Reorganize intraday signal cards for clearer trade guidance

frontend/components/dashboard/Dashboard.module.css

@@ -2056,6 +2056,27 @@
   letter-spacing: 0.02em;
 }
 
+.root :global(.future-v2-stack) {
+  margin-top: 14px;
+  display: grid;
+  gap: 12px;
+}
+
+.root :global(.future-v2-subpanel) {
+  border: 1px solid var(--border-subtle);
+  border-radius: 12px;
+  background: rgba(255, 255, 255, 0.025);
+  padding: 12px;
+}
+
+.root :global(.future-v2-subpanel-title) {
+  margin: 0;
+  color: var(--text-primary);
+  font-size: 12px;
+  font-weight: 700;
+  letter-spacing: 0.02em;
+}
+
 .root :global(.future-v2-market-v3) {
   margin-top: 16px;
   display: flex;
@@ -2308,6 +2329,13 @@
   line-height: 1.45;
 }
 
+.root :global(.future-subsection-title) {
+  color: var(--text-primary);
+  font-size: 0.95rem;
+  font-weight: 700;
+  margin-top: 18px;
+}
+
 .root :global(.future-trend-value.warm) {
   color: #34d399;
 }
@@ -2444,6 +2472,10 @@
     padding: 10px;
   }
 
+  .root :global(.future-v2-subpanel) {
+    padding: 10px;
+  }
+
   .root :global(.future-trend-value) {
     font-size: 16px;
   }
@@ -2454,6 +2486,11 @@
     line-height: 1.6;
   }
 
+  .root :global(.future-subsection-title) {
+    font-size: 0.9rem;
+    margin-top: 14px;
+  }
+
   .root :global(.future-front-meta) {
     gap: 8px;
   }

frontend/components/dashboard/FutureForecastModal.tsx

@@ -828,6 +828,76 @@ export function FutureForecastModal() {
                       <strong>{marketSignal}</strong>
                     </div>
                   </section>
+
+                  <section className="future-v2-card">
+                    <h4 className="future-v2-card-title">
+                      {locale === "en-US"
+                        ? "City Risk Profile & Airport Narrative"
+                        : "城市风险档案与机场报文解读"}
+                    </h4>
+                    <div className="future-v2-stack">
+                      <div className="future-v2-subpanel">
+                        <h5 className="future-v2-subpanel-title">
+                          {locale === "en-US" ? "City Risk Profile" : "城市风险档案"}
+                        </h5>
+                        <div className="risk-info" style={{ marginTop: "10px" }}>
+                          {!risk.airport ? (
+                            <span style={{ color: "var(--text-muted)" }}>
+                              {t("section.noRiskProfile")}
+                            </span>
+                          ) : (
+                            <>
+                              <div className="risk-row">
+                                <span className="risk-label">
+                                  {settlementProfileLabel}
+                                </span>
+                                <span>{settlementProfileValue}</span>
+                              </div>
+                              <div className="risk-row">
+                                <span className="risk-label">
+                                  {t("section.distance")}
+                                </span>
+                                <span>{risk.distance_km ?? "--"}km</span>
+                              </div>
+                              {risk.warning ? (
+                                <div className="risk-row">
+                                  <span className="risk-label">
+                                    {t("section.note")}
+                                  </span>
+                                  <span>{risk.warning}</span>
+                                </div>
+                              ) : null}
+                            </>
+                          )}
+                        </div>
+                      </div>
+                      <div className="future-v2-subpanel">
+                        <h5 className="future-v2-subpanel-title">
+                          {locale === "en-US" ? "Airport Narrative" : "机场报文解读"}
+                        </h5>
+                        <div className="ai-box" style={{ marginTop: "10px" }}>
+                          {!ai.summary && ai.bullets.length === 0 ? (
+                            <span className="ai-placeholder">
+                              {t("future.noAi")}
+                            </span>
+                          ) : (
+                            <>
+                              {ai.summary ? (
+                                <div className="ai-summary">{ai.summary}</div>
+                              ) : null}
+                              {ai.bullets.length > 0 ? (
+                                <ul className="ai-list">
+                                  {ai.bullets.map((item) => (
+                                    <li key={item}>{item}</li>
+                                  ))}
+                                </ul>
+                              ) : null}
+                            </>
+                          )}
+                        </div>
+                      </div>
+                    </div>
+                  </section>
                 </aside>
 
                 <main className="future-v2-right">
@@ -915,6 +985,9 @@ export function FutureForecastModal() {
                         </div>
                       ) : null}
                     </div>
+                    <div className="future-subsection-title">
+                      {locale === "en-US" ? "Surface Structure" : "近地面信号"}
+                    </div>
                     <div className="future-trend-grid">
                       {view.front.metrics.slice(0, 6).map((metric) => (
                         <div key={metric.label} className="future-trend-card">
@@ -935,14 +1008,7 @@ export function FutureForecastModal() {
                     {view.front.upperAirSummary ||
                     (view.front.upperAirMetrics?.length || 0) > 0 ? (
                       <>
-                        <div
+                        <div className="future-subsection-title">
-                          style={{
-                            color: "var(--text-primary)",
-                            fontSize: "0.95rem",
-                            fontWeight: 700,
-                            marginTop: "18px",
-                          }}
-                        >
                           {locale === "en-US" ? "Upper-Air Structure" : "高空结构信号"}
                         </div>
                         {view.front.upperAirSummary ? (
@@ -970,74 +1036,6 @@ export function FutureForecastModal() {
                       </>
                     ) : null}
                   </section>
-
-                  <section className="future-modal-section">
-                    <h3>
-                      {locale === "en-US"
-                        ? "City Risk Profile & Airport Narrative"
-                        : "城市风险档案与机场报文解读"}
-                    </h3>
-                    <div className="future-modal-grid">
-                      <div>
-                        <h4 className="future-v2-card-title">
-                          {locale === "en-US" ? "City Risk Profile" : "城市风险档案"}
-                        </h4>
-                        <div className="risk-info" style={{ marginTop: "10px" }}>
-                          {!risk.airport ? (
-                            <span style={{ color: "var(--text-muted)" }}>
-                              {t("section.noRiskProfile")}
-                            </span>
-                          ) : (
-                            <>
-                              <div className="risk-row">
-                                <span className="risk-label">
-                                  {settlementProfileLabel}
-                                </span>
-                                <span>{settlementProfileValue}</span>
-                              </div>
-                              <div className="risk-row">
-                                <span className="risk-label">
-                                  {t("section.distance")}
-                                </span>
-                                <span>{risk.distance_km ?? "--"}km</span>
-                              </div>
-                              {risk.warning ? (
-                                <div className="risk-row">
-                                  <span className="risk-label">
-                                    {t("section.note")}
-                                  </span>
-                                  <span>{risk.warning}</span>
-                                </div>
-                              ) : null}
-                            </>
-                          )}
-                        </div>
-                      </div>
-                      <div>
-                        <h4 className="future-v2-card-title">{t("future.ai")}</h4>
-                        <div className="ai-box" style={{ marginTop: "10px" }}>
-                          {!ai.summary && ai.bullets.length === 0 ? (
-                            <span className="ai-placeholder">
-                              {t("future.noAi")}
-                            </span>
-                          ) : (
-                            <>
-                              {ai.summary ? (
-                                <div className="ai-summary">{ai.summary}</div>
-                              ) : null}
-                              {ai.bullets.length > 0 ? (
-                                <ul className="ai-list">
-                                  {ai.bullets.map((item) => (
-                                    <li key={item}>{item}</li>
-                                  ))}
-                                </ul>
-                              ) : null}
-                            </>
-                          )}
-                        </div>
-                      </div>
-                    </div>
-                  </section>
                 </main>
               </div>
             ) : (

frontend/lib/dashboard-types.ts

@@ -317,6 +317,8 @@ export interface CityDetail {
     trigger_risk?: string | null;
     mixing_strength?: string | null;
     shear_risk?: string | null;
+    heating_setup?: string | null;
+    heating_score?: number | null;
     summary_zh?: string | null;
     summary_en?: string | null;
   };

frontend/lib/dashboard-utils.ts

@@ -580,17 +580,77 @@ export function computeFrontTrendSignal(
   locale: Locale = "zh-CN",
 ) {
   const upperAirSignal = detail.vertical_profile_signal || {};
+  const upperAirSummary = upperAirSignal.source
+    ? (() => {
+        const hasMetrics =
+          upperAirSignal.cape_max != null ||
+          upperAirSignal.cin_min != null ||
+          upperAirSignal.boundary_layer_height_max != null ||
+          upperAirSignal.shear_10m_180m_max != null;
+        if (!hasMetrics) {
+          return isEnglish(locale)
+            ? "Upper-air inputs are incomplete. For now, trade direction should rely more on surface structure."
+            : "高空输入还不完整，当前交易方向先更多参考近地面结构信号。";
+        }
+        if (upperAirSignal.heating_setup === "supportive") {
+          return isEnglish(locale)
+            ? "Upper-air structure still favors further warming. Leaning too early against higher buckets is risky."
+            : "高空结构仍偏向继续增温，过早去押更低温区间风险较高。";
+        }
+        if (upperAirSignal.heating_setup === "suppressed") {
+          return isEnglish(locale)
+            ? "Upper-air structure leans toward capping the afternoon high. Chasing higher buckets needs caution."
+            : "高空结构更偏向压住午后峰值，追更高温区间要更谨慎。";
+        }
+        return isEnglish(locale)
+          ? "Upper-air structure is fairly neutral. It does not give a clean edge by itself, so surface trends still decide the trade."
+          : "高空结构整体偏中性，单看这层不给明确边，交易仍要让近地面走势来定。";
+      })()
+    : "";
   const upperAirMetrics = upperAirSignal.source
     ? [
         {
-          label: isEnglish(locale) ? "Convective suppression" : "对流压温风险",
+          label: isEnglish(locale) ? "Peak setup" : "冲高环境",
+          note:
+            upperAirSignal.heating_setup === "supportive"
+              ? isEnglish(locale)
+                ? "Still supportive of more daytime heating. Fading stronger buckets too early is risky."
+                : "仍偏向白天继续冲高，过早去反着做更高温区间比较危险。"
+              : upperAirSignal.heating_setup === "suppressed"
+                ? isEnglish(locale)
+                  ? "Leans toward capping the afternoon peak. Be careful chasing stronger buckets."
+                  : "更偏向压住午后峰值，追更高温区间要谨慎。"
+                : isEnglish(locale)
+                  ? "Neutral on its own. Surface structure still decides the side."
+                  : "单看这层偏中性，最终还是要看近地面信号站哪边。",
+          tone:
+            upperAirSignal.heating_setup === "supportive"
+              ? "warm"
+              : upperAirSignal.heating_setup === "suppressed"
+                ? "cold"
+                : "",
+          value:
+            upperAirSignal.heating_setup === "supportive"
+              ? isEnglish(locale)
+                ? "Supportive"
+                : "偏支持"
+              : upperAirSignal.heating_setup === "suppressed"
+                ? isEnglish(locale)
+                  ? "Suppressed"
+                  : "偏压制"
+                : isEnglish(locale)
+                  ? "Neutral"
+                  : "中性",
+        },
+        {
+          label: isEnglish(locale) ? "Peak suppression risk" : "压温风险",
           note:
             upperAirSignal.cape_max != null || upperAirSignal.cin_min != null
               ? isEnglish(locale)
-                ? `CAPE max ${Math.round(Number(upperAirSignal.cape_max ?? 0))}, CIN min ${Number(upperAirSignal.cin_min ?? 0).toFixed(0)}.`
+                ? `How likely clouds or showers are to cap the high. CAPE ${Math.round(Number(upperAirSignal.cape_max ?? 0))}, CIN ${Number(upperAirSignal.cin_min ?? 0).toFixed(0)}.`
-                : `CAPE 峰值 ${Math.round(Number(upperAirSignal.cape_max ?? 0))}，CIN 最低 ${Number(upperAirSignal.cin_min ?? 0).toFixed(0)}。`
+                : `看云和阵雨有多大概率把峰值压住。CAPE ${Math.round(Number(upperAirSignal.cape_max ?? 0))}，CIN ${Number(upperAirSignal.cin_min ?? 0).toFixed(0)}。`
               : isEnglish(locale)
-                ? "Derived from the next 48h upper-air profile."
+                ? "Estimated from the next 48h upper-air profile."
                 : "根据未来 48 小时高空剖面估算。",
           tone:
             upperAirSignal.suppression_risk === "high"
@@ -612,12 +672,12 @@ export function computeFrontTrendSignal(
                   : "低",
         },
         {
-          label: isEnglish(locale) ? "Trigger setup" : "午后触发性",
+          label: isEnglish(locale) ? "Afternoon disruption" : "午后扰动",
           note:
             upperAirSignal.lifted_index_min != null
               ? isEnglish(locale)
-                ? `Lifted index min ${Number(upperAirSignal.lifted_index_min).toFixed(1)}.`
+                ? `How easily the afternoon can turn noisy. Lifted Index ${Number(upperAirSignal.lifted_index_min).toFixed(1)}.`
-                : `Lifted Index 最低 ${Number(upperAirSignal.lifted_index_min).toFixed(1)}。`
+                : `看午后是否容易突然起云、起对流，把走势搅乱。Lifted Index ${Number(upperAirSignal.lifted_index_min).toFixed(1)}。`
               : isEnglish(locale)
                 ? "Uses instability and lifted-index structure."
                 : "结合不稳定能量与抬升指数判断。",
@@ -641,15 +701,15 @@ export function computeFrontTrendSignal(
                   : "低",
         },
         {
-          label: isEnglish(locale) ? "Deep mixing" : "深层混合",
+          label: isEnglish(locale) ? "Heating efficiency" : "冲高效率",
           note:
             upperAirSignal.boundary_layer_height_max != null
               ? isEnglish(locale)
-                ? `Boundary-layer height peaks near ${Math.round(Number(upperAirSignal.boundary_layer_height_max))} m.`
+                ? `How efficiently surface warmth can keep translating upward. Mixing depth peaks near ${Math.round(Number(upperAirSignal.boundary_layer_height_max))} m.`
-                : `边界层高度峰值约 ${Math.round(Number(upperAirSignal.boundary_layer_height_max))} 米。`
+                : `看地面热量能不能持续往上送，决定冲高效率。混合层高度峰值约 ${Math.round(Number(upperAirSignal.boundary_layer_height_max))} 米。`
               : isEnglish(locale)
-                ? "Tracks daytime boundary-layer depth."
+                ? "Tracks daytime mixing depth."
-                : "跟踪白天边界层混合深度。",
+                : "跟踪白天混合层深度。",
           tone:
             upperAirSignal.mixing_strength === "strong"
               ? "warm"
@@ -666,32 +726,8 @@ export function computeFrontTrendSignal(
                   ? "Medium"
                   : "中"
                 : isEnglish(locale)
-                  ? "Weak"
+                ? "Weak"
-                  : "弱",
+                : "弱",
-        },
-        {
-          label: isEnglish(locale) ? "Shear proxy" : "高空风切变",
-          note:
-            upperAirSignal.shear_10m_180m_max != null
-              ? isEnglish(locale)
-                ? `10m-180m shear proxy peaks near ${Number(upperAirSignal.shear_10m_180m_max).toFixed(1)}.`
-                : `10m-180m 风切变代理峰值约 ${Number(upperAirSignal.shear_10m_180m_max).toFixed(1)}。`
-              : isEnglish(locale)
-                ? "Uses 10m vs 180m wind-vector spread as a simple proxy."
-                : "使用 10m 与 180m 风矢量差做简化代理。",
-          tone: upperAirSignal.shear_risk === "high" ? "cold" : "",
-          value:
-            upperAirSignal.shear_risk === "high"
-              ? isEnglish(locale)
-                ? "High"
-                : "高"
-              : upperAirSignal.shear_risk === "medium"
-                ? isEnglish(locale)
-                  ? "Medium"
-                  : "中"
-                : isEnglish(locale)
-                  ? "Low"
-                  : "低",
         },
       ]
     : [];
@@ -719,9 +755,7 @@ export function computeFrontTrendSignal(
         value: string;
       }>,
       upperAirMetrics,
-      upperAirSummary: isEnglish(locale)
+      upperAirSummary,
-        ? String(upperAirSignal.summary_en || "").trim()
-        : String(upperAirSignal.summary_zh || "").trim(),
       precipMax: 0,
       score: 0,
       summary:
@@ -1204,9 +1238,7 @@ export function computeFrontTrendSignal(
     label,
     metrics,
     upperAirMetrics,
-    upperAirSummary: isEnglish(locale)
+    upperAirSummary,
-      ? String(upperAirSignal.summary_en || "").trim()
-      : String(upperAirSignal.summary_zh || "").trim(),
     precipMax,
     score,
     summary: backendSummary || summary,

web/analysis_service.py

@@ -77,6 +77,16 @@ def _build_vertical_profile_signal(
         valid = [_sf(value) for value in values if _sf(value) is not None]
         return min(valid) if valid else None
 
+    def _level_label(level: str, locale: str) -> str:
+        mapping = {
+            "high": {"zh": "高", "en": "high"},
+            "medium": {"zh": "中", "en": "medium"},
+            "low": {"zh": "低", "en": "low"},
+            "strong": {"zh": "强", "en": "strong"},
+            "weak": {"zh": "弱", "en": "weak"},
+        }
+        return mapping.get(level, {}).get(locale, level)
+
     cape_max = _max_numeric(_series("cape"))
     cin_min = _min_numeric(_series("convective_inhibition"))
     lifted_index_min = _min_numeric(_series("lifted_index"))
@@ -102,43 +112,78 @@ def _build_vertical_profile_signal(
     shear_10m_180m_max = max(shear_values) if shear_values else None
 
     suppression_risk = "low"
-    if (cape_max is not None and cape_max >= 900) or (
+    if (cape_max is not None and cape_max >= 700) or (
-        cin_min is not None and cin_min <= -60
+        cin_min is not None and cin_min <= -50
     ):
         suppression_risk = "high"
-    elif (cape_max is not None and cape_max >= 300) or (
+    elif (cape_max is not None and cape_max >= 150) or (
-        cin_min is not None and cin_min <= -20
+        cin_min is not None and cin_min <= -15
     ):
         suppression_risk = "medium"
 
     trigger_risk = "low"
     if (
         cape_max is not None
-        and cape_max >= 800
+        and cape_max >= 550
         and lifted_index_min is not None
-        and lifted_index_min <= -2
+        and lifted_index_min <= -1.5
     ):
         trigger_risk = "high"
     elif (
         cape_max is not None
-        and cape_max >= 250
+        and cape_max >= 120
         and lifted_index_min is not None
-        and lifted_index_min <= 0
+        and lifted_index_min <= 0.5
     ):
         trigger_risk = "medium"
 
     mixing_strength = "weak"
-    if boundary_layer_height_max is not None and boundary_layer_height_max >= 1800:
+    if boundary_layer_height_max is not None and boundary_layer_height_max >= 1400:
         mixing_strength = "strong"
-    elif boundary_layer_height_max is not None and boundary_layer_height_max >= 1000:
+    elif boundary_layer_height_max is not None and boundary_layer_height_max >= 700:
         mixing_strength = "medium"
 
     shear_risk = "low"
-    if shear_10m_180m_max is not None and shear_10m_180m_max >= 12:
+    if shear_10m_180m_max is not None and shear_10m_180m_max >= 8:
         shear_risk = "high"
-    elif shear_10m_180m_max is not None and shear_10m_180m_max >= 6:
+    elif shear_10m_180m_max is not None and shear_10m_180m_max >= 4:
         shear_risk = "medium"
 
+    heating_setup = "neutral"
+    heating_score = 0
+    if suppression_risk == "high":
+        heating_score -= 2
+    elif suppression_risk == "medium":
+        heating_score -= 1
+    if trigger_risk == "high":
+        heating_score -= 2
+    elif trigger_risk == "medium":
+        heating_score -= 1
+    if mixing_strength == "strong":
+        heating_score += 2
+    elif mixing_strength == "medium":
+        heating_score += 1
+    else:
+        heating_score -= 1
+    if shear_risk == "high":
+        heating_score -= 1
+
+    if heating_score >= 2:
+        heating_setup = "supportive"
+    elif heating_score <= -2:
+        heating_setup = "suppressed"
+
+    has_profile_data = any(
+        value is not None
+        for value in (
+            cape_max,
+            cin_min,
+            lifted_index_min,
+            boundary_layer_height_max,
+            shear_10m_180m_max,
+        )
+    )
+
     zh_parts = []
     en_parts = []
     if suppression_risk == "high":
@@ -147,26 +192,83 @@ def _build_vertical_profile_signal(
     elif suppression_risk == "medium":
         zh_parts.append("存在一定云雨压温风险。")
         en_parts.append("There is some cloud and shower suppression risk.")
+    elif has_profile_data:
+        zh_parts.append("高空对流压温风险暂时不高。")
+        en_parts.append("Upper-air suppression risk remains limited for now.")
     if mixing_strength == "strong":
         zh_parts.append("边界层混合较深，若无云雨打断仍有冲高空间。")
         en_parts.append("Deep boundary-layer mixing still supports additional warming if convection stays limited.")
     elif mixing_strength == "medium":
         zh_parts.append("白天混合条件中等。")
         en_parts.append("Daytime mixing potential is moderate.")
+    elif has_profile_data:
+        zh_parts.append("边界层混合偏浅。")
+        en_parts.append("Boundary-layer mixing remains shallow.")
     if shear_risk == "high":
         zh_parts.append("高空风切变较强，午后结构波动可能加大。")
         en_parts.append("Upper-level shear is relatively strong and may increase afternoon volatility.")
+    elif shear_risk == "medium":
+        zh_parts.append("高空风切变有一定存在感。")
+        en_parts.append("Upper-level shear is noticeable.")
+    elif has_profile_data:
+        zh_parts.append("高空风切变扰动有限。")
+        en_parts.append("Upper-level shear disruption remains limited.")
     if trigger_risk == "high":
         zh_parts.append("抬升触发条件较好，需警惕午后云团发展。")
         en_parts.append("Trigger conditions are favorable enough to watch for afternoon convective development.")
     elif trigger_risk == "medium":
         zh_parts.append("午后具备一定触发条件。")
         en_parts.append("There is some afternoon trigger potential.")
-    if not zh_parts:
+    elif has_profile_data:
+        zh_parts.append("午后触发条件偏弱。")
+        en_parts.append("Afternoon trigger potential remains weak.")
+    if not has_profile_data:
+        zh_parts.append("高空剖面字段暂缺，当前仅保留基础默认信号。")
+        en_parts.append("Upper-air profile fields are currently unavailable, so only a fallback signal is shown.")
+    elif not zh_parts:
         zh_parts.append("高空结构整体平稳，暂未看到明显压温信号。")
     if not en_parts:
         en_parts.append("The upper-air structure looks fairly stable, without a strong suppression signal yet.")
 
+    if has_profile_data:
+        summary_tokens_zh = []
+        summary_tokens_en = []
+        window_start = str(times[candidate_indexes[0]]).split("T")[1][:5]
+        window_end = str(times[candidate_indexes[-1]]).split("T")[1][:5]
+        zh_parts.append(f"判断窗口：{window_start}-{window_end}。")
+        en_parts.append(f"Signal window: {window_start}-{window_end}.")
+        if cape_max is not None:
+            summary_tokens_zh.append(f"CAPE≈{round(cape_max)}")
+            summary_tokens_en.append(f"CAPE≈{round(cape_max)}")
+        if cin_min is not None:
+            summary_tokens_zh.append(f"CIN≈{round(cin_min)}")
+            summary_tokens_en.append(f"CIN≈{round(cin_min)}")
+        if boundary_layer_height_max is not None:
+            summary_tokens_zh.append(f"混合层≈{round(boundary_layer_height_max)}m")
+            summary_tokens_en.append(f"mixing≈{round(boundary_layer_height_max)}m")
+        if shear_10m_180m_max is not None:
+            summary_tokens_zh.append(f"切变≈{shear_10m_180m_max:.1f}")
+            summary_tokens_en.append(f"shear≈{shear_10m_180m_max:.1f}")
+        zh_parts.append(
+            f"压温{_level_label(suppression_risk, 'zh')}、触发{_level_label(trigger_risk, 'zh')}、混合{_level_label(mixing_strength, 'zh')}、切变{_level_label(shear_risk, 'zh')}。"
+        )
+        en_parts.append(
+            f"Suppression { _level_label(suppression_risk, 'en') }, trigger { _level_label(trigger_risk, 'en') }, mixing { _level_label(mixing_strength, 'en') }, shear { _level_label(shear_risk, 'en') }."
+        )
+        if heating_setup == "supportive":
+            zh_parts.append("整体更偏向支持白天冲高。")
+            en_parts.append("Overall, the profile is more supportive of daytime heating.")
+        elif heating_setup == "suppressed":
+            zh_parts.append("整体更偏向抑制午后冲高。")
+            en_parts.append("Overall, the profile leans more toward suppressing the afternoon peak.")
+        else:
+            zh_parts.append("整体更像中性环境，仍需结合地面信号。")
+            en_parts.append("Overall, the profile looks fairly neutral and still needs surface confirmation.")
+        if summary_tokens_zh:
+            zh_parts.append(" / ".join(summary_tokens_zh) + "。")
+        if summary_tokens_en:
+            en_parts.append(" / ".join(summary_tokens_en) + ".")
+
     return {
         "source": "open-meteo-gfs",
         "window_start": times[candidate_indexes[0]] if candidate_indexes else None,
@@ -180,6 +282,8 @@ def _build_vertical_profile_signal(
         "trigger_risk": trigger_risk,
         "mixing_strength": mixing_strength,
         "shear_risk": shear_risk,
+        "heating_setup": heating_setup,
+        "heating_score": heating_score,
         "summary_zh": "".join(zh_parts),
         "summary_en": " ".join(en_parts),
     }