diff --git a/.env b/.env
index a134c0d..2e9a2c1 100644
--- a/.env
+++ b/.env
@@ -1,2 +1,4 @@
 PORT=3000
-DEBUG=true# 调试日志
+DEBUG=true
+RD_PORT=6379
+RD_ADD=127.0.0.1
diff --git a/.idea/codeStyles/Project.xml b/.idea/codeStyles/Project.xml
index 0af511b..af5ea2e 100644
--- a/.idea/codeStyles/Project.xml
+++ b/.idea/codeStyles/Project.xml
@@ -15,6 +15,7 @@
     <TypeScriptCodeStyleSettings version="0">
       <option name="FORCE_SEMICOLON_STYLE" value="true" />
       <option name="SPACE_BEFORE_FUNCTION_LEFT_PARENTH" value="false" />
+      <option name="USE_PUBLIC_MODIFIER" value="true" />
       <option name="USE_DOUBLE_QUOTES" value="false" />
       <option name="FORCE_QUOTE_STYlE" value="true" />
       <option name="PREFER_EXPLICIT_TYPES_VARS_FIELDS" value="true" />
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..43b46a6
--- /dev/null
+++ b/README.md
@@ -0,0 +1,13 @@
+## 构建：
+- pnpm i
+- pnpm run build
+- pnpm run start
+
+## 使用：
+- public/image/图片
+- logs/日志
+
+## 贡献
+- fork到自己的储存库
+- 在自己的储存库内推送更新
+- 提交pr，等待合并
diff --git a/package.json b/package.json
index fcb657a..7b5d7f9 100644
--- a/package.json
+++ b/package.json
@@ -10,6 +10,7 @@
     "chalk": "4",
     "dotenv": "^16.0.0",
     "express": "^4.18.0",
+    "ioredis": "^5.6.0",
     "mkdirp": "^3.0.1"
   },
   "devDependencies": {
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 79d89cb..3c2a0da 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -17,6 +17,9 @@ importers:
       express:
         specifier: ^4.18.0
         version: 4.21.2
+      ioredis:
+        specifier: ^5.6.0
+        version: 5.6.0
       mkdirp:
         specifier: ^3.0.1
         version: 3.0.1
@@ -46,6 +49,9 @@ packages:
     resolution: {integrity: sha512-IchNf6dN4tHoMFIn/7OE8LWZ19Y6q/67Bmf6vnGREv8RSbBVb9LPJxEcnwrcwX6ixSvaiGoomAUvu4YSxXrVgw==}
     engines: {node: '>=12'}
 
+  '@ioredis/commands@1.2.0':
+    resolution: {integrity: sha512-Sx1pU8EM64o2BrqNpEO1CNLtKQwyhuXuqyfH7oGKCk+1a33d2r5saW8zNwm3j6BTExtjrv2BxTgzzkMwts6vGg==}
+
   '@jridgewell/resolve-uri@3.1.2':
     resolution: {integrity: sha512-bRISgCIjP20/tbWSPWMEi54QVPRZExkuD9lJL+UIxUKtwVJA8wW1Trb1jMs1RFXo1CBTNZ/5hpC9QvmKWdopKw==}
     engines: {node: '>=6.0.0'}
@@ -179,6 +185,10 @@ packages:
     resolution: {integrity: sha512-7VT13fmjotKpGipCW9JEQAusEPE+Ei8nl6/g4FBAmIm0GOOLMua9NDDo/DWp0ZAxCr3cPq5ZpBqmPAQgDda2Pw==}
     engines: {node: '>= 8.10.0'}
 
+  cluster-key-slot@1.1.2:
+    resolution: {integrity: sha512-RMr0FhtfXemyinomL4hrWcYJxmX6deFdCxpJzhDttxgO1+bcCnkk+9drydLVDmAMG7NE6aN/fl4F7ucU/90gAA==}
+    engines: {node: '>=0.10.0'}
+
   color-convert@2.0.1:
     resolution: {integrity: sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==}
     engines: {node: '>=7.0.0'}
@@ -215,6 +225,19 @@ packages:
       supports-color:
         optional: true
 
+  debug@4.4.0:
+    resolution: {integrity: sha512-6WTZ/IxCY/T6BALoZHaE4ctp9xm+Z5kY/pzYaCHRFeyVhojxlrm+46y68HA6hr0TcwEssoxNiDEUJQjfPZ/RYA==}
+    engines: {node: '>=6.0'}
+    peerDependencies:
+      supports-color: '*'
+    peerDependenciesMeta:
+      supports-color:
+        optional: true
+
+  denque@2.1.0:
+    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'}
@@ -346,6 +369,10 @@ packages:
   inherits@2.0.4:
     resolution: {integrity: sha512-k/vGaX4/Yla3WzyMCvTQOXYeIHvqOKtnqBduzTHpzpQZzAskKMhZ2K+EnBiSM9zGSoIFeMpXKxa4dYeZIQqewQ==}
 
+  ioredis@5.6.0:
+    resolution: {integrity: sha512-tBZlIIWbndeWBWCXWZiqtOF/yxf6yZX3tAlTJ7nfo5jhd6dctNxF7QnYlZLZ1a0o0pDoen7CgZqO+zjNaFbJAg==}
+    engines: {node: '>=12.22.0'}
+
   ipaddr.js@1.9.1:
     resolution: {integrity: sha512-0KI/607xoxSToH7GjN1FfSbLoU0+btTicjsQSWQlh/hZykN8KpmMf7uYwPW3R+akZ6R/w18ZlXSHBYXiYUPO3g==}
     engines: {node: '>= 0.10'}
@@ -370,6 +397,12 @@ packages:
     resolution: {integrity: sha512-41Cifkg6e8TylSpdtTpeLVMqvSBEVzTttHvERD741+pnZ8ANv0004MRL43QKPDlK9cGvNp6NZWZUBlbGXYxxng==}
     engines: {node: '>=0.12.0'}
 
+  lodash.defaults@4.2.0:
+    resolution: {integrity: sha512-qjxPLHd3r5DnsdGacqOMU6pb/avJzdh9tFX2ymgoZE27BmjXrNy/y4LoaiTeAb+O3gL8AfpJGtqfX/ae2leYYQ==}
+
+  lodash.isarguments@3.1.0:
+    resolution: {integrity: sha512-chi4NHZlZqZD18a0imDHnZPrDeBbTtVN7GXMwuGdRH9qotxAjYs3aVLKc7zNOG9eddR5Ksd8rvFEBc9SsggPpg==}
+
   make-error@1.3.6:
     resolution: {integrity: sha512-s8UhlNe7vPKomQhC1qFelMokr/Sc3AgNbso3n74mVPA5LTZwkB9NlXf4XPamLxJE8h0gh73rM94xvwRT2CVInw==}
 
@@ -485,6 +518,14 @@ packages:
     resolution: {integrity: sha512-hOS089on8RduqdbhvQ5Z37A0ESjsqz6qnRcffsMU3495FuTdqSm+7bhJ29JvIOsBDEEnan5DPu9t3To9VRlMzA==}
     engines: {node: '>=8.10.0'}
 
+  redis-errors@1.2.0:
+    resolution: {integrity: sha512-1qny3OExCf0UvUV/5wpYKf2YwPcOqXzkwKKSmKHiE6ZMQs5heeE/c8eXK+PNllPvmjgAbfnsbpkGZWy8cBpn9w==}
+    engines: {node: '>=4'}
+
+  redis-parser@3.0.0:
+    resolution: {integrity: sha512-DJnGAeenTdpMEH6uAJRK/uiyEIH9WVsUmoLwzudwGJUwZPp80PDBWPHXSAGNPwNvIXAbe7MSUB1zQFugFml66A==}
+    engines: {node: '>=4'}
+
   resolve@1.22.10:
     resolution: {integrity: sha512-NPRy+/ncIMeDlTAsuqwKIiferiawhefFJtkNSW0qZJEqMEb+qBt/77B/jGeeek+F0uOeN05CDa6HXbbIgtVX4w==}
     engines: {node: '>= 0.4'}
@@ -535,6 +576,9 @@ packages:
     resolution: {integrity: sha512-UjgapumWlbMhkBgzT7Ykc5YXUT46F0iKu8SGXq0bcwP5dz/h0Plj6enJqjz1Zbq2l5WaqYnrVbwWOWMyF3F47g==}
     engines: {node: '>=0.10.0'}
 
+  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'}
@@ -639,6 +683,8 @@ snapshots:
     dependencies:
       '@jridgewell/trace-mapping': 0.3.9
 
+  '@ioredis/commands@1.2.0': {}
+
   '@jridgewell/resolve-uri@3.1.2': {}
 
   '@jridgewell/sourcemap-codec@1.5.0': {}
@@ -795,6 +841,8 @@ snapshots:
     optionalDependencies:
       fsevents: 2.3.3
 
+  cluster-key-slot@1.1.2: {}
+
   color-convert@2.0.1:
     dependencies:
       color-name: 1.1.4
@@ -819,6 +867,12 @@ snapshots:
     dependencies:
       ms: 2.0.0
 
+  debug@4.4.0:
+    dependencies:
+      ms: 2.1.3
+
+  denque@2.1.0: {}
+
   depd@2.0.0: {}
 
   destroy@1.2.0: {}
@@ -978,6 +1032,20 @@ snapshots:
 
   inherits@2.0.4: {}
 
+  ioredis@5.6.0:
+    dependencies:
+      '@ioredis/commands': 1.2.0
+      cluster-key-slot: 1.1.2
+      debug: 4.4.0
+      denque: 2.1.0
+      lodash.defaults: 4.2.0
+      lodash.isarguments: 3.1.0
+      redis-errors: 1.2.0
+      redis-parser: 3.0.0
+      standard-as-callback: 2.1.0
+    transitivePeerDependencies:
+      - supports-color
+
   ipaddr.js@1.9.1: {}
 
   is-binary-path@2.1.0:
@@ -996,6 +1064,10 @@ snapshots:
 
   is-number@7.0.0: {}
 
+  lodash.defaults@4.2.0: {}
+
+  lodash.isarguments@3.1.0: {}
+
   make-error@1.3.6: {}
 
   math-intrinsics@1.1.0: {}
@@ -1076,6 +1148,12 @@ snapshots:
     dependencies:
       picomatch: 2.3.1
 
+  redis-errors@1.2.0: {}
+
+  redis-parser@3.0.0:
+    dependencies:
+      redis-errors: 1.2.0
+
   resolve@1.22.10:
     dependencies:
       is-core-module: 2.16.1
@@ -1154,6 +1232,8 @@ snapshots:
 
   source-map@0.6.1: {}
 
+  standard-as-callback@2.1.0: {}
+
   statuses@2.0.1: {}
 
   strip-bom@3.0.0: {}
diff --git a/src/app.ts b/src/app.ts
index 5789f49..6c5bacc 100644
--- a/src/app.ts
+++ b/src/app.ts
@@ -3,23 +3,19 @@ import logger from './utils/core/logger';
 import paths from './utils/core/path';
 import sampleController from './modules/sample/sample.controller';
 import imageController from './modules/image/image.controller';
-import Config from './utils/core/config';
-import fc from './utils/core/file';
+import config from './utils/core/config';
 
 const apps = {
-  createApp() {
+  async createApp() {
     const app = express();
 
     logger.info('晶灵核心初始化..');
-
-    Config.check(['PORT', 'DEBUG']);
-
     app.use(express.json());
     logger.debug('成功加载express.json()中间件');
 
     const publicPath = paths.get('public');
     app.use('/public', express.static(publicPath));
-    logger.debug(`静态资源路由挂载:/public → ${publicPath}`);
+    logger.debug(`静态资源路由挂载:/public => ${publicPath}`);
 
     const modules = [
       { path: '/api/sample', name: '测试模块', controller: sampleController },
@@ -28,9 +24,9 @@ const apps = {
 
     modules.forEach((module) => {
       app.use(module.path, module.controller.getRouter());
-      logger.debug(`模块路由挂载: ${module.path.padEnd(12)} → ${module.name}`);
+      logger.debug(`模块路由挂载: ${module.path.padEnd(12)} => ${module.name}`);
 
-      if (Config.get('DEBUG', false)) {
+      if (config.get('DEBUG', false)) {
         module.controller.getRouter().stack.forEach((layer) => {
           if (layer.route) {
             const methods = Object.keys(layer.route)
@@ -41,9 +37,7 @@ const apps = {
         });
       }
     });
-    const logPath = paths.get('log');
-    fc.createDir(logPath);
-    logger.debug(`日志目录初始化: ${logPath}`);
+    paths.init();
     logger.info('晶灵核心初始化完毕！');
     return app;
   },
diff --git a/src/main.ts b/src/main.ts
index c41a07c..0310a23 100644
--- a/src/main.ts
+++ b/src/main.ts
@@ -1,10 +1,24 @@
 import apps from './app';
 import logger from './utils/core/logger';
+import config from './utils/core/config';
+import redis from './services/redis/redis';
 
-const PORT = process.env.PORT || 3000;
+config.check(['PORT', 'DEBUG', 'RD_PORT', 'RD_ADD']);
+const PORT = config.get('PORT') || 3000;
 
-const app = apps.createApp();
+apps
+  .createApp()
+  .then((app) => {
+    app.listen(PORT, () => {
+      logger.info(`Crystelf-core listening on ${PORT}`);
+    });
+  })
+  .catch((err) => {
+    logger.error('Crystelf-core启动失败:', err);
+    process.exit(1);
+  });
 
-app.listen(PORT, () => {
-  logger.info(`Crystelf-core listening on ${PORT}`);
+process.on('SIGTERM', async () => {
+  await redis.disconnect();
+  process.exit(0);
 });
diff --git a/src/middlewares/keep b/src/middlewares/keep
deleted file mode 100644
index 2fa992c..0000000
--- a/src/middlewares/keep
+++ /dev/null
@@ -1 +0,0 @@
-keep
diff --git a/src/modules/image/image.controller.ts b/src/modules/image/image.controller.ts
index 206984d..568541c 100644
--- a/src/modules/image/image.controller.ts
+++ b/src/modules/image/image.controller.ts
@@ -1,6 +1,7 @@
 import express from 'express';
 import ImageService from './image.service';
 import logger from '../../utils/core/logger';
+import response from '../../utils/core/response';
 
 class ImageController {
   private readonly router: express.Router;
@@ -17,35 +18,27 @@ class ImageController {
   }
 
   private initializeRoutes(): void {
-    this.router.get('/:filename', this.handleGetImage);
+    this.router.get('*', this.handleGetImage);
   }
 
-  private handleGetImage = (req: express.Request, res: express.Response): void => {
+  private handleGetImage = async (req: express.Request, res: express.Response): Promise<void> => {
     try {
-      const filename = req.params.filename;
-      logger.debug(`有个小可爱正在请求${filename}噢..`);
-
-      const filePath = this.imageService.getImage(filename);
+      const fullPath = req.params[0];
+      logger.debug(`有个小可爱正在请求${fullPath}噢..`);
+      const filePath = await this.imageService.getImage(fullPath);
       if (!filePath) {
-        this.sendError(res, 404, '文件不存在啦！');
+        logger.warn(`${fullPath}：文件不存在..`);
+        await response.error(res, '文件不存在啦！', 404);
         return;
       }
 
       res.sendFile(filePath);
       logger.info(`成功投递文件: ${filePath}`);
     } catch (error) {
-      this.sendError(res, 500, '晶灵服务处理图像请求时出错..');
+      await response.error(res, '晶灵服务处理图像请求时出错..', 500);
       logger.error('晶灵图像请求处理失败:', error);
     }
   };
-
-  private sendError(res: express.Response, statusCode: number, message: string): void {
-    res.status(statusCode).json({
-      success: false,
-      error: message,
-      timestamp: new Date().toISOString(),
-    });
-  }
 }
 
 export default new ImageController();
diff --git a/src/modules/image/image.service.ts b/src/modules/image/image.service.ts
index f7a33ac..fa9bceb 100644
--- a/src/modules/image/image.service.ts
+++ b/src/modules/image/image.service.ts
@@ -4,26 +4,38 @@ import paths from '../../utils/core/path';
 import logger from '../../utils/core/logger';
 
 class ImageService {
-  private readonly imageDir: string;
+  private readonly imagePath: string;
 
   constructor() {
-    this.imageDir = paths.get('images');
-    logger.info(`晶灵云图数据中心初始化..数据存储在: ${this.imageDir}`);
+    this.imagePath = paths.get('images');
+    logger.info(`晶灵云图数据中心初始化..数据存储在: ${this.imagePath}`);
   }
 
-  public getImage(filename: string): string | null {
-    const filePath = path.join(this.imageDir, filename);
-    logger.debug(`尝试访问图像路径: ${filePath}`);
-
-    if (!this.isValidFilename(filename)) {
-      throw new Error('无效的文件名格式..');
+  public async getImage(relativePath: string): Promise<string | null> {
+    if (!this.isValidPath(relativePath) && !this.isValidFilename(path.basename(relativePath))) {
+      throw new Error('非法路径请求');
     }
 
+    const filePath = path.join(this.imagePath, relativePath);
+    logger.debug(`尝试访问图像路径: ${filePath}`);
+
     return fs.existsSync(filePath) ? filePath : null;
   }
 
+  private isValidPath(relativePath: string): boolean {
+    try {
+      const normalized = path.normalize(relativePath);
+      let flag = true;
+      if (normalized.startsWith('../') && path.isAbsolute(normalized)) flag = false;
+      return flag;
+    } catch (err) {
+      logger.error(err);
+      return false;
+    }
+  }
+
   private isValidFilename(filename: string): boolean {
-    return /^[a-zA-Z0-9_\-\.]+$/.test(filename);
+    return /^[a-zA-Z0-9_\-.]+$/.test(filename);
   }
 }
 
diff --git a/src/modules/monitor/kep b/src/modules/monitor/kep
deleted file mode 100644
index 2fa992c..0000000
--- a/src/modules/monitor/kep
+++ /dev/null
@@ -1 +0,0 @@
-keep
diff --git a/src/modules/sample/sample.controller.ts b/src/modules/sample/sample.controller.ts
index d8741a4..857a35c 100644
--- a/src/modules/sample/sample.controller.ts
+++ b/src/modules/sample/sample.controller.ts
@@ -19,25 +19,25 @@ class SampleController {
     this.router.post('/greet', this.postGreet);
   }
 
-  private getHello = (req: express.Request, res: express.Response): void => {
+  private getHello = async (req: express.Request, res: express.Response): Promise<void> => {
     try {
-      const result = sampleService.getHello();
-      response.success(res, result);
+      const result = await sampleService.getHello();
+      await response.success(res, result);
     } catch (error) {
-      response.error(res, '请求失败了..', 500, error);
+      await response.error(res, '请求失败了..', 500, error);
     }
   };
 
-  private postGreet = (req: express.Request, res: express.Response): void => {
+  private postGreet = async (req: express.Request, res: express.Response): Promise<void> => {
     try {
       const { name } = req.body;
       if (!name) {
         return response.error(res, '姓名不能为空!', 400);
       }
       const result = sampleService.generateGreeting(name);
-      response.success(res, result);
+      await response.success(res, result);
     } catch (error) {
-      response.error(res, '请求失败了..', 500, error);
+      await response.error(res, '请求失败了..', 500, error);
     }
   };
 }
diff --git a/src/modules/sample/sample.service.ts b/src/modules/sample/sample.service.ts
index d1b170e..8c376f7 100644
--- a/src/modules/sample/sample.service.ts
+++ b/src/modules/sample/sample.service.ts
@@ -1,12 +1,12 @@
 import logger from '../../utils/core/logger';
 
 class SampleService {
-  getHello() {
+  public async getHello() {
     logger.debug(`有个小可爱正在请求GetHello方法..`);
     return { message: 'Hello World!' };
   }
 
-  generateGreeting(name: string): object {
+  public async generateGreeting(name: string): Promise<object> {
     logger.debug(`有个小可爱正在请求generateGreeting方法..`);
     if (!name) {
       logger.warn('Name is required');
diff --git a/src/services/redis/redis.ts b/src/services/redis/redis.ts
new file mode 100644
index 0000000..8051c4e
--- /dev/null
+++ b/src/services/redis/redis.ts
@@ -0,0 +1,124 @@
+import Redis from 'ioredis';
+import logger from '../../utils/core/logger';
+import tools from '../../utils/core/tool';
+import config from '../../utils/core/config';
+import redisTool from '../../utils/redis/redisTools';
+import IUser from '../../types/user';
+
+class RedisService {
+  private client!: Redis;
+  private isConnected = false;
+
+  constructor() {
+    this.initialize().then();
+  }
+
+  private async initialize() {
+    await this.connectWithRetry();
+    this.setupEventListeners();
+  }
+
+  private async connectWithRetry(): Promise<void> {
+    try {
+      await tools.retry(
+        async () => {
+          this.client = new Redis({
+            host: config.get('RD_ADD'),
+            port: Number(config.get('RD_PORT')),
+            retryStrategy: (times) => {
+              return Math.min(times * 1000, 5000);
+            },
+          });
+
+          await this.client.ping();
+          this.isConnected = true;
+          logger.info(`Redis连接成功!位于${config.get('RD_ADD')}:${config.get('RD_PORT')}`);
+        },
+        {
+          maxAttempts: 5,
+          initialDelay: 1000,
+        }
+      );
+    } catch (error) {
+      logger.error('Redis连接失败:', error);
+      throw error;
+    }
+  }
+
+  private setupEventListeners(): void {
+    this.client.on('error', (err) => {
+      if (!err.message.includes('ECONNREFUSED')) {
+        logger.error('Redis错误:', err);
+      }
+      this.isConnected = false;
+    });
+
+    this.client.on('ready', () => {
+      this.isConnected = true;
+      logger.debug('Redis连接就绪!');
+    });
+
+    this.client.on('reconnecting', () => {
+      logger.warn('Redis重新连接中...');
+    });
+  }
+
+  public async waitUntilReady(): Promise<void> {
+    if (this.isConnected) return;
+
+    return new Promise((resolve) => {
+      const check = () => {
+        if (this.isConnected) {
+          resolve();
+        } else {
+          setTimeout(check, 100);
+        }
+      };
+      check();
+    });
+  }
+
+  public getClient(): Redis {
+    if (!this.isConnected) {
+      logger.fatal(1, 'Redis未连接..');
+    }
+    return this.client;
+  }
+
+  public async disconnect(): Promise<void> {
+    await this.client.quit();
+    this.isConnected = false;
+  }
+
+  public async setObject<T>(key: string, value: T, ttl?: number): Promise<void> {
+    const serialized = redisTool.serialize(value);
+    await this.getClient().set(key, serialized);
+
+    if (ttl) {
+      await this.getClient().expire(key, ttl);
+    }
+  }
+
+  public async getObject<T>(key: string): Promise<T | undefined> {
+    const serialized = await this.getClient().get(key);
+    if (!serialized) return undefined;
+
+    const deserialized = redisTool.deserialize<T>(serialized);
+    return redisTool.reviveDates(deserialized);
+  }
+
+  public async test(): Promise<void> {
+    const testData: IUser = {
+      name: 'Jerry',
+      qq: '114514',
+      isAdmin: true,
+      password: '114514',
+      createdAt: new Date(),
+    };
+    let test = redisTool.reviveDates(testData);
+    logger.debug(test);
+  }
+}
+
+const redisService = new RedisService();
+export default redisService;
diff --git a/src/services/redis/redisStorage.ts b/src/services/redis/redisStorage.ts
new file mode 100644
index 0000000..e69de29
diff --git a/src/types/keep b/src/types/keep
deleted file mode 100644
index 2fa992c..0000000
--- a/src/types/keep
+++ /dev/null
@@ -1 +0,0 @@
-keep
diff --git a/src/types/retry.ts b/src/types/retry.ts
new file mode 100644
index 0000000..e1eafb0
--- /dev/null
+++ b/src/types/retry.ts
@@ -0,0 +1,6 @@
+interface RetryOptions {
+  maxAttempts: number;
+  initialDelay: number;
+}
+
+export default RetryOptions;
diff --git a/src/types/user.ts b/src/types/user.ts
new file mode 100644
index 0000000..172a4a0
--- /dev/null
+++ b/src/types/user.ts
@@ -0,0 +1,10 @@
+interface IUser {
+  name: string;
+  qq: string;
+  password: string;
+  isAdmin: boolean;
+  lastLogin?: Date;
+  createdAt: Date;
+}
+
+export default IUser;
diff --git a/src/utils/constants/keep b/src/utils/constants/keep
deleted file mode 100644
index 2fa992c..0000000
--- a/src/utils/constants/keep
+++ /dev/null
@@ -1 +0,0 @@
-keep
diff --git a/src/utils/core/config.ts b/src/utils/core/config.ts
index 6e57436..2bd7bee 100644
--- a/src/utils/core/config.ts
+++ b/src/utils/core/config.ts
@@ -29,7 +29,7 @@ class ConfigManger {
     const value = this.env[key];
     if (value === undefined) {
       if (defaultValue !== undefined) return defaultValue;
-      logger.error(`环境变量${key}未定义！`);
+      logger.warn(`环境变量${key}未定义！`);
       return undefined as T;
     }
 
@@ -59,7 +59,7 @@ class ConfigManger {
   public check(keys: string[]): void {
     keys.forEach((key) => {
       if (!(key in this.env)) {
-        logger.error(`必须环境变量缺失:${key}`);
+        logger.fatal(1, `必须环境变量缺失:${key}`);
       } else {
         logger.debug(`检测到环境变量${key}!`);
       }
@@ -67,6 +67,6 @@ class ConfigManger {
   }
 }
 
-const Config = ConfigManger.getInstance();
+const config = ConfigManger.getInstance();
 
-export default Config;
+export default config;
diff --git a/src/utils/core/file.ts b/src/utils/core/file.ts
index d45d2f3..6eee77b 100644
--- a/src/utils/core/file.ts
+++ b/src/utils/core/file.ts
@@ -1,48 +1,52 @@
 import path from 'path';
-import fs from 'fs';
-import chalk from 'chalk';
+import fs from 'fs/promises';
 import paths from './path';
 import date from './date';
 import logger from './logger';
+import chalk from 'chalk';
 
 class fc {
-  public static createDir(targetPath: string = '', includeFile: boolean = false): void {
+  /**
+   * 创建目录
+   * @param targetPath 目标路径
+   * @param includeFile 是否包含文件路径
+   */
+  public static async createDir(
+    targetPath: string = '',
+    includeFile: boolean = false
+  ): Promise<void> {
     const root = paths.get('root');
 
-    if (path.isAbsolute(targetPath)) {
-      if (includeFile) {
-        const parentDir = path.dirname(targetPath);
-        if (!fs.existsSync(parentDir)) {
-          fs.mkdirSync(parentDir, { recursive: true });
-          logger.debug(`成功创建绝对目录: ${parentDir}`);
-        }
+    try {
+      if (path.isAbsolute(targetPath)) {
+        const dirToCreate = includeFile ? path.dirname(targetPath) : targetPath;
+        await fs.mkdir(dirToCreate, { recursive: true });
+        //logger.debug(`成功创建绝对目录: ${dirToCreate}`);
         return;
       }
 
-      if (!fs.existsSync(targetPath)) {
-        fs.mkdirSync(targetPath, { recursive: true });
-        logger.debug(`成功创建绝对目录: ${targetPath}`);
-      }
-      return;
-    }
+      const fullPath = includeFile
+        ? path.join(root, path.dirname(targetPath))
+        : path.join(root, targetPath);
 
-    const fullPath = includeFile
-      ? path.join(root, path.dirname(targetPath))
-      : path.join(root, targetPath);
-
-    if (!fs.existsSync(fullPath)) {
-      fs.mkdirSync(fullPath, { recursive: true });
-      logger.debug(`成功创建相对目录: ${fullPath}`);
+      await fs.mkdir(fullPath, { recursive: true });
+      //logger.debug(`成功创建相对目录: ${fullPath}`);
+    } catch (err) {
+      logger.error(`创建目录失败: ${err}`);
     }
   }
 
-  public static logToFile(level: string, message: string): void {
+  public static async logToFile(message: string): Promise<void> {
     const logFile = path.join(paths.get('log'), `${date.getCurrentDate()}.log`);
-    const logMessage = `[${date.getCurrentTime()}] [${level}] ${message}\n`;
+    const logMessage = `${message}\n`;
 
-    fs.appendFile(logFile, logMessage, (err) => {
-      if (err) console.error(chalk.red('[LOGGER] 写入日志失败:'), err);
-    });
+    try {
+      //await this.createDir(paths.get('log'));
+
+      await fs.appendFile(logFile, logMessage);
+    } catch (err) {
+      console.error(chalk.red('[LOGGER] 写入日志失败:'), err);
+    }
   }
 }
 
diff --git a/src/utils/core/logger.ts b/src/utils/core/logger.ts
index 8f5ba23..f9679cd 100644
--- a/src/utils/core/logger.ts
+++ b/src/utils/core/logger.ts
@@ -1,13 +1,14 @@
 import chalk from 'chalk';
-import Config from './config';
+import config from './config';
 import fc from './file';
+import date from './date';
 
 class Logger {
   private static instance: Logger;
   private readonly isDebug: boolean;
 
   private constructor() {
-    this.isDebug = Config.get('DEBUG', false);
+    this.isDebug = config.get('DEBUG', false);
   }
 
   public static getInstance(): Logger {
@@ -27,37 +28,37 @@ class Logger {
   public info(...args: any[]): void {
     const message = this.formatMessage('INFO', args);
     console.log(chalk.green(message));
-    this.logToFile('INFO', message);
+    this.logToFile(message).then();
   }
 
   public warn(...args: any[]): void {
     const message = this.formatMessage('WARN', args);
     console.log(chalk.yellow(message));
-    this.logToFile('WARN', message);
+    this.logToFile(message).then();
   }
 
   public error(...args: any[]): void {
     const message = this.formatMessage('ERROR', args);
     console.error(chalk.red(message));
-    this.logToFile('ERROR', message);
+    this.logToFile(message).then();
   }
 
-  public fatal(args: any[], exitCode: number = 1): never {
+  public fatal(exitCode: number = 1, ...args: any[]): never {
     const message = this.formatMessage('FATAL', args);
     console.error(chalk.red.bold(message));
-    this.logToFile('FATAL', message);
+    this.logToFile(message).then();
     process.exit(exitCode);
   }
 
   private formatMessage(level: string, args: any[]): string {
-    return `[${level}] ${args
+    return `[${date.getCurrentTime()}][${level}] ${args
       .map((arg) => (typeof arg === 'object' ? JSON.stringify(arg) : arg))
       .join(' ')}`;
   }
 
-  private logToFile(level: string, message: string): void {
+  private async logToFile(message: string): Promise<void> {
     try {
-      fc.logToFile(level, `${new Date().toISOString()} ${message}`);
+      await fc.logToFile(`${message}`);
     } catch (err: any) {
       console.error(chalk.red(`[LOGGER] 写入日志失败: ${err.message}`));
     }
diff --git a/src/utils/core/path.ts b/src/utils/core/path.ts
index 4b7dcd2..b274b7e 100644
--- a/src/utils/core/path.ts
+++ b/src/utils/core/path.ts
@@ -1,12 +1,14 @@
 import path from 'path';
 import fs from 'fs';
+import fc from './file';
+import logger from './logger';
 
 class PathManager {
   private static instance: PathManager;
   private readonly baseDir: string;
 
   private constructor() {
-    this.baseDir = path.join(__dirname, '../..');
+    this.baseDir = path.join(__dirname, '../../..');
   }
 
   /**
@@ -36,6 +38,18 @@ class PathManager {
     return type ? mappings[type] : this.baseDir;
   }
 
+  /**
+   * 初始化
+   */
+  public init(): void {
+    const logPath = this.get('log');
+    const imagePath = this.get('images');
+    fc.createDir(logPath, false);
+    fc.createDir(imagePath, false);
+    logger.debug(`日志目录初始化: ${logPath}`);
+    logger.debug(`图像目录初始化: ${imagePath}`);
+  }
+
   /**
    * 解析相对路径（基于项目根目录）
    * @param segments 路径片段
diff --git a/src/utils/core/response.ts b/src/utils/core/response.ts
index 70e128b..ceb871c 100644
--- a/src/utils/core/response.ts
+++ b/src/utils/core/response.ts
@@ -8,7 +8,7 @@ class response {
    * @param data 返回数据
    * @param statusCode HTTP状态码，默认200
    */
-  static success(res: Response, data: any, statusCode = 200) {
+  public static async success(res: Response, data: any, statusCode = 200) {
     res.status(statusCode).json({
       success: true,
       data,
@@ -23,7 +23,7 @@ class response {
    * @param statusCode HTTP状态码，默认500
    * @param error 原始错误对象（开发环境显示）
    */
-  static error(res: Response, message: string, statusCode = 500, error?: any) {
+  public static async error(res: Response, message: string, statusCode = 500, error?: any) {
     const response: Record<string, any> = {
       success: false,
       message,
@@ -43,7 +43,13 @@ class response {
    * @param page 当前页码
    * @param pageSize 每页条数
    */
-  static pagination(res: Response, data: any[], total: number, page: number, pageSize: number) {
+  public static async pagination(
+    res: Response,
+    data: any[],
+    total: number,
+    page: number,
+    pageSize: number
+  ) {
     res.status(200).json({
       success: true,
       data,
diff --git a/src/utils/core/tool.ts b/src/utils/core/tool.ts
index e69de29..82bb710 100644
--- a/src/utils/core/tool.ts
+++ b/src/utils/core/tool.ts
@@ -0,0 +1,26 @@
+import RetryOptions from '../../types/retry';
+import logger from './logger';
+
+let tools = {
+  async retry(operation: () => Promise<any>, options: RetryOptions): Promise<any> {
+    let attempt = 0;
+    let lastError: any;
+
+    while (attempt < options.maxAttempts) {
+      try {
+        return await operation();
+      } catch (error) {
+        lastError = error;
+        attempt++;
+
+        if (attempt < options.maxAttempts) {
+          const delay = options.initialDelay * Math.pow(2, attempt - 1);
+          await new Promise((resolve) => setTimeout(resolve, delay));
+        }
+      }
+    }
+    logger.error(lastError);
+  },
+};
+
+export default tools;
diff --git a/src/utils/helpers/keep b/src/utils/helpers/keep
deleted file mode 100644
index 2fa992c..0000000
--- a/src/utils/helpers/keep
+++ /dev/null
@@ -1 +0,0 @@
-keep
diff --git a/src/utils/lib/keep b/src/utils/lib/keep
deleted file mode 100644
index 2fa992c..0000000
--- a/src/utils/lib/keep
+++ /dev/null
@@ -1 +0,0 @@
-keep
diff --git a/src/utils/redis/redisTools.ts b/src/utils/redis/redisTools.ts
new file mode 100644
index 0000000..befd57e
--- /dev/null
+++ b/src/utils/redis/redisTools.ts
@@ -0,0 +1,31 @@
+import logger from '../core/logger';
+
+class redisTools {
+  public static serialize<T>(data: T): string {
+    return JSON.stringify(data);
+  }
+
+  public static deserialize<T>(jsonString: string): T | undefined {
+    try {
+      return JSON.parse(jsonString);
+    } catch (err) {
+      logger.error(`redis反序列化失败：${err}`);
+      return undefined;
+    }
+  }
+
+  public static reviveDates<T>(obj: T): T {
+    const dateRegex = /^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}.\d{3}Z$/;
+
+    const reviver = (_: string, value: any) => {
+      if (typeof value === 'string' && dateRegex.test(value)) {
+        return new Date(value);
+      }
+      return value;
+    };
+    return JSON.parse(JSON.stringify(obj), reviver);
+  }
+}
+
+const redisTool = redisTools;
+export default redisTool;
diff --git a/src/utils/redis/serializer.ts b/src/utils/redis/serializer.ts
new file mode 100644
index 0000000..b80288b
--- /dev/null
+++ b/src/utils/redis/serializer.ts
@@ -0,0 +1,34 @@
+import logger from '../core/logger';
+
+class RedisSerializer {
+  public serialize<T>(data: T): string {
+    return JSON.stringify(data);
+  }
+
+  public deserialize<T>(jsonString: string): T | undefined {
+    try {
+      return JSON.parse(jsonString) as T;
+    } catch (err) {
+      logger.error(`Redis反序列化失败: ${err}`);
+    }
+  }
+
+  /**
+   * 处理Date类型
+   */
+  public reviveDates<T>(obj: T): T {
+    const dateRegex = /^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}.\d{3}Z$/;
+
+    const reviver = (_: string, value: any) => {
+      if (typeof value === 'string' && dateRegex.test(value)) {
+        return new Date(value);
+      }
+      return value;
+    };
+
+    return JSON.parse(JSON.stringify(obj), reviver);
+  }
+}
+
+const serializer = new RedisSerializer();
+export default serializer;