temp

功能整理
feat: add comfort user
2025-07-04 00:01:22 +08:00 · 2025-06-30 02:12:24 +08:00 · 2025-06-30 01:59:26 +08:00 · 2025-06-29 09:05:27 +08:00 · 2025-06-28 02:46:50 +08:00 · 2025-06-27 22:38:24 +08:00
57 changed files with 1734 additions and 194 deletions
--- a/.gitignore
+++ b/.gitignore
@@ -15,3 +15,5 @@ logs

 .env*
 !.env.example
+
+.turbo
--- a/README.md
+++ b/README.md
@@ -1 +1,16 @@
-# router app template
+# 社交路由功能模块
+
+## 小红书
+
+自动获取和上传
+
+[代理浏览器](https://git.xiongxiao.me/media/social-xhs-api-server)
+
+### 功能
+
+#### 获取评论
+
+#### 获取笔记信息
+
+#### 返回笔记信息
+
--- a/package.json
+++ b/package.json
@@ -15,9 +15,11 @@
  "scripts": {
    "dev": "cross-env NODE_TLS_REJECT_UNAUTHORIZED=0  bun --watch src/dev.ts ",
    "worker": "bun --watch src/task/worker.ts",
+    "worker:server": "bun src/task/worker.ts",
    "build": "rimraf dist && bun run bun.config.mjs",
    "test": "tsx  test/**/*.ts",
    "clean": "rm -rf dist",
+    "turbo:build": "turbo run build",
    "pub": "npm run build && envision pack -p -u",
    "cmd": "tsx cmd/index.ts "
  },
@@ -34,9 +36,11 @@
    "access": "public"
  },
  "dependencies": {
-    "@kevisual/code-center-module": "0.0.18",
-    "@kevisual/router": "0.0.13",
-    "@kevisual/use-config": "^1.0.12",
+    "@kevisual/ai": "^0.0.8",
+    "@kevisual/code-center-module": "0.0.23",
+    "@kevisual/context": "^0.0.3",
+    "@kevisual/router": "0.0.23",
+    "@kevisual/use-config": "^1.0.19",
    "cookie": "^1.0.2",
    "dayjs": "^1.11.13",
    "formidable": "^3.5.4",
@@ -44,30 +48,31 @@
    "nanoid": "^5.1.5"
  },
  "devDependencies": {
-    "@kevisual/ai-center": "^0.0.3",
    "@kevisual/app-assistant": "workspace:*",
+    "@kevisual/logger": "^0.0.4",
    "@kevisual/social-prompts": "workspace:*",
-    "@kevisual/types": "^0.0.9",
-    "@kevisual/use-config": "^1.0.12",
+    "@kevisual/types": "^0.0.10",
+    "@kevisual/use-config": "^1.0.19",
    "@kevisual/xhs": "workspace:*",
-    "@types/bun": "^1.2.11",
+    "@types/bun": "^1.2.16",
    "@types/crypto-js": "^4.2.2",
    "@types/formidable": "^3.4.5",
    "@types/lodash-es": "^4.17.12",
-    "@types/node": "^22.15.3",
-    "bullmq": "^5.51.1",
-    "commander": "^13.1.0",
+    "@types/node": "^24.0.3",
+    "bullmq": "^5.55.0",
+    "commander": "^14.0.0",
    "concurrently": "^9.1.2",
    "cross-env": "^7.0.3",
    "dotenv": "^16.5.0",
    "inquire": "^0.4.8",
    "ioredis": "^5.6.1",
    "nodemon": "^3.1.10",
-    "pg": "^8.15.6",
+    "openai": "^5.6.0",
+    "pg": "^8.16.2",
    "rimraf": "^6.0.1",
    "sequelize": "^6.37.7",
    "tape": "^5.9.0",
    "typescript": "^5.8.3"
  },
-  "packageManager": "pnpm@10.10.0"
+  "packageManager": "pnpm@10.12.1"
 }
--- a/packages/app-assistant/src/test/get-unread.ts
+++ b/packages/app-assistant/src/test/get-unread.ts
@@ -1,6 +1,6 @@
 const unreadUrl = 'https://edith.xiaohongshu.com/api/sns/web/unread_count';
 const cookie =
-  'a1=19686f83a65uiloc0y7wv79une457hsjh5lt00dpe40000147626;abRequestId=0a794332-4561-5f49-93f7-780b8b028e1f;access-token-creator.xiaohongshu.com=customer.creator.AT-68c517498636784561614544frjvxzj7yu8iewie;agora_session=6a0031373435393132333637323735343733393437313634000000000000;customerClientId=536706778174172;galaxy_creator_session_id=OhpHDDSoADhNEhnH5LLnQpletFLApu1fd91f;galaxy.creator.beaker.session.id=1745912429847011598150;gid=yjKqYfK0qDyYyj2DDSqd4ujxyW9kvxIuT62ddkMWhElyuxq8yDd6hl888q2WYy88j8i80yYD;loadts=1746020512562;sec_poison_id=441c932e-a6ac-4d8d-97ae-beb14adb1929;unread={%22ub%22:%2267eaf1fe000000001202c3ea%22%2C%22ue%22:%226803aa37000000001c0319d8%22%2C%22uc%22:35};web_session=040069b2e9c511ca302086ca253a4bde8b1cd1;webBuild=4.62.3;webId=97e5f097499594cad49aa0bd1a8ed83f;websectiga=3633fe24d49c7dd0eb923edc8205740f10fdb18b25d424d2a2322c6196d2a4ad;x-user-id-creator.xiaohongshu.com=639d86590000000026006076;xsecappid=xhs-pc-web;acw_tc=0a00df6217460205042195762e721fba339a0dbe8e4738b961a5ff15e74619;';
+  'a1=xxxx;abRequestId=0a794332-4561-5f49-93f7-780b8b028e1f;access-token-creator.xiaohongshu.com=customer.creator.AT-68c517498636784561614544frjvxzj7yu8iewie;agora_session=6a0031373435393132333637323735343733393437313634000000000000;customerClientId=536706778174172;galaxy_creator_session_id=OhpHDDSoADhNEhnH5LLnQpletFLApu1fd91f;galaxy.creator.beaker.session.id=1745912429847011598150;gid=yjKqYfK0qDyYyj2DDSqd4ujxyW9kvxIuT62ddkMWhElyuxq8yDd6hl888q2WYy88j8i80yYD;loadts=1746020512562;sec_poison_id=441c932e-a6ac-4d8d-97ae-beb14adb1929;unread={%22ub%22:%2267eaf1fe000000001202c3ea%22%2C%22ue%22:%226803aa37000000001c0319d8%22%2C%22uc%22:35};web_session=040069b2e9c511ca302086ca253a4bde8b1cd1;webBuild=4.62.3;webId=97e5f097499594cad49aa0bd1a8ed83f;websectiga=3633fe24d49c7dd0eb923edc8205740f10fdb18b25d424d2a2322c6196d2a4ad;x-user-id-creator.xiaohongshu.com=639d86590000000026006076;xsecappid=xhs-pc-web;acw_tc=0a00df6217460205042195762e721fba339a0dbe8e4738b961a5ff15e74619;';

 const cookieObj = cookie.split('; ').reduce((acc, item) => {
  const [key, value] = item.split('=');
@@ -17,7 +17,7 @@ const headers = {

 const meUri = '/api/sns/web/v2/user/me';
 const getSign = async (uri: string, data: any, a1: string, web_session?: string) => {
-  const signs = await fetch('http://light.xiongxiao.me:5006/sign', {
+  const signs = await fetch('http://localhost:5006/sign', {
    method: 'POST',
    headers: {
      'Content-Type': 'application/json',
--- a/packages/xhs-core/bun.config.mjs
+++ b/packages/xhs-core/bun.config.mjs
@@ -7,6 +7,7 @@ import path from 'path';
 const rp = (resolvePath) => {
  return path.resolve(process.cwd(), resolvePath);
 };
+const external = ['jsdom']
 // bun run src/index.ts --
 await Bun.build({
  target: 'node',
@@ -16,6 +17,7 @@ await Bun.build({
  naming: {
    entry: 'app.mjs',
  },
+  external: external,

  define: {
    VERSION: JSON.stringify(pkg.version),
--- a/packages/xhs-core/package.json
+++ b/packages/xhs-core/package.json
@@ -1,6 +1,6 @@
 {
  "name": "@kevisual/xhs-core",
-  "version": "0.0.2",
+  "version": "0.0.4",
  "description": "",
  "main": "dist/app.mjs",
  "types": "dist/app.d.ts",
--- a/packages/xhs/.gitignore
+++ b/packages/xhs/.gitignore
@@ -1 +1,21 @@
 db-sqlite
+
+node_modules
+
+dist
+
+app.config.json5
+
+apps.config.json
+
+deploy.tar.gz
+cache-file
+
+/apps
+
+logs
+
+.env*
+!.env.example
+
+.turbo
--- a/packages/xhs/package.json
+++ b/packages/xhs/package.json
@@ -6,7 +6,7 @@
  "types": "app.d.ts",
  "scripts": {
    "build": "bun run bun.config.mjs",
-    "postbuild": "dts -i src/index.ts -o app.d.ts",
+    "postbuild2": "dts -i src/index.ts -o app.d.ts",
    "cmd": "tsx src/test/command.ts ",
    "dts": "dts -i src/index.js -o app.d.ts"
  },
@@ -19,12 +19,12 @@
  "keywords": [],
  "author": "abearxiong <xiongxiao@xiongxiao.me> (https://www.xiongxiao.me)",
  "license": "MIT",
-  "packageManager": "pnpm@10.10.0",
+  "packageManager": "pnpm@10.12.1",
  "type": "module",
  "devDependencies": {
-    "@kevisual/use-config": "^1.0.14",
-    "@kevisual/xhs-core": "workspace:*",
-    "@types/node": "^22.15.3"
+    "@kevisual/use-config": "^1.0.19",
+    "@kevisual/xhs-core": "0.0.4",
+    "@types/node": "^24.0.3"
  },
  "exports": {
    ".": {
@@ -33,6 +33,10 @@
    },
    "./index": {
      "import": "./src/index.ts"
+    },
+    "./index.ts": {
+      "import": "./src/index.ts",
+      "types": "./src/index.ts"
    }
  },
  "dependencies": {
--- a/packages/xhs/readme.md
+++ b/packages/xhs/readme.md
--- a/packages/xhs/src/app.ts
+++ b/packages/xhs/src/app.ts
@@ -1,15 +1,15 @@
 import { QueryRouterServer } from '@kevisual/router/browser';
-import { XhsServices } from '@kevisual/xhs/services/xhs-services.ts';
-
+import { XhsServices, XhsClient } from '@kevisual/xhs/services/xhs-services.ts';
+export { XhsServices };
 export const app = new QueryRouterServer();
-export const xhsServices = new XhsServices();
-const cookie =
-  'a1=1969a2df762vy6p46vet3jjpwfvnoce52hge24v0430000640615;abRequestId=48bccb63-a540-5533-8215-546916a6386f;gid=yjKj0JdyjKJ4yjKj0JfiWx4hKJhvKU4Khd9qk84VVUEihdq8IlSd2J888K48Ky28SSqJKYSK;loadts=1746343425888;sec_poison_id=32d8febc-7543-41e7-8a1f-c652d32a1e1a;unread={%22ub%22:%2267f73e21000000001b0384ea%22%2C%22ue%22:%226812f08300000000090166d7%22%2C%22uc%22:32};web_session=040069b6528dbc23c355705e223a4b27b6660a;webBuild=4.62.3;webId=05b45ad626037308d58668196c6af47d;websectiga=8886be45f388a1ee7bf611a69f3e174cae48f1ea02c0f8ec3256031b8be9c7ee;xsecappid=xhs-pc-web;acw_tc=0a00d14717463434250061733e8b2fcd3804e9b06020e1f339ebd8b7e80fc4;';
+export const xhsServices = new XhsServices(); // Semicolon separated Cookie File

-xhsServices.createRoot({
+const cookie =
+  'a1=****;abRequestId=f98f27d6-cceb-53d9-a9ef-dbd68786231b;access-token-creator.xiaohongshu.com=customer.creator.AT-68c517518075239703025713copo06lnusenqic1;customer-sso-sid=68c517518075239698553486mipyx4lwk2ac5jaj;customerClientId=716985104518687;galaxy_creator_session_id=wda55FJhoiAWZ8cekT2aGiM9fuztft3mOdRM;galaxy.creator.beaker.session.id=1750438297110093146037;gid=yjWYf8Si4SWjyjWYf8SfSxdCDWU2Id0SWSdMITUki6jv0dq898D40M888JJ88KK8fdKS8jiy;loadts=1750444792784;sec_poison_id=2f592adb-ec34-48cd-a6ce-22b90bd67c3b;unread={%22ub%22:%226852a4100000000022030063%22%2C%22ue%22:%226854e0db00000000100251f6%22%2C%22uc%22:28};web_session=040069b6528dbc23c355980a603a4b3e03bb6a;webBuild=4.68.0;webId=1dbb23b746393db622165a22357897d5;websectiga=10f9a40ba454a07755a08f27ef8194c53637eba4551cf9751c009d9afb564467;x-user-id-creator.xiaohongshu.com=6726cef4000000001c019303;xsecappid=xhs-pc-web;acw_tc=0a00d41117504447915317110e41effee63c597aa77f2c9f0dc1b0a10248f8;';
+
+export const xhsRootClient: XhsClient = xhsServices.createRoot({
  cookie,
  signConfig: {
-    signUrl: 'http://light.xiongxiao.me:5006/sign',
-    // signUrl: 'http://localhost:5006/sign',
+    signUrl: 'http://localhost:5006/sign',
  },
 });
--- a/packages/xhs/src/index.ts
+++ b/packages/xhs/src/index.ts
@@ -1,5 +1,5 @@
 import { XhsClient } from './libs/xhs.ts';
-import { app, xhsServices } from './app.ts';
+import { app, xhsServices, xhsRootClient, XhsServices } from './app.ts';
 import './routes/index.ts';

-export { XhsClient, app, xhsServices };
+export { XhsClient, app, xhsServices, xhsRootClient, XhsServices };
--- a/packages/xhs/src/libs/parse.ts
+++ b/packages/xhs/src/libs/parse.ts
@@ -10,6 +10,9 @@ const parseComment = (comment: CommonentInfo) => {
    content: comment.content,
  };
 };
+/**
+ * 格式化评论信息
+ */
 export class Parse {
  static getComment(mention: Mention) {
    const typeList = ['comment/item', 'mention/comment', 'comment/comment'];
--- a/packages/xhs/src/libs/xhs.ts
+++ b/packages/xhs/src/libs/xhs.ts
@@ -38,6 +38,7 @@ export const getSign = async (signInfo: SignInfo, options?: SignOptions): Promis
    // signUrl = 'http://localhost:5005/sign';
    // const urlA1 = ''http://light.xiongxiao.me:5006/a1';
    // const urlA1 = 'http://localhost:5005/a1';
+    // console.log('sign', signUrl);
    const signs = await fetch(signUrl, {
      method: 'POST',
      headers: {
@@ -66,6 +67,9 @@ export class XhsClient extends XhsClientBase {
  constructor(opts: XhsOptions) {
    super(opts as any);
  }
+  setCookie(cookie: string) {
+    this.cookie = cookie;
+  }
  getApiInfo = getApiInfo;
  printResult(msg: string, data: any) {
    if (msg === 'response') {
@@ -212,6 +216,7 @@ export class XhsClient extends XhsClientBase {

    try {
      const response = await this.post(uri, data, { sign: this.sign.bind(this) });
+      console.log('getNoteById response', response, typeof response);
      // return response['items'][0]['node_card'];
      return response;
    } catch (error) {
--- a/packages/xhs/src/routes/index.ts
+++ b/packages/xhs/src/routes/index.ts
@@ -1 +1,2 @@
 import './mentions/index.ts'
+import './notes/index.ts'
--- a/packages/xhs/src/routes/mentions/mention.ts
+++ b/packages/xhs/src/routes/mentions/mention.ts
@@ -4,6 +4,14 @@ import { Mention } from '@kevisual/xhs/libs/xhs-type/mention.ts';
 const sleep = (ms: number) => {
  return new Promise((resolve) => setTimeout(resolve, ms));
 };
+export const splitContent = (content: string, maxLength: number = 270) => {
+  const parts: string[] = [];
+  for (let i = 0; i < content.length; i += maxLength) {
+    parts.push(content.slice(i, i + maxLength));
+  }
+  return parts;
+};
+
 app
  .route({
    path: 'mention',
@@ -18,6 +26,7 @@ app
    } else {
      ctx.body = {
        unread_count: 0,
+        likes: 0,
      };
    }
  })
@@ -75,17 +84,24 @@ app
  .define(async (ctx) => {
    const { note_id, comment_id, content } = ctx.query;
    const client = xhsServices.getClient();
+    // content 小红书最大 300个字内，超过则分割， 分比300小，比如270
+    const textArr: string[] = splitContent(content);
+    const resArr: any[] = [];
+    for (let text of textArr) {
      const res = await client.postComment({
        note_id: note_id,
        comment_id: comment_id,
-      content,
+        content: text,
      });
      if (res.code === 0) {
-      ctx.body = res.data;
+        resArr.push(res.data);
      } else {
        console.log('添加评论失败', res.code);
        ctx.throw(res.code, '添加评论失败');
      }
+      await sleep(2000);
+    }
+    ctx.body = resArr;
  })
  .addTo(app);
 app
@@ -109,22 +125,26 @@ app
      const handleMention: any[] = [];
      for (const mention of mentionList) {
        const mention_id = mention.id;
-        const note_id = mention.item_info.id;
+        const note_id = mention.item_info.id; // item_info 是笔记信息
+        const note_userid = mention.item_info.user_info?.userid || '';
+        const note_username = mention.item_info.user_info?.nickname || '';
        const xsec_token = mention.item_info.xsec_token;
        let comment: any = Parse.getComment(mention);
        // console.log('note_id', note_id, 'xsec_token', xsec_token, comment);
        handleMention.push({
          mention_id,
          note_id,
+          note_userid,
+          note_username,
          xsec_token,
          comment,
          mention,
        });
      }
-      console.log('获取提及列表成功', res.code, res.data?.message_list?.length);
+      console.log('获取提及列表成功', '[小红书code]', res.code, '提及数量', res.data?.message_list?.length);
      ctx.body = handleMention;
    } else {
-      console.log('获取提及列表失败', res.code);
+      console.log('获取提及列表失败', '[小红书code]', res.code);
      ctx.throw(res.code, '获取提及列表失败');
    }
  })
--- a/packages/xhs/src/routes/mentions/unread-task.ts
+++ b/packages/xhs/src/routes/mentions/unread-task.ts
@@ -14,13 +14,16 @@ app
      key: 'getUnread',
    });
    console.log('unredRes', unredRes.body, unredRes.code);
+
    if (unredRes.code === 200) {
      const unread_count = unredRes.body.unread_count;
+      const likes = unredRes.body.likes;
+      const unread = unread_count - likes;
      const mentionRes = await app.call({
        path: 'mention',
        key: 'getMention',
        payload: {
-          num: unread_count,
+          num: unread,
        },
      });
      if (mentionRes.code === 200) {
--- a/packages/xhs/src/routes/notes/create-note.ts
+++ b/packages/xhs/src/routes/notes/create-note.ts
@@ -0,0 +1,14 @@
+import { app, xhsServices } from '@kevisual/xhs/app.ts';
+
+app
+  .route({
+    path: 'note',
+    key: 'create',
+  })
+  .define(async (ctx) => {
+    const client = xhsServices.getClient();
+    // const res = await client.getNote({});
+    // if (res.code === 0) {
+    // }
+  })
+  .addTo(app);
--- a/packages/xhs/src/routes/notes/get-note.ts
+++ b/packages/xhs/src/routes/notes/get-note.ts
@@ -0,0 +1,18 @@
+import { app, xhsServices } from '@kevisual/xhs/app.ts';
+app
+  .route({
+    path: 'note',
+    key: 'getNote',
+    description: '获取笔记详情',
+  })
+  .define(async (ctx) => {
+    const { node_id, xsec_token } = ctx.query;
+    const client = xhsServices.getClient();
+    const res = await client.getNote(node_id, xsec_token);
+    if (res.code === 200) {
+      ctx.body = res.data || {};
+    } else {
+      ctx.throw(`获取笔记失败: ${node_id}`);
+    }
+  })
+  .addTo(app);
--- a/packages/xhs/src/routes/notes/index.ts
+++ b/packages/xhs/src/routes/notes/index.ts
@@ -0,0 +1,2 @@
+import './create-note.ts'
+import './get-note.ts'
--- a/packages/xhs/src/services/xhs-services.ts
+++ b/packages/xhs/src/services/xhs-services.ts
@@ -3,10 +3,12 @@ import { Sequelize } from 'sequelize';
 // import { createSequelize } from '@kevisual/xhs/services/xhs-db/db.ts';
 import path from 'node:path';
 import fs from 'node:fs';
-
+export { XhsClient };
 type XhsClientOptions = {
  key: string;
  cookie: string;
+  userid?: string;
+  username?: string;
  signConfig?: {
    signUrl: string;
  };
@@ -69,7 +71,7 @@ export class XhsServices {

  createRoot(options: Partial<XhsClientOptions>) {
    options.key = options.key || this.root;
-    return this.createClient(options as XhsClientOptions);
+    return this.createClient(options as XhsClientOptions) as XhsClient;
  }
  getKey(key?: string) {
    if (!key) key = this.root;
@@ -88,4 +90,60 @@ export class XhsServices {
    const xhsClient = this.map.get(this.getKey(key));
    return xhsClient;
  }
+  getXhsUserInfo(key?: string) {
+    const xhsClient = this.map.get(this.getKey(key));
+    return {
+      userid: xhsClient?.options?.userid || '',
+      username: xhsClient?.options?.username || '',
+    };
+  }
+  isOwner(user: { username: string; userid: string }, key?: string) {
+    const xhsUserInfo = this.getXhsUserInfo(key);
+    if (!xhsUserInfo.userid || !xhsUserInfo.username) {
+      return false;
+    }
+    return user.userid === xhsUserInfo.userid;
+  }
+  isReplayAi(data: any, key?: string) {
+    const mention = data?.mention || {};
+    const user_info = mention?.comment_info?.target_comment?.user_info || {};
+    if (user_info?.userid) {
+      const xhsUserInfo = this.getXhsUserInfo(key);
+      // 处理用户信息
+      return user_info.userid === xhsUserInfo.userid;
+    }
+    return false;
+  }
+  setCookie(cookie: string, key?: string) {
+    const xhsClient = this.map.get(this.getKey(key));
+    if (xhsClient) {
+      xhsClient.options.cookie = cookie;
+      xhsClient.client.setCookie(cookie);
+    }
+  }
+  /**
+   * 设置用户信息
+   * @param user
+   * @param key
+   */
+  setUserInfo(user: { userid: string; username: string }, key?: string) {
+    const xhsClient = this.map.get(this.getKey(key));
+    if (xhsClient) {
+      xhsClient.options.userid = user.userid;
+      xhsClient.options.username = user.username;
+    }
+  }
+
+  setSignConfig(signConfig: { signUrl: string }, key?: string) {
+    const xhsClient = this.map.get(this.getKey(key));
+    if (xhsClient) {
+      xhsClient.options.signConfig = signConfig;
+      xhsClient.client.signConfig = signConfig;
+    }
+    console.log('setSignConfig', xhsClient?.options?.signConfig);
+  }
+  getSignConfig(key?: string) {
+    const xhsClient = this.map.get(this.getKey(key));
+    return xhsClient?.options?.signConfig || {};
+  }
 }
--- a/packages/xhs/src/test/common.ts
+++ b/packages/xhs/src/test/common.ts
@@ -1,4 +1,7 @@
-import { xhsServices, app } from '../index.ts';
+import { xhsServices, app, xhsRootClient } from '../index.ts';
+import { useConfig } from '@kevisual/use-config/env';
+const config = useConfig();
 import { program } from 'commander';

+xhsRootClient.setCookie(config.XHS_ROOT_COOKIE || '');
 export { program, xhsServices, app };
--- a/packages/xhs/src/test/query/get-note.ts
+++ b/packages/xhs/src/test/query/get-note.ts
@@ -8,17 +8,27 @@ import util from 'node:util';
 // });
 const getNoteById = async () => {
  const client = xhsServices.getClient();
-  client.getNoteById('68136dab0000000007034c46', 'LByEmonX8WfJ9ebpAowVbOZX9Xh8T0Qkjil5KRFqDD6LM').then((res) => {
-    console.log(res);
-  });
+  // client.getNoteById('68136dab0000000007034c46', 'LByEmonX8WfJ9ebpAowVbOZX9Xh8T0Qkjil5KRFqDD6LM').then((res) => {
+  //   console.log(res);
+  // });
+
+  const res = await client.getNoteById('68136dab0000000007034c46', 'LB6fmNfsd0keAQNjh3zOejDC2TVQLGY3zlTZjeRazBZdI=');
+  // console.log(res);
 };
 const getNote = async () => {
+  // const id = '68136dab0000000007034c46';
+  // const x = 'LByEmonX8WfJ9ebpAowVbOZX9Xh8T0Qkjil5KRFqDD6LM=';
  const id = '68136dab0000000007034c46';
-  const x = 'LByEmonX8WfJ9ebpAowVbOZX9Xh8T0Qkjil5KRFqDD6LM=';
+  const x = 'LB6fmNfsd0keAQNjh3zOejDC2TVQLGY3zlTZjeRazBZdI=';
  const client = xhsServices.getClient();
-  client.getNote(id, x).then((res) => {
+  const res = await client.getNote(id, x).then((res) => {
    console.log(util.inspect(res, { depth: null }));
+    return res;
  });
+  console.log('type res', typeof res);
+  if (res.code === 0) {
+    console.log('desc', res.data.desc);
+  }
 };
 program
  .command('get-note')
--- a/packages/xhs/src/test/split-text.ts
+++ b/packages/xhs/src/test/split-text.ts
@@ -0,0 +1,8 @@
+import { splitContent } from '../routes/mentions/mention.ts';
+
+const content = `这是一个测试内容，长度超过300个字符。34`.repeat(43); // 模拟一个超过300个字符的内容
+const maxLength = 270; // 设置分割长度为270个字符
+const parts = splitContent(content, maxLength);
+console.log('分割后的内容:', parts);
+// 输出分割后的内容
+console.log('分割后的内容长度:', parts.map(part => part.length));
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -8,15 +8,21 @@ importers:

  .:
    dependencies:
+      '@kevisual/ai':
+        specifier: ^0.0.8
+        version: 0.0.8
      '@kevisual/code-center-module':
-        specifier: 0.0.18
-        version: 0.0.18(@kevisual/auth@1.0.5)(@kevisual/router@0.0.13)(@kevisual/use-config@1.0.14(dotenv@16.5.0))(ioredis@5.6.1)(pg@8.15.6)(sequelize@6.37.7(pg@8.15.6))
+        specifier: 0.0.23
+        version: 0.0.23(dotenv@16.5.0)
+      '@kevisual/context':
+        specifier: ^0.0.3
+        version: 0.0.3
      '@kevisual/router':
-        specifier: 0.0.13
-        version: 0.0.13
+        specifier: 0.0.23
+        version: 0.0.23
      '@kevisual/use-config':
-        specifier: ^1.0.12
-        version: 1.0.14(dotenv@16.5.0)
+        specifier: ^1.0.19
+        version: 1.0.19(dotenv@16.5.0)
      cookie:
        specifier: ^1.0.2
        version: 1.0.2
@@ -33,24 +39,24 @@ importers:
        specifier: ^5.1.5
        version: 5.1.5
    devDependencies:
-      '@kevisual/ai-center':
-        specifier: ^0.0.3
-        version: 0.0.3
      '@kevisual/app-assistant':
        specifier: workspace:*
        version: link:packages/app-assistant
+      '@kevisual/logger':
+        specifier: ^0.0.4
+        version: 0.0.4
      '@kevisual/social-prompts':
        specifier: workspace:*
        version: link:packages/social-prompts
      '@kevisual/types':
-        specifier: ^0.0.9
-        version: 0.0.9
+        specifier: ^0.0.10
+        version: 0.0.10
      '@kevisual/xhs':
        specifier: workspace:*
        version: link:packages/xhs
      '@types/bun':
-        specifier: ^1.2.11
-        version: 1.2.11
+        specifier: ^1.2.16
+        version: 1.2.16
      '@types/crypto-js':
        specifier: ^4.2.2
        version: 4.2.2
@@ -61,14 +67,14 @@ importers:
        specifier: ^4.17.12
        version: 4.17.12
      '@types/node':
-        specifier: ^22.15.3
-        version: 22.15.3
+        specifier: ^24.0.3
+        version: 24.0.3
      bullmq:
-        specifier: ^5.51.1
-        version: 5.51.1
+        specifier: ^5.55.0
+        version: 5.55.0
      commander:
-        specifier: ^13.1.0
-        version: 13.1.0
+        specifier: ^14.0.0
+        version: 14.0.0
      concurrently:
        specifier: ^9.1.2
        version: 9.1.2
@@ -87,15 +93,18 @@ importers:
      nodemon:
        specifier: ^3.1.10
        version: 3.1.10
+      openai:
+        specifier: ^5.6.0
+        version: 5.6.0(ws@8.18.1)(zod@3.25.67)
      pg:
-        specifier: ^8.15.6
-        version: 8.15.6
+        specifier: ^8.16.2
+        version: 8.16.2
      rimraf:
        specifier: ^6.0.1
        version: 6.0.1
      sequelize:
        specifier: ^6.37.7
-        version: 6.37.7(pg@8.15.6)(sqlite3@5.1.7)
+        version: 6.37.7(pg@8.16.2)(sqlite3@5.1.7)
      tape:
        specifier: ^5.9.0
        version: 5.9.0
@@ -128,7 +137,7 @@ importers:
        version: 5.1.5
      sequelize:
        specifier: ^6.37.7
-        version: 6.37.7(pg@8.15.6)(sqlite3@5.1.7)
+        version: 6.37.7(pg@8.16.2)(sqlite3@5.1.7)
      sqlite3:
        specifier: ^5.1.7
        version: 5.1.7
@@ -137,8 +146,8 @@ importers:
        specifier: ^1.0.14
        version: 1.0.14(dotenv@16.5.0)
      '@kevisual/xhs-core':
-        specifier: workspace:*
-        version: link:../xhs-core
+        specifier: 0.0.3
+        version: 0.0.3
      '@types/node':
        specifier: ^22.15.3
        version: 22.15.3
@@ -212,21 +221,17 @@ packages:
  '@jridgewell/sourcemap-codec@1.5.0':
    resolution: {integrity: sha512-gv3ZRaISU3fjPAgNsriBRqGWQL6quFx04YMPW/zD8XMLsU32mhCCbfbO6KZFLjvYpCZ8zyDEgqsgf+PwPaM7GQ==}

-  '@kevisual/ai-center@0.0.3':
-    resolution: {integrity: sha512-GYY8PyOxh8G9VYkm5rBCmOabrdIdN5b5kyx15OaX0fZEi1rG5bzDTL4BTqx5KhurG01HHbXiq32BbCv4ZaSMVA==}
+  '@kevisual/ai@0.0.8':
+    resolution: {integrity: sha512-MvK4U1iWf8hz7lj/+YBQV3qWRRDy42VH8fInKFVxjpEGPGaxfXOMP73C85T4Cf82OGU/fxOayiR0xLi2SyBTLw==}

  '@kevisual/auth@1.0.5':
    resolution: {integrity: sha512-GwsLj7unKXi7lmMiIIgdig4LwwLiDJnOy15HHZR5gMbyK6s5/uJiMY5RXPB2+onGzTNDqFo/hXjsD2wkerHPVg==}

-  '@kevisual/code-center-module@0.0.18':
-    resolution: {integrity: sha512-BfANmxLEO1AwVmqpa6VDgxk//YN8asf1r5jIPpyKDQm12kyyrYgHND9AgGCDRH8lvq6rYVe0svCZXD5b06UPWQ==}
-    peerDependencies:
-      '@kevisual/auth': ^1.0.5
-      '@kevisual/router': ^0.0.7
-      '@kevisual/use-config': ^1.0.8
-      ioredis: ^5.5.0
-      pg: ^8.13.3
-      sequelize: ^6.37.5
+  '@kevisual/code-center-module@0.0.23':
+    resolution: {integrity: sha512-qusUc+BdheJAKFSCOfRJATxKOgE7uqhwMtB8fEI+N9NdbGAX7mshn3Pcq082RFFYrWLMNICsWq/6WczEFamgYw==}
+
+  '@kevisual/context@0.0.3':
+    resolution: {integrity: sha512-cYpqVmoHVjv3NrGMU1e6iyiPDKRtNnK2wOWgbBU5d+8IHuC8VYHTg2GY5bnD/272GK7EYdr9x/c3QgsCIqR2BQ==}

  '@kevisual/db@0.0.1':
    resolution: {integrity: sha512-FgDS5FzcU5Um2UV6EYQN4+D4R24M6/A7DANMPpvTpRioS94apKsnthZQWNL65e6gPc4ca3ys8zygrF6rd3ZA7Q==}
@@ -238,17 +243,31 @@ packages:
  '@kevisual/load@0.0.6':
    resolution: {integrity: sha512-+3YTFehRcZ1haGel5DKYMUwmi5i6f2psyaPZlfkKU/cOXgkpwoG9/BEqPCnPjicKqqnksEpixVRkyHJ+5bjLVA==}

-  '@kevisual/router@0.0.13':
-    resolution: {integrity: sha512-raji8aKXr0jigmJVOKBXb5gpstiAuyoIDy9m6SyPf4lRjCU3pspVI1bpscOUCBlaPICo6TLzPQxXhyTvvvtdWw==}
+  '@kevisual/logger@0.0.4':
+    resolution: {integrity: sha512-+fpr92eokSxoGOW1SIRl/27lPuO+zyY+feR5o2Q4YCNlAdt2x64NwC/w8r/3NEC5QenLgd4K0azyKTI2mHbARw==}

-  '@kevisual/types@0.0.9':
-    resolution: {integrity: sha512-SDJ7GMbOx7Ghz2kreHqym56ccAJS3t93y+NS0+afTLxcq2+cKcoEy2F8WXEv0mnJ6EsDp5AbA7Jv5TZA1Jbc3A==}
+  '@kevisual/router@0.0.22':
+    resolution: {integrity: sha512-Cqv2vV+hPBHrMMfvWlfDIuNrQcmd260oQZ4S5QR/R4tV35XtMKiseqhnC9uR09oVBJUh+d5rW3YucDDddheeDQ==}
+
+  '@kevisual/router@0.0.23':
+    resolution: {integrity: sha512-W6ehlhAzNe58vq4QeQt2XFoO84Qaw34A0PVOByJsJ2ICj4YKBTclAt+rOAoISCvUeSbeNOIuhUE3sLyPfplzUw==}
+
+  '@kevisual/types@0.0.10':
+    resolution: {integrity: sha512-Q73uzzjk9UidumnmCvOpgzqDDvQxsblz22bIFuoiioUFJWwaparx8bpd8ArRyFojicYL1YJoFDzDZ9j9NN8grA==}

  '@kevisual/use-config@1.0.14':
    resolution: {integrity: sha512-U4fmPFJre+Ph+hdg+EKVaRGxdpD4T4ZoOz5QLEyC6o3ekg8NC4n1i7Myo1ektqATyoG9Y0q/bJdOhiJwnLEt4g==}
    peerDependencies:
      dotenv: ^16.4.7

+  '@kevisual/use-config@1.0.19':
+    resolution: {integrity: sha512-Q1IH4eMqUe5w6Bq8etoqOSls9FPIy0xwwD3wHf26EsQLZadhccI9qkDuFzP/rFWDa57mwFPEfwbGE5UlqWOCkw==}
+    peerDependencies:
+      dotenv: ^16.4.7
+
+  '@kevisual/xhs-core@0.0.3':
+    resolution: {integrity: sha512-i1prOqtRSqsj4Nkcgw9GNNJXXLMeNnA2oAYX6Xrx/uskwTLoJfSwN41Z9k1XFyZfJ4oOu4ByFKeQLxVi4UkrqA==}
+
  '@ljharb/resumer@0.1.3':
    resolution: {integrity: sha512-d+tsDgfkj9X5QTriqM4lKesCkMMJC3IrbPKHvayP00ELx2axdXvDfWkqjxrLXIzGcQzmj7VAUT1wopqARTvafw==}
    engines: {node: '>= 0.4'}
@@ -409,8 +428,8 @@ packages:
    resolution: {integrity: sha512-RbzJvlNzmRq5c3O09UipeuXno4tA1FE6ikOjxZK0tuxVv3412l64l5t1W5pj4+rJq9vpkm/kwiR07aZXnsKPxw==}
    engines: {node: '>= 6'}

-  '@types/bun@1.2.11':
-    resolution: {integrity: sha512-ZLbbI91EmmGwlWTRWuV6J19IUiUC5YQ3TCEuSHI3usIP75kuoA8/0PVF+LTrbEnVc8JIhpElWOxv1ocI1fJBbw==}
+  '@types/bun@1.2.16':
+    resolution: {integrity: sha512-1aCZJ/6nSiViw339RsaNhkNoEloLaPzZhxMOYEa7OzRzO41IGg5n/7I43/ZIAW/c+Q6cT12Vf7fOZOoVIzb5BQ==}

  '@types/cors@2.8.17':
    resolution: {integrity: sha512-8CGDvrBj1zgo2qE+oS3pOCyYNqCPryMWY2bGfwA0dcfopWGgxs+78df0Rs3rc9THP4JkOhLsAa+15VdpAqkcUA==}
@@ -442,6 +461,9 @@ packages:
  '@types/node@22.15.3':
    resolution: {integrity: sha512-lX7HFZeHf4QG/J7tBZqrCAXwz9J5RD56Y6MpP0eJkka8p+K0RY/yBTW7CYFJ4VGCclxqOLKmiGP5juQc6MKgcw==}

+  '@types/node@24.0.3':
+    resolution: {integrity: sha512-R4I/kzCYAdRLzfiCabn9hxWfbuHS573x+r0dJMkkzThEa7pbrcDWK+9zu3e7aBOouf+rQAciqPFMnxwr0aWgKg==}
+
  '@types/validator@13.12.2':
    resolution: {integrity: sha512-6SlHBzUW8Jhf3liqrGGXyTJSIFe4nqlJ5A5KaMZ2l/vbM3Wh3KSybots/wfWVzNLK4D1NZluDlSQIbIEPx6oyA==}

@@ -561,8 +583,11 @@ packages:
  bullmq@5.51.1:
    resolution: {integrity: sha512-JEZokH5Sb6p66HRjbfQjPNYuSilDRcB8UREmJzOBqTTaJFza8I92vsBF3J/zmtzd7KVv3dxhZyH9CYSLOJALRA==}

-  bun-types@1.2.11:
-    resolution: {integrity: sha512-dbkp5Lo8HDrXkLrONm6bk+yiiYQSntvFUzQp0v3pzTAsXk6FtgVMjdQ+lzFNVAmQFUkPQZ3WMZqH5tTo+Dp/IA==}
+  bullmq@5.55.0:
+    resolution: {integrity: sha512-LKaQZroyXBYSQd/SNP9EcmCZgiZjIImtQHBlnupUvhX1GmmJfIXjn0bf8lek3bvajMUbvVf8FrYdFD0ajAuy0g==}
+
+  bun-types@1.2.16:
+    resolution: {integrity: sha512-ciXLrHV4PXax9vHvUrkvun9VPVGOVwbbbBF/Ev1cXz12lyEZMoJpIJABOfPcN9gDJRaiKF9MVbSygLg4NXu3/A==}

  cacache@15.3.0:
    resolution: {integrity: sha512-VVdYzXEn+cnbXpFgWs5hTT7OScegHVmLhJIR8Ufqk3iFD6A6j5iSX1KuBTfNEv4tdJWE2PzA6IVFtcLC7fN9wQ==}
@@ -622,9 +647,9 @@ packages:
    resolution: {integrity: sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==}
    engines: {node: '>= 0.8'}

-  commander@13.1.0:
-    resolution: {integrity: sha512-/rFeCpNJQbhSZjGVwO9RFV3xPqbnERS8MmIQzCtD/zl6gpJuV/bMLuN92oG3F7d8oDEHHRrujSXNUr8fpjntKw==}
-    engines: {node: '>=18'}
+  commander@14.0.0:
+    resolution: {integrity: sha512-2uM9rYjPvyq39NwLRqaiLtWHyDC1FvryJDa2ATTVims5YAS4PupsEQsDvP14FqhFr0P49CYDugi59xaxJlTXRA==}
+    engines: {node: '>=20'}

  concat-map@0.0.1:
    resolution: {integrity: sha512-/Srv4dswyQNBfohGpz9o6Yb3Gz3SrUDqBH5rTuhGR7ahtlbYKnVxw2bCFMRljaA7EXHaXZ8wsHdodFvbkhKmqg==}
@@ -743,6 +768,10 @@ packages:
    resolution: {integrity: sha512-HVQE3AAb/pxF8fQAoiqpvg9i3evqug3hoiwakOyZAwJm+6vZehbkYXZ0l4JxS+I3QxM97v5aaRNhj8v5oBhekw==}
    engines: {node: '>=0.10'}

+  depd@2.0.0:
+    resolution: {integrity: sha512-g7nH6P6dyDioJogAAGprGpCtVImJhpPk/roCzdb3fIh61/s/nPsfR6onyMwkCAR/OlC3yBC0lESvUoQEAssIrw==}
+    engines: {node: '>= 0.8'}
+
  detect-libc@2.0.4:
    resolution: {integrity: sha512-3UDv+G9CsCKO1WKMGw9fwq/SWJYbI0c5Y7LU1AXYoDdbhE2AHQ6N6Nb34sG8Fj7T5APy8qXDCKuuIHd1BR0tVA==}
    engines: {node: '>=8'}
@@ -768,12 +797,19 @@ packages:
  eastasianwidth@0.2.0:
    resolution: {integrity: sha512-I88TYZWc9XiYHRQ4/3c5rjjfgkjhLyW2luGIheGERbNQ6OY7yTybanSpDXZa8y7VUP9YmDcYa+eyq4ca7iLqWA==}

+  ee-first@1.1.1:
+    resolution: {integrity: sha512-WMwm9LhRUo+WUaRN+vRuETqG89IgZphVSNkdFgeb6sS/E4OrDIN7t48CAewSHXc6C8lefD8KKfr5vY61brQlow==}
+
  emoji-regex@8.0.0:
    resolution: {integrity: sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==}

  emoji-regex@9.2.2:
    resolution: {integrity: sha512-L18DaJsXSUk2+42pv8mLs5jJT2hqFkFE4j21wOmgbUqsZ2hL72NsUU785g9RXgo3s0ZNgVl42TiHp3ZtOv/Vyg==}

+  encodeurl@2.0.0:
+    resolution: {integrity: sha512-Q0n9HRi4m6JuGIV1eFlmvJB7ZEVxu93IrMyiMsGC0lrMJMWzRgx6WGquyfQgZVb31vhGgXnfmPNNXmxnOkRBrg==}
+    engines: {node: '>= 0.8'}
+
  encoding@0.1.13:
    resolution: {integrity: sha512-ETBauow1T35Y/WZMkio9jiM0Z5xjHHmJ4XmjZOq1l/dXz3lr2sRn87nJy20RupqSh1F2m3HHPSp8ShIPQJrJ3A==}

@@ -830,6 +866,13 @@ packages:
    resolution: {integrity: sha512-WUj2qlxaQtO4g6Pq5c29GTcWGDyd8itL8zTlipgECz3JesAiiOKotd8JU6otB3PACgG6xkJUyVhboMS+bje/jA==}
    engines: {node: '>=6'}

+  escape-html@1.0.3:
+    resolution: {integrity: sha512-NiSupZ4OeuGwr68lGIeym/ksIZMJodUGOSCZ/FSnTxcrekbvqrgdUxlJOMpijaKZVjAJrWrGs/6Jy8OMuyj9ow==}
+
+  etag@1.8.1:
+    resolution: {integrity: sha512-aIL5Fx7mawVa300al2BnEE4iNvo1qETxLrPI/o05L7z6go7fCw1J6EQmbK4FmJ2AS7kgVF/KEZWufBfdClMcPg==}
+    engines: {node: '>= 0.6'}
+
  eventemitter3@5.0.1:
    resolution: {integrity: sha512-GWkBvjiSZK87ELrYOSESUYeVIc9mvLLf/nXalMOS5dYrgZq9o5OVkbZAVM06CVxYsCwH9BDZFPlQTlPA1j4ahA==}

@@ -869,6 +912,10 @@ packages:
    resolution: {integrity: sha512-YikH+7CUTOtP44ZTnUhR7Ic2UASBPOqmaRkRKxRbywPTe5VxF7RRCck4af9wutiZ/QKM5nME9Bie2fFaPz5Gug==}
    engines: {node: '>=14.0.0'}

+  fresh@2.0.0:
+    resolution: {integrity: sha512-Rx/WycZ60HOaqLKAi6cHRKKI7zxWbJ31MhntmtwMoaTeF7XFH9hhBp8vITaMidfljRQ6eYWCKkaTK+ykVJHP2A==}
+    engines: {node: '>= 0.8'}
+
  fs-constants@1.0.0:
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@@ -991,6 +1038,10 @@ packages:
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    resolution: {integrity: sha512-er295DKPVsV82j5kw1Gjt+ADA/XYHsajl82cGNQG2eyoPkvgUhX+nDIyelzhIWbbsXP39EHcI6l5tYs2FYqYXQ==}

+  http-errors@2.0.0:
+    resolution: {integrity: sha512-FtwrG/euBzaEjYeRqOgly7G0qviiXoJWnvEH2Z1plBdXgbyjv34pHTSb9zoeHMyDy33+DWy5Wt9Wo+TURtOYSQ==}
+    engines: {node: '>= 0.8'}
+
  http-proxy-agent@4.0.1:
    resolution: {integrity: sha512-k0zdNgqWTGA6aeIRVpvfVob4fL52dTfaehylg0Y4UvSySvOq/Y+BOyPrgpUrA7HylqvU8vIZGsRuXmspskV0Tg==}
    engines: {node: '>= 6'}
@@ -1242,10 +1293,18 @@ packages:
    resolution: {integrity: sha512-sPU4uV7dYlvtWJxwwxHD0PuihVNiE7TyAbQ5SWxDCB9mUYvOgroQOwYQQOKPJ8CIbE+1ETVlOoK1UC2nU3gYvg==}
    engines: {node: '>= 0.6'}

+  mime-db@1.54.0:
+    resolution: {integrity: sha512-aU5EJuIN2WDemCcAp2vFBfp/m4EAhWJnUNSSw0ixs7/kXbd6Pg64EmwJkNdFhB8aWt1sH2CTXrLxo/iAGV3oPQ==}
+    engines: {node: '>= 0.6'}
+
  mime-types@2.1.35:
    resolution: {integrity: sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw==}
    engines: {node: '>= 0.6'}

+  mime-types@3.0.1:
+    resolution: {integrity: sha512-xRc4oEhT6eaBpU1XF7AjpOFD+xQmXNB5OVKwp4tqCuBpHLS/ZbBDrc07mYTDqVMg6PfxUjjNp85O6Cd2Z/5HWA==}
+    engines: {node: '>= 0.6'}
+
  mimic-response@3.1.0:
    resolution: {integrity: sha512-z0yWI+4FDrrweS8Zmt4Ej5HdJmky15+L2e6Wgn3+iK5fWzb6T3fhNFq2+MeTRb064c6Wr4N/wv0DzQTjNzHNGQ==}
    engines: {node: '>=10'}
@@ -1401,9 +1460,25 @@ packages:
    resolution: {integrity: sha512-nK28WOo+QIjBkDduTINE4JkF/UJJKyf2EJxvJKfblDpyg0Q+pkOHNTL0Qwy6NP6FhE/EnzV73BxxqcJaXY9anw==}
    engines: {node: '>= 0.4'}

+  on-finished@2.4.1:
+    resolution: {integrity: sha512-oVlzkg3ENAhCk2zdv7IJwd/QUD4z2RxRwpkcGY8psCVcCYZNq4wYnVWALHM+brtuJjePWiYF/ClmuDr8Ch5+kg==}
+    engines: {node: '>= 0.8'}
+
  once@1.4.0:
    resolution: {integrity: sha512-lNaJgI+2Q5URQBkccEKHTQOPaXdUxnZZElQTZY0MFUAuaEqe1E+Nyvgdz/aIyNi6Z9MzO5dv1H8n58/GELp3+w==}

+  openai@5.6.0:
+    resolution: {integrity: sha512-jNH5z+hYAdOMZXyEt0yZ7246s+UZjg2AwFQqkAhZIPPjxNtHHO5mykOefau6FkOqj16aC94MOdJl/rZBcKj/cQ==}
+    hasBin: true
+    peerDependencies:
+      ws: ^8.18.0
+      zod: ^3.23.8
+    peerDependenciesMeta:
+      ws:
+        optional: true
+      zod:
+        optional: true
+
  own-keys@1.0.1:
    resolution: {integrity: sha512-qFOyK5PjiWZd+QQIh+1jhdb9LpxTF0qs7Pm8o5QHYZ0M3vKqSqzsZaEB6oWlxZ+q2sJBMI/Ktgd2N5ZwQoRHfg==}
    engines: {node: '>= 0.4'}
@@ -1437,31 +1512,34 @@ packages:
    resolution: {integrity: sha512-TdrF7fW9Rphjq4RjrW0Kp2AW0Ahwu9sRGTkS6bvDi0SCwZlEZYmcfDbEsTz8RVk0EHIS/Vd1bv3JhG+1xZuAyQ==}
    engines: {node: '>=16'}

-  pg-cloudflare@1.2.5:
-    resolution: {integrity: sha512-OOX22Vt0vOSRrdoUPKJ8Wi2OpE/o/h9T8X1s4qSkCedbNah9ei2W2765be8iMVxQUsvgT7zIAT2eIa9fs5+vtg==}
+  pg-cloudflare@1.2.6:
+    resolution: {integrity: sha512-uxmJAnmIgmYgnSFzgOf2cqGQBzwnRYcrEgXuFjJNEkpedEIPBSEzxY7ph4uA9k1mI+l/GR0HjPNS6FKNZe8SBQ==}

  pg-connection-string@2.8.5:
    resolution: {integrity: sha512-Ni8FuZ8yAF+sWZzojvtLE2b03cqjO5jNULcHFfM9ZZ0/JXrgom5pBREbtnAw7oxsxJqHw9Nz/XWORUEL3/IFow==}

+  pg-connection-string@2.9.1:
+    resolution: {integrity: sha512-nkc6NpDcvPVpZXxrreI/FOtX3XemeLl8E0qFr6F2Lrm/I8WOnaWNhIPK2Z7OHpw7gh5XJThi6j6ppgNoaT1w4w==}
+
  pg-int8@1.0.1:
    resolution: {integrity: sha512-WCtabS6t3c8SkpDBUlb1kjOs7l66xsGdKpIPZsg4wR+B3+u9UAum2odSsF9tnvxg80h4ZxLWMy4pRjOsFIqQpw==}
    engines: {node: '>=4.0.0'}

-  pg-pool@3.9.6:
-    resolution: {integrity: sha512-rFen0G7adh1YmgvrmE5IPIqbb+IgEzENUm+tzm6MLLDSlPRoZVhzU1WdML9PV2W5GOdRA9qBKURlbt1OsXOsPw==}
+  pg-pool@3.10.1:
+    resolution: {integrity: sha512-Tu8jMlcX+9d8+QVzKIvM/uJtp07PKr82IUOYEphaWcoBhIYkoHpLXN3qO59nAI11ripznDsEzEv8nUxBVWajGg==}
    peerDependencies:
      pg: '>=8.0'

-  pg-protocol@1.9.5:
-    resolution: {integrity: sha512-DYTWtWpfd5FOro3UnAfwvhD8jh59r2ig8bPtc9H8Ds7MscE/9NYruUQWFAOuraRl29jwcT2kyMFQ3MxeaVjUhg==}
+  pg-protocol@1.10.2:
+    resolution: {integrity: sha512-Ci7jy8PbaWxfsck2dwZdERcDG2A0MG8JoQILs+uZNjABFuBuItAZCWUNz8sXRDMoui24rJw7WlXqgpMdBSN/vQ==}

  pg-types@2.2.0:
    resolution: {integrity: sha512-qTAAlrEsl8s4OiEQY69wDvcMIdQN6wdz5ojQiOy6YRMuynxenON0O5oCpJI6lshc6scgAY8qvJ2On/p+CXY0GA==}
    engines: {node: '>=4'}

-  pg@8.15.6:
-    resolution: {integrity: sha512-yvao7YI3GdmmrslNVsZgx9PfntfWrnXwtR+K/DjI0I/sTKif4Z623um+sjVZ1hk5670B+ODjvHDAckKdjmPTsg==}
-    engines: {node: '>= 8.0.0'}
+  pg@8.16.2:
+    resolution: {integrity: sha512-OtLWF0mKLmpxelOt9BqVq83QV6bTfsS0XLegIeAKqKjurRnRKie1Dc1iL89MugmSLhftxw6NNCyZhm1yQFLMEQ==}
+    engines: {node: '>= 16.0.0'}
    peerDependencies:
      pg-native: '>=3.0.1'
    peerDependenciesMeta:
@@ -1528,6 +1606,10 @@ packages:
    resolution: {integrity: sha512-vYt7UD1U9Wg6138shLtLOvdAu+8DsC/ilFtEVHcH+wydcSpNE20AfSOduf6MkRFahL5FY7X1oU7nKVZFtfq8Fg==}
    engines: {node: '>=6'}

+  range-parser@1.2.1:
+    resolution: {integrity: sha512-Hrgsx+orqoygnmhFbKaHE6c296J+HTAQXoxEF6gNupROmmGJRoyzfG3ccAveqCBrwr/2yxQ5BVd/GTl5agOwSg==}
+    engines: {node: '>= 0.6'}
+
  rc@1.2.8:
    resolution: {integrity: sha512-y3bGgqKj3QBdxLbLkomlohkvsA8gdAiUQlSBJnBhfn+BPxg4bc62d8TcBW15wavDfgexCgccckhcZvywyQYPOw==}
    hasBin: true
@@ -1630,6 +1712,10 @@ packages:
    engines: {node: '>=10'}
    hasBin: true

+  send@1.2.0:
+    resolution: {integrity: sha512-uaW0WwXKpL9blXE2o0bRhoL2EGXIrZxQ2ZQ4mgcfoBxdFmQold+qWsD2jLrfZ0trjKL6vOw0j//eAwcALFjKSw==}
+    engines: {node: '>= 18'}
+
  sequelize-pool@7.1.0:
    resolution: {integrity: sha512-G9c0qlIWQSK29pR/5U2JF5dDQeqqHRragoyahj/Nx4KOOQ3CPPfzxnfqFPCSB7x5UgjOgnZ61nSxz+fjDpRlJg==}
    engines: {node: '>= 10.0.0'}
@@ -1682,6 +1768,9 @@ packages:
    resolution: {integrity: sha512-RJRdvCo6IAnPdsvP/7m6bsQqNnn1FCBX5ZNtFL98MmFF/4xAIJTIg1YbHW5DC2W5SKZanrC6i4HsJqlajw/dZw==}
    engines: {node: '>= 0.4'}

+  setprototypeof@1.2.0:
+    resolution: {integrity: sha512-E5LDX7Wrp85Kil5bhZv46j8jOeboKq5JMmYM3gVGdGH8xFpPWXUMsNrlODCrkoxMEeNi/XZIwuRvY4XNwYMJpw==}
+
  shebang-command@2.0.0:
    resolution: {integrity: sha512-kHxr2zZpYtdmrN1qDjrrX/Z1rR1kG8Dx+gkpK1G4eXmvXswmcE1hTWBWYUzlraYw1/yZp6YuDY77YtvbN0dmDA==}
    engines: {node: '>=8'}
@@ -1767,6 +1856,14 @@ packages:
  standard-as-callback@2.1.0:
    resolution: {integrity: sha512-qoRRSyROncaz1z0mvYqIE4lCd9p2R90i6GxW3uZv5ucSu8tU7B5HXUP1gG8pVZsYNVaXjk8ClXHPttLyxAL48A==}

+  statuses@2.0.1:
+    resolution: {integrity: sha512-RwNA9Z/7PrK06rYLIzFMlaF+l73iwpzsqRIFgbMLbTcLD6cOao82TaWefPXQvB2fOC4AjuYSEndS7N/mTCbkdQ==}
+    engines: {node: '>= 0.8'}
+
+  statuses@2.0.2:
+    resolution: {integrity: sha512-DvEy55V3DB7uknRo+4iOGT5fP1slR8wQohVdknigZPMpMstaKJQWhwiYBACJE3Ul2pTnATihhBYnRhZQHGBiRw==}
+    engines: {node: '>= 0.8'}
+
  stop-iteration-iterator@1.1.0:
    resolution: {integrity: sha512-eLoXW/DHyl62zxY4SCaIgnRhuMr6ri4juEYARS8E6sCEqzKpOiE521Ucofdx+KnDZl5xmvGYaaKCk5FEOxJCoQ==}
    engines: {node: '>= 0.4'}
@@ -1851,6 +1948,10 @@ packages:
    resolution: {integrity: sha512-65P7iz6X5yEr1cwcgvQxbbIw7Uk3gOy5dIdtZ4rDveLqhrdJP+Li/Hx6tyK0NEb+2GCyneCMJiGqrADCSNk8sQ==}
    engines: {node: '>=8.0'}

+  toidentifier@1.0.1:
+    resolution: {integrity: sha512-o5sSPKEkg/DIQNmH43V0/uerLrpzVedkUh8tGNvaeXpfpuwjKenlSox/2O/BTlZUtEe+JG7s5YhEz608PlAHRA==}
+    engines: {node: '>=0.6'}
+
  toposort-class@1.0.1:
    resolution: {integrity: sha512-OsLcGGbYF3rMjPUf8oKktyvCiUxSbqMMS39m33MAjLTC1DVIH6x3WSt63/M77ihI09+Sdfk1AXvfhCEeUmC7mg==}

@@ -1907,6 +2008,9 @@ packages:
  undici-types@6.21.0:
    resolution: {integrity: sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ==}

+  undici-types@7.8.0:
+    resolution: {integrity: sha512-9UJ2xGDvQ43tYyVMpuHlsgApydB8ZKfVYTsLDhXkFL/6gfkp+U8xTGdh8pMJv1SpZna0zxG1DwsKZsreLbXBxw==}
+
  unique-filename@1.1.1:
    resolution: {integrity: sha512-Vmp0jIp2ln35UTXuryvjzkjGdRyf9b2lTXuSYUiPmzRcl3FDtYqAwOnTJkAngD9SWhnoJzDbTKwaOrZ+STtxNQ==}

@@ -2040,8 +2144,8 @@ packages:
    resolution: {integrity: sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w==}
    engines: {node: '>=12'}

-  zod@3.24.2:
-    resolution: {integrity: sha512-lY7CDW43ECgW9u1TcT3IoXHflywfVqDYze4waEz812jR/bZ8FHDsl7pFQoSZTz5N+2NqRXs8GBwnAwo3ZNxqhQ==}
+  zod@3.25.67:
+    resolution: {integrity: sha512-idA2YXwpCdqUSKRCACDE6ItZD9TZzy3OZMtpfLoh6oPR47lipysRrJfjzMqFxQ3uJuUPyUeWe1r9vLH33xO/Qw==}

 snapshots:

@@ -2099,26 +2203,41 @@ snapshots:

  '@jridgewell/sourcemap-codec@1.5.0': {}

-  '@kevisual/ai-center@0.0.3': {}
+  '@kevisual/ai@0.0.8':
+    dependencies:
+      '@kevisual/logger': 0.0.4

  '@kevisual/auth@1.0.5': {}

-  '@kevisual/code-center-module@0.0.18(@kevisual/auth@1.0.5)(@kevisual/router@0.0.13)(@kevisual/use-config@1.0.14(dotenv@16.5.0))(ioredis@5.6.1)(pg@8.15.6)(sequelize@6.37.7(pg@8.15.6))':
+  '@kevisual/code-center-module@0.0.23(dotenv@16.5.0)':
    dependencies:
      '@kevisual/auth': 1.0.5
-      '@kevisual/router': 0.0.13
-      '@kevisual/use-config': 1.0.14(dotenv@16.5.0)
+      '@kevisual/context': 0.0.3
+      '@kevisual/router': 0.0.22
+      '@kevisual/use-config': 1.0.19(dotenv@16.5.0)
      ioredis: 5.6.1
      nanoid: 5.1.5
-      pg: 8.15.6
-      sequelize: 6.37.7(pg@8.15.6)(sqlite3@5.1.7)
+      pg: 8.16.2
+      sequelize: 6.37.7(pg@8.16.2)(sqlite3@5.1.7)
      socket.io: 4.8.1
-      zod: 3.24.2
+      zod: 3.25.67
    transitivePeerDependencies:
      - bufferutil
+      - dotenv
+      - ibm_db
+      - mariadb
+      - mysql2
+      - oracledb
+      - pg-hstore
+      - pg-native
+      - snowflake-sdk
+      - sqlite3
      - supports-color
+      - tedious
      - utf-8-validate

+  '@kevisual/context@0.0.3': {}
+
  '@kevisual/db@0.0.1': {}

  '@kevisual/dts@0.0.2(typescript@5.8.3)':
@@ -2132,18 +2251,35 @@ snapshots:
    dependencies:
      eventemitter3: 5.0.1

-  '@kevisual/router@0.0.13':
+  '@kevisual/logger@0.0.4': {}
+
+  '@kevisual/router@0.0.22':
    dependencies:
      path-to-regexp: 8.2.0
      selfsigned: 2.4.1

-  '@kevisual/types@0.0.9': {}
+  '@kevisual/router@0.0.23':
+    dependencies:
+      path-to-regexp: 8.2.0
+      selfsigned: 2.4.1
+      send: 1.2.0
+    transitivePeerDependencies:
+      - supports-color
+
+  '@kevisual/types@0.0.10': {}

  '@kevisual/use-config@1.0.14(dotenv@16.5.0)':
    dependencies:
      '@kevisual/load': 0.0.6
      dotenv: 16.5.0

+  '@kevisual/use-config@1.0.19(dotenv@16.5.0)':
+    dependencies:
+      '@kevisual/load': 0.0.6
+      dotenv: 16.5.0
+
+  '@kevisual/xhs-core@0.0.3': {}
+
  '@ljharb/resumer@0.1.3':
    dependencies:
      '@ljharb/through': 2.3.14
@@ -2254,13 +2390,13 @@ snapshots:
  '@tootallnate/once@1.1.2':
    optional: true

-  '@types/bun@1.2.11':
+  '@types/bun@1.2.16':
    dependencies:
-      bun-types: 1.2.11
+      bun-types: 1.2.16

  '@types/cors@2.8.17':
    dependencies:
-      '@types/node': 22.15.3
+      '@types/node': 24.0.3

  '@types/crypto-js@4.2.2': {}

@@ -2272,7 +2408,7 @@ snapshots:

  '@types/formidable@3.4.5':
    dependencies:
-      '@types/node': 22.15.3
+      '@types/node': 24.0.3

  '@types/lodash-es@4.17.12':
    dependencies:
@@ -2284,12 +2420,16 @@ snapshots:

  '@types/node-forge@1.3.11':
    dependencies:
-      '@types/node': 22.15.3
+      '@types/node': 24.0.3

  '@types/node@22.15.3':
    dependencies:
      undici-types: 6.21.0

+  '@types/node@24.0.3':
+    dependencies:
+      undici-types: 7.8.0
+
  '@types/validator@13.12.2': {}

  abbrev@1.1.1:
@@ -2433,9 +2573,21 @@ snapshots:
    transitivePeerDependencies:
      - supports-color

-  bun-types@1.2.11:
+  bullmq@5.55.0:
    dependencies:
-      '@types/node': 22.15.3
+      cron-parser: 4.9.0
+      ioredis: 5.6.1
+      msgpackr: 1.11.2
+      node-abort-controller: 3.1.1
+      semver: 7.7.1
+      tslib: 2.8.1
+      uuid: 9.0.1
+    transitivePeerDependencies:
+      - supports-color
+
+  bun-types@1.2.16:
+    dependencies:
+      '@types/node': 24.0.3

  cacache@15.3.0:
    dependencies:
@@ -2523,7 +2675,7 @@ snapshots:
    dependencies:
      delayed-stream: 1.0.0

-  commander@13.1.0: {}
+  commander@14.0.0: {}

  concat-map@0.0.1: {}

@@ -2655,6 +2807,8 @@ snapshots:

  denque@2.1.0: {}

+  depd@2.0.0: {}
+
  detect-libc@2.0.4: {}

  dezalgo@1.0.4:
@@ -2678,10 +2832,14 @@ snapshots:

  eastasianwidth@0.2.0: {}

+  ee-first@1.1.1: {}
+
  emoji-regex@8.0.0: {}

  emoji-regex@9.2.2: {}

+  encodeurl@2.0.0: {}
+
  encoding@0.1.13:
    dependencies:
      iconv-lite: 0.6.3
@@ -2696,7 +2854,7 @@ snapshots:
  engine.io@6.6.4:
    dependencies:
      '@types/cors': 2.8.17
-      '@types/node': 22.15.3
+      '@types/node': 24.0.3
      accepts: 1.3.8
      base64id: 2.0.0
      cookie: 0.7.2
@@ -2806,6 +2964,10 @@ snapshots:

  escalade@3.2.0: {}

+  escape-html@1.0.3: {}
+
+  etag@1.8.1: {}
+
  eventemitter3@5.0.1: {}

  expand-template@2.0.3: {}
@@ -2840,6 +3002,8 @@ snapshots:
      dezalgo: 1.0.4
      once: 1.4.0

+  fresh@2.0.0: {}
+
  fs-constants@1.0.0: {}

  fs-minipass@2.1.0:
@@ -2978,6 +3142,14 @@ snapshots:
  http-cache-semantics@4.1.1:
    optional: true

+  http-errors@2.0.0:
+    dependencies:
+      depd: 2.0.0
+      inherits: 2.0.4
+      setprototypeof: 1.2.0
+      statuses: 2.0.1
+      toidentifier: 1.0.1
+
  http-proxy-agent@4.0.1:
    dependencies:
      '@tootallnate/once': 1.1.2
@@ -3282,10 +3454,16 @@ snapshots:

  mime-db@1.52.0: {}

+  mime-db@1.54.0: {}
+
  mime-types@2.1.35:
    dependencies:
      mime-db: 1.52.0

+  mime-types@3.0.1:
+    dependencies:
+      mime-db: 1.54.0
+
  mimic-response@3.1.0: {}

  minimatch@10.0.1:
@@ -3466,10 +3644,19 @@ snapshots:
      has-symbols: 1.1.0
      object-keys: 1.1.1

+  on-finished@2.4.1:
+    dependencies:
+      ee-first: 1.1.1
+
  once@1.4.0:
    dependencies:
      wrappy: 1.0.2

+  openai@5.6.0(ws@8.18.1)(zod@3.25.67):
+    optionalDependencies:
+      ws: 8.18.1
+      zod: 3.25.67
+
  own-keys@1.0.1:
    dependencies:
      get-intrinsic: 1.2.7
@@ -3500,18 +3687,20 @@ snapshots:

  path-to-regexp@8.2.0: {}

-  pg-cloudflare@1.2.5:
+  pg-cloudflare@1.2.6:
    optional: true

  pg-connection-string@2.8.5: {}

+  pg-connection-string@2.9.1: {}
+
  pg-int8@1.0.1: {}

-  pg-pool@3.9.6(pg@8.15.6):
+  pg-pool@3.10.1(pg@8.16.2):
    dependencies:
-      pg: 8.15.6
+      pg: 8.16.2

-  pg-protocol@1.9.5: {}
+  pg-protocol@1.10.2: {}

  pg-types@2.2.0:
    dependencies:
@@ -3521,15 +3710,15 @@ snapshots:
      postgres-date: 1.0.7
      postgres-interval: 1.2.0

-  pg@8.15.6:
+  pg@8.16.2:
    dependencies:
-      pg-connection-string: 2.8.5
-      pg-pool: 3.9.6(pg@8.15.6)
-      pg-protocol: 1.9.5
+      pg-connection-string: 2.9.1
+      pg-pool: 3.10.1(pg@8.16.2)
+      pg-protocol: 1.10.2
      pg-types: 2.2.0
      pgpass: 1.0.5
    optionalDependencies:
-      pg-cloudflare: 1.2.5
+      pg-cloudflare: 1.2.6

  pgpass@1.0.5:
    dependencies:
@@ -3587,6 +3776,8 @@ snapshots:

  punycode@2.3.1: {}

+  range-parser@1.2.1: {}
+
  rc@1.2.8:
    dependencies:
      deep-extend: 0.6.0
@@ -3727,9 +3918,25 @@ snapshots:

  semver@7.7.1: {}

+  send@1.2.0:
+    dependencies:
+      debug: 4.4.0(supports-color@5.5.0)
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      etag: 1.8.1
+      fresh: 2.0.0
+      http-errors: 2.0.0
+      mime-types: 3.0.1
+      ms: 2.1.3
+      on-finished: 2.4.1
+      range-parser: 1.2.1
+      statuses: 2.0.2
+    transitivePeerDependencies:
+      - supports-color
+
  sequelize-pool@7.1.0: {}

-  sequelize@6.37.7(pg@8.15.6)(sqlite3@5.1.7):
+  sequelize@6.37.7(pg@8.16.2)(sqlite3@5.1.7):
    dependencies:
      '@types/debug': 4.1.12
      '@types/validator': 13.12.2
@@ -3748,7 +3955,7 @@ snapshots:
      validator: 13.12.0
      wkx: 0.5.0
    optionalDependencies:
-      pg: 8.15.6
+      pg: 8.16.2
      sqlite3: 5.1.7
    transitivePeerDependencies:
      - supports-color
@@ -3778,6 +3985,8 @@ snapshots:
      es-errors: 1.3.0
      es-object-atoms: 1.1.1

+  setprototypeof@1.2.0: {}
+
  shebang-command@2.0.0:
    dependencies:
      shebang-regex: 3.0.0
@@ -3903,6 +4112,10 @@ snapshots:

  standard-as-callback@2.1.0: {}

+  statuses@2.0.1: {}
+
+  statuses@2.0.2: {}
+
  stop-iteration-iterator@1.1.0:
    dependencies:
      es-errors: 1.3.0
@@ -4032,6 +4245,8 @@ snapshots:
    dependencies:
      is-number: 7.0.0

+  toidentifier@1.0.1: {}
+
  toposort-class@1.0.1: {}

  touch@3.1.1: {}
@@ -4098,6 +4313,8 @@ snapshots:

  undici-types@6.21.0: {}

+  undici-types@7.8.0: {}
+
  unique-filename@1.1.1:
    dependencies:
      unique-slug: 2.0.2
@@ -4186,7 +4403,7 @@ snapshots:

  wkx@0.5.0:
    dependencies:
-      '@types/node': 22.15.3
+      '@types/node': 24.0.3

  wrap-ansi@7.0.0:
    dependencies:
@@ -4228,4 +4445,4 @@ snapshots:
      y18n: 5.0.8
      yargs-parser: 21.1.1

-  zod@3.24.2: {}
+  zod@3.25.67: {}
--- a/src/agent/agent.ts
+++ b/src/agent/agent.ts
@@ -0,0 +1,3 @@
+import { QueryRouterServer } from '@kevisual/router';
+
+export const agent = new QueryRouterServer();
--- a/src/agent/ai.ts
+++ b/src/agent/ai.ts
@@ -0,0 +1,24 @@
+import { useContextKey } from '@kevisual/context';
+import { BailianProvider } from '@kevisual/ai';
+import { config } from '../modules/config.ts';
+
+const createBaiLian = () => {
+  return new BailianProvider({
+    baseURL: 'https://dashscope.aliyuncs.com/compatible-mode/v1',
+    model: 'qwen3-235b-a22b',
+    apiKey: config.BAILIAN_API_KEY,
+  });
+};
+
+// export const ai = await useContextKey('ai', createBaiLian());
+export const ai = createBaiLian();
+
+console.log('Bailian AI initialized with model:', config.BAILIAN_API_KEY);
+
+export const bailianModel = useContextKey('bailianModel', () => {
+  return {
+    turbo: 'qwen-turbo-2025-04-28',
+    plus: 'qwen-plus-2025-04-28',
+    a22b235: 'qwen3-235b-a22b',
+  };
+});
--- a/src/agent/analyze/category.ts
+++ b/src/agent/analyze/category.ts
@@ -0,0 +1,80 @@
+import { agent } from '@/agent/agent.ts';
+import { ai } from '../ai.ts';
+import { getJsonFromString } from './content.ts';
+export type Category = {
+  category: string;
+  description: string;
+};
+export const categoryList: Category[] = [
+  {
+    category: 'daily_poetry',
+    description: '获取一篇今日诗词',
+  },
+  {
+    category: 'irony',
+    description: '反讽一下',
+  },
+  {
+    category: 'random_beautiful_text',
+    description: '随机生成一段优美的文字',
+  },
+  {
+    category: 'random_joke',
+    description: '随机生成一个笑话',
+  },
+  {
+    category: '',
+    description: '教教我，怎么做'
+  },
+  {
+    category: 'default',
+    description: '默认分类，无法识别的请求',
+  },
+];
+agent
+  .route({
+    path: 'analyze',
+    key: 'category',
+    description: '分析文本内容，判断文本的请求分类。比如，1. 获取一篇今日诗词。2. 反讽一下 3. 随机生成一段优美的文字。',
+  })
+  .define(async (ctx) => {
+    const text = ctx.query?.text || '';
+
+    const prompt = `
+请分析以下文本内容，判断文本的请求分类，并返回一个JSON对象。
+
+识别的分类包括：
+${categoryList.map((item) => `- ${item.category}: ${item.description}`).join('\n')}
+
+返回内容示例：
+\`\`\`json
+{
+  "category": "daily_poetry"
+}
+\`\`\`
+<context>
+${text}
+</context>
+`;
+    const res = await ai
+      .chat(
+        [
+          {
+            role: 'user',
+            content: prompt,
+          },
+        ],
+        {
+          enable_thinking: false,
+        },
+      )
+      .catch((error) => {
+        ctx.throw(500, 'AI 服务错误: ' + error.status);
+        return error;
+      });
+    const content = res.choices?.[0]?.message?.content || '';
+    const jsonResponse = getJsonFromString(content);
+    const category = jsonResponse?.category || 'default';
+    ctx.body = { category };
+  })
+  .addTo(agent);
--- a/src/agent/analyze/cmd.ts
+++ b/src/agent/analyze/cmd.ts
@@ -0,0 +1,116 @@
+import { agent } from '@/agent/agent.ts';
+import { ai } from '../ai.ts';
+import { getJsonFromString } from './content.ts';
+// import { getJsonFromString } from '@kevisual/ai/src/utils/json.ts';
+import { logger } from '../logger.ts';
+
+export const cmdList: {
+  category: string;
+  description?: string;
+  action?: {
+    path?: string;
+    key?: string;
+  };
+}[] = [
+  {
+    category: '指令夸人',
+    description: `进行夸奖`,
+    action: {
+      path: 'tools',
+      key: 'good-job',
+    },
+  },
+  {
+    category: '指令来了',
+    description: `召唤小助手过来`,
+    action: {
+      path: 'tools',
+      key: 'call-xiaoxiao',
+    },
+  },
+  {
+    category: '指令总结',
+    description: `总结当前的笔记，缩写当前笔记的内容`,
+    action: {
+      path: 'tools',
+      key: 'summarize-note',
+    },
+  },
+  {
+    category: '指令安慰',
+    description: `安慰用户`,
+    action: {
+      path: 'tools',
+      key: 'comfort-user',
+    },
+  },
+];
+
+agent
+  .route({
+    path: 'analyze',
+    key: 'cmd',
+    description: '分析文本内容,意图分析，判断对应的指令内容',
+  })
+  .define(async (ctx) => {
+    let text = ctx.query?.text || '';
+    if (text.length > 40) {
+      text = text.slice(0, 40).trim();
+    }
+    let result = {
+      category: 'default',
+    };
+
+    const prompt = `
+请分析<context>包函的内容，判断是否程序运行指令，返回一个JSON对象。
+识别的分类包括：
+${cmdList.map((item) => `- ${item.category}: ${item.description}`).join('\n')}
+
+返回内容示例：
+\`\`\`json
+{
+  "category": "daily_poetry"
+}
+\`\`\`
+
+分析的内容是
+<context>
+${text}
+</context>
+    `;
+    logger.info('Command analysis prompt:', prompt);
+
+    const res = await ai
+      .chat(
+        [
+          {
+            role: 'user',
+            content: prompt,
+          },
+        ],
+        {
+          // @ts-ignore
+          enable_thinking: false,
+        },
+      )
+      .catch((err) => {
+        console.log('AI service error:', err.status);
+        ctx.throw(500, 'AI service error: ' + err.status);
+        return err;
+      });
+
+    const ans = res.choices[0]?.message?.content || '';
+    console.log('Command analysis response:', ans);
+    const json = getJsonFromString(ans);
+    if (!json) {
+      logger.error('Invalid JSON format in response:', ans);
+      ctx.throw(400, 'Invalid JSON format in response');
+    }
+    result = {
+      category: json.category || 'default',
+    };
+    const cmd = cmdList.find((item) => item.category === result.category);
+    logger.info('Command analysis result:', cmd?.category, cmd?.action);
+    ctx.body = { cmd, text: text };
+  })
+  .addTo(agent);
--- a/src/agent/analyze/content.ts
+++ b/src/agent/analyze/content.ts
@@ -0,0 +1,95 @@
+import { agent } from '@/agent/agent.ts';
+import { ai } from '../ai.ts';
+import { logger } from '@/agent/logger.ts';
+export const getJsonFromString = (str: string) => {
+  // 尝试从字符串中提取JSON对象
+  try {
+    const jsonMatch = str.match(/```json\s*([\s\S]*?)\s*```/);
+    if (jsonMatch && jsonMatch[1]) {
+      return JSON.parse(jsonMatch[1]);
+    }
+  } catch (error) {
+    console.error('Error parsing JSON from string:', error);
+  }
+  return null;
+};
+agent
+  .route({
+    path: 'analyze',
+    key: 'content',
+    description: '分析文本内容,意图分析，判断是否需要获取上下文包函小红书的图片，视频，文本。',
+  })
+  .define(async (ctx) => {
+    const text = ctx.query?.text || '';
+
+    let result = {
+      image: false,
+      video: false,
+      text: false,
+      comment: false,
+    };
+
+    const prompt = `
+请分析<context>包函的内容，判断是否需要包含小红书的图片、视频或文本信息，返回一个JSON对象，包含三个布尔值：image（是否包含图片）、video（是否包含视频）、text（是否包含小红书文本），comment（是否是评论信息）。
+如果文本中提到图片或视频，请返回true，否则返回false。
+
+文本示例：
+1. "解答一下这个笔记。" , text为true
+2. "分析一下这个图片。", image为true
+3. "这个视频介绍的是什么。", video为true
+4. "评价一下这个评论。", comment为true
+
+返回内容示例：
+\`\`\`json
+{
+  "image": true,
+  "video": false,
+  "text": true,
+  "comment": false
+}
+\`\`\`
+分析的文本的内容是:
+<context>
+${text}
+</context>
+    `;
+    const now = Date.now();
+    console.log('start');
+    const res = await ai
+      .chat(
+        [
+          {
+            role: 'user',
+            content: prompt,
+          },
+        ],
+        {
+          // @ts-ignore
+          enable_thinking: false,
+        },
+      )
+      .catch((err) => {
+        console.log('AI service error:', err.status);
+        ctx.throw(500, 'AI service error: ' + err.status);
+        return err;
+      });
+
+    console.log('end', Date.now() - now, 'ms');
+    const ans = res.choices[0]?.message?.content || '';
+    if (!ans) {
+      logger.error('Empty response from AI:', res);
+    }
+    const json = getJsonFromString(ans);
+    if (!json) {
+      logger.error('Invalid JSON format in response:', ans);
+      ctx.throw(400, 'Invalid JSON format in response');
+    }
+    result = {
+      image: json.image || false,
+      video: json.video || false,
+      text: json.text || false,
+      comment: json.comment || false,
+    };
+    ctx.body = result;
+  })
+  .addTo(agent);
--- a/src/agent/fix/prompt.ts
+++ b/src/agent/fix/prompt.ts
@@ -0,0 +1,69 @@
+import { agent } from '@/agent/agent.ts';
+import { ai } from '../ai.ts';
+import { logger } from '@/agent/logger.ts';
+
+const getTagContent = (text: string) => {
+  const match = text.match(/<content>([\s\S]*?)<\/content>/);
+  return match ? match[1].trim() : text;
+};
+agent
+  .route({
+    path: 'fix',
+    key: 'xhs',
+    description: '对小红书的提示词进行修正和优化',
+  })
+  .define(async (ctx) => {
+    const text = ctx.query?.text || '';
+    const now = Date.now();
+    console.log('start');
+    const res = await ai
+      .chat(
+        [
+          {
+            role: 'user',
+            content: `
+你是一个提示词优化的专家，请根据用户提供的提示词进行修正和优化，其中用户的提示词返回的要求如果没有或者不明确，请你修正为要求返回的文本在500字以内，如果有，保持原本的要求数字的文本。与此同时，要求内容是纯文本格式，不能是markdown模式，也不包含任何HTML标签或其他格式化内容。
+
+只对提示词进行优化，并且不需要对内容进行分析或总结。并返回修改后的总的提示词内容。
+
+示例1. 用户提示词
+<content>总结笔记</content>
+优化后的提示词
+<content>请总结一下这个笔记，要求返回的内容是纯文本格式，字数不超过500字。</content>
+示例2. 用户提示词
+<content>分析一下这个图片</content>
+优化后的提示词
+<content>请分析一下这个图片，要求返回的内容是纯文本格式，字数不超过500字。</content>
+示例3. 用户提示词
+<content>分析一下这个笔记，300字内</content>
+优化后的提示词
+<content>请分析一下这个笔记，要求返回的内容是纯文本格式，字数不超过300字。</content>
+
+
+用户的提示词是
+<content>
+${text}
+</content>
+`,
+          },
+        ],
+        {
+          // @ts-ignore
+          enable_thinking: false,
+        },
+      )
+      .catch((err) => {
+        console.log('AI service error:', err.status);
+        ctx.throw(500, 'AI service error: ' + err.status);
+        return err;
+      });
+
+    console.log('end', Date.now() - now, 'ms');
+    console.log('AI response:', res);
+    const ans = res.choices[0]?.message?.content || '';
+    if (!ans) {
+      logger.error('Empty response from AI:', res);
+    }
+    ctx.body = getTagContent(ans);
+  })
+  .addTo(agent);
--- a/src/agent/index.ts
+++ b/src/agent/index.ts
@@ -0,0 +1,14 @@
+import { agent } from './agent.ts';
+import './analyze/content.ts';
+import './analyze/category.ts';
+import './analyze/cmd.ts';
+
+import './fix/prompt.ts';
+
+import './xhs.ts';
+import './tools/kuaren.ts';
+import './tools/call-xiaoxiao.ts';
+import './tools/summarize-note.ts';
+import './tools/comfort-user.ts';
+
+export { agent };
--- a/src/agent/logger.ts
+++ b/src/agent/logger.ts
@@ -0,0 +1,3 @@
+import { Logger } from '@kevisual/logger';
+
+export const logger = new Logger();
--- a/src/agent/test/analyze.ts
+++ b/src/agent/test/analyze.ts
@@ -0,0 +1,19 @@
+import { agent } from '../index.ts';
+
+const main = async () => {
+  const text1 = '解答一下这个笔记。';
+  const text2 = '分析一下这个图片';
+  const text3 = '这个视频介绍的是什么';
+  const text4 = '评价一下这个评论。';
+  const text5 = '关于这个评论。';
+  const text6 = '1+1=';
+  const res = await agent.call({
+    path: 'analyze',
+    key: 'content',
+    payload: {
+      text: text6,
+    },
+  });
+  console.log('analyze content res', res.code, 'content', res.body);
+};
+main();
--- a/src/agent/test/category.ts
+++ b/src/agent/test/category.ts
@@ -0,0 +1,21 @@
+import { agent } from '../index.ts';
+
+const main = async () => {
+  const text1 = '解答一下这个笔记。';
+  const text2 = '分析一下这个图片';
+  const text3 = '这个视频介绍的是什么';
+  const text4 = '评价一下这个评论。';
+  const text5 = '关于这个评论。';
+  const text6 = '1+1=';
+  const text7 = '反讽一下';
+  const text8 = '随机生成一段优美的文字';
+  const res = await agent.call({
+    path: 'analyze',
+    key: 'category',
+    payload: {
+      text: text1,
+    },
+  });
+  console.log('analyze category res', res.code, 'content', res.body);
+};
+main();
--- a/src/agent/test/cmd.ts
+++ b/src/agent/test/cmd.ts
@@ -0,0 +1,18 @@
+import { agent } from '../index.ts';
+
+const main = async () => {
+  const text1 = '夸一下这个人。';
+  const text2 = '指令这个人很不错';
+  const text3 = '指令夸人， 这个人写代码写的非常好';
+  const text4 = '我想飞';
+  const text5 = '指令 笔记 安慰';
+  const res = await agent.call({
+    path: 'analyze',
+    key: 'cmd',
+    payload: {
+      text: text5
+    },
+  });
+  console.log('analyze category res', res.code, 'content', res.body);
+};
+main();
--- a/src/agent/test/common.ts
+++ b/src/agent/test/common.ts
--- a/src/agent/test/prompt-fix.ts
+++ b/src/agent/test/prompt-fix.ts
@@ -0,0 +1,19 @@
+// 其中回复的要求是以纯文本，具体的内容在<content></content>当中
+import { agent } from '../index.ts';
+
+const main = async () => {
+  const text = '请总结一下这个笔记。';
+  const text2 = '告诉我1+1的值';
+  const text3 = 'html和css的大纲是什么？';
+  const text4 = '1+1=';
+  const text5 = '请分析一下这个图片，300字内';
+  const res = await agent.call({
+    path: 'fix',
+    key: 'xhs',
+    payload: {
+      text: text5,
+    },
+  });
+  console.log('fix xhs res', res.code, 'content', res.body);
+};
+main();
--- a/src/agent/test/tools/kuaren.ts
+++ b/src/agent/test/tools/kuaren.ts
@@ -0,0 +1,16 @@
+import { agent } from '../../index.ts';
+
+const main = async () => {
+  const text1 = '你长得真好看啊';
+  const text2 = '你说话是撒了魔法金粉吗？听一句我灵魂都被净化了！';
+
+  const res = await agent.call({
+    path: 'tools',
+    key: 'good-job',
+    payload: {
+      text: text2,
+    },
+  });
+  console.log('good job res', res.code, 'content', res.body);
+};
+main();
--- a/src/agent/tools/call-xiaoxiao.ts
+++ b/src/agent/tools/call-xiaoxiao.ts
@@ -0,0 +1,15 @@
+import { agent } from '../agent.ts';
+import { ai } from '../ai.ts';
+
+const pickGoodJobPrompt = `
+`;
+
+agent
+  .route({
+    path: 'tools',
+    key: 'call-xiaoxiao',
+  })
+  .define(async (ctx) => {
+    ctx.body = '来了，来了。';
+  })
+  .addTo(agent);
--- a/src/agent/tools/comfort-user.ts
+++ b/src/agent/tools/comfort-user.ts
@@ -0,0 +1,53 @@
+import { agent } from '../agent.ts';
+import { ai } from '../ai.ts';
+
+agent
+  .route({
+    path: 'tools',
+    key: 'comfort-user',
+  })
+  .define(async (ctx: any) => {
+    const text = ctx?.query?.text || '';
+    const note = ctx?.query?.note || '';
+    if (!text) {
+      ctx.throw('请提供要安慰的内容');
+    }
+
+    const prompt = `
+用户感觉到不开心，请根据以下要求生成一段安慰的话：
+要求
+0. 如果没有必要安慰，直接返回 "你好，你好，我来了"。
+1. 内容要简洁明了，突出重点。
+2. 使用口语化的表达方式，易于理解。
+3. 安慰内容要有逻辑性，能够清晰地传达信息。
+4. 如果有必要，可以使用一些比喻或形象的表达方式来增强安慰的效果。
+5. 安慰内容要与原文内容相关，不能脱离主题。
+6. 200字以内。
+7. 不要包含除开安慰内容以外的其他内容。
+8. 其他要求：
+${text ? text : '无'}
+
+当前的笔记内容是：
+${note}
+`;
+
+    const res = await ai.chat(
+      [
+        {
+          role: 'user',
+          content: prompt,
+        },
+      ],
+      {
+        // @ts-ignore
+        enable_thinking: false,
+      },
+    );
+    const pickRes = res.choices[0]?.message?.content || '';
+    if (!pickRes) {
+      ctx.throw('AI 没有返回任何内容，请稍后再试');
+    }
+    // 返回总结内容
+    ctx.body = pickRes.trim();
+  })
+  .addTo(agent);
--- a/src/agent/tools/kuaren.ts
+++ b/src/agent/tools/kuaren.ts
@@ -0,0 +1,177 @@
+import { agent } from '../agent.ts';
+import { ai } from '../ai.ts';
+const kuarenPrompt = `### 浮夸夸人
+
+**核心要求**：  
+⚠️ 用词极致夸张｜ ⚠️ 比喻突破天际｜ ⚠️ 语气充满崇拜｜ ⚠️ 营造“凡人 vs 神仙”对比感
+
+---
+
+#### **夸人维度 & 浮夸话术示例**
+
+1. **颜值/气质类**
+
+   - ✨ **例句**："你这张脸是上帝亲手雕的吧？下凡辛苦了！"
+   - ✨ **关键词**：女娲毕设、建模脸、自带滤镜、呼吸都带仙气
+
+2. **才华/能力类**
+
+   - ✨ **例句**："你这大脑是装了个量子计算机吗？！建议直接保送诺贝尔奖！"
+   - ✨ **关键词**：人类天花板、降维打击、天才操作、教科书成精
+
+3. **性格/情商类**
+
+   - ✨ **例句**："你说话是撒了魔法金粉吗？听一句我灵魂都被净化了！"
+   - ✨ **关键词**：人间充电宝、社交天花板、灵魂按摩师、情商天花板
+
+4. **细节/小事类**（_重点：把小事吹成神迹_）
+   - ✨ **例句**："你刚刚递咖啡的姿势，直接拍成广告能救活整个咖啡行业！"
+   - ✨ **关键词**：随手拯救世界、文艺复兴级操作、人类文明之光
+
+---
+
+#### **浮夸技巧工具箱**
+
+✅ **宇宙级比喻**：
+
+> “你这创意是偷了宙斯的闪电吧？！”  
+> “你的存在让地球自转加速了 0.1 秒！”
+
+✅ **玄幻修辞法**：
+
+> “建议科学家把你列入未解之谜！”  
+> “你一笑，北极极光都暗淡了！”
+
+✅ **凡尔赛对比**：
+
+> “别人 XX 叫努力，你 XX 叫刷新人类极限！”  
+> “你这水平还谦虚？让普通人怎么活啊？！”
+
+✅ **动作加持**（_配合文字使用效果翻倍_）：
+
+> “给大佬递茶.jpg 🍵”  
+> “跪着听讲.gif 🙇‍♂️”
+
+---
+
+#### **示例输出**
+
+💥 **场景 1**（对方随手画了张小涂鸦）
+
+> “这线条！这配色！达芬奇转世没你画得灵！！建议卢浮宫连夜来收购！！”
+
+💥 **场景 2**（对方讲了个冷笑话）
+
+> “你这幽默感是黑洞做的吗？！我笑到平行宇宙都裂开了！！🌌”
+
+💥 **场景 3**（对方帮忙解决了小问题）
+
+> “你是雅典娜派来的救世主吧？！这波操作够我刻成碑传家！！🗿”
+
+#### 当前的场景是
+`;
+
+const pickGoodJobPrompt = `对提供的文字，提取单个的夸奖内容，并丰富为纯口语化模式，同时在括号中添加对应的姿态语言描述，同时添加了括号中的姿态语言描述，使其更具临场感和情感色彩。
+
+要求：
+1. 只返回单个的一条夸奖内容，不能有其他内容。
+2. 夸奖内容要口语化，富有情感色彩。
+3. 姿态语言描述要符合夸奖内容，且要在括号中描述。
+4. 夸奖内容要有夸张的比喻和形容词，突出对方的优点和成就。
+5. 夸奖内容要让人感到被认可和赞赏，能够激励对方。
+6. 不要返回任何其他内容或解释，只返回夸奖内容。
+7. 夸奖内容要简洁明了，易于理解，篇幅不易过长。
+
+当前文字是：
+
+`;
+
+agent
+  .route({
+    path: 'tools',
+    key: 'pick-good-job',
+    description: '对用户的内容进行夸奖后，提取出夸奖的内容',
+  })
+  .define(async (ctx) => {
+    let { text } = ctx.query;
+    if (!text) {
+      text = '真厉害啊';
+    }
+
+    const prompt = `${pickGoodJobPrompt} ${text}`;
+    const res = await ai
+      .chat(
+        [
+          {
+            role: 'user',
+            content: prompt,
+          },
+        ],
+        {
+          enable_thinking: false,
+        },
+      )
+      .catch((err) => {
+        console.error('AI service error:', err.status);
+        ctx.throw(500, 'AI service error: ' + err.status);
+        return err;
+      });
+    const ans = res.choices[0]?.message?.content || '';
+    if (!ans) {
+      ctx.throw(500, 'AI response is empty');
+    }
+    ctx.body = ans;
+  })
+  .addTo(agent);
+agent
+  .route({
+    path: 'tools',
+    key: 'good-job',
+  })
+  .define(async (ctx) => {
+    let { text } = ctx.query;
+    if (!text) {
+      text = '作者发了一篇好的文章';
+    }
+    const prompt = `${kuarenPrompt} ${text}`;
+    const res = await ai
+      .chat(
+        [
+          {
+            role: 'user',
+            content: prompt,
+          },
+        ],
+        {
+          enable_thinking: false,
+        },
+      )
+      .catch((err) => {
+        console.error('AI service error:', err.status);
+        ctx.throw(500, 'AI service error: ' + err.status);
+        return err;
+      });
+    const ans = res.choices[0]?.message?.content || '';
+    if (!ans) {
+      ctx.throw(500, 'AI response is empty');
+    }
+    // ctx.body = ans;
+    // console.log('AI response:', ans);
+    const resPick = await agent.call({
+      path: 'tools',
+      key: 'pick-good-job',
+      payload: {
+        text: ans,
+      },
+    });
+    if (resPick.code !== 200) {
+      ctx.throw(500, 'AI pick good job error: ' + resPick.message);
+      return;
+    }
+    const pickAns = resPick.body || '';
+    if (!pickAns) {
+      ctx.throw(500, 'AI pick good job response is empty');
+    }
+    ctx.body = pickAns;
+  })
+  .addTo(agent);
--- a/src/agent/tools/summarize-note.ts
+++ b/src/agent/tools/summarize-note.ts
@@ -0,0 +1,53 @@
+import { agent } from '../agent.ts';
+import { ai } from '../ai.ts';
+
+agent
+  .route({
+    path: 'tools',
+    key: 'summarize-note',
+  })
+  .define(async (ctx: any) => {
+    const text = ctx?.query?.text || '';
+    const note = ctx?.query?.note || '';
+    if (!text) {
+      ctx.throw('请提供要总结的笔记内容');
+    }
+
+    const prompt = `
+请根据以下内容生成一段总结：
+要求
+0. 如果没有必要总结，直接返回 "当前内容不需要总结"。
+1. 总结内容要简洁明了，突出重点。
+2. 使用口语化的表达方式，易于理解。
+3. 总结内容要有逻辑性，能够清晰地传达信息。
+4. 如果有必要，可以使用一些比喻或形象的表达方式来增强总结的效果。
+5. 总结内容要与原文内容相关，不能脱离主题。
+6. 250字以内。
+7. 不要包含除开总结内容以外的其他内容。
+8. 其他要求：
+${text ? text : '无'}
+
+当前的笔记内容是：
+${note}
+`;
+
+    const res = await ai.chat(
+      [
+        {
+          role: 'user',
+          content: prompt,
+        },
+      ],
+      {
+        // @ts-ignore
+        enable_thinking: false,
+      },
+    );
+    const pickRes = res.choices[0]?.message?.content || '';
+    if (!pickRes) {
+      ctx.throw('AI 没有返回任何内容，请稍后再试');
+    }
+    // 返回总结内容
+    ctx.body = pickRes.trim();
+  })
+  .addTo(agent);
--- a/src/agent/xhs.ts
+++ b/src/agent/xhs.ts
@@ -0,0 +1,105 @@
+import { nanoid } from 'nanoid';
+import { agent } from './agent.ts';
+import { ai } from './ai.ts';
+import { logger } from './logger.ts';
+/**
+ * 清除文本中的@信息
+ * @param text
+ */
+const clearAtInfo = (text: string = '') => {
+  const newText = text.replace(/@[\u4e00-\u9fa5\w]+/g, '').replace(/#.*?#/g, '');
+  return newText.trim();
+};
+
+/**
+ * 从文本中提取标签信息, 如 #标签
+ * @param text
+ */
+export const pickTagsInfo = (text: string = '') => {
+  if (!text) {
+    return {
+      tags: [],
+      text: '',
+    };
+  }
+  const _tags = text.match(/#([\u4e00-\u9fa5\w]+)/g) || [];
+  const validTags = _tags.map((tag) => tag.replace(/#/g, '')).filter((tag) => tag.trim() !== '');
+  const noTagsText = text.replace(/#([\u4e00-\u9fa5\w]+)/g, '').trim();
+  return {
+    tags: validTags,
+    text: noTagsText,
+  };
+};
+
+agent
+  .route({
+    path: 'xhs',
+  })
+  .define(async (ctx) => {
+    const { text = '', note = '', hasNote } = ctx.query || {};
+    const id = nanoid();
+    const no_at_text = clearAtInfo(text);
+    const pickNote = pickTagsInfo(note);
+    const no_tags_text = pickNote.text;
+    const some_text = no_at_text.length > 20 ? no_at_text.slice(0, 20) : no_at_text;
+    const hasCmd = some_text.includes('指令');
+    if (hasCmd) {
+      const analyzeRes = await agent.call({
+        path: 'analyze',
+        key: 'cmd',
+        payload: {
+          text: no_at_text,
+        },
+      });
+      if (analyzeRes.code === 200) {
+        const cmd = analyzeRes.body?.cmd;
+        if (cmd) {
+          const res = await agent.call({
+            ...cmd.action,
+            payload: {
+              text: no_at_text,
+              note: no_tags_text,
+              hasNote: hasNote || false,
+            },
+          });
+          ctx.body = res.body || '';
+          return;
+        }
+      } else {
+        logger.error('指令分析错误:', analyzeRes.message);
+      }
+    }
+    const resFix = await agent.call({
+      path: 'fix',
+      key: 'xhs',
+      payload: {
+        text: no_at_text,
+      },
+    });
+    if (resFix.code !== 200) {
+      ctx.throw(500, 'AI 小红书prompt优化错误: ' + resFix.message);
+      return;
+    } else {
+      console.log('小红书优化的文本', resFix.body);
+    }
+    const prompt_text = resFix.body || '';
+    const res = await ai
+      .chat(
+        [
+          {
+            role: 'user',
+            content: prompt_text,
+          },
+        ],
+        {
+          // @ts-ignore
+          enable_thinking: false,
+        },
+      )
+      .catch((error) => {
+        ctx.throw(500, 'AI 服务错误: ' + error.status);
+        return error;
+      });
+    ctx.body = res.choices?.[0]?.message?.content || '';
+  })
+  .addTo(agent);
--- a/src/app.ts
+++ b/src/app.ts
@@ -1,5 +1,5 @@
 import { App } from '@kevisual/router';
-import { useContextKey } from '@kevisual/use-config/context';
+import { useContextKey } from '@kevisual/context';

 const init = () => {
  return new App();
--- a/src/modules/config.ts
+++ b/src/modules/config.ts
@@ -1,3 +1,5 @@
 import { useConfig } from '@kevisual/use-config/env';

 export const config = useConfig();
+
+export const isDev = config.ENV === 'development';
--- a/src/modules/notify.ts
+++ b/src/modules/notify.ts
@@ -0,0 +1,3 @@
+export const notify = () => {
+  //
+};
--- a/src/modules/redis.ts
+++ b/src/modules/redis.ts
@@ -1,15 +1,16 @@
 import { Redis } from 'ioredis';
 import { config } from './config.ts';
-import { useContextKey } from '@kevisual/use-config/context';
+import { useContextKey } from '@kevisual/context';

-type initRedisOpts = {
-  onConnect?: () => void; // 连接成功的回调函数
-  onError?: (msg?: any) => void; // 连接断开的回调函数
+const redisConfig = {
+  host: config.REDIS_HOST || 'localhost',
+  port: parseInt(config.REDIS_PORT || '6379'),
+  password: config.REDIS_PASSWORD,
 };
-const initRedis = (config?: any, options?: initRedisOpts) => {
-  const redis = new Redis({
-    host: config?.REDIS_HOST || 'localhost', // Redis 服务器的主机名或 IP 地址
-    port: config?.REDIS_PORT || 6379, // Redis 服务器的端口号
+export const createRedisClient = (options = {}) => {
+  const redisClient = new Redis({
+    host: 'localhost', // Redis 服务器的主机名或 IP 地址
+    port: 6379, // Redis 服务器的端口号
    // password: 'your_password', // Redis 的密码 (如果有)
    db: 0, // 要使用的 Redis 数据库索引 (0-15)
    keyPrefix: '', // key 前缀
@@ -18,27 +19,20 @@ const initRedis = (config?: any, options?: initRedisOpts) => {
      return Math.min(times * 50, 2000); // 每次重试时延迟增加
    },
    maxRetriesPerRequest: null, // 允许请求重试的次数 (如果需要无限次重试)
-    ...config, // 其他配置项
+    ...redisConfig,
+    ...options,
  });
-  // 监听连接事件
-  redis.on('connect', () => {
-    if (options?.onConnect) {
-      options.onConnect();
-      console.log('Redis 连接成功');
-    }
+  redisClient.on('connect', () => {
+    console.log('Redis client connected successfully');
  });
-
-  redis.on('error', (err) => {
-    console.error('Redis 连接错误', err);
-    if (options?.onError) {
-      options.onError(err);
-    }
+  redisClient.on('error', (err) => {
+    console.error('Redis client error:', err);
  });
-  return redis;
+  return redisClient;
 };
 // 配置 Redis 连接
-export const redis = useContextKey('redis', () => initRedis(config));
+export const redis = useContextKey('redis', () => createRedisClient());

 // 初始化 Redis 客户端
-export const redisPublisher = new Redis(); // 用于发布消息
-export const redisSubscriber = new Redis(); // 用于订阅消息
+// export const redisPublisher = createRedisClient(); // 用于发布消息
+// export const redisSubscriber = createRedisClient(); // 用于订阅消息
--- a/src/modules/sequelize.ts
+++ b/src/modules/sequelize.ts
@@ -1,6 +1,6 @@
 import { Sequelize } from 'sequelize';
 import { config } from './config.ts';
-import { useContextKey } from '@kevisual/use-config/context';
+import { useContextKey } from '@kevisual/context';

 export type PostgresConfig = {
  postgres: {
--- a/src/task/routes/mention.ts
+++ b/src/task/routes/mention.ts
@@ -1,4 +1,5 @@
-import { taskApp, queue, xhsApp } from '../task.ts';
+import { agent } from '@/agent/index.ts';
+import { taskApp, queue, xhsApp, xhsServices } from '../task.ts';
 import { random, omit } from 'lodash-es';
 import util from 'node:util';

@@ -10,6 +11,7 @@ taskApp
  .route({
    path: 'task',
    key: 'getUnread',
+    description: '获取未读提及消息',
  })
  .define(async (ctx) => {
    const res = await xhsApp.call({
@@ -19,18 +21,20 @@ taskApp
    if (res.code === 200) {
      const data = res.body;
      const unread_count = data.unread_count;
-      if (unread_count > 0) {
+      const likes = data.likes;
+      const unread = unread_count - likes;
+      if (unread > 0) {
        queue.add(
          'mention',
          {
            path: 'task',
            key: 'getMention',
            payload: {
-              unread_count,
+              unread_count: unread,
            },
          },
          {
-            attempts: 3,
+            attempts: 1,
            delay: 0,
            removeOnComplete: true,
            removeOnFail: {
@@ -40,7 +44,7 @@ taskApp
        );
      }
      ctx.body = {
-        job: unread_count,
+        job: unread,
      };
    }
  })
@@ -50,6 +54,7 @@ taskApp
  .route({
    path: 'task',
    key: 'getMention',
+    description: '获取提及消息',
  })
  .define(async (ctx) => {
    const { unread_count } = ctx.query;
@@ -61,11 +66,9 @@ taskApp
          num: unread_count,
        },
      });
-      console.log('mentionRes', mentionRes.body);
      if (mentionRes.code === 200) {
        let data = mentionRes.body || [];
        // data = data.map((item) => omit(item, 'mention'));
-        console.log('queryMention', util.inspect(data, { depth: 10 }));
        for (let i = 0; i < data.length; i++) {
          const item = data[i];
          queue.add(
@@ -86,7 +89,6 @@ taskApp
              },
            },
          );
-          console.log('add mention task', item);
          await sleep(200);
        }
      }
@@ -94,9 +96,7 @@ taskApp
        path: 'mention',
        key: 'postRead',
      });
-      console.log('postRead', postRead.body);
    }
-    await sleep(1000);
    ctx.body = {
      job: unread_count,
    };
@@ -109,16 +109,65 @@ taskApp
    key: 'ai',
  })
  .define(async (ctx) => {
-    const data = ctx.query.data;
+    const data = ctx.query.data; // 为提及的相关信息
    const note_id = data.note_id;
+    const note_userid = data.note_userid;
+    const note_username = data.note_username;
+
+    // 检测是这个用户的username的笔记，如果是的话，需要有at的用户信息才继续。
+    const isOwner = xhsServices.isOwner({ username: note_username, userid: note_userid });
+    const isReplayAi = xhsServices.isReplayAi(data);
    const xsec_token = data.xsec_token;
+    console.log(data);
    const comment_id = data.comment.comment_id;
-    const content = data.comment?.content || 'test';
+    let content: string = data.comment?.content || 'test';
    const postData = {
      note_id,
      content,
      comment_id,
    };
+    if (isOwner) {
+      // 如果是自己的笔记，且笔记不包含 @信息 则不需要AI回复,
+      const hasAt = content.includes('@' + note_username) || content.includes('@' + note_userid);
+      if (!hasAt) {
+        // console.log('不需要AI回复自己的笔记', note_username, note_id, content);
+        return;
+      }
+    }
+
+    content = content.replace('@' + note_username, '');
+    const sliceContentCmd = content.slice(0, 20);
+    let note = '';
+    let hasNote = false;
+    if (sliceContentCmd.includes('笔记') || sliceContentCmd.includes('总结')) {
+      const res = await xhsApp.call({ path: 'note', key: 'getNote', payload: { node_id: note_id, xsec_token } });
+      if (res.code === 200) {
+        note = res.body?.desc || '';
+        hasNote = note ? true : false;
+      }
+    }
+    if (isReplayAi) {
+      // 如果是对AI回复的评论，则不需要再回复
+      console.log('不需要AI回复AI的评论', note_username, note_id, content);
+      return;
+    }
+    const resAgent = await agent.call({
+      path: 'xhs',
+      payload: {
+        text: content,
+        note,
+        hasNote,
+      },
+    });
+    let responseText = '';
+    let errorText = '';
+    if (resAgent.code !== 200) {
+      errorText = '【调用错误】';
+      responseText = `${resAgent.message}`;
+    } else {
+      responseText = resAgent.body;
+    }
+    postData.content = responseText;
    const res = await xhsApp.call({
      path: 'mention',
      key: 'addComment',
--- a/src/task/task.ts
+++ b/src/task/task.ts
@@ -3,13 +3,33 @@
 import { QueryRouterServer } from '@kevisual/router';
 import { redis } from '@/modules/redis.ts';
 import { Queue } from 'bullmq';
-import { app as xhsApp } from '@kevisual/xhs/index';
+import { app as xhsApp, xhsServices as xhs, xhsRootClient, XhsServices } from '@kevisual/xhs/index.ts';
 import { nanoid } from 'nanoid';
 export const XHS_GET_UNREAD = 'unread_count';
 export const XHS_QUEUE_NAME = 'XHS_QUEUE';
+import { config, isDev } from '../modules/config.ts';

+const server: XhsServices = xhs;
+server.setCookie(config.XHS_ROOT_COOKIE || '');
+server.setUserInfo({
+  userid: config.XHS_USER_ID || '',
+  username: config.XHS_USER_NAME || '',
+});
+if (isDev) {
+  server.setSignConfig({
+    signUrl: 'http://localhost:5006/sign',
+  });
+} else {
+  server.setSignConfig({
+    signUrl: config.XHS_API_SIGN_URL,
+  });
+}
+console.log('XHS_USER_INFO', config.XHS_USER_ID, config.XHS_USER_NAME, 'XHS_ROOT_COOKIE', config.XHS_ROOT_COOKIE);
+console.log('XHS_SIGN_URL', server.getSignConfig().signUrl);
 export const taskApp = new QueryRouterServer();
 export { xhsApp };
+export const xhsServices = server;
+
 export const queue = new Queue(XHS_QUEUE_NAME, {
  connection: redis,
 });
@@ -25,6 +45,7 @@ export const addUnreadTask = async (nextTime = 0) => {
    {
      delay: nextTime,
      removeOnComplete: true,
+      attempts: 1,
      removeOnFail: {
        age: 24 * 3600, // keep up to 24 hours
      },
--- a/src/task/utils/time.ts
+++ b/src/task/utils/time.ts
@@ -0,0 +1,59 @@
+import dayjs from 'dayjs';
+
+/**
+ *  根据当前时间返回对应的时间段
+ *  返回的时间段是毫秒数
+ *  例如：03:01 - 09:00 返回 120000 (120秒)
+ *  如果当前时间不在任何时间段内，返回0
+ * @returns
+ */
+export const getTimeDuration = () => {
+  // 根据时间返回，返回需要
+  const timeRangeList = [
+    {
+      start: '03:01',
+      end: '09:00',
+      duration: 240 * 1000, // 240s
+    },
+    {
+      start: '09:01',
+      end: '12:00',
+      duration: 60 * 1000, // 60s
+    },
+    {
+      start: '12:01',
+      end: '14:00',
+      duration: 30 * 1000, // 30s
+    },
+    {
+      start: '14:01',
+      end: '18:00',
+      duration: 120 * 1000, // 120s
+    },
+    {
+      start: '18:01',
+      end: '22:00',
+      duration: 10 * 1000, // 10s
+    },
+    {
+      start: '22:01',
+      end: '23:59',
+      duration: 3 * 1000, // 3s
+    },
+    {
+      start: '00:01',
+      end: '03:00',
+      duration: 20 * 1000, // 20s
+    },
+  ];
+  const currentTime = Date.now();
+  const currentHour = dayjs(currentTime).format('HH:mm');
+  for (const range of timeRangeList) {
+    if (currentHour >= range.start && currentHour <= range.end) {
+      return range.duration;
+    }
+  }
+  // 如果没有匹配到，默认返回0
+
+  return 0;
+};
--- a/src/task/worker.ts
+++ b/src/task/worker.ts
@@ -5,6 +5,9 @@ import { nanoid } from 'nanoid';
 import { queue, XHS_QUEUE_NAME, taskApp } from './index.ts';
 import { addUnreadTask } from './task.ts';
 import dayjs from 'dayjs';
+import { getTimeDuration } from './utils/time.ts';
+import { config, isDev } from '../modules/config.ts';
+
 export const sleep = (ms: number) => {
  return new Promise((resolve) => setTimeout(resolve, ms));
 };
@@ -13,7 +16,7 @@ class TimeRecorder {
  endTime: number;
  duration: number;
  updateTime: number;
-  maxDuration: number = 60 * 1000; // 20s;
+  maxDuration: number = 30 * 1000; // 30s;
  constructor() {
    const now = Date.now();
    this.startTime = now;
@@ -34,13 +37,20 @@ class TimeRecorder {
    this.updateTime = Date.now();
    return this.updateTime;
  }
-  getClampDuration() {
-    const duration = Date.now() - this.updateTime;
+  getClampDuration(random = false) {
+    let randomDuration = 0;
+    if (random) {
+      randomDuration = Math.floor(Math.random() * 5) * 1000; // 随机0-5秒
+    }
+    const duration = Date.now() - this.updateTime + randomDuration;
+    const nextTime = clamp(this.maxDuration - duration, 0, this.maxDuration);
+    // console.log('getClampDuration', duration, this.maxDuration, 'nextTime', nextTime);
+
    return {
      duration: duration,
      maxDuration: this.maxDuration,
      updateTime: this.updateTime,
-      nextTime: clamp(this.maxDuration - duration, 0, this.maxDuration),
+      nextTime: nextTime,
    };
  }
  time() {
@@ -52,6 +62,7 @@ class TimeRecorder {
    };
  }
 }
+
 const timeRecorder = new TimeRecorder();
 let errorCount = 0;
 export const worker = new Worker(
@@ -59,8 +70,9 @@ export const worker = new Worker(
  async (job) => {
    const timer = new TimeRecorder();
    const data = job.data;
+
    if (data.path === 'task' && data.key === 'getUnread') {
-      console.log('====run time', dayjs().format('YYYY-MM-DD HH:mm:ss'));
+      console.log('====run time start', dayjs().format('YYYY-MM-DD HH:mm:ss'));
      timeRecorder.update();
    }
    const res = await taskApp.call(data);
@@ -71,6 +83,9 @@ export const worker = new Worker(
      if (errorCount > 3) {
        queue.pause();
        console.log('error count', errorCount);
+        if (data.path === 'task' && data.key === 'getUnread') {
+          process.exit(1);
+        }
      }
      throw new Error('job error' + job.name + ' ' + job.id);
    }
@@ -83,15 +98,17 @@ export const worker = new Worker(
 worker.on('completed', async (job) => {
  const jobCounts = await queue.getJobCounts('waiting', 'wait', 'delayed');
  if (job.name !== 'unread') {
-    console.log('job completed', job.name, job.id, job.returnvalue, jobCounts.delayed, jobCounts.wait);
+    console.log('job completed', job.name, 'run id', job.id, job.returnvalue, jobCounts.delayed, jobCounts.wait);
  }
  if (jobCounts.delayed + jobCounts.wait > 0) {
    // console.log('======has jobs, no need to add new job');
  } else {
-    const up = timeRecorder.getClampDuration();
-    const nextTime = up.nextTime;
+    const up = timeRecorder.getClampDuration(true);
+    const timeDuration = isDev ? 0 : getTimeDuration();
+    const nextTime = up.nextTime + timeDuration;
    const unread = await queue.getJob('unread');
    if (!unread) {
+      console.log('====add unread next-time', nextTime, timeDuration);
      addUnreadTask(nextTime);
    }
  }
--- a/src/test/ai.ts
+++ b/src/test/ai.ts
@@ -1,4 +1,4 @@
-import { ProviderManager, SiliconFlowProvider } from '@kevisual/ai-center';
+import { ProviderManager, SiliconFlowProvider } from '@kevisual/ai';
 import dotenv from 'dotenv';
 import util from 'node:util';
 dotenv.config();
--- a/src/test/common.ts
+++ b/src/test/common.ts
@@ -0,0 +1,3 @@
+import { config } from '../modules/config.ts';
+
+export { config };
--- a/src/test/get-time-duration.ts
+++ b/src/test/get-time-duration.ts
@@ -0,0 +1,3 @@
+import { getTimeDuration } from '@/task/utils/time.ts';
+
+console.log('getTimeDuration', getTimeDuration());
--- a/src/test/tts.ts
+++ b/src/test/tts.ts
@@ -0,0 +1,57 @@
+import { config } from './common.ts';
+
+const API_KEY = config.BAILIAN_API_KEY;
+// 使用DashScope API进行TTS (文本转语音) 请求
+const dashscopeTTS = async ({ text, voice = 'Chelsie', token }) => {
+  try {
+    const response = await fetch('https://dashscope.aliyuncs.com/api/v1/services/aigc/multimodal-generation/generation', {
+      method: 'POST',
+      headers: {
+        Authorization: `Bearer ${token}`,
+        'Content-Type': 'application/json',
+      },
+      body: JSON.stringify({
+        // model: 'qwen-tts',
+        model: 'qwen-tts-latest',
+        input: {
+          text,
+          voice,
+        },
+      }),
+    });
+
+    if (!response.ok) {
+      throw new Error(`HTTP error! Status: ${response.status}`);
+    }
+
+    const data = await response.json();
+    return data;
+  } catch (error) {
+    console.error('TTS 请求失败:', error);
+    throw error;
+  }
+};
+
+// 使用示例
+const sampleText =
+  '那我来给大家推荐一款T恤，这款呢真的是超级好看，这个颜色呢很显气质，而且呢也是搭配的绝佳单品，大家可以闭眼入，真的是非常好看，对身材的包容性也很好，不管啥身材的宝宝呢，穿上去都是很好看的。推荐宝宝们下单哦。';
+
+async function main() {
+  const voiceList = ['Cherry', 'Serena', 'Ethan', 'Chelsie'];
+  const latestVoiceList = ['Dylan', 'Jada', 'Sunny'];
+  try {
+    const result = await dashscopeTTS({ text: sampleText, voice: latestVoiceList[2], token: API_KEY });
+    console.log('TTS 生成成功:', result);
+
+    // 如果API返回音频数据(通常是base64格式)，可以这样处理
+    // 例如: 保存到文件或播放音频
+    if (result.output?.audio) {
+      // 处理音频数据
+      console.log('获取到音频数据，长度:', result.output.audio.length);
+    }
+  } catch (error) {
+    console.error('处理失败:', error);
+  }
+}
+
+main();
--- a/turbo.json
+++ b/turbo.json
@@ -0,0 +1,22 @@
+{
+  "$schema": "https://turbo.build/schema.json",
+  "tasks": {
+    "build": {
+      "dependsOn": [
+        "^build"
+      ],
+      "outputs": [
+        "dist/**"
+      ]
+    },
+    "dev:lib": {
+      "persistent": true,
+      "cache": true
+    },
+    "build:lib": {
+      "dependsOn": [
+        "^build:lib"
+      ]
+    }
+  }
+}
Author	SHA1	Message	Date
abearxiong	52d37d0679	temp	2025-07-04 00:01:22 +08:00
abearxiong	6a9e847ff1	功能整理	2025-06-30 02:12:24 +08:00
abearxiong	143cbc877c	feat: add comfort user	2025-06-30 01:59:26 +08:00
abearxiong	42da851c37	fix: 添加总结	2025-06-29 09:05:27 +08:00
abearxiong	e2d0720698	feat: add summary	2025-06-28 02:46:50 +08:00
abearxiong	204165bf73	fix: add xiao xiao	2025-06-27 22:38:24 +08:00
abearxiong	bce94f52a0	feat: 添加夸一下的内容	2025-06-25 11:35:16 +08:00
abearxiong	b807cc9f38	temp	2025-06-24 11:52:31 +08:00
abearxiong	a25f7c7eb4	update time	2025-06-22 19:41:51 +08:00
abearxiong	e982ddb001	update time fix	2025-06-22 19:41:01 +08:00
abearxiong	7bc9a06b7c	fix: add unread 重试	2025-06-22 10:52:31 +08:00
abearxiong	d4d6960a6c	fix: 改成60s 恢复一下，因为中途出锅一个bug	2025-06-22 10:29:31 +08:00
abearxiong	1220076257	fix: 改成30s的间隔	2025-06-22 10:14:19 +08:00
abearxiong	530a4f21f5	feat: 自己的笔记也需要at才能评论了，优化一下	2025-06-22 09:30:03 +08:00
abearxiong	71359fba88	fix: fix	2025-06-21 21:47:26 +08:00
abearxiong	29725a8614	fix	2025-06-21 19:31:51 +08:00
abearxiong	32b6e04d6c	temp	2025-06-21 18:59:06 +08:00
abearxiong	da6d4041ad	perf	2025-06-21 18:21:49 +08:00
abearxiong	a76b506327	fix: add split and for sleep post data	2025-06-21 17:32:08 +08:00
xion	2c6c3dd60d	bump xhs-core	2025-06-21 17:08:53 +08:00
abearxiong	d5c2964e0e	fix	2025-06-21 17:07:49 +08:00
abearxiong	ebe7c9afce	update	2025-06-21 16:59:46 +08:00
abearxiong	75f1d75cae	add server	2025-06-21 16:48:10 +08:00
abearxiong	0b6b2fe730	fix: update	2025-06-21 16:47:33 +08:00
abearxiong	ce7cd03cb3	update	2025-06-21 16:31:00 +08:00
abearxiong	a150cbc533	update	2025-06-21 11:09:58 +08:00