diff --git a/mateclaw-server/src/main/java/vip/mate/memory/controller/DreamController.java b/mateclaw-server/src/main/java/vip/mate/memory/controller/DreamController.java
index 004b26a1..aa4aa4f7 100644
--- a/mateclaw-server/src/main/java/vip/mate/memory/controller/DreamController.java
+++ b/mateclaw-server/src/main/java/vip/mate/memory/controller/DreamController.java
@@ -8,6 +8,8 @@ import lombok.RequiredArgsConstructor;
 import org.springframework.security.core.Authentication;
 import org.springframework.web.bind.annotation.*;
 import vip.mate.common.result.R;
+import org.springframework.http.MediaType;
+import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
 import vip.mate.memory.model.DreamReportEntity;
 import vip.mate.memory.repository.DreamReportMapper;
 import vip.mate.memory.service.MorningCardService;
@@ -32,6 +34,7 @@ public class DreamController {
     private final DreamReportMapper dreamReportMapper;
     private final MorningCardService morningCardService;
     private final MemoryHilService hilService;
+    private final DreamEventBroadcaster eventBroadcaster;
 
     @Operation(summary = "List dream reports (paginated, newest first)")
     @GetMapping("/reports")
@@ -72,6 +75,15 @@ public class DreamController {
         return R.ok(entity);
     }
 
+    // ==================== SSE Events ====================
+
+    @Operation(summary = "Subscribe to dream events (SSE)")
+    @GetMapping(value = "/events", produces = MediaType.TEXT_EVENT_STREAM_VALUE)
+    @RequireWorkspaceRole("viewer")
+    public SseEmitter subscribeDreamEvents(@PathVariable Long agentId) {
+        return eventBroadcaster.register(agentId);
+    }
+
     // ==================== Morning Card ====================
 
     @Operation(summary = "Get morning card for current user + agent")
diff --git a/mateclaw-server/src/main/java/vip/mate/memory/controller/DreamEventBroadcaster.java b/mateclaw-server/src/main/java/vip/mate/memory/controller/DreamEventBroadcaster.java
new file mode 100644
index 00000000..44d5bf37
--- /dev/null
+++ b/mateclaw-server/src/main/java/vip/mate/memory/controller/DreamEventBroadcaster.java
@@ -0,0 +1,92 @@
+package vip.mate.memory.controller;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.context.event.EventListener;
+import org.springframework.scheduling.annotation.Async;
+import org.springframework.stereotype.Component;
+import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
+import vip.mate.memory.event.DreamCompletedEvent;
+import vip.mate.memory.event.DreamFailedEvent;
+import vip.mate.memory.service.DreamReport;
+
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.CopyOnWriteArrayList;
+
+/**
+ * Broadcasts dream events to connected SSE clients.
+ * Clients subscribe per agentId via GET /dream/events.
+ *
+ * @author MateClaw Team
+ */
+@Slf4j
+@Component
+@RequiredArgsConstructor
+public class DreamEventBroadcaster {
+
+    private final ObjectMapper objectMapper;
+    private final List<EmitterEntry> emitters = new CopyOnWriteArrayList<>();
+
+    record EmitterEntry(Long agentId, SseEmitter emitter) {}
+
+    /**
+     * Register a new SSE emitter for an agent.
+     */
+    public SseEmitter register(Long agentId) {
+        SseEmitter emitter = new SseEmitter(300_000L); // 5 min timeout
+        EmitterEntry entry = new EmitterEntry(agentId, emitter);
+        emitters.add(entry);
+        emitter.onCompletion(() -> emitters.remove(entry));
+        emitter.onTimeout(() -> emitters.remove(entry));
+        emitter.onError(e -> emitters.remove(entry));
+        log.debug("[DreamSSE] Client connected for agent={}, total={}", agentId, emitters.size());
+        return emitter;
+    }
+
+    @Async
+    @EventListener
+    public void onDreamCompleted(DreamCompletedEvent event) {
+        broadcast(event.report(), "dream.completed");
+    }
+
+    @Async
+    @EventListener
+    public void onDreamFailed(DreamFailedEvent event) {
+        broadcast(event.report(), "dream.failed");
+    }
+
+    private void broadcast(DreamReport report, String eventType) {
+        Long agentId = report.agentId();
+        String json;
+        try {
+            json = objectMapper.writeValueAsString(Map.of(
+                    "type", eventType,
+                    "agentId", agentId,
+                    "mode", report.mode().name(),
+                    "topic", report.topic() != null ? report.topic() : "",
+                    "status", report.status().name(),
+                    "promotedCount", report.promotedCount(),
+                    "rejectedCount", report.rejectedCount()
+            ));
+        } catch (Exception e) {
+            log.warn("[DreamSSE] Failed to serialize event: {}", e.getMessage());
+            return;
+        }
+
+        List<EmitterEntry> dead = new java.util.ArrayList<>();
+        for (EmitterEntry entry : emitters) {
+            if (!entry.agentId().equals(agentId)) continue;
+            try {
+                entry.emitter().send(SseEmitter.event()
+                        .name(eventType)
+                        .data(json));
+            } catch (Exception e) {
+                dead.add(entry);
+            }
+        }
+        emitters.removeAll(dead);
+        log.debug("[DreamSSE] Broadcast {} to {} clients for agent={}", eventType, emitters.size(), agentId);
+    }
+}
diff --git a/mateclaw-server/src/main/java/vip/mate/memory/event/DreamCompletedEvent.java b/mateclaw-server/src/main/java/vip/mate/memory/event/DreamCompletedEvent.java
new file mode 100644
index 00000000..f9ab878f
--- /dev/null
+++ b/mateclaw-server/src/main/java/vip/mate/memory/event/DreamCompletedEvent.java
@@ -0,0 +1,11 @@
+package vip.mate.memory.event;
+
+import vip.mate.memory.service.DreamReport;
+
+/**
+ * Published when a dream consolidation completes successfully.
+ *
+ * @param report the structured dream report
+ * @author MateClaw Team
+ */
+public record DreamCompletedEvent(DreamReport report) {}
diff --git a/mateclaw-server/src/main/java/vip/mate/memory/event/DreamFailedEvent.java b/mateclaw-server/src/main/java/vip/mate/memory/event/DreamFailedEvent.java
new file mode 100644
index 00000000..2c19f7f3
--- /dev/null
+++ b/mateclaw-server/src/main/java/vip/mate/memory/event/DreamFailedEvent.java
@@ -0,0 +1,11 @@
+package vip.mate.memory.event;
+
+import vip.mate.memory.service.DreamReport;
+
+/**
+ * Published when a dream consolidation fails.
+ *
+ * @param report the structured dream report (status=FAILED)
+ * @author MateClaw Team
+ */
+public record DreamFailedEvent(DreamReport report) {}
diff --git a/mateclaw-server/src/main/java/vip/mate/memory/service/MemoryEmergenceService.java b/mateclaw-server/src/main/java/vip/mate/memory/service/MemoryEmergenceService.java
index 7703b8a6..5cfbd84c 100644
--- a/mateclaw-server/src/main/java/vip/mate/memory/service/MemoryEmergenceService.java
+++ b/mateclaw-server/src/main/java/vip/mate/memory/service/MemoryEmergenceService.java
@@ -11,6 +11,8 @@ import org.springframework.ai.chat.model.ChatResponse;
 import org.springframework.ai.chat.prompt.Prompt;
 import org.springframework.context.ApplicationEventPublisher;
 import org.springframework.stereotype.Service;
+import vip.mate.memory.event.DreamCompletedEvent;
+import vip.mate.memory.event.DreamFailedEvent;
 import vip.mate.memory.event.MemoryWriteEvent;
 import vip.mate.agent.AgentGraphBuilder;
 import vip.mate.agent.prompt.PromptLoader;
@@ -384,6 +386,12 @@ public class MemoryEmergenceService {
             dreamReportMapper.insert(entity);
             log.debug("[Memory] DreamReport persisted: agent={}, mode={}, status={}",
                     report.agentId(), report.mode(), report.status());
+            // Publish event for SSE broadcast
+            if (report.status() == DreamStatus.SUCCESS) {
+                eventPublisher.publishEvent(new DreamCompletedEvent(report));
+            } else if (report.status() == DreamStatus.FAILED) {
+                eventPublisher.publishEvent(new DreamFailedEvent(report));
+            }
         } catch (Exception e) {
             log.warn("[Memory] Failed to persist DreamReport for agent={}: {}", report.agentId(), e.getMessage());
         }
diff --git a/mateclaw-ui/src/i18n/locales/en-US.ts b/mateclaw-ui/src/i18n/locales/en-US.ts
index bfef5adf..9962420b 100644
--- a/mateclaw-ui/src/i18n/locales/en-US.ts
+++ b/mateclaw-ui/src/i18n/locales/en-US.ts
@@ -1818,5 +1818,17 @@ export default {
       confirmed: 'Confirmed',
       saved: 'Saved to MEMORY.md',
     },
+    focused: {
+      btn: 'Think Now',
+      title: 'Focused Dream',
+      desc: 'Let the Agent re-organize memories around a specific topic. It will prioritize consolidating information related to your theme.',
+      placeholder: 'Enter a topic, e.g. "architecture decisions", "user preferences"...',
+      trigger: 'Start',
+      success: 'Dream completed, timeline updated',
+      skipped: 'Nothing to consolidate',
+    },
+    diff: {
+      title: 'Change Summary',
+    },
   },
 } as const
diff --git a/mateclaw-ui/src/i18n/locales/zh-CN.ts b/mateclaw-ui/src/i18n/locales/zh-CN.ts
index b543821a..bdfcb8ea 100644
--- a/mateclaw-ui/src/i18n/locales/zh-CN.ts
+++ b/mateclaw-ui/src/i18n/locales/zh-CN.ts
@@ -1828,5 +1828,17 @@ export default {
       confirmed: '已确认',
       saved: '已保存到 MEMORY.md',
     },
+    focused: {
+      btn: '现在想一想',
+      title: 'Focused Dream',
+      desc: '围绕一个主题让 Agent 重新整理记忆。Agent 会优先提炼该主题相关的信息。',
+      placeholder: '输入主题，如"项目架构决策"、"用户偏好"...',
+      trigger: '开始整理',
+      success: 'Dream 完成，时间线已更新',
+      skipped: '没有需要整合的内容',
+    },
+    diff: {
+      title: '变更摘要',
+    },
   },
 } as const
diff --git a/mateclaw-ui/src/stores/useMemoryStore.ts b/mateclaw-ui/src/stores/useMemoryStore.ts
index 79588eac..203a4b31 100644
--- a/mateclaw-ui/src/stores/useMemoryStore.ts
+++ b/mateclaw-ui/src/stores/useMemoryStore.ts
@@ -25,6 +25,7 @@ export const useMemoryStore = defineStore('memory', () => {
   const total = ref(0)
   const loading = ref(false)
   const currentReport = ref<DreamReportItem | null>(null)
+  let eventSource: EventSource | null = null
 
   async function fetchReports(agentId: number, page = 1, size = 20) {
     loading.value = true
@@ -49,5 +50,42 @@ export const useMemoryStore = defineStore('memory', () => {
     }
   }
 
-  return { reports, total, loading, currentReport, fetchReports, fetchReport }
+  /**
+   * Subscribe to dream SSE events for an agent.
+   * Automatically refreshes the report list on new dream events.
+   */
+  function subscribeEvents(agentId: number) {
+    unsubscribeEvents()
+    const token = localStorage.getItem('token')
+    const url = `/api/v1/memory/${agentId}/dream/events`
+    eventSource = new EventSource(url)
+
+    eventSource.addEventListener('dream.completed', (e) => {
+      // Refresh the report list to show the new dream
+      fetchReports(agentId, 1, 20)
+    })
+
+    eventSource.addEventListener('dream.failed', (e) => {
+      fetchReports(agentId, 1, 20)
+    })
+
+    eventSource.onerror = () => {
+      // Reconnect after 5s on error
+      unsubscribeEvents()
+      setTimeout(() => subscribeEvents(agentId), 5000)
+    }
+  }
+
+  function unsubscribeEvents() {
+    if (eventSource) {
+      eventSource.close()
+      eventSource = null
+    }
+  }
+
+  return {
+    reports, total, loading, currentReport,
+    fetchReports, fetchReport,
+    subscribeEvents, unsubscribeEvents,
+  }
 })
diff --git a/mateclaw-ui/src/views/Memory/components/DreamDiffViewer.vue b/mateclaw-ui/src/views/Memory/components/DreamDiffViewer.vue
new file mode 100644
index 00000000..d97d65e5
--- /dev/null
+++ b/mateclaw-ui/src/views/Memory/components/DreamDiffViewer.vue
@@ -0,0 +1,44 @@
+<template>
+  <div class="diff-viewer" v-if="diff">
+    <div class="diff-header">
+      <span class="diff-icon">📝</span>
+      <span class="diff-label">{{ t('memory.diff.title') }}</span>
+    </div>
+    <pre class="diff-content">{{ diff }}</pre>
+  </div>
+</template>
+
+<script setup lang="ts">
+import { useI18n } from 'vue-i18n'
+const { t } = useI18n()
+defineProps<{ diff: string | null }>()
+</script>
+
+<style scoped>
+.diff-viewer {
+  margin-top: 12px;
+  padding: 12px 16px;
+  background: var(--el-fill-color-lighter);
+  border-radius: 8px;
+  border: 1px solid var(--el-border-color-extra-light);
+}
+.diff-header {
+  display: flex;
+  align-items: center;
+  gap: 6px;
+  margin-bottom: 8px;
+  font-size: 12px;
+  font-weight: 600;
+  color: var(--el-text-color-secondary);
+}
+.diff-icon { font-size: 14px; }
+.diff-content {
+  margin: 0;
+  font-size: 12px;
+  font-family: 'SF Mono', 'Menlo', monospace;
+  color: var(--el-text-color-regular);
+  white-space: pre-wrap;
+  word-break: break-all;
+  line-height: 1.5;
+}
+</style>
diff --git a/mateclaw-ui/src/views/Memory/components/FocusedDreamDialog.vue b/mateclaw-ui/src/views/Memory/components/FocusedDreamDialog.vue
new file mode 100644
index 00000000..1c7ba152
--- /dev/null
+++ b/mateclaw-ui/src/views/Memory/components/FocusedDreamDialog.vue
@@ -0,0 +1,75 @@
+<template>
+  <el-dialog
+    v-model="visible"
+    :title="t('memory.focused.title')"
+    width="420px"
+    :close-on-click-modal="false"
+  >
+    <div class="focused-form">
+      <p class="focused-desc">{{ t('memory.focused.desc') }}</p>
+      <el-input
+        v-model="topic"
+        :placeholder="t('memory.focused.placeholder')"
+        :rows="3"
+        type="textarea"
+        maxlength="200"
+        show-word-limit
+      />
+    </div>
+    <template #footer>
+      <el-button @click="visible = false">{{ t('memory.hil.cancel') }}</el-button>
+      <el-button type="primary" :loading="running" :disabled="!topic.trim()" @click="trigger">
+        {{ t('memory.focused.trigger') }}
+      </el-button>
+    </template>
+  </el-dialog>
+</template>
+
+<script setup lang="ts">
+import { ref } from 'vue'
+import { useI18n } from 'vue-i18n'
+import { ElMessage } from 'element-plus'
+import { http } from '@/api'
+
+const props = defineProps<{ agentId: number }>()
+const emit = defineEmits<{ triggered: []; 'update:modelValue': [val: boolean] }>()
+const { t } = useI18n()
+
+const visible = defineModel<boolean>({ default: false })
+const topic = ref('')
+const running = ref(false)
+
+async function trigger() {
+  if (!topic.value.trim()) return
+  running.value = true
+  try {
+    const res = await http.post(`/memory/${props.agentId}/dreaming/focused`, {
+      topic: topic.value.trim(),
+    })
+    if (res.data?.status === 'SUCCESS') {
+      ElMessage.success(t('memory.focused.success'))
+    } else {
+      ElMessage.info(t('memory.focused.skipped'))
+    }
+    emit('triggered')
+    visible.value = false
+    topic.value = ''
+  } catch (e: any) {
+    ElMessage.error(e.message || 'Focused dream failed')
+  } finally {
+    running.value = false
+  }
+}
+</script>
+
+<style scoped>
+.focused-form {
+  padding: 4px 0;
+}
+.focused-desc {
+  margin: 0 0 12px;
+  font-size: 13px;
+  color: var(--el-text-color-secondary);
+  line-height: 1.5;
+}
+</style>
diff --git a/mateclaw-ui/src/views/Memory/index.vue b/mateclaw-ui/src/views/Memory/index.vue
index 46f26e6b..6239984d 100644
--- a/mateclaw-ui/src/views/Memory/index.vue
+++ b/mateclaw-ui/src/views/Memory/index.vue
@@ -21,6 +21,13 @@
         <!-- Morning Card -->
         <MorningCard v-if="selectedAgentId" :agent-id="selectedAgentId" />
 
+        <!-- Action bar -->
+        <div v-if="selectedAgentId" class="memory-actions">
+          <el-button size="small" type="primary" plain @click="showFocusedDialog = true">
+            {{ t('memory.focused.btn') }}
+          </el-button>
+        </div>
+
         <!-- Tab navigation: minimal, no borders -->
         <div class="memory-nav">
           <button
@@ -45,23 +52,35 @@
             <p>Coming soon</p>
           </div>
         </div>
+
+        <!-- Focused Dream Dialog -->
+        <FocusedDreamDialog
+          v-if="selectedAgentId"
+          v-model="showFocusedDialog"
+          :agent-id="selectedAgentId"
+          @triggered="onDreamTriggered"
+        />
       </div>
     </div>
   </div>
 </template>
 
 <script setup lang="ts">
-import { ref, computed, onMounted } from 'vue'
+import { ref, computed, onMounted, onUnmounted, watch } from 'vue'
 import { useI18n } from 'vue-i18n'
 import { useAgentStore } from '@/stores/useAgentStore'
+import { useMemoryStore } from '@/stores/useMemoryStore'
 import DreamTimeline from './components/DreamTimeline.vue'
 import MorningCard from './components/MorningCard.vue'
+import FocusedDreamDialog from './components/FocusedDreamDialog.vue'
 
 const { t } = useI18n()
 const agentStore = useAgentStore()
+const memoryStore = useMemoryStore()
 const agents = ref<any[]>([])
 const selectedAgentId = ref<number | null>(null)
 const activeTab = ref('timeline')
+const showFocusedDialog = ref(false)
 
 const tabs = computed(() => [
   { key: 'timeline', label: t('memory.tabTimeline'), disabled: false },
@@ -78,9 +97,26 @@ onMounted(async () => {
   }
 })
 
+// SSE subscription management
+watch(selectedAgentId, (id) => {
+  if (id) memoryStore.subscribeEvents(id)
+  else memoryStore.unsubscribeEvents()
+})
+
+onUnmounted(() => {
+  memoryStore.unsubscribeEvents()
+})
+
 function onAgentChange() {
   activeTab.value = 'timeline'
 }
+
+function onDreamTriggered() {
+  // Refresh timeline after focused dream
+  if (selectedAgentId.value) {
+    memoryStore.fetchReports(selectedAgentId.value, 1, 20)
+  }
+}
 </script>
 
 <style scoped>
@@ -131,6 +167,9 @@ function onAgentChange() {
 .memory-content {
   min-height: 300px;
 }
+.memory-actions {
+  margin: 16px 0 0;
+}
 .empty-state {
   display: flex;
   align-items: center;