diff --git a/plugins/plugin-md-power/src/node/enhance/links.ts b/plugins/plugin-md-power/src/node/enhance/links.ts
index 91f2a7ff..0920612c 100644
--- a/plugins/plugin-md-power/src/node/enhance/links.ts
+++ b/plugins/plugin-md-power/src/node/enhance/links.ts
@@ -44,6 +44,7 @@ export function linksPlugin(md: Markdown): void {
     // convert starting tag of internal link
     hasOpenInternalLink = true
     token.tag = internalTag
+    token.attrJoin(':no-icon', 'true')
 
     const matched = hrefLink.match(/^([^#?]*?(?:\/|\.md|\.html))([#?].*)?$/)
 
diff --git a/theme/src/client/components/VPLink.vue b/theme/src/client/components/VPLink.vue
index c3616c44..f4899a68 100644
--- a/theme/src/client/components/VPLink.vue
+++ b/theme/src/client/components/VPLink.vue
@@ -29,7 +29,7 @@ function linkTo(e: Event) {
 <template>
   <Component
     :is="tag" class="vp-link" :class="{ link, 'no-icon': noIcon }"
-    :href="link ? isExternalProtocol ? link : withBase(link) : undefined"
+    :href="link ? isExternalProtocol ? link : isExternal ? link : withBase(link) : undefined"
     :target="target ?? (isExternal ? '_blank' : undefined)"
     :rel="rel ?? (isExternal ? 'noreferrer' : undefined)"
     @click="linkTo($event)"
diff --git a/theme/src/client/composables/link.ts b/theme/src/client/composables/link.ts
index 2215c912..13e2876e 100644
--- a/theme/src/client/composables/link.ts
+++ b/theme/src/client/composables/link.ts
@@ -1,7 +1,7 @@
 import type { ComputedRef, MaybeRefOrGetter } from 'vue'
 import { isLinkExternal, isLinkWithProtocol } from '@vuepress/helper/client'
 import { computed, toValue } from 'vue'
-import { resolveRouteFullPath, useRoute } from 'vuepress/client'
+import { resolveRoute, resolveRouteFullPath, useRoute } from 'vuepress/client'
 import { useData } from './data.js'
 
 interface UseLinkResult {
@@ -24,29 +24,29 @@ export function useLink(
   const route = useRoute()
   const { page } = useData()
 
-  const isExternal = computed(() => {
+  // 预判断是否可以直接认为是外部链接
+  // 在此时并不能完全确认是否一定是内部链接
+  const maybeIsExternal = computed(() => {
     const link = toValue(href)
     const rawTarget = toValue(target)
     if (!link)
       return false
     if (rawTarget === '_blank' || isLinkExternal(link))
       return true
-    const filename = link.split(/[#?]/)[0]?.split('/').pop() || ''
-    if (filename === '' || filename.endsWith('.html') || filename.endsWith('.md'))
-      return false
-    return filename.includes('.')
+    return false
   })
 
-  const link = computed(() => {
+  // 预处理链接，尝试转为内部的链接
+  const preProcessLink = computed(() => {
     const link = toValue(href)
-    if (!link)
-      return undefined
-    if (isExternal.value)
+    if (!link || maybeIsExternal.value)
       return link
 
     const currentPath = page.value.filePathRelative ? `/${page.value.filePathRelative}` : undefined
     const path = resolveRouteFullPath(link, currentPath)
     if (path.includes('#')) {
+      // 将路径 + 锚点 与 当前路由路径进行比较
+      // 转为锚点链接，避免页面发生刷新
       if (path.slice(0, path.indexOf('#')) === route.path) {
         return path.slice(path.indexOf('#'))
       }
@@ -54,6 +54,28 @@ export function useLink(
     return path
   })
 
+  const isExternal = computed(() => {
+    const link = preProcessLink.value
+    if (maybeIsExternal.value)
+      return true
+
+    if (!link || link[0] === '#')
+      return false
+
+    // 判断是否为不存在的路由
+    const routePath = link.split(/[?#]/)[0]
+    const { notFound } = resolveRoute(routePath)
+    return notFound
+  })
+
+  const link = computed(() => {
+    // 外部链接保持原样
+    if (isExternal.value) {
+      return toValue(href)
+    }
+    return preProcessLink.value
+  })
+
   const isExternalProtocol = computed(() => {
     if (!link.value || link.value[0] === '#')
       return false
diff --git a/theme/src/client/styles/content.css b/theme/src/client/styles/content.css
index a4ceb989..9cf0d965 100644
--- a/theme/src/client/styles/content.css
+++ b/theme/src/client/styles/content.css
@@ -291,7 +291,8 @@
 /**
  * External links
  * -------------------------------------------------------------------------- */
-:is(.vp-external-link-icon, .vp-doc a[href*="://"], .vp-doc a[target=_blank]):not(.no-icon)::after {
+:is(.vp-external-link-icon, .vp-doc a[href*="://"],
+.vp-doc a[target=_blank])::after {
   --icon: url("data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 24 24' %3E%3Cpath d='M0 0h24v24H0V0z' fill='none' /%3E%3Cpath d='M9 5v2h6.59L4 18.59 5.41 20 17 8.41V15h2V5H9z' /%3E%3C/svg%3E");
 
   display: inline-block;