diff --git a/CHANGELOG.md b/CHANGELOG.md
index d27a9412..ef83a377 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,39 @@
+# [3.2.0-beta.10] - 2026-01-25
+
+## Backend
+
+### Features
+
+- 新增季度/集数偏移自动检测功能
+  - 通过分析 TMDB 剧集播出日期检测「虚拟季度」（如芙莉莲第一季分两部分播出）
+  - 当播出间隔超过6个月时自动识别为不同部分
+  - 自动计算集数偏移量（如 RSS 显示 S2E1 → TMDB S1E29）
+- 新增后台扫描线程，自动检测已有订阅的偏移问题
+- 新增搜索源配置 API 端点：
+  - `GET /search/provider/config` - 获取搜索源配置
+  - `PUT /search/provider/config` - 更新搜索源配置
+- 新增 API 端点：
+  - `POST /bangumi/detect-offset` - 检测季度/集数偏移
+  - `PATCH /bangumi/dismiss-review/{id}` - 忽略偏移检查提醒
+- 数据库新增 `needs_review` 和 `needs_review_reason` 字段
+
+## Frontend
+
+### Features
+
+- 新增搜索源设置面板
+  - 支持查看、添加、编辑、删除搜索源
+  - 默认搜索源（mikan、nyaa、dmhy）不可删除
+  - URL 模板验证，确保包含 `%s` 占位符
+- 新增 iOS 风格通知角标系统
+  - 黄色角标 + 紫色边框显示需要检查的订阅
+  - 支持组合显示（如 `! | 2` 表示有警告且有多个规则）
+  - 卡片黄色发光动画提示需要注意
+- 编辑弹窗新增警告横幅，支持一键自动检测和忽略
+- 规则选择弹窗高亮显示有警告的规则
+
+---
+
 # [3.2.0-beta.8] - 2026-01-25
 
 ## Backend
diff --git a/backend/src/module/api/search.py b/backend/src/module/api/search.py
index 03a57a5e..cbd6815e 100644
--- a/backend/src/module/api/search.py
+++ b/backend/src/module/api/search.py
@@ -1,6 +1,7 @@
 from fastapi import APIRouter, Depends, Query
 from sse_starlette.sse import EventSourceResponse
 
+from module.conf.search_provider import get_provider, save_provider
 from module.models import Bangumi
 from module.searcher import SEARCH_CONFIG, SearchTorrent
 from module.security.api import UNAUTHORIZED, get_current_user
@@ -32,3 +33,24 @@ async def search_torrents(site: str = "mikan", keywords: str = Query(None)):
 )
 async def search_provider():
     return list(SEARCH_CONFIG.keys())
+
+
+@router.get(
+    "/provider/config",
+    response_model=dict[str, str],
+    dependencies=[Depends(get_current_user)],
+)
+async def get_search_provider_config():
+    """Get all search providers with their URL templates."""
+    return get_provider()
+
+
+@router.put(
+    "/provider/config",
+    response_model=dict[str, str],
+    dependencies=[Depends(get_current_user)],
+)
+async def update_search_provider_config(providers: dict[str, str]):
+    """Update search providers configuration."""
+    save_provider(providers)
+    return get_provider()
diff --git a/backend/src/module/conf/search_provider.py b/backend/src/module/conf/search_provider.py
index b372b324..e28915d3 100644
--- a/backend/src/module/conf/search_provider.py
+++ b/backend/src/module/conf/search_provider.py
@@ -19,4 +19,16 @@ def load_provider():
         return DEFAULT_PROVIDER
 
 
+def save_provider(providers: dict[str, str]):
+    """Save search providers to config file and update SEARCH_CONFIG."""
+    global SEARCH_CONFIG
+    json_config.save(PROVIDER_PATH, providers)
+    SEARCH_CONFIG = providers
+
+
+def get_provider():
+    """Get current search providers config."""
+    return SEARCH_CONFIG
+
+
 SEARCH_CONFIG = load_provider()
diff --git a/webui/src/components/setting/config-search-provider.vue b/webui/src/components/setting/config-search-provider.vue
new file mode 100644
index 00000000..80d801a9
--- /dev/null
+++ b/webui/src/components/setting/config-search-provider.vue
@@ -0,0 +1,389 @@
+<script lang="ts" setup>
+import { Delete, EditTwo, Plus } from '@icon-park/vue-next';
+
+interface SearchProvider {
+  name: string;
+  url: string;
+}
+
+const { t } = useMyI18n();
+
+// State
+const providers = ref<SearchProvider[]>([]);
+const loading = ref(false);
+const showAddDialog = ref(false);
+const showEditDialog = ref(false);
+const editingProvider = ref<SearchProvider | null>(null);
+const editingIndex = ref<number>(-1);
+
+// Form state
+const formName = ref('');
+const formUrl = ref('');
+
+// Default providers that cannot be deleted
+const defaultProviderNames = ['mikan', 'nyaa', 'dmhy'];
+
+onMounted(() => {
+  loadProviders();
+});
+
+async function loadProviders() {
+  loading.value = true;
+  try {
+    const response = await fetch('/api/v1/search/provider/config');
+    if (response.ok) {
+      const data = await response.json();
+      providers.value = Object.entries(data).map(([name, url]) => ({
+        name,
+        url: url as string,
+      }));
+    }
+  } catch (error) {
+    console.error('Failed to load providers:', error);
+  } finally {
+    loading.value = false;
+  }
+}
+
+async function saveProviders() {
+  const providerObj: Record<string, string> = {};
+  providers.value.forEach((p) => {
+    providerObj[p.name] = p.url;
+  });
+
+  try {
+    const response = await fetch('/api/v1/search/provider/config', {
+      method: 'PUT',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify(providerObj),
+    });
+    if (!response.ok) {
+      throw new Error('Failed to save providers');
+    }
+  } catch (error) {
+    console.error('Failed to save providers:', error);
+  }
+}
+
+function openAddDialog() {
+  formName.value = '';
+  formUrl.value = '';
+  showAddDialog.value = true;
+}
+
+function openEditDialog(provider: SearchProvider, index: number) {
+  editingProvider.value = provider;
+  editingIndex.value = index;
+  formName.value = provider.name;
+  formUrl.value = provider.url;
+  showEditDialog.value = true;
+}
+
+async function handleAdd() {
+  if (!formName.value.trim() || !formUrl.value.trim()) return;
+
+  // Check for duplicate name
+  if (providers.value.some((p) => p.name === formName.value.trim())) {
+    return;
+  }
+
+  providers.value.push({
+    name: formName.value.trim(),
+    url: formUrl.value.trim(),
+  });
+
+  await saveProviders();
+  showAddDialog.value = false;
+  formName.value = '';
+  formUrl.value = '';
+}
+
+async function handleEdit() {
+  if (!formName.value.trim() || !formUrl.value.trim()) return;
+  if (editingIndex.value < 0) return;
+
+  // Check for duplicate name (excluding current)
+  const duplicateIndex = providers.value.findIndex(
+    (p, i) => p.name === formName.value.trim() && i !== editingIndex.value
+  );
+  if (duplicateIndex !== -1) return;
+
+  providers.value[editingIndex.value] = {
+    name: formName.value.trim(),
+    url: formUrl.value.trim(),
+  };
+
+  await saveProviders();
+  showEditDialog.value = false;
+  editingProvider.value = null;
+  editingIndex.value = -1;
+  formName.value = '';
+  formUrl.value = '';
+}
+
+async function handleDelete(index: number) {
+  const provider = providers.value[index];
+  if (defaultProviderNames.includes(provider.name)) {
+    return;
+  }
+
+  if (!confirm(t('config.search_provider_set.delete_confirm'))) return;
+
+  providers.value.splice(index, 1);
+  await saveProviders();
+}
+
+function isDefaultProvider(name: string): boolean {
+  return defaultProviderNames.includes(name);
+}
+
+function validateUrl(url: string): boolean {
+  return url.includes('%s');
+}
+</script>
+
+<template>
+  <ab-fold-panel :title="$t('config.search_provider_set.title')">
+    <div space-y-8>
+      <!-- Loading state -->
+      <div v-if="loading" text-gray-500 text-14>
+        {{ $t('passkey.loading') }}
+      </div>
+
+      <!-- Empty state -->
+      <div v-else-if="providers.length === 0" text-gray-500 text-14>
+        {{ $t('config.search_provider_set.no_providers') }}
+      </div>
+
+      <!-- Provider list -->
+      <div v-else space-y-8>
+        <div
+          v-for="(provider, index) in providers"
+          :key="provider.name"
+          class="provider-item"
+        >
+          <div class="provider-info">
+            <div class="provider-name">
+              {{ provider.name }}
+              <span v-if="isDefaultProvider(provider.name)" class="default-badge">
+                {{ $t('config.search_provider_set.default') }}
+              </span>
+            </div>
+            <div class="provider-url" :title="provider.url">
+              {{ provider.url }}
+            </div>
+          </div>
+          <div class="provider-actions">
+            <ab-button
+              size="small"
+              type="secondary"
+              @click="openEditDialog(provider, index)"
+            >
+              <EditTwo size="16" />
+            </ab-button>
+            <ab-button
+              v-if="!isDefaultProvider(provider.name)"
+              size="small"
+              type="warn"
+              @click="handleDelete(index)"
+            >
+              <Delete size="16" />
+            </ab-button>
+          </div>
+        </div>
+      </div>
+
+      <div line></div>
+
+      <!-- Hint text -->
+      <div class="hint-text">
+        {{ $t('config.search_provider_set.url_hint') }}
+      </div>
+
+      <!-- Add button -->
+      <div flex="~ justify-end">
+        <ab-button size="small" type="primary" @click="openAddDialog">
+          <Plus size="16" />
+          {{ $t('config.search_provider_set.add_new') }}
+        </ab-button>
+      </div>
+    </div>
+
+    <!-- Add dialog -->
+    <ab-popup
+      v-model:show="showAddDialog"
+      :title="$t('config.search_provider_set.add_title')"
+      css="w-400"
+    >
+      <div space-y-16>
+        <ab-label :label="$t('config.search_provider_set.name')">
+          <input
+            v-model="formName"
+            type="text"
+            :placeholder="$t('config.search_provider_set.name_placeholder')"
+            ab-input
+            maxlength="32"
+          />
+        </ab-label>
+
+        <ab-label :label="$t('config.search_provider_set.url')">
+          <input
+            v-model="formUrl"
+            type="text"
+            :placeholder="$t('config.search_provider_set.url_placeholder')"
+            ab-input
+            @keyup.enter="handleAdd"
+          />
+        </ab-label>
+
+        <div
+          v-if="formUrl && !validateUrl(formUrl)"
+          class="validation-warning"
+        >
+          {{ $t('config.search_provider_set.url_missing_placeholder') }}
+        </div>
+
+        <div line></div>
+
+        <div flex="~ justify-end gap-8">
+          <ab-button size="small" type="warn" @click="showAddDialog = false">
+            {{ $t('config.cancel') }}
+          </ab-button>
+          <ab-button
+            size="small"
+            type="primary"
+            :disabled="!formName.trim() || !formUrl.trim() || !validateUrl(formUrl)"
+            @click="handleAdd"
+          >
+            {{ $t('config.apply') }}
+          </ab-button>
+        </div>
+      </div>
+    </ab-popup>
+
+    <!-- Edit dialog -->
+    <ab-popup
+      v-model:show="showEditDialog"
+      :title="$t('config.search_provider_set.edit_title')"
+      css="w-400"
+    >
+      <div space-y-16>
+        <ab-label :label="$t('config.search_provider_set.name')">
+          <input
+            v-model="formName"
+            type="text"
+            :placeholder="$t('config.search_provider_set.name_placeholder')"
+            ab-input
+            maxlength="32"
+            :disabled="editingProvider !== null && isDefaultProvider(editingProvider.name)"
+          />
+        </ab-label>
+
+        <ab-label :label="$t('config.search_provider_set.url')">
+          <input
+            v-model="formUrl"
+            type="text"
+            :placeholder="$t('config.search_provider_set.url_placeholder')"
+            ab-input
+            @keyup.enter="handleEdit"
+          />
+        </ab-label>
+
+        <div
+          v-if="formUrl && !validateUrl(formUrl)"
+          class="validation-warning"
+        >
+          {{ $t('config.search_provider_set.url_missing_placeholder') }}
+        </div>
+
+        <div line></div>
+
+        <div flex="~ justify-end gap-8">
+          <ab-button size="small" type="warn" @click="showEditDialog = false">
+            {{ $t('config.cancel') }}
+          </ab-button>
+          <ab-button
+            size="small"
+            type="primary"
+            :disabled="!formName.trim() || !formUrl.trim() || !validateUrl(formUrl)"
+            @click="handleEdit"
+          >
+            {{ $t('config.apply') }}
+          </ab-button>
+        </div>
+      </div>
+    </ab-popup>
+  </ab-fold-panel>
+</template>
+
+<style lang="scss" scoped>
+.provider-item {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  gap: 12px;
+  padding: 12px;
+  background: var(--color-surface-elevated, #f9fafb);
+  border-radius: 8px;
+  transition: background-color var(--transition-normal);
+
+  :root.dark & {
+    background: var(--color-surface-elevated, #1f2937);
+  }
+}
+
+.provider-info {
+  flex: 1;
+  min-width: 0;
+}
+
+.provider-name {
+  font-weight: 500;
+  font-size: 14px;
+  color: var(--color-text);
+  display: flex;
+  align-items: center;
+  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);
+  margin-top: 4px;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+  font-family: ui-monospace, SFMono-Regular, 'SF Mono', Menlo, Consolas, monospace;
+}
+
+.provider-actions {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  flex-shrink: 0;
+}
+
+.hint-text {
+  font-size: 12px;
+  color: var(--color-text-secondary);
+  line-height: 1.5;
+}
+
+.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;
+}
+</style>
diff --git a/webui/src/i18n/en.json b/webui/src/i18n/en.json
index 1a957660..e1a09071 100644
--- a/webui/src/i18n/en.json
+++ b/webui/src/i18n/en.json
@@ -67,6 +67,21 @@
       "title": "Proxy Setting",
       "type": "Proxy Type",
       "username": "Username"
+    },
+    "search_provider_set": {
+      "title": "Search Provider",
+      "add_new": "Add Provider",
+      "add_title": "Add Search Provider",
+      "edit_title": "Edit Search Provider",
+      "name": "Name",
+      "name_placeholder": "e.g., mikan",
+      "url": "URL Template",
+      "url_placeholder": "https://example.com/search?q=%s",
+      "url_hint": "Use %s as placeholder for search keywords in the URL",
+      "url_missing_placeholder": "URL must contain %s as search keyword placeholder",
+      "default": "Default",
+      "no_providers": "No search providers configured",
+      "delete_confirm": "Are you sure you want to delete this provider?"
     }
   },
   "downloader": {
diff --git a/webui/src/i18n/zh-CN.json b/webui/src/i18n/zh-CN.json
index 38b66960..61344798 100644
--- a/webui/src/i18n/zh-CN.json
+++ b/webui/src/i18n/zh-CN.json
@@ -67,6 +67,21 @@
       "title": "代理设置",
       "type": "类型",
       "username": "用户名"
+    },
+    "search_provider_set": {
+      "title": "搜索源设置",
+      "add_new": "添加搜索源",
+      "add_title": "添加搜索源",
+      "edit_title": "编辑搜索源",
+      "name": "名称",
+      "name_placeholder": "例如：mikan",
+      "url": "URL 模板",
+      "url_placeholder": "https://example.com/search?q=%s",
+      "url_hint": "URL 中使用 %s 作为搜索关键词的占位符",
+      "url_missing_placeholder": "URL 必须包含 %s 作为搜索关键词占位符",
+      "default": "默认",
+      "no_providers": "暂无搜索源",
+      "delete_confirm": "确定删除此搜索源？"
     }
   },
   "downloader": {
diff --git a/webui/src/pages/index/config.vue b/webui/src/pages/index/config.vue
index beca7920..1757551b 100644
--- a/webui/src/pages/index/config.vue
+++ b/webui/src/pages/index/config.vue
@@ -24,6 +24,7 @@ onActivated(() => {
       <div class="config-col">
         <config-notification></config-notification>
         <config-proxy></config-proxy>
+        <config-search-provider></config-search-provider>
         <config-player></config-player>
         <config-openai></config-openai>
         <config-passkey></config-passkey>