diff --git a/apps/admin-web/src/components/ArticleDetailDrawer.vue b/apps/admin-web/src/components/ArticleDetailDrawer.vue
index 0fb86c6..518bb89 100644
--- a/apps/admin-web/src/components/ArticleDetailDrawer.vue
+++ b/apps/admin-web/src/components/ArticleDetailDrawer.vue
@@ -99,30 +99,31 @@ const publishRecordColumns = computed<TableColumnsType<PublishRecord>>(() => [
     title: t('media.records.platform'),
     dataIndex: 'platform_name',
     key: 'platform_name',
-    width: 140,
+    width: 128,
   },
   {
     title: t('media.records.status'),
     dataIndex: 'status',
     key: 'status',
-    width: 130,
+    width: 112,
   },
   {
     title: t('media.records.publishedAt'),
     dataIndex: 'published_at',
     key: 'published_at',
-    width: 168,
+    width: 126,
   },
   {
     title: '错误信息',
     dataIndex: 'error_message',
     key: 'error_message',
-    width: 220,
+    width: 190,
   },
   {
     title: t('media.records.link'),
     dataIndex: 'external_article_url',
     key: 'external_article_url',
+    width: 244,
   },
 ])
 
@@ -288,7 +289,7 @@ async function copyPublishLink(record: PublishRecord): Promise<void> {
 <template>
   <a-drawer
     :open="open"
-    width="840"
+    width="min(100vw, 960px)"
     :title="t('article.drawerTitle')"
     class="article-drawer"
     @close="handleClose"
@@ -401,12 +402,15 @@ async function copyPublishLink(record: PublishRecord): Promise<void> {
 
         <a-tab-pane key="published" :tab="t('media.records.tabTitle')">
           <a-table
+            class="article-drawer__published-table"
             :columns="publishRecordColumns"
             :data-source="publishRecordsQuery.data.value || []"
             :loading="publishRecordsQuery.isPending.value"
             :pagination="false"
             row-key="id"
             size="small"
+            table-layout="fixed"
+            :scroll="{ x: 800 }"
           >
             <template #emptyText>{{ t('media.records.empty') }}</template>
             <template #bodyCell="{ column, record }">
@@ -439,6 +443,7 @@ async function copyPublishLink(record: PublishRecord): Promise<void> {
                     :href="resolvePublishLink(record)"
                     target="_blank"
                     rel="noreferrer"
+                    :title="resolvePublishLink(record)"
                   >
                     {{ resolvePublishLink(record) }}
                   </a>
@@ -585,10 +590,18 @@ async function copyPublishLink(record: PublishRecord): Promise<void> {
 
 .article-drawer__record-platform {
   display: flex;
+  min-width: 0;
   flex-direction: column;
   gap: 4px;
 }
 
+.article-drawer__record-platform strong,
+.article-drawer__record-platform span {
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
 .article-drawer__record-platform span,
 .article-drawer__record-empty {
   color: var(--muted);
@@ -613,6 +626,7 @@ async function copyPublishLink(record: PublishRecord): Promise<void> {
 }
 
 .article-drawer__record-link {
+  display: block;
   flex: 1;
   min-width: 0;
   overflow: hidden;
@@ -626,6 +640,8 @@ async function copyPublishLink(record: PublishRecord): Promise<void> {
   align-items: center;
   gap: 6px;
   min-width: 0;
+  width: 100%;
+  max-width: 100%;
 }
 
 .article-drawer__record-copy.ant-btn {
@@ -638,6 +654,27 @@ async function copyPublishLink(record: PublishRecord): Promise<void> {
   background: #e6f4ff;
 }
 
+.article-drawer__published-table {
+  width: 100%;
+}
+
+.article-drawer__published-table :deep(.ant-table) {
+  width: 100%;
+}
+
+.article-drawer__published-table :deep(.ant-table table) {
+  table-layout: fixed;
+}
+
+.article-drawer__published-table :deep(.ant-table-thead > tr > th) {
+  overflow: hidden;
+  white-space: nowrap;
+}
+
+.article-drawer__published-table :deep(.ant-table-cell) {
+  min-width: 0;
+}
+
 @media (max-width: 960px) {
   .article-drawer__hero {
     flex-direction: column;
diff --git a/apps/desktop-client/package.json b/apps/desktop-client/package.json
index c50ce69..b572a99 100644
--- a/apps/desktop-client/package.json
+++ b/apps/desktop-client/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@geo/desktop-client",
-  "version": "0.1.9",
+  "version": "0.1.10",
   "private": true,
   "description": "省心推客户端 — 连接和管理您的媒体账号，轻松发布和监控内容表现。",
   "author": {
diff --git a/apps/desktop-client/src/main/adapters/kimi.ts b/apps/desktop-client/src/main/adapters/kimi.ts
index 5ba0111..fbae454 100644
--- a/apps/desktop-client/src/main/adapters/kimi.ts
+++ b/apps/desktop-client/src/main/adapters/kimi.ts
@@ -7,7 +7,8 @@ import { normalizeText } from './common'
 const KIMI_BOOTSTRAP_URL = 'https://www.kimi.com/'
 const KIMI_PAGE_READY_TIMEOUT_MS = 20_000
 const KIMI_MODE_SWITCH_TIMEOUT_MS = 8_000
-// kimi 现在算力不够需要更多时间来生成回答了，尤其是思考模式，所以把默认的查询超时从 90s 提高到 250s。
+// kimi 算力紧张时回答生成慢（思考模式尤甚），查询超时保留 180s 兜底；
+// 现在默认切快速模式，正常情况下答案稳定后轮询会提前返回。
 const KIMI_QUERY_TIMEOUT_MS = 180_000
 const KIMI_QUERY_POLL_INTERVAL_MS = 1_200
 const KIMI_STABLE_POLLS_REQUIRED = 5
@@ -15,7 +16,17 @@ const KIMI_INCOMPLETE_ANSWER_GRACE_MS = 18_000
 const KIMI_EDITOR_SELECTOR =
   'div[role="textbox"].chat-input-editor, .chat-input-editor[role="textbox"], [role="textbox"][class*="chat-input-editor"]'
 const KIMI_SEND_BUTTON_SELECTOR = '.send-button-container'
-const KIMI_THINKING_MODE_LABEL = 'K2.6 思考'
+
+type KimiModeTarget = {
+  label: string
+  keyword: string
+}
+
+// Kimi 网页端模型切换器的两档模式。思考档切换逻辑保留备用；
+// 采集现在默认切到快速档，要回退思考档时把 KIMI_TARGET_MODE 指回 KIMI_THINKING_MODE 即可。
+const KIMI_THINKING_MODE: KimiModeTarget = { label: 'K2.6 思考', keyword: '思考' }
+const KIMI_FAST_MODE: KimiModeTarget = { label: 'K2.6 快速', keyword: '快速' }
+const KIMI_TARGET_MODE: KimiModeTarget = KIMI_FAST_MODE
 const KIMI_REDIRECT_QUERY_KEYS = [
   'url',
   'u',
@@ -1070,7 +1081,7 @@ function answerQualityScore(snapshot: KimiPageSnapshot | null): number {
   score += snapshot.reasoningBlocks.length * 80
   score += snapshot.citationLinks.length * 180
   score += Math.min(snapshot.searchResultLinks.length, 80) * 18
-  if (snapshot.currentModelLabel?.includes('思考')) {
+  if (snapshot.currentModelLabel?.includes(KIMI_TARGET_MODE.keyword)) {
     score += 120
   }
   if (snapshot.questionMatched) {
@@ -1247,9 +1258,12 @@ async function submitKimiQuestion(
   await editor.press('Enter').catch(() => undefined)
 }
 
-async function ensureKimiThinkingMode(page: PlaywrightPage): Promise<KimiModeSwitchResult> {
+async function ensureKimiMode(
+  page: PlaywrightPage,
+  target: KimiModeTarget,
+): Promise<KimiModeSwitchResult> {
   let result = await page.evaluate(
-    async ({ preferredModelLabel, timeoutMs }) => {
+    async ({ preferredModelLabel, modeKeyword, timeoutMs }) => {
       const wait = (timeMs: number) =>
         new Promise<void>((resolve) => {
           window.setTimeout(resolve, timeMs)
@@ -1337,7 +1351,7 @@ async function ensureKimiThinkingMode(page: PlaywrightPage): Promise<KimiModeSwi
         return null
       }
 
-      const findThinkingOption = () => {
+      const findModeOption = () => {
         const candidates = Array.from(
           document.querySelectorAll('button, [role="button"], [role="menuitem"], li, div, span'),
         )
@@ -1358,7 +1372,7 @@ async function ensureKimiThinkingMode(page: PlaywrightPage): Promise<KimiModeSwi
             score = 10_000
           } else if (text.includes(preferredModelLabel)) {
             score = 8_000
-          } else if (text.includes('思考')) {
+          } else if (text.includes(modeKeyword)) {
             score = 3_000
           }
 
@@ -1385,7 +1399,7 @@ async function ensureKimiThinkingMode(page: PlaywrightPage): Promise<KimiModeSwi
       const deadline = Date.now() + timeoutMs
       while (Date.now() <= deadline) {
         const currentModelLabel = readModelLabel()
-        if (currentModelLabel?.includes('思考')) {
+        if (currentModelLabel?.includes(modeKeyword)) {
           return {
             ok: true as const,
             currentModelLabel,
@@ -1411,20 +1425,20 @@ async function ensureKimiThinkingMode(page: PlaywrightPage): Promise<KimiModeSwi
         await wait(200)
 
         const nextLabel = readModelLabel()
-        if (nextLabel?.includes('思考')) {
+        if (nextLabel?.includes(modeKeyword)) {
           return {
             ok: true as const,
             currentModelLabel: nextLabel,
           }
         }
 
-        const option = findThinkingOption()
+        const option = findModeOption()
         if (option && clickElement(option)) {
           await wait(250)
         }
 
         const resolvedLabel = readModelLabel()
-        if (resolvedLabel?.includes('思考')) {
+        if (resolvedLabel?.includes(modeKeyword)) {
           return {
             ok: true as const,
             currentModelLabel: resolvedLabel,
@@ -1434,16 +1448,15 @@ async function ensureKimiThinkingMode(page: PlaywrightPage): Promise<KimiModeSwi
 
       return {
         ok: false as const,
-        error: readModelLabel()
-          ? 'kimi_thinking_mode_not_selected'
-          : 'kimi_model_switch_trigger_missing',
+        error: readModelLabel() ? 'kimi_mode_not_selected' : 'kimi_model_switch_trigger_missing',
         detail: buildDetail(),
         currentModelLabel: readModelLabel(),
         url: window.location.href || null,
       }
     },
     {
-      preferredModelLabel: KIMI_THINKING_MODE_LABEL,
+      preferredModelLabel: target.label,
+      modeKeyword: target.keyword,
       timeoutMs: KIMI_MODE_SWITCH_TIMEOUT_MS,
     },
   )
@@ -1460,10 +1473,10 @@ async function ensureKimiThinkingMode(page: PlaywrightPage): Promise<KimiModeSwi
   await trigger.click().catch(() => undefined)
   await sleep(250).catch(() => undefined)
 
-  for (const text of [KIMI_THINKING_MODE_LABEL, '思考']) {
+  for (const text of [target.label, target.keyword]) {
     const option = page
       .getByText(text, {
-        exact: text === KIMI_THINKING_MODE_LABEL,
+        exact: text === target.label,
       })
       .first()
     if (await option.isVisible().catch(() => false)) {
@@ -1473,7 +1486,7 @@ async function ensureKimiThinkingMode(page: PlaywrightPage): Promise<KimiModeSwi
     }
   }
 
-  result = await page.evaluate(() => {
+  result = await page.evaluate(({ modeKeyword }) => {
     const normalize = (value: unknown): string | null => {
       if (typeof value !== 'string') {
         return null
@@ -1493,7 +1506,7 @@ async function ensureKimiThinkingMode(page: PlaywrightPage): Promise<KimiModeSwi
         document.querySelector('.current-model')?.textContent,
     )
 
-    if (currentModelLabel?.includes('思考')) {
+    if (currentModelLabel?.includes(modeKeyword)) {
       return {
         ok: true as const,
         currentModelLabel,
@@ -1502,12 +1515,12 @@ async function ensureKimiThinkingMode(page: PlaywrightPage): Promise<KimiModeSwi
 
     return {
       ok: false as const,
-      error: 'kimi_thinking_mode_not_selected',
+      error: 'kimi_mode_not_selected',
       detail: normalize(document.body?.innerText)?.slice(0, 200) ?? null,
       currentModelLabel,
       url: window.location.href || null,
     }
-  })
+  }, { modeKeyword: target.keyword })
 
   return result
 }
@@ -1598,6 +1611,13 @@ async function readKimiPageSnapshot(
       }
 
       const isAuxiliaryPanelElement = (element: Element | null | undefined): boolean => {
+        // 快速模式下"搜索网页 <query> N 个结果"chip 行渲染在回答顶部，assistant 消息
+        // 的 innerText 以"搜索网页"开头；如果对会话区内的节点也套下面的面板文本规则，
+        // 会把整条回答连同内部所有答案块一起排除，导致答案永远为空、任务拖满超时。
+        // 面板文本规则只对会话区之外的节点生效（真正的面板另有 side-console 类名兜底）。
+        const insideChatContent = Boolean(
+          element?.closest?.('.chat-content-item, .chat-content-list, .chat-content-container'),
+        )
         let current: Element | null = element ?? null
         for (let depth = 0; current && depth < 10; depth += 1) {
           const descriptor = [
@@ -1610,13 +1630,19 @@ async function readKimiPageSnapshot(
             current instanceof HTMLElement
               ? (normalizeInline(current.innerText)?.slice(0, 160) ?? '')
               : ''
+          // 应用左侧边栏（aside.sidebar.next-sidebar）里的会话历史标题就是监控问题原文，
+          // 正文未渲染完时会被当成最高分答案候选采走，所以把侧边栏整体视为辅助面板。
+          // 注意不能用 /sidebar/ 子串匹配祖先：应用根节点挂着 has-sidebar / sidebar-interactive
+          // 状态类，会把正文一起误杀，这里只认 aside/nav 标签和侧栏专属类名。
           if (
-            /(side-console|console|drawer|modal|popover|popup|tooltip|floating|hover-card|dropdown|search-result|search-panel|reference-panel|ref-panel|citation-panel|dialog|alertdialog)/i.test(
+            /(side-console|console|drawer|modal|popover|popup|tooltip|floating|hover-card|dropdown|search-result|search-panel|reference-panel|ref-panel|citation-panel|dialog|alertdialog|next-sidebar|sidebar-nav|history-list|history-item|session-list)/i.test(
               descriptor,
             ) ||
             current.tagName === 'DIALOG' ||
+            current.tagName === 'ASIDE' ||
+            current.tagName === 'NAV' ||
             current.getAttribute('aria-modal') === 'true' ||
-            /^(引用来源|搜索网页)\s*\d*/.test(text)
+            (!insideChatContent && /^(引用来源|搜索网页)\s*\d*/.test(text))
           ) {
             return true
           }
@@ -2468,11 +2494,12 @@ async function readKimiPageSnapshot(
 
       const resolveCandidateKind = (element: HTMLElement, text: string): CandidateKind => {
         const className = normalizeInline(element.getAttribute('class'))?.toLowerCase() ?? ''
-        const merged = `${className}\n${text}`
+        // 不能用包含匹配：快速模式的"搜索网页 …"chip 在正文顶部，会话容器的文本
+        // 必然含这串字样，包含匹配会把整个正文容器误判成 reasoning、答案清零。
+        // 只有文本以检索/思考标记开头（或类名带 think/reason）才算 reasoning 块。
         if (
           /think|reason|analysis|thought/.test(className) ||
-          /^思考已完成/.test(text) ||
-          /(搜索网页|搜索结果|检索关键词|思考过程)/.test(merged)
+          /^(思考已完成|搜索网页|搜索结果|检索关键词|思考过程)/.test(text)
         ) {
           return 'reasoning'
         }
@@ -3091,14 +3118,14 @@ export const kimiAdapter: MonitorAdapter = {
     }
 
     context.reportProgress('kimi.mode_switch')
-    const modeSwitchResult = await ensureKimiThinkingMode(page)
+    const modeSwitchResult = await ensureKimiMode(page, KIMI_TARGET_MODE)
     if (!modeSwitchResult.ok) {
       const isAuthFailure = modeSwitchResult.error === 'kimi_login_required'
       return {
         status: 'failed',
         summary: isAuthFailure
           ? 'Kimi 账号未登录或登录态已失效，请先在 desktop client 中重新授权。'
-          : 'Kimi 未能切换到 K2.6 思考，已中止本次监控任务。',
+          : `Kimi 未能切换到 ${KIMI_TARGET_MODE.label}，已中止本次监控任务。`,
         error: buildAdapterError(
           modeSwitchResult.error,
           modeSwitchResult.detail ?? modeSwitchResult.error,
@@ -3152,7 +3179,7 @@ export const kimiAdapter: MonitorAdapter = {
     const reasoning = normalizeText(finalSnapshot.reasoningText)
     const answerComplete = isKimiAnswerComplete(finalSnapshot)
     const keywordBlobDetected = answer ? isKimiKeywordBlob(answer) : false
-    const providerModel = normalizeText(finalSnapshot.currentModelLabel) ?? KIMI_THINKING_MODE_LABEL
+    const providerModel = normalizeText(finalSnapshot.currentModelLabel) ?? KIMI_TARGET_MODE.label
     const conversationID = extractConversationID(finalSnapshot.url)
 
     if (!queryResult.ok && queryResult.error === 'kimi_login_expired') {
@@ -3236,7 +3263,7 @@ export const kimiAdapter: MonitorAdapter = {
           page_url: finalSnapshot.url,
           page_title: finalSnapshot.title,
           model_label: finalSnapshot.currentModelLabel,
-          thinking_mode_requested: KIMI_THINKING_MODE_LABEL,
+          mode_requested: KIMI_TARGET_MODE.label,
           login_required: finalSnapshot.loginRequired,
           busy: finalSnapshot.busy,
           busy_signals: finalSnapshot.busySignals,
@@ -3284,6 +3311,9 @@ export const kimiAdapter: MonitorAdapter = {
 }
 
 export const __kimiTestUtils = {
+  KIMI_FAST_MODE,
+  KIMI_TARGET_MODE,
+  KIMI_THINKING_MODE,
   buildSourceItem,
   classifyKimiSources,
   dedupeSourceItems,
diff --git a/apps/desktop-client/src/renderer/components/DesktopShell.vue b/apps/desktop-client/src/renderer/components/DesktopShell.vue
index 3bbe56e..5840910 100644
--- a/apps/desktop-client/src/renderer/components/DesktopShell.vue
+++ b/apps/desktop-client/src/renderer/components/DesktopShell.vue
@@ -39,6 +39,7 @@ const updateModalOpen = ref(false)
 const updateModalVersion = ref('')
 const updateModalForce = ref(false)
 const updateModalStarted = ref(false)
+const updateModalNotes = ref('')
 const bugReportOpen = ref(false)
 const bugReportSubmitting = ref(false)
 type BugReportSeverity = 'low' | 'medium' | 'high' | 'critical'
@@ -227,9 +228,14 @@ async function startClientReleaseUpdate() {
   }
 }
 
-function notifyClientUpdate(latestVersion: string, forceUpdate: boolean) {
+function notifyClientUpdate(
+  latestVersion: string,
+  forceUpdate: boolean,
+  releaseNotes?: string | null,
+) {
   updateModalVersion.value = latestVersion
   updateModalForce.value = forceUpdate
+  updateModalNotes.value = releaseNotes?.trim() ?? ''
   updateModalStarted.value = false
   updateModalOpen.value = true
 }
@@ -262,7 +268,7 @@ async function checkClientReleaseOnce() {
   if (!result?.update_available) {
     return
   }
-  notifyClientUpdate(result.latest_version, result.force_update)
+  notifyClientUpdate(result.latest_version, result.force_update, result.release_notes)
 }
 
 onMounted(() => {
@@ -402,6 +408,11 @@ watch(
           </button>
         </div>
 
+        <div v-if="updateModalNotes && !isUpdateFailed" class="client-update-notes">
+          <strong>版本介绍</strong>
+          <p>{{ updateModalNotes }}</p>
+        </div>
+
         <div v-if="updateModalStarted && !isUpdateFailed" class="client-update-progress">
           <div class="client-update-progress__meta">
             <strong>{{ updateProgressLabel }}</strong>
@@ -996,6 +1007,33 @@ h1 {
   color: #0958d9;
 }
 
+.client-update-notes {
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+  max-height: 180px;
+  overflow-y: auto;
+  padding: 14px 16px;
+  border: 1px solid #eef2f7;
+  border-radius: 10px;
+  background: #f8fafc;
+}
+
+.client-update-notes strong {
+  color: #334155;
+  font-size: 13px;
+  font-weight: 800;
+}
+
+.client-update-notes p {
+  margin: 0;
+  color: #475569;
+  font-size: 14px;
+  line-height: 1.7;
+  white-space: pre-wrap;
+  word-break: break-word;
+}
+
 .client-update-progress {
   display: flex;
   flex-direction: column;