" : "升级"}</Link>
diff --git a/frontend/hooks/useDashboardStore.tsx b/frontend/hooks/useDashboardStore.tsx
index ae5531d1..b59bde85 100644
--- a/frontend/hooks/useDashboardStore.tsx
+++ b/frontend/hooks/useDashboardStore.tsx
@@ -33,13 +33,14 @@ import {
 } from "@/lib/dashboard-types";
 
 interface DashboardStoreValue extends DashboardState {
+  clearCityFocus: () => void;
   closeFutureModal: () => void;
   closeHistory: () => void;
   closePanel: () => void;
   ensureCityDetail: (
     cityName: string,
     force?: boolean,
-    depth?: "panel" | "nearby" | "full",
+    depth?: "panel" | "market" | "nearby" | "full",
   ) => Promise<CityDetail>;
   focusCity: (cityName: string) => Promise<void>;
   forecastModalMode: ForecastModalMode | null;
@@ -762,6 +763,7 @@ export function DashboardStoreProvider({
   ]);
 
   const selectCity = async (cityName: string) => {
+    selectedCityRef.current = cityName;
     setSelectedCity(cityName);
     setIsPanelOpen(true);
     setSelectedForecastDate(null);
@@ -806,12 +808,39 @@ export function DashboardStoreProvider({
   };
 
   const focusCity = async (cityName: string) => {
+    selectedCityRef.current = cityName;
     setSelectedCity(cityName);
     setIsPanelOpen(false);
     setSelectedForecastDate(null);
     setFutureModalDate(null);
     setForecastModalMode(null);
-    void ensureCitySummary(cityName).catch(() => null);
+    const depth: CityDetailDepth = proAccessRef.current.subscriptionActive
+      ? "market"
+      : "panel";
+    setLoadingState((current) => ({ ...current, cityDetail: true }));
+    void Promise.allSettled([
+      ensureCitySummary(cityName),
+      ensureCityDetail(cityName, false, depth),
+    ])
+      .then(([, detail]) => {
+        if (selectedCityRef.current !== cityName) return;
+        if (detail.status === "fulfilled") {
+          setSelectedForecastDate(detail.value.local_date);
+        }
+      })
+      .finally(() => {
+        if (selectedCityRef.current !== cityName) return;
+        setLoadingState((current) => ({ ...current, cityDetail: false }));
+      });
+  };
+
+  const clearCityFocus = () => {
+    selectedCityRef.current = null;
+    setSelectedCity(null);
+    setIsPanelOpen(false);
+    setSelectedForecastDate(null);
+    setFutureModalDate(null);
+    setForecastModalMode(null);
   };
 
   useEffect(() => {
@@ -833,19 +862,8 @@ export function DashboardStoreProvider({
     if (typeof window === "undefined") return;
 
     hydratedSelectionRef.current = true;
-    const stored = String(
-      window.localStorage.getItem(SELECTED_CITY_STORAGE_KEY) || "",
-    )
-      .trim()
-      .toLowerCase();
-    if (!stored) {
-      return;
-    }
-    if (!cities.some((city) => city.name === stored)) {
-      return;
-    }
-    void selectCity(stored);
-  }, [cities, selectedCity, selectCity]);
+    window.localStorage.removeItem(SELECTED_CITY_STORAGE_KEY);
+  }, [cities, selectedCity]);
 
   const refreshSelectedCity = async () => {
     if (!selectedCity) return;
@@ -1015,6 +1033,7 @@ export function DashboardStoreProvider({
       cities,
       cityDetailsByName,
       citySummariesByName,
+      clearCityFocus,
       closeFutureModal: () => {
         modalOpenSeqRef.current += 1;
         setFutureModalDate(null);