diff --git a/.github/workflows/dev-daily-fixed.yml b/.github/workflows/dev-daily-fixed.yml
index 03bdc42..fb63aff 100644
--- a/.github/workflows/dev-daily-fixed.yml
+++ b/.github/workflows/dev-daily-fixed.yml
@@ -55,6 +55,8 @@ jobs:
             gh release delete "$FIXED_DEV_TAG" --repo "$GITHUB_REPOSITORY" --yes --cleanup-tag
           fi
           gh release create "$FIXED_DEV_TAG" --repo "$GITHUB_REPOSITORY" --title "Daily Dev Build" --notes "开发版发布页" --prerelease --target "$TARGET_BRANCH"
+          RELEASE_REST_ID="$(gh api "repos/$GITHUB_REPOSITORY/releases/tags/$FIXED_DEV_TAG" --jq '.id')"
+          gh api --method PATCH "repos/$GITHUB_REPOSITORY/releases/$RELEASE_REST_ID" -f draft=false -f prerelease=true >/dev/null
 
   dev-mac-arm64:
     needs: prepare
@@ -327,4 +329,9 @@ jobs:
           - 如某个平台资源暂未生成，请进入[发布页]($RELEASE_PAGE)查看最新状态
           EOF
 
-          gh release edit "$TAG" --repo "$REPO" --title "Daily Dev Build" --notes-file dev_release_notes.md
+          RELEASE_REST_ID="$(gh api "repos/$REPO/releases/tags/$TAG" --jq '.id')"
+          jq -n --rawfile body dev_release_notes.md \
+            '{name:"Daily Dev Build", body:$body, draft:false, prerelease:true}' \
+            > release_update_payload.json
+          gh api --method PATCH "repos/$REPO/releases/$RELEASE_REST_ID" --input release_update_payload.json >/dev/null
+          gh release view "$TAG" --repo "$REPO" --json isDraft,isPrerelease,url
diff --git a/.github/workflows/preview-nightly-main.yml b/.github/workflows/preview-nightly-main.yml
index 186c7c0..751d227 100644
--- a/.github/workflows/preview-nightly-main.yml
+++ b/.github/workflows/preview-nightly-main.yml
@@ -81,6 +81,8 @@ jobs:
             gh release delete "$FIXED_PREVIEW_TAG" --repo "$GITHUB_REPOSITORY" --yes --cleanup-tag
           fi
           gh release create "$FIXED_PREVIEW_TAG" --repo "$GITHUB_REPOSITORY" --title "Preview Nightly Build" --notes "预览版发布页" --prerelease --target "$TARGET_BRANCH"
+          RELEASE_REST_ID="$(gh api "repos/$GITHUB_REPOSITORY/releases/tags/$FIXED_PREVIEW_TAG" --jq '.id')"
+          gh api --method PATCH "repos/$GITHUB_REPOSITORY/releases/$RELEASE_REST_ID" -f draft=false -f prerelease=true >/dev/null
 
   preview-mac-arm64:
     needs: prepare
@@ -369,4 +371,9 @@ jobs:
           > 如某个平台链接暂未生成，请前往[发布页]($RELEASE_PAGE)查看最新资源
           EOF
 
-          gh release edit "$TAG" --repo "$REPO" --notes-file preview_release_notes.md
+          RELEASE_REST_ID="$(gh api "repos/$REPO/releases/tags/$TAG" --jq '.id')"
+          jq -n --rawfile body preview_release_notes.md \
+            '{name:"Preview Nightly Build", body:$body, draft:false, prerelease:true}' \
+            > release_update_payload.json
+          gh api --method PATCH "repos/$REPO/releases/$RELEASE_REST_ID" --input release_update_payload.json >/dev/null
+          gh release view "$TAG" --repo "$REPO" --json isDraft,isPrerelease,url
diff --git a/.gitignore b/.gitignore
index 99f4414..ae6f9bf 100644
--- a/.gitignore
+++ b/.gitignore
@@ -72,4 +72,5 @@ pnpm-lock.yaml
 /pnpm-workspace.yaml
 wechat-research-site
 .codex
-weflow-web-offical
\ No newline at end of file
+weflow-web-offical
+Insight
\ No newline at end of file
diff --git a/electron/exportWorker.ts b/electron/exportWorker.ts
index 1f98439..dfa4ba3 100644
--- a/electron/exportWorker.ts
+++ b/electron/exportWorker.ts
@@ -5,6 +5,9 @@ interface ExportWorkerConfig {
   sessionIds: string[]
   outputDir: string
   options: ExportOptions
+  dbPath?: string
+  decryptKey?: string
+  myWxid?: string
   resourcesPath?: string
   userDataPath?: string
   logEnabled?: boolean
@@ -29,6 +32,11 @@ async function run() {
 
   wcdbService.setPaths(config.resourcesPath || '', config.userDataPath || '')
   wcdbService.setLogEnabled(config.logEnabled === true)
+  exportService.setRuntimeConfig({
+    dbPath: config.dbPath,
+    decryptKey: config.decryptKey,
+    myWxid: config.myWxid
+  })
 
   const result = await exportService.exportSessions(
     Array.isArray(config.sessionIds) ? config.sessionIds : [],
diff --git a/electron/main.ts b/electron/main.ts
index ce578dc..6b692b4 100644
--- a/electron/main.ts
+++ b/electron/main.ts
@@ -2362,6 +2362,9 @@ function registerIpcHandlers() {
     const cfg = configService || new ConfigService()
     configService = cfg
     const logEnabled = cfg.get('logEnabled')
+    const dbPath = String(cfg.get('dbPath') || '').trim()
+    const decryptKey = String(cfg.get('decryptKey') || '').trim()
+    const myWxid = String(cfg.get('myWxid') || '').trim()
     const resourcesPath = app.isPackaged
       ? join(process.resourcesPath, 'resources')
       : join(app.getAppPath(), 'resources')
@@ -2375,6 +2378,9 @@ function registerIpcHandlers() {
             sessionIds,
             outputDir,
             options,
+            dbPath,
+            decryptKey,
+            myWxid,
             resourcesPath,
             userDataPath,
             logEnabled
diff --git a/electron/services/chatService.ts b/electron/services/chatService.ts
index bfeaf4a..270b4dc 100644
--- a/electron/services/chatService.ts
+++ b/electron/services/chatService.ts
@@ -4486,15 +4486,16 @@ class ChatService {
    */
   private parseQuoteMessage(content: string): { content?: string; sender?: string } {
     try {
+      const normalizedContent = this.decodeHtmlEntities(content || '')
       // 提取 refermsg 部分
-      const referMsgStart = content.indexOf('<refermsg>')
-      const referMsgEnd = content.indexOf('</refermsg>')
+      const referMsgStart = normalizedContent.indexOf('<refermsg>')
+      const referMsgEnd = normalizedContent.indexOf('</refermsg>')
 
       if (referMsgStart === -1 || referMsgEnd === -1) {
         return {}
       }
 
-      const referMsgXml = content.substring(referMsgStart, referMsgEnd + 11)
+      const referMsgXml = normalizedContent.substring(referMsgStart, referMsgEnd + 11)
 
       // 提取发送者名称
       let displayName = this.extractXmlValue(referMsgXml, 'displayname')
@@ -4511,8 +4512,8 @@ class ChatService {
       let displayContent = referContent
       switch (referType) {
         case '1':
-          // 文本消息，清理可能的 wxid
-          displayContent = this.sanitizeQuotedContent(referContent)
+          // 文本消息优先取“部分引用”字段，缺失时再回退到完整 content
+          displayContent = this.extractPreferredQuotedText(referMsgXml)
           break
         case '3':
           displayContent = '[图片]'
@@ -4552,6 +4553,76 @@ class ChatService {
     }
   }
 
+  private extractPreferredQuotedText(referMsgXml: string): string {
+    if (!referMsgXml) return ''
+
+    const sources = [this.decodeHtmlEntities(referMsgXml)]
+    const rawMsgSource = this.extractXmlValue(referMsgXml, 'msgsource')
+    if (rawMsgSource) {
+      const decodedMsgSource = this.decodeHtmlEntities(rawMsgSource)
+      if (decodedMsgSource) {
+        sources.push(decodedMsgSource)
+      }
+    }
+
+    const fullContent = this.sanitizeQuotedContent(this.extractXmlValue(sources[0] || referMsgXml, 'content'))
+    const partialText = this.extractPartialQuotedText(sources[0] || referMsgXml, fullContent)
+    if (partialText) return partialText
+
+    const candidateTags = [
+      'selectedcontent',
+      'selectedtext',
+      'selectcontent',
+      'selecttext',
+      'quotecontent',
+      'quotetext',
+      'partcontent',
+      'parttext',
+      'excerpt',
+      'summary',
+      'preview'
+    ]
+
+    for (const source of sources) {
+      for (const tag of candidateTags) {
+        const value = this.sanitizeQuotedContent(this.extractXmlValue(source, tag))
+        if (value) return value
+      }
+    }
+
+    return fullContent
+  }
+
+  private extractPartialQuotedText(xml: string, fullContent: string): string {
+    if (!xml || !fullContent) return ''
+
+    const startChar = this.extractXmlValue(xml, 'start')
+    const endChar = this.extractXmlValue(xml, 'end')
+    const startIndexRaw = this.extractXmlValue(xml, 'startindex')
+    const endIndexRaw = this.extractXmlValue(xml, 'endindex')
+    const startIndex = Number.parseInt(startIndexRaw, 10)
+    const endIndex = Number.parseInt(endIndexRaw, 10)
+
+    if (startChar && endChar) {
+      const startPos = fullContent.indexOf(startChar)
+      if (startPos !== -1) {
+        const endPos = fullContent.indexOf(endChar, startPos + startChar.length - 1)
+        if (endPos !== -1 && endPos >= startPos) {
+          const sliced = fullContent.slice(startPos, endPos + endChar.length).trim()
+          if (sliced) return sliced
+        }
+      }
+    }
+
+    if (Number.isFinite(startIndex) && Number.isFinite(endIndex) && endIndex >= startIndex) {
+      const chars = Array.from(fullContent)
+      const sliced = chars.slice(startIndex, endIndex + 1).join('').trim()
+      if (sliced) return sliced
+    }
+
+    return ''
+  }
+
   /**
    * 解析名片消息
    * 格式: <msg username="wxid_xxx" nickname="昵称" ... />
diff --git a/electron/services/config.ts b/electron/services/config.ts
index 0c81f59..85da9fc 100644
--- a/electron/services/config.ts
+++ b/electron/services/config.ts
@@ -5,6 +5,13 @@ import Store from 'electron-store'
 
 // 加密前缀标记
 const SAFE_PREFIX = 'safe:'  // safeStorage 加密（普通模式）
+const isSafeStorageAvailable = (): boolean => {
+  try {
+    return typeof safeStorage?.isEncryptionAvailable === 'function' && safeStorage.isEncryptionAvailable()
+  } catch {
+    return false
+  }
+}
 const LOCK_PREFIX = 'lock:'  // 密码派生密钥加密（锁定模式）
 
 interface ConfigSchema {
@@ -257,7 +264,7 @@ export class ConfigService {
   private safeEncrypt(plaintext: string): string {
     if (!plaintext) return ''
     if (plaintext.startsWith(SAFE_PREFIX)) return plaintext
-    if (!safeStorage.isEncryptionAvailable()) return plaintext
+    if (!isSafeStorageAvailable()) return plaintext
     const encrypted = safeStorage.encryptString(plaintext)
     return SAFE_PREFIX + encrypted.toString('base64')
   }
@@ -265,7 +272,7 @@ export class ConfigService {
   private safeDecrypt(stored: string): string {
     if (!stored) return ''
     if (!stored.startsWith(SAFE_PREFIX)) return stored
-    if (!safeStorage.isEncryptionAvailable()) return ''
+    if (!isSafeStorageAvailable()) return ''
     try {
       const buf = Buffer.from(stored.slice(SAFE_PREFIX.length), 'base64')
       return safeStorage.decryptString(buf)
diff --git a/electron/services/exportService.ts b/electron/services/exportService.ts
index 95800b6..6363e98 100644
--- a/electron/services/exportService.ts
+++ b/electron/services/exportService.ts
@@ -254,6 +254,7 @@ async function parallelLimit<T, R>(
 
 class ExportService {
   private configService: ConfigService
+  private runtimeConfig: { dbPath?: string; decryptKey?: string; myWxid?: string } | null = null
   private contactCache: LRUCache<string, { displayName: string; avatarUrl?: string }>
   private inlineEmojiCache: LRUCache<string, string>
   private htmlStyleCache: string | null = null
@@ -295,6 +296,10 @@ class ExportService {
     return error
   }
 
+  setRuntimeConfig(config: { dbPath?: string; decryptKey?: string; myWxid?: string } | null): void {
+    this.runtimeConfig = config
+  }
+
   private normalizeSessionIds(sessionIds: string[]): string[] {
     return Array.from(
       new Set((sessionIds || []).map((id) => String(id || '').trim()).filter(Boolean))
@@ -1316,9 +1321,9 @@ class ExportService {
   }
 
   private async ensureConnected(): Promise<{ success: boolean; cleanedWxid?: string; error?: string }> {
-    const wxid = this.configService.get('myWxid')
-    const dbPath = this.configService.get('dbPath')
-    const decryptKey = this.configService.get('decryptKey')
+    const wxid = String(this.runtimeConfig?.myWxid || this.configService.get('myWxid') || '').trim()
+    const dbPath = String(this.runtimeConfig?.dbPath || this.configService.get('dbPath') || '').trim()
+    const decryptKey = String(this.runtimeConfig?.decryptKey || this.configService.get('decryptKey') || '').trim()
     if (!wxid) return { success: false, error: '请先在设置页面配置微信ID' }
     if (!dbPath) return { success: false, error: '请先在设置页面配置数据库路径' }
     if (!decryptKey) return { success: false, error: '请先在设置页面配置解密密钥' }
@@ -2254,7 +2259,7 @@ class ExportService {
       const referMsgXml = normalized.substring(referMsgStart, referMsgEnd + 11)
       const quoteInfo = this.parseQuoteMessage(normalized)
       const replyText = this.stripSenderPrefix(this.extractXmlValue(normalized, 'title') || '')
-      const quotedPreview = this.formatQuotedReferencePreview(
+      const quotedPreview = quoteInfo.content || this.formatQuotedReferencePreview(
         this.extractXmlValue(referMsgXml, 'content'),
         this.extractXmlValue(referMsgXml, 'type')
       )
@@ -2960,7 +2965,7 @@ class ExportService {
 
       switch (referType) {
         case '1':
-          displayContent = this.sanitizeQuotedContent(referContent)
+          displayContent = this.extractPreferredQuotedText(referMsgXml)
           break
         case '3':
           displayContent = '[图片]'
@@ -3001,6 +3006,76 @@ class ExportService {
     }
   }
 
+  private extractPreferredQuotedText(referMsgXml: string): string {
+    if (!referMsgXml) return ''
+
+    const sources = [this.decodeHtmlEntities(referMsgXml)]
+    const rawMsgSource = this.extractXmlValue(referMsgXml, 'msgsource')
+    if (rawMsgSource) {
+      const decodedMsgSource = this.decodeHtmlEntities(rawMsgSource)
+      if (decodedMsgSource) {
+        sources.push(decodedMsgSource)
+      }
+    }
+
+    const fullContent = this.sanitizeQuotedContent(this.extractXmlValue(sources[0] || referMsgXml, 'content'))
+    const partialText = this.extractPartialQuotedText(sources[0] || referMsgXml, fullContent)
+    if (partialText) return partialText
+
+    const candidateTags = [
+      'selectedcontent',
+      'selectedtext',
+      'selectcontent',
+      'selecttext',
+      'quotecontent',
+      'quotetext',
+      'partcontent',
+      'parttext',
+      'excerpt',
+      'summary',
+      'preview'
+    ]
+
+    for (const source of sources) {
+      for (const tag of candidateTags) {
+        const value = this.sanitizeQuotedContent(this.extractXmlValue(source, tag))
+        if (value) return value
+      }
+    }
+
+    return fullContent
+  }
+
+  private extractPartialQuotedText(xml: string, fullContent: string): string {
+    if (!xml || !fullContent) return ''
+
+    const startChar = this.extractXmlValue(xml, 'start')
+    const endChar = this.extractXmlValue(xml, 'end')
+    const startIndexRaw = this.extractXmlValue(xml, 'startindex')
+    const endIndexRaw = this.extractXmlValue(xml, 'endindex')
+    const startIndex = Number.parseInt(startIndexRaw, 10)
+    const endIndex = Number.parseInt(endIndexRaw, 10)
+
+    if (startChar && endChar) {
+      const startPos = fullContent.indexOf(startChar)
+      if (startPos !== -1) {
+        const endPos = fullContent.indexOf(endChar, startPos + startChar.length - 1)
+        if (endPos !== -1 && endPos >= startPos) {
+          const sliced = fullContent.slice(startPos, endPos + endChar.length).trim()
+          if (sliced) return sliced
+        }
+      }
+    }
+
+    if (Number.isFinite(startIndex) && Number.isFinite(endIndex) && endIndex >= startIndex) {
+      const chars = Array.from(fullContent)
+      const sliced = chars.slice(startIndex, endIndex + 1).join('').trim()
+      if (sliced) return sliced
+    }
+
+    return ''
+  }
+
   private extractChatLabReplyToMessageId(content: string): string | undefined {
     try {
       const normalized = this.normalizeAppMessageContent(content || '')
diff --git a/package.json b/package.json
index 28736e3..5361a0e 100644
--- a/package.json
+++ b/package.json
@@ -70,7 +70,9 @@
       "lodash": ">=4.17.21",
       "brace-expansion": ">=1.1.11",
       "picomatch": ">=2.3.1",
-      "ajv": ">=8.18.0"
+      "ajv": ">=8.18.0",
+      "ajv-keywords@3>ajv": "^6.12.6",
+      "@develar/schema-utils>ajv": "^6.12.6"
     }
   },
   "build": {
diff --git a/src/pages/ChatPage.tsx b/src/pages/ChatPage.tsx
index 36b7cc1..5e86cc5 100644
--- a/src/pages/ChatPage.tsx
+++ b/src/pages/ChatPage.tsx
@@ -8695,6 +8695,28 @@ function MessageBubble({
     appMsgTextCache.set(selector, value)
     return value
   }, [appMsgDoc, appMsgTextCache])
+  const queryPreferredQuotedContent = useCallback((): string => {
+    if (message.quotedContent) return message.quotedContent
+    const candidates = [
+      'refermsg > selectedcontent',
+      'refermsg > selectedtext',
+      'refermsg > selectcontent',
+      'refermsg > selecttext',
+      'refermsg > quotecontent',
+      'refermsg > quotetext',
+      'refermsg > partcontent',
+      'refermsg > parttext',
+      'refermsg > excerpt',
+      'refermsg > summary',
+      'refermsg > preview',
+      'refermsg > content'
+    ]
+    for (const selector of candidates) {
+      const value = queryAppMsgText(selector)
+      if (value) return value
+    }
+    return ''
+  }, [message.quotedContent, queryAppMsgText])
   const appMsgThumbRawCandidate = useMemo(() => (
     message.linkThumb ||
     message.appMsgThumbUrl ||
@@ -8712,7 +8734,7 @@ function MessageBubble({
     queryAppMsgText('refermsg > fromusr'),
     queryAppMsgText('refermsg > chatusr')
   )
-  const quotedContent = message.quotedContent || queryAppMsgText('refermsg > content') || ''
+  const quotedContent = queryPreferredQuotedContent()
   const quotedSenderFallbackName = useMemo(
     () => resolveQuotedSenderFallbackDisplayName(
       session.username,
@@ -9262,7 +9284,7 @@ function MessageBubble({
       // type 57: 引用回复消息，解析 refermsg 渲染为引用样式
       if (xmlType === '57') {
         const replyText = q('title') || cleanedParsedContent || ''
-        const referContent = q('refermsg > content') || ''
+        const referContent = queryPreferredQuotedContent()
         const referType = q('refermsg > type') || ''
 
         // 根据被引用消息类型渲染对应内容
@@ -9385,7 +9407,7 @@ function MessageBubble({
       if (kind === 'quote') {
         // 引用回复消息（appMsgKind='quote'，xmlType=57）
         const replyText = message.linkTitle || q('title') || cleanedParsedContent || ''
-        const referContent = message.quotedContent || q('refermsg > content') || ''
+        const referContent = queryPreferredQuotedContent()
         return (
           renderBubbleWithQuote(
             renderQuotedMessageBlock(renderTextWithEmoji(cleanMessageContent(referContent))),
@@ -9576,7 +9598,7 @@ function MessageBubble({
       // 引用回复消息 (type=57)，防止被误判为链接
       if (appMsgType === '57') {
         const replyText = parsedDoc?.querySelector('title')?.textContent?.trim() || cleanedParsedContent || ''
-        const referContent = parsedDoc?.querySelector('refermsg > content')?.textContent?.trim() || ''
+        const referContent = queryPreferredQuotedContent()
         const referType = parsedDoc?.querySelector('refermsg > type')?.textContent?.trim() || ''
 
         const renderReferContent2 = () => {