diff --git a/webui/src/components/ab-add-rss.vue b/webui/src/components/ab-add-rss.vue
index d998b267..5e358fe3 100644
--- a/webui/src/components/ab-add-rss.vue
+++ b/webui/src/components/ab-add-rss.vue
@@ -1,6 +1,5 @@
 <script lang="ts" setup>
 import { Link } from '@lucide/vue';
-import { NSpin } from 'naive-ui';
 import AbField from './basic/ab-field.vue';
 import AbSelect from './basic/ab-select.vue';
 import AbSwitch from './basic/ab-switch.vue';
@@ -173,26 +172,27 @@ function subscribe() {
       <!-- RSS Link -->
       <div class="form-group">
         <label class="form-label">{{ $t('topbar.add.rss_link') }}</label>
-        <div class="input-wrapper">
-          <Link :size="16" class="input-icon" />
-          <input
-            v-model="rss.url"
-            type="text"
-            class="form-input form-input--with-icon"
-            :placeholder="$t('topbar.add.placeholder_link')"
-          >
-        </div>
+        <ab-input
+          v-model="rss.url"
+          class="form-input"
+          :aria-label="$t('topbar.add.rss_link')"
+          :placeholder="$t('topbar.add.placeholder_link')"
+        >
+          <template #prefix>
+            <Link :size="14" />
+          </template>
+        </ab-input>
       </div>
 
       <!-- Name -->
       <div class="form-group">
         <label class="form-label">{{ $t('topbar.add.name') }}</label>
-        <input
+        <ab-input
           v-model="rss.name"
-          type="text"
           class="form-input"
+          :aria-label="$t('topbar.add.name')"
           :placeholder="$t('topbar.add.placeholder_name')"
-        >
+        />
       </div>
 
       <!-- Options row -->
@@ -244,15 +244,17 @@ function subscribe() {
           v-model="rule.episode_offset"
           :label="$t('homepage.rule.episode_offset')"
         >
-          <template #action>
-            <button
+          <!-- 检测依赖已存在的规则 id：新规则没有 id，不显示按钮 -->
+          <template v-if="rule.id" #action>
+            <!-- md：与 ab-input 同高（34px / 触屏 44px） -->
+            <ab-button
+              variant="secondary"
               class="detect-btn"
-              :disabled="offsetLoading || !rule.id"
+              :loading="offsetLoading"
               @click="autoDetectOffset"
             >
-              <NSpin v-if="offsetLoading" :size="14" />
-              <span v-else>{{ $t('homepage.rule.auto_detect') }}</span>
-            </button>
+              {{ $t('homepage.rule.auto_detect') }}
+            </ab-button>
           </template>
         </bangumi-offset-field>
         <div v-if="offsetReason" class="offset-reason">
@@ -282,7 +284,7 @@ function subscribe() {
           {{ $t('setup.nav.previous') }}
         </ab-button>
         <ab-button
-          variant="primary"
+          variant="secondary"
           size="sm"
           :loading="loading.collect"
           @click="collect"
@@ -334,46 +336,9 @@ function subscribe() {
   color: var(--color-text-secondary);
 }
 
-.input-wrapper {
-  position: relative;
-  display: flex;
-  align-items: center;
-}
-
-.input-icon {
-  position: absolute;
-  left: 12px;
-  color: var(--color-text-muted);
-  pointer-events: none;
-}
-
-.form-input {
+// ab-input 在平板以上默认 200px；这里上下堆叠，占满整行
+.form-group .form-input {
   width: 100%;
-  height: 40px;
-  padding: 0 12px;
-  font-size: 14px;
-  font-family: inherit;
-  color: var(--color-text);
-  background: var(--color-surface-hover);
-  border: 1px solid var(--color-border);
-  border-radius: var(--radius-md);
-  outline: none;
-  transition: border-color var(--transition-fast),
-    box-shadow var(--transition-fast);
-
-  &:focus {
-    border-color: var(--color-primary);
-    box-shadow: 0 0 0 3px
-      color-mix(in srgb, var(--color-primary) 15%, transparent);
-  }
-
-  &::placeholder {
-    color: var(--color-text-muted);
-  }
-
-  &--with-icon {
-    padding-left: 40px;
-  }
 }
 
 .options-row {
@@ -381,7 +346,7 @@ function subscribe() {
   flex-direction: column;
   gap: var(--layout-gap);
   padding: var(--layout-padding);
-  background: var(--color-surface-hover);
+  border: 1px solid var(--color-border);
   border-radius: var(--radius-md);
 }
 
@@ -402,31 +367,7 @@ function subscribe() {
 // shared preview/tags/rss-link/filter/offset-row styles live in the
 // bangumi-* / advanced-section sub-components)
 .detect-btn {
-  display: inline-flex;
-  align-items: center;
-  justify-content: center;
-  min-width: 80px;
-  height: 32px;
-  padding: 0 14px;
-  font-size: 13px;
-  font-family: inherit;
-  font-weight: 500;
-  color: #fff;
-  background: var(--color-primary);
-  border: none;
-  border-radius: var(--radius-sm);
-  cursor: pointer;
-  white-space: nowrap;
-  transition: background-color var(--transition-fast);
-
-  &:hover:not(:disabled) {
-    background: var(--color-primary-hover);
-  }
-
-  &:disabled {
-    opacity: 0.5;
-    cursor: not-allowed;
-  }
+  flex-shrink: 0;
 }
 
 .offset-reason {
diff --git a/webui/src/components/ab-bangumi-card.vue b/webui/src/components/ab-bangumi-card.vue
index 2dc6e979..a008936f 100644
--- a/webui/src/components/ab-bangumi-card.vue
+++ b/webui/src/components/ab-bangumi-card.vue
@@ -29,10 +29,7 @@ const posterSrc = computed(() => resolvePosterUrl(bangumi.poster_link));
       @keydown.enter="() => $emit('click')"
       @keydown.space.prevent="() => $emit('click')"
     >
-      <div
-        class="card-poster"
-        :class="{ 'card-poster--needs-review': bangumi.needs_review }"
-      >
+      <div class="card-poster">
         <template v-if="bangumi.poster_link">
           <img
             :src="posterSrc"
@@ -146,7 +143,7 @@ const posterSrc = computed(() => resolvePosterUrl(bangumi.poster_link));
 <style lang="scss" scoped>
 // Grid poster card
 .card-wrap {
-  width: 150px;
+  width: 100%;
 }
 
 .card {
@@ -200,47 +197,9 @@ const posterSrc = computed(() => resolvePosterUrl(bangumi.poster_link));
   display: block;
 }
 
-// 待审核的黄色光晕：静态 box-shadow 放在 ::after 上，只动画 opacity（合成器线程，
-// 不触发每帧重绘）。光晕在海报外侧，所以这里取消 overflow 裁剪，由子元素继承圆角
-.card-poster--needs-review {
-  overflow: visible;
-
-  > * {
-    border-radius: inherit;
-  }
-
-  &::after {
-    content: '';
-    position: absolute;
-    inset: 0;
-    border-radius: inherit;
-    box-shadow: 0 0 16px 4px rgba(251, 191, 36, 0.6);
-    pointer-events: none;
-    animation: card-glow 2.5s ease-in-out infinite;
-  }
-
-  @media (prefers-reduced-motion: reduce) {
-    &::after {
-      animation: none;
-      opacity: 0.5;
-    }
-  }
-}
-
-@keyframes card-glow {
-  0%,
-  100% {
-    opacity: 0;
-  }
-  50% {
-    opacity: 1;
-  }
-}
-
 .card-placeholder {
   width: 100%;
   height: 100%;
-  min-height: 210px;
   display: flex;
   align-items: center;
   justify-content: center;
diff --git a/webui/src/components/ab-container.vue b/webui/src/components/ab-container.vue
index 27b171ce..600d9975 100644
--- a/webui/src/components/ab-container.vue
+++ b/webui/src/components/ab-container.vue
@@ -30,6 +30,12 @@ const { title = 'title', flush = false } = defineProps<{
   border-radius: var(--radius-md);
   border: 1px solid var(--color-border);
   transition: border-color var(--transition-normal);
+
+  // 正文/页脚的方角底色会盖住圆角描边：最后一块跟着卡片圆角。
+  // 不用 overflow: hidden，否则卡片边缘的焦点环和定位元素会被裁掉
+  > :last-child {
+    border-radius: 0 0 calc(var(--radius-md) - 1px) calc(var(--radius-md) - 1px);
+  }
 }
 
 .container-header {
@@ -44,6 +50,11 @@ const { title = 'title', flush = false } = defineProps<{
   user-select: none;
   transition: color var(--transition-normal),
     border-color var(--transition-normal);
+
+  // 触屏按钮 44px 高，上下留白，不贴住头部边框
+  @include forTouch {
+    padding-block: 6px;
+  }
 }
 
 .container-title {
diff --git a/webui/src/components/ab-edit-rule.vue b/webui/src/components/ab-edit-rule.vue
index cf9daa3b..bddb7e91 100644
--- a/webui/src/components/ab-edit-rule.vue
+++ b/webui/src/components/ab-edit-rule.vue
@@ -1,5 +1,5 @@
 <script lang="ts" setup>
-import { NCheckbox, NSpin, useMessage } from 'naive-ui';
+import { NCheckbox, useMessage } from 'naive-ui';
 import { onKeyStroke } from '@vueuse/core';
 import type { BangumiRule, DetectOffsetResponse } from '#/bangumi';
 import { useDownloaderInstances } from '@/hooks/useDownloaderInstances';
@@ -249,46 +249,40 @@ function emitUnarchive() {
     :avoid-keyboard="false"
     @close="close"
   >
-    <!-- Needs Review Warning Banner -->
-    <div
-      v-if="localRule.needs_review"
-      class="review-warning"
-      role="status"
-      :aria-label="$t('offset.needs_review')"
-    >
-      <div class="review-warning-main">
-        <span class="review-warning-emoji">⚠️</span>
-        <div class="review-warning-content">
-          <div class="review-warning-title">
-            {{ $t('offset.needs_review') }}
-          </div>
-          <div
-            v-if="localRule.needs_review_reason"
-            class="review-warning-reason"
+    <!-- Needs Review Warning Banner：忽略/检测后按行高收起，下方内容不跳 -->
+    <Transition name="collapse">
+      <div v-if="localRule.needs_review" class="review-collapse">
+        <div class="review-collapse-inner">
+          <ab-alert
+            type="warning"
+            class="review-warning"
+            :title="$t('offset.needs_review')"
           >
             {{ localRule.needs_review_reason }}
-          </div>
+            <template #action>
+              <span class="review-warning-actions">
+                <ab-button
+                  size="sm"
+                  variant="primary"
+                  :loading="offsetLoading"
+                  @click="autoDetectOffset"
+                >
+                  {{ $t('homepage.rule.auto_detect') }}
+                </ab-button>
+                <ab-button
+                  size="sm"
+                  variant="secondary"
+                  :loading="dismissingReview"
+                  @click="dismissReview"
+                >
+                  {{ $t('offset.dismiss') }}
+                </ab-button>
+              </span>
+            </template>
+          </ab-alert>
         </div>
       </div>
-      <div class="review-warning-actions">
-        <button
-          class="detect-btn"
-          :disabled="offsetLoading"
-          @click="autoDetectOffset"
-        >
-          <NSpin v-if="offsetLoading" :size="12" />
-          <span v-else>{{ $t('homepage.rule.auto_detect') }}</span>
-        </button>
-        <button
-          class="dismiss-btn"
-          :disabled="dismissingReview"
-          @click="dismissReview"
-        >
-          <NSpin v-if="dismissingReview" :size="12" />
-          <span v-else>{{ $t('offset.dismiss') }}</span>
-        </button>
-      </div>
-    </div>
+    </Transition>
 
     <div v-if="pluginTabs.length" class="edit-tabs">
       <ab-segmented
@@ -337,7 +331,6 @@ function emitUnarchive() {
             :model-value="localRule.air_weekday ?? null"
             :options="weekdayOptions"
             clearable
-            size="small"
             :placeholder="$t('calendar.unknown')"
             @update:model-value="onWeekdayChange($event as number | null)"
           />
@@ -347,7 +340,6 @@ function emitUnarchive() {
           <AbSelect
             :model-value="localRule.episode_type"
             :options="episodeTypeOptions"
-            size="small"
             @update:model-value="
               localRule.episode_type = $event as BangumiRule['episode_type']
             "
@@ -362,7 +354,6 @@ function emitUnarchive() {
             v-model="localRule.downloader_id"
             :options="downloaders.options.value"
             clearable
-            size="small"
             :placeholder="
               $t('homepage.rule.downloader_default', {
                 id: downloaders.data.value.default,
@@ -387,7 +378,7 @@ function emitUnarchive() {
             clearable
             filterable
             tag
-            size="small"
+            class="resolution-select"
             :placeholder="$t('homepage.rule.auto_detect')"
           />
         </AbField>
@@ -409,7 +400,7 @@ function emitUnarchive() {
       <p class="delete-message">
         {{ $t('homepage.rule.delete_confirm') }}
       </p>
-      <NCheckbox v-model:checked="deleteLocalFiles" class="delete-files-option">
+      <NCheckbox v-model:checked="deleteLocalFiles">
         {{ $t('homepage.rule.delete_files_label') }}
       </NCheckbox>
 
@@ -454,99 +445,45 @@ function emitUnarchive() {
 
 <style lang="scss" scoped>
 // Review warning banner
+.review-collapse {
+  display: grid;
+  grid-template-rows: 1fr;
+}
+
+.review-collapse-inner {
+  min-height: 0;
+  overflow: hidden;
+}
+
+.collapse-enter-active,
+.collapse-leave-active {
+  transition: grid-template-rows var(--transition-normal),
+    opacity var(--transition-normal);
+}
+
+.collapse-enter-from,
+.collapse-leave-to {
+  grid-template-rows: 0fr;
+  opacity: 0;
+}
+
+// 间距放在收起容器内部，随横幅一起收起
 .review-warning {
-  display: flex;
   flex-wrap: wrap;
-  align-items: center;
-  justify-content: space-between;
-  gap: 12px;
-  padding: 10px 16px;
-  margin: 12px 20px;
-  background: var(--color-warning-bg);
-  border: 1px solid var(--color-warning-border);
-  border-radius: var(--radius-md);
-}
+  margin-bottom: 14px;
 
-.review-warning-main {
-  display: flex;
-  align-items: center;
-  gap: 10px;
-  flex: 1 1 200px;
-  min-width: 0;
-}
+  :deep(.ab-alert-text) {
+    flex: 1 1 200px;
+  }
 
-.review-warning-emoji {
-  font-size: 20px;
-  flex-shrink: 0;
-}
-
-.review-warning-content {
-  flex: 1;
-  min-width: 0;
-}
-
-.review-warning-title {
-  font-size: 13px;
-  font-weight: 600;
-  color: var(--color-warning-text);
-}
-
-.review-warning-reason {
-  font-size: 12px;
-  color: var(--color-warning-text-secondary);
-  line-height: 1.3;
-  margin-top: 2px;
+  :deep(.ab-alert-action) {
+    margin-left: auto;
+  }
 }
 
 .review-warning-actions {
   display: flex;
-  align-items: center;
   gap: 8px;
-  flex-shrink: 0;
-  margin-left: auto;
-}
-
-.review-warning-actions .detect-btn,
-.review-warning-actions .dismiss-btn {
-  display: inline-flex;
-  align-items: center;
-  justify-content: center;
-  height: 32px;
-  padding: 0 14px;
-  font-size: 13px;
-  font-family: inherit;
-  font-weight: 500;
-  border-radius: var(--radius-sm);
-  cursor: pointer;
-  white-space: nowrap;
-  transition: all var(--transition-fast);
-
-  &:disabled {
-    cursor: wait;
-  }
-}
-
-.review-warning-actions .detect-btn {
-  min-width: 90px;
-  color: #fff;
-  background: var(--color-primary);
-  border: none;
-
-  &:hover:not(:disabled) {
-    background: var(--color-primary-hover);
-  }
-}
-
-.review-warning-actions .dismiss-btn {
-  min-width: 70px;
-  color: var(--color-text-secondary);
-  background: var(--color-surface);
-  border: 1px solid var(--color-border);
-
-  &:hover:not(:disabled) {
-    border-color: var(--color-text-muted);
-    color: var(--color-text);
-  }
 }
 
 .edit-tabs {
@@ -579,8 +516,11 @@ function emitUnarchive() {
   margin: 0 0 12px;
 }
 
-.delete-files-option {
-  margin-bottom: 20px;
+// filterable 下拉按占位文字撑宽（204px）；钉回与其它控件同宽
+.edit-content .resolution-select {
+  @include forTablet {
+    max-width: 200px;
+  }
 }
 
 .preferred-hint {
diff --git a/webui/src/components/ab-setting.vue b/webui/src/components/ab-setting.vue
index 3a3342d5..3a9324bf 100644
--- a/webui/src/components/ab-setting.vue
+++ b/webui/src/components/ab-setting.vue
@@ -1,9 +1,9 @@
 <script lang="ts" setup>
-import { NDynamicTags } from 'naive-ui';
 import AbField from './basic/ab-field.vue';
 import AbInput from './basic/ab-input.vue';
 import AbSelect from './basic/ab-select.vue';
 import AbSwitch from './basic/ab-switch.vue';
+import AbTagsInput from './basic/ab-tags-input.vue';
 import type { AbSettingProps, SelectItem } from '#/components';
 
 // 设置行：ab-field（标签/说明/错误/aria）+ 对应控件的组合。
@@ -72,10 +72,10 @@ const selectValue = computed<string | number | null>({
       />
 
       <div v-else-if="type === 'dynamic-tags'" class="dynamic-tags-wrapper">
-        <NDynamicTags
-          v-model:value="data"
-          size="small"
+        <AbTagsInput
+          v-model="data"
           :aria-label="labelText"
+          :placeholder="prop?.placeholder"
         />
       </div>
     </AbField>
@@ -104,13 +104,12 @@ const selectValue = computed<string | number | null>({
   margin-top: 12px;
 }
 
+// 与 ab-input 同宽（200px），各行控件左缘对齐；标签在框内换行
 .dynamic-tags-wrapper {
   width: 100%;
-  overflow-x: auto;
-  padding-bottom: 2px;
 
   @include forTablet {
-    max-width: 220px;
+    width: 200px;
   }
 }
 </style>
diff --git a/webui/src/components/ab-status-bar.vue b/webui/src/components/ab-status-bar.vue
index 9478b4e0..8f8f251d 100644
--- a/webui/src/components/ab-status-bar.vue
+++ b/webui/src/components/ab-status-bar.vue
@@ -78,7 +78,8 @@ const menuItems = computed<AbMenuItem[]>(() =>
   cursor: pointer;
   user-select: none;
   color: var(--color-text-secondary);
-  transition: color var(--transition-fast), transform var(--transition-fast);
+  transition: color var(--transition-fast),
+    background-color var(--transition-fast);
   display: flex;
   align-items: center;
   justify-content: center;
@@ -97,13 +98,10 @@ const menuItems = computed<AbMenuItem[]>(() =>
     min-height: var(--touch-target);
   }
 
+  // 与 ab-icon-button ghost 一致：状态只靠底色与墨色表达
   &:hover {
-    color: var(--color-primary);
-    transform: scale(1.1);
-  }
-
-  &:active {
-    transform: scale(0.95);
+    background: var(--color-surface-2);
+    color: var(--color-text);
   }
 
   &:focus-visible {
diff --git a/webui/src/components/ab-torrent-list-page.vue b/webui/src/components/ab-torrent-list-page.vue
index 9c4b782f..d227c521 100644
--- a/webui/src/components/ab-torrent-list-page.vue
+++ b/webui/src/components/ab-torrent-list-page.vue
@@ -214,19 +214,25 @@ onActivated(load);
   align-items: center;
   padding: 8px 12px;
   border-radius: var(--radius-sm);
-  background: var(--color-surface-hover);
+  background: var(--color-surface-2);
   cursor: pointer;
   transition: background-color var(--transition-fast);
 
   &:hover {
     background: color-mix(
       in srgb,
-      var(--color-surface-hover) 80%,
+      var(--color-surface-2) 85%,
       var(--color-primary)
     );
   }
 
-  &--selected {
+  // 行底色（含悬停混色）接近 --color-border，行内标签描边提一级
+  :deep(.ab-tag) {
+    border-color: var(--color-border-hover);
+  }
+
+  &--selected,
+  &--selected:hover {
     background: color-mix(in srgb, var(--color-primary) 12%, transparent);
     outline: 1px solid var(--color-primary);
   }
@@ -237,7 +243,7 @@ onActivated(load);
   width: 18px;
   height: 18px;
   border-radius: 4px;
-  border: 2px solid var(--color-border);
+  border: 2px solid var(--color-border-hover);
   display: flex;
   align-items: center;
   justify-content: center;
diff --git a/webui/src/components/advanced-section.vue b/webui/src/components/advanced-section.vue
index ef4d6676..f2cb06cf 100644
--- a/webui/src/components/advanced-section.vue
+++ b/webui/src/components/advanced-section.vue
@@ -21,19 +21,19 @@ const open = defineModel<boolean>('open', { default: false });
       {{ $t('search.confirm.advanced') }}
     </button>
 
-    <Transition name="expand">
-      <div v-show="open" class="advanced-content">
-        <slot />
+    <!-- 0fr↔1fr 行高过渡：高度可插值，展开/收起不再一帧跳到终值；
+         收起时 inert，隐藏的控件不可聚焦 -->
+    <div class="advanced-collapse" :class="{ 'is-open': open }">
+      <div class="advanced-inner" :inert="!open">
+        <div class="advanced-content">
+          <slot />
+        </div>
       </div>
-    </Transition>
+    </div>
   </div>
 </template>
 
 <style lang="scss" scoped>
-.advanced-section {
-  margin-bottom: 8px;
-}
-
 .advanced-toggle {
   display: flex;
   align-items: center;
@@ -72,29 +72,35 @@ const open = defineModel<boolean>('open', { default: false });
   }
 }
 
+.advanced-collapse {
+  display: grid;
+  grid-template-rows: 0fr;
+  opacity: 0;
+  transition: grid-template-rows var(--transition-normal),
+    opacity var(--transition-normal);
+
+  &.is-open {
+    grid-template-rows: 1fr;
+    opacity: 1;
+  }
+
+  @media (prefers-reduced-motion: reduce) {
+    transition: none;
+  }
+}
+
+.advanced-inner {
+  min-height: 0;
+  overflow: hidden;
+}
+
 .advanced-content {
   display: flex;
   flex-direction: column;
   gap: 12px;
   padding: 16px;
-  background: var(--color-surface-hover);
+  border: 1px solid var(--color-border);
   border-radius: var(--radius-md);
   margin-top: 8px;
 }
-
-// Expand transition
-.expand-enter-active,
-.expand-leave-active {
-  transition: all var(--transition-normal);
-  overflow: hidden;
-}
-
-.expand-enter-from,
-.expand-leave-to {
-  opacity: 0;
-  max-height: 0;
-  margin-top: 0;
-  padding-top: 0;
-  padding-bottom: 0;
-}
 </style>
diff --git a/webui/src/components/bangumi-filter-field.vue b/webui/src/components/bangumi-filter-field.vue
index 9206afb9..1e87d624 100644
--- a/webui/src/components/bangumi-filter-field.vue
+++ b/webui/src/components/bangumi-filter-field.vue
@@ -1,5 +1,6 @@
 <script lang="ts" setup>
-import { NDynamicTags } from 'naive-ui';
+import AbField from './basic/ab-field.vue';
+import AbTagsInput from './basic/ab-tags-input.vue';
 
 defineProps<{
   modelValue: string[];
@@ -11,63 +12,24 @@ const emit = defineEmits<{
 </script>
 
 <template>
-  <div class="advanced-row advanced-row--tags">
-    <label class="advanced-label">{{ $t('homepage.rule.filter') }}</label>
-    <div class="advanced-control filter-tags">
-      <NDynamicTags
-        :value="modelValue"
-        size="small"
-        @update:value="emit('update:modelValue', $event)"
+  <AbField :label="$t('homepage.rule.filter')">
+    <div class="filter-tags">
+      <AbTagsInput
+        :model-value="modelValue"
+        :aria-label="$t('homepage.rule.filter')"
+        @update:model-value="emit('update:modelValue', $event)"
       />
     </div>
-  </div>
+  </AbField>
 </template>
 
 <style lang="scss" scoped>
-.advanced-row {
-  display: flex;
-  align-items: center;
-  justify-content: space-between;
-  gap: 12px;
-  min-height: 32px;
+// 与 AbField 里 ab-input / 下拉框同宽，右列左缘对齐
+.filter-tags {
+  width: 100%;
 
-  &--tags {
-    align-items: flex-start;
-  }
-}
-
-.advanced-label {
-  flex-shrink: 0;
-  font-size: 13px;
-  font-weight: 500;
-  color: var(--color-text-secondary);
-  line-height: 32px;
-}
-
-.advanced-control {
-  display: flex;
-  justify-content: flex-end;
-  min-width: 0;
-
-  :deep(.n-dynamic-tags) {
-    justify-content: flex-end;
-    min-height: 32px;
-    min-width: 0;
-
-    .n-tag {
-      height: 28px;
-      max-width: calc(100% - 6px);
-      margin: 2px 0 2px 6px !important;
-    }
-
-    .n-tag__content {
-      overflow: hidden;
-      text-overflow: ellipsis;
-    }
-
-    .n-button {
-      height: 28px;
-    }
+  @include forTablet {
+    width: 200px;
   }
 }
 </style>
diff --git a/webui/src/components/bangumi-info-tags.vue b/webui/src/components/bangumi-info-tags.vue
index 75ce63be..a4f5b519 100644
--- a/webui/src/components/bangumi-info-tags.vue
+++ b/webui/src/components/bangumi-info-tags.vue
@@ -8,14 +8,14 @@ defineProps<{
 
 <template>
   <div v-if="tags.length > 0" class="info-tags">
-    <div
+    <!-- 剧场版/特别篇用 info 标记与常规元数据区分，其余为中性标签 -->
+    <ab-tag
       v-for="tag in tags"
       :key="tag.type"
-      class="info-tag"
-      :class="`info-tag--${tag.type}`"
+      :type="tag.type === 'etype' ? 'info' : 'neutral'"
     >
       {{ tag.i18n ? $t(tag.value) : tag.value }}
-    </div>
+    </ab-tag>
   </div>
 </template>
 
@@ -23,42 +23,6 @@ defineProps<{
 .info-tags {
   display: flex;
   flex-wrap: wrap;
-  gap: 8px;
-  margin-bottom: 16px;
-}
-
-.info-tag {
-  display: inline-flex;
-  align-items: center;
-  padding: 6px 14px;
-  border-radius: var(--radius-full);
-  font-size: 13px;
-  font-weight: 600;
-
-  &--season {
-    background: color-mix(in srgb, var(--color-primary) 12%, transparent);
-    color: var(--color-primary);
-  }
-
-  &--resolution {
-    background: color-mix(in srgb, var(--color-accent) 12%, transparent);
-    color: var(--color-accent);
-  }
-
-  &--subtitle {
-    background: color-mix(in srgb, var(--color-success) 12%, transparent);
-    color: var(--color-success);
-  }
-
-  &--group {
-    background: color-mix(in srgb, var(--color-warning) 12%, transparent);
-    color: var(--color-warning);
-  }
-
-  // 剧场版/特别篇：反白强调，与常规元数据标签区分
-  &--etype {
-    background: var(--color-primary);
-    color: var(--color-white);
-  }
+  gap: 6px;
 }
 </style>
diff --git a/webui/src/components/bangumi-offset-field.vue b/webui/src/components/bangumi-offset-field.vue
index fb6e4b91..4079dbff 100644
--- a/webui/src/components/bangumi-offset-field.vue
+++ b/webui/src/components/bangumi-offset-field.vue
@@ -1,4 +1,6 @@
 <script lang="ts" setup>
+import AbField from './basic/ab-field.vue';
+
 /**
  * 单个数字 offset 行：标签 + 数字输入 + 可选的操作插槽（如“自动检测”按钮）。
  * ab-add-rss 用它承载 episode_offset + 检测按钮，ab-edit-rule 用它承载
@@ -21,57 +23,33 @@ const proxyValue = computed({
 </script>
 
 <template>
-  <div class="advanced-row">
-    <label class="advanced-label">{{ label }}</label>
-    <div class="advanced-control offset-controls">
-      <ab-input
-        v-model="proxyValue"
-        type="number"
-        class="offset-input"
-        :aria-label="label"
-      />
+  <AbField :label="label">
+    <div class="offset-controls">
+      <ab-input v-model="proxyValue" type="number" class="offset-input" />
       <slot name="action" />
     </div>
-  </div>
+  </AbField>
 </template>
 
 <style lang="scss" scoped>
-.advanced-row {
-  display: flex;
-  align-items: center;
-  justify-content: space-between;
-  gap: 12px;
-  min-height: 32px;
-}
-
-.advanced-label {
-  flex-shrink: 0;
-  font-size: 13px;
-  font-weight: 500;
-  color: var(--color-text-secondary);
-  line-height: 32px;
-}
-
-.advanced-control {
-  display: flex;
-  justify-content: flex-end;
-}
-
+// 控件列与其它 AbField 行同宽（200px）；有操作按钮时输入框收窄让位
 .offset-controls {
   display: flex;
   align-items: center;
-  justify-content: flex-end;
   gap: 8px;
-  min-height: 32px;
+  width: 100%;
+
+  @include forTablet {
+    width: 200px;
+  }
 }
 
-.offset-input {
-  width: 70px;
-  height: 32px;
-  text-align: center;
+// 压过 AbField 给 .ab-input 的 200px 宽度下限，让输入框给按钮让位
+.offset-controls .ab-input.offset-input {
+  flex: 1 1 0;
+  min-width: 0;
 
   @include forTouch {
-    width: 84px;
     height: var(--touch-target);
   }
 }
diff --git a/webui/src/components/bangumi-preview.vue b/webui/src/components/bangumi-preview.vue
index b4acb469..5a4828fe 100644
--- a/webui/src/components/bangumi-preview.vue
+++ b/webui/src/components/bangumi-preview.vue
@@ -64,7 +64,6 @@ const rule = defineModel<BangumiRule>('rule', { required: true });
 .bangumi-info {
   display: flex;
   gap: 16px;
-  margin-bottom: 20px;
 }
 
 .bangumi-poster {
@@ -169,15 +168,9 @@ const rule = defineModel<BangumiRule>('rule', { required: true });
     color: var(--color-text-muted);
   }
 
+  // 缺年份：只用警示色下划线标记，不着底色、不改内边距（与标题左缘对齐）
   &--empty {
-    background: color-mix(in srgb, var(--color-warning) 15%, transparent);
     border-bottom-color: var(--color-warning);
-    border-radius: var(--radius-xs) var(--radius-xs) 0 0;
-    padding: 2px 4px;
-
-    &::placeholder {
-      color: var(--color-warning);
-    }
   }
 }
 
@@ -192,7 +185,7 @@ const rule = defineModel<BangumiRule>('rule', { required: true });
 }
 
 .season-input {
-  width: 40px;
+  width: 4ch;
   font-size: 13px;
   color: var(--color-text-secondary);
   background: transparent;
@@ -200,7 +193,6 @@ const rule = defineModel<BangumiRule>('rule', { required: true });
   border-bottom: 1px solid transparent;
   padding: 2px 0;
   outline: none;
-  text-align: center;
   transition: border-color var(--transition-fast);
 
   &:hover,
diff --git a/webui/src/components/bangumi-rss-link-row.vue b/webui/src/components/bangumi-rss-link-row.vue
index 1b3727b6..ee5c8ccc 100644
--- a/webui/src/components/bangumi-rss-link-row.vue
+++ b/webui/src/components/bangumi-rss-link-row.vue
@@ -17,7 +17,6 @@ const emit = defineEmits<{
       <span class="info-label">{{ $t('search.confirm.rss') }}:</span>
       <span class="info-value info-value--link">{{ props.link }}</span>
       <ab-icon-button
-        size="sm"
         class="copy-btn"
         :class="{ copied: props.copied }"
         :label="$t('common.copy')"
@@ -35,15 +34,14 @@ const emit = defineEmits<{
   display: flex;
   flex-direction: column;
   gap: 12px;
-  padding: 16px;
-  background: var(--color-surface-hover);
+  padding: 12px 16px;
+  border: 1px solid var(--color-border);
   border-radius: var(--radius-md);
-  margin-bottom: 16px;
 }
 
 .info-row {
   display: flex;
-  align-items: flex-start;
+  align-items: center;
   gap: 12px;
 }
 
@@ -70,29 +68,10 @@ const emit = defineEmits<{
   }
 }
 
-.copy-btn {
-  flex-shrink: 0;
-  display: flex;
-  align-items: center;
-  justify-content: center;
-  width: 28px;
-  height: 28px;
-  background: var(--color-surface);
-  border: 1px solid var(--color-border);
-  border-radius: var(--radius-sm);
-  cursor: pointer;
-  color: var(--color-text-muted);
-  transition: all var(--transition-fast);
-
-  &:hover {
-    border-color: var(--color-primary);
-    color: var(--color-primary);
-  }
-
-  &.copied {
-    background: var(--color-success);
-    border-color: var(--color-success);
-    color: #fff;
-  }
+// 复制成功只换图标并着成功色（标记，不填充）
+// 点击时指针仍悬停在按钮上（触屏 hover 会粘住），悬停态也保留成功色
+.copy-btn.copied,
+.copy-btn.copied:hover:not(:disabled) {
+  color: var(--color-success);
 }
 </style>
diff --git a/webui/src/components/basic/ab-button.vue b/webui/src/components/basic/ab-button.vue
index 628f97d0..f17d523b 100644
--- a/webui/src/components/basic/ab-button.vue
+++ b/webui/src/components/basic/ab-button.vue
@@ -28,20 +28,29 @@ function onClick(event: MouseEvent) {
 <template>
   <button
     class="ab-btn"
-    :class="[`ab-btn--${variant}`, `ab-btn--${size}`, block && 'ab-btn--block']"
+    :class="[
+      `ab-btn--${variant}`,
+      `ab-btn--${size}`,
+      block && 'ab-btn--block',
+      loading && 'ab-btn--loading',
+    ]"
     :type="type"
     :disabled="disabled || loading"
     :aria-busy="loading || undefined"
     @click="onClick"
   >
+    <!-- loading 时文字只隐藏不移除，转圈叠在原位，按钮尺寸不变 -->
+    <span class="ab-btn-label">
+      <slot name="icon" />
+      <slot />
+    </span>
     <span v-if="loading" class="ab-btn-spin" aria-hidden="true" />
-    <slot v-else name="icon" />
-    <slot />
   </button>
 </template>
 
 <style lang="scss" scoped>
 .ab-btn {
+  position: relative;
   display: inline-flex;
   align-items: center;
   justify-content: center;
@@ -132,7 +141,25 @@ function onClick(event: MouseEvent) {
   }
 }
 
+// 调用方写在按钮上的 gap / justify-content 透传给插槽内容；min-width:0 让内容可收缩、省略
+.ab-btn-label {
+  display: inline-flex;
+  align-items: center;
+  gap: inherit;
+  justify-content: inherit;
+  min-width: 0;
+  max-width: 100%;
+
+  // 用 opacity 而非 visibility：保留按钮的可访问名称
+  .ab-btn--loading & {
+    opacity: 0;
+  }
+}
+
 .ab-btn-spin {
+  position: absolute;
+  inset: 0;
+  margin: auto;
   width: 13px;
   height: 13px;
   flex-shrink: 0;
diff --git a/webui/src/components/basic/ab-input.vue b/webui/src/components/basic/ab-input.vue
index 3a956120..119190fd 100644
--- a/webui/src/components/basic/ab-input.vue
+++ b/webui/src/components/basic/ab-input.vue
@@ -153,7 +153,8 @@ function clear() {
   align-items: center;
   gap: 7px;
   width: 100%;
-  height: 36px;
+  // 与 ab-select（naive 默认 34px）、ab-button md 同高；触屏统一 44px 命中区
+  height: 34px;
   padding: 0 11px;
   background: var(--color-surface-2);
   border: 1px solid transparent;
@@ -163,7 +164,10 @@ function clear() {
 
   @include forTablet {
     width: 200px;
-    height: 30px;
+  }
+
+  @include forTouch {
+    height: var(--touch-target);
   }
 
   &:focus-within {
diff --git a/webui/src/components/basic/ab-list.vue b/webui/src/components/basic/ab-list.vue
index 4eda8890..019b9b5f 100644
--- a/webui/src/components/basic/ab-list.vue
+++ b/webui/src/components/basic/ab-list.vue
@@ -160,8 +160,11 @@ function toggleAll() {
   cursor: pointer;
   transition: background-color var(--transition-fast);
 
-  &:hover {
-    background: var(--color-surface-hover);
+  // 触屏点按后不保留悬停态
+  @media (hover: hover) {
+    &:hover {
+      background: var(--color-surface-hover);
+    }
   }
 
   &:focus-visible {
diff --git a/webui/src/components/basic/ab-offset-mismatch-dialog.vue b/webui/src/components/basic/ab-offset-mismatch-dialog.vue
index 35fff0fa..d033c8e2 100644
--- a/webui/src/components/basic/ab-offset-mismatch-dialog.vue
+++ b/webui/src/components/basic/ab-offset-mismatch-dialog.vue
@@ -1,5 +1,4 @@
 <script lang="ts" setup>
-import { TriangleAlert, X } from '@lucide/vue';
 import type { OffsetSuggestionDetail, TMDBSummary } from '#/bangumi';
 
 const props = withDefaults(
@@ -54,17 +53,12 @@ const preview = computed(() => {
   };
 });
 
-// Confidence badge color
-const confidenceColor = computed(() => {
-  switch (props.suggestion?.confidence) {
-    case 'high':
-      return 'var(--color-error)';
-    case 'medium':
-      return 'var(--color-warning)';
-    default:
-      return 'var(--color-text-muted)';
-  }
-});
+// 置信度：方块语义标记 + 墨色文字（ab-tag），颜色不承载文字
+const CONFIDENCE_TAG = {
+  high: 'danger',
+  medium: 'warning',
+  low: 'neutral',
+} as const;
 
 function handleApply() {
   emit('apply', {
@@ -86,244 +80,155 @@ function handleCancel() {
 </script>
 
 <template>
-  <Teleport to="body">
-    <Transition name="modal">
-      <div v-if="show" class="dialog-backdrop" @click.self="handleCancel">
-        <div class="dialog-modal" role="dialog" aria-modal="true">
-          <!-- Header -->
-          <header class="dialog-header">
-            <div class="header-icon">
-              <TriangleAlert :size="20" />
-            </div>
-            <h2 class="dialog-title">
-              {{ t('offset.dialog_title') }}
-            </h2>
-            <button class="close-btn" aria-label="Close" @click="handleCancel">
-              <X :size="18" />
-            </button>
-          </header>
+  <ab-modal
+    v-model:show="show"
+    size="md"
+    :title="t('offset.dialog_title')"
+    @close="emit('cancel')"
+  >
+    <!-- Bangumi title -->
+    <div class="bangumi-title">
+      {{ bangumiTitle }}
+    </div>
 
-          <!-- Content -->
-          <div class="dialog-content">
-            <!-- Bangumi title -->
-            <div class="bangumi-title">
-              {{ bangumiTitle }}
-            </div>
-
-            <!-- Comparison section -->
-            <div class="comparison">
-              <!-- RSS parsed result -->
-              <div class="comparison-box">
-                <div class="comparison-label">
-                  {{ t('offset.parsed_result') }}
-                </div>
-                <div class="comparison-value">
-                  <span class="value-label">{{ t('offset.season') }}:</span>
-                  <span class="value-num">{{ parsedSeason }}</span>
-                </div>
-                <div class="comparison-value">
-                  <span class="value-label">{{ t('offset.episode') }}:</span>
-                  <span class="value-num">{{ parsedEpisode }}</span>
-                </div>
-              </div>
-
-              <div class="comparison-vs">
-                &ne;
-              </div>
-
-              <!-- TMDB data -->
-              <div class="comparison-box">
-                <div class="comparison-label">
-                  {{ t('offset.tmdb_data') }}
-                </div>
-                <div v-if="tmdbInfo" class="comparison-value">
-                  <span class="value-label">{{ t('offset.total_seasons') }}:</span>
-                  <span class="value-num">{{ tmdbInfo.total_seasons }}</span>
-                </div>
-                <div
-                  v-if="
-                    tmdbInfo
-                      && tmdbInfo.season_episode_counts[
-                        parsedSeason + (suggestion?.season_offset ?? 0)
-                      ]
-                  "
-                  class="comparison-value"
-                >
-                  <span class="value-label">S{{ parsedSeason + (suggestion?.season_offset ?? 0) }}
-                    {{ t('offset.episode') }}:</span>
-                  <span class="value-num">{{
-                    tmdbInfo.season_episode_counts[
-                      parsedSeason + (suggestion?.season_offset ?? 0)
-                    ]
-                  }}</span>
-                </div>
-              </div>
-            </div>
-
-            <!-- Reason -->
-            <div v-if="suggestion?.reason" class="reason-section">
-              <span
-                class="reason-badge"
-                :style="{ backgroundColor: confidenceColor }"
-              >
-                {{ suggestion.confidence }}
-              </span>
-              <span class="reason-text">{{ suggestion.reason }}</span>
-            </div>
-
-            <!-- Offset inputs -->
-            <div class="offset-section">
-              <div class="offset-title">
-                {{ t('offset.suggested_offset') }}
-              </div>
-              <div class="offset-row">
-                <label class="offset-label">{{ t('offset.season_offset') }}:</label>
-                <input
-                  v-model.number="seasonOffset"
-                  type="number"
-                  class="offset-input"
-                >
-                <span class="offset-hint">&rarr; S{{ parsedSeason }}
-                  {{ t('offset.season') === '季度' ? '变为' : 'becomes' }} S{{
-                    Math.max(1, parsedSeason + seasonOffset)
-                  }}</span>
-              </div>
-              <div class="offset-row">
-                <label class="offset-label">{{ t('offset.episode_offset') }}:</label>
-                <input
-                  v-model.number="episodeOffset"
-                  type="number"
-                  class="offset-input"
-                >
-                <span class="offset-hint">&rarr; E{{ parsedEpisode }}
-                  {{ t('offset.season') === '季度' ? '保持' : 'stays' }} E{{
-                    Math.max(1, parsedEpisode + episodeOffset)
-                  }}</span>
-              </div>
-            </div>
-
-            <!-- Preview -->
-            <div class="preview-section">
-              <span class="preview-label">{{ t('offset.preview') }}:</span>
-              <span class="preview-from">{{ preview.from }}</span>
-              <span class="preview-arrow">&rarr;</span>
-              <span class="preview-to">{{ preview.to }}</span>
-            </div>
-          </div>
-
-          <!-- Footer -->
-          <footer class="dialog-footer">
-            <ab-button size="sm" variant="secondary" @click="handleCancel">
-              {{ t('offset.cancel') }}
-            </ab-button>
-            <ab-button variant="primary" size="sm" @click="handleKeep">
-              {{ t('offset.keep') }}
-            </ab-button>
-            <ab-button size="sm" variant="primary" @click="handleApply">
-              {{ t('offset.apply') }}
-            </ab-button>
-          </footer>
+    <!-- Comparison section：两列共用行轨道（subgrid），标题换行时数值行仍对齐 -->
+    <div class="comparison">
+      <!-- RSS parsed result -->
+      <div class="comparison-box">
+        <div class="comparison-label">
+          {{ t('offset.parsed_result') }}
+        </div>
+        <div class="comparison-value">
+          <span class="value-label">{{ t('offset.season') }}:</span>
+          <span class="value-num">{{ parsedSeason }}</span>
+        </div>
+        <div class="comparison-value">
+          <span class="value-label">{{ t('offset.episode') }}:</span>
+          <span class="value-num">{{ parsedEpisode }}</span>
         </div>
       </div>
-    </Transition>
-  </Teleport>
+
+      <div class="comparison-vs">
+        &ne;
+      </div>
+
+      <!-- TMDB data -->
+      <div class="comparison-box">
+        <div class="comparison-label">
+          {{ t('offset.tmdb_data') }}
+        </div>
+        <div v-if="tmdbInfo" class="comparison-value">
+          <span class="value-label">{{ t('offset.total_seasons') }}:</span>
+          <span class="value-num">{{ tmdbInfo.total_seasons }}</span>
+        </div>
+        <div
+          v-if="
+            tmdbInfo
+              && tmdbInfo.season_episode_counts[
+                parsedSeason + (suggestion?.season_offset ?? 0)
+              ]
+          "
+          class="comparison-value"
+        >
+          <span class="value-label">S{{ parsedSeason + (suggestion?.season_offset ?? 0) }}
+            {{ t('offset.episode') }}:</span>
+          <span class="value-num">{{
+            tmdbInfo.season_episode_counts[
+              parsedSeason + (suggestion?.season_offset ?? 0)
+            ]
+          }}</span>
+        </div>
+      </div>
+    </div>
+
+    <!-- Reason -->
+    <div v-if="suggestion?.reason" class="reason-section">
+      <ab-tag
+        class="reason-badge"
+        :type="CONFIDENCE_TAG[suggestion.confidence]"
+        :title="suggestion.confidence"
+      />
+      <span class="reason-text">{{ suggestion.reason }}</span>
+    </div>
+
+    <!-- Offset inputs -->
+    <div class="offset-section">
+      <div class="offset-title">
+        {{ t('offset.suggested_offset') }}
+      </div>
+      <div class="offset-row">
+        <span class="offset-label">{{ t('offset.season_offset') }}:</span>
+        <ab-input
+          v-model="seasonOffset"
+          type="number"
+          class="offset-input"
+          :aria-label="t('offset.season_offset')"
+        />
+        <span class="offset-hint">&rarr; S{{ parsedSeason }}
+          {{ t('offset.season') === '季度' ? '变为' : 'becomes' }} S{{
+            Math.max(1, parsedSeason + seasonOffset)
+          }}</span>
+      </div>
+      <div class="offset-row">
+        <span class="offset-label">{{ t('offset.episode_offset') }}:</span>
+        <ab-input
+          v-model="episodeOffset"
+          type="number"
+          class="offset-input"
+          :aria-label="t('offset.episode_offset')"
+        />
+        <span class="offset-hint">&rarr; E{{ parsedEpisode }}
+          {{ t('offset.season') === '季度' ? '保持' : 'stays' }} E{{
+            Math.max(1, parsedEpisode + episodeOffset)
+          }}</span>
+      </div>
+    </div>
+
+    <!-- Preview -->
+    <div class="preview-section">
+      <span class="preview-label">{{ t('offset.preview') }}:</span>
+      <span class="preview-from">{{ preview.from }}</span>
+      <span class="preview-arrow">&rarr;</span>
+      <span class="preview-to">{{ preview.to }}</span>
+    </div>
+
+    <template #footer>
+      <ab-button size="sm" variant="ghost" @click="handleCancel">
+        {{ t('offset.cancel') }}
+      </ab-button>
+      <ab-button size="sm" variant="secondary" @click="handleKeep">
+        {{ t('offset.keep') }}
+      </ab-button>
+      <ab-button size="sm" variant="primary" @click="handleApply">
+        {{ t('offset.apply') }}
+      </ab-button>
+    </template>
+  </ab-modal>
 </template>
 
 <style lang="scss" scoped>
-.dialog-backdrop {
-  position: fixed;
-  inset: 0;
-  display: flex;
-  align-items: center;
-  justify-content: center;
-  background: var(--color-overlay);
-  z-index: var(--z-modal);
-  padding: 16px;
-}
-
-.dialog-modal {
-  width: 100%;
-  max-width: 480px;
-  max-height: 90vh;
-  display: flex;
-  flex-direction: column;
-  background: var(--color-surface);
-  border-radius: var(--radius-xl);
-  box-shadow: var(--shadow-lg);
-  overflow: hidden;
-}
-
-.dialog-header {
-  display: flex;
-  align-items: center;
-  gap: 12px;
-  padding: 16px 20px;
-  border-bottom: 1px solid var(--color-border);
-}
-
-.header-icon {
-  display: flex;
-  align-items: center;
-  justify-content: center;
-  width: 32px;
-  height: 32px;
-  background: var(--color-surface-2);
-  color: var(--color-warning);
-  border-radius: var(--radius-sm);
-}
-
-.dialog-title {
-  flex: 1;
-  font-size: 16px;
-  font-weight: 600;
-  color: var(--color-text);
-  margin: 0;
-}
-
-.close-btn {
-  display: flex;
-  align-items: center;
-  justify-content: center;
-  width: 32px;
-  height: 32px;
-  background: transparent;
-  border: none;
-  border-radius: var(--radius-sm);
-  cursor: pointer;
-  color: var(--color-text-muted);
-  transition: all var(--transition-fast);
-
-  &:hover {
-    background: var(--color-surface-hover);
-    color: var(--color-text);
-  }
-}
-
-.dialog-content {
-  flex: 1;
-  overflow-y: auto;
-  padding: 20px;
-}
-
 .bangumi-title {
   font-size: 15px;
   font-weight: 600;
-  color: var(--color-primary);
+  color: var(--color-text);
   margin-bottom: 16px;
-  text-align: center;
 }
 
 .comparison {
-  display: flex;
-  align-items: stretch;
-  gap: 12px;
+  display: grid;
+  grid-template-columns: 1fr auto 1fr;
+  grid-template-rows: repeat(3, auto);
+  column-gap: 12px;
   margin-bottom: 16px;
 }
 
 .comparison-box {
-  flex: 1;
+  display: grid;
+  grid-row: span 3;
+  grid-template-rows: subgrid;
+  row-gap: 4px;
+  min-width: 0;
   padding: 12px;
-  background: var(--color-surface-hover);
   border-radius: var(--radius-md);
   border: 1px solid var(--color-border);
 }
@@ -332,32 +237,33 @@ function handleCancel() {
   font-size: 12px;
   font-weight: 600;
   color: var(--color-text-secondary);
-  margin-bottom: 8px;
+  margin-bottom: 4px;
   text-transform: uppercase;
 }
 
 .comparison-value {
   display: flex;
   justify-content: space-between;
+  gap: 8px;
   font-size: 13px;
-  margin-bottom: 4px;
 
   .value-label {
-    color: var(--color-text-muted);
+    color: var(--color-text-secondary);
   }
 
   .value-num {
     font-weight: 600;
     color: var(--color-text);
+    font-variant-numeric: tabular-nums;
   }
 }
 
 .comparison-vs {
+  grid-row: span 3;
   display: flex;
   align-items: center;
-  font-size: 24px;
-  color: var(--color-warning);
-  font-weight: bold;
+  font-size: 20px;
+  color: var(--color-text-muted);
 }
 
 .reason-section {
@@ -365,7 +271,6 @@ function handleCancel() {
   align-items: flex-start;
   gap: 8px;
   padding: 12px;
-  background: transparent;
   border: 1px solid var(--color-border);
   border-radius: var(--radius-md);
   margin-bottom: 16px;
@@ -373,11 +278,6 @@ function handleCancel() {
 
 .reason-badge {
   flex-shrink: 0;
-  padding: 2px 8px;
-  border-radius: var(--radius-full);
-  font-size: 11px;
-  font-weight: 600;
-  color: white;
   text-transform: uppercase;
 }
 
@@ -389,7 +289,7 @@ function handleCancel() {
 
 .offset-section {
   padding: 16px;
-  background: var(--color-surface-hover);
+  border: 1px solid var(--color-border);
   border-radius: var(--radius-md);
   margin-bottom: 16px;
 }
@@ -420,26 +320,14 @@ function handleCancel() {
 }
 
 .offset-input {
-  width: 70px;
-  height: 32px;
-  padding: 0 8px;
-  font-size: 14px;
-  text-align: center;
-  border: 1px solid var(--color-border);
-  border-radius: var(--radius-sm);
-  background: var(--color-surface);
-  color: var(--color-text);
-
-  &:focus {
-    outline: none;
-    border-color: var(--color-primary);
-  }
+  flex-shrink: 0;
+  width: 72px;
 }
 
 .offset-hint {
   flex: 1;
   font-size: 12px;
-  color: var(--color-text-muted);
+  color: var(--color-text-secondary);
 }
 
 .preview-section {
@@ -475,33 +363,4 @@ function handleCancel() {
   font-weight: 600;
   color: var(--color-primary);
 }
-
-.dialog-footer {
-  display: flex;
-  align-items: center;
-  justify-content: flex-end;
-  gap: 8px;
-  padding: 16px 20px;
-  border-top: 1px solid var(--color-border);
-}
-
-// Modal transition
-.modal-enter-active,
-.modal-leave-active {
-  transition: opacity 200ms ease;
-
-  .dialog-modal {
-    transition: transform 200ms ease, opacity 200ms ease;
-  }
-}
-
-.modal-enter-from,
-.modal-leave-to {
-  opacity: 0;
-
-  .dialog-modal {
-    transform: scale(0.95) translateY(10px);
-    opacity: 0;
-  }
-}
 </style>
diff --git a/webui/src/components/basic/ab-progress.vue b/webui/src/components/basic/ab-progress.vue
index f24b6f23..98d65602 100644
--- a/webui/src/components/basic/ab-progress.vue
+++ b/webui/src/components/basic/ab-progress.vue
@@ -1,5 +1,5 @@
 <script lang="ts" setup>
-// 细进度条（下载页）：轨道用 surface-2，进行中为主色，错误为 danger。
+// 细进度条（下载页）：轨道用半透明 muted 色（任何行底色上都可见），进行中为主色，错误为 danger。
 const { value = 0, label = '', state = 'active' } = defineProps<{
   /** 0–100 */
   value: number;
@@ -42,7 +42,7 @@ const clamped = computed(() => Math.min(100, Math.max(0, value)));
   flex: 1;
   height: 5px;
   border-radius: var(--radius-full);
-  background: var(--color-surface-2);
+  background: color-mix(in srgb, var(--color-text-muted) 30%, transparent);
   overflow: hidden;
 }
 
@@ -64,6 +64,9 @@ const clamped = computed(() => Math.min(100, Math.max(0, value)));
 
 .ab-progress-label {
   flex-shrink: 0;
+  // 固定宽度放下 '100%'，各行轨道等长、数字右对齐
+  min-width: 4ch;
+  text-align: right;
   font-family: var(--font-mono);
   font-size: 11.5px;
   font-variant-numeric: tabular-nums;
diff --git a/webui/src/components/basic/ab-select.vue b/webui/src/components/basic/ab-select.vue
index c20f284d..7a38709b 100644
--- a/webui/src/components/basic/ab-select.vue
+++ b/webui/src/components/basic/ab-select.vue
@@ -67,6 +67,13 @@ function optionNodeProps() {
 .ab-select {
   max-width: 100%;
 
+  // 触屏与 ab-input、ab-button 同为 44px 命中区（naive 把 --n-height 写在行内样式上）
+  @include forTouch {
+    :deep(.n-base-selection) {
+      --n-height: var(--touch-target) !important;
+    }
+  }
+
   &--error {
     :deep(.n-base-selection) {
       --n-border: 1px solid var(--color-danger) !important;
diff --git a/webui/src/components/basic/ab-tags-input.vue b/webui/src/components/basic/ab-tags-input.vue
index 31d9cf2c..faa1f52b 100644
--- a/webui/src/components/basic/ab-tags-input.vue
+++ b/webui/src/components/basic/ab-tags-input.vue
@@ -3,7 +3,7 @@ import AbInput from './ab-input.vue';
 import AbTag from './ab-tag.vue';
 
 // 字符串列表输入：已有项显示为可删除的 ab-tag，回车添加新项（去重、去空白）
-defineProps<{ ariaLabel?: string }>();
+defineProps<{ ariaLabel?: string; placeholder?: string }>();
 const model = defineModel<string[]>({ default: () => [] });
 const draft = ref('');
 
@@ -36,6 +36,7 @@ function onEnter(event: KeyboardEvent) {
     <AbInput
       v-model="draft"
       :aria-label="ariaLabel"
+      :placeholder="placeholder"
       @keydown.enter.prevent="onEnter"
       @focusout="add"
     />
diff --git a/webui/src/components/basic/ab-tooltip.vue b/webui/src/components/basic/ab-tooltip.vue
index 1230d67e..7f711e74 100644
--- a/webui/src/components/basic/ab-tooltip.vue
+++ b/webui/src/components/basic/ab-tooltip.vue
@@ -1,4 +1,5 @@
 <script lang="ts" setup>
+import { useMediaQuery } from '@vueuse/core';
 import { NTooltip } from 'naive-ui';
 
 // NTooltip 的统一封装：延迟、触屏回退（点击触发）与样式只在这里定一次。
@@ -15,10 +16,18 @@ const { content = '', placement = 'top', delay = 400 } = defineProps<{
     'bottom-end';
   delay?: number;
 }>();
+
+// 触屏无法悬停：改为点击触发
+const isTouch = useMediaQuery('(hover: none) and (pointer: coarse)');
 </script>
 
 <template>
-  <NTooltip :placement="placement" :delay="delay" trigger="hover">
+  <NTooltip
+    :placement="placement"
+    :delay="delay"
+    :trigger="isTouch ? 'click' : 'hover'"
+    :style="{ maxWidth: '360px', overflowWrap: 'anywhere' }"
+  >
     <template #trigger>
       <slot />
     </template>
diff --git a/webui/src/components/calendar/calendar-board.vue b/webui/src/components/calendar/calendar-board.vue
index 42fbf079..f64657a5 100644
--- a/webui/src/components/calendar/calendar-board.vue
+++ b/webui/src/components/calendar/calendar-board.vue
@@ -51,11 +51,12 @@ const unknownGroups = computed({
       <calendar-day-column
         v-for="(key, index) in dayKeys"
         :key="key"
+        class="calendar-enter"
+        :style="{ '--delay': `${index * 0.03}s` }"
         :day-label="getDayLabel(key)"
         :is-today="isToday(index)"
         :is-dragging="isDragging"
         :groups="groupedByDay[key] || []"
-        :delay="`${index * 0.05}s`"
         @change="onDropToDay(index, $event)"
         @card-click="emit('card-click', $event)"
         @unpin="onUnpin"
@@ -65,8 +66,8 @@ const unknownGroups = computed({
     <!-- Unknown air day section (draggable source) -->
     <div
       v-if="unknownGroups.length > 0"
-      class="calendar-unknown-section anim-slide-up"
-      style="--delay: 0.4s"
+      class="calendar-unknown-section calendar-enter"
+      style="--delay: 0.2s"
     >
       <div class="calendar-unknown-header">
         <span class="calendar-day-label">{{ getDayLabel('unknown') }}</span>
@@ -101,12 +102,12 @@ const unknownGroups = computed({
 
 .calendar-grid {
   display: grid;
-  grid-template-columns: repeat(7, 1fr);
+  grid-template-columns: repeat(7, minmax(0, 1fr));
   gap: 10px;
 }
 
 .calendar-unknown-section {
-  background: var(--color-surface-hover);
+  background: var(--color-bg);
   border: 1px solid var(--color-border);
   border-radius: var(--radius-lg);
   padding: 12px;
@@ -148,26 +149,4 @@ const unknownGroups = computed({
   box-shadow: var(--shadow-lg);
   transform: rotate(2deg);
 }
-
-.anim-slide-up {
-  animation: slideUp 0.4s cubic-bezier(0.16, 1, 0.3, 1) both;
-  animation-delay: var(--delay, 0s);
-}
-
-@keyframes slideUp {
-  from {
-    opacity: 0;
-    transform: translateY(12px);
-  }
-  to {
-    opacity: 1;
-    transform: translateY(0);
-  }
-}
-
-@media (prefers-reduced-motion: reduce) {
-  .anim-slide-up {
-    animation: none;
-  }
-}
 </style>
diff --git a/webui/src/components/calendar/calendar-card.vue b/webui/src/components/calendar/calendar-card.vue
index b3ac9b8e..17a234be 100644
--- a/webui/src/components/calendar/calendar-card.vue
+++ b/webui/src/components/calendar/calendar-card.vue
@@ -1,5 +1,5 @@
 <script lang="ts" setup>
-import { ImageOff, Pin } from '@lucide/vue';
+import { ImageOff, Pin, X } from '@lucide/vue';
 import type { BangumiGroup } from './types';
 
 const props = defineProps<{
@@ -47,6 +47,9 @@ const posterSrc = computed(() =>
           </span>
         </div>
         <div class="calendar-card-overlay">
+          <div class="calendar-card-overlay-title">
+            {{ group.primary.official_title }}
+          </div>
           <div class="calendar-card-overlay-tags">
             <ab-tag :title="`S${group.primary.season}`" type="info" />
             <ab-tag
@@ -55,9 +58,6 @@ const posterSrc = computed(() =>
               type="info"
             />
           </div>
-          <div class="calendar-card-overlay-title">
-            {{ group.primary.official_title }}
-          </div>
         </div>
         <!-- Pin indicator for manually assigned -->
         <div
@@ -68,18 +68,22 @@ const posterSrc = computed(() =>
         </div>
       </div>
     </div>
-    <!-- Unpin button -->
-    <button
+    <!-- Unpin button：盖在置顶标记上，悬停 / 键盘聚焦时出现 -->
+    <ab-icon-button
       v-if="showUnpin && group.primary.weekday_locked"
       class="calendar-unpin-btn"
-      :title="$t('calendar.unpin')"
+      size="sm"
+      round
+      :label="$t('calendar.unpin')"
       @click="emit('unpin', $event)"
     >
-      &times;
-    </button>
-    <div v-if="group.rules.length > 1" class="group-badge">
-      {{ group.rules.length }}
-    </div>
+      <X :size="12" />
+    </ab-icon-button>
+    <ab-badge
+      v-if="group.rules.length > 1"
+      class="group-badge"
+      :count="group.rules.length"
+    />
   </div>
 </template>
 
@@ -91,34 +95,24 @@ const posterSrc = computed(() =>
 
 .group-badge {
   position: absolute;
-  top: -8px;
-  right: -8px;
-  min-width: 20px;
-  height: 20px;
-  padding: 0 5px;
-  border-radius: 10px;
-  background: var(--color-badge-bg);
-  color: var(--color-white);
-  font-size: 11px;
-  font-weight: 600;
-  display: flex;
-  align-items: center;
-  justify-content: center;
+  top: -6px;
+  right: -6px;
   z-index: var(--z-dropdown);
   pointer-events: none;
-  box-shadow: 0 2px 4px var(--color-badge-shadow);
 }
 
 .calendar-card {
   cursor: pointer;
   user-select: none;
-  border-radius: var(--radius-md);
+  border-radius: var(--radius-sm);
   transition: transform var(--transition-fast),
     box-shadow var(--transition-fast);
 
-  &:hover {
-    transform: translateY(-2px);
-    box-shadow: var(--shadow-md);
+  @media (hover: hover) {
+    &:hover {
+      transform: translateY(-2px);
+      box-shadow: var(--shadow-md);
+    }
   }
 
   &:focus-visible {
@@ -150,7 +144,9 @@ const posterSrc = computed(() =>
   justify-content: center;
   gap: 6px;
   padding: 8px;
-  background: var(--color-surface-hover);
+  border-radius: inherit;
+  background: var(--color-surface-2);
+  box-shadow: inset 0 0 0 1px var(--color-border);
   color: var(--color-text-muted);
   transition: background-color var(--transition-normal);
 }
@@ -163,29 +159,35 @@ const posterSrc = computed(() =>
   color: var(--color-text-secondary);
   text-align: center;
   overflow: hidden;
+  overflow-wrap: anywhere;
   display: -webkit-box;
   -webkit-box-orient: vertical;
   -webkit-line-clamp: 4;
 }
 
+// 标题与标签都放在底部，顶部两角留给置顶标记与组数徽标
 .calendar-card-overlay {
   position: absolute;
   inset: 0;
+  display: flex;
+  flex-direction: column;
+  justify-content: flex-end;
+  gap: 4px;
+  padding: 5px;
   opacity: 0;
   background: rgba(0, 0, 0, 0.3);
   backdrop-filter: blur(2px);
   transition: opacity var(--transition-normal);
 
-  .calendar-card:hover & {
-    opacity: 1;
+  @media (hover: hover) {
+    .calendar-card:hover & {
+      opacity: 1;
+    }
   }
 }
 
 .calendar-card-overlay-title {
-  position: absolute;
-  top: 6px;
-  left: 6px;
-  right: 6px;
+  padding: 0 1px;
   font-size: 11px;
   font-weight: 500;
   color: #fff;
@@ -196,10 +198,6 @@ const posterSrc = computed(() =>
 }
 
 .calendar-card-overlay-tags {
-  position: absolute;
-  bottom: 5px;
-  left: 5px;
-  right: 5px;
   display: flex;
   gap: 3px;
   flex-wrap: wrap;
@@ -222,7 +220,7 @@ const posterSrc = computed(() =>
 .calendar-card-pin {
   position: absolute;
   top: 4px;
-  right: 4px;
+  left: 4px;
   width: 20px;
   height: 20px;
   border-radius: 50%;
@@ -235,35 +233,37 @@ const posterSrc = computed(() =>
   box-shadow: 0 1px 3px rgba(0, 0, 0, 0.3);
 }
 
-// Unpin button
+// Unpin button：与置顶标记同心，悬停 / 聚焦时盖住它
 .calendar-unpin-btn {
   position: absolute;
-  top: -6px;
-  left: -6px;
-  width: 18px;
-  height: 18px;
-  border-radius: 50%;
-  background: var(--color-danger, #e74c3c);
-  color: #fff;
-  border: none;
-  font-size: 12px;
-  line-height: 1;
-  cursor: pointer;
-  display: flex;
-  align-items: center;
-  justify-content: center;
+  top: 1px;
+  left: 1px;
   z-index: var(--z-dropdown);
+  background: var(--color-surface);
+  color: var(--color-text);
+  box-shadow: var(--shadow-sm);
   opacity: 0;
-  transition: opacity var(--transition-fast);
+  // 不可见时不可点：触屏没有 hover，点卡片左上角不能静默取消置顶
+  pointer-events: none;
+  transition: opacity var(--transition-fast),
+    background-color var(--transition-fast);
 
-  .calendar-card-wrapper:hover & {
+  // 只认键盘焦点：触摸点开卡片后焦点留在卡片上，不应让按钮常显
+  .calendar-card-wrapper:has(:focus-visible) & {
     opacity: 1;
+    pointer-events: auto;
+  }
+
+  @media (hover: hover) {
+    .calendar-card-wrapper:hover & {
+      opacity: 1;
+      pointer-events: auto;
+    }
   }
 }
 
-// Pinned card subtle styling
+// Pinned card subtle styling：用 outline，悬停阴影不会盖掉它
 .calendar-card--pinned {
-  box-shadow: 0 0 0 1.5px var(--color-primary);
-  border-radius: var(--radius-md);
+  outline: 1.5px solid var(--color-primary);
 }
 </style>
diff --git a/webui/src/components/calendar/calendar-day-column.vue b/webui/src/components/calendar/calendar-day-column.vue
index f1ed28c7..789c9acb 100644
--- a/webui/src/components/calendar/calendar-day-column.vue
+++ b/webui/src/components/calendar/calendar-day-column.vue
@@ -7,7 +7,6 @@ const props = defineProps<{
   isToday: boolean;
   isDragging: boolean;
   groups: BangumiGroup[];
-  delay: string;
 }>();
 
 const emit = defineEmits<{
@@ -19,20 +18,16 @@ const emit = defineEmits<{
 
 <template>
   <div
-    class="calendar-column anim-slide-up"
+    class="calendar-column"
     :class="{
       'calendar-column--today': isToday,
       'calendar-column--drop-active': isDragging,
     }"
-    :style="{ '--delay': delay }"
   >
     <!-- Day header -->
-    <div
-      class="calendar-day-header"
-      :class="{ 'calendar-day-header--today': isToday }"
-    >
+    <div class="calendar-day-header">
       <span class="calendar-day-label">{{ dayLabel }}</span>
-      <span v-if="isToday" class="calendar-today-badge">{{
+      <span v-if="isToday" class="calendar-today-mark">{{
         $t('calendar.today')
       }}</span>
     </div>
@@ -79,8 +74,7 @@ const emit = defineEmits<{
     border-color var(--transition-normal);
 
   &--today {
-    border-color: var(--color-primary);
-    box-shadow: 0 0 0 1px var(--color-primary-light);
+    border-color: var(--color-accent);
   }
 
   &--drop-active {
@@ -95,32 +89,44 @@ const emit = defineEmits<{
   align-items: center;
   gap: 6px;
   padding: 4px 6px;
-  border-radius: var(--radius-sm);
-  transition: background-color var(--transition-fast);
-
-  &--today {
-    background: var(--color-primary-light);
-  }
+  container-type: inline-size;
 }
 
 .calendar-day-label {
   font-size: 13px;
   font-weight: 600;
   color: var(--color-text-secondary);
+  white-space: nowrap;
   transition: color var(--transition-normal);
 
-  .calendar-day-header--today & {
-    color: var(--color-primary);
+  .calendar-column--today & {
+    color: var(--color-text);
   }
 }
 
-.calendar-today-badge {
+// 今天：accent 方块标记 + 墨色文字（DESIGN：accent 只用于日历的今天）
+.calendar-today-mark {
+  display: inline-flex;
+  align-items: center;
+  gap: 5px;
   font-size: 11px;
   font-weight: 500;
-  color: var(--color-primary);
-  background: var(--color-primary-light);
-  padding: 1px 6px;
-  border-radius: var(--radius-full);
+  color: var(--color-text);
+  white-space: nowrap;
+
+  // 窄列（平板看板）只留方块；文字仍在 DOM 中供读屏
+  @container (max-width: 80px) {
+    font-size: 0;
+    gap: 0;
+  }
+
+  &::before {
+    content: '';
+    width: 8px;
+    height: 8px;
+    border-radius: 2px;
+    background: var(--color-accent);
+  }
 }
 
 .calendar-column-items {
@@ -148,26 +154,4 @@ const emit = defineEmits<{
   padding: 12px 4px;
   transition: color var(--transition-normal);
 }
-
-.anim-slide-up {
-  animation: slideUp 0.4s cubic-bezier(0.16, 1, 0.3, 1) both;
-  animation-delay: var(--delay, 0s);
-}
-
-@keyframes slideUp {
-  from {
-    opacity: 0;
-    transform: translateY(12px);
-  }
-  to {
-    opacity: 1;
-    transform: translateY(0);
-  }
-}
-
-@media (prefers-reduced-motion: reduce) {
-  .anim-slide-up {
-    animation: none;
-  }
-}
 </style>
diff --git a/webui/src/components/calendar/calendar-mobile-list.vue b/webui/src/components/calendar/calendar-mobile-list.vue
index a899716f..791a5a7b 100644
--- a/webui/src/components/calendar/calendar-mobile-list.vue
+++ b/webui/src/components/calendar/calendar-mobile-list.vue
@@ -7,7 +7,6 @@ const props = defineProps<{
   groupedByDay: Record<string, BangumiGroup[]>;
   todayIndex: number;
   getDayLabel: (key: string) => string;
-  hasBangumi: boolean;
 }>();
 
 const emit = defineEmits<{
@@ -28,8 +27,8 @@ function posterSrc(link: string | null | undefined): string {
     <template v-for="(key, index) in dayKeys" :key="key">
       <div
         v-if="groupedByDay[key].length > 0"
-        class="calendar-section anim-slide-up"
-        :style="{ '--delay': `${index * 0.05}s` }"
+        class="calendar-section calendar-enter"
+        :style="{ '--delay': `${index * 0.03}s` }"
       >
         <!-- Day divider -->
         <div
@@ -42,7 +41,7 @@ function posterSrc(link: string | null | undefined): string {
           <span class="calendar-section-label">{{ getDayLabel(key) }}</span>
           <span
             v-if="key !== 'unknown' && isToday(index)"
-            class="calendar-today-badge calendar-today-badge--small"
+            class="calendar-today-mark"
           >
             {{ $t('calendar.today') }}
           </span>
@@ -76,9 +75,11 @@ function posterSrc(link: string | null | undefined): string {
             <div class="calendar-row-info">
               <div class="calendar-row-title">
                 <span class="calendar-row-title-text">{{ group.primary.official_title }}</span>
-                <span v-if="group.rules.length > 1" class="calendar-row-badge">
-                  {{ group.rules.length }}
-                </span>
+                <ab-badge
+                  v-if="group.rules.length > 1"
+                  class="calendar-row-badge"
+                  :count="group.rules.length"
+                />
               </div>
               <div class="calendar-row-meta">
                 <ab-tag :title="`S${group.primary.season}`" type="info" />
@@ -93,14 +94,6 @@ function posterSrc(link: string | null | undefined): string {
         </div>
       </div>
     </template>
-
-    <!-- All days empty on mobile -->
-    <div
-      v-if="!hasBangumi"
-      class="calendar-empty-day calendar-empty-day--mobile"
-    >
-      {{ $t('calendar.no_data') }}
-    </div>
   </div>
 </template>
 
@@ -126,33 +119,37 @@ function posterSrc(link: string | null | undefined): string {
   transition: border-color var(--transition-normal);
 
   &--today {
-    border-bottom-color: var(--color-primary);
+    border-bottom-color: var(--color-accent);
   }
 }
 
 .calendar-section-label {
   font-size: 13px;
   font-weight: 600;
-  color: var(--color-text-muted);
+  color: var(--color-text-secondary);
   letter-spacing: 0.3px;
   transition: color var(--transition-normal);
 
   .calendar-section-header--today & {
-    color: var(--color-primary);
+    color: var(--color-text);
   }
 }
 
-.calendar-today-badge {
+// 今天：accent 方块标记 + 墨色文字（DESIGN：accent 只用于日历的今天）
+.calendar-today-mark {
+  display: inline-flex;
+  align-items: center;
+  gap: 5px;
   font-size: 11px;
   font-weight: 500;
-  color: var(--color-primary);
-  background: var(--color-primary-light);
-  padding: 1px 6px;
-  border-radius: var(--radius-full);
+  color: var(--color-text);
 
-  &--small {
-    font-size: 10px;
-    padding: 0 5px;
+  &::before {
+    content: '';
+    width: 8px;
+    height: 8px;
+    border-radius: 2px;
+    background: var(--color-accent);
   }
 }
 
@@ -171,13 +168,19 @@ function posterSrc(link: string | null | undefined): string {
   user-select: none;
   transition: background-color var(--transition-fast);
 
-  &:hover {
-    background: var(--color-surface-hover);
+  @media (hover: hover) {
+    &:hover {
+      background: var(--color-surface-2);
+    }
+  }
+
+  &:active {
+    background: var(--color-surface-2);
   }
 
   &:focus-visible {
     outline: 2px solid var(--color-primary);
-    outline-offset: 2px;
+    outline-offset: -2px;
   }
 }
 
@@ -237,53 +240,6 @@ function posterSrc(link: string | null | undefined): string {
 
 .calendar-row-badge {
   flex-shrink: 0;
-  display: inline-flex;
-  align-items: center;
-  justify-content: center;
-  min-width: 18px;
-  height: 18px;
-  padding: 0 5px;
   margin-left: 6px;
-  border-radius: 9px;
-  background: var(--color-badge-bg);
-  color: var(--color-white);
-  font-size: 11px;
-  font-weight: 600;
-  vertical-align: middle;
-}
-
-.calendar-empty-day {
-  font-size: 12px;
-  color: var(--color-text-muted);
-  text-align: center;
-  padding: 12px 4px;
-  transition: color var(--transition-normal);
-
-  &--mobile {
-    padding: 32px 16px;
-    font-size: 14px;
-  }
-}
-
-.anim-slide-up {
-  animation: slideUp 0.4s cubic-bezier(0.16, 1, 0.3, 1) both;
-  animation-delay: var(--delay, 0s);
-}
-
-@keyframes slideUp {
-  from {
-    opacity: 0;
-    transform: translateY(12px);
-  }
-  to {
-    opacity: 1;
-    transform: translateY(0);
-  }
-}
-
-@media (prefers-reduced-motion: reduce) {
-  .anim-slide-up {
-    animation: none;
-  }
 }
 </style>
diff --git a/webui/src/components/calendar/calendar-rule-list-popup.vue b/webui/src/components/calendar/calendar-rule-list-popup.vue
index 4907640d..8040b1f5 100644
--- a/webui/src/components/calendar/calendar-rule-list-popup.vue
+++ b/webui/src/components/calendar/calendar-rule-list-popup.vue
@@ -1,4 +1,5 @@
 <script lang="ts" setup>
+import { ChevronRight } from '@lucide/vue';
 import type { BangumiGroup } from './types';
 import type { BangumiRule } from '#/bangumi';
 
@@ -45,7 +46,7 @@ const show = defineModel<boolean>('show', { default: false });
             v-if="rule.filter && rule.filter.length > 0"
             class="rule-list-item-filter"
           >
-            <span class="rule-list-item-filter-label">{{ $t('homepage.rule.filter') }}:</span>
+            <span class="rule-list-item-filter-label">{{ $t('homepage.rule.filter') }}: </span>
             <span class="rule-list-item-filter-value">{{
               rule.filter.join(', ')
             }}</span>
@@ -54,9 +55,7 @@ const show = defineModel<boolean>('show', { default: false });
             {{ rule.title_raw }}
           </div>
         </div>
-        <div class="rule-list-item-arrow">
-          &rsaquo;
-        </div>
+        <ChevronRight :size="16" class="rule-list-item-arrow" />
       </div>
     </div>
   </ab-modal>
@@ -67,31 +66,38 @@ const show = defineModel<boolean>('show', { default: false });
   display: flex;
   flex-direction: column;
   gap: 4px;
-  padding: 8px;
   min-width: 300px;
 }
 
 .rule-list-hint {
   font-size: 12px;
-  color: var(--color-text-muted);
-  padding: 4px 12px 8px;
+  color: var(--color-text-secondary);
+  padding: 0 0 8px;
   border-bottom: 1px solid var(--color-border);
   margin-bottom: 4px;
 }
 
 .rule-list-item {
   display: flex;
-  align-items: flex-start;
+  align-items: center;
   justify-content: space-between;
   gap: 12px;
   min-height: var(--touch-target);
   padding: 12px;
+  // 行文字与弹窗标题对齐，悬停底色向两侧延伸到 body 内边距里
+  margin-inline: -12px;
   border-radius: var(--radius-md);
   cursor: pointer;
   transition: background-color var(--transition-fast);
 
-  &:hover {
-    background: var(--color-surface-hover);
+  @media (hover: hover) {
+    &:hover {
+      background: var(--color-surface-2);
+    }
+  }
+
+  &:active {
+    background: var(--color-surface-2);
   }
 
   &:focus-visible {
@@ -117,13 +123,13 @@ const show = defineModel<boolean>('show', { default: false });
   overflow: hidden;
   text-overflow: ellipsis;
   white-space: nowrap;
+  margin-bottom: 4px;
 }
 
 .rule-list-item-tags {
   display: flex;
   gap: 6px;
   flex-wrap: wrap;
-  margin-bottom: 4px;
 }
 
 .rule-list-item-filter {
@@ -154,9 +160,7 @@ const show = defineModel<boolean>('show', { default: false });
 }
 
 .rule-list-item-arrow {
-  font-size: 18px;
   color: var(--color-text-muted);
   flex-shrink: 0;
-  margin-top: 2px;
 }
 </style>
diff --git a/webui/src/components/layout/ab-notification-center.vue b/webui/src/components/layout/ab-notification-center.vue
index 7882f13e..17a0dfbf 100644
--- a/webui/src/components/layout/ab-notification-center.vue
+++ b/webui/src/components/layout/ab-notification-center.vue
@@ -1,7 +1,7 @@
 <script lang="ts" setup>
 import { NPopover } from 'naive-ui';
 import { createReusableTemplate } from '@vueuse/core';
-import { Bell, CircleAlert, CircleX, Info, Trash } from '@lucide/vue';
+import { Bell, Trash } from '@lucide/vue';
 import type { InboxMessage } from '@/api/notification';
 import { relativeTime } from '@/utils/relative-time';
 
@@ -26,12 +26,6 @@ const KIND_ROUTES: Record<string, string> = {
   rename_skipped: '/downloader',
 };
 
-const SEVERITY_ICONS = {
-  error: CircleX,
-  warning: CircleAlert,
-  info: Info,
-} as const;
-
 const confirmClear = ref(false);
 const bell = useTemplateRef<HTMLButtonElement>('bell');
 
@@ -56,10 +50,6 @@ function closeByEsc() {
   bell.value?.focus();
 }
 
-function severityIcon(msg: InboxMessage) {
-  return SEVERITY_ICONS[msg.severity] ?? Info;
-}
-
 function onItemClick(msg: InboxMessage) {
   store.markRead(msg.id);
   const route = KIND_ROUTES[msg.kind];
@@ -85,9 +75,11 @@ function onClearClick() {
       <div class="notification-head">
         <span class="notification-head-title">
           {{ $t('notifications.title') }}
-          <template v-if="unreadCount > 0">
-            · {{ $t('notifications.unread', { n: unreadCount }) }}
-          </template>
+          <span
+            v-if="unreadCount > 0"
+            class="notification-head-unread"
+            :title="$t('notifications.unread', { n: unreadCount })"
+          >{{ unreadCount }}</span>
         </span>
         <div class="notification-head-actions">
           <ab-button
@@ -128,9 +120,7 @@ function onClearClick() {
           @click="onItemClick(msg)"
           @keydown.enter="onItemClick(msg)"
         >
-          <div class="notification-sev" :class="`is-${msg.severity}`">
-            <Component :is="severityIcon(msg)" :size="14" />
-          </div>
+          <span class="notification-sev" :class="`is-${msg.severity}`" />
           <div class="notification-content">
             <div class="notification-title">
               {{ store.titleOf(msg) }}
@@ -211,7 +201,8 @@ function onClearClick() {
   cursor: pointer;
   user-select: none;
   color: var(--color-text-secondary);
-  transition: color var(--transition-fast), transform var(--transition-fast);
+  transition: color var(--transition-fast),
+    background-color var(--transition-fast);
   display: flex;
   align-items: center;
   justify-content: center;
@@ -229,13 +220,10 @@ function onClearClick() {
     min-height: var(--touch-target);
   }
 
+  // 与 ab-icon-button ghost 一致：状态只靠底色与墨色表达
   &:hover {
-    color: var(--color-primary);
-    transform: scale(1.1);
-  }
-
-  &:active {
-    transform: scale(0.95);
+    background: var(--color-surface-2);
+    color: var(--color-text);
   }
 
   &:focus-visible {
@@ -295,13 +283,26 @@ function onClearClick() {
 }
 
 .notification-head-title {
+  min-width: 0;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
   font-size: 13px;
   font-weight: 600;
   color: var(--color-text);
 }
 
+.notification-head-unread {
+  margin-left: 6px;
+  font-family: var(--font-mono);
+  font-variant-numeric: tabular-nums;
+  font-weight: 500;
+  color: var(--color-text-secondary);
+}
+
 .notification-head-actions {
   display: flex;
+  flex-shrink: 0;
   gap: 4px;
 }
 
@@ -351,29 +352,21 @@ function onClearClick() {
   }
 }
 
+// 严重度 = 语义色方块标记（与 ab-tag/ab-status 一致），对齐标题首行中线
 .notification-sev {
   flex-shrink: 0;
-  width: 26px;
-  height: 26px;
-  margin-top: 2px;
-  border-radius: 50%;
-  display: flex;
-  align-items: center;
-  justify-content: center;
+  width: 8px;
+  height: 8px;
+  margin-top: 6px;
+  border-radius: 2px;
+  background: var(--color-primary);
 
   &.is-error {
-    color: var(--color-danger, #ef4444);
-    background: color-mix(in srgb, var(--color-danger) 14%, transparent);
+    background: var(--color-danger);
   }
 
   &.is-warning {
-    color: var(--color-warning, #f59e0b);
-    background: color-mix(in srgb, var(--color-warning) 16%, transparent);
-  }
-
-  &.is-info {
-    color: var(--color-primary);
-    background: var(--color-primary-light);
+    background: var(--color-warning);
   }
 }
 
@@ -392,12 +385,11 @@ function onClearClick() {
 }
 
 .notification-count {
-  background: var(--color-primary-light);
-  color: var(--color-primary);
-  font-size: 10.5px;
-  font-weight: 700;
-  border-radius: 8px;
-  padding: 0 6px;
+  font-family: var(--font-mono);
+  font-variant-numeric: tabular-nums;
+  font-size: 11px;
+  font-weight: 500;
+  color: var(--color-text-secondary);
 }
 
 .notification-body {
diff --git a/webui/src/components/layout/ab-sidebar.vue b/webui/src/components/layout/ab-sidebar.vue
index 052765ad..e7925826 100644
--- a/webui/src/components/layout/ab-sidebar.vue
+++ b/webui/src/components/layout/ab-sidebar.vue
@@ -119,7 +119,6 @@ function Exit() {
     [
       h(LogOut, { size: 20 }),
       !isMobileOrTablet.value &&
-      show.value &&
       h('div', { class: 'sidebar-item-label' }, t('sidebar.logout')),
     ]
   );
@@ -140,7 +139,7 @@ function Exit() {
           :aria-expanded="show"
           @click="toggle"
         >
-          <div v-show="show" class="sidebar-title">
+          <div class="sidebar-title">
             {{ $t('sidebar.title') }}
           </div>
           <PanelLeftOpen
@@ -165,7 +164,7 @@ function Exit() {
             ]"
           >
             <Component :is="i.icon" :size="20" />
-            <div v-show="show" class="sidebar-item-label">
+            <div class="sidebar-item-label">
               {{ i.label() }}
             </div>
           </RouterLink>
@@ -175,16 +174,13 @@ function Exit() {
         <div class="sidebar-footer">
           <button
             class="sidebar-item sidebar-item--action sidebar-item--theme"
-            :title="isDark ? 'Light mode' : 'Dark mode'"
-            :aria-label="
-              isDark ? 'Switch to light mode' : 'Switch to dark mode'
-            "
+            :title="isDark ? $t('theme.light') : $t('theme.dark')"
             @click="toggleDark"
           >
             <Moon v-if="!isDark" :size="20" />
             <Sun v-else :size="20" />
-            <div v-show="show" class="sidebar-item-label">
-              {{ isDark ? 'Light' : 'Dark' }}
+            <div class="sidebar-item-label">
+              {{ isDark ? $t('theme.light') : $t('theme.dark') }}
             </div>
           </button>
           <Exit />
@@ -216,7 +212,8 @@ function Exit() {
           <div class="sidebar-footer">
             <button
               class="sidebar-item sidebar-item--action sidebar-item--theme"
-              :title="isDark ? 'Light mode' : 'Dark mode'"
+              :title="isDark ? $t('theme.light') : $t('theme.dark')"
+              :aria-label="isDark ? $t('theme.light') : $t('theme.dark')"
               @click="toggleDark"
             >
               <Moon v-if="!isDark" :size="20" />
@@ -288,7 +285,24 @@ function Exit() {
   font-weight: 600;
   color: var(--color-text);
   white-space: nowrap;
-  transition: opacity var(--transition-fast);
+}
+
+// 标签始终渲染：收起时先快速淡出，展开时等宽度过半再淡入，避免过渡中露出半截文字。
+// 用 :deep 是因为 Exit 是渲染函数，其子元素不带本组件的 scope 属性。
+.sidebar {
+  :deep(.sidebar-title),
+  :deep(.sidebar-item-label) {
+    min-width: 0;
+    overflow: hidden;
+    text-overflow: clip;
+    transition: opacity var(--transition-fast) 100ms;
+  }
+
+  &--collapsed :deep(.sidebar-title),
+  &--collapsed :deep(.sidebar-item-label) {
+    opacity: 0;
+    transition: opacity 100ms ease-in;
+  }
 }
 
 .sidebar-toggle-icon {
@@ -329,9 +343,10 @@ function Exit() {
     background-color var(--transition-fast);
   white-space: nowrap;
 
+  // 悬停用中性色，紫色只留给当前页
   &:hover {
-    color: var(--color-primary);
-    background: var(--color-primary-light);
+    color: var(--color-text);
+    background: var(--color-surface-2);
   }
 
   &:focus-visible {
@@ -339,7 +354,8 @@ function Exit() {
     outline-offset: -2px;
   }
 
-  &--active {
+  &--active,
+  &--active:hover {
     color: var(--color-primary);
     background: var(--color-primary-light);
     font-weight: 500;
@@ -363,13 +379,20 @@ function Exit() {
   }
 
   &--theme:hover {
-    color: var(--color-primary);
-    background: var(--color-primary-light);
+    color: var(--color-text);
+    background: var(--color-surface-2);
   }
 }
 
-.sidebar-item-label {
-  font-size: 14px;
+.sidebar-item {
+  // 标签收窄时图标不被压缩
+  :deep(svg) {
+    flex-shrink: 0;
+  }
+
+  :deep(.sidebar-item-label) {
+    font-size: 14px;
+  }
 }
 
 .sidebar-footer {
diff --git a/webui/src/components/market/market-confirm.vue b/webui/src/components/market/market-confirm.vue
index a88b21fd..f2c7ac3d 100644
--- a/webui/src/components/market/market-confirm.vue
+++ b/webui/src/components/market/market-confirm.vue
@@ -146,9 +146,11 @@ function permissionLabel(id: string) {
 }
 
 .confirm__title {
+  min-width: 0;
   margin: 0;
   font-size: 17px;
   font-weight: 650;
+  overflow-wrap: anywhere;
 }
 
 .confirm__version {
@@ -161,10 +163,15 @@ function permissionLabel(id: string) {
 .confirm__kv {
   display: grid;
   grid-template-columns: minmax(64px, max-content) 1fr;
+  align-items: baseline;
   gap: 8px 14px;
   margin: 0;
   font-size: 13px;
 
+  @include forMobile {
+    grid-template-columns: minmax(64px, 7.5em) 1fr;
+  }
+
   dt {
     color: var(--color-text-secondary);
   }
@@ -244,5 +251,12 @@ function permissionLabel(id: string) {
     margin-top: auto;
     background: var(--color-bg);
   }
+
+  // 手机：与详情页的整宽主按钮衔接，两个按钮平分整行
+  @media screen and (max-width: 639px) {
+    > * {
+      flex: 1;
+    }
+  }
 }
 </style>
diff --git a/webui/src/components/plugin-slot.vue b/webui/src/components/plugin-slot.vue
index b1b8067c..064db733 100644
--- a/webui/src/components/plugin-slot.vue
+++ b/webui/src/components/plugin-slot.vue
@@ -98,8 +98,8 @@ watch(
     <ab-skeleton v-if="loading" preset="lines" :count="2" />
     <ab-alert v-if="failed" type="danger" :title="$t('plugin.load_failed')">
       <span class="plugin-slot__id">{{ ui.plugin_id }}</span>
-      <span v-if="reason" class="plugin-slot__id">{{ reason }}</span>
       {{ $t('plugin.load_failed_hint') }}
+      <span v-if="reason" class="plugin-slot__reason">{{ reason }}</span>
       <template #action>
         <ab-button size="sm" @click="reload">
           {{
@@ -120,4 +120,14 @@ watch(
 .plugin-slot__id {
   font-family: var(--font-mono);
 }
+
+// 原因（多为 URL 或异常信息）单独一行，长串可在任意位置换行
+.plugin-slot__reason {
+  display: block;
+  margin-top: 4px;
+  color: var(--color-text-secondary);
+  font-family: var(--font-mono);
+  font-size: 12px;
+  overflow-wrap: anywhere;
+}
 </style>
diff --git a/webui/src/components/search/ab-search-confirm.vue b/webui/src/components/search/ab-search-confirm.vue
index 6c81d7fc..edbe9e81 100644
--- a/webui/src/components/search/ab-search-confirm.vue
+++ b/webui/src/components/search/ab-search-confirm.vue
@@ -5,9 +5,8 @@ import {
   CircleCheck,
   Copy,
   ImageOff,
-  X,
 } from '@lucide/vue';
-import { NDynamicTags, NSpin, useMessage } from 'naive-ui';
+import { NCollapseTransition, NDynamicTags, useMessage } from 'naive-ui';
 import type {
   BangumiRule,
   DetectOffsetResponse,
@@ -17,6 +16,8 @@ import type {
 
 const props = defineProps<{
   bangumi: BangumiRule;
+  /** 由父组件控制显隐，关闭时保持挂载，让 ab-modal 的离场过渡跑完 */
+  show: boolean;
 }>();
 
 const emit = defineEmits<{
@@ -32,17 +33,6 @@ const localBangumi = ref<BangumiRule>(
   JSON.parse(JSON.stringify(props.bangumi))
 );
 
-// Sync when props change
-watch(
-  () => props.bangumi,
-  (newVal) => {
-    localBangumi.value = JSON.parse(JSON.stringify(newVal));
-    // Re-detect offset when bangumi changes
-    detectOffsetMismatch();
-  },
-  { deep: true }
-);
-
 const posterSrc = computed(() =>
   resolvePosterUrl(localBangumi.value.poster_link)
 );
@@ -54,16 +44,32 @@ const showOffsetDialog = ref(false);
 const offsetSuggestion = ref<OffsetSuggestionDetail | null>(null);
 const tmdbInfo = ref<TMDBSummary | null>(null);
 
+// 每次打开时从 prop 重新拷贝并检测偏移（组件在关闭后保持挂载）
+watch(
+  () => props.show,
+  (open) => {
+    if (!open) {
+      showOffsetDialog.value = false;
+      return;
+    }
+    localBangumi.value = JSON.parse(JSON.stringify(props.bangumi));
+    detectOffsetMismatch();
+  }
+);
+
 // Detect offset mismatch on mount
 async function detectOffsetMismatch() {
   if (!localBangumi.value.official_title || !localBangumi.value.season) return;
 
+  // 组件关闭后保持挂载：晚到的结果只在同一次打开里有效
+  const target = localBangumi.value;
   try {
     const result: DetectOffsetResponse = await apiBangumi.detectOffset({
-      title: localBangumi.value.official_title,
-      parsed_season: localBangumi.value.season,
+      title: target.official_title,
+      parsed_season: target.season,
       parsed_episode: 1, // Use episode 1 as baseline for detection
     });
+    if (!props.show || localBangumi.value !== target) return;
 
     if (result.has_mismatch && result.suggestion) {
       offsetSuggestion.value = result.suggestion;
@@ -97,29 +103,34 @@ function handleOffsetCancel() {
 
 // Run detection on mount
 onMounted(() => {
-  detectOffsetMismatch();
+  if (props.show) detectOffsetMismatch();
 });
 
 // Info tags for display (just values, no labels)
+// 标记色与搜索结果一致：组=info、分辨率=success、字幕=warning、季=neutral
 const infoTags = computed(() => {
-  const tags: { value: string; type: string }[] = [];
+  const tags: {
+    value: string;
+    type: string;
+    tagType: 'info' | 'success' | 'warning' | 'neutral';
+  }[] = [];
   const { season, season_raw, dpi, subtitle, group_name } = localBangumi.value;
 
   if (season || season_raw) {
     const seasonDisplay = season_raw || (season ? `第${season}季` : '');
-    tags.push({ value: seasonDisplay, type: 'season' });
+    tags.push({ value: seasonDisplay, type: 'season', tagType: 'neutral' });
   }
 
   if (dpi) {
-    tags.push({ value: dpi, type: 'resolution' });
+    tags.push({ value: dpi, type: 'resolution', tagType: 'success' });
   }
 
   if (subtitle) {
-    tags.push({ value: subtitle, type: 'subtitle' });
+    tags.push({ value: subtitle, type: 'subtitle', tagType: 'warning' });
   }
 
   if (group_name) {
-    tags.push({ value: group_name, type: 'group' });
+    tags.push({ value: group_name, type: 'group', tagType: 'info' });
   }
 
   return tags;
@@ -156,247 +167,143 @@ function handleConfirm() {
 </script>
 
 <template>
-  <div class="confirm-backdrop" @click.self="emit('cancel')">
-    <div class="confirm-modal" role="dialog" aria-modal="true">
-      <!-- Header -->
-      <header class="confirm-header">
-        <h2 class="confirm-title">
-          {{ $t('search.confirm.title') }}
-        </h2>
-        <ab-icon-button
-          class="close-btn"
-          :label="$t('common.close')"
-          @click="emit('cancel')"
-        >
-          <X :size="18" />
-        </ab-icon-button>
-      </header>
-
-      <!-- Content -->
-      <div class="confirm-content">
-        <!-- Bangumi Info -->
-        <div class="bangumi-info">
-          <div class="bangumi-poster">
-            <template v-if="localBangumi.poster_link">
-              <img :src="posterSrc" :alt="localBangumi.official_title">
-            </template>
-            <template v-else>
-              <div class="poster-placeholder">
-                <ImageOff :size="32" />
-              </div>
-            </template>
+  <ab-modal
+    :show="show"
+    size="md"
+    :title="$t('search.confirm.title')"
+    @update:show="(value: boolean) => value || emit('cancel')"
+  >
+    <!-- Bangumi Info -->
+    <div class="bangumi-info">
+      <div class="bangumi-poster">
+        <template v-if="localBangumi.poster_link">
+          <img :src="posterSrc" :alt="localBangumi.official_title">
+        </template>
+        <template v-else>
+          <div class="poster-placeholder">
+            <ImageOff :size="32" />
           </div>
-          <div class="bangumi-meta">
-            <h3 class="bangumi-title">
-              {{ localBangumi.official_title }}
-            </h3>
-            <p v-if="localBangumi.title_raw" class="bangumi-subtitle">
-              {{ localBangumi.title_raw }}
-            </p>
-            <p v-if="localBangumi.year" class="bangumi-year">
-              {{ localBangumi.year }}
-            </p>
-          </div>
-        </div>
-
-        <!-- Info Tags -->
-        <div v-if="infoTags.length > 0" class="info-tags">
-          <div
-            v-for="tag in infoTags"
-            :key="tag.type"
-            class="info-tag"
-            :class="`info-tag--${tag.type}`"
-          >
-            {{ tag.value }}
-          </div>
-        </div>
-
-        <!-- RSS Link -->
-        <div class="rss-section">
-          <div class="info-row">
-            <span class="info-label">{{ $t('search.confirm.rss') }}:</span>
-            <span class="info-value info-value--link">
-              {{ localBangumi.rss_link?.[0] || '-' }}
-            </span>
-            <button
-              class="copy-btn"
-              :class="{ copied }"
-              :aria-label="$t('search.confirm.copy_rss')"
-              @click="copyRssLink"
-            >
-              <CircleCheck v-if="copied" :size="14" />
-              <Copy v-else :size="14" />
-            </button>
-          </div>
-        </div>
-
-        <!-- Advanced settings -->
-        <div class="advanced-section">
-          <button class="advanced-toggle" @click="showAdvanced = !showAdvanced">
-            <component
-              :is="showAdvanced ? ChevronDown : ChevronRight"
-              :size="14"
-            />
-            {{ $t('search.confirm.advanced') }}
-          </button>
-
-          <transition name="expand">
-            <div v-show="showAdvanced" class="advanced-content">
-              <!-- Filter rules row -->
-              <div class="advanced-row advanced-row--tags">
-                <label class="advanced-label">{{
-                  $t('search.confirm.filter')
-                }}</label>
-                <div class="advanced-control filter-tags">
-                  <NDynamicTags
-                    v-model:value="localBangumi.filter"
-                    size="small"
-                  />
-                </div>
-              </div>
-
-              <!-- Season Offset row -->
-              <div class="advanced-row">
-                <label class="advanced-label">{{
-                  $t('homepage.rule.season_offset')
-                }}</label>
-                <div class="advanced-control offset-controls">
-                  <ab-input
-                    v-model="localBangumi.season_offset"
-                    type="number"
-                    class="offset-input"
-                  />
-                </div>
-              </div>
-
-              <!-- Episode Offset row -->
-              <div class="advanced-row">
-                <label class="advanced-label">{{
-                  $t('homepage.rule.episode_offset')
-                }}</label>
-                <div class="advanced-control offset-controls">
-                  <ab-input
-                    v-model="localBangumi.episode_offset"
-                    type="number"
-                    class="offset-input"
-                  />
-                  <button
-                    class="detect-btn"
-                    :disabled="offsetLoading"
-                    @click="autoDetectOffset"
-                  >
-                    <NSpin v-if="offsetLoading" :size="14" />
-                    <span v-else>{{ $t('homepage.rule.auto_detect') }}</span>
-                  </button>
-                </div>
-              </div>
-            </div>
-          </transition>
-        </div>
+        </template>
+      </div>
+      <div class="bangumi-meta">
+        <h3 class="bangumi-title">
+          {{ localBangumi.official_title }}
+        </h3>
+        <p v-if="localBangumi.title_raw" class="bangumi-subtitle">
+          {{ localBangumi.title_raw }}
+        </p>
+        <p v-if="localBangumi.year" class="bangumi-year">
+          {{ localBangumi.year }}
+        </p>
       </div>
-
-      <!-- Footer -->
-      <footer class="confirm-footer">
-        <ab-button @click="emit('cancel')">
-          {{ $t('common.cancel') }}
-        </ab-button>
-        <ab-button variant="primary" @click="handleConfirm">
-          {{ $t('search.confirm.subscribe') }}
-        </ab-button>
-      </footer>
     </div>
 
-    <!-- Offset Mismatch Dialog -->
-    <ab-offset-mismatch-dialog
-      v-model:show="showOffsetDialog"
-      :bangumi-title="localBangumi.official_title"
-      :parsed-season="localBangumi.season"
-      :parsed-episode="1"
-      :tmdb-info="tmdbInfo"
-      :suggestion="offsetSuggestion"
-      @apply="handleOffsetApply"
-      @keep="handleOffsetKeep"
-      @cancel="handleOffsetCancel"
-    />
-  </div>
+    <!-- Info Tags -->
+    <div v-if="infoTags.length > 0" class="info-tags">
+      <ab-tag v-for="tag in infoTags" :key="tag.type" :type="tag.tagType">
+        {{ tag.value }}
+      </ab-tag>
+    </div>
+
+    <!-- RSS Link -->
+    <div class="rss-section">
+      <div class="info-row">
+        <span class="info-label">{{ $t('search.confirm.rss') }}:</span>
+        <span class="info-value info-value--link">
+          {{ localBangumi.rss_link?.[0] || '-' }}
+        </span>
+        <button
+          class="copy-btn"
+          :class="{ copied }"
+          :aria-label="$t('search.confirm.copy_rss')"
+          @click="copyRssLink"
+        >
+          <CircleCheck v-if="copied" :size="14" />
+          <Copy v-else :size="14" />
+        </button>
+      </div>
+    </div>
+
+    <!-- Advanced settings -->
+    <div class="advanced-section">
+      <button
+        class="advanced-toggle"
+        :aria-expanded="showAdvanced"
+        @click="showAdvanced = !showAdvanced"
+      >
+        <component
+          :is="showAdvanced ? ChevronDown : ChevronRight"
+          :size="14"
+        />
+        {{ $t('search.confirm.advanced') }}
+      </button>
+
+      <!-- 与 ab-fold-panel 同一高度过渡 -->
+      <NCollapseTransition :show="showAdvanced">
+        <!-- 两列网格：标签一列，控件统一左对齐在第二列 -->
+        <div class="advanced-content">
+          <label class="advanced-label">{{ $t('search.confirm.filter') }}</label>
+          <div class="advanced-control filter-tags">
+            <NDynamicTags v-model:value="localBangumi.filter" size="small" />
+          </div>
+
+          <label class="advanced-label">{{
+            $t('homepage.rule.season_offset')
+          }}</label>
+          <div class="advanced-control">
+            <ab-input
+              v-model="localBangumi.season_offset"
+              type="number"
+              class="offset-input"
+            />
+          </div>
+
+          <label class="advanced-label">{{
+            $t('homepage.rule.episode_offset')
+          }}</label>
+          <div class="advanced-control">
+            <ab-input
+              v-model="localBangumi.episode_offset"
+              type="number"
+              class="offset-input"
+            />
+            <ab-button
+              size="sm"
+              :loading="offsetLoading"
+              @click="autoDetectOffset"
+            >
+              {{ $t('homepage.rule.auto_detect') }}
+            </ab-button>
+          </div>
+        </div>
+      </NCollapseTransition>
+    </div>
+
+    <template #footer>
+      <ab-button @click="emit('cancel')">
+        {{ $t('common.cancel') }}
+      </ab-button>
+      <ab-button variant="primary" @click="handleConfirm">
+        {{ $t('search.confirm.subscribe') }}
+      </ab-button>
+    </template>
+  </ab-modal>
+
+  <!-- Offset Mismatch Dialog -->
+  <ab-offset-mismatch-dialog
+    v-model:show="showOffsetDialog"
+    :bangumi-title="localBangumi.official_title"
+    :parsed-season="localBangumi.season"
+    :parsed-episode="1"
+    :tmdb-info="tmdbInfo"
+    :suggestion="offsetSuggestion"
+    @apply="handleOffsetApply"
+    @keep="handleOffsetKeep"
+    @cancel="handleOffsetCancel"
+  />
 </template>
 
 <style lang="scss" scoped>
-.confirm-backdrop {
-  position: fixed;
-  inset: 0;
-  display: flex;
-  align-items: center;
-  justify-content: center;
-  background: var(--color-overlay);
-  z-index: calc(var(--z-modal) + 10);
-  padding: 16px;
-}
-
-.confirm-modal {
-  width: 100%;
-  max-width: 480px;
-  max-height: 90vh;
-  display: flex;
-  flex-direction: column;
-  background: var(--color-surface);
-  border-radius: var(--radius-xl);
-  box-shadow: var(--shadow-lg);
-  overflow: hidden;
-  animation: modal-in 200ms ease-out;
-}
-
-@keyframes modal-in {
-  from {
-    opacity: 0;
-    transform: scale(0.95) translateY(10px);
-  }
-  to {
-    opacity: 1;
-    transform: scale(1) translateY(0);
-  }
-}
-
-.confirm-header {
-  display: flex;
-  align-items: center;
-  justify-content: space-between;
-  padding: 16px 20px;
-  border-bottom: 1px solid var(--color-border);
-}
-
-.confirm-title {
-  font-size: 16px;
-  font-weight: 600;
-  color: var(--color-text);
-  margin: 0;
-}
-
-.close-btn {
-  display: flex;
-  align-items: center;
-  justify-content: center;
-  width: 32px;
-  height: 32px;
-  background: transparent;
-  border: none;
-  border-radius: var(--radius-sm);
-  cursor: pointer;
-  color: var(--color-text-muted);
-  transition: all var(--transition-fast);
-
-  &:hover {
-    background: var(--color-surface-hover);
-    color: var(--color-text);
-  }
-}
-
-.confirm-content {
-  flex: 1;
-  overflow-y: auto;
-  padding: 20px;
-}
-
 // Bangumi info section
 .bangumi-info {
   display: flex;
@@ -466,35 +373,6 @@ function handleConfirm() {
   margin-bottom: 16px;
 }
 
-.info-tag {
-  display: inline-flex;
-  align-items: center;
-  padding: 6px 14px;
-  border-radius: var(--radius-full);
-  font-size: 13px;
-  font-weight: 600;
-
-  &--season {
-    background: color-mix(in srgb, var(--color-primary) 12%, transparent);
-    color: var(--color-primary);
-  }
-
-  &--resolution {
-    background: color-mix(in srgb, var(--color-accent) 12%, transparent);
-    color: var(--color-accent);
-  }
-
-  &--subtitle {
-    background: color-mix(in srgb, var(--color-success) 12%, transparent);
-    color: var(--color-success);
-  }
-
-  &--group {
-    background: color-mix(in srgb, var(--color-warning) 12%, transparent);
-    color: var(--color-warning);
-  }
-}
-
 // RSS section
 .rss-section {
   display: flex;
@@ -586,46 +464,37 @@ function handleConfirm() {
 }
 
 .advanced-content {
-  display: flex;
-  flex-direction: column;
-  gap: 12px;
+  display: grid;
+  grid-template-columns: auto minmax(0, 1fr);
+  align-items: center;
+  gap: 12px 16px;
   padding: 16px;
-  background: var(--color-surface-hover);
+  // surface 底加发丝边框：内部 surface-2 填充的输入框和按钮才有可见边界
+  background: var(--color-surface);
+  border: 1px solid var(--color-border);
   border-radius: var(--radius-md);
   margin-top: 8px;
 }
 
-.advanced-row {
-  display: flex;
-  align-items: center;
-  justify-content: space-between;
-  gap: 12px;
-  min-height: 32px;
-
-  &--tags {
-    align-items: flex-start;
-  }
-}
-
 .advanced-label {
-  flex-shrink: 0;
   font-size: 13px;
   font-weight: 500;
   color: var(--color-text-secondary);
-  line-height: 32px;
 }
 
 .advanced-control {
   display: flex;
-  justify-content: flex-end;
+  align-items: center;
+  gap: 8px;
+  min-width: 0;
 
   :deep(.n-dynamic-tags) {
-    justify-content: flex-end;
     min-height: 32px;
+    align-items: center;
 
     .n-tag {
       height: 28px;
-      margin: 2px 0 2px 6px !important;
+      margin: 2px 6px 2px 0 !important;
     }
 
     .n-button {
@@ -634,102 +503,7 @@ function handleConfirm() {
   }
 }
 
-.offset-controls {
-  display: flex;
-  align-items: center;
-  justify-content: flex-end;
-  gap: 8px;
-  height: 32px;
-}
-
 .offset-input {
-  width: 70px;
-  height: 32px;
-  text-align: center;
-}
-
-.detect-btn {
-  display: inline-flex;
-  align-items: center;
-  justify-content: center;
-  min-width: 80px;
-  height: 32px;
-  padding: 0 14px;
-  font-size: 13px;
-  font-family: inherit;
-  font-weight: 500;
-  color: #fff;
-  background: var(--color-primary);
-  border: none;
-  border-radius: var(--radius-sm);
-  cursor: pointer;
-  white-space: nowrap;
-  transition: background-color var(--transition-fast);
-
-  &:hover:not(:disabled) {
-    background: var(--color-primary-hover);
-  }
-
-  &:disabled {
-    cursor: wait;
-  }
-}
-
-// Expand transition
-.expand-enter-active,
-.expand-leave-active {
-  transition: all var(--transition-normal);
-  overflow: hidden;
-}
-
-.expand-enter-from,
-.expand-leave-to {
-  opacity: 0;
-  max-height: 0;
-  margin-top: 0;
-  padding-top: 0;
-  padding-bottom: 0;
-}
-
-// Footer
-.confirm-footer {
-  display: flex;
-  justify-content: flex-end;
-  gap: 12px;
-  padding: 16px 20px;
-  border-top: 1px solid var(--color-border);
-}
-
-.btn {
-  height: 40px;
-  padding: 0 20px;
-  font-size: 14px;
-  font-family: inherit;
-  font-weight: 500;
-  border-radius: var(--radius-md);
-  cursor: pointer;
-  transition: all var(--transition-fast);
-
-  &-secondary {
-    background: var(--color-surface-hover);
-    border: 1px solid var(--color-border);
-    color: var(--color-text);
-
-    &:hover {
-      background: var(--color-surface);
-      border-color: var(--color-text-muted);
-    }
-  }
-
-  &-primary {
-    background: var(--color-primary);
-    border: 1px solid var(--color-primary);
-    color: #fff;
-
-    &:hover {
-      background: var(--color-primary-hover);
-      border-color: var(--color-primary-hover);
-    }
-  }
+  width: 80px;
 }
 </style>
diff --git a/webui/src/components/search/ab-search-modal.vue b/webui/src/components/search/ab-search-modal.vue
index 2865ccd7..1804dd8f 100644
--- a/webui/src/components/search/ab-search-modal.vue
+++ b/webui/src/components/search/ab-search-modal.vue
@@ -44,6 +44,15 @@ const {
 
 const subscribing = ref(false);
 
+// 确认框关闭后保留最后一次选择，ab-modal 的离场过渡期间内容不消失
+const confirmTarget = shallowRef<BangumiRule | null>(null);
+watch(selectedResult, (value) => {
+  if (value) confirmTarget.value = value;
+});
+
+// 海报加载失败（404 等）时回落到占位，不显示破图图标
+const brokenPosters = ref(new Set<string>());
+
 const showProvider = ref(false);
 const searchInputRef = useTemplateRef<HTMLInputElement>('searchInputRef');
 
@@ -82,8 +91,11 @@ onBeforeUnmount(() => {
 // Close on Escape (this component is always mounted, so the listener must
 // no-op while the modal itself is closed — otherwise Escape anywhere in the
 // app would toggle the modal open via the `close` -> toggleModal() handler).
-onKeyStroke('Escape', () => {
+onKeyStroke('Escape', (e) => {
   if (!showModal.value) return;
+  // 确认弹窗是 ab-modal（NModal / NDrawer），它自己处理 Esc。焦点在弹窗里时
+  // 这里不再处理，否则两个监听器的先后顺序会让一次 Esc 关掉整个搜索窗。
+  if ((e.target as Element | null)?.closest?.('.n-modal-container, .n-drawer-container')) return;
   if (selectedResult.value) {
     clearSelectedResult();
   } else {
@@ -856,10 +868,10 @@ function handleFilterClick(
                   >
                     {{ tag.value }} &times;
                   </button>
+                  <button class="clear-all-btn" @click="clearFilters">
+                    {{ $t('search.filter.clear') }}
+                  </button>
                 </div>
-                <button class="clear-all-btn" @click="clearFilters">
-                  {{ $t('search.filter.clear') }}
-                </button>
               </div>
               <span class="results-count">
                 <template v-if="hasActiveFilters">
@@ -875,8 +887,16 @@ function handleFilterClick(
 
           <!-- Results List -->
           <div class="results-container">
+            <!-- 加载中且尚无结果：骨架屏，避免结果区塌成窄条 -->
+            <div
+              v-if="loading && groupedResults.length === 0"
+              class="bangumi-list"
+            >
+              <ab-skeleton preset="card" :count="3" />
+            </div>
+
             <!-- Failure state (connection/server error, distinct from zero matches) -->
-            <div v-if="!loading && searchFailed" class="empty-state">
+            <div v-else-if="!loading && searchFailed" class="empty-state">
               <p>{{ $t('search.failed_hint') }}</p>
             </div>
 
@@ -906,9 +926,10 @@ function handleFilterClick(
                   <!-- Left: Poster -->
                   <div class="bangumi-poster">
                     <img
-                      v-if="group.poster_link"
+                      v-if="group.poster_link && !brokenPosters.has(group.poster_link)"
                       :src="getPosterUrl(group.poster_link)"
                       :alt="group.official_title"
+                      @error="brokenPosters.add(group.poster_link)"
                     >
                     <div v-else class="bangumi-poster-placeholder">
                       <span class="placeholder-title">{{
@@ -926,18 +947,18 @@ function handleFilterClick(
                       type="button"
                       @click="handleVariantSelect(variant)"
                     >
-                      <span class="tag tag-group">{{
-                        variant.group_name || 'Unknown'
-                      }}</span>
-                      <span v-if="getResolution(variant)" class="tag tag-res">
+                      <ab-tag type="info">
+                        {{ variant.group_name || 'Unknown' }}
+                      </ab-tag>
+                      <ab-tag v-if="getResolution(variant)" type="success">
                         {{ getResolution(variant) }}
-                      </span>
-                      <span v-if="getSubtitle(variant)" class="tag tag-sub">
+                      </ab-tag>
+                      <ab-tag v-if="getSubtitle(variant)" type="warning">
                         {{ getSubtitle(variant) }}
-                      </span>
-                      <span v-if="getSeason(variant)" class="tag tag-season">
+                      </ab-tag>
+                      <ab-tag v-if="getSeason(variant)" type="neutral">
                         {{ getSeason(variant) }}
-                      </span>
+                      </ab-tag>
                     </button>
                     <button
                       v-if="hasVariantOverflow(group)"
@@ -959,8 +980,9 @@ function handleFilterClick(
 
         <!-- Confirmation Modal -->
         <AbSearchConfirm
-          v-if="selectedResult"
-          :bangumi="selectedResult"
+          v-if="confirmTarget"
+          :show="!!selectedResult"
+          :bangumi="confirmTarget"
           @confirm="handleConfirm"
           @cancel="clearSelectedResult"
         />
@@ -1095,6 +1117,14 @@ function handleFilterClick(
   color: var(--color-text-muted);
   transition: color var(--transition-fast);
 
+  // 触屏：命中区撑满输入框高度并向两侧外扩，图标位置不变
+  @include forTouch {
+    align-self: stretch;
+    justify-content: center;
+    min-width: var(--touch-target);
+    margin: 0 -12px;
+  }
+
   &:hover {
     color: var(--color-primary);
   }
@@ -1128,7 +1158,7 @@ function handleFilterClick(
   padding: 0 10px;
   min-width: 70px;
   background: var(--color-primary);
-  color: #fff;
+  color: var(--color-white);
   border: none;
   border-radius: 0 var(--radius-md) var(--radius-md) 0;
   cursor: pointer;
@@ -1182,7 +1212,7 @@ function handleFilterClick(
 
   &:hover {
     background: var(--color-primary);
-    color: #fff;
+    color: var(--color-white);
   }
 
   &.active {
@@ -1229,97 +1259,73 @@ function handleFilterClick(
   align-items: center;
 }
 
+// 分类标记色，与 ab-tag 语义一致：组=info、分辨率=success、字幕=warning、季=neutral
+.chip-group {
+  --mark: var(--color-primary);
+}
+
+.chip-resolution {
+  --mark: var(--color-success);
+}
+
+.chip-subtitle {
+  --mark: var(--color-warning);
+}
+
+.chip-season {
+  --mark: var(--color-text-muted);
+}
+
+// Soft Ink 筛选胶囊：发丝边框 + 方形分类标记 + 墨色文字；选中态用主色
 .filter-chip {
+  display: inline-flex;
+  align-items: center;
+  gap: 6px;
   height: 28px;
-  padding: 0 12px;
+  padding: 0 10px;
   font-size: 12px;
   font-weight: 500;
   font-family: inherit;
-  border-radius: var(--radius-full);
-  border: 1px solid transparent;
+  color: var(--color-text);
+  background: var(--color-surface);
+  border: 1px solid var(--color-border);
+  border-radius: var(--radius-sm);
   cursor: pointer;
   user-select: none;
-  transition: all var(--transition-fast);
+  transition: border-color var(--transition-fast),
+    background-color var(--transition-fast);
+
+  &::before {
+    content: '';
+    width: 7px;
+    height: 7px;
+    flex-shrink: 0;
+    border-radius: 2px;
+    background: var(--mark);
+  }
+
+  &:hover:not(.disabled) {
+    border-color: var(--color-border-hover);
+  }
+
+  &.active,
+  &.active:hover {
+    border-color: var(--color-primary);
+    background: var(--color-primary-light);
+  }
+
+  &.disabled {
+    opacity: 0.45;
+    cursor: not-allowed;
+  }
 
   &:focus-visible {
     outline: 2px solid var(--color-primary);
     outline-offset: 2px;
   }
-}
 
-// Group chips - Blue/Primary
-.chip-group {
-  background: var(--color-primary-light);
-  color: var(--color-primary);
-
-  &:hover:not(.disabled),
-  &.active {
-    background: var(--color-primary);
-    color: #fff;
-  }
-
-  &.disabled {
-    background: var(--color-surface-hover);
-    color: var(--color-text-muted);
-    opacity: 0.5;
-    cursor: not-allowed;
-  }
-}
-
-// Resolution chips - Green
-.chip-resolution {
-  background: rgba(34, 197, 94, 0.15);
-  color: var(--color-success);
-
-  &:hover:not(.disabled),
-  &.active {
-    background: var(--color-success);
-    color: #fff;
-  }
-
-  &.disabled {
-    background: var(--color-surface-hover);
-    color: var(--color-text-muted);
-    opacity: 0.5;
-    cursor: not-allowed;
-  }
-}
-
-// Subtitle chips - Orange
-.chip-subtitle {
-  background: rgba(249, 115, 22, 0.15);
-  color: var(--color-accent);
-
-  &:hover:not(.disabled),
-  &.active {
-    background: var(--color-accent);
-    color: #fff;
-  }
-
-  &.disabled {
-    background: var(--color-surface-hover);
-    color: var(--color-text-muted);
-    opacity: 0.5;
-    cursor: not-allowed;
-  }
-}
-
-// Season chips - Purple
-.chip-season {
-  background: rgba(139, 92, 246, 0.15);
-  color: rgb(139, 92, 246);
-
-  &:hover:not(.disabled),
-  &.active {
-    background: rgb(139, 92, 246);
-    color: #fff;
-  }
-
-  &.disabled {
-    background: var(--color-surface-hover);
-    color: var(--color-text-muted);
-    opacity: 0.5;
-    cursor: not-allowed;
+  @include forTouch {
+    height: 36px;
   }
 }
 
@@ -1332,7 +1338,12 @@ function handleFilterClick(
   color: var(--color-text-secondary);
   background: transparent;
   border: 1px dashed var(--color-border);
-  border-radius: var(--radius-full);
+  border-radius: var(--radius-sm);
+
+  @include forTouch {
+    height: 36px;
+  }
+
   cursor: pointer;
   transition: all var(--transition-fast);
 
@@ -1345,23 +1356,34 @@ function handleFilterClick(
 
 // Filter Summary
 .filter-summary {
-  display: flex;
+  // 窄屏：首行放标签和结果数，已选胶囊另起一行占满整宽
+  display: grid;
+  grid-template-columns: minmax(0, 1fr) auto;
   align-items: center;
-  justify-content: space-between;
   margin-top: 12px;
   padding-top: 12px;
   border-top: 1px solid var(--color-border);
-  flex-wrap: wrap;
   gap: 8px;
+
+  @include forTablet {
+    display: flex;
+    align-items: flex-start;
+    justify-content: space-between;
+    flex-wrap: wrap;
+  }
 }
 
 .selected-filters {
-  display: flex;
-  align-items: center;
-  gap: 8px;
-  flex-wrap: wrap;
-  flex: 1;
-  min-width: 0;
+  display: contents;
+
+  @include forTablet {
+    display: flex;
+    align-items: center;
+    gap: 8px;
+    flex-wrap: wrap;
+    flex: 1;
+    min-width: 0;
+  }
 }
 
 .selected-label {
@@ -1371,58 +1393,56 @@ function handleFilterClick(
 }
 
 .selected-chips {
+  grid-column: 1 / -1;
   display: flex;
   flex-wrap: wrap;
   gap: 6px;
 }
 
 .selected-chip {
+  display: inline-flex;
+  align-items: center;
+  gap: 6px;
   height: 24px;
   padding: 0 8px;
   font-size: 11px;
   font-weight: 500;
   font-family: inherit;
-  border: none;
+  color: var(--color-text);
+  background: var(--color-surface);
+  border: 1px solid var(--color-border);
   border-radius: var(--radius-sm);
-  display: inline-flex;
-  align-items: center;
   cursor: pointer;
-  color: #fff;
-  transition: opacity var(--transition-fast);
+  transition: border-color var(--transition-fast);
+
+  &::before {
+    content: '';
+    width: 7px;
+    height: 7px;
+    flex-shrink: 0;
+    border-radius: 2px;
+    background: var(--mark);
+  }
 
   &:hover,
   &:focus-visible {
-    opacity: 0.8;
-  }
-
-  &.chip-group {
-    background: var(--color-primary);
-  }
-
-  &.chip-resolution {
-    background: var(--color-success);
-  }
-
-  &.chip-subtitle {
-    background: var(--color-accent);
-  }
-
-  &.chip-season {
-    background: rgb(139, 92, 246);
+    border-color: var(--color-border-hover);
   }
 }
 
 .clear-all-btn {
-  padding: 4px 10px;
+  display: inline-flex;
+  align-items: center;
+  height: 24px;
+  padding: 0 10px;
   font-size: 12px;
   font-family: inherit;
-  color: var(--color-text-muted);
+  color: var(--color-text-secondary);
   background: transparent;
   border: 1px solid var(--color-border);
   border-radius: var(--radius-sm);
   cursor: pointer;
-  transition: all var(--transition-fast);
-  flex-shrink: 0;
+  transition: border-color var(--transition-fast), color var(--transition-fast);
 
   &:hover {
     border-color: var(--color-danger);
@@ -1431,7 +1451,10 @@ function handleFilterClick(
 }
 
 .results-count {
+  grid-area: 1 / 2;
+  margin-left: auto;
   font-size: 12px;
+  line-height: 24px;
   color: var(--color-text-muted);
   flex-shrink: 0;
 }
@@ -1490,11 +1513,17 @@ function handleFilterClick(
 }
 
 .bangumi-poster {
+  // 手机上缩小海报，给变体区留出宽度
+  width: 72px;
+  height: 100px;
+  flex-shrink: 0;
+
   // Height = 4 rows: 4 * 36px + 3 * 8px = 168px
   // Width = 168px * 5/7 = 120px
-  width: 120px;
-  height: 168px;
-  flex-shrink: 0;
+  @include forTablet {
+    width: 120px;
+    height: 168px;
+  }
 
   img {
     width: 100%;
@@ -1542,16 +1571,19 @@ function handleFilterClick(
 
 .variant-chip {
   display: flex;
+  flex-wrap: wrap;
   align-items: center;
-  gap: 8px;
-  height: 36px;
-  padding: 0 6px;
+  gap: 6px;
+  max-width: 100%;
+  min-height: 36px;
+  padding: 5px 6px;
   font-family: inherit;
-  background: var(--color-surface-hover);
+  background: var(--color-surface-2);
   border: 1px solid var(--color-border);
-  border-radius: var(--radius-full);
+  border-radius: var(--radius-md);
   cursor: pointer;
-  transition: all var(--transition-fast);
+  transition: border-color var(--transition-fast),
+    background-color var(--transition-fast);
 
   @include forTouch {
     min-height: 44px;
@@ -1560,50 +1592,18 @@ function handleFilterClick(
   &:hover,
   &:focus-visible {
     border-color: var(--color-primary);
-    background: var(--color-primary);
-
-    .tag {
-      background: rgba(255, 255, 255, 0.2);
-      color: #fff;
-    }
+    background: var(--color-surface);
   }
 
   &:active {
     transform: scale(0.97);
   }
-}
 
-// Display-only tags (non-clickable) - unified with filter chips
-.tag {
-  display: inline-flex;
-  align-items: center;
-  height: 24px;
-  padding: 0 10px;
-  font-size: 12px;
-  font-weight: 500;
-  border-radius: var(--radius-full);
-  pointer-events: none;
-  transition: all var(--transition-fast);
-}
-
-.tag-group {
-  background: var(--color-primary-light);
-  color: var(--color-primary);
-}
-
-.tag-res {
-  background: rgba(34, 197, 94, 0.15);
-  color: var(--color-success);
-}
-
-.tag-sub {
-  background: rgba(249, 115, 22, 0.15);
-  color: var(--color-accent);
-}
-
-.tag-season {
-  background: rgba(139, 92, 246, 0.15);
-  color: rgb(139, 92, 246);
+  // 胶囊整体换行，组名等标签内部不折行
+  .ab-tag {
+    background: var(--color-surface);
+    pointer-events: none;
+  }
 }
 
 .variant-expand-btn {
@@ -1615,7 +1615,7 @@ function handleFilterClick(
   color: var(--color-text-secondary);
   background: transparent;
   border: 1px dashed var(--color-border);
-  border-radius: var(--radius-full);
+  border-radius: var(--radius-md);
   cursor: pointer;
   transition: all var(--transition-fast);
 
diff --git a/webui/src/components/setting/__tests__/plugin-schema-form.test.ts b/webui/src/components/setting/__tests__/plugin-schema-form.test.ts
index 60c99658..28f34452 100644
--- a/webui/src/components/setting/__tests__/plugin-schema-form.test.ts
+++ b/webui/src/components/setting/__tests__/plugin-schema-form.test.ts
@@ -112,7 +112,7 @@ describe('plugin-schema-form validation', () => {
     [{ url: 'x', n: 0 }, 'config.plugins_set.field_min'],
     [{ url: 'x', n: 11 }, 'config.plugins_set.field_max'],
     [{ url: 'x', n: 5 }, null],
-  ])('should show the error for %j', (model, error) => {
+  ])('should show the error for %j', async (model, error) => {
     const wrapper = mountForm(
       {
         properties: {
@@ -123,6 +123,9 @@ describe('plugin-schema-form validation', () => {
       },
       model
     );
+    expect(wrapper.find('[role="alert"]').exists()).toBe(false);
+    for (const field of wrapper.findAll('.ab-field'))
+      await field.trigger('focusout');
     const alert = wrapper.find('[role="alert"]');
     if (error) expect(alert.text()).toBe(error);
     else expect(alert.exists()).toBe(false);
diff --git a/webui/src/components/setting/config-access.vue b/webui/src/components/setting/config-access.vue
index 457131bf..d44b2887 100644
--- a/webui/src/components/setting/config-access.vue
+++ b/webui/src/components/setting/config-access.vue
@@ -169,6 +169,12 @@ function tokenOwner(userId: number): string {
   return ownerByUserId.value.get(userId) ?? t('access.unknown_user');
 }
 
+const TOKEN_STATUS_TAG = {
+  active: 'success',
+  expired: 'warning',
+  revoked: 'neutral',
+} as const;
+
 function tokenStatus(token: ApiTokenPublic): ApiTokenStatus {
   if (token.revoked_at !== null) return 'revoked';
   if (token.expires_at !== null) {
@@ -205,9 +211,10 @@ function tokenStatus(token: ApiTokenPublic): ApiTokenStatus {
         >
           <div class="row-main">
             <strong>{{ user.username }}</strong>
-            <span class="status-dot" :class="[{ disabled: !user.enabled }]">
-              {{ user.enabled ? $t('access.enabled') : $t('access.disabled') }}
-            </span>
+            <ab-tag
+              :type="user.enabled ? 'success' : 'neutral'"
+              :title="user.enabled ? $t('access.enabled') : $t('access.disabled')"
+            />
           </div>
           <div class="row-actions">
             <ab-switch
@@ -255,13 +262,13 @@ function tokenStatus(token: ApiTokenPublic): ApiTokenStatus {
           <div class="token-info">
             <div class="row-main">
               <strong>{{ token.name }}</strong>
-              <span class="scope-badge">{{ token.scope.toUpperCase() }}</span>
-              <span
-                class="token-status"
+              <ab-tag type="neutral" :title="token.scope.toUpperCase()" />
+              <ab-tag
                 :class="`token-status--${tokenStatus(token)}`"
+                :type="TOKEN_STATUS_TAG[tokenStatus(token)]"
               >
                 {{ $t(`access.token_status_${tokenStatus(token)}`) }}
-              </span>
+              </ab-tag>
             </div>
             <code>{{ token.prefix }}…</code>
             <small>
@@ -427,15 +434,7 @@ function tokenStatus(token: ApiTokenPublic): ApiTokenStatus {
   gap: 8px;
 }
 
-.status-dot,
-.scope-badge,
-.token-status {
-  padding: 2px 7px;
-  border-radius: var(--radius-full);
-  color: var(--color-primary);
-  background: color-mix(in srgb, var(--color-primary) 12%, transparent);
-  font-size: 11px;
-  white-space: nowrap;
+.row-main .ab-tag {
   flex-shrink: 0;
 }
 
@@ -444,21 +443,6 @@ function tokenStatus(token: ApiTokenPublic): ApiTokenStatus {
   overflow-wrap: anywhere;
 }
 
-.status-dot.disabled {
-  color: var(--color-text-secondary);
-  background: var(--color-surface-hover);
-}
-
-.token-status--expired {
-  color: var(--color-warning);
-  background: color-mix(in srgb, var(--color-warning) 12%, transparent);
-}
-
-.token-status--revoked {
-  color: var(--color-text-secondary);
-  background: var(--color-surface-hover);
-}
-
 .token-info {
   min-width: 0;
   display: flex;
diff --git a/webui/src/components/setting/config-download.vue b/webui/src/components/setting/config-download.vue
index ceffc01b..43abb932 100644
--- a/webui/src/components/setting/config-download.vue
+++ b/webui/src/components/setting/config-download.vue
@@ -204,17 +204,24 @@ const items = computed(() =>
       </div>
       <div class="instance-add" data-new-instance>
         <ab-field
-          class="instance-add-field"
           :label="$t('config.downloader_set.new_id')"
           :description="$t('config.downloader_set.new_id_hint')"
           :error="idError"
         >
-          <ab-input v-model="newId" @keyup.enter="addInstance" />
+          <!-- 按钮与输入框组成同一控件：始终同一行、垂直居中 -->
+          <div class="instance-add-control">
+            <ab-input v-model="newId" @keyup.enter="addInstance" />
+            <ab-button
+              size="sm"
+              data-action="add"
+              :disabled="!canAdd"
+              @click="addInstance"
+            >
+              <Plus :size="16" />
+              {{ $t('config.downloader_set.add') }}
+            </ab-button>
+          </div>
         </ab-field>
-        <ab-button data-action="add" :disabled="!canAdd" @click="addInstance">
-          <Plus :size="16" />
-          {{ $t('config.downloader_set.add') }}
-        </ab-button>
       </div>
     </div>
 
@@ -284,13 +291,17 @@ const items = computed(() =>
 }
 
 .instance-add {
-  display: flex;
-  align-items: flex-start;
-  gap: 8px;
   margin-top: 4px;
 }
 
-.instance-add-field {
-  flex: 1;
+.instance-add-control {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+
+  :deep(.ab-input) {
+    flex: 1 1 auto;
+    min-width: 0;
+  }
 }
 </style>
diff --git a/webui/src/components/setting/config-llm.vue b/webui/src/components/setting/config-llm.vue
index 50ae7f56..a16146ca 100644
--- a/webui/src/components/setting/config-llm.vue
+++ b/webui/src/components/setting/config-llm.vue
@@ -1,5 +1,4 @@
 <script lang="ts" setup>
-import { Info } from '@lucide/vue';
 import { NSelect } from 'naive-ui';
 import type { SelectGroupOption, SelectOption } from 'naive-ui';
 import type { LLMProviderView } from '@/api/llm';
@@ -262,10 +261,7 @@ const tuningItems = computed(() => [
 <template>
   <ab-fold-panel :title="$t('config.llm_set.title')">
     <div class="llm-section">
-      <div class="llm-hint">
-        <Info :size="16" />
-        <span>{{ $t('config.llm_set.hint') }}</span>
-      </div>
+      <ab-alert>{{ $t('config.llm_set.hint') }}</ab-alert>
 
       <ab-setting
         v-model:data="llm.enable"
@@ -273,150 +269,150 @@ const tuningItems = computed(() => [
         type="switch"
       />
 
-      <transition name="slide-fade">
-        <div v-if="llm.enable" class="llm-config">
-          <ab-field :label="() => t('config.llm_set.provider')">
+      <div v-if="llm.enable" class="llm-config">
+        <ab-field :label="() => t('config.llm_set.provider')">
+          <NSelect
+            v-model:value="llm.provider"
+            class="model-select"
+            :options="providerOptions"
+            :aria-label="t('config.llm_set.provider')"
+          />
+        </ab-field>
+
+        <ab-setting
+          v-model:data="llm.mode"
+          :label="() => t('config.llm_set.mode')"
+          type="select"
+          :prop="{ items: modeItems }"
+        />
+
+        <!-- 订阅类提供商：连接状态 chip 或 Connect 按钮 -->
+        <div v-if="isSubscription" class="llm-subscription">
+          <div v-if="selected?.connected" class="llm-connected">
+            <ab-status
+              state="running"
+              :label="
+                t('config.llm_set.connected_as', {
+                  account: selected.account_label || selected.display_name,
+                })
+              "
+            />
+            <ab-button
+              size="sm"
+              variant="ghost"
+              @click="onDisconnect(selected.id)"
+            >
+              {{ t('config.llm_set.disconnect') }}
+            </ab-button>
+          </div>
+          <ab-button
+            v-else
+            variant="primary"
+            size="sm"
+            @click="showAuthDialog = true"
+          >
+            {{ t('config.llm_set.connect') }}
+          </ab-button>
+        </div>
+
+        <!-- api_key 类（内置 + 预设）：密钥 + 模型 + base_url -->
+        <template v-if="isBuiltinLike">
+          <ab-setting
+            v-model:data="apiKey"
+            :label="() => t('config.llm_set.api_key')"
+            type="input"
+            :prop="{ type: 'password', placeholder: 'sk-...' }"
+          />
+
+          <ab-field :label="() => t('config.llm_set.model')">
             <NSelect
-              v-model:value="llm.provider"
+              v-model:value="model"
               class="model-select"
-              :options="providerOptions"
-              :aria-label="t('config.llm_set.provider')"
+              filterable
+              tag
+              :options="modelOptions"
+              :loading="modelsLoading"
+              :placeholder="modelPlaceholder"
+              :aria-label="t('config.llm_set.model')"
+              @update:show="onModelDropdownShow"
             />
           </ab-field>
 
           <ab-setting
-            v-model:data="llm.mode"
-            :label="() => t('config.llm_set.mode')"
-            type="select"
-            :prop="{ items: modeItems }"
+            v-if="selected?.needs_base_url"
+            v-model:data="baseUrl"
+            :label="() => t('config.llm_set.base_url')"
+            type="input"
+            :prop="{ type: 'url', placeholder: baseUrlPlaceholder }"
           />
+        </template>
 
-          <!-- 订阅类提供商：连接状态 chip 或 Connect 按钮 -->
-          <div v-if="isSubscription" class="llm-subscription">
-            <div v-if="selected?.connected" class="llm-connected">
-              <span class="llm-connected-dot" />
-              <span class="llm-connected-label">{{
-                t('config.llm_set.connected_as', {
-                  account: selected.account_label || selected.display_name,
-                })
-              }}</span>
+        <!-- 可下载插件：安装按钮（灰色插件先弹风险确认） -->
+        <div v-if="isDownloadable" class="llm-install">
+          <p class="llm-install-hint">
+            {{ t('config.llm_set.not_installed') }}
+          </p>
+          <ab-button
+            v-if="!confirmRisk"
+            variant="primary"
+            size="sm"
+            :loading="busyProvider === llm.provider"
+            @click="onInstall(llm.provider)"
+          >
+            {{ t('config.llm_set.install') }}
+          </ab-button>
+          <div v-else class="llm-risk">
+            <p class="llm-risk-text">
+              {{ t('config.llm_set.risk_notice') }}
+            </p>
+            <div class="llm-risk-actions">
               <ab-button
                 size="sm"
-                variant="ghost"
-                @click="onDisconnect(selected.id)"
+                variant="secondary"
+                @click="confirmRisk = false"
               >
-                {{ t('config.llm_set.disconnect') }}
+                {{ t('config.llm_set.risk_cancel') }}
+              </ab-button>
+              <ab-button
+                variant="danger"
+                size="sm"
+                :loading="busyProvider === llm.provider"
+                @click="onInstall(llm.provider)"
+              >
+                {{ t('config.llm_set.risk_confirm') }}
               </ab-button>
             </div>
-            <ab-button
-              v-else
-              variant="primary"
-              size="sm"
-              @click="showAuthDialog = true"
-            >
-              {{ t('config.llm_set.connect') }}
-            </ab-button>
           </div>
-
-          <!-- api_key 类（内置 + 预设）：密钥 + 模型 + base_url -->
-          <template v-if="isBuiltinLike">
-            <ab-setting
-              v-model:data="apiKey"
-              :label="() => t('config.llm_set.api_key')"
-              type="input"
-              :prop="{ type: 'password', placeholder: 'sk-...' }"
-            />
-
-            <ab-field :label="() => t('config.llm_set.model')">
-              <NSelect
-                v-model:value="model"
-                class="model-select"
-                filterable
-                tag
-                :options="modelOptions"
-                :loading="modelsLoading"
-                :placeholder="modelPlaceholder"
-                :aria-label="t('config.llm_set.model')"
-                @update:show="onModelDropdownShow"
-              />
-            </ab-field>
-
-            <ab-setting
-              v-if="selected?.needs_base_url"
-              v-model:data="baseUrl"
-              :label="() => t('config.llm_set.base_url')"
-              type="input"
-              :prop="{ type: 'url', placeholder: baseUrlPlaceholder }"
-            />
-          </template>
-
-          <!-- 可下载插件：安装按钮（灰色插件先弹风险确认） -->
-          <div v-if="isDownloadable" class="llm-install">
-            <p class="llm-install-hint">
-              {{ t('config.llm_set.not_installed') }}
-            </p>
-            <ab-button
-              v-if="!confirmRisk"
-              variant="primary"
-              size="sm"
-              :loading="busyProvider === llm.provider"
-              @click="onInstall(llm.provider)"
-            >
-              {{ t('config.llm_set.install') }}
-            </ab-button>
-            <div v-else class="llm-risk">
-              <p class="llm-risk-text">
-                {{ t('config.llm_set.risk_notice') }}
-              </p>
-              <div class="llm-risk-actions">
-                <ab-button
-                  size="sm"
-                  variant="secondary"
-                  @click="confirmRisk = false"
-                >
-                  {{ t('config.llm_set.risk_cancel') }}
-                </ab-button>
-                <ab-button
-                  variant="danger"
-                  size="sm"
-                  :loading="busyProvider === llm.provider"
-                  @click="onInstall(llm.provider)"
-                >
-                  {{ t('config.llm_set.risk_confirm') }}
-                </ab-button>
-              </div>
-            </div>
-          </div>
-
-          <!-- 已安装的非内置提供商：卸载入口 -->
-          <div
-            v-if="selected && !selected.builtin && selected.plugin_version"
-            class="llm-uninstall"
-          >
-            <ab-button
-              size="sm"
-              variant="danger"
-              :loading="busyProvider === selected.id"
-              @click="onUninstall(selected.id)"
-            >
-              {{ t('config.llm_set.uninstall') }}
-            </ab-button>
-          </div>
-
-          <!-- 超时/缓存/并发/熔断调优项 -->
-          <advanced-section v-model:open="showTuning">
-            <ab-setting
-              v-for="item in tuningItems"
-              :key="item.key"
-              v-model:data="llm[item.key]"
-              :label="() => item.label"
-              type="input"
-              css="w-72"
-              :prop="{ type: 'number', min: 0 }"
-            />
-          </advanced-section>
         </div>
-      </transition>
+
+        <!-- 已安装的非内置提供商：卸载入口 -->
+        <div
+          v-if="selected && !selected.builtin && selected.plugin_version"
+          class="llm-uninstall"
+        >
+          <ab-button
+            size="sm"
+            variant="danger"
+            :loading="busyProvider === selected.id"
+            @click="onUninstall(selected.id)"
+          >
+            {{ t('config.llm_set.uninstall') }}
+          </ab-button>
+        </div>
+
+        <!-- 超时/缓存/并发/熔断调优项 -->
+        <advanced-section v-model:open="showTuning">
+          <ab-setting
+            v-for="item in tuningItems"
+            :key="item.key"
+            v-model:data="llm[item.key]"
+            :label="() => item.label"
+            type="input"
+            css="w-72"
+            :prop="{ type: 'number', min: 0 }"
+          />
+        </advanced-section>
+      </div>
     </div>
 
     <llm-auth-dialog
@@ -436,24 +432,6 @@ const tuningItems = computed(() => [
   gap: 16px;
 }
 
-.llm-hint {
-  display: flex;
-  align-items: center;
-  gap: 8px;
-  padding: 8px 12px;
-  border-radius: var(--radius-sm);
-  background: color-mix(in srgb, var(--color-primary) 8%, transparent);
-  border: 1px solid color-mix(in srgb, var(--color-primary) 25%, transparent);
-  color: var(--color-text-secondary);
-  font-size: 12px;
-  transition: background-color var(--transition-normal),
-    border-color var(--transition-normal);
-
-  svg {
-    flex-shrink: 0;
-  }
-}
-
 .llm-config {
   display: flex;
   flex-direction: column;
@@ -461,9 +439,10 @@ const tuningItems = computed(() => [
   padding-top: 4px;
 }
 
-.model-select {
+// 与 ab-field 控件列同宽（.n-select 提高优先级，压过 ab-field 的 width: auto）
+.llm-config .model-select.n-select {
   @include forTablet {
-    max-width: 260px;
+    width: 200px;
   }
 }
 
@@ -475,24 +454,22 @@ const tuningItems = computed(() => [
   gap: 8px;
 }
 
+// 按钮落在控件列的右边缘，不拉成整行
+.llm-subscription,
+.llm-uninstall {
+  align-items: flex-end;
+}
+
+.llm-install > .ab-btn {
+  align-self: flex-end;
+}
+
 .llm-connected {
   display: flex;
   align-items: center;
   gap: 8px;
 }
 
-.llm-connected-dot {
-  width: 8px;
-  height: 8px;
-  border-radius: 50%;
-  background: var(--color-success, #22c55e);
-}
-
-.llm-connected-label {
-  font-size: 13px;
-  color: var(--color-text);
-}
-
 .llm-install-hint {
   font-size: 12px;
   color: var(--color-text-secondary);
@@ -517,18 +494,4 @@ const tuningItems = computed(() => [
   display: flex;
   gap: 8px;
 }
-
-.slide-fade-enter-active {
-  transition: all 0.2s ease-out;
-}
-
-.slide-fade-leave-active {
-  transition: all 0.15s ease-in;
-}
-
-.slide-fade-enter-from,
-.slide-fade-leave-to {
-  opacity: 0;
-  transform: translateY(-8px);
-}
 </style>
diff --git a/webui/src/components/setting/config-notification.vue b/webui/src/components/setting/config-notification.vue
index 7836edab..2676cffe 100644
--- a/webui/src/components/setting/config-notification.vue
+++ b/webui/src/components/setting/config-notification.vue
@@ -74,10 +74,14 @@ const providerFields: Record<
     },
   ],
   bark: [
-    { key: 'device_key', label: 'Device Key', placeholder: 'device key' },
+    {
+      key: 'device_key',
+      label: () => t('config.notification_set.device_key'),
+      placeholder: 'device key',
+    },
     {
       key: 'server_url',
-      label: 'Server URL (optional)',
+      label: () => t('config.notification_set.server_url_optional'),
       placeholder: 'https://api.day.app',
     },
     {
@@ -115,7 +119,7 @@ const providerFields: Record<
   gotify: [
     {
       key: 'server_url',
-      label: 'Server URL',
+      label: () => t('config.notification_set.server_url'),
       placeholder: 'https://gotify.example.com',
     },
     { key: 'token', label: 'App Token', placeholder: 'app token' },
@@ -132,7 +136,7 @@ const providerFields: Record<
     },
     {
       key: 'template',
-      label: 'Template (JSON)',
+      label: () => t('config.notification_set.template'),
       placeholder: '{"title": "{{title}}", "episode": {{episode}}}',
     },
   ],
@@ -342,9 +346,11 @@ function getFieldsForType(type: string) {
               <div v-if="brandIcons[provider.type]" :class="brandIcons[provider.type]" />
               <component :is="lucideIcons[provider.type] ?? Bell" v-else :size="16" />
               {{ getProviderLabel(provider.type) }}
-              <span v-if="!provider.enabled" class="disabled-badge">
-                {{ $t('config.notification_set.disabled') }}
-              </span>
+              <ab-tag
+                v-if="!provider.enabled"
+                type="danger"
+                :title="$t('config.notification_set.disabled')"
+              />
             </div>
           </div>
           <div class="provider-actions">
@@ -387,13 +393,13 @@ function getFieldsForType(type: string) {
         </div>
 
         <!-- Test result message -->
-        <div
+        <ab-alert
           v-if="listResult"
           class="test-result"
-          :class="listResult.success ? 'test-success' : 'test-error'"
+          :type="listResult.success ? 'info' : 'danger'"
         >
           {{ listResult.message }}
-        </div>
+        </ab-alert>
 
         <div class="line" />
 
@@ -453,13 +459,13 @@ function getFieldsForType(type: string) {
           {{ $t('config.notification_set.plugin_hint') }}
         </p>
 
-        <div
+        <ab-alert
           v-if="dialogResult"
           class="test-result"
-          :class="dialogResult.success ? 'test-success' : 'test-error'"
+          :type="dialogResult.success ? 'info' : 'danger'"
         >
           {{ dialogResult.message }}
-        </div>
+        </ab-alert>
       </div>
 
       <template #footer>
@@ -529,13 +535,13 @@ function getFieldsForType(type: string) {
           {{ $t('config.notification_set.plugin_hint') }}
         </p>
 
-        <div
+        <ab-alert
           v-if="dialogResult"
           class="test-result"
-          :class="dialogResult.success ? 'test-success' : 'test-error'"
+          :type="dialogResult.success ? 'info' : 'danger'"
         >
           {{ dialogResult.message }}
-        </div>
+        </ab-alert>
       </div>
 
       <template #footer>
@@ -573,23 +579,20 @@ function getFieldsForType(type: string) {
   justify-content: space-between;
   gap: 12px;
   padding: 12px;
-  background: var(--color-surface-elevated, #f9fafb);
-  border-radius: 8px;
-  transition: background-color var(--transition-normal),
-    opacity var(--transition-normal);
-
-  :root.dark & {
-    background: var(--color-surface-elevated, #1f2937);
-  }
-}
-
-.provider-disabled {
-  opacity: 0.5;
+  background: var(--color-surface-2);
+  border-radius: var(--radius-md);
+  transition: background-color var(--transition-normal);
 }
 
 .provider-info {
   flex: 1;
   min-width: 0;
+  transition: opacity var(--transition-normal);
+
+  // 停用只淡化信息区，“重新启用”等操作按钮保持可点的样子
+  .provider-disabled & {
+    opacity: 0.5;
+  }
 }
 
 .provider-name {
@@ -606,17 +609,6 @@ function getFieldsForType(type: string) {
   }
 }
 
-.disabled-badge {
-  white-space: nowrap;
-  font-size: 11px;
-  font-weight: 500;
-  padding: 2px 6px;
-  border-radius: 4px;
-  background: var(--color-danger);
-  color: white;
-  opacity: 0.8;
-}
-
 .provider-actions {
   display: flex;
   align-items: center;
@@ -667,24 +659,4 @@ function getFieldsForType(type: string) {
   font-size: 12px;
   color: var(--color-text-secondary);
 }
-
-.test-result {
-  font-size: 12px;
-  padding: 8px 12px;
-  border-radius: 6px;
-}
-
-.test-success {
-  color: var(--color-success, #22c55e);
-  background: color-mix(
-    in srgb,
-    var(--color-success, #22c55e) 10%,
-    transparent
-  );
-}
-
-.test-error {
-  color: var(--color-danger, #ef4444);
-  background: color-mix(in srgb, var(--color-danger, #ef4444) 10%, transparent);
-}
 </style>
diff --git a/webui/src/components/setting/config-passkey.vue b/webui/src/components/setting/config-passkey.vue
index f38d66fb..c96afde1 100644
--- a/webui/src/components/setting/config-passkey.vue
+++ b/webui/src/components/setting/config-passkey.vue
@@ -88,12 +88,12 @@ function formatDate(dateString: string | null): string {
       </div>
 
       <!-- 加载中 -->
-      <div v-else-if="loading" class="text-gray-500 text-14">
+      <div v-else-if="loading" class="passkey-muted text-14">
         {{ $t('passkey.loading') }}
       </div>
 
       <!-- 无 Passkey -->
-      <div v-else-if="passkeys.length === 0" class="text-gray-500 text-14">
+      <div v-else-if="passkeys.length === 0" class="passkey-muted text-14">
         {{ $t('passkey.no_passkeys') }}
       </div>
 
@@ -102,23 +102,26 @@ function formatDate(dateString: string | null): string {
         <div
           v-for="passkey in passkeys"
           :key="passkey.id"
-          class="flex justify-between items-center p-12 bg-gray-50 rounded-8"
+          class="passkey-row"
         >
           <div>
             <div class="font-medium">
               {{ passkey.name }}
             </div>
-            <div class="text-12 text-gray-500">
+            <div class="passkey-muted text-12">
               {{ $t('passkey.created_at') }}:
               {{ formatDate(passkey.created_at) }}
             </div>
-            <div v-if="passkey.last_used_at" class="text-12 text-gray-500">
+            <div v-if="passkey.last_used_at" class="passkey-muted text-12">
               {{ $t('passkey.last_used') }}:
               {{ formatDate(passkey.last_used_at) }}
             </div>
-            <div v-if="passkey.backup_eligible" class="text-12 text-green-600">
-              {{ $t('passkey.synced') }}
-            </div>
+            <ab-tag
+              v-if="passkey.backup_eligible"
+              type="success"
+              class="passkey-synced"
+              :title="$t('passkey.synced')"
+            />
           </div>
           <ab-icon-button
             size="sm"
@@ -162,7 +165,7 @@ function formatDate(dateString: string | null): string {
           />
         </ab-field>
 
-        <div class="text-14 text-gray-500">
+        <div class="passkey-muted text-14">
           {{ $t('passkey.register_hint') }}
         </div>
       </div>
@@ -183,3 +186,23 @@ function formatDate(dateString: string | null): string {
     </ab-modal>
   </ab-fold-panel>
 </template>
+
+<style lang="scss" scoped>
+// 主题色令牌：深色模式下行底与说明文字随 .dark 切换
+.passkey-row {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  padding: 12px;
+  background: var(--color-surface-2);
+  border-radius: var(--radius-md);
+}
+
+.passkey-muted {
+  color: var(--color-text-secondary);
+}
+
+.passkey-synced {
+  margin-top: 4px;
+}
+</style>
diff --git a/webui/src/components/setting/config-plugins.vue b/webui/src/components/setting/config-plugins.vue
index 5cdcc4bd..3e8a28b8 100644
--- a/webui/src/components/setting/config-plugins.vue
+++ b/webui/src/components/setting/config-plugins.vue
@@ -146,7 +146,11 @@ async function setEnabled(plugin: PluginInfo, enabled: boolean) {
   run(plugin.id, () => apiPlugins.update(plugin.id, { enabled }));
 }
 
+// 选项表单只在失焦后显示错误；保存时让未碰过的字段也显示
+const forms: Record<string, InstanceType<typeof PluginSchemaForm> | null> = {};
+
 async function saveOptions(plugin: PluginInfo) {
+  forms[plugin.id]?.showErrors();
   const ok = await run(plugin.id, () =>
     apiPlugins.update(plugin.id, { options: drafts.value[plugin.id] }));
   if (ok) message.success(t('config.plugins_set.save_success'));
@@ -283,6 +287,7 @@ onActivated(async () => {
           </summary>
           <template v-if="plugin.config_schema">
             <PluginSchemaForm
+              :ref="(el) => (forms[plugin.id] = el as typeof forms[string])"
               v-model="drafts[plugin.id]"
               :fields="
                 localizeFields(t, plugin, schemaFields(plugin.config_schema))
@@ -377,6 +382,22 @@ onActivated(async () => {
   gap: 6px;
 }
 
+// 选项区高度过渡（与 ab-fold-panel 一致）；不支持 ::details-content 的浏览器退化为即时切换
+.plugin__options {
+  interpolate-size: allow-keywords;
+
+  &::details-content {
+    height: 0;
+    overflow: clip;
+    transition: height var(--transition-normal),
+      content-visibility var(--transition-normal) allow-discrete;
+  }
+
+  &[open]::details-content {
+    height: auto;
+  }
+}
+
 .plugin__options summary {
   display: flex;
   align-items: center;
@@ -385,6 +406,7 @@ onActivated(async () => {
   min-height: var(--touch-target);
   cursor: pointer;
   font-size: 13px;
+  transition: margin-bottom var(--transition-normal);
 
   svg {
     flex-shrink: 0;
diff --git a/webui/src/components/setting/config-search-provider.vue b/webui/src/components/setting/config-search-provider.vue
index 2b471bee..542df644 100644
--- a/webui/src/components/setting/config-search-provider.vue
+++ b/webui/src/components/setting/config-search-provider.vue
@@ -1,5 +1,5 @@
 <script lang="ts" setup>
-import { Plus, SquarePen, Trash } from '@lucide/vue';
+import { Pencil, Plus, Trash } from '@lucide/vue';
 import { useConfirm } from '@/hooks/useConfirm';
 import {
   buildNexusPhpSearchUrl,
@@ -229,30 +229,31 @@ function validateUrl(url: string): boolean {
           <div class="provider-info">
             <div class="provider-name">
               {{ provider.name }}
-              <span
+              <ab-tag
                 v-if="isDefaultProvider(provider.name)"
-                class="default-badge"
-              >
-                {{ $t('config.search_provider_set.default') }}
-              </span>
+                type="neutral"
+                :title="$t('config.search_provider_set.default')"
+              />
             </div>
             <div class="provider-url" :title="provider.url">
               {{ provider.url }}
             </div>
           </div>
           <div class="provider-actions">
-            <ab-button
+            <ab-icon-button
               size="sm"
-              variant="secondary"
+              :label="$t('config.search_provider_set.edit_title')"
               @click="openEditDialog(provider, index)"
             >
-              <SquarePen :size="16" />
-            </ab-button>
+              <Pencil :size="16" />
+            </ab-icon-button>
+            <!-- 默认源不能删除：按钮隐藏但占位，各行编辑按钮保持同一列 -->
             <ab-icon-button
-              v-if="!isDefaultProvider(provider.name)"
               size="sm"
               class="provider-delete"
+              :class="{ 'provider-delete--hidden': isDefaultProvider(provider.name) }"
               :label="$t('config.search_provider_set.remove')"
+              :disabled="isDefaultProvider(provider.name)"
               @click="onDeleteClick(index)"
             >
               <Trash :size="16" />
@@ -304,7 +305,14 @@ function validateUrl(url: string): boolean {
         </ab-field>
 
         <template v-if="formMode === 'custom'">
-          <ab-field :label="$t('config.search_provider_set.url')">
+          <ab-field
+            :label="$t('config.search_provider_set.url')"
+            :error="
+              formUrl && !validateUrl(formUrl)
+                ? $t('config.search_provider_set.url_missing_placeholder')
+                : ''
+            "
+          >
             <ab-input
               v-model="formUrl"
               type="text"
@@ -312,13 +320,6 @@ function validateUrl(url: string): boolean {
               @keyup.enter="handleAdd"
             />
           </ab-field>
-
-          <div
-            v-if="formUrl && !validateUrl(formUrl)"
-            class="validation-warning"
-          >
-            {{ $t('config.search_provider_set.url_missing_placeholder') }}
-          </div>
         </template>
 
         <template v-else>
@@ -342,7 +343,14 @@ function validateUrl(url: string): boolean {
             />
           </ab-field>
 
-          <ab-field :label="$t('config.search_provider_set.category_id')">
+          <ab-field
+            :label="$t('config.search_provider_set.category_id')"
+            :error="
+              formCategoryId && !categoryIdsValid
+                ? $t('config.search_provider_set.category_id_invalid')
+                : ''
+            "
+          >
             <ab-input
               v-model="formCategoryId"
               type="text"
@@ -353,13 +361,6 @@ function validateUrl(url: string): boolean {
             />
           </ab-field>
 
-          <div
-            v-if="formCategoryId && !categoryIdsValid"
-            class="validation-warning"
-          >
-            {{ $t('config.search_provider_set.category_id_invalid') }}
-          </div>
-
           <div class="hint-text">
             {{ $t('config.search_provider_set.nexusphp_hint') }}
           </div>
@@ -404,7 +405,14 @@ function validateUrl(url: string): boolean {
           />
         </ab-field>
 
-        <ab-field :label="$t('config.search_provider_set.url')">
+        <ab-field
+          :label="$t('config.search_provider_set.url')"
+          :error="
+            formUrl && !validateUrl(formUrl)
+              ? $t('config.search_provider_set.url_missing_placeholder')
+              : ''
+          "
+        >
           <ab-input
             v-model="formUrl"
             type="text"
@@ -412,10 +420,6 @@ function validateUrl(url: string): boolean {
             @keyup.enter="handleEdit"
           />
         </ab-field>
-
-        <div v-if="formUrl && !validateUrl(formUrl)" class="validation-warning">
-          {{ $t('config.search_provider_set.url_missing_placeholder') }}
-        </div>
       </div>
 
       <template #footer>
@@ -444,13 +448,9 @@ function validateUrl(url: string): boolean {
   justify-content: space-between;
   gap: 12px;
   padding: 12px;
-  background: var(--color-surface-elevated, #f9fafb);
-  border-radius: 8px;
+  background: var(--color-surface-2);
+  border-radius: var(--radius-md);
   transition: background-color var(--transition-normal);
-
-  :root.dark & {
-    background: var(--color-surface-elevated, #1f2937);
-  }
 }
 
 .provider-info {
@@ -467,16 +467,6 @@ function validateUrl(url: string): boolean {
   gap: 8px;
 }
 
-.default-badge {
-  font-size: 11px;
-  font-weight: 500;
-  padding: 2px 6px;
-  border-radius: 4px;
-  background: var(--color-primary);
-  color: white;
-  opacity: 0.8;
-}
-
 .provider-url {
   font-size: 12px;
   color: var(--color-text-secondary);
@@ -507,22 +497,11 @@ function validateUrl(url: string): boolean {
   font-family: ui-monospace, SFMono-Regular, 'SF Mono', Menlo, Consolas,
     monospace;
   padding: 8px 12px;
-  background: var(--color-surface-elevated, #f9fafb);
-  border-radius: 6px;
+  background: var(--color-surface-2);
+  border-radius: var(--radius-md);
   word-break: break-all;
-
-  :root.dark & {
-    background: var(--color-surface-elevated, #1f2937);
-  }
 }
 
-.validation-warning {
-  font-size: 12px;
-  color: var(--color-danger, #ef4444);
-  padding: 8px 12px;
-  background: color-mix(in srgb, var(--color-danger, #ef4444) 10%, transparent);
-  border-radius: 6px;
-}
 .provider-delete {
   color: var(--color-danger);
 
@@ -530,5 +509,9 @@ function validateUrl(url: string): boolean {
     color: var(--color-danger);
     background: color-mix(in srgb, var(--color-danger) 12%, transparent);
   }
+
+  &--hidden {
+    visibility: hidden;
+  }
 }
 </style>
diff --git a/webui/src/components/setting/llm-auth-dialog.vue b/webui/src/components/setting/llm-auth-dialog.vue
index 10e02478..d8ec012a 100644
--- a/webui/src/components/setting/llm-auth-dialog.vue
+++ b/webui/src/components/setting/llm-auth-dialog.vue
@@ -1,5 +1,4 @@
 <script lang="ts" setup>
-import { NInput, NModal } from 'naive-ui';
 import type { LLMAuthChallenge } from '@/api/llm';
 
 const props = defineProps<{
@@ -28,18 +27,22 @@ function stopPolling() {
   }
 }
 
+// 内容留到下次打开再清空，弹窗淡出时不切换成等待文字
 function close() {
   stopPolling();
-  challenge.value = null;
-  pastedCode.value = '';
   show.value = false;
 }
 
 async function begin() {
+  challenge.value = null;
+  pastedCode.value = '';
   loading.value = true;
   try {
-    challenge.value = await apiLLM.beginAuth(props.providerId);
-    if (challenge.value.method === 'device_code') startPolling();
+    const result = await apiLLM.beginAuth(props.providerId);
+    // 请求返回前弹窗已关闭：丢弃结果，不在隐藏的弹窗里轮询
+    if (!show.value) return;
+    challenge.value = result;
+    if (result.method === 'device_code') startPolling();
   } catch {
     message.error(t('config.llm_set.auth_failed'));
     close();
@@ -88,21 +91,20 @@ async function submitCode() {
   }
 }
 
+// ab-modal 的 X/遮罩/Esc/抽屉下滑只改 show，关闭时在这里统一清理
 watch(show, (visible) => {
   if (visible) begin();
-  else stopPolling();
+  else close();
 });
 
 onUnmounted(stopPolling);
 </script>
 
 <template>
-  <NModal
-    :show="show"
-    preset="card"
+  <ab-modal
+    v-model:show="show"
+    size="sm"
     :title="`${t('config.llm_set.connect')} · ${displayName}`"
-    style="max-width: 460px"
-    @update:show="(v: boolean) => !v && close()"
   >
     <div v-if="challenge" class="auth-body">
       <template v-if="challenge.method === 'device_code'">
@@ -135,26 +137,35 @@ onUnmounted(stopPolling);
           rel="noopener"
           class="auth-link"
         >{{ challenge.authorize_url }}</a>
-        <NInput
-          v-model:value="pastedCode"
-          type="textarea"
-          :rows="2"
+        <textarea
+          v-model="pastedCode"
+          class="auth-textarea"
+          rows="2"
+          :aria-label="t('config.llm_set.auth_paste_code')"
           :placeholder="t('config.llm_set.auth_paste_code')"
         />
-        <ab-button
-          variant="primary"
-          :loading="loading"
-          :disabled="!pastedCode.trim()"
-          @click="submitCode"
-        >
-          {{ t('config.llm_set.connect') }}
-        </ab-button>
       </template>
     </div>
     <div v-else class="auth-body auth-loading">
       {{ t('config.llm_set.auth_pending') }}
     </div>
-  </NModal>
+
+    <template #footer>
+      <ab-button size="sm" @click="close">
+        {{ t('config.cancel') }}
+      </ab-button>
+      <ab-button
+        v-if="challenge && challenge.method !== 'device_code'"
+        size="sm"
+        variant="primary"
+        :loading="loading"
+        :disabled="!pastedCode.trim()"
+        @click="submitCode"
+      >
+        {{ t('config.llm_set.connect') }}
+      </ab-button>
+    </template>
+  </ab-modal>
 </template>
 
 <style lang="scss" scoped>
@@ -187,6 +198,28 @@ onUnmounted(stopPolling);
   color: var(--color-primary);
 }
 
+.auth-textarea {
+  // Soft Ink 填充式多行输入（与 config-notification 的 .field-textarea 一致）
+  width: 100%;
+  padding: 8px 11px;
+  border: 1px solid transparent;
+  border-radius: var(--radius-sm);
+  background: var(--color-surface-2);
+  color: var(--color-text);
+  outline: none;
+  resize: none;
+  font-family: var(--font-mono);
+  font-size: 13px;
+  transition: border-color var(--transition-fast),
+    background-color var(--transition-fast), box-shadow var(--transition-fast);
+
+  &:focus {
+    background: var(--color-surface);
+    border-color: var(--color-primary);
+    box-shadow: 0 0 0 2px var(--color-primary-alpha);
+  }
+}
+
 .auth-pending {
   font-size: 12px;
   color: var(--color-text-muted);
diff --git a/webui/src/components/setting/plugin-schema-form.vue b/webui/src/components/setting/plugin-schema-form.vue
index 540d3890..e5518e11 100644
--- a/webui/src/components/setting/plugin-schema-form.vue
+++ b/webui/src/components/setting/plugin-schema-form.vue
@@ -10,7 +10,8 @@ import { fillSchemaDefaults } from '@/utils/plugin-schema';
 import type { SchemaField } from '@/utils/plugin-schema';
 
 // 由插件 config_model 的 JSON Schema 渲染的表单；字段描述由 schemaFields() 生成
-defineProps<{ fields: SchemaField[] }>();
+// showAll：外层表单保存时传给列表行里的子表单，让嵌套字段也显示错误
+const props = defineProps<{ fields: SchemaField[]; showAll?: boolean }>();
 const model = defineModel<Record<string, unknown>>({ required: true });
 const { t } = useMyI18n();
 const { confirm } = useConfirm();
@@ -40,6 +41,19 @@ function errorOf(field: SchemaField): string {
   return '';
 }
 
+// 字段离开焦点后才显示错误，避免一展开就满屏红框；保存时由父组件调用
+// showErrors() 显示全部
+const touched = ref(new Set<string>());
+const showAll = ref(false);
+function shownError(field: SchemaField): string {
+  return showAll.value || props.showAll || touched.value.has(field.key) ? errorOf(field) : '';
+}
+defineExpose({
+  showErrors() {
+    showAll.value = true;
+  },
+});
+
 function rowsOf(field: SchemaField): Record<string, unknown>[] {
   return (
     (model.value[field.key] as Record<string, unknown>[] | undefined) ?? []
@@ -94,7 +108,8 @@ function setNumber(field: SchemaField, value: string | number) {
       :label="field.label"
       :description="field.description"
       :required="field.required"
-      :error="errorOf(field)"
+      :error="shownError(field)"
+      @focusout="touched.add(field.key)"
     >
       <AbSwitch
         v-if="field.kind === 'switch'"
@@ -130,7 +145,11 @@ function setNumber(field: SchemaField, value: string | number) {
           :key="rowKey(row)"
           class="schema-form__row"
         >
-          <PluginSchemaForm :model-value="row" :fields="field.itemFields" />
+          <PluginSchemaForm
+            :model-value="row"
+            :fields="field.itemFields"
+            :show-all="showAll || props.showAll"
+          />
           <AbButton
             size="sm"
             variant="ghost"
diff --git a/webui/src/components/setting/update-card.vue b/webui/src/components/setting/update-card.vue
index 883e5ce8..53ee0f3c 100644
--- a/webui/src/components/setting/update-card.vue
+++ b/webui/src/components/setting/update-card.vue
@@ -1,6 +1,7 @@
 <script lang="ts" setup>
-import { NProgress, NSpin, NSwitch, NTag } from 'naive-ui';
+import { NProgress, NSpin } from 'naive-ui';
 import { useConfirm } from '@/hooks/useConfirm';
+import { renderMarkdown } from '@/utils/markdown';
 import type { UpdateChannel, UpdateInfo } from '#/update';
 
 const { t } = useMyI18n();
@@ -90,30 +91,8 @@ const phaseLabel = computed(() => {
   return phase ? map[phase] ?? '' : '';
 });
 
-/**
- * 极简且防 XSS 的 Release 说明渲染：先转义所有 HTML，再对少量 markdown 语法
- * 做替换（标题/加粗/行内代码/链接/无序列表/换行）。输入来自项目固定的 GitHub
- * Release，但仍先转义以确保安全。
- */
-function renderNotes(md: string): string {
-  if (!md) return '';
-  const escaped = md
-    .replace(/&/g, '&amp;')
-    .replace(/</g, '&lt;')
-    .replace(/>/g, '&gt;');
-  return escaped
-    .replace(/^###?\s?#*\s*(.*)$/gm, '<strong>$1</strong>')
-    .replace(/\*\*(.+?)\*\*/g, '<strong>$1</strong>')
-    .replace(/`([^`]+)`/g, '<code>$1</code>')
-    .replace(
-      /\[([^\]]+)\]\((https?:\/\/[^\s)]+)\)/g,
-      '<a href="$2" target="_blank" rel="noopener noreferrer">$1</a>'
-    )
-    .replace(/^[-*]\s+(.*)$/gm, '• $1')
-    .replace(/\n/g, '<br>');
-}
-
-const notesHtml = computed(() => renderNotes(info.value?.notes ?? ''));
+// 与插件 README 同一个安全渲染器：先转义全部 HTML，链接只接受 http(s)
+const notesHtml = computed(() => renderMarkdown(info.value?.notes ?? ''));
 
 // 上次检查完成的时刻；用户主动点检查时每次刷新，给出"确实检查过了"的反馈。
 const lastCheckedAt = ref<Date | null>(null);
@@ -229,7 +208,7 @@ onBeforeUnmount(() => {
 </script>
 
 <template>
-  <ab-container :title="$t('update.title')">
+  <ab-fold-panel :title="$t('update.title')">
     <div class="update-card">
       <!-- 版本信息 -->
       <div class="update-row">
@@ -240,9 +219,11 @@ onBeforeUnmount(() => {
         <span class="update-key">{{ $t('update.latest_version') }}</span>
         <span class="update-val">
           {{ info.latest }}
-          <NTag v-if="hasUpdate" type="success" size="small" round>
-            {{ $t('update.update_available') }}
-          </NTag>
+          <ab-tag
+            v-if="hasUpdate"
+            type="success"
+            :title="$t('update.update_available')"
+          />
         </span>
       </div>
 
@@ -257,11 +238,11 @@ onBeforeUnmount(() => {
           <span :class="{ dim: channel === 'beta' }">
             {{ $t('update.channel_stable') }}
           </span>
-          <NSwitch
-            :value="channel === 'beta'"
+          <ab-switch
+            :model-value="channel === 'beta'"
             :disabled="applying || restarting"
             :aria-label="$t('update.channel')"
-            @update:value="onChannelToggle"
+            @update:model-value="onChannelToggle"
           />
           <span :class="{ dim: channel === 'stable' }">
             {{ $t('update.channel_beta') }}
@@ -272,11 +253,11 @@ onBeforeUnmount(() => {
       <!-- 自动检查 -->
       <div class="update-row">
         <span class="update-key">{{ $t('update.auto_check') }}</span>
-        <NSwitch
-          :value="autoCheck"
+        <ab-switch
+          :model-value="autoCheck"
           :disabled="applying || restarting"
           :aria-label="$t('update.auto_check')"
-          @update:value="onAutoCheckToggle"
+          @update:model-value="onAutoCheckToggle"
         />
       </div>
 
@@ -358,7 +339,7 @@ onBeforeUnmount(() => {
         </ab-button>
       </div>
     </div>
-  </ab-container>
+  </ab-fold-panel>
 </template>
 
 <style lang="scss" scoped>
@@ -376,8 +357,8 @@ onBeforeUnmount(() => {
 }
 
 .update-key {
-  font-size: 13px;
-  color: var(--color-text-muted);
+  font-size: 14px;
+  color: var(--color-text);
 }
 
 .update-val {
@@ -385,7 +366,14 @@ onBeforeUnmount(() => {
   align-items: center;
   gap: 8px;
   font-size: 14px;
+  font-family: var(--font-mono);
+  font-variant-numeric: tabular-nums;
   color: var(--color-text);
+
+  // 标签是文字，不用等宽
+  .ab-tag {
+    font-family: var(--font-family);
+  }
 }
 
 .update-channel {
@@ -445,12 +433,46 @@ onBeforeUnmount(() => {
   color: var(--color-text-secondary);
   word-break: break-word;
 
+  :deep(:is(p, ul, ol, h3, h4, h5, h6)) {
+    margin: 0 0 4px;
+  }
+
+  :deep(:is(h3, h4, h5, h6)) {
+    font-size: 12px;
+    font-weight: 600;
+    color: var(--color-text);
+  }
+
+  :deep(ul) {
+    padding-left: 18px;
+    list-style: disc;
+  }
+
+  :deep(ol) {
+    padding-left: 18px;
+    list-style: decimal;
+  }
+
   :deep(code) {
     padding: 1px 4px;
     border-radius: 3px;
     background: var(--color-border);
+    font-family: var(--font-mono);
     font-size: 11px;
   }
+
+  :deep(pre) {
+    margin: 4px 0;
+    padding: 8px;
+    border-radius: var(--radius-sm);
+    background: var(--color-surface-2);
+    overflow-x: auto;
+
+    code {
+      padding: 0;
+      background: none;
+    }
+  }
 }
 
 .update-progress {
diff --git a/webui/src/components/setup/wizard-container.vue b/webui/src/components/setup/wizard-container.vue
index 9c97d88d..0cd1820e 100644
--- a/webui/src/components/setup/wizard-container.vue
+++ b/webui/src/components/setup/wizard-container.vue
@@ -92,12 +92,12 @@ const { t } = useMyI18n();
   // below the 44px touch-target minimum; widen and heighten the shared
   // wizard controls here instead of per step component.
   @include forTouch {
-    :deep(.setup-input),
-    :deep(.setup-input-wide) {
-      width: 100%;
+    :deep(.ab-input) {
       height: var(--touch-target);
+    }
+
+    :deep(.ab-input input) {
       font-size: 16px; // ≥16px stops iOS Safari from zooming the input
-      text-align: left;
     }
 
     :deep(.wizard-actions .ab-btn),
diff --git a/webui/src/components/setup/wizard-step-account.vue b/webui/src/components/setup/wizard-step-account.vue
index e0ebc28a..2a2affd4 100644
--- a/webui/src/components/setup/wizard-step-account.vue
+++ b/webui/src/components/setup/wizard-step-account.vue
@@ -37,34 +37,30 @@ const passwordError = computed(() => {
 
       <div class="form-fields">
         <ab-field :label="t('setup.account.username')">
-          <input
+          <ab-input
             v-model="accountData.username"
-            type="text"
             :aria-label="t('setup.account.username')"
             autocomplete="username"
             placeholder="admin"
-            class="setup-input"
-          >
+          />
         </ab-field>
 
         <ab-field :label="t('setup.account.password')">
-          <input
+          <ab-input
             v-model="accountData.password"
             type="password"
             :aria-label="t('setup.account.password')"
             autocomplete="new-password"
-            class="setup-input"
-          >
+          />
         </ab-field>
 
         <ab-field :label="t('setup.account.confirm_password')">
-          <input
+          <ab-input
             v-model="accountData.confirmPassword"
             type="password"
             :aria-label="t('setup.account.confirm_password')"
             autocomplete="new-password"
-            class="setup-input"
-          >
+          />
         </ab-field>
 
         <p v-if="passwordError" class="error-text">
@@ -112,34 +108,9 @@ const passwordError = computed(() => {
   gap: 12px;
 }
 
-.setup-input {
-  outline: none;
-  min-width: 0;
-  width: 200px;
-  height: 28px;
-  padding: 0 12px;
-  font-size: 12px;
-  text-align: right;
-  border-radius: 6px;
-  border: 1px solid var(--color-border);
-  background: var(--color-surface);
-  color: var(--color-text);
-  transition: border-color var(--transition-fast),
-    box-shadow var(--transition-fast);
-
-  &:hover {
-    border-color: var(--color-primary);
-  }
-
-  &:focus {
-    border-color: var(--color-primary);
-    box-shadow: 0 0 0 2px rgba(108, 74, 182, 0.2);
-  }
-}
-
 .error-text {
   font-size: 11px;
-  color: var(--color-error, #e53935);
+  color: var(--color-danger);
   margin: 0;
 }
 
diff --git a/webui/src/components/setup/wizard-step-downloader.vue b/webui/src/components/setup/wizard-step-downloader.vue
index a84c5b99..d4f894a8 100644
--- a/webui/src/components/setup/wizard-step-downloader.vue
+++ b/webui/src/components/setup/wizard-step-downloader.vue
@@ -1,5 +1,5 @@
 <script lang="ts" setup>
-import { NSelect, NSwitch } from 'naive-ui';
+import { NSwitch } from 'naive-ui';
 
 const { t } = useMyI18n();
 const setupStore = useSetupStore();
@@ -85,11 +85,10 @@ const canProceed = computed(() => Boolean(downloaderData.value.host));
 
       <div class="form-fields">
         <ab-field :label="t('config.downloader_set.type')">
-          <NSelect
-            v-model:value="downloaderData.type"
+          <ab-select
+            v-model="downloaderData.type"
             :options="downloaderTypeOptions"
             :aria-label="t('config.downloader_set.type')"
-            class="type-select"
           />
         </ab-field>
 
@@ -98,44 +97,37 @@ const canProceed = computed(() => Boolean(downloaderData.value.host));
         </p>
 
         <ab-field :label="t('config.downloader_set.host')">
-          <input
+          <ab-input
             v-model="downloaderData.host"
-            type="text"
             :aria-label="t('config.downloader_set.host')"
             placeholder="172.17.0.1:8080"
-            class="setup-input"
-          >
+          />
         </ab-field>
 
         <ab-field :label="t('config.downloader_set.username')">
-          <input
+          <ab-input
             v-model="downloaderData.username"
-            type="text"
             :aria-label="t('config.downloader_set.username')"
             autocomplete="username"
             placeholder="admin"
-            class="setup-input"
-          >
+          />
         </ab-field>
 
         <ab-field :label="t('config.downloader_set.password')">
-          <input
+          <ab-input
             v-model="downloaderData.password"
             type="password"
             :aria-label="t('config.downloader_set.password')"
             autocomplete="current-password"
-            class="setup-input"
-          >
+          />
         </ab-field>
 
         <ab-field :label="t('config.downloader_set.path')">
-          <input
+          <ab-input
             v-model="downloaderData.path"
-            type="text"
             :aria-label="t('config.downloader_set.path')"
             placeholder="/downloads/Bangumi"
-            class="setup-input"
-          >
+          />
         </ab-field>
 
         <ab-field :label="t('config.downloader_set.ssl')">
@@ -212,31 +204,6 @@ const canProceed = computed(() => Boolean(downloaderData.value.host));
   gap: 12px;
 }
 
-.setup-input {
-  outline: none;
-  min-width: 0;
-  width: 200px;
-  height: 28px;
-  padding: 0 12px;
-  font-size: 12px;
-  text-align: right;
-  border-radius: 6px;
-  border: 1px solid var(--color-border);
-  background: var(--color-surface);
-  color: var(--color-text);
-  transition: border-color var(--transition-fast),
-    box-shadow var(--transition-fast);
-
-  &:hover {
-    border-color: var(--color-primary);
-  }
-
-  &:focus {
-    border-color: var(--color-primary);
-    box-shadow: 0 0 0 2px rgba(108, 74, 182, 0.2);
-  }
-}
-
 .test-section {
   display: flex;
   align-items: center;
@@ -245,11 +212,11 @@ const canProceed = computed(() => Boolean(downloaderData.value.host));
 
 .test-message {
   font-size: 11px;
-  color: var(--color-error, #e53935);
+  color: var(--color-danger);
   margin: 0;
 
   &.success {
-    color: var(--color-success, #43a047);
+    color: var(--color-success);
   }
 }
 
@@ -259,10 +226,6 @@ const canProceed = computed(() => Boolean(downloaderData.value.host));
   margin: 0;
 }
 
-.type-select {
-  max-width: 200px;
-}
-
 .aria2-hint {
   font-size: 11px;
   color: var(--color-text-secondary);
diff --git a/webui/src/components/setup/wizard-step-notification.vue b/webui/src/components/setup/wizard-step-notification.vue
index 2d01f3f1..d5e0350e 100644
--- a/webui/src/components/setup/wizard-step-notification.vue
+++ b/webui/src/components/setup/wizard-step-notification.vue
@@ -1,6 +1,4 @@
 <script lang="ts" setup>
-import { NSelect } from 'naive-ui';
-
 const { t } = useMyI18n();
 const setupStore = useSetupStore();
 const { notificationData, validation } = storeToRefs(setupStore);
@@ -65,31 +63,26 @@ const canTest = computed(() => {
 
       <div class="form-fields">
         <ab-field :label="t('config.notification_set.type')">
-          <NSelect
-            v-model:value="notificationData.type"
+          <ab-select
+            v-model="notificationData.type"
             :options="notificationTypes"
             :aria-label="t('config.notification_set.type')"
-            size="small"
           />
         </ab-field>
 
         <ab-field :label="t('config.notification_set.token')">
-          <input
+          <ab-input
             v-model="notificationData.token"
-            type="text"
             :aria-label="t('config.notification_set.token')"
             autocomplete="off"
-            class="setup-input setup-input-wide"
-          >
+          />
         </ab-field>
 
         <ab-field :label="t('config.notification_set.chat_id')">
-          <input
+          <ab-input
             v-model="notificationData.chat_id"
-            type="text"
             :aria-label="t('config.notification_set.chat_id')"
-            class="setup-input"
-          >
+          />
         </ab-field>
       </div>
 
@@ -160,35 +153,6 @@ const canTest = computed(() => {
   gap: 12px;
 }
 
-.setup-input {
-  outline: none;
-  min-width: 0;
-  width: 200px;
-  height: 28px;
-  padding: 0 12px;
-  font-size: 12px;
-  text-align: right;
-  border-radius: 6px;
-  border: 1px solid var(--color-border);
-  background: var(--color-surface);
-  color: var(--color-text);
-  transition: border-color var(--transition-fast),
-    box-shadow var(--transition-fast);
-
-  &:hover {
-    border-color: var(--color-primary);
-  }
-
-  &:focus {
-    border-color: var(--color-primary);
-    box-shadow: 0 0 0 2px rgba(108, 74, 182, 0.2);
-  }
-}
-
-.setup-input-wide {
-  width: 260px;
-}
-
 .test-section {
   display: flex;
   align-items: center;
@@ -197,11 +161,11 @@ const canTest = computed(() => {
 
 .test-message {
   font-size: 11px;
-  color: var(--color-error, #e53935);
+  color: var(--color-danger);
   margin: 0;
 
   &.success {
-    color: var(--color-success, #43a047);
+    color: var(--color-success);
   }
 }
 
diff --git a/webui/src/components/setup/wizard-step-review.vue b/webui/src/components/setup/wizard-step-review.vue
index 0237f99d..f3aaf09a 100644
--- a/webui/src/components/setup/wizard-step-review.vue
+++ b/webui/src/components/setup/wizard-step-review.vue
@@ -163,6 +163,7 @@ function maskPassword(pwd: string): string {
   display: flex;
   justify-content: space-between;
   align-items: center;
+  gap: 12px;
   padding: 4px 0;
   font-size: 12px;
 
@@ -172,16 +173,19 @@ function maskPassword(pwd: string): string {
 }
 
 .review-label {
+  flex-shrink: 0;
   color: var(--color-text-muted);
 }
 
 .review-value {
+  flex: 1;
+  min-width: 0;
   color: var(--color-text);
-  font-family: monospace;
-  max-width: 200px;
-  overflow: hidden;
-  text-overflow: ellipsis;
-  white-space: nowrap;
+  font-family: var(--font-mono);
+  font-variant-numeric: tabular-nums;
+  text-align: right;
+  // 提交前要能看到完整地址，长值换行而不截断
+  overflow-wrap: anywhere;
 }
 
 .wizard-actions {
diff --git a/webui/src/components/setup/wizard-step-rss.vue b/webui/src/components/setup/wizard-step-rss.vue
index 9805fa3e..02d35caf 100644
--- a/webui/src/components/setup/wizard-step-rss.vue
+++ b/webui/src/components/setup/wizard-step-rss.vue
@@ -58,22 +58,18 @@ function handleNext() {
 
       <div class="form-fields">
         <ab-field :label="t('setup.rss.url')">
-          <input
+          <ab-input
             v-model="rssData.url"
-            type="text"
             :aria-label="t('setup.rss.url')"
             placeholder="https://mikanani.me/RSS/..."
-            class="setup-input setup-input-wide"
-          >
+          />
         </ab-field>
 
         <ab-field v-if="rssData.name" :label="t('setup.rss.feed_name')">
-          <input
+          <ab-input
             v-model="rssData.name"
-            type="text"
             :aria-label="t('setup.rss.feed_name')"
-            class="setup-input"
-          >
+          />
         </ab-field>
       </div>
 
@@ -149,35 +145,6 @@ function handleNext() {
   gap: 12px;
 }
 
-.setup-input {
-  outline: none;
-  min-width: 0;
-  width: 200px;
-  height: 28px;
-  padding: 0 12px;
-  font-size: 12px;
-  text-align: right;
-  border-radius: 6px;
-  border: 1px solid var(--color-border);
-  background: var(--color-surface);
-  color: var(--color-text);
-  transition: border-color var(--transition-fast),
-    box-shadow var(--transition-fast);
-
-  &:hover {
-    border-color: var(--color-primary);
-  }
-
-  &:focus {
-    border-color: var(--color-primary);
-    box-shadow: 0 0 0 2px rgba(108, 74, 182, 0.2);
-  }
-}
-
-.setup-input-wide {
-  width: 260px;
-}
-
 .test-section {
   display: flex;
   align-items: center;
@@ -186,11 +153,11 @@ function handleNext() {
 
 .test-message {
   font-size: 11px;
-  color: var(--color-error, #e53935);
+  color: var(--color-danger);
   margin: 0;
 
   &.success {
-    color: var(--color-success, #43a047);
+    color: var(--color-success);
   }
 }
 
diff --git a/webui/src/i18n/en.json b/webui/src/i18n/en.json
index 04ba24fc..be8af479 100644
--- a/webui/src/i18n/en.json
+++ b/webui/src/i18n/en.json
@@ -124,7 +124,11 @@
       "bark_group": "Group (optional)",
       "bark_level": "Interruption level (optional)",
       "bark_icon": "Icon URL (optional, defaults to the poster)",
-      "bark_url": "URL to open on tap (optional)"
+      "bark_url": "URL to open on tap (optional)",
+      "device_key": "Device Key",
+      "server_url": "Server URL",
+      "server_url_optional": "Server URL (optional)",
+      "template": "Template (JSON)"
     },
     "parser_set": {
       "enable": "Enable",
@@ -543,7 +547,6 @@
     "today": "Today",
     "empty": "No anime",
     "refresh": "Refresh schedule",
-    "no_data": "No schedule data available",
     "loading": "Loading...",
     "tracked": "Tracked",
     "tracked_count": "{count} tracked",
@@ -551,7 +554,7 @@
     "search_title": "Search and Add Anime",
     "no_search_results": "No results found. Try different keywords.",
     "empty_state": {
-      "title": "No Schedule Yet",
+      "title": "No schedule yet",
       "subtitle": "Click refresh to fetch this season's broadcast data"
     },
     "drag_hint": "Drag to assign weekday",
@@ -787,7 +790,7 @@
     "restart": "Restart",
     "search": {
       "placeholder": "Type to search",
-      "click_to_search": "Click to search"
+      "click_to_search": "Search"
     },
     "shutdown": "Shutdown",
     "start": "Start"
@@ -867,7 +870,7 @@
     "state_all": "All states",
     "state": {
       "installed": "Installed",
-      "update": "Update available",
+      "update": "Updates",
       "available": "Not installed"
     },
     "update_from": "Update available · {version} installed",
@@ -899,6 +902,7 @@
     "update": "Update",
     "install_enable": "Install and enable",
     "back": "Back",
+    "not_found": "This plugin is not in the catalog",
     "confirm_install": "Install {name}",
     "confirm_update": "Update {name}",
     "warning_lead": "Note",
diff --git a/webui/src/i18n/zh-CN.json b/webui/src/i18n/zh-CN.json
index a096ba87..761ab6fc 100644
--- a/webui/src/i18n/zh-CN.json
+++ b/webui/src/i18n/zh-CN.json
@@ -124,7 +124,11 @@
       "bark_group": "分组（可选）",
       "bark_level": "中断级别（可选）",
       "bark_icon": "图标地址（可选，默认用海报）",
-      "bark_url": "点击打开的地址（可选）"
+      "bark_url": "点击打开的地址（可选）",
+      "device_key": "设备密钥",
+      "server_url": "服务器地址",
+      "server_url_optional": "服务器地址（可选）",
+      "template": "模板（JSON）"
     },
     "parser_set": {
       "enable": "启用",
@@ -530,20 +534,19 @@
       "sun": "周日"
     },
     "days_short": {
-      "mon": "一",
-      "tue": "二",
-      "wed": "三",
-      "thu": "四",
-      "fri": "五",
-      "sat": "六",
-      "sun": "日"
+      "mon": "周一",
+      "tue": "周二",
+      "wed": "周三",
+      "thu": "周四",
+      "fri": "周五",
+      "sat": "周六",
+      "sun": "周日"
     },
     "unknown": "未知",
     "unknown_title": "未知标题",
     "today": "今天",
-    "empty": "今日无番",
+    "empty": "暂无番剧",
     "refresh": "刷新放送表",
-    "no_data": "暂无放送数据",
     "loading": "加载中...",
     "tracked": "已追踪",
     "tracked_count": "已追踪 {count} 部",
@@ -899,6 +902,7 @@
     "update": "更新",
     "install_enable": "安装并启用",
     "back": "返回",
+    "not_found": "目录中没有这个插件",
     "confirm_install": "安装 {name}",
     "confirm_update": "更新 {name}",
     "warning_lead": "注意",
diff --git a/webui/src/pages/index.vue b/webui/src/pages/index.vue
index 7678e07b..ab2ce963 100644
--- a/webui/src/pages/index.vue
+++ b/webui/src/pages/index.vue
@@ -18,13 +18,25 @@ const { comp: EditRule, shown: editRuleShown } = useLazyModal(
 );
 
 // 插件页面的标题取自清单（清单到达前留空，避免闪出路由名 Plugin；清单已到达
-// 或加载失败仍无匹配页面时回退为插件 id）；插件市场用翻译后的标题，其它页面沿用路由名
+// 或加载失败仍无匹配页面时回退为插件 id）；其它页面用与侧栏相同的翻译，未登记的路由回退为路由名
 const route = useRoute();
 const { t, lang } = useMyI18n();
 const { slots, loaded, loadFailed } = usePluginUi();
+const titleKeys: Record<string, string> = {
+  Market: 'market.title',
+  'Bangumi List': 'sidebar.homepage',
+  'Bangumi Torrents': 'homepage.torrents.title',
+  'Orphan Torrents': 'homepage.others.title',
+  Calendar: 'sidebar.calendar',
+  RSS: 'sidebar.rss',
+  Player: 'sidebar.player',
+  Downloader: 'sidebar.downloader',
+  Log: 'sidebar.log',
+  Config: 'sidebar.config',
+};
 const pageTitle = computed(() => {
   const name = String(route.name ?? '');
-  if (name === 'Market') return t('market.title');
+  if (titleKeys[name]) return t(titleKeys[name]);
   if (route.name !== 'Plugin') return name;
   const id = route.params.id;
   const ui = slots.value.find((s) => s.slot === 'page' && s.plugin_id === id);
@@ -68,7 +80,10 @@ function onApplyRule(rule: BangumiRule) {
       <ab-sidebar />
 
       <div id="main-content" class="layout-content">
-        <ab-page-title :title="pageTitle" />
+        <!-- 标题与内容用同一个 page 过渡，切换路由时一起淡出淡入 -->
+        <transition name="page" mode="out-in">
+          <ab-page-title :key="pageTitle" :title="pageTitle" />
+        </transition>
 
         <RouterView v-slot="{ Component }">
           <transition name="page" mode="out-in">
diff --git a/webui/src/pages/index/bangumi-torrents/[id]/index.vue b/webui/src/pages/index/bangumi-torrents/[id]/index.vue
index 6b3a8e77..6e4a0e07 100644
--- a/webui/src/pages/index/bangumi-torrents/[id]/index.vue
+++ b/webui/src/pages/index/bangumi-torrents/[id]/index.vue
@@ -28,12 +28,22 @@ watch(
   { immediate: true }
 );
 
+// 标题用番剧名；番剧列表尚未加载（直接打开本页）时回退为 #id。
+// 标题单独计算，列表加载后只更新标题，不重建 loadFn 等回调
+const { bangumi } = storeToRefs(useBangumiStore());
+const title = computed(() => {
+  const id = bangumiId.value;
+  const name = bangumi.value.find((b) => b.id === id)?.official_title;
+  return name
+    ? `${name} · ${t('homepage.torrents.title')}`
+    : `${t('homepage.torrents.title')} #${id}`;
+});
+
 // id 收窄后一次性构造 props，切换参数时 :key 触发重新挂载并加载
 const pageProps = computed(() => {
   const id = bangumiId.value;
   if (id === null) return null;
   return {
-    title: `${t('homepage.torrents.title')} #${id}`,
     loadFn: () => apiBangumi.getTorrents(id),
     deleteOne: (torrentId: number) => apiBangumi.deleteTorrent(id, torrentId),
     deleteAll: () => apiBangumi.deleteAllTorrents(id),
@@ -42,5 +52,5 @@ const pageProps = computed(() => {
 </script>
 
 <template>
-  <AbTorrentListPage v-if="pageProps" :key="bangumiId ?? -1" v-bind="pageProps" />
+  <AbTorrentListPage v-if="pageProps" :key="bangumiId ?? -1" v-bind="pageProps" :title="title" />
 </template>
diff --git a/webui/src/pages/index/bangumi.vue b/webui/src/pages/index/bangumi.vue
index 355398f2..6daacf88 100644
--- a/webui/src/pages/index/bangumi.vue
+++ b/webui/src/pages/index/bangumi.vue
@@ -1,4 +1,5 @@
 <script lang="ts" setup>
+import { ChevronDown } from '@lucide/vue';
 import type { BangumiRule } from '#/bangumi';
 import PluginSlot from '@/components/plugin-slot.vue';
 import { useUiSlots } from '@/hooks/usePluginUi';
@@ -117,6 +118,21 @@ function onRuleSelect(rule: BangumiRule) {
 function groupNeedsReview(group: BangumiGroup): boolean {
   return group.rules.some((r) => r.needs_review);
 }
+
+// 展开后归档内容在视口外：高度过渡结束（可滚动范围已够）后把折叠栏滚到顶部
+const archivedHeader = useTemplateRef<HTMLButtonElement>('archivedHeader');
+function onArchivedExpanded(e: TransitionEvent) {
+  if (e.target !== e.currentTarget || !showArchived.value) return;
+  archivedHeader.value?.scrollIntoView({ block: 'start', behavior: 'smooth' });
+}
+
+// 离场卡片绝对定位脱离文档流（其余卡片才能 FLIP 移位），先钉住原来的盒子
+function pinLeaving(el: Element) {
+  const node = el as HTMLElement;
+  node.style.width = `${node.offsetWidth}px`;
+  node.style.left = `${node.offsetLeft}px`;
+  node.style.top = `${node.offsetTop}px`;
+}
 </script>
 
 <template>
@@ -143,85 +159,49 @@ function groupNeedsReview(group: BangumiGroup): boolean {
       </div>
 
       <!-- Failed first load — distinct from an empty library -->
-      <div v-else-if="loadFailed && !hasLoaded" class="empty-guide load-failed">
-        <div class="empty-guide-header">
-          <div class="empty-guide-title">
-            {{ $t('homepage.load_failed.title') }}
-          </div>
-          <div class="empty-guide-subtitle">
-            {{ $t('homepage.load_failed.subtitle') }}
-          </div>
-        </div>
-        <ab-button variant="primary" :loading="isLoading" @click="getAll">
-          {{ $t('homepage.load_failed.retry') }}
-        </ab-button>
+      <div v-else-if="loadFailed && !hasLoaded" class="page-empty">
+        <ab-empty
+          :title="$t('homepage.load_failed.title')"
+          :description="$t('homepage.load_failed.subtitle')"
+        >
+          <template #action>
+            <ab-button variant="primary" :loading="isLoading" @click="getAll">
+              {{ $t('homepage.load_failed.retry') }}
+            </ab-button>
+          </template>
+        </ab-empty>
       </div>
 
       <!-- Empty state guide -->
-      <div v-else-if="!bangumi || bangumi.length === 0" class="empty-guide">
-        <div class="empty-guide-header anim-fade-in">
-          <div class="empty-guide-title">
-            {{ $t('homepage.empty.title') }}
-          </div>
-          <div class="empty-guide-subtitle">
-            {{ $t('homepage.empty.subtitle') }}
-          </div>
-        </div>
-
-        <div class="empty-guide-steps">
-          <div class="empty-guide-step anim-slide-up" style="--delay: 0.15s">
-            <div class="empty-guide-step-number">
-              1
-            </div>
-            <div class="empty-guide-step-content">
-              <div class="empty-guide-step-title">
-                {{ $t('homepage.empty.step1_title') }}
-              </div>
-              <div class="empty-guide-step-desc">
-                {{ $t('homepage.empty.step1_desc') }}
-              </div>
-            </div>
-          </div>
-
-          <div class="empty-guide-step anim-slide-up" style="--delay: 0.3s">
-            <div class="empty-guide-step-number">
-              2
-            </div>
-            <div class="empty-guide-step-content">
-              <div class="empty-guide-step-title">
-                {{ $t('homepage.empty.step2_title') }}
-              </div>
-              <div class="empty-guide-step-desc">
-                {{ $t('homepage.empty.step2_desc') }}
-              </div>
-            </div>
-          </div>
-
-          <div class="empty-guide-step anim-slide-up" style="--delay: 0.45s">
-            <div class="empty-guide-step-number">
-              3
-            </div>
-            <div class="empty-guide-step-content">
-              <div class="empty-guide-step-title">
-                {{ $t('homepage.empty.step3_title') }}
-              </div>
-              <div class="empty-guide-step-desc">
-                {{ $t('homepage.empty.step3_desc') }}
-              </div>
-            </div>
-          </div>
-        </div>
-
-        <div class="empty-guide-action anim-slide-up" style="--delay: 0.6s">
-          <ab-button variant="primary" @click="openAddRss">
-            {{ $t('homepage.empty.add_rss_btn') }}
-          </ab-button>
-        </div>
+      <div v-else-if="!bangumi || bangumi.length === 0" class="page-empty">
+        <ab-empty
+          :title="$t('homepage.empty.title')"
+          :description="$t('homepage.empty.subtitle')"
+        >
+          <template #action>
+            <ol class="empty-steps">
+              <li v-for="n in 3" :key="n">
+                <span class="empty-steps-title">{{
+                  $t(`homepage.empty.step${n}_title`)
+                }}</span>
+                {{ $t(`homepage.empty.step${n}_desc`) }}
+              </li>
+            </ol>
+            <ab-button variant="primary" @click="openAddRss">
+              {{ $t('homepage.empty.add_rss_btn') }}
+            </ab-button>
+          </template>
+        </ab-empty>
       </div>
 
       <!-- Bangumi grid -->
       <template v-else>
-        <transition-group name="bangumi" tag="div" class="bangumi-grid">
+        <transition-group
+          name="bangumi"
+          tag="div"
+          class="bangumi-grid"
+          @before-leave="pinLeaving"
+        >
           <div
             v-for="group in groupedBangumi"
             :key="group.key"
@@ -233,20 +213,13 @@ function groupNeedsReview(group: BangumiGroup): boolean {
               type="primary"
               @click="() => onCardClick(group)"
             />
-            <!-- Combined notification badge -->
+            <!-- Combined notification badge：待审核 = 方块标记，多规则 = 墨色计数 -->
             <div
               v-if="groupNeedsReview(group) || group.rules.length > 1"
               class="group-badge"
-              :class="{ 'group-badge--warning': groupNeedsReview(group) }"
             >
-              <template v-if="groupNeedsReview(group)">
-                <span class="badge-icon">!</span>
-                <template v-if="group.rules.length > 1">
-                  <span class="badge-divider" />
-                  <span class="badge-count">{{ group.rules.length }}</span>
-                </template>
-              </template>
-              <template v-else>
+              <span v-if="groupNeedsReview(group)" class="badge-mark" />
+              <template v-if="group.rules.length > 1">
                 {{ group.rules.length }}
               </template>
             </div>
@@ -277,6 +250,7 @@ function groupNeedsReview(group: BangumiGroup): boolean {
         <!-- Archived section -->
         <div v-if="groupedArchivedBangumi.length > 0" class="archived-section">
           <button
+            ref="archivedHeader"
             type="button"
             class="archived-header"
             :aria-expanded="showArchived"
@@ -289,49 +263,55 @@ function groupNeedsReview(group: BangumiGroup): boolean {
                 })
               }}
             </span>
-            <span class="archived-toggle" aria-hidden="true">{{
-              showArchived ? '−' : '+'
-            }}</span>
+            <ChevronDown
+              class="archived-toggle"
+              :class="{ 'archived-toggle--open': showArchived }"
+              :size="16"
+              aria-hidden="true"
+            />
           </button>
 
-          <transition-group
-            v-show="showArchived"
-            name="bangumi"
-            tag="div"
-            class="bangumi-grid archived-grid"
+          <!-- grid-template-rows 0fr↔1fr 做高度过渡；收起时 inert，卡片不可聚焦 -->
+          <div
+            class="archived-body"
+            :class="{ 'archived-body--open': showArchived }"
+            :inert="!showArchived"
+            @transitionend="onArchivedExpanded"
           >
-            <div
-              v-for="group in groupedArchivedBangumi"
-              :key="group.key"
-              class="bangumi-group-wrapper archived-item"
-            >
-              <ab-bangumi-card
-                :bangumi="group.primary"
-                type="primary"
-                @click="() => onCardClick(group)"
-              />
-              <!-- Combined notification badge -->
-              <div
-                v-if="groupNeedsReview(group) || group.rules.length > 1"
-                class="group-badge"
-                :class="{ 'group-badge--warning': groupNeedsReview(group) }"
+            <!-- 裁剪层不带 padding：网格的 12px padding 不会在收起时撑出 24px 高度 -->
+            <div class="archived-clip">
+              <transition-group
+                name="bangumi"
+                tag="div"
+                class="bangumi-grid archived-grid"
+                @before-leave="pinLeaving"
               >
-                <template v-if="groupNeedsReview(group)">
-                  <span class="badge-icon">!</span>
-                  <template v-if="group.rules.length > 1">
-                    <span class="badge-divider" />
-                    <span class="badge-count">{{ group.rules.length }}</span>
-                  </template>
-                </template>
-                <template v-else>
-                  {{ group.rules.length }}
-                </template>
-              </div>
-              <div class="archived-badge">
-                {{ $t('homepage.rule.archived') }}
-              </div>
+                <div
+                  v-for="group in groupedArchivedBangumi"
+                  :key="group.key"
+                  class="bangumi-group-wrapper archived-item"
+                >
+                  <ab-bangumi-card
+                    :bangumi="group.primary"
+                    type="primary"
+                    @click="() => onCardClick(group)"
+                  />
+                  <div
+                    v-if="groupNeedsReview(group) || group.rules.length > 1"
+                    class="group-badge"
+                  >
+                    <span v-if="groupNeedsReview(group)" class="badge-mark" />
+                    <template v-if="group.rules.length > 1">
+                      {{ group.rules.length }}
+                    </template>
+                  </div>
+                  <div class="archived-badge">
+                    {{ $t('homepage.rule.archived') }}
+                  </div>
+                </div>
+              </transition-group>
             </div>
-          </transition-group>
+          </div>
         </div>
       </template>
 
@@ -355,8 +335,11 @@ function groupNeedsReview(group: BangumiGroup): boolean {
             @click="onRuleSelect(rule)"
           >
             <div class="rule-list-item-info">
-              <div class="rule-list-item-title">
-                <span v-if="rule.needs_review" class="warning-text">! </span>{{
+              <div
+                class="rule-list-item-title"
+                :title="rule.needs_review ? $t('homepage.rule.needs_review') : undefined"
+              >
+                {{
                   rule.group_name
                     || rule.rule_name
                     || $t('homepage.rule.unnamed')
@@ -412,7 +395,8 @@ function groupNeedsReview(group: BangumiGroup): boolean {
   grid-template-columns: repeat(auto-fill, minmax(120px, 1fr));
   gap: 12px;
   padding: 12px;
-  justify-items: center;
+  // 离场卡片绝对定位时以网格为参照（见 pinLeaving）
+  position: relative;
 
   @include forTablet {
     grid-template-columns: repeat(auto-fill, minmax(140px, 1fr));
@@ -427,7 +411,7 @@ function groupNeedsReview(group: BangumiGroup): boolean {
 
 // Skeleton loading cards
 .skeleton-card {
-  width: 150px;
+  width: 100%;
 }
 
 .skeleton-poster {
@@ -470,7 +454,7 @@ function groupNeedsReview(group: BangumiGroup): boolean {
 
 // Others card for orphan torrents
 .others-card {
-  width: 150px;
+  width: 100%;
   cursor: pointer;
   user-select: none;
 
@@ -538,9 +522,15 @@ function groupNeedsReview(group: BangumiGroup): boolean {
 .bangumi-group-wrapper {
   position: relative;
   overflow: visible;
-  width: fit-content;
+  width: 100%;
 }
 
+// 离场卡片脱离文档流，其余卡片才会触发 .bangumi-move 位移（盒子由 pinLeaving 钉住）
+.bangumi-grid > .bangumi-leave-active {
+  position: absolute;
+}
+
+// Soft Ink：surface 底 + 墨色计数，待审核用语义色方块标记，不用彩色填充/光晕
 .group-badge {
   position: absolute;
   top: -8px;
@@ -548,55 +538,41 @@ function groupNeedsReview(group: BangumiGroup): boolean {
   min-width: 20px;
   height: 20px;
   padding: 0 6px;
-  border-radius: 10px;
-  background: var(--color-primary);
-  color: #fff;
+  border-radius: var(--radius-sm);
+  border: 1px solid var(--color-border);
+  background: var(--color-surface);
+  color: var(--color-text);
+  font-family: var(--font-mono);
+  font-variant-numeric: tabular-nums;
   font-size: 12px;
-  font-weight: 700;
+  font-weight: 600;
   display: flex;
   align-items: center;
   justify-content: center;
-  gap: 3px;
+  gap: 5px;
   z-index: 10;
   pointer-events: none;
-  box-shadow: 0 2px 6px rgba(124, 77, 255, 0.4);
+  box-shadow: var(--shadow-sm);
 
-  // Warning variant - yellow with purple border
-  &--warning {
+  .badge-mark {
+    width: 7px;
+    height: 7px;
+    border-radius: 2px;
     background: var(--color-warning);
-    border: 2px solid var(--color-primary);
-    color: var(--color-primary);
-    box-shadow: 0 2px 8px rgba(251, 191, 36, 0.5);
-  }
-
-  .badge-icon {
-    font-weight: 800;
-  }
-
-  .badge-divider {
-    width: 1px;
-    height: 10px;
-    background: currentColor;
-    opacity: 0.5;
-  }
-
-  .badge-count {
-    font-weight: 700;
   }
 }
 
 .archived-section {
   margin-top: 24px;
-  padding: 0 8px;
 }
 
+// 左右 padding 与 .bangumi-grid 的 12px 一致，标题文字与海报共用左边线
 .archived-header {
   display: flex;
   align-items: center;
   justify-content: space-between;
   width: 100%;
-  padding: 12px 8px;
-  margin-bottom: 12px;
+  padding: 12px;
   cursor: pointer;
   border: none;
   border-radius: var(--radius-md);
@@ -621,9 +597,28 @@ function groupNeedsReview(group: BangumiGroup): boolean {
 }
 
 .archived-toggle {
-  font-size: 18px;
-  font-weight: 500;
-  color: var(--color-text-muted);
+  flex-shrink: 0;
+  color: var(--color-text-secondary);
+  transition: transform var(--transition-normal);
+
+  &--open {
+    transform: rotate(180deg);
+  }
+}
+
+.archived-body {
+  display: grid;
+  grid-template-rows: 0fr;
+  transition: grid-template-rows var(--transition-normal);
+
+  > .archived-clip {
+    min-height: 0;
+    overflow: hidden;
+  }
+
+  &--open {
+    grid-template-rows: 1fr;
+  }
 }
 
 .archived-grid {
@@ -688,22 +683,9 @@ function groupNeedsReview(group: BangumiGroup): boolean {
     opacity: 0.5;
   }
 
-  // Warning variant - needs review
+  // 待审核：内阴影画左侧标记，不改变盒宽（与通知中心未读项同一写法）
   &--warning {
-    background: linear-gradient(
-      135deg,
-      rgba(251, 191, 36, 0.15) 0%,
-      rgba(251, 191, 36, 0.08) 100%
-    );
-    border-left: 3px solid var(--color-warning);
-
-    &:hover {
-      background: linear-gradient(
-        135deg,
-        rgba(251, 191, 36, 0.22) 0%,
-        rgba(251, 191, 36, 0.12) 100%
-      );
-    }
+    box-shadow: inset 3px 0 0 var(--color-warning);
   }
 
   // Add spacing between items
@@ -712,11 +694,6 @@ function groupNeedsReview(group: BangumiGroup): boolean {
   }
 }
 
-.warning-text {
-  color: #d97706;
-  font-weight: 700;
-}
-
 .rule-list-item-info {
   flex: 1;
   min-width: 0;
@@ -773,117 +750,8 @@ function groupNeedsReview(group: BangumiGroup): boolean {
   margin-top: 2px;
 }
 
-.empty-guide {
-  display: flex;
-  flex-direction: column;
-  align-items: center;
-  justify-content: center;
-  min-height: 60vh;
-  padding: 24px;
-}
-
-.empty-guide-header {
-  text-align: center;
-  margin-bottom: 32px;
-}
-
-.empty-guide-title {
-  font-size: 20px;
-  font-weight: 600;
-  color: var(--color-text);
-  margin-bottom: 6px;
-}
-
-.empty-guide-subtitle {
-  font-size: 14px;
-  color: var(--color-text-secondary);
-}
-
-.empty-guide-steps {
-  display: flex;
-  flex-direction: column;
-  gap: 16px;
-  max-width: 400px;
-  width: 100%;
-}
-
-.empty-guide-action {
-  margin-top: 24px;
-}
-
-.empty-guide-step {
-  display: flex;
-  align-items: flex-start;
-  gap: 14px;
-  padding: 14px 16px;
-  border-radius: var(--radius-md);
-  border: 1px solid var(--color-border);
-  background: var(--color-surface);
-  transition: background-color var(--transition-normal),
-    border-color var(--transition-normal);
-}
-
-.empty-guide-step-number {
-  flex-shrink: 0;
-  width: 24px;
-  height: 24px;
-  border-radius: 50%;
-  background: var(--color-primary);
-  color: var(--color-white);
-  font-size: 13px;
-  font-weight: 600;
-  display: flex;
-  align-items: center;
-  justify-content: center;
-}
-
-.empty-guide-step-content {
-  flex: 1;
-  min-width: 0;
-}
-
-.empty-guide-step-title {
-  font-size: 14px;
-  font-weight: 600;
-  color: var(--color-text);
-  margin-bottom: 4px;
-}
-
-.empty-guide-step-desc {
-  font-size: 13px;
-  color: var(--color-text-secondary);
-  line-height: 1.4;
-}
-
-.anim-fade-in {
-  animation: fadeIn 0.5s ease both;
-}
-
-.anim-slide-up {
-  animation: slideUp 0.45s cubic-bezier(0.16, 1, 0.3, 1) both;
-  animation-delay: var(--delay, 0s);
-}
-
-@keyframes fadeIn {
-  from {
-    opacity: 0;
-    transform: translateY(-8px);
-  }
-  to {
-    opacity: 1;
-    transform: translateY(0);
-  }
-}
-
-@keyframes slideUp {
-  from {
-    opacity: 0;
-    transform: translateY(16px);
-  }
-  to {
-    opacity: 1;
-    transform: translateY(0);
-  }
+.page-empty {
+  padding: 12px;
 }
 </style>
 
@@ -898,4 +766,7 @@ function groupNeedsReview(group: BangumiGroup): boolean {
   opacity: 0;
   transform: translateY(8px);
 }
+.bangumi-move {
+  transition: transform var(--transition-normal);
+}
 </style>
diff --git a/webui/src/pages/index/calendar.vue b/webui/src/pages/index/calendar.vue
index df971060..4404d2e8 100644
--- a/webui/src/pages/index/calendar.vue
+++ b/webui/src/pages/index/calendar.vue
@@ -126,7 +126,7 @@ function onRuleSelect(rule: BangumiRule) {
 <template>
   <div class="page-calendar">
     <!-- Header -->
-    <div class="calendar-header anim-fade-in">
+    <div class="calendar-header calendar-enter">
       <!-- 页面本身已有 h1 “Calendar”，这里不再重复标题，只留说明文字 -->
       <div class="calendar-header-text">
         <p class="calendar-subtitle">
@@ -134,7 +134,6 @@ function onRuleSelect(rule: BangumiRule) {
         </p>
       </div>
       <ab-icon-button
-        class="calendar-refresh-btn"
         :class="{ 'calendar-refresh-btn--spinning': refreshing }"
         :disabled="refreshing"
         :label="$t('calendar.refresh')"
@@ -145,16 +144,18 @@ function onRuleSelect(rule: BangumiRule) {
     </div>
 
     <!-- Empty state -->
-    <div v-if="!hasBangumi" class="empty-guide">
-      <div class="empty-guide-header anim-fade-in">
-        <div class="empty-guide-title">
-          {{ $t('calendar.empty_state.title') }}
-        </div>
-        <div class="empty-guide-subtitle">
-          {{ $t('calendar.empty_state.subtitle') }}
-        </div>
-      </div>
-    </div>
+    <ab-empty
+      v-if="!hasBangumi"
+      class="empty-guide calendar-enter"
+      :title="$t('calendar.empty_state.title')"
+      :description="$t('calendar.empty_state.subtitle')"
+    >
+      <template #action>
+        <ab-button size="sm" :loading="refreshing" @click="refreshCalendar">
+          {{ $t('calendar.refresh') }}
+        </ab-button>
+      </template>
+    </ab-empty>
 
     <!-- Desktop: board of day columns -->
     <calendar-board
@@ -173,7 +174,6 @@ function onRuleSelect(rule: BangumiRule) {
       :grouped-by-day="groupedBangumiByDay"
       :today-index="todayIndex"
       :get-day-label="getDayLabel"
-      :has-bangumi="hasBangumi"
       @card-click="onCardClick"
     />
 
@@ -209,41 +209,8 @@ function onRuleSelect(rule: BangumiRule) {
   transition: color var(--transition-normal);
 }
 
-.calendar-refresh-btn {
-  display: flex;
-  align-items: center;
-  justify-content: center;
-  width: 34px;
-  height: 34px;
-  border-radius: var(--radius-md);
-
-  @include forTouch {
-    width: var(--touch-target);
-    height: var(--touch-target);
-  }
-  border: 1px solid var(--color-border);
-  background: var(--color-surface);
-  color: var(--color-text-secondary);
-  cursor: pointer;
-  transition: color var(--transition-fast), border-color var(--transition-fast),
-    background-color var(--transition-fast);
-
-  &:hover:not(:disabled) {
-    color: var(--color-primary);
-    border-color: var(--color-primary);
-    background: var(--color-primary-light);
-  }
-
-  &:disabled {
-    opacity: 0.6;
-    cursor: not-allowed;
-  }
-
-  &--spinning {
-    :deep(svg) {
-      animation: spin 1s linear infinite;
-    }
-  }
+.calendar-refresh-btn--spinning :deep(svg) {
+  animation: spin 1s linear infinite;
 }
 
 @keyframes spin {
@@ -254,53 +221,24 @@ function onRuleSelect(rule: BangumiRule) {
     transform: rotate(360deg);
   }
 }
+</style>
 
-// Empty state (reuse pattern from bangumi page)
-.empty-guide {
-  display: flex;
-  flex-direction: column;
-  align-items: center;
-  justify-content: center;
-  min-height: 40vh;
-  padding: 24px;
+<style lang="scss">
+// 日历页统一进场：标题、星期列、移动端分区共用（子组件根元素加 calendar-enter + --delay）
+.calendar-enter {
+  animation: calendar-enter var(--transition-slow) both;
+  animation-delay: var(--delay, 0s);
 }
 
-.empty-guide-header {
-  text-align: center;
-}
-
-.empty-guide-title {
-  font-size: 20px;
-  font-weight: 600;
-  color: var(--color-text);
-  margin-bottom: 6px;
-  transition: color var(--transition-normal);
-}
-
-.empty-guide-subtitle {
-  font-size: 14px;
-  color: var(--color-text-secondary);
-  transition: color var(--transition-normal);
-}
-
-// Animations
-.anim-fade-in {
-  animation: fadeIn 0.5s ease both;
-}
-
-@keyframes fadeIn {
+@keyframes calendar-enter {
   from {
     opacity: 0;
-    transform: translateY(-6px);
-  }
-  to {
-    opacity: 1;
-    transform: translateY(0);
+    transform: translateY(8px);
   }
 }
 
 @media (prefers-reduced-motion: reduce) {
-  .anim-fade-in {
+  .calendar-enter {
     animation: none;
   }
 }
diff --git a/webui/src/pages/index/config.vue b/webui/src/pages/index/config.vue
index fe92e29a..72febd7a 100644
--- a/webui/src/pages/index/config.vue
+++ b/webui/src/pages/index/config.vue
@@ -282,9 +282,19 @@ function endProgrammaticScroll() {
   scrollTimer = null;
 }
 
+// 程序化滚动静止 150ms 后才恢复 scroll-spy（平滑滚动时长不固定，长距离可超过 600ms）
+function armScrollTimer() {
+  if (scrollTimer) clearTimeout(scrollTimer);
+  scrollTimer = setTimeout(endProgrammaticScroll, 150);
+}
+
 function onScroll() {
   const container = scrollEl.value;
-  if (!container || isProgrammaticScroll) return;
+  if (!container) return;
+  if (isProgrammaticScroll) {
+    armScrollTimer();
+    return;
+  }
   const containerTop = container.getBoundingClientRect().top;
   const tops = visibleSections.value.flatMap(({ id }) => {
     const el = sectionEls.get(id);
@@ -301,9 +311,8 @@ function jumpTo(id: string) {
   if (!el) return;
   activeSection.value = id;
   isProgrammaticScroll = true;
-  // scrollend 不可用（Safari）或未触发时，由定时器兜底解除
-  if (scrollTimer) clearTimeout(scrollTimer);
-  scrollTimer = setTimeout(endProgrammaticScroll, 600);
+  // scrollend 不可用（Safari）或根本没有滚动时，由静止定时器兜底解除
+  armScrollTimer();
   scrollEl.value?.addEventListener('scrollend', endProgrammaticScroll, {
     once: true,
   });
@@ -456,6 +465,11 @@ onBeforeRouteLeave(() => {
   display: flex;
   flex-direction: column;
   gap: 10px;
+
+  // 保存栏与内容列同宽：rail 190 + gap 16 + 内容 860
+  @include forDesktop {
+    max-width: calc(190px + 16px + 860px);
+  }
 }
 
 .config-layout {
@@ -517,7 +531,7 @@ onBeforeRouteLeave(() => {
 .dirty-dot {
   width: 7px;
   height: 7px;
-  border-radius: var(--radius-full);
+  border-radius: 2px;
   background: var(--color-accent);
   flex-shrink: 0;
 }
@@ -546,9 +560,9 @@ onBeforeRouteLeave(() => {
 .config-no-match {
   display: flex;
   flex-direction: column;
-  align-items: center;
+  align-items: flex-start;
   gap: 10px;
-  padding: 32px 16px;
+  padding: 16px 0;
   color: var(--color-text-secondary);
   font-size: 14px;
 }
diff --git a/webui/src/pages/index/downloader.vue b/webui/src/pages/index/downloader.vue
index db1ff074..bd613a01 100644
--- a/webui/src/pages/index/downloader.vue
+++ b/webui/src/pages/index/downloader.vue
@@ -182,15 +182,45 @@ function onCheckedChange(keys: DataTableRowKey[]) {
 // 多个下载器实例时标出每个种子所在的实例
 const downloaders = useDownloaderInstances();
 
-const tableColumnsValue = computed<DataTableColumns<Row>>(() => [
-  {
-    type: 'selection',
-  },
-  {
+const { isMobile, isTablet } = useBreakpointQuery();
+
+function progressCell(row: QbTorrentInfo) {
+  return h(AbProgress, {
+    value: row.progress * 100,
+    label: `${Math.round(row.progress * 100)}%`,
+    state:
+      row.state === 'error' || row.state === 'missingFiles' ? 'error' : 'active',
+  });
+}
+
+function stateCell(row: QbTorrentInfo) {
+  return h(AbTag, { type: stateType(row.state), title: stateLabel(row.state) });
+}
+
+// 数据列：等宽数字右对齐，小数点与单位上下对齐
+const numCol = { align: 'right', className: 'num-col' } as const;
+
+// 手机只留勾选与名称列，进度/状态/大小收进名称下方一行
+function mobileNameCell(row: QbTorrentInfo) {
+  return h('div', { class: 'torrent-cell' }, [
+    h('div', { class: 'torrent-name' }, row.name),
+    h('div', { class: 'torrent-meta' }, [
+      progressCell(row),
+      stateCell(row),
+      h('span', { class: 'num-col' }, formatSize(row.size)),
+      downloaders.multiple.value
+        ? h('span', { class: 'num-col torrent-instance' }, row.downloader_id)
+        : null,
+    ]),
+  ]);
+}
+
+const tableColumnsValue = computed<DataTableColumns<Row>>(() => {
+  const nameCol: DataTableColumns<Row>[number] = {
     title: t('downloader.torrent.name'),
     key: 'name',
     // CSS 省略号 + title：不用逐行测量宽度的 tooltip
-    ellipsis: true,
+    ellipsis: !isMobile.value,
     className: 'name-col',
     minWidth: 200,
     colSpan: (row: Row): number =>
@@ -198,158 +228,124 @@ const tableColumnsValue = computed<DataTableColumns<Row>>(() => [
     cellProps: (row) => ({
       title: isGroupRow(row) ? row.group.savePath : row.name,
     }),
-    render: (row) =>
-      isGroupRow(row) ? `${row.group.name} (${row.group.count})` : row.name,
-  },
-  {
-    title: t('downloader.torrent.progress'),
-    key: 'progress',
-    width: 160,
-    render: torrentCell((row) => {
-      return h(AbProgress, {
-        value: row.progress * 100,
-        label: `${Math.round(row.progress * 100)}%`,
-        state:
-          row.state === 'error' || row.state === 'missingFiles'
-            ? 'error'
-            : 'active',
-      });
-    }),
-  },
-  {
-    title: t('downloader.torrent.status'),
-    key: 'state',
-    width: 130,
-    render: torrentCell((row) => {
-      return h(AbTag, {
-        type: stateType(row.state),
-        title: stateLabel(row.state),
-      });
-    }),
-  },
-  {
-    title: t('downloader.torrent.size'),
-    key: 'size',
-    width: 100,
-    render: torrentCell((row) => {
-      return formatSize(row.size);
-    }),
-  },
-  {
-    title: t('downloader.torrent.dlspeed'),
-    key: 'dlspeed',
-    width: 110,
-    render: torrentCell((row) => {
-      return formatSpeed(row.dlspeed);
-    }),
-  },
-  {
-    title: t('downloader.torrent.upspeed'),
-    key: 'upspeed',
-    width: 110,
-    render: torrentCell((row) => {
-      return formatSpeed(row.upspeed);
-    }),
-  },
-  {
-    title: 'ETA',
-    key: 'eta',
-    width: 80,
-    render: torrentCell((row) => {
-      return formatEta(row.eta);
-    }),
-  },
-  {
-    title: t('downloader.torrent.peers'),
-    key: 'peers',
-    width: 110,
-    render: torrentCell((row) => {
-      return `${row.num_seeds} / ${row.num_leechs}`;
-    }),
-  },
-  // 放在最后并完整显示 id（触屏没有悬停提示）
-  ...(downloaders.multiple.value
-    ? [
-        {
-          title: t('downloader.torrent.instance'),
-          key: 'downloader_id',
-          minWidth: 110,
-        },
-      ]
-    : []),
-]);
+    render: (row) => {
+      if (!isGroupRow(row)) return isMobile.value ? mobileNameCell(row) : row.name;
+      const label = `${row.group.name} (${row.group.count})`;
+      // 手机关掉了列省略号，分组名自己截断
+      return isMobile.value
+        ? h('span', { class: 'torrent-cell' }, h('span', { class: 'torrent-name' }, label))
+        : label;
+    },
+  };
+  if (isMobile.value) return [{ type: 'selection' }, nameCol];
+
+  return [
+    { type: 'selection' },
+    nameCol,
+    {
+      title: t('downloader.torrent.progress'),
+      key: 'progress',
+      width: 140,
+      render: torrentCell(progressCell),
+    },
+    {
+      title: t('downloader.torrent.status'),
+      key: 'state',
+      width: 130,
+      render: torrentCell(stateCell),
+    },
+    {
+      title: t('downloader.torrent.size'),
+      key: 'size',
+      width: 100,
+      ...numCol,
+      render: torrentCell((row) => formatSize(row.size)),
+    },
+    {
+      title: t('downloader.torrent.dlspeed'),
+      key: 'dlspeed',
+      width: 110,
+      ...numCol,
+      render: torrentCell((row) => formatSpeed(row.dlspeed)),
+    },
+    // 平板宽度不够：去掉上传速度、ETA、做种/下载
+    ...(isTablet.value
+      ? []
+      : [
+          {
+            title: t('downloader.torrent.upspeed'),
+            key: 'upspeed',
+            width: 110,
+            ...numCol,
+            render: torrentCell((row) => formatSpeed(row.upspeed)),
+          },
+          {
+            title: 'ETA',
+            key: 'eta',
+            width: 72,
+            ...numCol,
+            render: torrentCell((row) => formatEta(row.eta)),
+          },
+          {
+            title: t('downloader.torrent.peers'),
+            key: 'peers',
+            width: 110,
+            ...numCol,
+            render: torrentCell((row) => `${row.num_seeds} / ${row.num_leechs}`),
+          },
+        ]),
+    // 多个下载器实例时放在最后；定宽，名称列是唯一的弹性列
+    ...(downloaders.multiple.value
+      ? [
+          {
+            title: t('downloader.torrent.instance'),
+            key: 'downloader_id',
+            width: 130,
+            ellipsis: true,
+            cellProps: (row: Row) => ({
+              title: isGroupRow(row) ? undefined : row.downloader_id,
+            }),
+          },
+        ]
+      : []),
+  ];
+});
+
+// 表格最小宽度 = 各列定宽 + 名称列下限：WebKit 在 table-layout: fixed 下忽略
+// <col> 的 min-width，不设 scroll-x 时名称列会被算成 0
+const tableMinWidth = computed(() =>
+  tableColumnsValue.value.reduce((sum, col) => {
+    if (col.type === 'selection') return sum + 40;
+    const c = col as { width?: number; minWidth?: number };
+    return sum + (c.width ?? c.minWidth ?? 0);
+  }, 0)
+);
 </script>
 
 <template>
   <div class="page-downloader">
-    <div v-if="isNull" class="empty-guide">
-      <div class="empty-guide-header anim-fade-in">
-        <div class="empty-guide-title">
-          {{ $t('downloader.empty.title') }}
-        </div>
-        <div class="empty-guide-subtitle">
-          {{ $t('downloader.empty.subtitle') }}
-        </div>
-      </div>
-
-      <div class="empty-guide-steps">
-        <div class="empty-guide-step anim-slide-up" style="--delay: 0.15s">
-          <div class="empty-guide-step-number">
-            1
-          </div>
-          <div class="empty-guide-step-content">
-            <div class="empty-guide-step-title">
-              {{ $t('downloader.empty.step1_title') }}
-            </div>
-            <div class="empty-guide-step-desc">
-              {{ $t('downloader.empty.step1_desc') }}
-            </div>
-          </div>
-        </div>
-
-        <div class="empty-guide-step anim-slide-up" style="--delay: 0.3s">
-          <div class="empty-guide-step-number">
-            2
-          </div>
-          <div class="empty-guide-step-content">
-            <div class="empty-guide-step-title">
-              {{ $t('downloader.empty.step2_title') }}
-            </div>
-            <div class="empty-guide-step-desc">
-              {{ $t('downloader.empty.step2_desc') }}
-            </div>
-          </div>
-        </div>
-
-        <div class="empty-guide-step anim-slide-up" style="--delay: 0.45s">
-          <div class="empty-guide-step-number">
-            3
-          </div>
-          <div class="empty-guide-step-content">
-            <div class="empty-guide-step-title">
-              {{ $t('downloader.empty.step3_title') }}
-            </div>
-            <div class="empty-guide-step-desc">
-              {{ $t('downloader.empty.step3_desc') }}
-            </div>
-          </div>
-        </div>
-      </div>
-
-      <RouterLink
-        to="/config"
-        class="empty-guide-action anim-slide-up"
-        style="--delay: 0.6s"
+    <div v-if="isNull" class="page-empty">
+      <ab-empty
+        :title="$t('downloader.empty.title')"
+        :description="$t('downloader.empty.subtitle')"
       >
-        {{ $t('sidebar.config') }}
-      </RouterLink>
+        <template #action>
+          <ol class="empty-steps">
+            <li v-for="n in 3" :key="n">
+              <span class="empty-steps-title">{{
+                $t(`downloader.empty.step${n}_title`)
+              }}</span>
+              {{ $t(`downloader.empty.step${n}_desc`) }}
+            </li>
+          </ol>
+          <ab-button variant="primary" @click="$router.push('/config')">
+            {{ $t('sidebar.config') }}
+          </ab-button>
+        </template>
+      </ab-empty>
     </div>
 
-    <div
-      v-else
-      class="downloader-content"
-      :class="{ 'has-selection': selectedKeys.size > 0 }"
-    >
+    <div v-else class="downloader-content">
       <div v-if="groups.length === 0 && !loading" class="downloader-empty">
         {{ $t('downloader.empty_torrents') }}
       </div>
@@ -366,6 +362,7 @@ const tableColumnsValue = computed<DataTableColumns<Row>>(() => [
         :bordered="false"
         :checked-row-keys="checkedKeys"
         :expanded-row-keys="expandedKeys"
+        :scroll-x="tableMinWidth"
         virtual-scroll
         flex-height
         size="small"
@@ -373,7 +370,8 @@ const tableColumnsValue = computed<DataTableColumns<Row>>(() => [
         @update:expanded-row-keys="onExpandedChange"
       />
 
-      <Transition name="fade">
+      <!-- 操作栏在内容列底部占位（不 fixed）：不遮表格、不压底栏，无需预留 padding -->
+      <Transition name="action-bar">
         <div v-if="selectedKeys.size > 0" class="action-bar">
           <span class="action-bar-count">
             {{ selectedKeys.size }} {{ $t('downloader.selected') }}
@@ -416,14 +414,6 @@ const tableColumnsValue = computed<DataTableColumns<Row>>(() => [
   flex: 1;
   min-height: 0;
   gap: 12px;
-  padding-bottom: 60px;
-
-  // 手机端操作栏为两行布局，留出其高度，避免遮住最后几行
-  &.has-selection {
-    @media (width < 640px) {
-      padding-bottom: 104px;
-    }
-  }
 }
 
 // flex-height：表格填满页面剩余高度，虚拟滚动在表体内进行
@@ -443,6 +433,59 @@ const tableColumnsValue = computed<DataTableColumns<Row>>(() => [
   :deep(.name-col .n-data-table-td__ellipsis) {
     max-width: calc(100% - 40px);
   }
+
+  :deep(.num-col) {
+    white-space: nowrap;
+  }
+
+  // 列 className 同时加在 th 上：只给单元格用等宽字体，表头与其他列一致
+  :deep(td.num-col),
+  :deep(.torrent-meta .num-col) {
+    font-family: var(--font-mono);
+    font-size: 13px;
+    font-variant-numeric: tabular-nums;
+  }
+
+  // 手机名称格：名称一行省略，下方一行进度/状态/大小
+  :deep(.torrent-cell) {
+    display: inline-flex;
+    flex-direction: column;
+    gap: 4px;
+    width: calc(100% - 40px);
+    vertical-align: top;
+  }
+
+  :deep(.torrent-name) {
+    overflow: hidden;
+    text-overflow: ellipsis;
+  }
+
+  // 进度条定宽：各行轨道等长、状态标签起点对齐；大小靠右，格子太窄时换到下一行
+  :deep(.torrent-meta) {
+    display: flex;
+    flex-wrap: wrap;
+    align-items: center;
+    gap: 4px 8px;
+    font-size: 12px;
+    color: var(--color-text-secondary);
+
+    .ab-progress {
+      flex: 0 0 80px;
+    }
+
+    > .num-col {
+      margin-left: auto;
+    }
+
+    // 多实例时实例 id 独占一行，过长省略
+    > .torrent-instance {
+      flex-basis: 100%;
+      min-width: 0;
+      margin-left: 0;
+      overflow: hidden;
+      text-overflow: ellipsis;
+    }
+  }
 }
 
 .downloader-empty {
@@ -455,26 +498,20 @@ const tableColumnsValue = computed<DataTableColumns<Row>>(() => [
 }
 
 .action-bar {
-  position: fixed;
-  bottom: calc(24px + env(safe-area-inset-bottom, 0px));
-  left: 50%;
-  transform: translateX(-50%);
+  flex-shrink: 0;
+  align-self: center;
   display: flex;
   align-items: center;
   gap: 16px;
+  max-width: 100%;
   padding: 10px 20px;
   border-radius: var(--radius-md);
   background: var(--color-surface);
   border: 1px solid var(--color-border);
-  box-shadow: 0 4px 16px rgba(0, 0, 0, 0.12);
-  z-index: 100;
-  max-width: calc(100vw - 32px);
+  box-shadow: var(--shadow-md);
 
   @media (width < 640px) {
-    bottom: calc(72px + env(safe-area-inset-bottom, 0px));
-    left: 16px;
-    right: 16px;
-    transform: none;
+    align-self: stretch;
     flex-direction: column;
     gap: 8px;
     padding: 12px 16px;
@@ -500,143 +537,15 @@ const tableColumnsValue = computed<DataTableColumns<Row>>(() => [
   }
 }
 
-.fade-enter-active,
-.fade-leave-active {
-  transition: opacity 0.2s ease, transform 0.2s ease;
+.action-bar-enter-active,
+.action-bar-leave-active {
+  transition: opacity var(--transition-normal),
+    transform var(--transition-normal);
 }
 
-.fade-enter-from,
-.fade-leave-to {
+.action-bar-enter-from,
+.action-bar-leave-to {
   opacity: 0;
-  transform: translateX(-50%) translateY(8px);
-
-  @media (width < 640px) {
-    transform: translateY(8px);
-  }
-}
-
-.empty-guide {
-  display: flex;
-  flex-direction: column;
-  align-items: center;
-  justify-content: center;
-  flex: 1;
-  padding: 24px;
-}
-
-.empty-guide-header {
-  text-align: center;
-  margin-bottom: 32px;
-}
-
-.empty-guide-title {
-  font-size: 20px;
-  font-weight: 600;
-  color: var(--color-text);
-  margin-bottom: 6px;
-}
-
-.empty-guide-subtitle {
-  font-size: 14px;
-  color: var(--color-text-secondary);
-}
-
-.empty-guide-steps {
-  display: flex;
-  flex-direction: column;
-  gap: 16px;
-  max-width: 400px;
-  width: 100%;
-}
-
-.empty-guide-step {
-  display: flex;
-  align-items: flex-start;
-  gap: 14px;
-  padding: 14px 16px;
-  border-radius: var(--radius-md);
-  border: 1px solid var(--color-border);
-  background: var(--color-surface);
-  transition: background-color var(--transition-normal),
-    border-color var(--transition-normal);
-}
-
-.empty-guide-step-number {
-  flex-shrink: 0;
-  width: 24px;
-  height: 24px;
-  border-radius: 50%;
-  background: var(--color-primary);
-  color: #fff;
-  font-size: 13px;
-  font-weight: 600;
-  display: flex;
-  align-items: center;
-  justify-content: center;
-}
-
-.empty-guide-step-content {
-  flex: 1;
-  min-width: 0;
-}
-
-.empty-guide-step-title {
-  font-size: 14px;
-  font-weight: 600;
-  color: var(--color-text);
-  margin-bottom: 4px;
-}
-
-.empty-guide-step-desc {
-  font-size: 13px;
-  color: var(--color-text-secondary);
-  line-height: 1.4;
-}
-
-.empty-guide-action {
-  margin-top: 24px;
-  padding: 8px 24px;
-  border-radius: var(--radius-md);
-  background: var(--color-primary);
-  color: #fff;
-  font-size: 14px;
-  font-weight: 500;
-  text-decoration: none;
-  transition: background-color var(--transition-fast);
-
-  &:hover {
-    background: var(--color-primary-hover);
-  }
-}
-
-.anim-fade-in {
-  animation: fadeIn 0.5s ease both;
-}
-
-.anim-slide-up {
-  animation: slideUp 0.45s cubic-bezier(0.16, 1, 0.3, 1) both;
-  animation-delay: var(--delay, 0s);
-}
-
-@keyframes fadeIn {
-  from {
-    opacity: 0;
-    transform: translateY(-8px);
-  }
-  to {
-    opacity: 1;
-    transform: translateY(0);
-  }
-}
-
-@keyframes slideUp {
-  from {
-    opacity: 0;
-    transform: translateY(16px);
-  }
-  to {
-    opacity: 1;
-    transform: translateY(0);
-  }
+  transform: translateY(4px);
 }
 </style>
diff --git a/webui/src/pages/index/log.vue b/webui/src/pages/index/log.vue
index 5b6a55bf..926dd358 100644
--- a/webui/src/pages/index/log.vue
+++ b/webui/src/pages/index/log.vue
@@ -133,22 +133,22 @@ onDeactivated(() => {
   <div class="page-log">
     <div class="log-layout">
       <div class="log-main">
-        <div
+        <ab-alert
           v-if="hasProblems"
-          class="log-health"
-          :class="{ 'has-errors': errorCount > 0 }"
-          role="status"
-        >
-          <b>{{
+          :type="errorCount > 0 ? 'danger' : 'warning'"
+          :title="
             $t('log.health_summary', {
               errors: errorCount,
               warnings: warningCount,
             })
-          }}</b>
-          <ab-button size="sm" @click="jumpToFirstProblem">
-            {{ $t('log.jump_first') }} ↓
-          </ab-button>
-        </div>
+          "
+        >
+          <template #action>
+            <ab-button size="sm" @click="jumpToFirstProblem">
+              {{ $t('log.jump_first') }} ↓
+            </ab-button>
+          </template>
+        </ab-alert>
 
         <div class="log-viewer-card">
           <div class="log-toolbar">
@@ -297,27 +297,9 @@ onDeactivated(() => {
   gap: 10px;
 }
 
-.log-health {
-  display: flex;
+// 健康摘要只有一行引导词：与右侧按钮垂直居中
+.log-main > :deep(.ab-alert) {
   align-items: center;
-  justify-content: space-between;
-  gap: 10px;
-  padding: 8px 12px;
-  border-radius: var(--radius-md);
-  border: 1px solid var(--color-warning-border);
-  background: var(--color-warning-bg);
-  color: var(--color-warning-text);
-  font-size: 13px;
-
-  &.has-errors {
-    border-color: color-mix(in srgb, var(--color-danger) 35%, transparent);
-    background: color-mix(
-      in srgb,
-      var(--color-danger) 8%,
-      var(--color-surface)
-    );
-    color: var(--color-danger);
-  }
 }
 
 .log-viewer-card {
@@ -336,10 +318,13 @@ onDeactivated(() => {
   border-bottom: 1px solid var(--color-border);
 }
 
+// 筛选项不换行：放不下时整组单独占一行并横向滚动，
+// 搜索框与操作按钮落到下一行，不出现 3+1 的零散换行
 .filter-chips {
   display: flex;
-  flex-wrap: wrap;
   gap: 6px;
+  overflow-x: auto;
+  scrollbar-width: none;
 }
 
 .filter-chip {
@@ -355,10 +340,19 @@ onDeactivated(() => {
   font-variant-numeric: tabular-nums;
 }
 
-.log-search {
-  flex: 1;
-  min-width: 140px;
-  max-width: 260px;
+// 与同行 sm 按钮等高（ab-input 默认 34px）；窄屏时与操作按钮共用一行并占满剩余宽度
+.log-toolbar .log-search {
+  flex: 1 1 100px;
+  min-width: 0;
+  height: 28px;
+
+  @include forDesktop {
+    max-width: 260px;
+  }
+
+  @include forTouch {
+    height: var(--touch-target);
+  }
 }
 
 .log-actions {
@@ -413,42 +407,36 @@ onDeactivated(() => {
   }
 }
 
+// 级别：方块语义标记 + 墨色文字（与 ab-tag 一致），不用着色填充
 .log-level {
   display: inline-flex;
   align-items: center;
-  justify-content: center;
-  min-width: 58px;
-  padding: 1px 6px;
-  border-radius: var(--radius-sm);
+  gap: 6px;
   font-size: 10.5px;
-  font-weight: 700;
+  font-weight: 600;
   letter-spacing: 0.04em;
+  color: var(--color-text-secondary);
 
-  &.level-info {
-    background: var(--color-surface-hover);
-    color: var(--color-text-secondary);
+  &::before {
+    content: '';
+    width: 7px;
+    height: 7px;
+    border-radius: 2px;
+    flex-shrink: 0;
+    background: var(--color-text-muted);
   }
 
-  &.level-debug {
+  &.level-debug::before {
     background: transparent;
-    border: 1px dashed var(--color-border-hover);
-    color: var(--color-text-secondary);
+    box-shadow: inset 0 0 0 1px var(--color-text-muted);
   }
 
-  &.level-warning {
-    background: var(--color-warning-bg);
-    border: 1px solid var(--color-warning-border);
-    color: var(--color-warning-text);
+  &.level-warning::before {
+    background: var(--color-warning);
   }
 
-  &.level-error {
-    background: color-mix(
-      in srgb,
-      var(--color-danger) 12%,
-      var(--color-surface)
-    );
-    border: 1px solid color-mix(in srgb, var(--color-danger) 40%, transparent);
-    color: var(--color-danger);
+  &.level-error::before {
+    background: var(--color-danger);
   }
 }
 
diff --git a/webui/src/pages/index/market/[[id]].vue b/webui/src/pages/index/market/[[id]].vue
index b12e26f8..a51f8d62 100644
--- a/webui/src/pages/index/market/[[id]].vue
+++ b/webui/src/pages/index/market/[[id]].vue
@@ -136,8 +136,12 @@ function resetFilters() {
 }
 
 // 选中项：/market/:id；桌面上没有 id 时默认显示列表第一项
-const routeId = computed(
-  () => (route.params as Record<string, string | undefined>).id
+// 离场淡出时 useRoute() 已是下一个路由（如 /plugins/:id 也叫 id）：
+// 只在本路由激活时取参数，否则保留上一个值
+const routeId = computed<string | undefined>((prev) =>
+  route.name === 'Market'
+    ? (route.params as Record<string, string | undefined>).id
+    : prev
 );
 const selected = computed(() => {
   const list = catalog.value ?? [];
@@ -238,7 +242,10 @@ function permissionLabel(id: string) {
       <ab-icon-button :label="$t('market.back')" @click="back">
         <ChevronLeft :size="20" />
       </ab-icon-button>
-      <h1 class="market__bar-title">
+      <h1
+        class="market__bar-title"
+        :title="selected ? selected.name || selected.id : undefined"
+      >
         {{ selected ? selected.name || selected.id : $t('market.title') }}
       </h1>
     </header>
@@ -281,18 +288,24 @@ function permissionLabel(id: string) {
           v-model="state"
           class="market__state"
           :options="stateOptions"
+          :consistent-menu-width="false"
           :aria-label="$t('market.state_filter')"
         />
+        <ab-segmented
+          v-if="catalog?.length"
+          v-model:value="category"
+          size="sm"
+          class="market__tabs"
+          :options="categoryOptions"
+          :aria-label="$t('market.categories')"
+        />
+        <!-- 首次加载：给分类 Tab 留同高的位置，内容出现时不再下移 -->
+        <div
+          v-else-if="!catalog && loading"
+          class="market__tabs market__tabs--placeholder"
+          aria-hidden="true"
+        />
       </header>
-
-      <ab-segmented
-        v-if="catalog?.length"
-        v-model:value="category"
-        size="sm"
-        class="market__tabs"
-        :options="categoryOptions"
-        :aria-label="$t('market.categories')"
-      />
     </template>
 
     <ab-alert v-if="stale" type="warning" :title="$t('market.stale_lead')">
@@ -305,7 +318,15 @@ function permissionLabel(id: string) {
       </template>
     </ab-alert>
 
-    <ab-skeleton v-if="!catalog && loading" preset="row" :count="5" />
+    <!-- 骨架与最终的列表 + 详情双栏同形 -->
+    <div v-if="!catalog && loading" class="market__panes">
+      <div class="market__list">
+        <ab-skeleton preset="row" :count="6" />
+      </div>
+      <div v-if="!isMobile" class="market__detail">
+        <ab-skeleton preset="lines" :count="4" />
+      </div>
+    </div>
 
     <ab-empty
       v-else-if="!catalog && error !== null"
@@ -322,6 +343,29 @@ function permissionLabel(id: string) {
       </template>
     </ab-empty>
 
+    <!-- 列表为空且没有选中的插件：单独的左对齐空状态，不嵌进双栏。
+         路由带 id 时保留双栏，详情与进行中的安装确认不能消失 -->
+    <template v-else-if="catalog && !visible.length && !routeId">
+      <ab-empty
+        v-if="query.trim()"
+        :title="$t('market.no_match', { query: query.trim() })"
+      >
+        <template #action>
+          <ab-button size="sm" variant="ghost" @click="query = ''">
+            {{ $t('market.clear_search') }}
+          </ab-button>
+        </template>
+      </ab-empty>
+      <ab-empty v-else-if="catalog.length" :title="$t('market.no_filter_match')">
+        <template #action>
+          <ab-button size="sm" variant="ghost" @click="resetFilters">
+            {{ $t('market.show_all') }}
+          </ab-button>
+        </template>
+      </ab-empty>
+      <ab-empty v-else :title="$t('market.empty')" />
+    </template>
+
     <div v-else-if="catalog" class="market__panes">
       <nav
         v-if="!showDetail"
@@ -340,7 +384,7 @@ function permissionLabel(id: string) {
           "
         >
           <span class="row__name">{{ entry.name || entry.id }}</span>
-          <span class="row__version">{{ entry.version }}</span>
+          <span class="row__version" :title="entry.version">{{ entry.version }}</span>
           <span class="row__state">
             <span
               class="mark"
@@ -351,32 +395,19 @@ function permissionLabel(id: string) {
           </span>
           <span class="row__author">{{ entry.authors.join(', ') }}</span>
         </RouterLink>
-
         <ab-empty
-          v-if="!visible.length && query.trim()"
-          :title="$t('market.no_match', { query: query.trim() })"
-        >
-          <template #action>
-            <ab-button size="sm" variant="ghost" @click="query = ''">
-              {{ $t('market.clear_search') }}
-            </ab-button>
-          </template>
-        </ab-empty>
-        <ab-empty
-          v-else-if="!visible.length && catalog.length"
-          :title="$t('market.no_filter_match')"
-        >
-          <template #action>
-            <ab-button size="sm" variant="ghost" @click="resetFilters">
-              {{ $t('market.show_all') }}
-            </ab-button>
-          </template>
-        </ab-empty>
-        <ab-empty v-else-if="!catalog.length" :title="$t('market.empty')" />
+          v-if="!visible.length"
+          :title="
+            query.trim()
+              ? $t('market.no_match', { query: query.trim() })
+              : $t('market.no_filter_match')
+          "
+        />
       </nav>
 
       <section
         v-if="selected && (!isMobile || showDetail)"
+        :key="confirming ? 'confirm' : selected.id"
         class="market__detail"
       >
         <MarketConfirm
@@ -488,6 +519,19 @@ function permissionLabel(id: string) {
           </div>
         </template>
       </section>
+
+      <section
+        v-else-if="routeId && (!isMobile || showDetail)"
+        class="market__detail"
+      >
+        <ab-empty :title="$t('market.not_found')" :description="routeId">
+          <template #action>
+            <ab-button size="sm" variant="ghost" @click="back">
+              {{ $t('market.back') }}
+            </ab-button>
+          </template>
+        </ab-empty>
+      </section>
     </div>
   </div>
 </template>
@@ -503,6 +547,10 @@ function permissionLabel(id: string) {
 }
 
 .market__tabs {
+  grid-area: tabs;
+  // 与原先在 header 外时一样，离搜索行 12px（header 行距 8px）
+  margin-top: 4px;
+
   @include forMobile {
     max-width: 100%;
     overflow-x: auto;
@@ -511,7 +559,7 @@ function permissionLabel(id: string) {
     // 选中下划线（margin-bottom:-1px），焦点框也被裁。上下留 4px 并用背景线画边框，
     // 负 margin 抵消留白，布局与边线位置不变。
     padding-block: 4px;
-    margin-block: -4px -3px;
+    margin-block: 0 -3px;
     border-bottom: none;
     background: linear-gradient(var(--color-border), var(--color-border))
       left bottom 3px / 100% 1px no-repeat;
@@ -527,22 +575,42 @@ function permissionLabel(id: string) {
   }
 }
 
+// 手机：标题 | 目录状态 / 搜索 | 状态 / 分类；
+// 平板以上：搜索 | 状态 / 分类 | 目录状态 —— 目录状态宽度变化不再推动搜索框与下拉
 .market__top {
   display: grid;
   grid-template-areas:
     'title meta'
-    'search state';
+    'search state'
+    'tabs tabs';
   grid-template-columns: minmax(0, 1fr) 128px;
   align-items: center;
   gap: 8px;
 
   @include forTablet {
-    grid-template-areas: 'search state meta';
-    grid-template-columns: minmax(0, 1fr) 140px auto;
+    grid-template-areas:
+      'search search state'
+      'tabs meta meta';
+    grid-template-columns: minmax(0, 1fr) auto 140px;
     gap: 8px 12px;
   }
 }
 
+// 与 ab-segmented 同高：标签行 27px + 底线（手机/平板由 .market__tabs 加上下 4px 留白）
+.market__tabs--placeholder {
+  box-sizing: content-box;
+  height: 27px;
+
+  // 桌面画 ab-segmented 的底线；手机/平板已由 .market__tabs 的背景线画出
+  @include forDesktop {
+    border-bottom: 1px solid var(--color-border);
+  }
+
+  @include forTouch {
+    height: 35px;
+  }
+}
+
 .market__title,
 .market__bar-title {
   margin: 0;
@@ -584,7 +652,6 @@ function permissionLabel(id: string) {
 }
 
 .market__time {
-  font-family: var(--font-mono);
   font-variant-numeric: tabular-nums;
 }
 
@@ -615,10 +682,13 @@ function permissionLabel(id: string) {
   min-width: 0;
 }
 
+// 长名称最多两行，完整名称在 title 提示里
 .market__bar-title {
+  display: -webkit-box;
+  -webkit-box-orient: vertical;
+  -webkit-line-clamp: 2;
   overflow: hidden;
-  text-overflow: ellipsis;
-  white-space: nowrap;
+  overflow-wrap: anywhere;
 }
 
 // 桌面：列表 + 详情双栏，各自滚动；手机：只显示其中一栏
@@ -647,11 +717,17 @@ function permissionLabel(id: string) {
   @include forTablet {
     border-right: 1px solid var(--color-border);
   }
+
+  // 手机上从详情返回时列表按 v-if 重新挂载：与进入详情同样的淡入上移
+  @include forMobile {
+    animation: detail-enter var(--transition-normal) both;
+  }
 }
 
+// 右列最多占 45%，名称至少保留一半以上
 .row {
   display: grid;
-  grid-template-columns: 1fr auto;
+  grid-template-columns: minmax(0, 1fr) fit-content(45%);
   align-items: baseline;
   gap: 2px 10px;
   flex-shrink: 0;
@@ -696,9 +772,13 @@ function permissionLabel(id: string) {
 }
 
 .row__version {
+  min-width: 0;
+  overflow: hidden;
   color: var(--color-text-secondary);
   font-size: 12px;
   text-align: right;
+  text-overflow: ellipsis;
+  white-space: nowrap;
 }
 
 .row__state {
@@ -747,6 +827,8 @@ function permissionLabel(id: string) {
   min-width: 0;
   min-height: 0;
   overflow: auto;
+  // 换插件 / 进入确认时按 key 重建：与路由切换同样的淡入上移
+  animation: detail-enter var(--transition-normal) both;
 
   @include forTablet {
     padding: 16px 20px 0;
@@ -768,21 +850,28 @@ function permissionLabel(id: string) {
   margin: 0;
   font-size: 17px;
   font-weight: 650;
+  overflow-wrap: anywhere;
 }
 
 .detail__desc {
   margin: 2px 0 0;
   color: var(--color-text-secondary);
   font-size: 13px;
+  overflow-wrap: anywhere;
 }
 
 .detail__kv {
   display: grid;
   grid-template-columns: minmax(64px, max-content) 1fr;
+  align-items: baseline;
   gap: 8px 14px;
   margin: 0;
   font-size: 13px;
 
+  @include forMobile {
+    grid-template-columns: minmax(64px, 7.5em) 1fr;
+  }
+
   dt {
     color: var(--color-text-secondary);
   }
@@ -888,5 +977,33 @@ function permissionLabel(id: string) {
   :deep(a) {
     color: var(--color-primary);
   }
+
+  :deep(table) {
+    display: block;
+    overflow-x: auto;
+    border-collapse: collapse;
+    margin: 0 0 8px;
+    font-size: 12px;
+    overflow-wrap: normal;
+  }
+
+  :deep(th),
+  :deep(td) {
+    padding: 4px 8px;
+    border-bottom: 1px solid var(--color-border);
+    text-align: left;
+    vertical-align: top;
+  }
+
+  :deep(th) {
+    font-weight: 600;
+  }
+}
+
+@keyframes detail-enter {
+  from {
+    opacity: 0;
+    transform: translateY(6px);
+  }
 }
 </style>
diff --git a/webui/src/pages/index/player.vue b/webui/src/pages/index/player.vue
index f9195d2f..aed43dda 100644
--- a/webui/src/pages/index/player.vue
+++ b/webui/src/pages/index/player.vue
@@ -8,67 +8,25 @@ const { url } = storeToRefs(usePlayerStore());
 
 <template>
   <div class="page-embed">
-    <div v-if="url === ''" class="empty-guide">
-      <div class="empty-guide-header anim-fade-in">
-        <div class="empty-guide-title">
-          {{ $t('player.empty.title') }}
-        </div>
-        <div class="empty-guide-subtitle">
-          {{ $t('player.empty.subtitle') }}
-        </div>
-      </div>
-
-      <div class="empty-guide-steps">
-        <div class="empty-guide-step anim-slide-up" style="--delay: 0.15s">
-          <div class="empty-guide-step-number">
-            1
-          </div>
-          <div class="empty-guide-step-content">
-            <div class="empty-guide-step-title">
-              {{ $t('player.empty.step1_title') }}
-            </div>
-            <div class="empty-guide-step-desc">
-              {{ $t('player.empty.step1_desc') }}
-            </div>
-          </div>
-        </div>
-
-        <div class="empty-guide-step anim-slide-up" style="--delay: 0.3s">
-          <div class="empty-guide-step-number">
-            2
-          </div>
-          <div class="empty-guide-step-content">
-            <div class="empty-guide-step-title">
-              {{ $t('player.empty.step2_title') }}
-            </div>
-            <div class="empty-guide-step-desc">
-              {{ $t('player.empty.step2_desc') }}
-            </div>
-          </div>
-        </div>
-
-        <div class="empty-guide-step anim-slide-up" style="--delay: 0.45s">
-          <div class="empty-guide-step-number">
-            3
-          </div>
-          <div class="empty-guide-step-content">
-            <div class="empty-guide-step-title">
-              {{ $t('player.empty.step3_title') }}
-            </div>
-            <div class="empty-guide-step-desc">
-              {{ $t('player.empty.step3_desc') }}
-            </div>
-          </div>
-        </div>
-      </div>
-
-      <RouterLink
-        to="/config"
-        class="empty-guide-action anim-slide-up"
-        style="--delay: 0.6s"
+    <div v-if="url === ''" class="page-empty">
+      <ab-empty
+        :title="$t('player.empty.title')"
+        :description="$t('player.empty.subtitle')"
       >
-        {{ $t('sidebar.config') }}
-      </RouterLink>
+        <template #action>
+          <ol class="empty-steps">
+            <li v-for="n in 3" :key="n">
+              <span class="empty-steps-title">{{
+                $t(`player.empty.step${n}_title`)
+              }}</span>
+              {{ $t(`player.empty.step${n}_desc`) }}
+            </li>
+          </ol>
+          <ab-button variant="primary" @click="$router.push('/config')">
+            {{ $t('sidebar.config') }}
+          </ab-button>
+        </template>
+      </ab-empty>
     </div>
 
     <iframe
@@ -97,129 +55,4 @@ const { url } = storeToRefs(usePlayerStore());
   border-radius: var(--radius-md);
   border: 1px solid var(--color-border);
 }
-
-.empty-guide {
-  display: flex;
-  flex-direction: column;
-  align-items: center;
-  justify-content: center;
-  flex: 1;
-  padding: 24px;
-}
-
-.empty-guide-header {
-  text-align: center;
-  margin-bottom: 32px;
-}
-
-.empty-guide-title {
-  font-size: 20px;
-  font-weight: 600;
-  color: var(--color-text);
-  margin-bottom: 6px;
-}
-
-.empty-guide-subtitle {
-  font-size: 14px;
-  color: var(--color-text-secondary);
-}
-
-.empty-guide-steps {
-  display: flex;
-  flex-direction: column;
-  gap: 16px;
-  max-width: 400px;
-  width: 100%;
-}
-
-.empty-guide-step {
-  display: flex;
-  align-items: flex-start;
-  gap: 14px;
-  padding: 14px 16px;
-  border-radius: var(--radius-md);
-  border: 1px solid var(--color-border);
-  background: var(--color-surface);
-  transition: background-color var(--transition-normal),
-    border-color var(--transition-normal);
-}
-
-.empty-guide-step-number {
-  flex-shrink: 0;
-  width: 24px;
-  height: 24px;
-  border-radius: 50%;
-  background: var(--color-primary);
-  color: #fff;
-  font-size: 13px;
-  font-weight: 600;
-  display: flex;
-  align-items: center;
-  justify-content: center;
-}
-
-.empty-guide-step-content {
-  flex: 1;
-  min-width: 0;
-}
-
-.empty-guide-step-title {
-  font-size: 14px;
-  font-weight: 600;
-  color: var(--color-text);
-  margin-bottom: 4px;
-}
-
-.empty-guide-step-desc {
-  font-size: 13px;
-  color: var(--color-text-secondary);
-  line-height: 1.4;
-}
-
-.empty-guide-action {
-  margin-top: 24px;
-  padding: 8px 24px;
-  border-radius: var(--radius-md);
-  background: var(--color-primary);
-  color: #fff;
-  font-size: 14px;
-  font-weight: 500;
-  text-decoration: none;
-  transition: background-color var(--transition-fast);
-
-  &:hover {
-    background: var(--color-primary-hover);
-  }
-}
-
-.anim-fade-in {
-  animation: fadeIn 0.5s ease both;
-}
-
-.anim-slide-up {
-  animation: slideUp 0.45s cubic-bezier(0.16, 1, 0.3, 1) both;
-  animation-delay: var(--delay, 0s);
-}
-
-@keyframes fadeIn {
-  from {
-    opacity: 0;
-    transform: translateY(-8px);
-  }
-  to {
-    opacity: 1;
-    transform: translateY(0);
-  }
-}
-
-@keyframes slideUp {
-  from {
-    opacity: 0;
-    transform: translateY(16px);
-  }
-  to {
-    opacity: 1;
-    transform: translateY(0);
-  }
-}
 </style>
diff --git a/webui/src/pages/index/plugins/[id].vue b/webui/src/pages/index/plugins/[id].vue
index 35acd3c6..8b21a3ac 100644
--- a/webui/src/pages/index/plugins/[id].vue
+++ b/webui/src/pages/index/plugins/[id].vue
@@ -1,6 +1,7 @@
 <script lang="ts" setup>
+import type { PluginUiSlot } from '@autobangumi/plugin-ui';
 import PluginSlot from '@/components/plugin-slot.vue';
-import { refreshPluginUi, usePluginUi } from '@/hooks/usePluginUi';
+import { refreshPluginUi, slotTitle, usePluginUi } from '@/hooks/usePluginUi';
 
 definePage({
   name: 'Plugin',
@@ -9,17 +10,24 @@ definePage({
 // 插件经 page 挂载点提供的独立页面；同一插件声明多个时取第一个
 const route = useRoute('Plugin');
 const { slots, loaded, loadFailed } = usePluginUi();
-const ui = computed(() =>
-  slots.value.find(
-    (s) =>
-      s.slot === 'page' &&
-      s.plugin_id === route.params.id
-  )
+const { lang } = useMyI18n();
+const { isMobile } = useBreakpointQuery();
+// 离场淡出时 useRoute() 已是下一个路由：只在本路由激活时取参数，否则保留上一个值
+const ui = computed<PluginUiSlot | undefined>((prev) =>
+  route.name !== 'Plugin'
+    ? prev
+    : slots.value.find(
+        (s) => s.slot === 'page' && s.plugin_id === route.params.id
+      )
 );
 </script>
 
 <template>
   <div class="page-plugin">
+    <!-- 手机上 ab-page-title 隐藏，页面自己给标题 -->
+    <h1 v-if="isMobile && ui" class="page-plugin__title">
+      {{ slotTitle(ui, lang) }}
+    </h1>
     <PluginSlot v-if="ui" :key="`${ui.plugin_id}:${ui.element}`" :ui="ui" />
     <ab-empty
       v-else-if="loaded"
@@ -43,4 +51,10 @@ const ui = computed(() =>
   min-height: 0;
   overflow: auto;
 }
+
+.page-plugin__title {
+  margin: 0 0 12px;
+  font-size: 18px;
+  font-weight: 650;
+}
 </style>
diff --git a/webui/src/pages/index/plugins/plugin-page.test.ts b/webui/src/pages/index/plugins/plugin-page.test.ts
index 1872c2b4..c7f5bf27 100644
--- a/webui/src/pages/index/plugins/plugin-page.test.ts
+++ b/webui/src/pages/index/plugins/plugin-page.test.ts
@@ -17,6 +17,9 @@ vi.mock('@/hooks/usePluginUi', () => ({
   usePluginUi: () => state,
   refreshPluginUi: () => refreshPluginUi(),
 }));
+vi.mock('@/hooks/useMyI18n', () => ({
+  useMyI18n: () => ({ lang: ref('zh-CN') }),
+}));
 vi.mock('@/components/plugin-slot.vue', () => ({
   default: { template: '<div class="slot-stub" />' },
 }));
diff --git a/webui/src/pages/index/rss.vue b/webui/src/pages/index/rss.vue
index 8ecf016f..66fe9f33 100644
--- a/webui/src/pages/index/rss.vue
+++ b/webui/src/pages/index/rss.vue
@@ -1,8 +1,10 @@
 <script lang="ts" setup>
 import { RefreshCw } from '@lucide/vue';
-import { type DataTableColumns, NDataTable, NTooltip } from 'naive-ui';
+import { type DataTableColumns, NDataTable } from 'naive-ui';
 import AbButton from '@/components/basic/ab-button.vue';
+import AbEmpty from '@/components/basic/ab-empty.vue';
 import AbTag from '@/components/basic/ab-tag.vue';
+import AbTooltip from '@/components/basic/ab-tooltip.vue';
 import { useConfirm } from '@/hooks/useConfirm';
 import type { RSS } from '#/rss';
 
@@ -63,7 +65,6 @@ const rssColumns = computed<DataTableColumns<RSS>>(() => [
     // 名称列同时承载来源元信息（解析器 / 聚合），Status 列只保留运行状态
     title: t('rss.name'),
     key: 'name',
-    className: 'text-h3',
     render(rss: RSS) {
       return h('div', { class: 'rss-name-cell' }, [
         h('span', { class: 'rss-name', title: rss.name }, rss.name),
@@ -75,7 +76,6 @@ const rssColumns = computed<DataTableColumns<RSS>>(() => [
   {
     title: t('rss.url'),
     key: 'url',
-    className: 'text-h3',
     minWidth: 240,
     ellipsis: {
       tooltip: true,
@@ -84,7 +84,6 @@ const rssColumns = computed<DataTableColumns<RSS>>(() => [
   {
     title: t('rss.status'),
     key: 'status',
-    className: 'text-h3',
     align: 'right',
     minWidth: 140,
     render(rss: RSS) {
@@ -92,10 +91,11 @@ const rssColumns = computed<DataTableColumns<RSS>>(() => [
         rss.connection_status === 'healthy' &&
         h(AbTag, { type: 'success', title: t('rss.connected') }),
         rss.connection_status === 'error' &&
-        h(NTooltip, null, {
-          trigger: () => h(AbTag, { type: 'danger', title: t('rss.error') }),
-          default: () => rss.last_error || 'Unknown error',
-        }),
+        h(
+          AbTooltip,
+          { content: rss.last_error || t('rss.error') },
+          () => h(AbTag, { type: 'danger', title: t('rss.error') })
+        ),
         rss.enabled
           ? h(AbTag, { type: 'success', title: t('rss.active') })
           : h(AbTag, { type: 'neutral', title: t('rss.inactive') }),
@@ -165,15 +165,27 @@ function onSelectedRSSUpdate(keys: unknown[]) {
       >
         <template #row="{ item }">
           <div class="rss-card-content">
-            <div class="rss-card-name">
-              {{ item.name }}
+            <div class="rss-card-header">
+              <div class="rss-card-name">
+                {{ item.name }}
+              </div>
+              <AbButton
+                size="sm"
+                :variant="refreshFailedId === item.id ? 'danger' : 'secondary'"
+                :title="$t('rss.refresh')"
+                :aria-label="$t('rss.refresh')"
+                :disabled="refreshingId === item.id"
+                @click.stop="onRefreshOne(item.id)"
+              >
+                <RefreshCw :size="14" :class="{ 'animate-spin': refreshingId === item.id }" />
+              </AbButton>
             </div>
             <div class="rss-card-url">
               {{ item.url }}
             </div>
             <div class="rss-card-tags">
               <AbTag v-if="item.parser" type="info" :title="item.parser" />
-              <AbTag v-if="item.aggregate" type="info" title="aggregate" />
+              <AbTag v-if="item.aggregate" type="info" :title="$t('rss.aggregate')" />
               <AbTag
                 v-if="item.connection_status === 'healthy'"
                 type="success"
@@ -186,11 +198,7 @@ function onSelectedRSSUpdate(keys: unknown[]) {
               />
               <AbTag
                 :type="item.enabled ? 'success' : 'neutral'"
-                :title="
-                  item.enabled
-                    ? $t('config.notification_set.enabled')
-                    : $t('config.notification_set.disabled')
-                "
+                :title="item.enabled ? $t('rss.active') : $t('rss.inactive')"
               />
             </div>
             <!-- Inline on touch — a tooltip can't be hovered on a phone -->
@@ -200,18 +208,6 @@ function onSelectedRSSUpdate(keys: unknown[]) {
             >
               {{ item.last_error }}
             </div>
-            <div class="rss-card-actions" @click.stop>
-              <AbButton
-                size="sm"
-                :variant="refreshFailedId === item.id ? 'danger' : 'secondary'"
-                :title="$t('rss.refresh')"
-                :disabled="refreshingId === item.id"
-                @click="onRefreshOne(item.id)"
-              >
-                <RefreshCw :size="14" :class="{ 'animate-spin': refreshingId === item.id }" />
-                {{ $t('rss.refresh') }}
-              </AbButton>
-            </div>
           </div>
         </template>
       </ab-list>
@@ -227,29 +223,32 @@ function onSelectedRSSUpdate(keys: unknown[]) {
         :bordered="false"
         :max-height="500"
         @update:checked-row-keys="onSelectedRSSUpdate"
-      />
+      >
+        <template #empty>
+          <AbEmpty :title="$t('common.empty')" />
+        </template>
+      </NDataTable>
+    </ab-container>
 
-      <div v-if="selectedRSS.length > 0">
-        <div class="divider" />
-        <div class="rss-actions">
-          <AbButton variant="primary" @click="enableSelected">
-            {{
-              $t('rss.enable')
-            }}
+    <!-- 操作栏在卡片下方占位，长列表时 sticky 贴在滚动区底部；样式与下载器页一致 -->
+    <Transition name="action-bar">
+      <div v-if="selectedRSS.length > 0" class="action-bar">
+        <span class="action-bar-count">
+          {{ selectedRSS.length }} {{ $t('downloader.selected') }}
+        </span>
+        <div class="action-bar-buttons">
+          <AbButton variant="primary" size="sm" @click="enableSelected">
+            {{ $t('rss.enable') }}
           </AbButton>
-          <AbButton variant="secondary" @click="disableSelected">
-            {{
-              $t('rss.disable')
-            }}
+          <AbButton variant="secondary" size="sm" @click="disableSelected">
+            {{ $t('rss.disable') }}
           </AbButton>
-          <AbButton variant="danger" @click="onDeleteSelected">
-            {{
-              $t('rss.delete')
-            }}
+          <AbButton variant="danger" size="sm" @click="onDeleteSelected">
+            {{ $t('rss.delete') }}
           </AbButton>
         </div>
       </div>
-    </ab-container>
+    </Transition>
   </div>
 </template>
 
@@ -268,31 +267,90 @@ function onSelectedRSSUpdate(keys: unknown[]) {
   min-width: 0;
 
   .rss-name {
+    font-weight: 500;
     overflow: hidden;
     text-overflow: ellipsis;
     white-space: nowrap;
   }
 }
 
-.divider {
+// naive 的空状态容器居中内容；ab-empty 是左对齐说明，铺满表格宽度
+:deep(.n-data-table-empty .ab-empty) {
   width: 100%;
-  height: 1px;
-  background: var(--color-border);
-  margin: 12px 0;
 }
 
-.rss-actions {
+// 与 downloader.vue 的 .action-bar 同一套样式；在 .page-rss 滚动区内 sticky，
+// 按内容区居中，手机上与卡片同宽，不压底栏
+.action-bar {
+  position: sticky;
+  bottom: 0;
+  z-index: var(--z-fixed);
   display: flex;
-  flex-wrap: wrap;
-  justify-content: flex-end;
-  gap: 8px;
+  align-items: center;
+  gap: 16px;
+  width: fit-content;
+  max-width: 100%;
+  margin: 12px auto 0;
+  padding: 10px 20px;
+  border-radius: var(--radius-md);
+  background: var(--color-surface);
+  border: 1px solid var(--color-border);
+  box-shadow: var(--shadow-md);
 
-  @include forTablet {
-    gap: 10px;
+  @media (width < 640px) {
+    width: auto;
+    flex-direction: column;
+    gap: 8px;
+    padding: 12px 16px;
   }
 }
 
+.action-bar-count {
+  font-size: 13px;
+  color: var(--color-text-secondary);
+  white-space: nowrap;
+}
+
+.action-bar-buttons {
+  display: flex;
+  gap: 8px;
+
+  @media (width < 640px) {
+    width: 100%;
+
+    :deep(.ab-btn) {
+      flex: 1;
+    }
+  }
+}
+
+.action-bar-enter-active,
+.action-bar-leave-active {
+  transition: opacity var(--transition-normal), transform var(--transition-normal);
+}
+
+.action-bar-enter-from,
+.action-bar-leave-to {
+  opacity: 0;
+  transform: translateY(4px);
+}
+
 // Mobile RSS card styles
+// 复选框与名称行顶部对齐，不随卡片高度垂直居中
+:deep(.ab-list-row) {
+  align-items: flex-start;
+}
+
+:deep(.ab-list-check) {
+  // 名称行高度 = 刷新按钮高度（桌面 28px，触屏 44px），复选框 16px，居中到该行；
+  // ab-list 用 6px 内边距 + -6px 外边距扩大命中区，这里的值已扣掉那 6px
+  margin-top: 0;
+
+  @include forTouch {
+    margin-top: 8px;
+  }
+}
+
 .rss-card-content {
   flex: 1;
   min-width: 0;
@@ -301,7 +359,21 @@ function onSelectedRSSUpdate(keys: unknown[]) {
   gap: 4px;
 }
 
+.rss-card-header {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+
+  // 按钮与卡片同为 surface-2，换成 surface 底色才能看出按钮边界
+  :deep(.ab-btn--secondary) {
+    flex-shrink: 0;
+    background: var(--color-surface);
+  }
+}
+
 .rss-card-name {
+  flex: 1;
+  min-width: 0;
   font-size: 14px;
   font-weight: 500;
   color: var(--color-text);
@@ -312,7 +384,8 @@ function onSelectedRSSUpdate(keys: unknown[]) {
 
 .rss-card-url {
   font-size: 12px;
-  color: var(--color-text-muted);
+  font-family: var(--font-mono);
+  color: var(--color-text-secondary);
   overflow: hidden;
   text-overflow: ellipsis;
   white-space: nowrap;
@@ -320,7 +393,7 @@ function onSelectedRSSUpdate(keys: unknown[]) {
 
 .rss-card-error {
   font-size: 12px;
-  color: var(--color-warning-text-secondary);
+  color: var(--color-danger);
   word-break: break-word;
 }
 
@@ -330,10 +403,4 @@ function onSelectedRSSUpdate(keys: unknown[]) {
   flex-wrap: wrap;
   margin-top: 4px;
 }
-
-.rss-card-actions {
-  display: flex;
-  justify-content: flex-end;
-  margin-top: 4px;
-}
 </style>
diff --git a/webui/src/pages/login.vue b/webui/src/pages/login.vue
index 494f5151..3877486a 100644
--- a/webui/src/pages/login.vue
+++ b/webui/src/pages/login.vue
@@ -125,16 +125,18 @@ async function handleLogin() {
             {{ $t('login.login_btn') }}
           </ab-button>
 
-          <button
+          <ab-button
             v-if="isSupported"
-            type="button"
-            class="passkey-btn"
+            variant="secondary"
+            block
             :disabled="isPasskeyLoading"
             @click="handlePasskeyLogin()"
           >
-            <FingerprintPattern :size="20" />
-            <span>{{ $t('login.passkey_btn') }}</span>
-          </button>
+            <template #icon>
+              <FingerprintPattern :size="16" />
+            </template>
+            {{ $t('login.passkey_btn') }}
+          </ab-button>
         </div>
       </form>
     </div>
@@ -144,19 +146,21 @@ async function handleLogin() {
 <style lang="scss" scoped>
 .page-login {
   position: relative;
-  width: 100vw;
-  height: 100vh;
+  // 内容高于视口（横屏手机）时可滚动，safe center 避免上溢被裁
+  min-height: 100dvh;
   display: flex;
-  align-items: center;
+  align-items: safe center;
   justify-content: center;
-  overflow: hidden;
+  padding: 24px 0;
+  overflow-x: hidden;
 }
 
 // Animated background
 .login-bg {
-  position: absolute;
+  position: fixed;
   inset: 0;
   z-index: 0;
+  overflow: hidden;
 }
 
 .login-bg-gradient {
@@ -334,14 +338,19 @@ async function handleLogin() {
 
 .login-input {
   width: 100%;
-  height: 44px;
+  height: 34px;
   padding: 0 14px 0 44px;
   font-size: 14px;
   color: var(--color-text);
   background: var(--color-surface);
   border: 1px solid var(--color-border);
-  border-radius: var(--radius-md);
+  border-radius: var(--radius-sm);
   outline: none;
+
+  // 与 ab-button 同高：桌面 34px，触屏 44px
+  @include forTouch {
+    height: var(--touch-target);
+  }
   transition: border-color var(--transition-fast),
     box-shadow var(--transition-fast), background-color var(--transition-fast);
 
@@ -384,39 +393,4 @@ async function handleLogin() {
   gap: 12px;
   margin-top: 8px;
 }
-
-.passkey-btn {
-  display: flex;
-  align-items: center;
-  justify-content: center;
-  gap: 8px;
-  width: 100%;
-  height: 44px;
-  padding: 0 16px;
-  font-size: 14px;
-  font-weight: 500;
-  color: var(--color-text-secondary);
-  background: transparent;
-  border: 1px dashed var(--color-border);
-  border-radius: var(--radius-md);
-  cursor: pointer;
-  transition: all var(--transition-fast);
-
-  &:hover:not(:disabled) {
-    color: var(--color-primary);
-    border-color: var(--color-primary);
-    border-style: solid;
-    background: color-mix(in srgb, var(--color-primary) 5%, transparent);
-  }
-
-  &:focus-visible {
-    outline: 2px solid var(--color-primary);
-    outline-offset: 2px;
-  }
-
-  &:disabled {
-    opacity: 0.6;
-    cursor: not-allowed;
-  }
-}
 </style>
diff --git a/webui/src/pages/setup.vue b/webui/src/pages/setup.vue
index 4b5750a8..c61a695c 100644
--- a/webui/src/pages/setup.vue
+++ b/webui/src/pages/setup.vue
@@ -14,23 +14,32 @@ const { steps } = setupStore;
       :current-step="currentStepIndex"
       :total-steps="steps.length"
     >
-      <wizard-step-welcome v-if="currentStep === 'welcome'" />
-      <wizard-step-account v-else-if="currentStep === 'account'" />
-      <wizard-step-downloader v-else-if="currentStep === 'downloader'" />
-      <wizard-step-rss v-else-if="currentStep === 'rss'" />
-      <wizard-step-notification v-else-if="currentStep === 'notification'" />
-      <wizard-step-review v-else-if="currentStep === 'review'" />
+      <!-- 过渡挂在不带 transition 的包裹层上：步骤根节点 .container-card 的
+           scoped transition 会覆盖全局 .page-* 规则 -->
+      <Transition name="page" mode="out-in">
+        <div :key="currentStep">
+          <wizard-step-welcome v-if="currentStep === 'welcome'" />
+          <wizard-step-account v-else-if="currentStep === 'account'" />
+          <wizard-step-downloader v-else-if="currentStep === 'downloader'" />
+          <wizard-step-rss v-else-if="currentStep === 'rss'" />
+          <wizard-step-notification
+            v-else-if="currentStep === 'notification'"
+          />
+          <wizard-step-review v-else-if="currentStep === 'review'" />
+        </div>
+      </Transition>
     </wizard-container>
   </div>
 </template>
 
 <style lang="scss" scoped>
 .page-setup {
-  width: 100vw;
-  height: 100vh;
+  // 顶部对齐：步骤高度不同，居中会让进度条随步骤跳动；内容高于视口时可滚动
+  min-height: 100dvh;
   display: flex;
-  align-items: center;
+  align-items: flex-start;
   justify-content: center;
+  padding: clamp(24px, 12vh, 120px) 0 24px;
   background: var(--color-bg);
 }
 </style>
diff --git a/webui/src/style/global.scss b/webui/src/style/global.scss
index e6862f8b..57fbaece 100644
--- a/webui/src/style/global.scss
+++ b/webui/src/style/global.scss
@@ -90,3 +90,29 @@ input::-webkit-inner-spin-button {
 .n-drawer-mask {
   background-color: var(--color-overlay);
 }
+
+// 空状态里的编号步骤（主页、下载器、播放器共用）
+.empty-steps {
+  max-width: 52ch;
+  margin: 0 0 14px;
+  padding-left: 1.5em;
+  list-style: decimal;
+  font-size: 13px;
+  line-height: 1.5;
+  color: var(--color-text-secondary);
+
+  li + li {
+    margin-top: 6px;
+  }
+
+  li::marker {
+    font-family: var(--font-mono);
+    color: var(--color-text-secondary);
+  }
+}
+
+.empty-steps-title {
+  display: block;
+  font-weight: 600;
+  color: var(--color-text);
+}
diff --git a/webui/src/style/var.scss b/webui/src/style/var.scss
index d6fec391..6fa27034 100644
--- a/webui/src/style/var.scss
+++ b/webui/src/style/var.scss
@@ -113,7 +113,8 @@
 
   --color-bg: #0F172A;
   --color-surface: #1E293B;
-  --color-surface-hover: #334155;
+  // 介于 surface-2 与 border 之间：悬停行上的发丝边框仍可见
+  --color-surface-hover: #2B3850;
   --color-surface-2: #26334A;
 
   --color-text: #F1F5F9;
diff --git a/webui/src/utils/markdown.ts b/webui/src/utils/markdown.ts
index 7d05c319..676d779d 100644
--- a/webui/src/utils/markdown.ts
+++ b/webui/src/utils/markdown.ts
@@ -46,6 +46,14 @@ function inline(raw: string): string {
 
 const LIST_ITEM = /^\s*(?:([-*+])|(\d+)[.)])\s+(.*)$/;
 const RULE = /^\s*([-*_])(?:\s*\1){2,}\s*$/;
+const TABLE_ROW = /^\s*\|/;
+const TABLE_SEP = /^\s*\|?\s*:?-{3,}:?\s*(?:\|\s*:?-{3,}:?\s*)*\|?\s*$/;
+
+// GFM 表格的一行：去掉首尾竖线后按 | 切分（不处理转义的 \|）
+function tableCells(row: string, tag: 'th' | 'td'): string {
+  const cells = row.trim().replace(/^\|/, '').replace(/\|$/, '').split('|');
+  return `<tr>${cells.map((c) => `<${tag}>${inline(c.trim())}</${tag}>`).join('')}</tr>`;
+}
 
 export function renderMarkdown(source: string): string {
   const lines = source
@@ -68,7 +76,8 @@ export function renderMarkdown(source: string): string {
     list = null;
   };
 
-  for (const line of lines) {
+  for (let i = 0; i < lines.length; i++) {
+    const line = lines[i];
     if (code) {
       if (/^\s*```/.test(line)) {
         out.push(`<pre><code>${escapeHtml(code.join('\n'))}</code></pre>`);
@@ -81,6 +90,18 @@ export function renderMarkdown(source: string): string {
       code = [];
       continue;
     }
+    // 表格：| 开头的行，下一行是 --- 分隔行
+    if (TABLE_ROW.test(line) && TABLE_SEP.test(lines[i + 1] ?? '')) {
+      flush();
+      const rows: string[] = [];
+      for (i += 2; i < lines.length && TABLE_ROW.test(lines[i]); i++)
+        rows.push(tableCells(lines[i], 'td'));
+      i--;
+      out.push(
+        `<table><thead>${tableCells(line, 'th')}</thead><tbody>${rows.join('')}</tbody></table>`
+      );
+      continue;
+    }
     if (RULE.test(line)) {
       flush();
       out.push('<hr>');