diff --git a/lib/routes/cosplaytele/article.ts b/lib/routes/cosplaytele/article.ts
index c5a534cce..00db9197e 100644
--- a/lib/routes/cosplaytele/article.ts
+++ b/lib/routes/cosplaytele/article.ts
@@ -1,12 +1,20 @@
+import { load } from 'cheerio';
+import got from '@/utils/got';
 import { parseDate } from '@/utils/parse-date';
-import { WPPost } from './types';
 
-function loadArticle(item: WPPost) {
+async function loadArticle(link) {
+    const resp = await got(link);
+    const article = load(resp.body);
+
+    const title = article('h1.entry-title').text().trim();
+    const description = article('.entry-content').html() ?? '';
+    const pubDate = parseDate(article('time')[0].attribs.datetime);
+
     return {
-        title: item.title.rendered,
-        description: item.content.rendered,
-        pubDate: parseDate(item.date_gmt),
-        link: item.link,
+        title,
+        description,
+        pubDate,
+        link,
     };
 }
 
diff --git a/lib/routes/cosplaytele/category.ts b/lib/routes/cosplaytele/category.ts
index 755f01fd3..6062ef26a 100644
--- a/lib/routes/cosplaytele/category.ts
+++ b/lib/routes/cosplaytele/category.ts
@@ -1,8 +1,9 @@
 import { Route } from '@/types';
+import cache from '@/utils/cache';
 import got from '@/utils/got';
+import { load } from 'cheerio';
 import { SUB_NAME_PREFIX, SUB_URL } from './const';
 import loadArticle from './article';
-import { WPPost } from './types';
 
 export const route: Route = {
     path: '/category/:category',
@@ -34,14 +35,19 @@ async function handler(ctx) {
     const category = ctx.req.param('category');
     const categoryUrl = `${SUB_URL}category/${category}/`;
 
-    const {
-        data: [{ id: categoryId }],
-    } = await got(`${SUB_URL}wp-json/wp/v2/categories?slug=${category}`);
-    const { data: posts } = await got(`${SUB_URL}wp-json/wp/v2/posts?categories=${categoryId}&per_page=${limit}`);
+    const response = await got(categoryUrl);
+    const $ = load(response.body);
+    const itemRaw = $('#content .post-item').slice(0, limit).toArray();
 
     return {
         title: `${SUB_NAME_PREFIX} - Category: ${category}`,
         link: categoryUrl,
-        item: posts.map((post) => loadArticle(post as WPPost)),
+        item: await Promise.all(
+            itemRaw.map((e) => {
+                const item = $(e);
+                const link = item.find('h5.post-title a').attr('href');
+                return cache.tryGet(link, () => loadArticle(link));
+            })
+        ),
     };
 }
diff --git a/lib/routes/cosplaytele/latest.ts b/lib/routes/cosplaytele/latest.ts
index b986a8d73..fe5d0b000 100644
--- a/lib/routes/cosplaytele/latest.ts
+++ b/lib/routes/cosplaytele/latest.ts
@@ -1,8 +1,9 @@
 import { Route } from '@/types';
+import cache from '@/utils/cache';
 import got from '@/utils/got';
+import { load } from 'cheerio';
 import { SUB_NAME_PREFIX, SUB_URL } from './const';
 import loadArticle from './article';
-import { WPPost } from './types';
 
 export const route: Route = {
     path: '/',
@@ -31,11 +32,19 @@ export const route: Route = {
 
 async function handler(ctx) {
     const limit = Number.parseInt(ctx.req.query('limit')) || 20;
-    const { data: posts } = await got(`${SUB_URL}wp-json/wp/v2/posts?per_page=${limit}`);
+    const response = await got(SUB_URL);
+    const $ = load(response.body);
+    const itemRaw = $('#content .post-item').slice(0, limit).toArray();
 
     return {
         title: `${SUB_NAME_PREFIX} - Latest`,
         link: SUB_URL,
-        item: posts.map((post) => loadArticle(post as WPPost)),
+        item: await Promise.all(
+            itemRaw.map((e) => {
+                const item = $(e);
+                const link = item.find('h5.post-title a').attr('href');
+                return cache.tryGet(link, () => loadArticle(link));
+            })
+        ),
     };
 }
diff --git a/lib/routes/cosplaytele/popular.ts b/lib/routes/cosplaytele/popular.ts
index fe2b20577..fc590cc17 100644
--- a/lib/routes/cosplaytele/popular.ts
+++ b/lib/routes/cosplaytele/popular.ts
@@ -1,9 +1,9 @@
 import { Route } from '@/types';
+import cache from '@/utils/cache';
 import got from '@/utils/got';
 import { load } from 'cheerio';
 import { SUB_NAME_PREFIX, SUB_URL } from './const';
 import loadArticle from './article';
-import { WPPost } from './types';
 
 export const route: Route = {
     path: '/popular/:period',
@@ -64,12 +64,10 @@ async function handler(ctx) {
         .toArray()
         .map((post) => $(post).find('.wpp-post-title').attr('href'))
         .filter((link) => link !== undefined);
-    const slugs = links.map((link) => link.split('/').findLast(Boolean));
-    const { data: posts } = await got(`${SUB_URL}wp-json/wp/v2/posts?slug=${slugs.join(',')}&per_page=${limit}`);
 
     return {
         title,
         link: url,
-        item: posts.map((post) => loadArticle(post as WPPost)),
+        item: await Promise.all(links.map((link) => cache.tryGet(link, () => loadArticle(link)))),
     };
 }
diff --git a/lib/routes/cosplaytele/tag.ts b/lib/routes/cosplaytele/tag.ts
index 41676a57c..a1e11d467 100644
--- a/lib/routes/cosplaytele/tag.ts
+++ b/lib/routes/cosplaytele/tag.ts
@@ -1,8 +1,9 @@
 import { Route } from '@/types';
+import cache from '@/utils/cache';
 import got from '@/utils/got';
+import { load } from 'cheerio';
 import { SUB_NAME_PREFIX, SUB_URL } from './const';
 import loadArticle from './article';
-import { WPPost } from './types';
 
 export const route: Route = {
     path: '/tag/:tag',
@@ -34,14 +35,19 @@ async function handler(ctx) {
     const tag = ctx.req.param('tag');
     const tagUrl = `${SUB_URL}tag/${tag}/`;
 
-    const {
-        data: [{ id: tagId }],
-    } = await got(`${SUB_URL}wp-json/wp/v2/tags?slug=${tag}`);
-    const { data: posts } = await got(`${SUB_URL}wp-json/wp/v2/posts?tags=${tagId}&per_page=${limit}`);
+    const response = await got(tagUrl);
+    const $ = load(response.body);
+    const itemRaw = $('#content .post-item').slice(0, limit).toArray();
 
     return {
         title: `${SUB_NAME_PREFIX} - Tag: ${tag}`,
         link: tagUrl,
-        item: posts.map((post) => loadArticle(post as WPPost)),
+        item: await Promise.all(
+            itemRaw.map((e) => {
+                const item = $(e);
+                const link = item.find('h5.post-title a').attr('href');
+                return cache.tryGet(link, () => loadArticle(link));
+            })
+        ),
     };
 }