diff --git a/.vitepress/theme/components/PrevNext.vue b/.vitepress/theme/components/PrevNext.vue
index 5e4988e..f3775bd 100644
--- a/.vitepress/theme/components/PrevNext.vue
+++ b/.vitepress/theme/components/PrevNext.vue
@@ -4,92 +4,101 @@ import { useGlobalData } from "../composables/useGlobalData";
 import { usePostStore } from "../stores/posts";
 
 const { page } = useGlobalData();
-
 const postsStore = usePostStore();
-const postsRef = computed(() => postsStore.posts);
 
-function normalize(u: string | undefined | null) {
+/**
+ * 规范化路径字符串，移除 Origin、.html 后缀及末尾斜杠
+ * @param {string | undefined | null} u 原始路径或 URL
+ * @returns {string} 处理后的规范化路径
+ */
+function normalize(u: string | undefined | null): string {
   if (!u) return "";
-
   try {
     const url = String(u);
     const withoutOrigin = url.replace(/^https?:\/\/[^/]+/, "");
     return withoutOrigin.replace(/(?:\.html)?\/?$/, "");
-  } catch (e) {
+  } catch {
     return String(u);
   }
 }
 
+/**
+ * 计算当前页面的潜在匹配标识符（路径、Slug、文件名等）
+ * @returns {ComputedRef<string[]>} 规范化后的候选标识符数组
+ */
 const currentCandidates = computed(() => {
   const p = page.value as any;
-  const cand: string[] = [];
+  if (!p) return [];
 
+  const cand = new Set<string>();
+
+  // 基础属性收集
   ["path", "regularPath", "url", "relativePath", "filePath", "_file"].forEach((k) => {
-    if (p && p[k]) cand.push(String(p[k]));
+    if (p[k]) cand.add(String(p[k]));
   });
 
-  if (p && p.frontmatter) {
-    if (p.frontmatter.permalink) cand.push(String(p.frontmatter.permalink));
-    if (p.frontmatter.slug) cand.push(String(p.frontmatter.slug));
+  // Frontmatter 标识收集
+  if (p.frontmatter) {
+    if (p.frontmatter.permalink) cand.add(String(p.frontmatter.permalink));
+    if (p.frontmatter.slug) cand.add(String(p.frontmatter.slug));
   }
 
-  const filePath = p && (p.filePath || p._file || p.relativePath || "");
-  if (filePath && typeof filePath === "string") {
-    const m = filePath.match(/posts\/(.+?)\.mdx?$/) || filePath.match(/posts\/(.+?)\.md$/);
-    if (m && m[1]) {
-      const name = m[1];
-      cand.push(`/posts/${encodeURIComponent(name)}`);
-      cand.push(`/posts/${encodeURIComponent(name)}.html`);
+  // 针对博客文章路径的特殊解析
+  const filePath = p.filePath || p._file || p.relativePath || "";
+  if (filePath) {
+    const match = filePath.match(/posts\/(.+?)\.mdx?$/);
+    if (match?.[1]) {
+      const name = match[1];
+      cand.add(`/posts/${encodeURIComponent(name)}`);
+      cand.add(`/posts/${encodeURIComponent(name)}.html`);
     }
   }
 
-  if (p && p.title) cand.push(String(p.title));
+  // 标题作为保底匹配项
+  if (p.title) cand.add(String(p.title));
 
-  return Array.from(new Set(cand.map((c) => normalize(c))));
+  return Array.from(cand).map((c) => normalize(c));
 });
 
+/**
+ * 在文章列表中查找当前页面的索引
+ * @returns {ComputedRef<number>} 当前文章的索引，未找到返回 -1
+ */
 const currentIndex = computed(() => {
-  const posts = postsRef.value || [];
+  const posts = postsStore.posts || [];
+  const candidates = currentCandidates.value;
+  const pTitle = (page.value as any)?.title;
 
-  for (let i = 0; i < posts.length; i++) {
-    const post = posts[i];
+  return posts.findIndex((post) => {
     const postNorm = normalize(post.url);
-
-    for (const c of currentCandidates.value) {
-      if (!c) continue;
-      if (postNorm === c) return i;
-      if (postNorm === c + "") return i;
-    }
-
-    const pTitle = (page.value as any)?.title;
-    if (pTitle && post.title && String(post.title) === String(pTitle)) return i;
-  }
-
-  return -1;
+    // 路径/标识符匹配
+    if (candidates.some((c) => c && postNorm === c)) return true;
+    // 标题匹配（保底）
+    if (pTitle && post.title && String(post.title) === String(pTitle)) return true;
+    return false;
+  });
 });
 
+/** 上一篇文章对象 */
 const prev = computed(() => {
-  const posts = postsRef.value || [];
   const idx = currentIndex.value;
-  if (idx > 0) return posts[idx - 1];
-  return null;
+  return idx > 0 ? postsStore.posts[idx - 1] : null;
 });
 
+/** 下一篇文章对象 */
 const next = computed(() => {
-  const posts = postsRef.value || [];
   const idx = currentIndex.value;
-  if (idx >= 0 && idx < posts.length - 1) return posts[idx + 1];
-  return null;
+  return idx >= 0 && idx < postsStore.posts.length - 1 ? postsStore.posts[idx + 1] : null;
 });
 </script>
 
 <template>
   <div class="PrevNext">
-    <a class="prev" :href="prev.url" v-if="prev">
+    <a v-if="prev" class="prev" :href="prev.url">
       <span class="label">上一篇</span>
       <span class="title">{{ prev.title }}</span>
     </a>
-    <a class="next" :href="next.url" v-if="next">
+    <a v-if="next" class="next" :href="next.url">
       <span class="label">下一篇</span>
       <span class="title">{{ next.title }}</span>
     </a>
@@ -98,5 +107,6 @@ const next = computed(() => {
 
 <style lang="scss" scoped>
 @use "sass:meta";
+/* 引用现有的导航组件样式 */
 @include meta.load-css("../styles/components/PrevNext");
 </style>