diff --git a/frontend/src/api/client.ts b/frontend/src/api/client.ts
index 215e126..d53055e 100644
--- a/frontend/src/api/client.ts
+++ b/frontend/src/api/client.ts
@@ -353,6 +353,7 @@ export interface BriefingMessage {
   role: 'user' | 'assistant' | 'system';
   content: string;
   created_at: string;
+  metadata?: Record<string, unknown> | null;
 }
 
 const DEFAULT_BRIEFING_CONFIG: BriefingConfig = {
diff --git a/frontend/src/views/BriefingView.vue b/frontend/src/views/BriefingView.vue
index 4a5fa64..e8dee64 100644
--- a/frontend/src/views/BriefingView.vue
+++ b/frontend/src/views/BriefingView.vue
@@ -2,6 +2,7 @@
 import { ref, computed, onMounted, watch } from 'vue'
 import { useChatStore } from '@/stores/chat'
 import ChatMessage from '@/components/ChatMessage.vue'
+import WeatherCard from '@/components/WeatherCard.vue'
 import BriefingSetupWizard from '@/components/BriefingSetupWizard.vue'
 import {
   getBriefingConfig,
@@ -9,11 +10,28 @@ import {
   getBriefingToday,
   getBriefingConvMessages,
   triggerBriefingSlot,
+  postRssReaction,
+  deleteRssReaction,
   type BriefingConversation,
   type BriefingMessage,
 } from '@/api/client'
 import type { Message } from '@/types/chat'
 
+interface MessageMetadata {
+  weather?: {
+    location: string
+    fetched_at: string
+    current_temp: number
+    condition: string
+    today_high: number | null
+    today_low: number | null
+    yesterday_high: number | null
+    yesterday_low: number | null
+    forecast: { day: string; condition: string; high: number; low: number }[]
+  } | null
+  rss_item_ids?: number[]
+}
+
 const chatStore = useChatStore()
 
 // Setup wizard
@@ -114,6 +132,27 @@ function onKeydown(e: KeyboardEvent) {
   }
 }
 
+// RSS reactions: map of rss_item_id -> 'up' | 'down' | null
+const reactions = ref<Record<number, 'up' | 'down' | null>>({})
+
+async function handleReaction(itemId: number, reaction: 'up' | 'down') {
+  const current = reactions.value[itemId]
+  reactions.value[itemId] = current === reaction ? null : reaction
+  try {
+    if (current === reaction) {
+      await deleteRssReaction(itemId)
+    } else {
+      await postRssReaction(itemId, reaction)
+    }
+  } catch {
+    reactions.value[itemId] = current ?? null
+  }
+}
+
+function msgMetadata(msg: BriefingMessage): MessageMetadata | null {
+  return (msg.metadata as MessageMetadata | null | undefined) ?? null
+}
+
 // Manual trigger
 const triggering = ref(false)
 async function triggerNow() {
@@ -192,12 +231,42 @@ onMounted(async () => {
             <p class="briefing-empty-hint">Click "Refresh" to generate a briefing now, or wait for the scheduled slot.</p>
           </div>
           <div v-else class="briefing-messages">
-            <ChatMessage
-              v-for="msg in messages"
-              :key="msg.id"
-              :message="toMsg(msg)"
-              :is-streaming="false"
-            />
+            <template v-for="msg in messages" :key="msg.id">
+              <!-- Weather card above the first assistant message with weather metadata -->
+              <WeatherCard
+                v-if="msg.role === 'assistant' && msgMetadata(msg)?.weather !== undefined"
+                :weather="msgMetadata(msg)?.weather ?? null"
+              />
+              <ChatMessage
+                :message="toMsg(msg)"
+                :is-streaming="false"
+              />
+              <!-- Reaction buttons below assistant messages with rss_item_ids -->
+              <div
+                v-if="msg.role === 'assistant' && (msgMetadata(msg)?.rss_item_ids?.length ?? 0) > 0"
+                class="rss-reactions"
+              >
+                <div
+                  v-for="(itemId, index) in msgMetadata(msg)!.rss_item_ids"
+                  :key="itemId"
+                  class="rss-reaction-row"
+                >
+                  <span class="reaction-label">Story {{ index + 1 }}</span>
+                  <button
+                    class="reaction-btn"
+                    :class="{ active: reactions[itemId] === 'up' }"
+                    @click="handleReaction(itemId, 'up')"
+                    title="Interested"
+                  >👍</button>
+                  <button
+                    class="reaction-btn"
+                    :class="{ active: reactions[itemId] === 'down' }"
+                    @click="handleReaction(itemId, 'down')"
+                    title="Not interested"
+                  >👎</button>
+                </div>
+              </div>
+            </template>
             <!-- Live streaming bubble for today -->
             <ChatMessage
               v-if="isToday && chatStore.streaming && chatStore.streamingContent"
@@ -392,4 +461,47 @@ onMounted(async () => {
 }
 .btn-send:disabled { opacity: 0.4; cursor: not-allowed; }
 .btn-send:hover:not(:disabled) { opacity: 0.9; }
+
+.rss-reactions {
+  display: flex;
+  flex-direction: column;
+  gap: 0.35rem;
+  padding: 0.5rem 0.75rem;
+  margin-bottom: 0.25rem;
+}
+
+.rss-reaction-row {
+  display: flex;
+  align-items: center;
+  gap: 0.4rem;
+}
+
+.reaction-label {
+  font-size: 0.78rem;
+  color: var(--color-text-muted);
+  min-width: 4rem;
+}
+
+.reaction-btn {
+  background: none;
+  border: 1px solid var(--color-border);
+  border-radius: 6px;
+  padding: 0.15rem 0.4rem;
+  cursor: pointer;
+  font-size: 0.85rem;
+  line-height: 1.4;
+  opacity: 0.55;
+  transition: opacity 0.15s, border-color 0.15s;
+}
+
+.reaction-btn:hover {
+  opacity: 1;
+  border-color: var(--color-primary);
+}
+
+.reaction-btn.active {
+  opacity: 1;
+  border-color: var(--color-primary);
+  background: color-mix(in srgb, var(--color-primary) 12%, transparent);
+}
 </style>