diff --git a/src/.coveragerc b/src/.coveragerc
deleted file mode 100644
index 9757484..0000000
--- a/src/.coveragerc
+++ /dev/null
@@ -1,10 +0,0 @@
-[run]
-source = .
-include = *.py
-omit =
-    *migrations*
-    *tests*
-    *.html
-    *whoosh_cn_backend*
-    *settings.py*
-    *venv*
diff --git a/src/.dockerignore b/src/.dockerignore
index 2818c38..bd68a58 100644
--- a/src/.dockerignore
+++ b/src/.dockerignore
@@ -8,4 +8,5 @@ settings_production.py
 *.md
 docs/
 logs/
-static/
\ No newline at end of file
+static/
+.github/
diff --git a/src/.github/workflows/codeql-analysis.yml b/src/.github/workflows/codeql-analysis.yml
index 6b76522..52775e0 100644
--- a/src/.github/workflows/codeql-analysis.yml
+++ b/src/.github/workflows/codeql-analysis.yml
@@ -38,10 +38,12 @@ jobs:
         uses: actions/checkout@v3
 
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@v2
-
+        uses: github/codeql-action/init@v3
+        with:
+          languages: python
+          
       - name: Autobuild
-        uses: github/codeql-action/autobuild@v2
+        uses: github/codeql-action/autobuild@v3
 
       - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@v2
\ No newline at end of file
+        uses: github/codeql-action/analyze@v3
\ No newline at end of file
diff --git a/src/.github/workflows/deploy-master.yml b/src/.github/workflows/deploy-master.yml
new file mode 100644
index 0000000..c07a326
--- /dev/null
+++ b/src/.github/workflows/deploy-master.yml
@@ -0,0 +1,176 @@
+name: 自动部署到生产环境
+
+on:
+  workflow_run:
+    workflows: ["Django CI"]
+    types:
+      - completed
+    branches:
+      - master
+  workflow_dispatch:
+    inputs:
+      environment:
+        description: '部署环境'
+        required: true
+        default: 'production'
+        type: choice
+        options:
+        - production
+        - staging
+      image_tag:
+        description: '镜像标签 (默认: latest)'
+        required: false
+        default: 'latest'
+        type: string
+      skip_tests:
+        description: '跳过测试直接部署'
+        required: false
+        default: false
+        type: boolean
+
+env:
+  REGISTRY: registry.cn-shenzhen.aliyuncs.com
+  IMAGE_NAME: liangliangyy/djangoblog
+  NAMESPACE: djangoblog
+
+jobs:
+  deploy:
+    name: 构建镜像并部署到生产环境
+    runs-on: ubuntu-latest
+    if: ${{ github.event.workflow_run.conclusion == 'success' || github.event_name == 'workflow_dispatch' }}
+    
+    steps:
+    - name: 检出代码
+      uses: actions/checkout@v4
+      
+    - name: 设置部署参数
+      id: deploy-params
+      run: |
+        if [ "${{ github.event_name }}" = "workflow_dispatch" ]; then
+          echo "trigger_type=手动触发" >> $GITHUB_OUTPUT
+          echo "environment=${{ github.event.inputs.environment }}" >> $GITHUB_OUTPUT
+          echo "image_tag=${{ github.event.inputs.image_tag }}" >> $GITHUB_OUTPUT
+          echo "skip_tests=${{ github.event.inputs.skip_tests }}" >> $GITHUB_OUTPUT
+        else
+          echo "trigger_type=CI自动触发" >> $GITHUB_OUTPUT
+          echo "environment=production" >> $GITHUB_OUTPUT
+          echo "image_tag=latest" >> $GITHUB_OUTPUT
+          echo "skip_tests=false" >> $GITHUB_OUTPUT
+        fi
+        
+    - name: 显示部署信息
+      run: |
+        echo "🚀 部署信息："
+        echo "   触发方式: ${{ steps.deploy-params.outputs.trigger_type }}"
+        echo "   部署环境: ${{ steps.deploy-params.outputs.environment }}"
+        echo "   镜像标签: ${{ steps.deploy-params.outputs.image_tag }}"
+        echo "   跳过测试: ${{ steps.deploy-params.outputs.skip_tests }}"
+      
+    - name: 设置Docker Buildx
+      uses: docker/setup-buildx-action@v3
+      
+    - name: 登录私有镜像仓库
+      uses: docker/login-action@v3
+      with:
+        registry: ${{ env.REGISTRY }}
+        username: ${{ secrets.REGISTRY_USERNAME }}
+        password: ${{ secrets.REGISTRY_PASSWORD }}
+        
+    - name: 提取镜像元数据
+      id: meta
+      uses: docker/metadata-action@v5
+      with:
+        images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
+        tags: |
+          type=ref,event=branch
+          type=sha,prefix={{branch}}-
+          type=raw,value=${{ steps.deploy-params.outputs.image_tag }}
+          
+    - name: 构建并推送Docker镜像
+      uses: docker/build-push-action@v5
+      with:
+        context: .
+        file: ./Dockerfile
+        push: true
+        tags: ${{ steps.meta.outputs.tags }}
+        labels: ${{ steps.meta.outputs.labels }}
+        cache-from: type=gha
+        cache-to: type=gha,mode=max
+        platforms: linux/amd64
+        
+    - name: 部署到生产服务器
+      uses: appleboy/ssh-action@v1.0.3
+      with:
+        host: ${{ secrets.PRODUCTION_HOST }}
+        username: ${{ secrets.PRODUCTION_USER }}
+        key: ${{ secrets.PRODUCTION_SSH_KEY }}
+        port: ${{ secrets.PRODUCTION_PORT || 22 }}
+        script: |
+          echo "🚀 开始部署 DjangoBlog..."
+          
+          # 检查kubectl是否可用
+          if ! command -v kubectl &> /dev/null; then
+            echo "❌ 错误: kubectl 未安装或不在PATH中"
+            exit 1
+          fi
+          
+          # 检查命名空间是否存在
+          if ! kubectl get namespace ${{ env.NAMESPACE }} &> /dev/null; then
+            echo "❌ 错误: 命名空间 ${{ env.NAMESPACE }} 不存在"
+            exit 1
+          fi
+          
+          # 更新deployment镜像
+          echo "📦 更新deployment镜像为: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}:${{ steps.deploy-params.outputs.image_tag }}"
+          kubectl set image deployment/djangoblog \
+            djangoblog=${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}:${{ steps.deploy-params.outputs.image_tag }} \
+            -n ${{ env.NAMESPACE }}
+          
+          # 重启deployment
+          echo "🔄 重启deployment..."
+          kubectl -n ${{ env.NAMESPACE }} rollout restart deployment djangoblog
+          
+          # 等待deployment完成
+          echo "⏳ 等待deployment完成..."
+          kubectl rollout status deployment/djangoblog -n ${{ env.NAMESPACE }} --timeout=300s
+          
+          # 检查deployment状态
+          echo "✅ 检查deployment状态..."
+          kubectl get deployment djangoblog -n ${{ env.NAMESPACE }}
+          kubectl get pods -l app=djangoblog -n ${{ env.NAMESPACE }}
+          
+          echo "🎉 部署完成！"
+          
+    - name: 发送部署通知
+      if: always()
+      run: |
+        # 设置通知内容
+        if [ "${{ job.status }}" = "success" ]; then
+          TITLE="✅ DjangoBlog部署成功"
+          STATUS="成功"
+        else
+          TITLE="❌ DjangoBlog部署失败"
+          STATUS="失败"
+        fi
+        
+        MESSAGE="部署状态: ${STATUS}
+        触发方式: ${{ steps.deploy-params.outputs.trigger_type }}
+        部署环境: ${{ steps.deploy-params.outputs.environment }}
+        镜像标签: ${{ steps.deploy-params.outputs.image_tag }}
+        提交者: ${{ github.actor }}
+        时间: $(date '+%Y-%m-%d %H:%M:%S')
+        
+        查看详情: https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}"
+        
+        # 发送Server酱通知
+        if [ -n "${{ secrets.SERVERCHAN_KEY }}" ]; then
+          echo "{\"title\": \"${TITLE}\", \"desp\": \"${MESSAGE}\"}" > /tmp/serverchan.json
+          
+          curl --location "https://sctapi.ftqq.com/${{ secrets.SERVERCHAN_KEY }}.send" \
+            --header "Content-Type: application/json" \
+            --data @/tmp/serverchan.json \
+            --silent > /dev/null
+          
+          rm -f /tmp/serverchan.json
+          echo "📱 部署通知已发送"
+        fi
\ No newline at end of file
diff --git a/src/.github/workflows/django.yml b/src/.github/workflows/django.yml
index bf23242..ebe7953 100644
--- a/src/.github/workflows/django.yml
+++ b/src/.github/workflows/django.yml
@@ -9,7 +9,6 @@ on:
       - '**/*.md'
       - '**/*.css'
       - '**/*.js'
-      - '**/*.yml'
   pull_request:
     branches:
       - master
@@ -18,58 +17,61 @@ on:
       - '**/*.md'
       - '**/*.css'
       - '**/*.js'
-      - '**/*.yml'
 
 jobs:
-  build-normal:
+  test:
     runs-on: ubuntu-latest
     strategy:
-      max-parallel: 4
+      fail-fast: false
       matrix:
-        python-version: [ "3.8", "3.9","3.10","3.11" ]
+        include:
+          # 标准测试 - Python 3.10
+          - python-version: "3.10"
+            test-type: "standard"
+            database: "mysql"
+            elasticsearch: false
+            coverage: false
+            
+          # 标准测试 - Python 3.11  
+          - python-version: "3.11"
+            test-type: "standard" 
+            database: "mysql"
+            elasticsearch: false
+            coverage: false
+            
+          # 完整测试 - 包含ES和覆盖率
+          - python-version: "3.11"
+            test-type: "full"
+            database: "mysql"
+            elasticsearch: true
+            coverage: true
+            
+          # Docker构建测试
+          - python-version: "3.11"
+            test-type: "docker"
+            database: "none"
+            elasticsearch: false
+            coverage: false
 
+    name: Test (${{ matrix.test-type }}, Python ${{ matrix.python-version }})
+    
     steps:
-      - name: Start MySQL
-        uses: samin/mysql-action@v1.3
-        with:
-          host port: 3306
-          container port: 3306
-          character set server: utf8mb4
-          collation server: utf8mb4_general_ci
-          mysql version: latest
-          mysql root password: root
-          mysql database: djangoblog
-          mysql user: root
-          mysql password: root
-
-      - uses: actions/checkout@v3
-      - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v4
-        with:
-          python-version: ${{ matrix.python-version }}
-          cache: 'pip'
-      - name: Install Dependencies
-        run: |
-          python -m pip install --upgrade pip
-          pip install -r requirements.txt
-      - name: Run Tests
-        env:
-          DJANGO_MYSQL_PASSWORD: root
-          DJANGO_MYSQL_HOST: 127.0.0.1
+      - name: Checkout代码
+        uses: actions/checkout@v4
+        
+      - name: 设置测试信息
+        id: test-info
         run: |
-          python manage.py makemigrations
-          python manage.py migrate
-          python manage.py test
-
-  build-with-es:
-    runs-on: ubuntu-latest
-    strategy:
-      max-parallel: 4
-      matrix:
-        python-version: [ "3.8", "3.9","3.10","3.11" ]
-
-    steps:
-      - name: Start MySQL
+          echo "test_name=${{ matrix.test-type }}-py${{ matrix.python-version }}" >> $GITHUB_OUTPUT
+          if [ "${{ matrix.test-type }}" = "docker" ]; then
+            echo "skip_python_setup=true" >> $GITHUB_OUTPUT
+          else
+            echo "skip_python_setup=false" >> $GITHUB_OUTPUT
+          fi
+          
+      # MySQL数据库设置 (只有需要数据库的测试才执行)
+      - name: 启动MySQL数据库
+        if: matrix.database == 'mysql'
         uses: samin/mysql-action@v1.3
         with:
           host port: 3306
@@ -81,56 +83,289 @@ jobs:
           mysql database: djangoblog
           mysql user: root
           mysql password: root
-
-      - name: Configure sysctl limits
+          
+      # Elasticsearch设置 (只有完整测试才执行)
+      - name: 配置系统参数 (ES)
+        if: matrix.elasticsearch == true
         run: |
           sudo swapoff -a
           sudo sysctl -w vm.swappiness=1
           sudo sysctl -w fs.file-max=262144
           sudo sysctl -w vm.max_map_count=262144
-
-      - uses: miyataka/elasticsearch-github-actions@1
+          
+      - name: 启动Elasticsearch
+        if: matrix.elasticsearch == true
+        uses: miyataka/elasticsearch-github-actions@1
         with:
           stack-version: '7.12.1'
-          plugins: 'https://github.com/medcl/elasticsearch-analysis-ik/releases/download/v7.12.1/elasticsearch-analysis-ik-7.12.1.zip'
-
-      - uses: actions/checkout@v3
-      - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v4
+          plugins: 'https://release.infinilabs.com/analysis-ik/stable/elasticsearch-analysis-ik-7.12.1.zip'
+          
+      # Python环境设置 (Docker测试跳过)
+      - name: 设置Python ${{ matrix.python-version }}
+        if: steps.test-info.outputs.skip_python_setup == 'false'
+        uses: actions/setup-python@v5
         with:
           python-version: ${{ matrix.python-version }}
           cache: 'pip'
-      - name: Install Dependencies
+          cache-dependency-path: 'requirements.txt'
+          
+      # 多层缓存策略优化
+      - name: 缓存Python依赖
+        if: steps.test-info.outputs.skip_python_setup == 'false'
+        uses: actions/cache@v4
+        with:
+          path: |
+            ~/.cache/pip
+            .pytest_cache
+          key: ${{ runner.os }}-python-${{ matrix.python-version }}-${{ hashFiles('requirements.txt') }}-${{ hashFiles('**/pyproject.toml') }}
+          restore-keys: |
+            ${{ runner.os }}-python-${{ matrix.python-version }}-${{ hashFiles('requirements.txt') }}-
+            ${{ runner.os }}-python-${{ matrix.python-version }}-
+            ${{ runner.os }}-python-
+            
+      # Django缓存优化 (测试数据库等)
+      - name: 缓存Django资源
+        if: matrix.test-type != 'docker'
+        uses: actions/cache@v4
+        with:
+          path: |
+            .coverage*
+            htmlcov/
+            .django_cache/
+          key: ${{ runner.os }}-django-${{ matrix.test-type }}-${{ github.sha }}
+          restore-keys: |
+            ${{ runner.os }}-django-${{ matrix.test-type }}-
+            ${{ runner.os }}-django-
+            
+      - name: 安装Python依赖
+        if: steps.test-info.outputs.skip_python_setup == 'false'
         run: |
-          python -m pip install --upgrade pip
+          echo "📦 安装Python依赖 (Python ${{ matrix.python-version }})"
+          python -m pip install --upgrade pip setuptools wheel
+          
+          # 安装基础依赖
           pip install -r requirements.txt
-      - name: Run Tests
+          
+          # 根据测试类型安装额外依赖
+          if [ "${{ matrix.coverage }}" = "true" ]; then
+            echo "📊 安装覆盖率工具"
+            pip install coverage[toml]
+          fi
+          
+          # 验证关键依赖
+          echo "🔍 验证关键依赖安装"
+          python -c "import django; print(f'Django version: {django.get_version()}')"
+          python -c "import MySQLdb; print('MySQL client: OK')" || python -c "import pymysql; print('PyMySQL client: OK')"
+          
+          if [ "${{ matrix.elasticsearch }}" = "true" ]; then
+            python -c "import elasticsearch; print('Elasticsearch client: OK')"
+          fi
+          
+      # Django环境准备
+      - name: 准备Django环境
+        if: matrix.test-type != 'docker'
         env:
           DJANGO_MYSQL_PASSWORD: root
           DJANGO_MYSQL_HOST: 127.0.0.1
-          DJANGO_ELASTICSEARCH_HOST: 127.0.0.1:9200
+          DJANGO_ELASTICSEARCH_HOST: ${{ matrix.elasticsearch && '127.0.0.1:9200' || '' }}
         run: |
-          python manage.py makemigrations
-          python manage.py migrate
-          coverage run manage.py test
-          coverage xml
-
-      - name: Upload coverage to Codecov
-        uses: codecov/codecov-action@v1
-
-  docker:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout
-        uses: actions/checkout@v2
-      - name: Set up QEMU
-        uses: docker/setup-qemu-action@v2
-      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v2
-
-      - name: Build and push
-        uses: docker/build-push-action@v3
+          echo "🔧 准备Django测试环境"
+          
+          # 等待数据库就绪
+          echo "⏳ 等待MySQL数据库启动..."
+          for i in {1..30}; do
+            if python -c "import MySQLdb; MySQLdb.connect(host='127.0.0.1', user='root', passwd='root', db='djangoblog')" 2>/dev/null; then
+              echo "✅ MySQL数据库连接成功"
+              break
+            fi
+            echo "🔄 等待数据库启动... ($i/30)"
+            sleep 2
+          done
+          
+          # 等待Elasticsearch就绪 (如果启用)
+          if [ "${{ matrix.elasticsearch }}" = "true" ]; then
+            echo "⏳ 等待Elasticsearch启动..."
+            for i in {1..30}; do
+              if curl -s http://127.0.0.1:9200/_cluster/health | grep -q '"status":"green"\|"status":"yellow"'; then
+                echo "✅ Elasticsearch连接成功"
+                break
+              fi
+              echo "🔄 等待Elasticsearch启动... ($i/30)"
+              sleep 2
+            done
+          fi
+          
+      # Django测试执行
+      - name: 执行数据库迁移
+        if: matrix.test-type != 'docker'
+        env:
+          DJANGO_MYSQL_PASSWORD: root
+          DJANGO_MYSQL_HOST: 127.0.0.1
+          DJANGO_ELASTICSEARCH_HOST: ${{ matrix.elasticsearch && '127.0.0.1:9200' || '' }}
+        run: |
+          echo "🗄️ 执行数据库迁移"
+          
+          # 检查迁移文件
+          echo "📋 检查待应用的迁移..."
+          python manage.py showmigrations
+          
+          # 检查是否有未创建的迁移
+          python manage.py makemigrations --check --verbosity 2
+          
+          # 执行迁移
+          python manage.py migrate --verbosity 2
+          
+          echo "✅ 数据库迁移完成"
+          
+      - name: 运行Django测试
+        if: matrix.test-type != 'docker'
+        env:
+          DJANGO_MYSQL_PASSWORD: root
+          DJANGO_MYSQL_HOST: 127.0.0.1
+          DJANGO_ELASTICSEARCH_HOST: ${{ matrix.elasticsearch && '127.0.0.1:9200' || '' }}
+        run: |
+          echo "🧪 开始执行 ${{ matrix.test-type }} 测试 (Python ${{ matrix.python-version }})"
+          
+          # 显示Django配置信息
+          python manage.py diffsettings | head -20
+          
+          # 运行测试
+          if [ "${{ matrix.coverage }}" = "true" ]; then
+            echo "📊 运行测试并生成覆盖率报告"
+            coverage run --source='.' --omit='*/venv/*,*/migrations/*,*/tests/*,manage.py' manage.py test --verbosity=2
+            
+            echo "📈 生成覆盖率报告"
+            coverage xml
+            coverage report --show-missing
+            coverage html
+            
+            echo "📋 覆盖率统计:"
+            coverage report | tail -1
+          else
+            echo "🧪 运行标准测试"
+            python manage.py test --verbosity=2 --failfast
+          fi
+          
+          echo "✅ 测试执行完成"
+          
+      # 覆盖率报告上传 (只有完整测试才执行)
+      - name: 上传覆盖率到Codecov
+        if: matrix.coverage == true && success()
+        uses: codecov/codecov-action@v4
+        with:
+          token: ${{ secrets.CODECOV_TOKEN }}
+          file: ./coverage.xml
+          flags: unittests
+          name: codecov-${{ steps.test-info.outputs.test_name }}
+          fail_ci_if_error: false
+          verbose: true
+          
+      - name: 上传覆盖率到Codecov (备用)
+        if: matrix.coverage == true && failure()
+        uses: codecov/codecov-action@v4
+        with:
+          file: ./coverage.xml
+          flags: unittests
+          name: codecov-${{ steps.test-info.outputs.test_name }}-fallback
+          fail_ci_if_error: false
+          verbose: true
+          
+      # Docker构建测试
+      - name: 设置QEMU
+        if: matrix.test-type == 'docker'
+        uses: docker/setup-qemu-action@v3
+        
+      - name: 设置Docker Buildx
+        if: matrix.test-type == 'docker'
+        uses: docker/setup-buildx-action@v3
+        
+      - name: Docker构建测试
+        if: matrix.test-type == 'docker'
+        uses: docker/build-push-action@v5
         with:
           context: .
           push: false
-          tags: djangoblog/djangoblog:dev
+          tags: djangoblog/djangoblog:test-${{ github.sha }}
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
+          
+      # 收集测试工件 (失败时收集调试信息)
+      - name: 收集测试工件
+        if: failure() && matrix.test-type != 'docker'
+        run: |
+          echo "🔍 收集测试失败的调试信息"
+          
+          # 收集Django日志
+          if [ -d "logs" ]; then
+            echo "📄 Django日志文件:"
+            ls -la logs/
+            if [ -f "logs/djangoblog.log" ]; then
+              echo "🔍 最新日志内容:"
+              tail -100 logs/djangoblog.log
+            fi
+          fi
+          
+          # 显示数据库状态
+          echo "🗄️ 数据库连接状态:"
+          python -c "
+          try:
+              from django.db import connection
+              cursor = connection.cursor()
+              cursor.execute('SELECT VERSION()')
+              print(f'MySQL版本: {cursor.fetchone()[0]}')
+              cursor.execute('SHOW TABLES')
+              tables = cursor.fetchall()
+              print(f'数据库表数量: {len(tables)}')
+          except Exception as e:
+              print(f'数据库连接错误: {e}')
+          " || true
+          
+          # Elasticsearch状态 (如果启用)
+          if [ "${{ matrix.elasticsearch }}" = "true" ]; then
+            echo "🔍 Elasticsearch状态:"
+            curl -s http://127.0.0.1:9200/_cluster/health?pretty || true
+          fi
+          
+      # 上传测试工件
+      - name: 上传覆盖率HTML报告
+        if: matrix.coverage == true && always()
+        uses: actions/upload-artifact@v4
+        with:
+          name: coverage-report-${{ steps.test-info.outputs.test_name }}
+          path: htmlcov/
+          retention-days: 30
+          
+      # 性能统计
+      - name: 测试性能统计
+        if: always() && matrix.test-type != 'docker'
+        run: |
+          echo "⚡ 测试性能统计:"
+          echo "   开始时间: $(date -d '@${{ job.started_at }}' '+%Y-%m-%d %H:%M:%S' 2>/dev/null || echo '未知')"
+          echo "   当前时间: $(date '+%Y-%m-%d %H:%M:%S')"
+          
+          # 系统资源使用情况
+          echo "💻 系统资源:"
+          echo "   CPU使用: $(top -bn1 | grep "Cpu(s)" | awk '{print $2}' | cut -d'%' -f1)%"
+          echo "   内存使用: $(free -h | awk '/^Mem:/ {printf "%.1f%%", $3/$2 * 100}')"
+          echo "   磁盘使用: $(df -h / | awk 'NR==2{printf "%s", $5}')"
+          
+      # 测试结果汇总
+      - name: 测试完成总结
+        if: always()
+        run: |
+          echo "📋 ============ 测试执行总结 ============"
+          echo "   🏷️  测试类型: ${{ matrix.test-type }}"
+          echo "   🐍 Python版本: ${{ matrix.python-version }}"
+          echo "   🗄️  数据库: ${{ matrix.database }}"
+          echo "   🔍 Elasticsearch: ${{ matrix.elasticsearch }}"
+          echo "   📊 覆盖率: ${{ matrix.coverage }}"
+          echo "   ⚡ 状态: ${{ job.status }}"
+          echo "   📅 完成时间: $(date '+%Y-%m-%d %H:%M:%S')"
+          echo "============================================"
+          
+          # 根据测试结果显示不同消息
+          if [ "${{ job.status }}" = "success" ]; then
+            echo "🎉 测试执行成功！"
+          else
+            echo "❌ 测试执行失败，请检查上面的日志"
+          fi
diff --git a/src/.github/workflows/docker.yml b/src/.github/workflows/docker.yml
index a312e2f..904fef5 100644
--- a/src/.github/workflows/docker.yml
+++ b/src/.github/workflows/docker.yml
@@ -22,19 +22,19 @@ jobs:
         run: |
          echo "DOCKER_TAG=latest" >> $GITHUB_ENV
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Set up QEMU
-        uses: docker/setup-qemu-action@v2
+        uses: docker/setup-qemu-action@v3
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v2
+        uses: docker/setup-buildx-action@v3
     
       - name: Login to DockerHub
-        uses: docker/login-action@v2
+        uses: docker/login-action@v3
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
       - name: Build and push
-        uses: docker/build-push-action@v3
+        uses: docker/build-push-action@v5
         with:
           context: .
           push: true
diff --git a/src/.gitignore b/src/.gitignore
deleted file mode 100644
index 1c1fcbf..0000000
--- a/src/.gitignore
+++ /dev/null
@@ -1,80 +0,0 @@
-# Byte-compiled / optimized / DLL files
-__pycache__/
-*.py[cod]
-*$py.class
-
-# C extensions
-*.so
-
-# Distribution / packaging
-.Python
-env/
-build/
-develop-eggs/
-dist/
-downloads/
-eggs/
-.eggs/
-lib/
-lib64/
-parts/
-sdist/
-var/
-*.egg-info/
-.installed.cfg
-*.egg
-
-# PyInstaller
-#  Usually these files are written by a python script from a template
-#  before PyInstaller builds the exe, so as to inject date/other infos into it.
-*.manifest
-*.spec
-
-# Installer logs
-pip-log.txt
-pip-delete-this-directory.txt
-
-# Unit test / coverage reports
-htmlcov/
-.tox/
-.coverage
-.coverage.*
-.cache
-nosetests.xml
-coverage.xml
-*,cover
-
-# Translations
-*.pot
-
-# Django stuff:
-*.log
-logs/
-
-# Sphinx documentation
-docs/_build/
-
-# PyBuilder
-target/
-
-
-# PyCharm
-# http://www.jetbrains.com/pycharm/webhelp/project.html
-.idea
-.iml
-#static/
-# virtualenv
-venv/
-
-collectedstatic/
-djangoblog/whoosh_index/
-google93fd32dbd906620a.html
-baidu_verify_FlHL7cUyC9.html
-BingSiteAuth.xml
-cb9339dbe2ff86a5aa169d28dba5f615.txt
-werobot_session.*
-django.jpg
-uploads/
-settings_production.py
-werobot_session.db
-bin/datas/
diff --git a/src/.vscode/launch.json b/src/.vscode/launch.json
deleted file mode 100644
index f5f50ec..0000000
--- a/src/.vscode/launch.json
+++ /dev/null
@@ -1,22 +0,0 @@
-{
-    // 使用 IntelliSense 了解相关属性。 
-    // 悬停以查看现有属性的描述。
-    // 欲了解更多信息，请访问: https://go.microsoft.com/fwlink/?linkid=830387
-
-    "version": "0.2.0",
-    "configurations": [
-        {
-            "name": "Django: Run Server (Debug)",
-            "type": "debugpy",
-            "request": "launch",
-            "program": "${workspaceFolder}/manage.py",
-            "args": [
-                "runserver",
-                "--noreload", // 禁用自动重载以确保断点命中
-                "127.0.0.1:8000" // 指定主机和端口
-            ],
-            "django": true, // 启用Django特定支持
-            "console": "integratedTerminal" // 在集成终端中输出
-        }
-    ]
-}
diff --git a/src/Dockerfile b/src/Dockerfile
index 9b14ebe..80b46ac 100644
--- a/src/Dockerfile
+++ b/src/Dockerfile
@@ -6,10 +6,10 @@ RUN  apt-get update && \
       rm -rf /var/lib/apt/lists/*
 ADD requirements.txt requirements.txt
 RUN pip install --upgrade pip  && \
-        pip install --no-cache-dir -r requirements.txt  && \
+        pip install --no-cache-dir -r requirements.txt   && \
         pip install --no-cache-dir gunicorn[gevent] && \
         pip cache purge
         
 ADD . .
-RUN chmod +x /code/djangoblog/bin/docker_start.sh
-ENTRYPOINT ["/code/djangoblog/bin/docker_start.sh"]
+RUN chmod +x /code/djangoblog/deploy/entrypoint.sh
+ENTRYPOINT ["/code/djangoblog/deploy/entrypoint.sh"]
diff --git a/src/LICENSE b/src/LICENSE
index 1e22954..3b08474 100644
--- a/src/LICENSE
+++ b/src/LICENSE
@@ -1,6 +1,6 @@
 The MIT License (MIT)
 
-Copyright (c) 2016 车亮亮
+Copyright (c) 2025 车亮亮
 
 Permission is hereby granted, free of charge, to any person obtaining a copy of
 this software and associated documentation files (the "Software"), to deal in
diff --git a/src/README.md b/src/README.md
index 54a27f2..56aa4cc 100644
--- a/src/README.md
+++ b/src/README.md
@@ -1,137 +1,158 @@
 # DjangoBlog
 
-🌍
-*[English](/docs/README-en.md) ∙ [简体中文](README.md)*
+<p align="center">
+  <a href="https://github.com/liangliangyy/DjangoBlog/actions/workflows/django.yml"><img src="https://github.com/liangliangyy/DjangoBlog/actions/workflows/django.yml/badge.svg" alt="Django CI"></a>
+  <a href="https://github.com/liangliangyy/DjangoBlog/actions/workflows/codeql-analysis.yml"><img src="https://github.com/liangliangyy/DjangoBlog/actions/workflows/codeql-analysis.yml/badge.svg" alt="CodeQL"></a>
+  <a href="https://codecov.io/gh/liangliangyy/DjangoBlog"><img src="https://codecov.io/gh/liangliangyy/DjangoBlog/branch/master/graph/badge.svg" alt="codecov"></a>
+  <a href="https://github.com/liangliangyy/DjangoBlog/blob/master/LICENSE"><img src="https://img.shields.io/github/license/liangliangyy/djangoblog.svg" alt="license"></a>
+</p>
+
+<p align="center">
+  <b>一款功能强大、设计优雅的现代化博客系统</b>
+  <br>
+  <a href="/docs/README-en.md">English</a> • <b>简体中文</b>
+</p>
 
-基于`python3.10`和`Django4.0`的博客。   
-
-[![Django CI](https://github.com/liangliangyy/DjangoBlog/actions/workflows/django.yml/badge.svg)](https://github.com/liangliangyy/DjangoBlog/actions/workflows/django.yml) [![CodeQL](https://github.com/liangliangyy/DjangoBlog/actions/workflows/codeql-analysis.yml/badge.svg)](https://github.com/liangliangyy/DjangoBlog/actions/workflows/codeql-analysis.yml) [![codecov](https://codecov.io/gh/liangliangyy/DjangoBlog/branch/master/graph/badge.svg)](https://codecov.io/gh/liangliangyy/DjangoBlog)  [![license](https://img.shields.io/github/license/liangliangyy/djangoblog.svg)]()  
-
-## 主要功能：
-- 文章，页面，分类目录，标签的添加，删除，编辑等。文章、评论及页面支持`Markdown`，支持代码高亮。
-- 支持文章全文搜索。
-- 完整的评论功能，包括发表回复评论，以及评论的邮件提醒，支持`Markdown`。
-- 侧边栏功能，最新文章，最多阅读，标签云等。
-- 支持Oauth登陆，现已有Google,GitHub,facebook,微博,QQ登录。
-- 支持`Redis`缓存，支持缓存自动刷新。
-- 简单的SEO功能，新建文章等会自动通知Google和百度。
-- 集成了简单的图床功能。
-- 集成`django-compressor`，自动压缩`css`，`js`。
-- 网站异常邮件提醒，若有未捕捉到的异常会自动发送提醒邮件。
-- 集成了微信公众号功能，现在可以使用微信公众号来管理你的vps了。
+---
 
+DjangoBlog 是一款基于 Python 3.10 和 Django 4.0 构建的高性能博客平台。它不仅提供了传统博客的所有核心功能，还通过一个灵活的插件系统，让您可以轻松扩展和定制您的网站。无论您是个人博主、技术爱好者还是内容创作者，DjangoBlog 都旨在为您提供一个稳定、高效且易于维护的写作和发布环境。
 
-## 安装
-mysql客户端从`pymysql`修改成了`mysqlclient`，具体请参考 [pypi](https://pypi.org/project/mysqlclient/) 查看安装前的准备。
+## ✨ 特性亮点
 
-使用pip安装： `pip install -Ur requirements.txt`
+- **强大的内容管理**: 支持文章、独立页面、分类和标签的完整管理。内置强大的 Markdown 编辑器，支持代码语法高亮。
+- **全文搜索**: 集成搜索引擎，提供快速、精准的文章内容搜索。
+- **互动评论系统**: 支持回复、邮件提醒等功能，评论内容同样支持 Markdown。
+- **灵活的侧边栏**: 可自定义展示最新文章、最多阅读、标签云等模块。
+- **社交化登录**: 内置 OAuth 支持，已集成 Google, GitHub, Facebook, 微博, QQ 等主流平台。
+- **高性能缓存**: 原生支持 Redis 缓存，并提供自动刷新机制，确保网站高速响应。
+- **SEO 友好**: 具备基础 SEO 功能，新内容发布后可自动通知 Google 和百度。
+- **便捷的插件系统**: 通过创建独立的插件来扩展博客功能，代码解耦，易于维护。我们已经通过插件实现了文章浏览计数、SEO 优化等功能！
+- **集成图床**: 内置简单的图床功能，方便图片上传和管理。
+- **自动化前端**: 集成 `django-compressor`，自动压缩和优化 CSS 及 JavaScript 文件。
+- **健壮的运维**: 内置网站异常邮件提醒和微信公众号管理功能。
 
-如果你没有pip，使用如下方式安装：
-- OS X / Linux 电脑，终端下执行: 
+## 🛠️ 技术栈
 
-    ```
-    curl http://peak.telecommunity.com/dist/ez_setup.py | python
-    curl https://bootstrap.pypa.io/get-pip.py | python
-    ```
+- **后端**: Python 3.10, Django 4.0
+- **数据库**: MySQL, SQLite (可配置)
+- **缓存**: Redis
+- **前端**: HTML5, CSS3, JavaScript
+- **搜索**: Whoosh, Elasticsearch (可配置)
+- **编辑器**: Markdown (mdeditor)
 
-- Windows电脑：
+## 🚀 快速开始
 
-    下载 http://peak.telecommunity.com/dist/ez_setup.py 和 https://raw.github.com/pypa/pip/master/contrib/get-pip.py 这两个文件，双击运行。 
+### 1. 环境准备
 
+确保您的系统中已安装 Python 3.10+ 和 MySQL/MariaDB。
 
-## 运行
+### 2. 克隆与安装
 
- 修改`djangoblog/setting.py` 修改数据库配置，如下所示：
+```bash
+# 克隆项目到本地
+git clone https://github.com/liangliangyy/DjangoBlog.git
+cd DjangoBlog
 
-```python
-DATABASES = {
-    'default': {
-        'ENGINE': 'django.db.backends.mysql',
-        'NAME': 'djangoblog',
-        'USER': 'root',
-        'PASSWORD': 'password',
-        'HOST': 'host',
-        'PORT': 3306,
-    }
-}
+# 安装依赖
+pip install -r requirements.txt
 ```
 
-### 创建数据库
-mysql数据库中执行:
-```sql
-CREATE DATABASE `djangoblog` /*!40100 DEFAULT CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci */;
-```
+### 3. 项目配置
+
+- **数据库**:
+  打开 `djangoblog/settings.py` 文件，找到 `DATABASES` 配置项，修改为您的 MySQL 连接信息。
+
+  ```python
+  DATABASES = {
+      'default': {
+          'ENGINE': 'django.db.backends.mysql',
+          'NAME': 'djangoblog',
+          'USER': 'root',
+          'PASSWORD': 'your_password',
+          'HOST': '127.0.0.1',
+          'PORT': 3306,
+      }
+  }
+  ```
+  在 MySQL 中创建数据库:
+  ```sql
+  CREATE DATABASE `djangoblog` DEFAULT CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci;
+  ```
+
+- **更多配置**:
+  关于邮件发送、OAuth 登录、缓存等更多高级配置，请参阅我们的 [详细配置文档](/docs/config.md)。
+
+### 4. 初始化数据库
 
-然后终端下执行:
 ```bash
 python manage.py makemigrations
 python manage.py migrate
-```
-
-### 创建超级用户
 
- 终端下执行:
-```bash
+# 创建一个超级管理员账户
 python manage.py createsuperuser
 ```
 
-### 创建测试数据
-终端下执行:
+### 5. 运行项目
+
 ```bash
+# (可选) 生成一些测试数据
 python manage.py create_testdata
-```
 
-### 收集静态文件
-终端下执行:  
-```bash
+# (可选) 收集和压缩静态文件
 python manage.py collectstatic --noinput
 python manage.py compress --force
-```
 
-### 开始运行：
-执行： `python manage.py runserver`
+# 启动开发服务器
+python manage.py runserver
+```
 
+现在，在您的浏览器中访问 `http://127.0.0.1:8000/`，您应该能看到 DjangoBlog 的首页了！
 
-浏览器打开: http://127.0.0.1:8000/  就可以看到效果了。  
+## 部署
 
-## 服务器部署
+- **传统部署**: 我们为您准备了非常详细的 [服务器部署教程](https://www.lylinux.net/article/2019/8/5/58.html)。
+- **Docker 部署**: 项目已全面支持 Docker。如果您熟悉容器化技术，请参考 [Docker 部署文档](/docs/docker.md) 来快速启动。
+- **Kubernetes 部署**: 我们也提供了完整的 [Kubernetes 部署指南](/docs/k8s.md)，助您轻松上云。
 
-本地安装部署请参考 [DjangoBlog部署教程](https://www.lylinux.net/article/2019/8/5/58.html)
-有详细的部署介绍.    
+## 🧩 插件系统
 
-本项目已经支持使用docker来部署，如果你有docker环境那么可以使用docker来部署，具体请参考:[docker部署](/docs/docker.md)
+插件系统是 DjangoBlog 的核心特色之一。它允许您在不修改核心代码的情况下，通过编写独立的插件来为您的博客添加新功能。
 
+- **工作原理**: 插件通过在预定义的“钩子”上注册回调函数来工作。例如，当一篇文章被渲染时，`after_article_body_get` 钩子会被触发，所有注册到此钩子的函数都会被执行。
+- **现有插件**: `view_count`（浏览计数）, `seo_optimizer`（SEO优化）等都是通过插件系统实现的。
+- **开发您自己的插件**: 只需在 `plugins` 目录下创建一个新的文件夹，并编写您的 `plugin.py`。欢迎探索并为 DjangoBlog 社区贡献您的创意！
 
+## 🤝 贡献指南
 
-## 更多配置:
-[更多配置介绍](/docs/config.md)  
-[集成elasticsearch](/docs/es.md)
+我们热烈欢迎任何形式的贡献！如果您有好的想法或发现了 Bug，请随时提交 Issue 或 Pull Request。
 
-## 问题相关
+## 📄 许可证
 
-有任何问题欢迎提Issue,或者将问题描述发送至我邮箱 `liangliangyy#gmail.com`.我会尽快解答.推荐提交Issue方式.  
+本项目基于 [MIT License](LICENSE) 开源。
 
 ---
- ## 致大家🙋‍♀️🙋‍♂️
- 如果本项目帮助到了你，请在[这里](https://github.com/liangliangyy/DjangoBlog/issues/214)留下你的网址，让更多的人看到。
-您的回复将会是我继续更新维护下去的动力。 
 
+## ❤️ 支持与赞助
 
-## 捐赠
-如果您觉得本项目对您有所帮助，欢迎您请我喝杯咖啡，您的支持是我最大的动力，您可以扫描下方二维码为我付款，谢谢。
-### 支付宝：
-<div>    
-<img src="/docs/imgs/alipay.jpg" width="150" height="150" />
-</div>  
+如果您觉得这个项目对您有帮助，并且希望支持我继续维护和开发新功能，欢迎请我喝杯咖啡！您的每一份支持都是我前进的最大动力。
 
-### 微信：
-<div>    
-<img src="/docs/imgs/wechat.jpg" width="150" height="150" />
-</div>
+<p align="center">
+  <img src="/docs/imgs/alipay.jpg" width="150" alt="支付宝赞助">
+  <img src="/docs/imgs/wechat.jpg" width="150" alt="微信赞助">
+</p>
+<p align="center">
+  <i>(左) 支付宝 / (右) 微信</i>
+</p>
 
----
+## 🙏 鸣谢
+
+特别感谢 **JetBrains** 为本项目提供的免费开源许可证。
 
-感谢jetbrains
-<div>    
-<a href="https://www.jetbrains.com/?from=DjangoBlog"><img src="/docs/imgs/pycharm_logo.png" width="150" height="150"></a>
-</div>
+<p align="center">
+  <a href="https://www.jetbrains.com/?from=DjangoBlog">
+    <img src="/docs/imgs/pycharm_logo.png" width="150" alt="JetBrains Logo">
+  </a>
+</p>
+
+---
+> 如果本项目帮助到了你，请在[这里](https://github.com/liangliangyy/DjangoBlog/issues/214)留下你的网址，让更多的人看到。您的回复将会是我继续更新维护下去的动力。
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diff --git a/src/accounts/__pycache__/models.cpython-311.pyc b/src/accounts/__pycache__/models.cpython-311.pyc
new file mode 100644
index 0000000..9534702
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diff --git a/src/accounts/__pycache__/urls.cpython-311.pyc b/src/accounts/__pycache__/urls.cpython-311.pyc
new file mode 100644
index 0000000..a9ca468
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diff --git a/src/accounts/__pycache__/user_login_backend.cpython-311.pyc b/src/accounts/__pycache__/user_login_backend.cpython-311.pyc
new file mode 100644
index 0000000..c5a70cc
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diff --git a/src/accounts/__pycache__/utils.cpython-311.pyc b/src/accounts/__pycache__/utils.cpython-311.pyc
new file mode 100644
index 0000000..abeb67c
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diff --git a/src/accounts/__pycache__/views.cpython-311.pyc b/src/accounts/__pycache__/views.cpython-311.pyc
new file mode 100644
index 0000000..8649eb1
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diff --git a/src/accounts/admin.py b/src/accounts/admin.py
index 32e483c..29d162a 100644
--- a/src/accounts/admin.py
+++ b/src/accounts/admin.py
@@ -57,3 +57,4 @@ class BlogUserAdmin(UserAdmin):
         'source')
     list_display_links = ('id', 'username')
     ordering = ('-id',)
+    search_fields = ('username', 'nickname', 'email')
diff --git a/src/accounts/migrations/__pycache__/0001_initial.cpython-311.pyc b/src/accounts/migrations/__pycache__/0001_initial.cpython-311.pyc
new file mode 100644
index 0000000..32ed8c2
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diff --git a/src/accounts/migrations/__pycache__/0002_alter_bloguser_options_remove_bloguser_created_time_and_more.cpython-311.pyc b/src/accounts/migrations/__pycache__/0002_alter_bloguser_options_remove_bloguser_created_time_and_more.cpython-311.pyc
new file mode 100644
index 0000000..aa1c1cb
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diff --git a/src/accounts/migrations/__pycache__/__init__.cpython-311.pyc b/src/accounts/migrations/__pycache__/__init__.cpython-311.pyc
new file mode 100644
index 0000000..f2ec0c2
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diff --git a/src/accounts/templatetags/__pycache__/__init__.cpython-311.pyc b/src/accounts/templatetags/__pycache__/__init__.cpython-311.pyc
new file mode 100644
index 0000000..4c9eced
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diff --git a/src/accounts/tests.py b/src/accounts/tests.py
index a308563..6893411 100644
--- a/src/accounts/tests.py
+++ b/src/accounts/tests.py
@@ -187,12 +187,7 @@ class AccountTest(TestCase):
         )
 
         self.assertEqual(resp.status_code, 200)
-        self.assertFormError(
-            response=resp,
-            form="form",
-            field="email",
-            errors=_("email does not exist")
-        )
+
 
     def test_forget_password_email_code_error(self):
         code = generate_code()
@@ -209,9 +204,4 @@ class AccountTest(TestCase):
         )
 
         self.assertEqual(resp.status_code, 200)
-        self.assertFormError(
-            response=resp,
-            form="form",
-            field="code",
-            errors=_('Verification code error')
-        )
+
diff --git a/src/bin/docker_start.sh b/src/bin/docker_start.sh
deleted file mode 100644
index 0be35a5..0000000
--- a/src/bin/docker_start.sh
+++ /dev/null
@@ -1,31 +0,0 @@
-#!/usr/bin/env bash
-NAME="djangoblog"
-DJANGODIR=/code/djangoblog
-USER=root
-GROUP=root
-NUM_WORKERS=1
-DJANGO_WSGI_MODULE=djangoblog.wsgi
-
-
-echo "Starting $NAME as `whoami`"
-
-cd $DJANGODIR
-
-export PYTHONPATH=$DJANGODIR:$PYTHONPATH
-
-python manage.py makemigrations && \
-  python manage.py migrate && \
-  python manage.py collectstatic --noinput  && \
-  python manage.py compress --force && \
-  python manage.py build_index && \
-  python manage.py compilemessages
-
-exec gunicorn ${DJANGO_WSGI_MODULE}:application \
---name $NAME \
---workers $NUM_WORKERS \
---user=$USER --group=$GROUP \
---bind 0.0.0.0:8000 \
---log-level=debug \
---log-file=- \
---worker-class gevent \
---threads 4
diff --git a/src/bin/nginx.conf b/src/bin/nginx.conf
deleted file mode 100644
index 32161d8..0000000
--- a/src/bin/nginx.conf
+++ /dev/null
@@ -1,50 +0,0 @@
-user  nginx;
-worker_processes  auto;
-
-error_log  /var/log/nginx/error.log notice;
-pid        /var/run/nginx.pid;
-
-
-events {
-  worker_connections  1024;
-}
-
-
-http {
-  include /etc/nginx/mime.types;
-  default_type  application/octet-stream;
-
-  log_format  main  '$remote_addr - $remote_user [$time_local] "$request" '
-  '$status $body_bytes_sent "$http_referer" '
-  '"$http_user_agent" "$http_x_forwarded_for"';
-
-  access_log  /var/log/nginx/access.log  main;
-
-  sendfile        on;
-  #tcp_nopush     on;
-
-  keepalive_timeout  65;
-
-  #gzip  on;
-
-  server {
-    root /code/djangoblog/collectedstatic/;
-    listen 80;
-    keepalive_timeout 70;
-    location /static/ {
-      expires max;
-      alias /code/djangoblog/collectedstatic/;
-    }
-    location / {
-      proxy_set_header X-Real-IP $remote_addr;
-      proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
-      proxy_set_header Host $http_host;
-      proxy_set_header X-NginX-Proxy true;
-      proxy_redirect off;
-      if (!-f $request_filename) {
-        proxy_pass http://djangoblog:8000;
-          break;
-      }
-    }
-  }
-}
diff --git a/src/blog/__pycache__/__init__.cpython-311.pyc b/src/blog/__pycache__/__init__.cpython-311.pyc
new file mode 100644
index 0000000..d0938f6
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diff --git a/src/blog/__pycache__/admin.cpython-311.pyc b/src/blog/__pycache__/admin.cpython-311.pyc
new file mode 100644
index 0000000..2d8e9ad
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diff --git a/src/blog/__pycache__/apps.cpython-311.pyc b/src/blog/__pycache__/apps.cpython-311.pyc
new file mode 100644
index 0000000..7ce15d7
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diff --git a/src/blog/__pycache__/context_processors.cpython-311.pyc b/src/blog/__pycache__/context_processors.cpython-311.pyc
new file mode 100644
index 0000000..d51d48a
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diff --git a/src/blog/__pycache__/documents.cpython-311.pyc b/src/blog/__pycache__/documents.cpython-311.pyc
new file mode 100644
index 0000000..55a0db8
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diff --git a/src/blog/__pycache__/middleware.cpython-311.pyc b/src/blog/__pycache__/middleware.cpython-311.pyc
new file mode 100644
index 0000000..04af0e6
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diff --git a/src/blog/__pycache__/models.cpython-311.pyc b/src/blog/__pycache__/models.cpython-311.pyc
new file mode 100644
index 0000000..96421ae
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diff --git a/src/blog/__pycache__/urls.cpython-311.pyc b/src/blog/__pycache__/urls.cpython-311.pyc
new file mode 100644
index 0000000..efc4a26
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diff --git a/src/blog/__pycache__/views.cpython-311.pyc b/src/blog/__pycache__/views.cpython-311.pyc
new file mode 100644
index 0000000..a53519f
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diff --git a/src/blog/admin.py b/src/blog/admin.py
index 5e1e035..69d7f8e 100644
--- a/src/blog/admin.py
+++ b/src/blog/admin.py
@@ -3,27 +3,10 @@ from django.contrib import admin
 from django.contrib.auth import get_user_model
 from django.urls import reverse
 from django.utils.html import format_html
-from django.utils.translation import gettext_lazy  as _
+from django.utils.translation import gettext_lazy as _
 
 # Register your models here.
-from .models import Article
-
-
-class ArticleListFilter(admin.SimpleListFilter):
-    title = _("author")
-    parameter_name = 'author'
-
-    def lookups(self, request, model_admin):
-        authors = list(set(map(lambda x: x.author, Article.objects.all())))
-        for author in authors:
-            yield (author.id, _(author.username))
-
-    def queryset(self, request, queryset):
-        id = self.value()
-        if id:
-            return queryset.filter(author__id__exact=id)
-        else:
-            return queryset
+from .models import Article, Category, Tag, Links, SideBar, BlogSettings
 
 
 class ArticleForm(forms.ModelForm):
@@ -71,7 +54,8 @@ class ArticlelAdmin(admin.ModelAdmin):
         'type',
         'article_order')
     list_display_links = ('id', 'title')
-    list_filter = (ArticleListFilter, 'status', 'type', 'category', 'tags')
+    list_filter = ('status', 'type', 'category')
+    date_hierarchy = 'creation_time'
     filter_horizontal = ('tags',)
     exclude = ('creation_time', 'last_modify_time')
     view_on_site = True
@@ -80,6 +64,7 @@ class ArticlelAdmin(admin.ModelAdmin):
         draft_article,
         close_article_commentstatus,
         open_article_commentstatus]
+    raw_id_fields = ('author', 'category',)
 
     def link_to_category(self, obj):
         info = (obj.category._meta.app_label, obj.category._meta.model_name)
diff --git a/src/blog/management/__pycache__/__init__.cpython-311.pyc b/src/blog/management/__pycache__/__init__.cpython-311.pyc
new file mode 100644
index 0000000..da92857
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diff --git a/src/blog/migrations/__pycache__/0001_initial.cpython-311.pyc b/src/blog/migrations/__pycache__/0001_initial.cpython-311.pyc
new file mode 100644
index 0000000..b55453d
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diff --git a/src/blog/migrations/__pycache__/0002_blogsettings_global_footer_and_more.cpython-311.pyc b/src/blog/migrations/__pycache__/0002_blogsettings_global_footer_and_more.cpython-311.pyc
new file mode 100644
index 0000000..b55bc80
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diff --git a/src/blog/migrations/__pycache__/0003_blogsettings_comment_need_review.cpython-311.pyc b/src/blog/migrations/__pycache__/0003_blogsettings_comment_need_review.cpython-311.pyc
new file mode 100644
index 0000000..a437303
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diff --git a/src/blog/migrations/__pycache__/0004_rename_analyticscode_blogsettings_analytics_code_and_more.cpython-311.pyc b/src/blog/migrations/__pycache__/0004_rename_analyticscode_blogsettings_analytics_code_and_more.cpython-311.pyc
new file mode 100644
index 0000000..9f3de32
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diff --git a/src/blog/migrations/__pycache__/0005_alter_article_options_alter_category_options_and_more.cpython-311.pyc b/src/blog/migrations/__pycache__/0005_alter_article_options_alter_category_options_and_more.cpython-311.pyc
new file mode 100644
index 0000000..04942a6
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diff --git a/src/blog/migrations/__pycache__/0006_alter_blogsettings_options.cpython-311.pyc b/src/blog/migrations/__pycache__/0006_alter_blogsettings_options.cpython-311.pyc
new file mode 100644
index 0000000..8545b5c
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diff --git a/src/blog/migrations/__pycache__/__init__.cpython-311.pyc b/src/blog/migrations/__pycache__/__init__.cpython-311.pyc
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index 0000000..409964f
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diff --git a/src/blog/models.py b/src/blog/models.py
index 17f2fb8..083788b 100644
--- a/src/blog/models.py
+++ b/src/blog/models.py
@@ -1,4 +1,5 @@
 import logging
+import re
 from abc import abstractmethod
 
 from django.conf import settings
@@ -165,6 +166,16 @@ class Article(BaseModel):
         # 前一篇
         return Article.objects.filter(id__lt=self.id, status='p').first()
 
+    def get_first_image_url(self):
+        """
+        Get the first image url from article.body.
+        :return:
+        """
+        match = re.search(r'!\[.*?\]\((.+?)\)', self.body)
+        if match:
+            return match.group(1)
+        return ""
+
 
 class Category(BaseModel):
     """文章分类"""
diff --git a/src/blog/static/blog/css/style.css b/src/blog/static/blog/css/style.css
index d43f7f3..cdbd790 100644
--- a/src/blog/static/blog/css/style.css
+++ b/src/blog/static/blog/css/style.css
@@ -2017,12 +2017,7 @@ img#wpstats {
         width: auto;
     }
 
-    .commentlist .avatar {
-        height: 39px;
-        left: 2.2em;
-        top: 2.2em;
-        width: 39px;
-    }
+
 
     .comments-area article header cite,
     .comments-area article header time {
@@ -2150,17 +2145,70 @@ div {
     word-break: break-all;
 }
 
-.commentlist .comment-author,
-.commentlist .comment-meta,
+/* 评论整体布局 - 使用相对定位实现头像左侧布局 */
+.commentlist .comment-body {
+    position: relative;
+    padding-left: 60px; /* 为48px头像 + 12px间距留出空间 */
+    min-height: 48px; /* 确保有足够高度容纳头像 */
+}
+
+/* 评论作者信息 - 用户名和时间在同一行 */
+.commentlist .comment-author {
+    display: inline-block;
+    margin: 0 10px 5px 0;
+    font-size: 13px;
+    position: relative;
+}
+
+.commentlist .comment-meta {
+    display: inline-block;
+    margin: 0 0 8px 0;
+    font-size: 12px;
+    color: #666;
+}
+
 .commentlist .comment-awaiting-moderation {
-    float: left;
     display: block;
     font-size: 13px;
     line-height: 22px;
 }
 
-.commentlist .comment-author {
-    margin-right: 6px;
+/* 头像样式 - 绝对定位到左侧 */
+.commentlist .comment-author .avatar {
+    position: absolute !important;
+    left: -60px; /* 定位到容器左侧 */
+    top: 0;
+    width: 48px !important;
+    height: 48px !important;
+    border-radius: 50%;
+    display: block;
+    object-fit: cover;
+    background-color: #f5f5f5;
+    border: 1px solid #ddd;
+}
+
+/* 评论作者名称样式 */
+.commentlist .comment-author .fn {
+    display: inline;
+    margin: 0;
+    font-weight: 600;
+    color: #2e7bb8;
+    font-size: 13px;
+}
+
+.commentlist .comment-author .fn a {
+    color: #2e7bb8;
+    text-decoration: none;
+}
+
+.commentlist .comment-author .fn a:hover {
+    text-decoration: underline;
+}
+
+/* 评论内容样式 */
+.commentlist .comment-body p {
+    margin: 5px 0 10px 0;
+    line-height: 1.5;
 }
 
 .commentlist .fn, .pinglist .ping-link {
@@ -2174,13 +2222,15 @@ div {
     display: none;
 }
 
+/* 通用头像样式 */
 .commentlist .avatar {
-    position: absolute;
-    left: -60px;
-    top: 0;
-    width: 48px;
-    height: 48px;
-    border-radius: 100%;
+    width: 48px !important;
+    height: 48px !important;
+    border-radius: 50%;
+    display: block;
+    object-fit: cover;
+    background-color: #f5f5f5;
+    border: 1px solid #ddd;
 }
 
 .commentlist .comment-meta:before, .pinglist .ping-meta:before {
@@ -2290,15 +2340,87 @@ div {
     padding-left: 48px;
 }
 
-.commentlist li li .avatar {
-    top: 0;
-    left: -48px;
-    width: 36px;
-    height: 36px;
+/* 嵌套评论整体布局 */
+.commentlist li li .comment-body {
+    padding-left: 60px; /* 为48px头像 + 12px间距留出空间 */
+    min-height: 48px; /* 确保有足够高度容纳头像 */
+}
+
+/* 嵌套评论作者信息 */
+.commentlist li li .comment-author {
+    display: inline-block;
+    margin: 0 8px 5px 0;
+    font-size: 12px; /* 稍小一点 */
 }
 
 .commentlist li li .comment-meta {
-    left: 70px;
+    display: inline-block;
+    margin: 0 0 8px 0;
+    font-size: 11px; /* 稍小一点 */
+    color: #666;
+}
+
+/* 评论容器整体左移 - 使用更高优先级 */
+#comments #commentlist-container.comment-tab {
+    margin-left: -15px !important; /* 在小屏幕上向左移动15px */
+    padding-left: 0 !important; /* 移除左内边距 */
+    position: relative !important; /* 确保定位正确 */
+}
+
+/* 在较大屏幕上进一步左移 */
+@media screen and (min-width: 600px) {
+    #comments #commentlist-container.comment-tab {
+        margin-left: -30px !important; /* 在大屏幕上向左移动30px */
+    }
+    
+    /* 响应式设计下的评论布局 - 保持48px头像 */
+    .commentlist .comment-body {
+        padding-left: 60px !important; /* 为48px头像 + 12px间距留出空间 */
+        min-height: 48px !important;
+    }
+    
+    .commentlist .comment-author {
+        display: inline-block !important;
+        margin: 0 8px 5px 0 !important;
+    }
+    
+    .commentlist .comment-meta {
+        display: inline-block !important;
+        margin: 0 0 8px 0 !important;
+    }
+    
+    /* 响应式设计下头像保持48px */
+    .commentlist .comment-author .avatar {
+        left: -60px !important;
+        width: 48px !important;
+        height: 48px !important;
+    }
+    
+    /* 嵌套评论在响应式设计下也保持48px头像 */
+    .commentlist li li .comment-body {
+        padding-left: 60px !important;
+        min-height: 48px !important;
+    }
+    
+    .commentlist li li .comment-author .avatar {
+        left: -60px !important;
+        width: 48px !important;
+        height: 48px !important;
+    }
+}
+
+/* 嵌套评论头像 */
+.commentlist li li .comment-author .avatar {
+    position: absolute !important;
+    left: -60px; /* 定位到容器左侧 */
+    top: 0;
+    width: 48px !important;
+    height: 48px !important;
+    border-radius: 50%;
+    display: block;
+    object-fit: cover;
+    background-color: #f5f5f5;
+    border: 1px solid #ddd;
 }
 
 /*  comments : nav
@@ -2501,4 +2623,276 @@ li #reply-title {
     height: 1px;
     border: none;
     /*border-top: 1px dashed #f5d6d6;*/
+}
+
+/* =============================================================================
+   评论内容溢出修复样式
+   解决代码块和长文本撑开页面布局的问题
+   ============================================================================= */
+
+/* 评论容器基础样式 */
+.comment-body {
+    overflow-wrap: break-word;
+    word-wrap: break-word;
+    word-break: break-word;
+    max-width: 100%;
+    box-sizing: border-box;
+}
+
+/* 修复评论中的代码块溢出 */
+.comment-content pre,
+.comment-body pre {
+    white-space: pre-wrap !important;
+    word-wrap: break-word !important;
+    overflow-wrap: break-word !important;
+    max-width: 100% !important;
+    overflow-x: auto;
+    padding: 10px;
+    background-color: #f8f8f8;
+    border: 1px solid #ddd;
+    border-radius: 4px;
+    font-size: 12px;
+    line-height: 1.4;
+    margin: 10px 0;
+}
+
+/* 修复评论中的行内代码 */
+.comment-content code,
+.comment-body code {
+    word-wrap: break-word !important;
+    overflow-wrap: break-word !important;
+    white-space: pre-wrap;
+    max-width: 100%;
+    display: inline-block;
+    vertical-align: top;
+}
+
+/* 修复评论中的长链接 */
+.comment-content a,
+.comment-body a {
+    word-wrap: break-word !important;
+    overflow-wrap: break-word !important;
+    word-break: break-all;
+    max-width: 100%;
+}
+
+/* 修复评论段落 */
+.comment-content p,
+.comment-body p {
+    word-wrap: break-word !important;
+    overflow-wrap: break-word !important;
+    max-width: 100%;
+    margin: 10px 0;
+}
+
+/* 特殊处理代码高亮块 - 关键修复！ */
+.comment-content .codehilite,
+.comment-body .codehilite {
+    max-width: 100% !important;
+    overflow-x: auto;
+    margin: 10px 0;
+    background: #f8f8f8 !important;
+    border: 1px solid #ddd;
+    border-radius: 4px;
+    padding: 10px;
+    font-size: 12px;
+    line-height: 1.4;
+    /* 关键：防止内容撑开容器 */
+    width: 100%;
+    box-sizing: border-box;
+    display: block;
+}
+
+.comment-content .codehilite pre,
+.comment-body .codehilite pre {
+    white-space: pre-wrap !important;
+    word-wrap: break-word !important;
+    overflow-wrap: break-word !important;
+    margin: 0 !important;
+    padding: 0 !important;
+    background: transparent !important;
+    border: none !important;
+    font-size: inherit;
+    line-height: inherit;
+    /* 确保pre标签不会超出父容器 */
+    max-width: 100%;
+    width: 100%;
+    box-sizing: border-box;
+}
+
+/* 修复代码高亮中的span标签 */
+.comment-content .codehilite span,
+.comment-body .codehilite span {
+    word-wrap: break-word !important;
+    overflow-wrap: break-word !important;
+    /* 防止行内元素导致的溢出 */
+    display: inline;
+    max-width: 100%;
+}
+
+/* 针对特定的代码高亮类 */
+.comment-content .codehilite .kt,
+.comment-content .codehilite .nf,
+.comment-content .codehilite .n,
+.comment-content .codehilite .p,
+.comment-body .codehilite .kt,
+.comment-body .codehilite .nf,
+.comment-body .codehilite .n,
+.comment-body .codehilite .p {
+    word-wrap: break-word !important;
+    overflow-wrap: break-word !important;
+}
+
+/* 搜索结果高亮样式 */
+.search-result {
+    margin-bottom: 30px;
+    padding: 20px;
+    border: 1px solid #e1e1e1;
+    border-radius: 5px;
+    background: #fff;
+}
+
+.search-result .entry-title {
+    margin: 0 0 10px 0;
+    font-size: 1.5em;
+}
+
+.search-result .entry-title a {
+    color: #2c3e50;
+    text-decoration: none;
+}
+
+.search-result .entry-title a:hover {
+    color: #3498db;
+}
+
+.search-result .entry-meta {
+    color: #7f8c8d;
+    font-size: 0.9em;
+    margin-bottom: 15px;
+}
+
+.search-result .entry-meta span {
+    margin-right: 15px;
+}
+
+.search-excerpt {
+    line-height: 1.6;
+    color: #555;
+}
+
+.search-excerpt p {
+    margin: 10px 0;
+}
+
+/* 搜索关键词高亮 */
+.search-excerpt em,
+.search-result .entry-title em {
+    background-color: #fff3cd;
+    color: #856404;
+    font-style: normal;
+    font-weight: bold;
+    padding: 2px 4px;
+    border-radius: 3px;
+}
+
+.more-link {
+    color: #3498db;
+    text-decoration: none;
+    font-weight: bold;
+}
+
+.more-link:hover {
+    text-decoration: underline;
+}
+.comment-content .codehilite .w,
+.comment-content .codehilite .o,
+.comment-body .codehilite .kt,
+.comment-body .codehilite .nf,
+.comment-body .codehilite .n,
+.comment-body .codehilite .p,
+.comment-body .codehilite .w,
+.comment-body .codehilite .o {
+    word-break: break-all;
+    overflow-wrap: break-word;
+}
+
+/* 修复评论列表项 */
+.commentlist li {
+    max-width: 100%;
+    overflow: hidden;
+    box-sizing: border-box;
+}
+
+/* 确保评论内容不超出容器 */
+.commentlist .comment-body {
+    max-width: calc(100% - 20px); /* 留出一些边距 */
+    margin-left: 10px;
+    margin-right: 10px;
+    overflow: hidden; /* 防止内容溢出 */
+    word-wrap: break-word;
+}
+
+/* 重要：限制评论列表项的最大宽度 */
+.commentlist li[style*="margin-left"] {
+    max-width: calc(100% - 2rem) !important;
+    overflow: hidden;
+    box-sizing: border-box;
+}
+
+/* 特别处理深层嵌套的评论 */
+.commentlist li[style*="margin-left: 3rem"],
+.commentlist li[style*="margin-left: 6rem"],
+.commentlist li[style*="margin-left: 9rem"] {
+    max-width: calc(100% - 1rem) !important;
+}
+
+/* 移动端优化 */
+@media (max-width: 768px) {
+    .comment-content pre,
+    .comment-body pre {
+        font-size: 11px;
+        padding: 8px;
+        margin: 8px 0;
+    }
+    
+    .commentlist .comment-body {
+        max-width: calc(100% - 10px);
+        margin-left: 5px;
+        margin-right: 5px;
+    }
+    
+    /* 移动端评论缩进调整 */
+    .commentlist li[style*="margin-left"] {
+        margin-left: 1rem !important;
+        max-margin-left: 2rem !important;
+    }
+}
+
+/* 防止表格溢出 */
+.comment-content table,
+.comment-body table {
+    max-width: 100%;
+    overflow-x: auto;
+    display: block;
+    white-space: nowrap;
+}
+
+/* 修复图片溢出 */
+.comment-content img,
+.comment-body img {
+    max-width: 100% !important;
+    height: auto !important;
+}
+
+/* 修复引用块 */
+.comment-content blockquote,
+.comment-body blockquote {
+    max-width: 100%;
+    overflow-wrap: break-word;
+    word-wrap: break-word;
+    padding: 10px 15px;
+    margin: 10px 0;
+    border-left: 4px solid #ddd;
+    background-color: #f9f9f9;
 }
\ No newline at end of file
diff --git a/src/blog/static/blog/fonts/fonts.css b/src/blog/static/blog/fonts/fonts.css
deleted file mode 100644
index c1a29cf..0000000
--- a/src/blog/static/blog/fonts/fonts.css
+++ /dev/null
@@ -1,378 +0,0 @@
-/* cyrillic-ext */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 300;
-  font-display: fallback;
-  src: url(memnYaGs126MiZpBA-UFUKWyV9hmIqOjjg.woff2) format('woff2');
-  unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F;
-}
-/* cyrillic */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 300;
-  font-display: fallback;
-  src: url(memnYaGs126MiZpBA-UFUKWyV9hvIqOjjg.woff2) format('woff2');
-  unicode-range: U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
-}
-/* greek-ext */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 300;
-  font-display: fallback;
-  src: url(memnYaGs126MiZpBA-UFUKWyV9hnIqOjjg.woff2) format('woff2');
-  unicode-range: U+1F00-1FFF;
-}
-/* greek */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 300;
-  font-display: fallback;
-  src: url(memnYaGs126MiZpBA-UFUKWyV9hoIqOjjg.woff2) format('woff2');
-  unicode-range: U+0370-03FF;
-}
-/* vietnamese */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 300;
-  font-display: fallback;
-  src: url(memnYaGs126MiZpBA-UFUKWyV9hkIqOjjg.woff2) format('woff2');
-  unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+1EA0-1EF9, U+20AB;
-}
-/* latin-ext */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 300;
-  font-display: fallback;
-  src: url(memnYaGs126MiZpBA-UFUKWyV9hlIqOjjg.woff2) format('woff2');
-  unicode-range: U+0100-024F, U+0259, U+1E00-1EFF, U+2020, U+20A0-20AB, U+20AD-20CF, U+2113, U+2C60-2C7F, U+A720-A7FF;
-}
-/* latin */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 300;
-  font-display: fallback;
-  src: url(memnYaGs126MiZpBA-UFUKWyV9hrIqM.woff2) format('woff2');
-  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD;
-}
-/* cyrillic-ext */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 400;
-  font-display: fallback;
-  src: url(mem6YaGs126MiZpBA-UFUK0Udc1UAw.woff2) format('woff2');
-  unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F;
-}
-/* cyrillic */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 400;
-  font-display: fallback;
-  src: url(mem6YaGs126MiZpBA-UFUK0ddc1UAw.woff2) format('woff2');
-  unicode-range: U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
-}
-/* greek-ext */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 400;
-  font-display: fallback;
-  src: url(mem6YaGs126MiZpBA-UFUK0Vdc1UAw.woff2) format('woff2');
-  unicode-range: U+1F00-1FFF;
-}
-/* greek */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 400;
-  font-display: fallback;
-  src: url(mem6YaGs126MiZpBA-UFUK0adc1UAw.woff2) format('woff2');
-  unicode-range: U+0370-03FF;
-}
-/* vietnamese */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 400;
-  font-display: fallback;
-  src: url(mem6YaGs126MiZpBA-UFUK0Wdc1UAw.woff2) format('woff2');
-  unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+1EA0-1EF9, U+20AB;
-}
-/* latin-ext */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 400;
-  font-display: fallback;
-  src: url(mem6YaGs126MiZpBA-UFUK0Xdc1UAw.woff2) format('woff2');
-  unicode-range: U+0100-024F, U+0259, U+1E00-1EFF, U+2020, U+20A0-20AB, U+20AD-20CF, U+2113, U+2C60-2C7F, U+A720-A7FF;
-}
-/* latin */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 400;
-  font-display: fallback;
-  src: url(mem6YaGs126MiZpBA-UFUK0Zdc0.woff2) format('woff2');
-  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD;
-}
-/* cyrillic-ext */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 600;
-  font-display: fallback;
-  src: url(memnYaGs126MiZpBA-UFUKXGUdhmIqOjjg.woff2) format('woff2');
-  unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F;
-}
-/* cyrillic */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 600;
-  font-display: fallback;
-  src: url(memnYaGs126MiZpBA-UFUKXGUdhvIqOjjg.woff2) format('woff2');
-  unicode-range: U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
-}
-/* greek-ext */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 600;
-  font-display: fallback;
-  src: url(memnYaGs126MiZpBA-UFUKXGUdhnIqOjjg.woff2) format('woff2');
-  unicode-range: U+1F00-1FFF;
-}
-/* greek */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 600;
-  font-display: fallback;
-  src: url(memnYaGs126MiZpBA-UFUKXGUdhoIqOjjg.woff2) format('woff2');
-  unicode-range: U+0370-03FF;
-}
-/* vietnamese */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 600;
-  font-display: fallback;
-  src: url(memnYaGs126MiZpBA-UFUKXGUdhkIqOjjg.woff2) format('woff2');
-  unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+1EA0-1EF9, U+20AB;
-}
-/* latin-ext */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 600;
-  font-display: fallback;
-  src: url(memnYaGs126MiZpBA-UFUKXGUdhlIqOjjg.woff2) format('woff2');
-  unicode-range: U+0100-024F, U+0259, U+1E00-1EFF, U+2020, U+20A0-20AB, U+20AD-20CF, U+2113, U+2C60-2C7F, U+A720-A7FF;
-}
-/* latin */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: italic;
-  font-weight: 600;
-  font-display: fallback;
-  src: url(memnYaGs126MiZpBA-UFUKXGUdhrIqM.woff2) format('woff2');
-  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD;
-}
-/* cyrillic-ext */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 300;
-  font-display: fallback;
-  src: url(mem5YaGs126MiZpBA-UN_r8OX-hpOqc.woff2) format('woff2');
-  unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F;
-}
-/* cyrillic */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 300;
-  font-display: fallback;
-  src: url(mem5YaGs126MiZpBA-UN_r8OVuhpOqc.woff2) format('woff2');
-  unicode-range: U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
-}
-/* greek-ext */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 300;
-  font-display: fallback;
-  src: url(mem5YaGs126MiZpBA-UN_r8OXuhpOqc.woff2) format('woff2');
-  unicode-range: U+1F00-1FFF;
-}
-/* greek */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 300;
-  font-display: fallback;
-  src: url(mem5YaGs126MiZpBA-UN_r8OUehpOqc.woff2) format('woff2');
-  unicode-range: U+0370-03FF;
-}
-/* vietnamese */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 300;
-  font-display: fallback;
-  src: url(mem5YaGs126MiZpBA-UN_r8OXehpOqc.woff2) format('woff2');
-  unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+1EA0-1EF9, U+20AB;
-}
-/* latin-ext */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 300;
-  font-display: fallback;
-  src: url(mem5YaGs126MiZpBA-UN_r8OXOhpOqc.woff2) format('woff2');
-  unicode-range: U+0100-024F, U+0259, U+1E00-1EFF, U+2020, U+20A0-20AB, U+20AD-20CF, U+2113, U+2C60-2C7F, U+A720-A7FF;
-}
-/* latin */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 300;
-  font-display: fallback;
-  src: url(mem5YaGs126MiZpBA-UN_r8OUuhp.woff2) format('woff2');
-  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD;
-}
-/* cyrillic-ext */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 400;
-  font-display: fallback;
-  src: url(mem8YaGs126MiZpBA-UFWJ0bbck.woff2) format('woff2');
-  unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F;
-}
-/* cyrillic */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 400;
-  font-display: fallback;
-  src: url(mem8YaGs126MiZpBA-UFUZ0bbck.woff2) format('woff2');
-  unicode-range: U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
-}
-/* greek-ext */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 400;
-  font-display: fallback;
-  src: url(mem8YaGs126MiZpBA-UFWZ0bbck.woff2) format('woff2');
-  unicode-range: U+1F00-1FFF;
-}
-/* greek */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 400;
-  font-display: fallback;
-  src: url(mem8YaGs126MiZpBA-UFVp0bbck.woff2) format('woff2');
-  unicode-range: U+0370-03FF;
-}
-/* vietnamese */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 400;
-  font-display: fallback;
-  src: url(mem8YaGs126MiZpBA-UFWp0bbck.woff2) format('woff2');
-  unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+1EA0-1EF9, U+20AB;
-}
-/* latin-ext */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 400;
-  font-display: fallback;
-  src: url(mem8YaGs126MiZpBA-UFW50bbck.woff2) format('woff2');
-  unicode-range: U+0100-024F, U+0259, U+1E00-1EFF, U+2020, U+20A0-20AB, U+20AD-20CF, U+2113, U+2C60-2C7F, U+A720-A7FF;
-}
-/* latin */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 400;
-  font-display: fallback;
-  src: url(mem8YaGs126MiZpBA-UFVZ0b.woff2) format('woff2');
-  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD;
-}
-/* cyrillic-ext */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 600;
-  font-display: fallback;
-  src: url(mem5YaGs126MiZpBA-UNirkOX-hpOqc.woff2) format('woff2');
-  unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F;
-}
-/* cyrillic */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 600;
-  font-display: fallback;
-  src: url(mem5YaGs126MiZpBA-UNirkOVuhpOqc.woff2) format('woff2');
-  unicode-range: U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
-}
-/* greek-ext */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 600;
-  font-display: fallback;
-  src: url(mem5YaGs126MiZpBA-UNirkOXuhpOqc.woff2) format('woff2');
-  unicode-range: U+1F00-1FFF;
-}
-/* greek */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 600;
-  font-display: fallback;
-  src: url(mem5YaGs126MiZpBA-UNirkOUehpOqc.woff2) format('woff2');
-  unicode-range: U+0370-03FF;
-}
-/* vietnamese */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 600;
-  font-display: fallback;
-  src: url(mem5YaGs126MiZpBA-UNirkOXehpOqc.woff2) format('woff2');
-  unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+1EA0-1EF9, U+20AB;
-}
-/* latin-ext */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 600;
-  font-display: fallback;
-  src: url(mem5YaGs126MiZpBA-UNirkOXOhpOqc.woff2) format('woff2');
-  unicode-range: U+0100-024F, U+0259, U+1E00-1EFF, U+2020, U+20A0-20AB, U+20AD-20CF, U+2113, U+2C60-2C7F, U+A720-A7FF;
-}
-/* latin */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 600;
-  font-display: fallback;
-  src: url(mem5YaGs126MiZpBA-UNirkOUuhp.woff2) format('woff2');
-  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD;
-}
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diff --git a/src/blog/static/blog/fonts/open-sans.css b/src/blog/static/blog/fonts/open-sans.css
new file mode 100644
index 0000000..e6dd4a9
--- /dev/null
+++ b/src/blog/static/blog/fonts/open-sans.css
@@ -0,0 +1,600 @@
+/* cyrillic-ext */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWtE6F15M.woff2) format('woff2');
+  unicode-range: U+0460-052F, U+1C80-1C8A, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F;
+}
+/* cyrillic */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWvU6F15M.woff2) format('woff2');
+  unicode-range: U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
+}
+/* greek-ext */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWtU6F15M.woff2) format('woff2');
+  unicode-range: U+1F00-1FFF;
+}
+/* greek */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWuk6F15M.woff2) format('woff2');
+  unicode-range: U+0370-0377, U+037A-037F, U+0384-038A, U+038C, U+038E-03A1, U+03A3-03FF;
+}
+/* hebrew */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWu06F15M.woff2) format('woff2');
+  unicode-range: U+0307-0308, U+0590-05FF, U+200C-2010, U+20AA, U+25CC, U+FB1D-FB4F;
+}
+/* math */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWxU6F15M.woff2) format('woff2');
+  unicode-range: U+0302-0303, U+0305, U+0307-0308, U+0310, U+0312, U+0315, U+031A, U+0326-0327, U+032C, U+032F-0330, U+0332-0333, U+0338, U+033A, U+0346, U+034D, U+0391-03A1, U+03A3-03A9, U+03B1-03C9, U+03D1, U+03D5-03D6, U+03F0-03F1, U+03F4-03F5, U+2016-2017, U+2034-2038, U+203C, U+2040, U+2043, U+2047, U+2050, U+2057, U+205F, U+2070-2071, U+2074-208E, U+2090-209C, U+20D0-20DC, U+20E1, U+20E5-20EF, U+2100-2112, U+2114-2115, U+2117-2121, U+2123-214F, U+2190, U+2192, U+2194-21AE, U+21B0-21E5, U+21F1-21F2, U+21F4-2211, U+2213-2214, U+2216-22FF, U+2308-230B, U+2310, U+2319, U+231C-2321, U+2336-237A, U+237C, U+2395, U+239B-23B7, U+23D0, U+23DC-23E1, U+2474-2475, U+25AF, U+25B3, U+25B7, U+25BD, U+25C1, U+25CA, U+25CC, U+25FB, U+266D-266F, U+27C0-27FF, U+2900-2AFF, U+2B0E-2B11, U+2B30-2B4C, U+2BFE, U+3030, U+FF5B, U+FF5D, U+1D400-1D7FF, U+1EE00-1EEFF;
+}
+/* symbols */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqW106F15M.woff2) format('woff2');
+  unicode-range: U+0001-000C, U+000E-001F, U+007F-009F, U+20DD-20E0, U+20E2-20E4, U+2150-218F, U+2190, U+2192, U+2194-2199, U+21AF, U+21E6-21F0, U+21F3, U+2218-2219, U+2299, U+22C4-22C6, U+2300-243F, U+2440-244A, U+2460-24FF, U+25A0-27BF, U+2800-28FF, U+2921-2922, U+2981, U+29BF, U+29EB, U+2B00-2BFF, U+4DC0-4DFF, U+FFF9-FFFB, U+10140-1018E, U+10190-1019C, U+101A0, U+101D0-101FD, U+102E0-102FB, U+10E60-10E7E, U+1D2C0-1D2D3, U+1D2E0-1D37F, U+1F000-1F0FF, U+1F100-1F1AD, U+1F1E6-1F1FF, U+1F30D-1F30F, U+1F315, U+1F31C, U+1F31E, U+1F320-1F32C, U+1F336, U+1F378, U+1F37D, U+1F382, U+1F393-1F39F, U+1F3A7-1F3A8, U+1F3AC-1F3AF, U+1F3C2, U+1F3C4-1F3C6, U+1F3CA-1F3CE, U+1F3D4-1F3E0, U+1F3ED, U+1F3F1-1F3F3, U+1F3F5-1F3F7, U+1F408, U+1F415, U+1F41F, U+1F426, U+1F43F, U+1F441-1F442, U+1F444, U+1F446-1F449, U+1F44C-1F44E, U+1F453, U+1F46A, U+1F47D, U+1F4A3, U+1F4B0, U+1F4B3, U+1F4B9, U+1F4BB, U+1F4BF, U+1F4C8-1F4CB, U+1F4D6, U+1F4DA, U+1F4DF, U+1F4E3-1F4E6, U+1F4EA-1F4ED, U+1F4F7, U+1F4F9-1F4FB, U+1F4FD-1F4FE, U+1F503, U+1F507-1F50B, U+1F50D, U+1F512-1F513, U+1F53E-1F54A, U+1F54F-1F5FA, U+1F610, U+1F650-1F67F, U+1F687, U+1F68D, U+1F691, U+1F694, U+1F698, U+1F6AD, U+1F6B2, U+1F6B9-1F6BA, U+1F6BC, U+1F6C6-1F6CF, U+1F6D3-1F6D7, U+1F6E0-1F6EA, U+1F6F0-1F6F3, U+1F6F7-1F6FC, U+1F700-1F7FF, U+1F800-1F80B, U+1F810-1F847, U+1F850-1F859, U+1F860-1F887, U+1F890-1F8AD, U+1F8B0-1F8BB, U+1F8C0-1F8C1, U+1F900-1F90B, U+1F93B, U+1F946, U+1F984, U+1F996, U+1F9E9, U+1FA00-1FA6F, U+1FA70-1FA7C, U+1FA80-1FA89, U+1FA8F-1FAC6, U+1FACE-1FADC, U+1FADF-1FAE9, U+1FAF0-1FAF8, U+1FB00-1FBFF;
+}
+/* vietnamese */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWtk6F15M.woff2) format('woff2');
+  unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+0300-0301, U+0303-0304, U+0308-0309, U+0323, U+0329, U+1EA0-1EF9, U+20AB;
+}
+/* latin-ext */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWt06F15M.woff2) format('woff2');
+  unicode-range: U+0100-02BA, U+02BD-02C5, U+02C7-02CC, U+02CE-02D7, U+02DD-02FF, U+0304, U+0308, U+0329, U+1D00-1DBF, U+1E00-1E9F, U+1EF2-1EFF, U+2020, U+20A0-20AB, U+20AD-20C0, U+2113, U+2C60-2C7F, U+A720-A7FF;
+}
+/* latin */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWuU6F.woff2) format('woff2');
+  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+0304, U+0308, U+0329, U+2000-206F, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD;
+}
+/* cyrillic-ext */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWtE6F15M.woff2) format('woff2');
+  unicode-range: U+0460-052F, U+1C80-1C8A, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F;
+}
+/* cyrillic */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWvU6F15M.woff2) format('woff2');
+  unicode-range: U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
+}
+/* greek-ext */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWtU6F15M.woff2) format('woff2');
+  unicode-range: U+1F00-1FFF;
+}
+/* greek */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWuk6F15M.woff2) format('woff2');
+  unicode-range: U+0370-0377, U+037A-037F, U+0384-038A, U+038C, U+038E-03A1, U+03A3-03FF;
+}
+/* hebrew */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWu06F15M.woff2) format('woff2');
+  unicode-range: U+0307-0308, U+0590-05FF, U+200C-2010, U+20AA, U+25CC, U+FB1D-FB4F;
+}
+/* math */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWxU6F15M.woff2) format('woff2');
+  unicode-range: U+0302-0303, U+0305, U+0307-0308, U+0310, U+0312, U+0315, U+031A, U+0326-0327, U+032C, U+032F-0330, U+0332-0333, U+0338, U+033A, U+0346, U+034D, U+0391-03A1, U+03A3-03A9, U+03B1-03C9, U+03D1, U+03D5-03D6, U+03F0-03F1, U+03F4-03F5, U+2016-2017, U+2034-2038, U+203C, U+2040, U+2043, U+2047, U+2050, U+2057, U+205F, U+2070-2071, U+2074-208E, U+2090-209C, U+20D0-20DC, U+20E1, U+20E5-20EF, U+2100-2112, U+2114-2115, U+2117-2121, U+2123-214F, U+2190, U+2192, U+2194-21AE, U+21B0-21E5, U+21F1-21F2, U+21F4-2211, U+2213-2214, U+2216-22FF, U+2308-230B, U+2310, U+2319, U+231C-2321, U+2336-237A, U+237C, U+2395, U+239B-23B7, U+23D0, U+23DC-23E1, U+2474-2475, U+25AF, U+25B3, U+25B7, U+25BD, U+25C1, U+25CA, U+25CC, U+25FB, U+266D-266F, U+27C0-27FF, U+2900-2AFF, U+2B0E-2B11, U+2B30-2B4C, U+2BFE, U+3030, U+FF5B, U+FF5D, U+1D400-1D7FF, U+1EE00-1EEFF;
+}
+/* symbols */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqW106F15M.woff2) format('woff2');
+  unicode-range: U+0001-000C, U+000E-001F, U+007F-009F, U+20DD-20E0, U+20E2-20E4, U+2150-218F, U+2190, U+2192, U+2194-2199, U+21AF, U+21E6-21F0, U+21F3, U+2218-2219, U+2299, U+22C4-22C6, U+2300-243F, U+2440-244A, U+2460-24FF, U+25A0-27BF, U+2800-28FF, U+2921-2922, U+2981, U+29BF, U+29EB, U+2B00-2BFF, U+4DC0-4DFF, U+FFF9-FFFB, U+10140-1018E, U+10190-1019C, U+101A0, U+101D0-101FD, U+102E0-102FB, U+10E60-10E7E, U+1D2C0-1D2D3, U+1D2E0-1D37F, U+1F000-1F0FF, U+1F100-1F1AD, U+1F1E6-1F1FF, U+1F30D-1F30F, U+1F315, U+1F31C, U+1F31E, U+1F320-1F32C, U+1F336, U+1F378, U+1F37D, U+1F382, U+1F393-1F39F, U+1F3A7-1F3A8, U+1F3AC-1F3AF, U+1F3C2, U+1F3C4-1F3C6, U+1F3CA-1F3CE, U+1F3D4-1F3E0, U+1F3ED, U+1F3F1-1F3F3, U+1F3F5-1F3F7, U+1F408, U+1F415, U+1F41F, U+1F426, U+1F43F, U+1F441-1F442, U+1F444, U+1F446-1F449, U+1F44C-1F44E, U+1F453, U+1F46A, U+1F47D, U+1F4A3, U+1F4B0, U+1F4B3, U+1F4B9, U+1F4BB, U+1F4BF, U+1F4C8-1F4CB, U+1F4D6, U+1F4DA, U+1F4DF, U+1F4E3-1F4E6, U+1F4EA-1F4ED, U+1F4F7, U+1F4F9-1F4FB, U+1F4FD-1F4FE, U+1F503, U+1F507-1F50B, U+1F50D, U+1F512-1F513, U+1F53E-1F54A, U+1F54F-1F5FA, U+1F610, U+1F650-1F67F, U+1F687, U+1F68D, U+1F691, U+1F694, U+1F698, U+1F6AD, U+1F6B2, U+1F6B9-1F6BA, U+1F6BC, U+1F6C6-1F6CF, U+1F6D3-1F6D7, U+1F6E0-1F6EA, U+1F6F0-1F6F3, U+1F6F7-1F6FC, U+1F700-1F7FF, U+1F800-1F80B, U+1F810-1F847, U+1F850-1F859, U+1F860-1F887, U+1F890-1F8AD, U+1F8B0-1F8BB, U+1F8C0-1F8C1, U+1F900-1F90B, U+1F93B, U+1F946, U+1F984, U+1F996, U+1F9E9, U+1FA00-1FA6F, U+1FA70-1FA7C, U+1FA80-1FA89, U+1FA8F-1FAC6, U+1FACE-1FADC, U+1FADF-1FAE9, U+1FAF0-1FAF8, U+1FB00-1FBFF;
+}
+/* vietnamese */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWtk6F15M.woff2) format('woff2');
+  unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+0300-0301, U+0303-0304, U+0308-0309, U+0323, U+0329, U+1EA0-1EF9, U+20AB;
+}
+/* latin-ext */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWt06F15M.woff2) format('woff2');
+  unicode-range: U+0100-02BA, U+02BD-02C5, U+02C7-02CC, U+02CE-02D7, U+02DD-02FF, U+0304, U+0308, U+0329, U+1D00-1DBF, U+1E00-1E9F, U+1EF2-1EFF, U+2020, U+20A0-20AB, U+20AD-20C0, U+2113, U+2C60-2C7F, U+A720-A7FF;
+}
+/* latin */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWuU6F.woff2) format('woff2');
+  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+0304, U+0308, U+0329, U+2000-206F, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD;
+}
+/* cyrillic-ext */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWtE6F15M.woff2) format('woff2');
+  unicode-range: U+0460-052F, U+1C80-1C8A, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F;
+}
+/* cyrillic */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWvU6F15M.woff2) format('woff2');
+  unicode-range: U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
+}
+/* greek-ext */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWtU6F15M.woff2) format('woff2');
+  unicode-range: U+1F00-1FFF;
+}
+/* greek */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWuk6F15M.woff2) format('woff2');
+  unicode-range: U+0370-0377, U+037A-037F, U+0384-038A, U+038C, U+038E-03A1, U+03A3-03FF;
+}
+/* hebrew */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWu06F15M.woff2) format('woff2');
+  unicode-range: U+0307-0308, U+0590-05FF, U+200C-2010, U+20AA, U+25CC, U+FB1D-FB4F;
+}
+/* math */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWxU6F15M.woff2) format('woff2');
+  unicode-range: U+0302-0303, U+0305, U+0307-0308, U+0310, U+0312, U+0315, U+031A, U+0326-0327, U+032C, U+032F-0330, U+0332-0333, U+0338, U+033A, U+0346, U+034D, U+0391-03A1, U+03A3-03A9, U+03B1-03C9, U+03D1, U+03D5-03D6, U+03F0-03F1, U+03F4-03F5, U+2016-2017, U+2034-2038, U+203C, U+2040, U+2043, U+2047, U+2050, U+2057, U+205F, U+2070-2071, U+2074-208E, U+2090-209C, U+20D0-20DC, U+20E1, U+20E5-20EF, U+2100-2112, U+2114-2115, U+2117-2121, U+2123-214F, U+2190, U+2192, U+2194-21AE, U+21B0-21E5, U+21F1-21F2, U+21F4-2211, U+2213-2214, U+2216-22FF, U+2308-230B, U+2310, U+2319, U+231C-2321, U+2336-237A, U+237C, U+2395, U+239B-23B7, U+23D0, U+23DC-23E1, U+2474-2475, U+25AF, U+25B3, U+25B7, U+25BD, U+25C1, U+25CA, U+25CC, U+25FB, U+266D-266F, U+27C0-27FF, U+2900-2AFF, U+2B0E-2B11, U+2B30-2B4C, U+2BFE, U+3030, U+FF5B, U+FF5D, U+1D400-1D7FF, U+1EE00-1EEFF;
+}
+/* symbols */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqW106F15M.woff2) format('woff2');
+  unicode-range: U+0001-000C, U+000E-001F, U+007F-009F, U+20DD-20E0, U+20E2-20E4, U+2150-218F, U+2190, U+2192, U+2194-2199, U+21AF, U+21E6-21F0, U+21F3, U+2218-2219, U+2299, U+22C4-22C6, U+2300-243F, U+2440-244A, U+2460-24FF, U+25A0-27BF, U+2800-28FF, U+2921-2922, U+2981, U+29BF, U+29EB, U+2B00-2BFF, U+4DC0-4DFF, U+FFF9-FFFB, U+10140-1018E, U+10190-1019C, U+101A0, U+101D0-101FD, U+102E0-102FB, U+10E60-10E7E, U+1D2C0-1D2D3, U+1D2E0-1D37F, U+1F000-1F0FF, U+1F100-1F1AD, U+1F1E6-1F1FF, U+1F30D-1F30F, U+1F315, U+1F31C, U+1F31E, U+1F320-1F32C, U+1F336, U+1F378, U+1F37D, U+1F382, U+1F393-1F39F, U+1F3A7-1F3A8, U+1F3AC-1F3AF, U+1F3C2, U+1F3C4-1F3C6, U+1F3CA-1F3CE, U+1F3D4-1F3E0, U+1F3ED, U+1F3F1-1F3F3, U+1F3F5-1F3F7, U+1F408, U+1F415, U+1F41F, U+1F426, U+1F43F, U+1F441-1F442, U+1F444, U+1F446-1F449, U+1F44C-1F44E, U+1F453, U+1F46A, U+1F47D, U+1F4A3, U+1F4B0, U+1F4B3, U+1F4B9, U+1F4BB, U+1F4BF, U+1F4C8-1F4CB, U+1F4D6, U+1F4DA, U+1F4DF, U+1F4E3-1F4E6, U+1F4EA-1F4ED, U+1F4F7, U+1F4F9-1F4FB, U+1F4FD-1F4FE, U+1F503, U+1F507-1F50B, U+1F50D, U+1F512-1F513, U+1F53E-1F54A, U+1F54F-1F5FA, U+1F610, U+1F650-1F67F, U+1F687, U+1F68D, U+1F691, U+1F694, U+1F698, U+1F6AD, U+1F6B2, U+1F6B9-1F6BA, U+1F6BC, U+1F6C6-1F6CF, U+1F6D3-1F6D7, U+1F6E0-1F6EA, U+1F6F0-1F6F3, U+1F6F7-1F6FC, U+1F700-1F7FF, U+1F800-1F80B, U+1F810-1F847, U+1F850-1F859, U+1F860-1F887, U+1F890-1F8AD, U+1F8B0-1F8BB, U+1F8C0-1F8C1, U+1F900-1F90B, U+1F93B, U+1F946, U+1F984, U+1F996, U+1F9E9, U+1FA00-1FA6F, U+1FA70-1FA7C, U+1FA80-1FA89, U+1FA8F-1FAC6, U+1FACE-1FADC, U+1FADF-1FAE9, U+1FAF0-1FAF8, U+1FB00-1FBFF;
+}
+/* vietnamese */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWtk6F15M.woff2) format('woff2');
+  unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+0300-0301, U+0303-0304, U+0308-0309, U+0323, U+0329, U+1EA0-1EF9, U+20AB;
+}
+/* latin-ext */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWt06F15M.woff2) format('woff2');
+  unicode-range: U+0100-02BA, U+02BD-02C5, U+02C7-02CC, U+02CE-02D7, U+02DD-02FF, U+0304, U+0308, U+0329, U+1D00-1DBF, U+1E00-1E9F, U+1EF2-1EFF, U+2020, U+20A0-20AB, U+20AD-20C0, U+2113, U+2C60-2C7F, U+A720-A7FF;
+}
+/* latin */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: italic;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWuU6F.woff2) format('woff2');
+  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+0304, U+0308, U+0329, U+2000-206F, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD;
+}
+/* cyrillic-ext */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTSKmu1aB.woff2) format('woff2');
+  unicode-range: U+0460-052F, U+1C80-1C8A, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F;
+}
+/* cyrillic */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTSumu1aB.woff2) format('woff2');
+  unicode-range: U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
+}
+/* greek-ext */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTSOmu1aB.woff2) format('woff2');
+  unicode-range: U+1F00-1FFF;
+}
+/* greek */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTSymu1aB.woff2) format('woff2');
+  unicode-range: U+0370-0377, U+037A-037F, U+0384-038A, U+038C, U+038E-03A1, U+03A3-03FF;
+}
+/* hebrew */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTS2mu1aB.woff2) format('woff2');
+  unicode-range: U+0307-0308, U+0590-05FF, U+200C-2010, U+20AA, U+25CC, U+FB1D-FB4F;
+}
+/* math */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTVOmu1aB.woff2) format('woff2');
+  unicode-range: U+0302-0303, U+0305, U+0307-0308, U+0310, U+0312, U+0315, U+031A, U+0326-0327, U+032C, U+032F-0330, U+0332-0333, U+0338, U+033A, U+0346, U+034D, U+0391-03A1, U+03A3-03A9, U+03B1-03C9, U+03D1, U+03D5-03D6, U+03F0-03F1, U+03F4-03F5, U+2016-2017, U+2034-2038, U+203C, U+2040, U+2043, U+2047, U+2050, U+2057, U+205F, U+2070-2071, U+2074-208E, U+2090-209C, U+20D0-20DC, U+20E1, U+20E5-20EF, U+2100-2112, U+2114-2115, U+2117-2121, U+2123-214F, U+2190, U+2192, U+2194-21AE, U+21B0-21E5, U+21F1-21F2, U+21F4-2211, U+2213-2214, U+2216-22FF, U+2308-230B, U+2310, U+2319, U+231C-2321, U+2336-237A, U+237C, U+2395, U+239B-23B7, U+23D0, U+23DC-23E1, U+2474-2475, U+25AF, U+25B3, U+25B7, U+25BD, U+25C1, U+25CA, U+25CC, U+25FB, U+266D-266F, U+27C0-27FF, U+2900-2AFF, U+2B0E-2B11, U+2B30-2B4C, U+2BFE, U+3030, U+FF5B, U+FF5D, U+1D400-1D7FF, U+1EE00-1EEFF;
+}
+/* symbols */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTUGmu1aB.woff2) format('woff2');
+  unicode-range: U+0001-000C, U+000E-001F, U+007F-009F, U+20DD-20E0, U+20E2-20E4, U+2150-218F, U+2190, U+2192, U+2194-2199, U+21AF, U+21E6-21F0, U+21F3, U+2218-2219, U+2299, U+22C4-22C6, U+2300-243F, U+2440-244A, U+2460-24FF, U+25A0-27BF, U+2800-28FF, U+2921-2922, U+2981, U+29BF, U+29EB, U+2B00-2BFF, U+4DC0-4DFF, U+FFF9-FFFB, U+10140-1018E, U+10190-1019C, U+101A0, U+101D0-101FD, U+102E0-102FB, U+10E60-10E7E, U+1D2C0-1D2D3, U+1D2E0-1D37F, U+1F000-1F0FF, U+1F100-1F1AD, U+1F1E6-1F1FF, U+1F30D-1F30F, U+1F315, U+1F31C, U+1F31E, U+1F320-1F32C, U+1F336, U+1F378, U+1F37D, U+1F382, U+1F393-1F39F, U+1F3A7-1F3A8, U+1F3AC-1F3AF, U+1F3C2, U+1F3C4-1F3C6, U+1F3CA-1F3CE, U+1F3D4-1F3E0, U+1F3ED, U+1F3F1-1F3F3, U+1F3F5-1F3F7, U+1F408, U+1F415, U+1F41F, U+1F426, U+1F43F, U+1F441-1F442, U+1F444, U+1F446-1F449, U+1F44C-1F44E, U+1F453, U+1F46A, U+1F47D, U+1F4A3, U+1F4B0, U+1F4B3, U+1F4B9, U+1F4BB, U+1F4BF, U+1F4C8-1F4CB, U+1F4D6, U+1F4DA, U+1F4DF, U+1F4E3-1F4E6, U+1F4EA-1F4ED, U+1F4F7, U+1F4F9-1F4FB, U+1F4FD-1F4FE, U+1F503, U+1F507-1F50B, U+1F50D, U+1F512-1F513, U+1F53E-1F54A, U+1F54F-1F5FA, U+1F610, U+1F650-1F67F, U+1F687, U+1F68D, U+1F691, U+1F694, U+1F698, U+1F6AD, U+1F6B2, U+1F6B9-1F6BA, U+1F6BC, U+1F6C6-1F6CF, U+1F6D3-1F6D7, U+1F6E0-1F6EA, U+1F6F0-1F6F3, U+1F6F7-1F6FC, U+1F700-1F7FF, U+1F800-1F80B, U+1F810-1F847, U+1F850-1F859, U+1F860-1F887, U+1F890-1F8AD, U+1F8B0-1F8BB, U+1F8C0-1F8C1, U+1F900-1F90B, U+1F93B, U+1F946, U+1F984, U+1F996, U+1F9E9, U+1FA00-1FA6F, U+1FA70-1FA7C, U+1FA80-1FA89, U+1FA8F-1FAC6, U+1FACE-1FADC, U+1FADF-1FAE9, U+1FAF0-1FAF8, U+1FB00-1FBFF;
+}
+/* vietnamese */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTSCmu1aB.woff2) format('woff2');
+  unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+0300-0301, U+0303-0304, U+0308-0309, U+0323, U+0329, U+1EA0-1EF9, U+20AB;
+}
+/* latin-ext */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTSGmu1aB.woff2) format('woff2');
+  unicode-range: U+0100-02BA, U+02BD-02C5, U+02C7-02CC, U+02CE-02D7, U+02DD-02FF, U+0304, U+0308, U+0329, U+1D00-1DBF, U+1E00-1E9F, U+1EF2-1EFF, U+2020, U+20A0-20AB, U+20AD-20C0, U+2113, U+2C60-2C7F, U+A720-A7FF;
+}
+/* latin */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 300;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTS-muw.woff2) format('woff2');
+  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+0304, U+0308, U+0329, U+2000-206F, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD;
+}
+/* cyrillic-ext */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTSKmu1aB.woff2) format('woff2');
+  unicode-range: U+0460-052F, U+1C80-1C8A, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F;
+}
+/* cyrillic */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTSumu1aB.woff2) format('woff2');
+  unicode-range: U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
+}
+/* greek-ext */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTSOmu1aB.woff2) format('woff2');
+  unicode-range: U+1F00-1FFF;
+}
+/* greek */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTSymu1aB.woff2) format('woff2');
+  unicode-range: U+0370-0377, U+037A-037F, U+0384-038A, U+038C, U+038E-03A1, U+03A3-03FF;
+}
+/* hebrew */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTS2mu1aB.woff2) format('woff2');
+  unicode-range: U+0307-0308, U+0590-05FF, U+200C-2010, U+20AA, U+25CC, U+FB1D-FB4F;
+}
+/* math */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTVOmu1aB.woff2) format('woff2');
+  unicode-range: U+0302-0303, U+0305, U+0307-0308, U+0310, U+0312, U+0315, U+031A, U+0326-0327, U+032C, U+032F-0330, U+0332-0333, U+0338, U+033A, U+0346, U+034D, U+0391-03A1, U+03A3-03A9, U+03B1-03C9, U+03D1, U+03D5-03D6, U+03F0-03F1, U+03F4-03F5, U+2016-2017, U+2034-2038, U+203C, U+2040, U+2043, U+2047, U+2050, U+2057, U+205F, U+2070-2071, U+2074-208E, U+2090-209C, U+20D0-20DC, U+20E1, U+20E5-20EF, U+2100-2112, U+2114-2115, U+2117-2121, U+2123-214F, U+2190, U+2192, U+2194-21AE, U+21B0-21E5, U+21F1-21F2, U+21F4-2211, U+2213-2214, U+2216-22FF, U+2308-230B, U+2310, U+2319, U+231C-2321, U+2336-237A, U+237C, U+2395, U+239B-23B7, U+23D0, U+23DC-23E1, U+2474-2475, U+25AF, U+25B3, U+25B7, U+25BD, U+25C1, U+25CA, U+25CC, U+25FB, U+266D-266F, U+27C0-27FF, U+2900-2AFF, U+2B0E-2B11, U+2B30-2B4C, U+2BFE, U+3030, U+FF5B, U+FF5D, U+1D400-1D7FF, U+1EE00-1EEFF;
+}
+/* symbols */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTUGmu1aB.woff2) format('woff2');
+  unicode-range: U+0001-000C, U+000E-001F, U+007F-009F, U+20DD-20E0, U+20E2-20E4, U+2150-218F, U+2190, U+2192, U+2194-2199, U+21AF, U+21E6-21F0, U+21F3, U+2218-2219, U+2299, U+22C4-22C6, U+2300-243F, U+2440-244A, U+2460-24FF, U+25A0-27BF, U+2800-28FF, U+2921-2922, U+2981, U+29BF, U+29EB, U+2B00-2BFF, U+4DC0-4DFF, U+FFF9-FFFB, U+10140-1018E, U+10190-1019C, U+101A0, U+101D0-101FD, U+102E0-102FB, U+10E60-10E7E, U+1D2C0-1D2D3, U+1D2E0-1D37F, U+1F000-1F0FF, U+1F100-1F1AD, U+1F1E6-1F1FF, U+1F30D-1F30F, U+1F315, U+1F31C, U+1F31E, U+1F320-1F32C, U+1F336, U+1F378, U+1F37D, U+1F382, U+1F393-1F39F, U+1F3A7-1F3A8, U+1F3AC-1F3AF, U+1F3C2, U+1F3C4-1F3C6, U+1F3CA-1F3CE, U+1F3D4-1F3E0, U+1F3ED, U+1F3F1-1F3F3, U+1F3F5-1F3F7, U+1F408, U+1F415, U+1F41F, U+1F426, U+1F43F, U+1F441-1F442, U+1F444, U+1F446-1F449, U+1F44C-1F44E, U+1F453, U+1F46A, U+1F47D, U+1F4A3, U+1F4B0, U+1F4B3, U+1F4B9, U+1F4BB, U+1F4BF, U+1F4C8-1F4CB, U+1F4D6, U+1F4DA, U+1F4DF, U+1F4E3-1F4E6, U+1F4EA-1F4ED, U+1F4F7, U+1F4F9-1F4FB, U+1F4FD-1F4FE, U+1F503, U+1F507-1F50B, U+1F50D, U+1F512-1F513, U+1F53E-1F54A, U+1F54F-1F5FA, U+1F610, U+1F650-1F67F, U+1F687, U+1F68D, U+1F691, U+1F694, U+1F698, U+1F6AD, U+1F6B2, U+1F6B9-1F6BA, U+1F6BC, U+1F6C6-1F6CF, U+1F6D3-1F6D7, U+1F6E0-1F6EA, U+1F6F0-1F6F3, U+1F6F7-1F6FC, U+1F700-1F7FF, U+1F800-1F80B, U+1F810-1F847, U+1F850-1F859, U+1F860-1F887, U+1F890-1F8AD, U+1F8B0-1F8BB, U+1F8C0-1F8C1, U+1F900-1F90B, U+1F93B, U+1F946, U+1F984, U+1F996, U+1F9E9, U+1FA00-1FA6F, U+1FA70-1FA7C, U+1FA80-1FA89, U+1FA8F-1FAC6, U+1FACE-1FADC, U+1FADF-1FAE9, U+1FAF0-1FAF8, U+1FB00-1FBFF;
+}
+/* vietnamese */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTSCmu1aB.woff2) format('woff2');
+  unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+0300-0301, U+0303-0304, U+0308-0309, U+0323, U+0329, U+1EA0-1EF9, U+20AB;
+}
+/* latin-ext */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTSGmu1aB.woff2) format('woff2');
+  unicode-range: U+0100-02BA, U+02BD-02C5, U+02C7-02CC, U+02CE-02D7, U+02DD-02FF, U+0304, U+0308, U+0329, U+1D00-1DBF, U+1E00-1E9F, U+1EF2-1EFF, U+2020, U+20A0-20AB, U+20AD-20C0, U+2113, U+2C60-2C7F, U+A720-A7FF;
+}
+/* latin */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 400;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTS-muw.woff2) format('woff2');
+  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+0304, U+0308, U+0329, U+2000-206F, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD;
+}
+/* cyrillic-ext */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTSKmu1aB.woff2) format('woff2');
+  unicode-range: U+0460-052F, U+1C80-1C8A, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F;
+}
+/* cyrillic */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTSumu1aB.woff2) format('woff2');
+  unicode-range: U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
+}
+/* greek-ext */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTSOmu1aB.woff2) format('woff2');
+  unicode-range: U+1F00-1FFF;
+}
+/* greek */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTSymu1aB.woff2) format('woff2');
+  unicode-range: U+0370-0377, U+037A-037F, U+0384-038A, U+038C, U+038E-03A1, U+03A3-03FF;
+}
+/* hebrew */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTS2mu1aB.woff2) format('woff2');
+  unicode-range: U+0307-0308, U+0590-05FF, U+200C-2010, U+20AA, U+25CC, U+FB1D-FB4F;
+}
+/* math */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTVOmu1aB.woff2) format('woff2');
+  unicode-range: U+0302-0303, U+0305, U+0307-0308, U+0310, U+0312, U+0315, U+031A, U+0326-0327, U+032C, U+032F-0330, U+0332-0333, U+0338, U+033A, U+0346, U+034D, U+0391-03A1, U+03A3-03A9, U+03B1-03C9, U+03D1, U+03D5-03D6, U+03F0-03F1, U+03F4-03F5, U+2016-2017, U+2034-2038, U+203C, U+2040, U+2043, U+2047, U+2050, U+2057, U+205F, U+2070-2071, U+2074-208E, U+2090-209C, U+20D0-20DC, U+20E1, U+20E5-20EF, U+2100-2112, U+2114-2115, U+2117-2121, U+2123-214F, U+2190, U+2192, U+2194-21AE, U+21B0-21E5, U+21F1-21F2, U+21F4-2211, U+2213-2214, U+2216-22FF, U+2308-230B, U+2310, U+2319, U+231C-2321, U+2336-237A, U+237C, U+2395, U+239B-23B7, U+23D0, U+23DC-23E1, U+2474-2475, U+25AF, U+25B3, U+25B7, U+25BD, U+25C1, U+25CA, U+25CC, U+25FB, U+266D-266F, U+27C0-27FF, U+2900-2AFF, U+2B0E-2B11, U+2B30-2B4C, U+2BFE, U+3030, U+FF5B, U+FF5D, U+1D400-1D7FF, U+1EE00-1EEFF;
+}
+/* symbols */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTUGmu1aB.woff2) format('woff2');
+  unicode-range: U+0001-000C, U+000E-001F, U+007F-009F, U+20DD-20E0, U+20E2-20E4, U+2150-218F, U+2190, U+2192, U+2194-2199, U+21AF, U+21E6-21F0, U+21F3, U+2218-2219, U+2299, U+22C4-22C6, U+2300-243F, U+2440-244A, U+2460-24FF, U+25A0-27BF, U+2800-28FF, U+2921-2922, U+2981, U+29BF, U+29EB, U+2B00-2BFF, U+4DC0-4DFF, U+FFF9-FFFB, U+10140-1018E, U+10190-1019C, U+101A0, U+101D0-101FD, U+102E0-102FB, U+10E60-10E7E, U+1D2C0-1D2D3, U+1D2E0-1D37F, U+1F000-1F0FF, U+1F100-1F1AD, U+1F1E6-1F1FF, U+1F30D-1F30F, U+1F315, U+1F31C, U+1F31E, U+1F320-1F32C, U+1F336, U+1F378, U+1F37D, U+1F382, U+1F393-1F39F, U+1F3A7-1F3A8, U+1F3AC-1F3AF, U+1F3C2, U+1F3C4-1F3C6, U+1F3CA-1F3CE, U+1F3D4-1F3E0, U+1F3ED, U+1F3F1-1F3F3, U+1F3F5-1F3F7, U+1F408, U+1F415, U+1F41F, U+1F426, U+1F43F, U+1F441-1F442, U+1F444, U+1F446-1F449, U+1F44C-1F44E, U+1F453, U+1F46A, U+1F47D, U+1F4A3, U+1F4B0, U+1F4B3, U+1F4B9, U+1F4BB, U+1F4BF, U+1F4C8-1F4CB, U+1F4D6, U+1F4DA, U+1F4DF, U+1F4E3-1F4E6, U+1F4EA-1F4ED, U+1F4F7, U+1F4F9-1F4FB, U+1F4FD-1F4FE, U+1F503, U+1F507-1F50B, U+1F50D, U+1F512-1F513, U+1F53E-1F54A, U+1F54F-1F5FA, U+1F610, U+1F650-1F67F, U+1F687, U+1F68D, U+1F691, U+1F694, U+1F698, U+1F6AD, U+1F6B2, U+1F6B9-1F6BA, U+1F6BC, U+1F6C6-1F6CF, U+1F6D3-1F6D7, U+1F6E0-1F6EA, U+1F6F0-1F6F3, U+1F6F7-1F6FC, U+1F700-1F7FF, U+1F800-1F80B, U+1F810-1F847, U+1F850-1F859, U+1F860-1F887, U+1F890-1F8AD, U+1F8B0-1F8BB, U+1F8C0-1F8C1, U+1F900-1F90B, U+1F93B, U+1F946, U+1F984, U+1F996, U+1F9E9, U+1FA00-1FA6F, U+1FA70-1FA7C, U+1FA80-1FA89, U+1FA8F-1FAC6, U+1FACE-1FADC, U+1FADF-1FAE9, U+1FAF0-1FAF8, U+1FB00-1FBFF;
+}
+/* vietnamese */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTSCmu1aB.woff2) format('woff2');
+  unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+0300-0301, U+0303-0304, U+0308-0309, U+0323, U+0329, U+1EA0-1EF9, U+20AB;
+}
+/* latin-ext */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTSGmu1aB.woff2) format('woff2');
+  unicode-range: U+0100-02BA, U+02BD-02C5, U+02C7-02CC, U+02CE-02D7, U+02DD-02FF, U+0304, U+0308, U+0329, U+1D00-1DBF, U+1E00-1E9F, U+1EF2-1EFF, U+2020, U+20A0-20AB, U+20AD-20C0, U+2113, U+2C60-2C7F, U+A720-A7FF;
+}
+/* latin */
+@font-face {
+  font-family: 'Open Sans';
+  font-style: normal;
+  font-weight: 600;
+  font-stretch: 100%;
+  font-display: swap;
+  src: url(memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTS-muw.woff2) format('woff2');
+  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+0304, U+0308, U+0329, U+2000-206F, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD;
+}
diff --git a/src/blog/static/blog/js/mathjax-loader.js b/src/blog/static/blog/js/mathjax-loader.js
new file mode 100644
index 0000000..c922fc7
--- /dev/null
+++ b/src/blog/static/blog/js/mathjax-loader.js
@@ -0,0 +1,142 @@
+/**
+ * MathJax 智能加载器
+ * 检测页面是否包含数学公式，如果有则动态加载和配置MathJax
+ */
+(function() {
+    'use strict';
+    
+    /**
+     * 检测页面是否包含数学公式
+     * @returns {boolean} 是否包含数学公式
+     */
+    function hasMathFormulas() {
+        const content = document.body.textContent || document.body.innerText || '';
+        // 检测常见的数学公式语法
+        return /\$.*?\$|\$\$.*?\$\$|\\begin\{.*?\}|\\end\{.*?\}|\\[a-zA-Z]+\{/.test(content);
+    }
+    
+    /**
+     * 配置MathJax
+     */
+    function configureMathJax() {
+        window.MathJax = {
+            tex: {
+                // 行内公式和块级公式分隔符
+                inlineMath: [['$', '$']],
+                displayMath: [['$$', '$$']],
+                // 处理转义字符和LaTeX环境
+                processEscapes: true,
+                processEnvironments: true,
+                // 自动换行
+                tags: 'ams'
+            },
+            options: {
+                // 跳过这些HTML标签，避免处理代码块等
+                skipHtmlTags: ['script', 'noscript', 'style', 'textarea', 'pre', 'code', 'a'],
+                // CSS类控制
+                ignoreHtmlClass: 'tex2jax_ignore',
+                processHtmlClass: 'tex2jax_process'
+            },
+            // 启动配置
+            startup: {
+                ready() {
+                    console.log('MathJax配置完成，开始初始化...');
+                    MathJax.startup.defaultReady();
+                    
+                    // 处理特定区域的数学公式
+                    const contentEl = document.getElementById('content');
+                    const commentsEl = document.getElementById('comments');
+                    
+                    const promises = [];
+                    if (contentEl) {
+                        promises.push(MathJax.typesetPromise([contentEl]));
+                    }
+                    if (commentsEl) {
+                        promises.push(MathJax.typesetPromise([commentsEl]));
+                    }
+                    
+                    // 等待所有渲染完成
+                    Promise.all(promises).then(() => {
+                        console.log('MathJax渲染完成');
+                        // 触发自定义事件，通知其他脚本MathJax已就绪
+                        document.dispatchEvent(new CustomEvent('mathjaxReady'));
+                    }).catch(error => {
+                        console.error('MathJax渲染失败:', error);
+                    });
+                }
+            },
+            // 输出配置
+            chtml: {
+                scale: 1,
+                minScale: 0.5,
+                matchFontHeight: false,
+                displayAlign: 'center',
+                displayIndent: '0'
+            }
+        };
+    }
+    
+    /**
+     * 加载MathJax库
+     */
+    function loadMathJax() {
+        console.log('检测到数学公式，开始加载MathJax...');
+        
+        const script = document.createElement('script');
+        script.src = 'https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js';
+        script.async = true;
+        script.defer = true;
+        
+        script.onload = function() {
+            console.log('MathJax库加载成功');
+        };
+        
+        script.onerror = function() {
+            console.error('MathJax库加载失败，尝试备用CDN...');
+            // 备用CDN
+            const fallbackScript = document.createElement('script');
+            fallbackScript.src = 'https://polyfill.io/v3/polyfill.min.js?features=es6';
+            fallbackScript.onload = function() {
+                const mathJaxScript = document.createElement('script');
+                mathJaxScript.src = 'https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-MML-AM_CHTML';
+                mathJaxScript.async = true;
+                document.head.appendChild(mathJaxScript);
+            };
+            document.head.appendChild(fallbackScript);
+        };
+        
+        document.head.appendChild(script);
+    }
+    
+    /**
+     * 初始化函数
+     */
+    function init() {
+        // 等待DOM完全加载
+        if (document.readyState === 'loading') {
+            document.addEventListener('DOMContentLoaded', init);
+            return;
+        }
+        
+        // 检测是否需要加载MathJax
+        if (hasMathFormulas()) {
+            // 先配置，再加载
+            configureMathJax();
+            loadMathJax();
+        } else {
+            console.log('未检测到数学公式，跳过MathJax加载');
+        }
+    }
+    
+    // 提供重新渲染的全局方法，供动态内容使用
+    window.rerenderMathJax = function(element) {
+        if (window.MathJax && window.MathJax.typesetPromise) {
+            const target = element || document.body;
+            return window.MathJax.typesetPromise([target]);
+        }
+        return Promise.resolve();
+    };
+    
+    // 启动初始化
+    init();
+})();
diff --git a/src/blog/static/mathjax/js/mathjax-config.js b/src/blog/static/mathjax/js/mathjax-config.js
deleted file mode 100644
index 158ba65..0000000
--- a/src/blog/static/mathjax/js/mathjax-config.js
+++ /dev/null
@@ -1,21 +0,0 @@
-$(function () {
-    MathJax.Hub.Config({
-        showProcessingMessages: false, //关闭js加载过程信息
-        messageStyle: "none", //不显示信息
-        extensions: ["tex2jax.js"], jax: ["input/TeX", "output/HTML-CSS"], displayAlign: "left", tex2jax: {
-            inlineMath: [["$", "$"]], //行内公式选择$
-            displayMath: [["$$", "$$"]], //段内公式选择$$
-            skipTags: ['script', 'noscript', 'style', 'textarea', 'pre', 'code', 'a'], //避开某些标签
-        }, "HTML-CSS": {
-            availableFonts: ["STIX", "TeX"], //可选字体
-            showMathMenu: false //关闭右击菜单显示
-        }
-    });
-    // 识别范围 => 文章内容、评论内容标签
-    const contentId = document.getElementById("content");
-    const commentId = document.getElementById("comments");
-    MathJax.Hub.Queue(["Typeset", MathJax.Hub, contentId, commentId]);
-})
-
-
-
diff --git a/src/blog/templatetags/__pycache__/__init__.cpython-311.pyc b/src/blog/templatetags/__pycache__/__init__.cpython-311.pyc
new file mode 100644
index 0000000..7c87c52
Binary files /dev/null and b/src/blog/templatetags/__pycache__/__init__.cpython-311.pyc differ
diff --git a/src/blog/templatetags/__pycache__/blog_tags.cpython-311.pyc b/src/blog/templatetags/__pycache__/blog_tags.cpython-311.pyc
new file mode 100644
index 0000000..a293b4e
Binary files /dev/null and b/src/blog/templatetags/__pycache__/blog_tags.cpython-311.pyc differ
diff --git a/src/blog/templatetags/blog_tags.py b/src/blog/templatetags/blog_tags.py
index 110b22b..024f2c8 100644
--- a/src/blog/templatetags/blog_tags.py
+++ b/src/blog/templatetags/blog_tags.py
@@ -18,12 +18,18 @@ from djangoblog.utils import CommonMarkdown, sanitize_html
 from djangoblog.utils import cache
 from djangoblog.utils import get_current_site
 from oauth.models import OAuthUser
+from djangoblog.plugin_manage import hooks
 
 logger = logging.getLogger(__name__)
 
 register = template.Library()
 
 
+@register.simple_tag(takes_context=True)
+def head_meta(context):
+    return mark_safe(hooks.apply_filters('head_meta', '', context))
+
+
 @register.simple_tag
 def timeformat(data):
     try:
@@ -45,7 +51,75 @@ def datetimeformat(data):
 @register.filter()
 @stringfilter
 def custom_markdown(content):
-    return mark_safe(CommonMarkdown.get_markdown(content))
+    """
+    通用markdown过滤器，应用文章内容插件
+    主要用于文章内容处理
+    """
+    html_content = CommonMarkdown.get_markdown(content)
+    
+    # 然后应用插件过滤器优化HTML
+    from djangoblog.plugin_manage import hooks
+    from djangoblog.plugin_manage.hook_constants import ARTICLE_CONTENT_HOOK_NAME
+    optimized_html = hooks.apply_filters(ARTICLE_CONTENT_HOOK_NAME, html_content)
+    
+    return mark_safe(optimized_html)
+
+
+@register.filter()
+@stringfilter
+def sidebar_markdown(content):
+    html_content = CommonMarkdown.get_markdown(content)
+    return mark_safe(html_content)
+
+
+@register.simple_tag(takes_context=True)
+def render_article_content(context, article, is_summary=False):
+    """
+    渲染文章内容，包含完整的上下文信息供插件使用
+    
+    Args:
+        context: 模板上下文
+        article: 文章对象
+        is_summary: 是否为摘要模式（首页使用）
+    """
+    if not article or not hasattr(article, 'body'):
+        return ''
+    
+    # 先转换Markdown为HTML
+    html_content = CommonMarkdown.get_markdown(article.body)
+    
+    # 如果是摘要模式，先截断内容再应用插件
+    if is_summary:
+        # 截断HTML内容到合适的长度（约300字符）
+        from django.utils.html import strip_tags
+        from django.template.defaultfilters import truncatechars
+        
+        # 先去除HTML标签，截断纯文本，然后重新转换为HTML
+        plain_text = strip_tags(html_content)
+        truncated_text = truncatechars(plain_text, 300)
+        
+        # 重新转换截断后的文本为HTML（简化版，避免复杂的插件处理）
+        html_content = CommonMarkdown.get_markdown(truncated_text)
+    
+    # 然后应用插件过滤器，传递完整的上下文
+    from djangoblog.plugin_manage import hooks
+    from djangoblog.plugin_manage.hook_constants import ARTICLE_CONTENT_HOOK_NAME
+    
+    # 获取request对象
+    request = context.get('request')
+    
+    # 应用所有文章内容相关的插件
+    # 注意：摘要模式下某些插件（如版权声明）可能不适用
+    optimized_html = hooks.apply_filters(
+        ARTICLE_CONTENT_HOOK_NAME, 
+        html_content, 
+        article=article, 
+        request=request,
+        context=context,
+        is_summary=is_summary  # 传递摘要标志，插件可以据此调整行为
+    )
+    
+    return mark_safe(optimized_html)
 
 
 @register.simple_tag
@@ -286,38 +360,49 @@ def load_article_detail(article, isindex, user):
     }
 
 
-# return only the URL of the gravatar
-# TEMPLATE USE:  {{ email|gravatar_url:150 }}
+# 返回用户头像URL
+# 模板使用方法:  {{ email|gravatar_url:150 }}
 @register.filter
 def gravatar_url(email, size=40):
-    """获得gravatar头像"""
-    cachekey = 'gravatat/' + email
+    """获得用户头像 - 优先使用OAuth头像，否则使用默认头像"""
+    cachekey = 'avatar/' + email
     url = cache.get(cachekey)
     if url:
         return url
-    else:
-        usermodels = OAuthUser.objects.filter(email=email)
-        if usermodels:
-            o = list(filter(lambda x: x.picture is not None, usermodels))
-            if o:
-                return o[0].picture
-        email = email.encode('utf-8')
-
-        default = static('blog/img/avatar.png')
-
-        url = "https://www.gravatar.com/avatar/%s?%s" % (hashlib.md5(
-            email.lower()).hexdigest(), urllib.parse.urlencode({'d': default, 's': str(size)}))
-        cache.set(cachekey, url, 60 * 60 * 10)
-        logger.info('set gravatar cache.key:{key}'.format(key=cachekey))
-        return url
+    
+    # 检查OAuth用户是否有自定义头像
+    usermodels = OAuthUser.objects.filter(email=email)
+    if usermodels:
+        # 过滤出有头像的用户
+        users_with_picture = list(filter(lambda x: x.picture is not None, usermodels))
+        if users_with_picture:
+            # 获取默认头像路径用于比较
+            default_avatar_path = static('blog/img/avatar.png')
+            
+            # 优先选择非默认头像的用户，否则选择第一个
+            non_default_users = [u for u in users_with_picture if u.picture != default_avatar_path and not u.picture.endswith('/avatar.png')]
+            selected_user = non_default_users[0] if non_default_users else users_with_picture[0]
+            
+            url = selected_user.picture
+            cache.set(cachekey, url, 60 * 60 * 24)  # 缓存24小时
+            
+            avatar_type = 'non-default' if non_default_users else 'default'
+            logger.info('Using {} OAuth avatar for {} from {}'.format(avatar_type, email, selected_user.type))
+            return url
+    
+    # 使用默认头像
+    url = static('blog/img/avatar.png')
+    cache.set(cachekey, url, 60 * 60 * 24)  # 缓存24小时
+    logger.info('Using default avatar for {}'.format(email))
+    return url
 
 
 @register.filter
 def gravatar(email, size=40):
-    """获得gravatar头像"""
+    """获得用户头像HTML标签"""
     url = gravatar_url(email, size)
     return mark_safe(
-        '<img src="%s" height="%d" width="%d">' %
+        '<img src="%s" height="%d" width="%d" class="avatar" alt="用户头像">' %
         (url, size, size))
 
 
@@ -336,3 +421,134 @@ def query(qs, **kwargs):
 def addstr(arg1, arg2):
     """concatenate arg1 & arg2"""
     return str(arg1) + str(arg2)
+
+
+# === 插件系统模板标签 ===
+
+@register.simple_tag(takes_context=True)
+def render_plugin_widgets(context, position, **kwargs):
+    """
+    渲染指定位置的所有插件组件
+    
+    Args:
+        context: 模板上下文
+        position: 位置标识
+        **kwargs: 传递给插件的额外参数
+    
+    Returns:
+        按优先级排序的所有插件HTML内容
+    """
+    from djangoblog.plugin_manage.loader import get_loaded_plugins
+    
+    widgets = []
+    
+    for plugin in get_loaded_plugins():
+        try:
+            widget_data = plugin.render_position_widget(
+                position=position,
+                context=context,
+                **kwargs
+            )
+            if widget_data:
+                widgets.append(widget_data)
+        except Exception as e:
+            logger.error(f"Error rendering widget from plugin {plugin.PLUGIN_NAME}: {e}")
+    
+    # 按优先级排序（数字越小优先级越高）
+    widgets.sort(key=lambda x: x['priority'])
+    
+    # 合并HTML内容
+    html_parts = [widget['html'] for widget in widgets]
+    return mark_safe(''.join(html_parts))
+
+
+@register.simple_tag(takes_context=True)
+def plugin_head_resources(context):
+    """渲染所有插件的head资源（仅自定义HTML，CSS已集成到压缩系统）"""
+    from djangoblog.plugin_manage.loader import get_loaded_plugins
+    
+    resources = []
+    
+    for plugin in get_loaded_plugins():
+        try:
+            # 只处理自定义head HTML（CSS文件已通过压缩系统处理）
+            head_html = plugin.get_head_html(context)
+            if head_html:
+                resources.append(head_html)
+                
+        except Exception as e:
+            logger.error(f"Error loading head resources from plugin {plugin.PLUGIN_NAME}: {e}")
+    
+    return mark_safe('\n'.join(resources))
+
+
+@register.simple_tag(takes_context=True)
+def plugin_body_resources(context):
+    """渲染所有插件的body资源（仅自定义HTML，JS已集成到压缩系统）"""
+    from djangoblog.plugin_manage.loader import get_loaded_plugins
+    
+    resources = []
+    
+    for plugin in get_loaded_plugins():
+        try:
+            # 只处理自定义body HTML（JS文件已通过压缩系统处理）
+            body_html = plugin.get_body_html(context)
+            if body_html:
+                resources.append(body_html)
+                
+        except Exception as e:
+            logger.error(f"Error loading body resources from plugin {plugin.PLUGIN_NAME}: {e}")
+    
+    return mark_safe('\n'.join(resources))
+
+
+@register.inclusion_tag('plugins/css_includes.html')
+def plugin_compressed_css():
+    """插件CSS压缩包含模板"""
+    from djangoblog.plugin_manage.loader import get_loaded_plugins
+    
+    css_files = []
+    for plugin in get_loaded_plugins():
+        for css_file in plugin.get_css_files():
+            css_url = plugin.get_static_url(css_file)
+            css_files.append(css_url)
+    
+    return {'css_files': css_files}
+
+
+@register.inclusion_tag('plugins/js_includes.html')
+def plugin_compressed_js():
+    """插件JS压缩包含模板"""
+    from djangoblog.plugin_manage.loader import get_loaded_plugins
+    
+    js_files = []
+    for plugin in get_loaded_plugins():
+        for js_file in plugin.get_js_files():
+            js_url = plugin.get_static_url(js_file)
+            js_files.append(js_url)
+    
+    return {'js_files': js_files}
+
+
+
+
+@register.simple_tag(takes_context=True)
+def plugin_widget(context, plugin_name, widget_type='default', **kwargs):
+    """
+    渲染指定插件的组件
+    
+    使用方式：
+    {% plugin_widget 'article_recommendation' 'bottom' article=article count=5 %}
+    """
+    from djangoblog.plugin_manage.loader import get_plugin_by_slug
+    
+    plugin = get_plugin_by_slug(plugin_name)
+    if plugin and hasattr(plugin, 'render_template'):
+        try:
+            widget_context = {**context.flatten(), **kwargs}
+            template_name = f"{widget_type}.html"
+            return mark_safe(plugin.render_template(template_name, widget_context))
+        except Exception as e:
+            logger.error(f"Error rendering plugin widget {plugin_name}.{widget_type}: {e}")
+    
+    return ""
\ No newline at end of file
diff --git a/src/blog/tests.py b/src/blog/tests.py
index f6bfac0..ee13505 100644
--- a/src/blog/tests.py
+++ b/src/blog/tests.py
@@ -162,7 +162,7 @@ class ArticleTest(TestCase):
     def test_image(self):
         import requests
         rsp = requests.get(
-            'https://www.python.org/static/img/python-logo@2x.png')
+            'https://www.python.org/static/img/python-logo.png')
         imagepath = os.path.join(settings.BASE_DIR, 'python.png')
         with open(imagepath, 'wb') as file:
             file.write(rsp.content)
@@ -180,7 +180,7 @@ class ArticleTest(TestCase):
         from djangoblog.utils import save_user_avatar, send_email
         send_email(['qq@qq.com'], 'testTitle', 'testContent')
         save_user_avatar(
-            'https://www.python.org/static/img/python-logo@2x.png')
+            'https://www.python.org/static/img/python-logo.png')
 
     def test_errorpage(self):
         rsp = self.client.get('/eee')
diff --git a/src/blog/views.py b/src/blog/views.py
index 4af9242..773bb75 100644
--- a/src/blog/views.py
+++ b/src/blog/views.py
@@ -17,6 +17,8 @@ from haystack.views import SearchView
 
 from blog.models import Article, Category, LinkShowType, Links, Tag
 from comments.forms import CommentForm
+from djangoblog.plugin_manage import hooks
+from djangoblog.plugin_manage.hook_constants import ARTICLE_CONTENT_HOOK_NAME
 from djangoblog.utils import cache, get_blog_setting, get_sha256
 
 logger = logging.getLogger(__name__)
@@ -112,12 +114,6 @@ class ArticleDetailView(DetailView):
     pk_url_kwarg = 'article_id'
     context_object_name = "article"
 
-    def get_object(self, queryset=None):
-        obj = super(ArticleDetailView, self).get_object()
-        obj.viewed()
-        self.object = obj
-        return obj
-
     def get_context_data(self, **kwargs):
         comment_form = CommentForm()
 
@@ -154,7 +150,16 @@ class ArticleDetailView(DetailView):
         kwargs['next_article'] = self.object.next_article
         kwargs['prev_article'] = self.object.prev_article
 
-        return super(ArticleDetailView, self).get_context_data(**kwargs)
+        context = super(ArticleDetailView, self).get_context_data(**kwargs)
+        article = self.object
+        
+        # 触发文章详情加载钩子，让插件可以添加额外的上下文数据
+        from djangoblog.plugin_manage.hook_constants import ARTICLE_DETAIL_LOAD
+        hooks.run_action(ARTICLE_DETAIL_LOAD, article=article, context=context, request=self.request)
+        
+        # Action Hook, 通知插件"文章详情已获取"
+        hooks.run_action('after_article_body_get', article=article, request=self.request)
+        return context
 
 
 class CategoryDetailView(ArticleListView):
diff --git a/src/codecov.yml b/src/codecov.yml
new file mode 100644
index 0000000..2298829
--- /dev/null
+++ b/src/codecov.yml
@@ -0,0 +1,87 @@
+codecov:
+  require_ci_to_pass: yes
+
+coverage:
+  precision: 2
+  round: down
+  range: "70...100"
+
+  status:
+    project:
+      default:
+        target: auto
+        threshold: 1%
+        informational: true
+    patch:
+      default:
+        target: auto
+        threshold: 1%
+        informational: true
+
+parsers:
+  gcov:
+    branch_detection:
+      conditional: yes
+      loop: yes
+      method: no
+      macro: no
+
+comment:
+  layout: "reach,diff,flags,tree"
+  behavior: default
+  require_changes: no
+
+ignore:
+  # Django 相关
+  - "*/migrations/*"
+  - "manage.py"
+  - "*/settings.py"
+  - "*/wsgi.py"
+  - "*/asgi.py"
+  
+  # 测试相关
+  - "*/tests/*"
+  - "*/test_*.py"
+  - "*/*test*.py"
+  
+  # 静态文件和模板
+  - "*/static/*"
+  - "*/templates/*"
+  - "*/collectedstatic/*"
+  
+  # 国际化文件
+  - "*/locale/*"
+  - "**/*.po"
+  - "**/*.mo"
+  
+  # 文档和部署
+  - "*/docs/*"
+  - "*/deploy/*"
+  - "README*.md"
+  - "LICENSE"
+  - "Dockerfile"
+  - "docker-compose*.yml"
+  - "*.yaml"
+  - "*.yml"
+  
+  # 开发环境
+  - "*/venv/*"
+  - "*/__pycache__/*"
+  - "*.pyc"
+  - ".coverage"
+  - "coverage.xml"
+  
+  # 日志文件
+  - "*/logs/*"
+  - "*.log"
+  
+  # 特定文件
+  - "*/whoosh_cn_backend.py"  # 搜索后端
+  - "*/elasticsearch_backend.py"  # 搜索后端
+  - "*/MemcacheStorage.py"  # 缓存存储
+  - "*/robot.py"  # 机器人相关
+  
+  # 配置文件
+  - "codecov.yml"
+  - ".coveragerc"
+  - "requirements*.txt"
diff --git a/src/collectedstatic/compressed/css/output.f76962182efc.css b/src/collectedstatic/compressed/css/output.f76962182efc.css
new file mode 100644
index 0000000..7436e06
--- /dev/null
+++ b/src/collectedstatic/compressed/css/output.f76962182efc.css
@@ -0,0 +1 @@
+.icon-sn-google{background-position:0 -28px}.icon-sn-bg-google{background-color:#4285f4;background-position:0 0}.fa-sn-google{color:#4285f4}.icon-sn-github{background-position:-28px -28px}.icon-sn-bg-github{background-color:#333;background-position:-28px 0}.fa-sn-github{color:#333}.icon-sn-weibo{background-position:-56px -28px}.icon-sn-bg-weibo{background-color:#e90d24;background-position:-56px 0}.fa-sn-weibo{color:#e90d24}.icon-sn-qq{background-position:-84px -28px}.icon-sn-bg-qq{background-color:#0098e6;background-position:-84px 0}.fa-sn-qq{color:#0098e6}.icon-sn-twitter{background-position:-112px -28px}.icon-sn-bg-twitter{background-color:#50abf1;background-position:-112px 0}.fa-sn-twitter{color:#50abf1}.icon-sn-facebook{background-position:-140px -28px}.icon-sn-bg-facebook{background-color:#4862a3;background-position:-140px 0}.fa-sn-facebook{color:#4862a3}.icon-sn-renren{background-position:-168px -28px}.icon-sn-bg-renren{background-color:#197bc8;background-position:-168px 0}.fa-sn-renren{color:#197bc8}.icon-sn-tqq{background-position:-196px -28px}.icon-sn-bg-tqq{background-color:#1f9ed2;background-position:-196px 0}.fa-sn-tqq{color:#1f9ed2}.icon-sn-douban{background-position:-224px -28px}.icon-sn-bg-douban{background-color:#279738;background-position:-224px 0}.fa-sn-douban{color:#279738}.icon-sn-weixin{background-position:-252px -28px}.icon-sn-bg-weixin{background-color:#00b500;background-position:-252px 0}.fa-sn-weixin{color:#00b500}.icon-sn-dotted{background-position:-280px -28px}.icon-sn-bg-dotted{background-color:#eee;background-position:-280px 0}.fa-sn-dotted{color:#eee}.icon-sn-site{background-position:-308px -28px}.icon-sn-bg-site{background-color:#00b500;background-position:-308px 0}.fa-sn-site{color:#00b500}.icon-sn-linkedin{background-position:-336px -28px}.icon-sn-bg-linkedin{background-color:#0077b9;background-position:-336px 0}.fa-sn-linkedin{color:#0077b9}[class*=icon-sn-]{display:inline-block;background-image:url('/static/blog/img/icon-sn.svg');background-repeat:no-repeat;width:28px;height:28px;vertical-align:middle;background-size:auto 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.peg{display:block;position:absolute;right:0px;width:100px;height:100%;box-shadow:0 0 10px #29d,0 0 5px #29d;opacity:1.0;-webkit-transform:rotate(3deg) translate(0px,-4px);-ms-transform:rotate(3deg) translate(0px,-4px);transform:rotate(3deg) translate(0px,-4px)}#nprogress .spinner{display:block;position:fixed;z-index:1031;top:15px;right:15px}#nprogress .spinner-icon{width:18px;height:18px;box-sizing:border-box;border:solid 2px transparent;border-top-color:red;border-left-color:red;border-radius:50%;-webkit-animation:nprogress-spinner 400ms linear infinite;animation:nprogress-spinner 400ms linear infinite}.nprogress-custom-parent{overflow:hidden;position:relative}.nprogress-custom-parent #nprogress .spinner,.nprogress-custom-parent #nprogress .bar{position:absolute}@-webkit-keyframes nprogress-spinner{0%{-webkit-transform:rotate(0deg)}100%{-webkit-transform:rotate(360deg)}}@keyframes 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\ No newline at end of file
diff --git a/src/collectedstatic/compressed/css/output.fbe498417efd.css b/src/collectedstatic/compressed/css/output.fbe498417efd.css
new file mode 100644
index 0000000..61fbfea
--- /dev/null
+++ b/src/collectedstatic/compressed/css/output.fbe498417efd.css
@@ -0,0 +1 @@
+html,body,div,span,applet,object,iframe,h1,h2,h3,h4,h5,h6,p,blockquote,pre,a,abbr,acronym,address,big,cite,code,del,dfn,em,img,ins,kbd,q,s,samp,small,strike,strong,sub,sup,tt,var,b,u,i,center,dl,dt,dd,ol,ul,li,fieldset,form,label,legend,table,caption,tbody,tfoot,thead,tr,th,td,article,aside,canvas,details,embed,figure,figcaption,footer,header,hgroup,menu,nav,output,ruby,section,summary,time,mark,audio,video{margin:0;padding:0;border:0;font-size:100%;vertical-align:baseline}body{line-height:1}ol,ul{list-style:none}blockquote,q{quotes:none}blockquote:before,blockquote:after,q:before,q:after{content:'';content:none}table{border-collapse:collapse;border-spacing:0}caption,th,td{font-weight:normal;text-align:left}h1,h2,h3,h4,h5,h6{clear:both}html{overflow-y:scroll;font-size:100%;-webkit-text-size-adjust:100%;-ms-text-size-adjust:100%}a:focus{outline:thin dotted}article,aside,details,figcaption,figure,footer,header,hgroup,nav,section{display:block}audio,canvas,video{display:inline-block}audio:not([controls]){display:none}del{color:#333}ins{background:#fff9c0;text-decoration:none}hr{background-color:#ccc;border:0;height:1px;margin:24px;margin-bottom:1.714285714rem}sub,sup{font-size:75%;line-height:0;position:relative;vertical-align:baseline}sup{top:-0.5em}sub{bottom:-0.25em}small{font-size:smaller}img{border:0;-ms-interpolation-mode:bicubic}.clear:after,.wrapper:after,.format-status .entry-header:after{clear:both}.clear:before,.clear:after,.wrapper:before,.wrapper:after,.format-status .entry-header:before,.format-status .entry-header:after{display:table;content:""}.archive-title,.page-title,.widget-title,.entry-content th,.comment-content th{font-size:11px;font-size:0.785714286rem;line-height:2.181818182;font-weight:bold;text-transform:uppercase;color:#636363}article.format-quote footer.entry-meta,article.format-link 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+if(!menu||!menu.childNodes.length){button.style.display='none';return;}
+button.onclick=function(){if(-1===menu.className.indexOf('nav-menu')){menu.className='nav-menu';}
+if(-1!==button.className.indexOf('toggled-on')){button.className=button.className.replace(' toggled-on','');menu.className=menu.className.replace(' toggled-on','');}else{button.className+=' toggled-on';menu.className+=' toggled-on';}};})();(function($){$('.main-navigation').find('a').on('focus.twentytwelve blur.twentytwelve',function(){$(this).parents('.menu-item, .page_item').toggleClass('focus');});if('ontouchstart'in window){$('body').on('touchstart.twentytwelve','.menu-item-has-children > a, .page_item_has_children > a',function(e){var el=$(this).parent('li');if(!el.hasClass('focus')){e.preventDefault();el.toggleClass('focus');el.siblings('.focus').removeClass('focus');}});}})(jQuery);;(function(){'use strict';document.addEventListener('DOMContentLoaded',function(){initRecommendations();});function initRecommendations(){trackRecommendationClicks();lazyLoadRecommendations();}
+function trackRecommendationClicks(){const recommendationLinks=document.querySelectorAll('.recommendation-item a');recommendationLinks.forEach(function(link){link.addEventListener('click',function(e){const articleTitle=this.textContent.trim();const articleUrl=this.href;if(typeof gtag!=='undefined'){gtag('event','click',{'event_category':'recommendation','event_label':articleTitle,'value':1});}
+console.log('Recommendation clicked:',articleTitle,articleUrl);});});}
+function lazyLoadRecommendations(){const recommendationContainer=document.querySelector('.article-recommendations');if(!recommendationContainer){return;}
+const observer=new IntersectionObserver(function(entries){entries.forEach(function(entry){if(entry.isIntersecting){entry.target.classList.add('loaded');observer.unobserve(entry.target);}});},{threshold:0.1});const recommendationItems=document.querySelectorAll('.recommendation-item');recommendationItems.forEach(function(item){observer.observe(item);});}
+function addAnimations(){const recommendationItems=document.querySelectorAll('.recommendation-item');recommendationItems.forEach(function(item,index){item.style.opacity='0';item.style.transform='translateY(20px)';item.style.transition='opacity 0.5s ease, transform 0.5s ease';setTimeout(function(){item.style.opacity='1';item.style.transform='translateY(0)';},index*100);});}
+window.ArticleRecommendation={init:initRecommendations,track:trackRecommendationClicks,animate:addAnimations};})();;
\ No newline at end of file
diff --git a/src/comments/__pycache__/__init__.cpython-311.pyc b/src/comments/__pycache__/__init__.cpython-311.pyc
new file mode 100644
index 0000000..b1e41f4
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diff --git a/src/comments/__pycache__/admin.cpython-311.pyc b/src/comments/__pycache__/admin.cpython-311.pyc
new file mode 100644
index 0000000..2726138
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diff --git a/src/comments/__pycache__/apps.cpython-311.pyc b/src/comments/__pycache__/apps.cpython-311.pyc
new file mode 100644
index 0000000..84938a9
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diff --git a/src/comments/__pycache__/forms.cpython-311.pyc b/src/comments/__pycache__/forms.cpython-311.pyc
new file mode 100644
index 0000000..24b4e2d
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diff --git a/src/comments/__pycache__/models.cpython-311.pyc b/src/comments/__pycache__/models.cpython-311.pyc
new file mode 100644
index 0000000..c9b5fa4
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diff --git a/src/comments/__pycache__/urls.cpython-311.pyc b/src/comments/__pycache__/urls.cpython-311.pyc
new file mode 100644
index 0000000..d956f07
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diff --git a/src/comments/__pycache__/utils.cpython-311.pyc b/src/comments/__pycache__/utils.cpython-311.pyc
new file mode 100644
index 0000000..b3686a7
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diff --git a/src/comments/__pycache__/views.cpython-311.pyc b/src/comments/__pycache__/views.cpython-311.pyc
new file mode 100644
index 0000000..09fdbc9
Binary files /dev/null and b/src/comments/__pycache__/views.cpython-311.pyc differ
diff --git a/src/comments/admin.py b/src/comments/admin.py
index 5622781..dbde14f 100644
--- a/src/comments/admin.py
+++ b/src/comments/admin.py
@@ -26,9 +26,11 @@ class CommentAdmin(admin.ModelAdmin):
         'is_enable',
         'creation_time')
     list_display_links = ('id', 'body', 'is_enable')
-    list_filter = ('is_enable', 'author', 'article',)
+    list_filter = ('is_enable',)
     exclude = ('creation_time', 'last_modify_time')
     actions = [disable_commentstatus, enable_commentstatus]
+    raw_id_fields = ('author', 'article')
+    search_fields = ('body',)
 
     def link_to_userinfo(self, obj):
         info = (obj.author._meta.app_label, obj.author._meta.model_name)
@@ -38,7 +40,7 @@ class CommentAdmin(admin.ModelAdmin):
             (link, obj.author.nickname if obj.author.nickname else obj.author.email))
 
     def link_to_article(self, obj):
-        info = (obj.author._meta.app_label, obj.author._meta.model_name)
+        info = (obj.article._meta.app_label, obj.article._meta.model_name)
         link = reverse('admin:%s_%s_change' % info, args=(obj.article.id,))
         return format_html(
             u'<a href="%s">%s</a>' % (link, obj.article.title))
diff --git a/src/comments/migrations/__pycache__/0001_initial.cpython-311.pyc b/src/comments/migrations/__pycache__/0001_initial.cpython-311.pyc
new file mode 100644
index 0000000..69906d3
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diff --git a/src/comments/migrations/__pycache__/0002_alter_comment_is_enable.cpython-311.pyc b/src/comments/migrations/__pycache__/0002_alter_comment_is_enable.cpython-311.pyc
new file mode 100644
index 0000000..f9ac124
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diff --git a/src/comments/migrations/__pycache__/0003_alter_comment_options_remove_comment_created_time_and_more.cpython-311.pyc b/src/comments/migrations/__pycache__/0003_alter_comment_options_remove_comment_created_time_and_more.cpython-311.pyc
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index 0000000..2cbcb26
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diff --git a/src/comments/templatetags/__pycache__/__init__.cpython-311.pyc b/src/comments/templatetags/__pycache__/__init__.cpython-311.pyc
new file mode 100644
index 0000000..2674528
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diff --git a/src/comments/templatetags/__pycache__/comments_tags.cpython-311.pyc b/src/comments/templatetags/__pycache__/comments_tags.cpython-311.pyc
new file mode 100644
index 0000000..0c0e74f
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diff --git a/src/deploy/k8s/deployment.yaml b/src/deploy/k8s/deployment.yaml
index 414fdcc..b50c411 100644
--- a/src/deploy/k8s/deployment.yaml
+++ b/src/deploy/k8s/deployment.yaml
@@ -26,13 +26,13 @@ spec:
             name: djangoblog-env
         readinessProbe:
           httpGet:
-            path: /
+            path: /health/
             port: 8000
           initialDelaySeconds: 10
           periodSeconds: 30
         livenessProbe:
           httpGet:
-            path: /
+            path: /health/
             port: 8000
           initialDelaySeconds: 10
           periodSeconds: 30
diff --git a/src/djangoblog/__init__.py b/src/djangoblog/__init__.py
index e69de29..1e205f4 100644
--- a/src/djangoblog/__init__.py
+++ b/src/djangoblog/__init__.py
@@ -0,0 +1 @@
+default_app_config = 'djangoblog.apps.DjangoblogAppConfig'
diff --git a/src/djangoblog/__pycache__/__init__.cpython-311.pyc b/src/djangoblog/__pycache__/__init__.cpython-311.pyc
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index 0000000..4bbb66d
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diff --git a/src/djangoblog/__pycache__/admin_site.cpython-311.pyc b/src/djangoblog/__pycache__/admin_site.cpython-311.pyc
new file mode 100644
index 0000000..fe46b58
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diff --git a/src/djangoblog/__pycache__/blog_signals.cpython-311.pyc b/src/djangoblog/__pycache__/blog_signals.cpython-311.pyc
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diff --git a/src/djangoblog/__pycache__/wsgi.cpython-311.pyc b/src/djangoblog/__pycache__/wsgi.cpython-311.pyc
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diff --git a/src/djangoblog/plugin_manage/__pycache__/base_plugin.cpython-311.pyc b/src/djangoblog/plugin_manage/__pycache__/base_plugin.cpython-311.pyc
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new file mode 100644
index 0000000..16df513
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diff --git a/src/djangoblog/plugin_manage/__pycache__/hooks.cpython-311.pyc b/src/djangoblog/plugin_manage/__pycache__/hooks.cpython-311.pyc
new file mode 100644
index 0000000..8c8b48d
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diff --git a/src/djangoblog/plugin_manage/__pycache__/loader.cpython-311.pyc b/src/djangoblog/plugin_manage/__pycache__/loader.cpython-311.pyc
new file mode 100644
index 0000000..ed815f2
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diff --git a/src/djangoblog/plugin_manage/base_plugin.py b/src/djangoblog/plugin_manage/base_plugin.py
index 2b4be5c..df1ce0b 100644
--- a/src/djangoblog/plugin_manage/base_plugin.py
+++ b/src/djangoblog/plugin_manage/base_plugin.py
@@ -1,4 +1,8 @@
 import logging
+from pathlib import Path
+
+from django.template import TemplateDoesNotExist
+from django.template.loader import render_to_string
 
 logger = logging.getLogger(__name__)
 
@@ -8,13 +12,34 @@ class BasePlugin:
     PLUGIN_NAME = None
     PLUGIN_DESCRIPTION = None
     PLUGIN_VERSION = None
+    PLUGIN_AUTHOR = None
+
+    # 插件配置
+    SUPPORTED_POSITIONS = []  # 支持的显示位置
+    DEFAULT_PRIORITY = 100  # 默认优先级（数字越小优先级越高）
+    POSITION_PRIORITIES = {}  # 各位置的优先级 {'sidebar': 50, 'article_bottom': 80}
 
     def __init__(self):
         if not all([self.PLUGIN_NAME, self.PLUGIN_DESCRIPTION, self.PLUGIN_VERSION]):
             raise ValueError("Plugin metadata (PLUGIN_NAME, PLUGIN_DESCRIPTION, PLUGIN_VERSION) must be defined.")
+
+        # 设置插件路径
+        self.plugin_dir = self._get_plugin_directory()
+        self.plugin_slug = self._get_plugin_slug()
+
         self.init_plugin()
         self.register_hooks()
 
+    def _get_plugin_directory(self):
+        """获取插件目录路径"""
+        import inspect
+        plugin_file = inspect.getfile(self.__class__)
+        return Path(plugin_file).parent
+
+    def _get_plugin_slug(self):
+        """获取插件标识符（目录名）"""
+        return self.plugin_dir.name
+
     def init_plugin(self):
         """
         插件初始化逻辑
@@ -29,6 +54,129 @@ class BasePlugin:
         """
         pass
 
+    # === 位置渲染系统 ===
+    def render_position_widget(self, position, context, **kwargs):
+        """
+        根据位置渲染插件组件
+        
+        Args:
+            position: 位置标识
+            context: 模板上下文
+            **kwargs: 额外参数
+            
+        Returns:
+            dict: {'html': 'HTML内容', 'priority': 优先级} 或 None
+        """
+        if position not in self.SUPPORTED_POSITIONS:
+            return None
+
+        # 检查条件显示
+        if not self.should_display(position, context, **kwargs):
+            return None
+
+        # 调用具体的位置渲染方法
+        method_name = f'render_{position}_widget'
+        if hasattr(self, method_name):
+            html = getattr(self, method_name)(context, **kwargs)
+            if html:
+                priority = self.POSITION_PRIORITIES.get(position, self.DEFAULT_PRIORITY)
+                return {
+                    'html': html,
+                    'priority': priority,
+                    'plugin_name': self.PLUGIN_NAME
+                }
+
+        return None
+
+    def should_display(self, position, context, **kwargs):
+        """
+        判断插件是否应该在指定位置显示
+        子类可重写此方法实现条件显示逻辑
+        
+        Args:
+            position: 位置标识
+            context: 模板上下文
+            **kwargs: 额外参数
+            
+        Returns:
+            bool: 是否显示
+        """
+        return True
+
+    # === 各位置渲染方法 - 子类重写 ===
+    def render_sidebar_widget(self, context, **kwargs):
+        """渲染侧边栏组件"""
+        return None
+
+    def render_article_bottom_widget(self, context, **kwargs):
+        """渲染文章底部组件"""
+        return None
+
+    def render_article_top_widget(self, context, **kwargs):
+        """渲染文章顶部组件"""
+        return None
+
+    def render_header_widget(self, context, **kwargs):
+        """渲染页头组件"""
+        return None
+
+    def render_footer_widget(self, context, **kwargs):
+        """渲染页脚组件"""
+        return None
+
+    def render_comment_before_widget(self, context, **kwargs):
+        """渲染评论前组件"""
+        return None
+
+    def render_comment_after_widget(self, context, **kwargs):
+        """渲染评论后组件"""
+        return None
+
+    # === 模板系统 ===
+    def render_template(self, template_name, context=None):
+        """
+        渲染插件模板
+        
+        Args:
+            template_name: 模板文件名
+            context: 模板上下文
+            
+        Returns:
+            HTML字符串
+        """
+        if context is None:
+            context = {}
+
+        template_path = f"plugins/{self.plugin_slug}/{template_name}"
+
+        try:
+            return render_to_string(template_path, context)
+        except TemplateDoesNotExist:
+            logger.warning(f"Plugin template not found: {template_path}")
+            return ""
+
+    # === 静态资源系统 ===
+    def get_static_url(self, static_file):
+        """获取插件静态文件URL"""
+        from django.templatetags.static import static
+        return static(f"{self.plugin_slug}/static/{self.plugin_slug}/{static_file}")
+
+    def get_css_files(self):
+        """获取插件CSS文件列表"""
+        return []
+
+    def get_js_files(self):
+        """获取插件JavaScript文件列表"""
+        return []
+
+    def get_head_html(self, context=None):
+        """获取需要插入到<head>中的HTML内容"""
+        return ""
+
+    def get_body_html(self, context=None):
+        """获取需要插入到<body>底部的HTML内容"""
+        return ""
+
     def get_plugin_info(self):
         """
         获取插件信息
@@ -37,5 +185,10 @@ class BasePlugin:
         return {
             'name': self.PLUGIN_NAME,
             'description': self.PLUGIN_DESCRIPTION,
-            'version': self.PLUGIN_VERSION
+            'version': self.PLUGIN_VERSION,
+            'author': self.PLUGIN_AUTHOR,
+            'slug': self.plugin_slug,
+            'directory': str(self.plugin_dir),
+            'supported_positions': self.SUPPORTED_POSITIONS,
+            'priorities': self.POSITION_PRIORITIES
         }
diff --git a/src/djangoblog/plugin_manage/hook_constants.py b/src/djangoblog/plugin_manage/hook_constants.py
index 6685b7c..8ed4e89 100644
--- a/src/djangoblog/plugin_manage/hook_constants.py
+++ b/src/djangoblog/plugin_manage/hook_constants.py
@@ -5,3 +5,18 @@ ARTICLE_DELETE = 'article_delete'
 
 ARTICLE_CONTENT_HOOK_NAME = "the_content"
 
+# 位置钩子常量
+POSITION_HOOKS = {
+    'article_top': 'article_top_widgets',
+    'article_bottom': 'article_bottom_widgets',
+    'sidebar': 'sidebar_widgets',
+    'header': 'header_widgets',
+    'footer': 'footer_widgets',
+    'comment_before': 'comment_before_widgets',
+    'comment_after': 'comment_after_widgets',
+}
+
+# 资源注入钩子
+HEAD_RESOURCES_HOOK = 'head_resources'
+BODY_RESOURCES_HOOK = 'body_resources'
+
diff --git a/src/djangoblog/plugin_manage/loader.py b/src/djangoblog/plugin_manage/loader.py
index 12e824b..ee750d0 100644
--- a/src/djangoblog/plugin_manage/loader.py
+++ b/src/djangoblog/plugin_manage/loader.py
@@ -4,16 +4,61 @@ from django.conf import settings
 
 logger = logging.getLogger(__name__)
 
+# 全局插件注册表
+_loaded_plugins = []
+
 def load_plugins():
     """
     Dynamically loads and initializes plugins from the 'plugins' directory.
     This function is intended to be called when the Django app registry is ready.
     """
+    global _loaded_plugins
+    _loaded_plugins = []
+    
     for plugin_name in settings.ACTIVE_PLUGINS:
         plugin_path = os.path.join(settings.PLUGINS_DIR, plugin_name)
         if os.path.isdir(plugin_path) and os.path.exists(os.path.join(plugin_path, 'plugin.py')):
             try:
-                __import__(f'plugins.{plugin_name}.plugin')
-                logger.info(f"Successfully loaded plugin: {plugin_name}")
+                # 导入插件模块
+                plugin_module = __import__(f'plugins.{plugin_name}.plugin', fromlist=['plugin'])
+                
+                # 获取插件实例
+                if hasattr(plugin_module, 'plugin'):
+                    plugin_instance = plugin_module.plugin
+                    _loaded_plugins.append(plugin_instance)
+                    logger.info(f"Successfully loaded plugin: {plugin_name} - {plugin_instance.PLUGIN_NAME}")
+                else:
+                    logger.warning(f"Plugin {plugin_name} does not have 'plugin' instance")
+                    
             except ImportError as e:
-                logger.error(f"Failed to import plugin: {plugin_name}", exc_info=e) 
\ No newline at end of file
+                logger.error(f"Failed to import plugin: {plugin_name}", exc_info=e)
+            except AttributeError as e:
+                logger.error(f"Failed to get plugin instance: {plugin_name}", exc_info=e)
+            except Exception as e:
+                logger.error(f"Unexpected error loading plugin: {plugin_name}", exc_info=e)
+
+def get_loaded_plugins():
+    """获取所有已加载的插件"""
+    return _loaded_plugins
+
+def get_plugin_by_name(plugin_name):
+    """根据名称获取插件"""
+    for plugin in _loaded_plugins:
+        if plugin.plugin_slug == plugin_name:
+            return plugin
+    return None
+
+def get_plugin_by_slug(plugin_slug):
+    """根据slug获取插件"""
+    for plugin in _loaded_plugins:
+        if plugin.plugin_slug == plugin_slug:
+            return plugin
+    return None
+
+def get_plugins_info():
+    """获取所有插件的信息"""
+    return [plugin.get_plugin_info() for plugin in _loaded_plugins]
+
+def get_plugins_by_position(position):
+    """获取支持指定位置的插件"""
+    return [plugin for plugin in _loaded_plugins if position in plugin.SUPPORTED_POSITIONS] 
\ No newline at end of file
diff --git a/src/djangoblog/settings.py b/src/djangoblog/settings.py
index 3269a34..fe873ad 100644
--- a/src/djangoblog/settings.py
+++ b/src/djangoblog/settings.py
@@ -11,6 +11,7 @@ https://docs.djangoproject.com/en/1.10/ref/settings/
 """
 import os
 import sys
+from pathlib import Path
 
 from django.utils.translation import gettext_lazy as _
 
@@ -20,9 +21,8 @@ def env_to_bool(env, default):
     return default if str_val is None else str_val == 'True'
 
 
-# Build paths inside the project like this: os.path.join(BASE_DIR, ...)
-
-BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+# Build paths inside the project like this: BASE_DIR / 'subdir'.
+BASE_DIR = Path(__file__).resolve().parent.parent
 
 # Quick-start development settings - unsuitable for production
 # See https://docs.djangoproject.com/en/1.10/howto/deployment/checklist/
@@ -60,7 +60,8 @@ INSTALLED_APPS = [
     'oauth',
     'servermanager',
     'owntracks',
-    'compressor'
+    'compressor',
+    'djangoblog'
 ]
 
 MIDDLEWARE = [
@@ -106,15 +107,15 @@ WSGI_APPLICATION = 'djangoblog.wsgi.application'
 
 
 DATABASES = {
-    'default': {
-        'ENGINE': 'django.db.backends.mysql',
-        'NAME': 'djangoblog',
-        'USER': 'root',
-        'PASSWORD': 'password',
-        'HOST': '127.0.0.1',
-        'PORT': 3306,
-    }
-}
+      'default': {
+          'ENGINE': 'django.db.backends.mysql',
+          'NAME': 'djangoblog',
+          'USER': 'DjangoBlog',
+          'PASSWORD': 'DjangoBlog',
+          'HOST': '127.0.0.1',
+          'PORT': 3306,
+      }
+  }
 
 # Password validation
 # https://docs.djangoproject.com/en/1.10/ref/settings/#auth-password-validators
@@ -151,7 +152,7 @@ USE_I18N = True
 
 USE_L10N = True
 
-USE_TZ = True
+USE_TZ = False
 
 # Static files (CSS, JavaScript, Images)
 # https://docs.djangoproject.com/en/1.10/howto/static-files/
@@ -174,6 +175,11 @@ STATIC_ROOT = os.path.join(BASE_DIR, 'collectedstatic')
 STATIC_URL = '/static/'
 STATICFILES = os.path.join(BASE_DIR, 'static')
 
+# 添加插件静态文件目录
+STATICFILES_DIRS = [
+    os.path.join(BASE_DIR, 'plugins'),  # 让Django能找到插件的静态文件
+]
+
 AUTH_USER_MODEL = 'accounts.BlogUser'
 LOGIN_URL = '/login/'
 
@@ -298,23 +304,76 @@ STATICFILES_FINDERS = (
     'compressor.finders.CompressorFinder',
 )
 COMPRESS_ENABLED = True
-# COMPRESS_OFFLINE = True
+# 根据环境变量决定是否启用离线压缩
+COMPRESS_OFFLINE = os.environ.get('COMPRESS_OFFLINE', 'False').lower() == 'true'
+
+# 压缩输出目录
+COMPRESS_OUTPUT_DIR = 'compressed'
 
+# 压缩文件名模板 - 包含哈希值用于缓存破坏
+COMPRESS_CSS_HASHING_METHOD = 'mtime'
+COMPRESS_JS_HASHING_METHOD = 'mtime'
 
+# 高级CSS压缩过滤器
 COMPRESS_CSS_FILTERS = [
-    # creates absolute urls from relative ones
+    # 创建绝对URL
     'compressor.filters.css_default.CssAbsoluteFilter',
-    # css minimizer
-    'compressor.filters.cssmin.CSSMinFilter'
+    # CSS压缩器 - 高压缩等级
+    'compressor.filters.cssmin.CSSCompressorFilter',
 ]
+
+# 高级JS压缩过滤器
 COMPRESS_JS_FILTERS = [
-    'compressor.filters.jsmin.JSMinFilter'
+    # JS压缩器 - 高压缩等级
+    'compressor.filters.jsmin.SlimItFilter',
 ]
 
+# 压缩缓存配置
+COMPRESS_CACHE_BACKEND = 'default'
+COMPRESS_CACHE_KEY_FUNCTION = 'compressor.cache.simple_cachekey'
+
+# 预压缩配置
+COMPRESS_PRECOMPILERS = (
+    # 支持SCSS/SASS
+    ('text/x-scss', 'django_libsass.SassCompiler'),
+    ('text/x-sass', 'django_libsass.SassCompiler'),
+)
+
+# 压缩性能优化
+COMPRESS_MINT_DELAY = 30  # 压缩延迟（秒）
+COMPRESS_MTIME_DELAY = 10  # 修改时间检查延迟
+COMPRESS_REBUILD_TIMEOUT = 2592000  # 重建超时（30天）
+
+# 压缩等级配置
+COMPRESS_CSS_COMPRESSOR = 'compressor.css.CssCompressor'
+COMPRESS_JS_COMPRESSOR = 'compressor.js.JsCompressor'
+
+# 静态文件缓存配置
+STATICFILES_STORAGE = 'django.contrib.staticfiles.storage.ManifestStaticFilesStorage'
+
+# 浏览器缓存配置（通过中间件或服务器配置）
+COMPRESS_URL = STATIC_URL
+COMPRESS_ROOT = STATIC_ROOT
+
 MEDIA_ROOT = os.path.join(BASE_DIR, 'uploads')
 MEDIA_URL = '/media/'
 X_FRAME_OPTIONS = 'SAMEORIGIN'
 
+# 安全头部配置 - 防XSS和其他攻击
+SECURE_BROWSER_XSS_FILTER = True
+SECURE_CONTENT_TYPE_NOSNIFF = True
+SECURE_REFERRER_POLICY = 'strict-origin-when-cross-origin'
+
+# 内容安全策略 (CSP) - 防XSS攻击
+CSP_DEFAULT_SRC = ["'self'"]
+CSP_SCRIPT_SRC = ["'self'", "'unsafe-inline'", "cdn.mathjax.org", "*.googleapis.com"]
+CSP_STYLE_SRC = ["'self'", "'unsafe-inline'", "*.googleapis.com", "*.gstatic.com"]
+CSP_IMG_SRC = ["'self'", "data:", "*.lylinux.net", "*.gravatar.com", "*.githubusercontent.com"]
+CSP_FONT_SRC = ["'self'", "*.googleapis.com", "*.gstatic.com"]
+CSP_CONNECT_SRC = ["'self'"]
+CSP_FRAME_SRC = ["'none'"]
+CSP_OBJECT_SRC = ["'none'"]
+
 DEFAULT_AUTO_FIELD = 'django.db.models.BigAutoField'
 
 if os.environ.get('DJANGO_ELASTICSEARCH_HOST'):
@@ -328,3 +387,16 @@ if os.environ.get('DJANGO_ELASTICSEARCH_HOST'):
             'ENGINE': 'djangoblog.elasticsearch_backend.ElasticSearchEngine',
         },
     }
+
+# Plugin System
+PLUGINS_DIR = BASE_DIR / 'plugins'
+ACTIVE_PLUGINS = [
+    'article_copyright',
+    'reading_time',
+    'external_links',
+    'view_count',
+    'seo_optimizer',
+    'image_lazy_loading',
+    'article_recommendation',
+]
+
diff --git a/src/djangoblog/spider_notify.py b/src/djangoblog/spider_notify.py
index f77c09b..7b909e9 100644
--- a/src/djangoblog/spider_notify.py
+++ b/src/djangoblog/spider_notify.py
@@ -2,7 +2,6 @@ import logging
 
 import requests
 from django.conf import settings
-from django.contrib.sitemaps import ping_google
 
 logger = logging.getLogger(__name__)
 
@@ -17,15 +16,6 @@ class SpiderNotify():
         except Exception as e:
             logger.error(e)
 
-    @staticmethod
-    def __google_notify():
-        try:
-            ping_google('/sitemap.xml')
-        except Exception as e:
-            logger.error(e)
-
     @staticmethod
     def notify(url):
-
         SpiderNotify.baidu_notify(url)
-        SpiderNotify.__google_notify()
diff --git a/src/djangoblog/urls.py b/src/djangoblog/urls.py
index 4aae58a..6a9e1de 100644
--- a/src/djangoblog/urls.py
+++ b/src/djangoblog/urls.py
@@ -20,6 +20,8 @@ from django.contrib.sitemaps.views import sitemap
 from django.urls import path, include
 from django.urls import re_path
 from haystack.views import search_view_factory
+from django.http import JsonResponse
+import time
 
 from blog.views import EsSearchView
 from djangoblog.admin_site import admin_site
@@ -40,8 +42,20 @@ handler404 = 'blog.views.page_not_found_view'
 handler500 = 'blog.views.server_error_view'
 handle403 = 'blog.views.permission_denied_view'
 
+
+def health_check(request):
+    """
+    健康检查接口
+    简单返回服务健康状态
+    """
+    return JsonResponse({
+        'status': 'healthy',
+        'timestamp': time.time()
+    })
+
 urlpatterns = [
     path('i18n/', include('django.conf.urls.i18n')),
+    path('health/', health_check, name='health_check'),
 ]
 urlpatterns += i18n_patterns(
     re_path(r'^admin/', admin_site.urls),
diff --git a/src/djangoblog/utils.py b/src/djangoblog/utils.py
index 57f63dc..91d2b91 100644
--- a/src/djangoblog/utils.py
+++ b/src/djangoblog/utils.py
@@ -224,9 +224,49 @@ def get_resource_url():
 
 
 ALLOWED_TAGS = ['a', 'abbr', 'acronym', 'b', 'blockquote', 'code', 'em', 'i', 'li', 'ol', 'pre', 'strong', 'ul', 'h1',
-                'h2', 'p']
-ALLOWED_ATTRIBUTES = {'a': ['href', 'title'], 'abbr': ['title'], 'acronym': ['title']}
-
+                'h2', 'p', 'span', 'div']
+
+# 安全的class值白名单 - 只允许代码高亮相关的class
+ALLOWED_CLASSES = [
+    'codehilite', 'highlight', 'hll', 'c', 'err', 'k', 'l', 'n', 'o', 'p', 'cm', 'cp', 'c1', 'cs',
+    'gd', 'ge', 'gr', 'gh', 'gi', 'go', 'gp', 'gs', 'gu', 'gt', 'kc', 'kd', 'kn', 'kp', 'kr', 'kt',
+    'ld', 'm', 'mf', 'mh', 'mi', 'mo', 'na', 'nb', 'nc', 'no', 'nd', 'ni', 'ne', 'nf', 'nl', 'nn',
+    'nt', 'nv', 'ow', 'w', 'mb', 'mh', 'mi', 'mo', 'sb', 'sc', 'sd', 'se', 'sh', 'si', 'sx', 's2',
+    's1', 'ss', 'bp', 'vc', 'vg', 'vi', 'il'
+]
+
+def class_filter(tag, name, value):
+    """自定义class属性过滤器"""
+    if name == 'class':
+        # 只允许预定义的安全class值
+        allowed_classes = [cls for cls in value.split() if cls in ALLOWED_CLASSES]
+        return ' '.join(allowed_classes) if allowed_classes else False
+    return value
+
+# 安全的属性白名单
+ALLOWED_ATTRIBUTES = {
+    'a': ['href', 'title'], 
+    'abbr': ['title'], 
+    'acronym': ['title'],
+    'span': class_filter,
+    'div': class_filter,
+    'pre': class_filter,
+    'code': class_filter
+}
+
+# 安全的协议白名单 - 防止javascript:等危险协议
+ALLOWED_PROTOCOLS = ['http', 'https', 'mailto']
 
 def sanitize_html(html):
-    return bleach.clean(html, tags=ALLOWED_TAGS, attributes=ALLOWED_ATTRIBUTES)
+    """
+    安全的HTML清理函数
+    使用bleach库进行白名单过滤，防止XSS攻击
+    """
+    return bleach.clean(
+        html, 
+        tags=ALLOWED_TAGS, 
+        attributes=ALLOWED_ATTRIBUTES,
+        protocols=ALLOWED_PROTOCOLS,  # 限制允许的协议
+        strip=True,  # 移除不允许的标签而不是转义
+        strip_comments=True  # 移除HTML注释
+    )
diff --git a/src/djangoblog/whoosh_cn_backend.py b/src/djangoblog/whoosh_cn_backend.py
index c285cc2..04e3f7f 100644
--- a/src/djangoblog/whoosh_cn_backend.py
+++ b/src/djangoblog/whoosh_cn_backend.py
@@ -12,7 +12,7 @@ import warnings
 import six
 from django.conf import settings
 from django.core.exceptions import ImproperlyConfigured
-from django.utils.datetime_safe import datetime
+from datetime import datetime
 from django.utils.encoding import force_str
 from haystack.backends import BaseEngine, BaseSearchBackend, BaseSearchQuery, EmptyResults, log_query
 from haystack.constants import DJANGO_CT, DJANGO_ID, ID
diff --git a/src/docker-compose.es.yml b/src/docker-compose.es.yml
deleted file mode 100644
index 83e35ff..0000000
--- a/src/docker-compose.es.yml
+++ /dev/null
@@ -1,48 +0,0 @@
-version: '3'
-
-services:
-  es:
-    image: liangliangyy/elasticsearch-analysis-ik:8.6.1
-    container_name: es
-    restart: always
-    environment:
-      - discovery.type=single-node
-      - "ES_JAVA_OPTS=-Xms512m -Xmx512m"
-    ports:
-      - 9200:9200
-    volumes:
-      - ./bin/datas/es/:/usr/share/elasticsearch/data/
-
-  kibana:
-    image: kibana:8.6.1
-    restart: always
-    container_name: kibana
-    ports:
-      - 5601:5601
-    environment:
-      - ELASTICSEARCH_HOSTS=http://es:9200
-
-  djangoblog:
-    build: .
-    restart: always
-    command: bash -c 'sh /code/djangoblog/bin/docker_start.sh'
-    ports:
-      - "8000:8000"
-    volumes:
-      - ./collectedstatic:/code/djangoblog/collectedstatic
-      - ./uploads:/code/djangoblog/uploads
-    environment:
-      - DJANGO_MYSQL_DATABASE=djangoblog
-      - DJANGO_MYSQL_USER=root
-      - DJANGO_MYSQL_PASSWORD=DjAnGoBlOg!2!Q@W#E
-      - DJANGO_MYSQL_HOST=db
-      - DJANGO_MYSQL_PORT=3306
-      - DJANGO_MEMCACHED_LOCATION=memcached:11211
-      - DJANGO_ELASTICSEARCH_HOST=es:9200
-    links:
-      - db
-      - memcached
-    depends_on:
-      - db
-    container_name: djangoblog
-
diff --git a/src/docker-compose.yml b/src/docker-compose.yml
deleted file mode 100644
index 2735c32..0000000
--- a/src/docker-compose.yml
+++ /dev/null
@@ -1,59 +0,0 @@
-version: '3'
-
-services:
-  db:
-    image: mysql:latest
-    restart: always
-    environment:
-      - MYSQL_DATABASE=djangoblog
-      - MYSQL_ROOT_PASSWORD=DjAnGoBlOg!2!Q@W#E
-    ports:
-      - 3306:3306
-    volumes:
-      - ./bin/datas/mysql/:/var/lib/mysql
-    depends_on:
-      - redis
-    container_name: db
-
-  djangoblog:
-    build: .
-    restart: always
-    command: bash -c 'sh /code/djangoblog/bin/docker_start.sh'
-    ports:
-      - "8000:8000"
-    volumes:
-      - ./collectedstatic:/code/djangoblog/collectedstatic
-      - ./logs:/code/djangoblog/logs
-      - ./uploads:/code/djangoblog/uploads
-    environment:
-      - DJANGO_MYSQL_DATABASE=djangoblog
-      - DJANGO_MYSQL_USER=root
-      - DJANGO_MYSQL_PASSWORD=DjAnGoBlOg!2!Q@W#E
-      - DJANGO_MYSQL_HOST=db
-      - DJANGO_MYSQL_PORT=3306
-      - DJANGO_REDIS_URL=redis:6379
-    links:
-      - db
-      - redis
-    depends_on:
-      - db
-    container_name: djangoblog
-  nginx:
-    restart: always
-    image: nginx:latest
-    ports:
-      - "80:80"
-      - "443:443"
-    volumes:
-      - ./bin/nginx.conf:/etc/nginx/nginx.conf
-      - ./collectedstatic:/code/djangoblog/collectedstatic
-    links:
-      - djangoblog:djangoblog
-    container_name: nginx
-
-  redis:
-    restart: always
-    image: redis:latest
-    container_name: redis
-    ports:
-      - "6379:6379"
diff --git a/src/docs/README-en.md b/src/docs/README-en.md
index 4b72655..37ea069 100644
--- a/src/docs/README-en.md
+++ b/src/docs/README-en.md
@@ -1,122 +1,158 @@
 # DjangoBlog
 
-🌍
-*[English](README-en.md) ∙ [简体中文](README.md)*
+<p align="center">
+  <a href="https://github.com/liangliangyy/DjangoBlog/actions/workflows/django.yml"><img src="https://github.com/liangliangyy/DjangoBlog/actions/workflows/django.yml/badge.svg" alt="Django CI"></a>
+  <a href="https://github.com/liangliangyy/DjangoBlog/actions/workflows/codeql-analysis.yml"><img src="https://github.com/liangliangyy/DjangoBlog/actions/workflows/codeql-analysis.yml/badge.svg" alt="CodeQL"></a>
+  <a href="https://codecov.io/gh/liangliangyy/DjangoBlog"><img src="https://codecov.io/gh/liangliangyy/DjangoBlog/branch/master/graph/badge.svg" alt="codecov"></a>
+  <a href="https://github.com/liangliangyy/DjangoBlog/blob/master/LICENSE"><img src="https://img.shields.io/github/license/liangliangyy/djangoblog.svg" alt="license"></a>
+</p>
+
+<p align="center">
+  <b>A powerful, elegant, and modern blog system.</b>
+  <br>
+  <b>English</b> • <a href="/README.md">简体中文</a>
+</p>
 
-A blog system based on `python3.8` and `Django4.0`.
-
-
-[![Django CI](https://github.com/liangliangyy/DjangoBlog/actions/workflows/django.yml/badge.svg)](https://github.com/liangliangyy/DjangoBlog/actions/workflows/django.yml) [![CodeQL](https://github.com/liangliangyy/DjangoBlog/actions/workflows/codeql-analysis.yml/badge.svg)](https://github.com/liangliangyy/DjangoBlog/actions/workflows/codeql-analysis.yml) [![codecov](https://codecov.io/gh/liangliangyy/DjangoBlog/branch/master/graph/badge.svg)](https://codecov.io/gh/liangliangyy/DjangoBlog) [![license](https://img.shields.io/github/license/liangliangyy/djangoblog.svg)]()  
-
-
-## Main Features:
-- Articles, Pages, Categories, Tags(Add, Delete, Edit), edc. Articles and pages support `Markdown` and highlighting.
-- Articles support full-text search.
-- Complete comment feature, include posting reply comment and email notification. `Markdown` supporting.
-- Sidebar feature: new articles, most readings, tags, etc.
-- OAuth Login supported, including Google, GitHub, Facebook, Weibo, QQ.
-- `Memcache` supported, with cache auto refresh.
-- Simple SEO Features, notify Google and Baidu when there was a new article or other things.
-- Simple picture bed feature integrated.
-- `django-compressor` integrated, auto-compressed `css`, `js`.
-- Website exception email notification. When there is an unhandle exception, system will send an email notification.
-- Wechat official account feature integrated. Now, you can use wechat official account to manage your VPS.
-
-## Installation:
-Change MySQL client from `pymysql` to `mysqlclient`, more details please reference [pypi](https://pypi.org/project/mysqlclient/) , checkout preperation before installation.
-
-Install via pip: `pip install -Ur requirements.txt`
-
-If you do NOT have `pip`, please use the following methods to install:
-- OS X / Linux, run the following commands: 
-
-    ```
-    curl http://peak.telecommunity.com/dist/ez_setup.py | python
-    curl https://raw.github.com/pypa/pip/master/contrib/get-pip.py | python
-    ```
+---
 
-- Windows：
+DjangoBlog is a high-performance blog platform built with Python 3.10 and Django 4.0. It not only provides all the core functionalities of a traditional blog but also features a flexible plugin system, allowing you to easily extend and customize your website. Whether you are a personal blogger, a tech enthusiast, or a content creator, DjangoBlog aims to provide a stable, efficient, and easy-to-maintain environment for writing and publishing.
 
-    Download http://peak.telecommunity.com/dist/ez_setup.py and https://raw.github.com/pypa/pip/master/contrib/get-pip.py, and run with python. 
+## ✨ Features
 
-### Configuration
-Most configurations are in `setting.py`, others are in backend configurations.
+- **Powerful Content Management**: Full support for managing articles, standalone pages, categories, and tags. Comes with a powerful built-in Markdown editor with syntax highlighting.
+- **Full-Text Search**: Integrated search engine for fast and accurate content searching.
+- **Interactive Comment System**: Supports replies, email notifications, and Markdown formatting in comments.
+- **Flexible Sidebar**: Customizable modules for displaying recent articles, most viewed posts, tag cloud, and more.
+- **Social Login**: Built-in OAuth support, with integrations for Google, GitHub, Facebook, Weibo, QQ, and other major platforms.
+- **High-Performance Caching**: Native support for Redis caching with an automatic refresh mechanism to ensure high-speed website responses.
+- **SEO Friendly**: Basic SEO features are included, with automatic notifications to Google and Baidu upon new content publication.
+- **Extensible Plugin System**: Extend blog functionalities by creating standalone plugins, ensuring decoupled and maintainable code. We have already implemented features like view counting and SEO optimization through plugins!
+- **Integrated Image Hosting**: A simple, built-in image hosting feature for easy uploads and management.
+- **Automated Frontend**: Integrated with `django-compressor` to automatically compress and optimize CSS and JavaScript files.
+- **Robust Operations**: Built-in email notifications for website exceptions and management capabilities through a WeChat Official Account.
 
-I set many `setting` configuration with my environment variables (such as: `SECRET_KEY`, `OAUTH`, `mysql` and some email configuration parts.) and they did NOT been submitted to the `GitHub`. You can change these in the code with your own configuration or just add them into your environment variables.
+## 🛠️ Tech Stack
 
-Files in `test` directory are for `travis` with automatic testing. You do not need to care about this. Or just use it, in this way to integrate `travis` for automatic testing.
+- **Backend**: Python 3.10, Django 4.0
+- **Database**: MySQL, SQLite (configurable)
+- **Cache**: Redis
+- **Frontend**: HTML5, CSS3, JavaScript
+- **Search**: Whoosh, Elasticsearch (configurable)
+- **Editor**: Markdown (mdeditor)
 
-In `bin` directory, we have scripts to deploy with `Nginx`+`Gunicorn`+`virtualenv`+`supervisor` on `linux` and `Nginx` configuration file. You can reference with my article
+## 🚀 Getting Started
 
->[DjangoBlog部署教程](https://www.lylinux.net/article/2019/8/5/58.html)
+### 1. Prerequisites
 
-More deploy detail in this article.
+Ensure you have Python 3.10+ and MySQL/MariaDB installed on your system.
 
-## Run
+### 2. Clone & Installation
 
-Modify `DjangoBlog/setting.py` with database settings, as following:
+```bash
+# Clone the project to your local machine
+git clone https://github.com/liangliangyy/DjangoBlog.git
+cd DjangoBlog
 
-```python
-DATABASES = {
-    'default': {
-        'ENGINE': 'django.db.backends.mysql',
-        'NAME': 'djangoblog',
-        'USER': 'root',
-        'PASSWORD': 'password',
-        'HOST': 'host',
-        'PORT': 3306,
-    }
-}
+# Install dependencies
+pip install -r requirements.txt
 ```
 
-### Create database
-Run the following command in MySQL shell:
-```sql
-CREATE DATABASE `djangoblog` /*!40100 DEFAULT CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci */;
-```
+### 3. Project Configuration
+
+- **Database**:
+  Open `djangoblog/settings.py`, locate the `DATABASES` section, and update it with your MySQL connection details.
+
+  ```python
+  DATABASES = {
+      'default': {
+          'ENGINE': 'django.db.backends.mysql',
+          'NAME': 'djangoblog',
+          'USER': 'root',
+          'PASSWORD': 'your_password',
+          'HOST': '127.0.0.1',
+          'PORT': 3306,
+      }
+  }
+  ```
+  Create the database in MySQL:
+  ```sql
+  CREATE DATABASE `djangoblog` DEFAULT CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci;
+  ```
+
+- **More Configurations**:
+  For advanced settings such as email, OAuth, caching, and more, please refer to our [Detailed Configuration Guide](/docs/config-en.md).
+
+### 4. Database Initialization
 
-Run the following commands in Terminal:
 ```bash
 python manage.py makemigrations
 python manage.py migrate
-```  
 
-### Create super user
-
-Run command in terminal:
-```bash
+# Create a superuser account
 python manage.py createsuperuser
 ```
 
-### Create testing data
-Run command in terminal:
+### 5. Running the Project
+
 ```bash
+# (Optional) Generate some test data
 python manage.py create_testdata
-```
 
-### Collect static files
-Run command in terminal:
-```bash
+# (Optional) Collect and compress static files
 python manage.py collectstatic --noinput
 python manage.py compress --force
+
+# Start the development server
+python manage.py runserver
 ```
 
-### Getting start to run server
-Execute: `python manage.py runserver`
+Now, open your browser and navigate to `http://127.0.0.1:8000/`. You should see the DjangoBlog homepage!
+
+## Deployment
+
+- **Traditional Deployment**: A detailed guide for server deployment is available here: [Deployment Tutorial](https://www.lylinux.net/article/2019/8/5/58.html) (in Chinese).
+- **Docker Deployment**: This project fully supports Docker. If you are familiar with containerization, please refer to the [Docker Deployment Guide](/docs/docker-en.md) for a quick start.
+- **Kubernetes Deployment**: We also provide a complete [Kubernetes Deployment Guide](/docs/k8s-en.md) to help you go cloud-native easily.
+
+## 🧩 Plugin System
+
+The plugin system is a core feature of DjangoBlog. It allows you to add new functionalities to your blog without modifying the core codebase by writing standalone plugins.
 
-Open up a browser and visit: http://127.0.0.1:8000/ , the you will see the blog.
+- **How it Works**: Plugins operate by registering callback functions to predefined "hooks". For instance, when an article is rendered, the `after_article_body_get` hook is triggered, and all functions registered to this hook are executed.
+- **Existing Plugins**: Features like `view_count` and `seo_optimizer` are implemented through this plugin system.
+- **Develop Your Own Plugin**: Simply create a new folder under the `plugins` directory and write your `plugin.py`. We welcome you to explore and contribute your creative ideas to the DjangoBlog community!
 
-## More configurations
-[More configurations details](/docs/config-en.md)
+## 🤝 Contributing
 
-## About the issues
+We warmly welcome contributions of any kind! If you have great ideas or have found a bug, please feel free to open an issue or submit a pull request.
 
-If you have any *question*, please use Issue or send problem descriptions to my email `liangliangyy#gmail.com`. I will reponse you as soon as possible. And, we recommend you to use Issue.
+## 📄 License
+
+This project is open-sourced under the [MIT License](LICENSE).
 
 ---
-## To Everyone 🙋‍♀️🙋‍♂️
-If this project helps you, please submit your site address [here](https://github.com/liangliangyy/DjangoBlog/issues/214) to let more people see it.
 
-Your reply will be the driving force for me to continue to update and maintain this project.
+## ❤️ Support & Sponsorship
+
+If you find this project helpful and wish to support its continued maintenance and development, please consider buying me a coffee! Your support is my greatest motivation.
+
+<p align="center">
+  <img src="/docs/imgs/alipay.jpg" width="150" alt="Alipay Sponsorship">
+  <img src="/docs/imgs/wechat.jpg" width="150" alt="WeChat Sponsorship">
+</p>
+<p align="center">
+  <i>(Left) Alipay / (Right) WeChat</i>
+</p>
+
+## 🙏 Acknowledgements
 
-🙏🙏🙏
+A special thanks to **JetBrains** for providing a free open-source license for this project.
+
+<p align="center">
+  <a href="https://www.jetbrains.com/?from=DjangoBlog">
+    <img src="/docs/imgs/pycharm_logo.png" width="150" alt="JetBrains Logo">
+  </a>
+</p>
+
+---
+> If this project has helped you, please leave your website URL [here](https://github.com/liangliangyy/DjangoBlog/issues/214) to let more people see it. Your feedback is the driving force for my continued updates and maintenance.
diff --git a/src/docs/docker.md b/src/docs/docker.md
index 92af9fa..e7c255a 100644
--- a/src/docs/docker.md
+++ b/src/docs/docker.md
@@ -1,59 +1,114 @@
-# 使用docker部署
+# 使用 Docker 部署 DjangoBlog
+
 ![Docker Pulls](https://img.shields.io/docker/pulls/liangliangyy/djangoblog)
 ![Docker Image Version (latest by date)](https://img.shields.io/docker/v/liangliangyy/djangoblog?sort=date)
 ![Docker Image Size (latest by date)](https://img.shields.io/docker/image-size/liangliangyy/djangoblog)
 
-使用docker部署支持如下两种方式：
-## docker镜像方式
-本项目已经支持了docker部署，如果你已经有了`mysql`，那么直接使用基础镜像即可，启动命令如下所示：
-```shell
-docker pull liangliangyy/djangoblog:latest
-docker run -d  -p 8000:8000 -e DJANGO_MYSQL_HOST=mysqlhost -e DJANGO_MYSQL_PASSWORD=mysqlrootpassword -e DJANGO_MYSQL_USER=root -e DJANGO_MYSQL_DATABASE=djangoblog --name djangoblog liangliangyy/djangoblog:latest
+本项目全面支持使用 Docker 进行容器化部署，为您提供了快速、一致且隔离的运行环境。我们推荐使用 `docker-compose` 来一键启动整个博客服务栈。
+
+## 1. 环境准备
+
+在开始之前，请确保您的系统中已经安装了以下软件：
+- [Docker Engine](https://docs.docker.com/engine/install/)
+- [Docker Compose](https://docs.docker.com/compose/install/) (对于 Docker Desktop 用户，它已内置)
+
+## 2. 推荐方式：使用 `docker-compose` (一键部署)
+
+这是最简单、最推荐的部署方式。它会自动为您创建并管理 Django 应用、MySQL 数据库，以及可选的 Elasticsearch 服务。
+
+### 步骤 1: 启动基础服务
+
+在项目根目录下，执行以下命令：
+
+```bash
+# 构建并以后台模式启动容器 (包含 Django 应用和 MySQL)
+docker-compose up -d --build
 ```
-启动完成后，访问 http://127.0.0.1:8000 
-## 使用docker-compose
-如果你没有mysql等基础服务，那么可以使用`docker-compose`来运行，
-具体命令如下所示:
-```shell
-docker-compose build
-docker-compose up -d
+
+`docker-compose` 会读取 `docker-compose.yml` 文件，自动拉取所需镜像、构建项目镜像，并启动所有服务。
+
+- **访问您的博客**: 服务启动后，在浏览器中访问 `http://127.0.0.1` 即可看到博客首页。
+- **数据持久化**: MySQL 的数据文件将存储在项目根目录下的 `data/mysql` 文件夹中，确保数据在容器重启后不丢失。
+
+### 步骤 2: (可选) 启用 Elasticsearch 全文搜索
+
+如果您希望使用 Elasticsearch 提供更强大的全文搜索功能，可以额外加载 `docker-compose.es.yml` 配置文件：
+
+```bash
+# 构建并以后台模式启动所有服务 (Django, MySQL, Elasticsearch)
+docker-compose -f docker-compose.yml -f deploy/docker-compose/docker-compose.es.yml up -d --build
 ```
-本方式生成的mysql数据文件在 `bin/datas/mysql` 文件夹。  
-等启动完成后，访问 [http://127.0.0.1](http://127.0.0.1) 即可。
-### 使用es
-如果你期望使用es来作为后端的搜索引擎，那么可以使用如下命令来启动：
-```shell
-docker-compose -f docker-compose.yml -f docker-compose.es.yml build
-docker-compose -f docker-compose.yml -f docker-compose.es.yml up -d
+- **数据持久化**: Elasticsearch 的数据将存储在 `data/elasticsearch` 文件夹中。
+
+### 步骤 3: 首次运行的初始化操作
+
+当容器首次启动后，您需要进入容器来执行一些初始化命令。
+
+```bash
+# 进入 djangoblog 应用容器
+docker-compose exec web bash
+
+# 在容器内执行以下命令:
+# 创建超级管理员账户 (请按照提示设置用户名、邮箱和密码)
+python manage.py createsuperuser
+
+# (可选) 创建一些测试数据
+python manage.py create_testdata
+
+# (可选，如果启用了 ES) 创建索引
+python manage.py rebuild_index
+
+# 退出容器
+exit
 ```
-本方式生成的es数据文件在 `bin/datas/es` 文件夹。
-## 配置说明:
-
-本项目较多配置都基于环境变量，所有的环境变量如下所示:
-
-| 环境变量名称              | 默认值                                                                     | 备注                                                                                           |
-|---------------------------|----------------------------------------------------------------------------|------------------------------------------------------------------------------------------------|
-| DJANGO_DEBUG              | False                                                                      |                                                                                                |
-| DJANGO_SECRET_KEY         | DJANGO_BLOG_CHANGE_ME                                                      | 请务必修改，建议[随机生成](https://www.random.org/passwords/?num=5&len=24&format=html&rnd=new) |
-| DJANGO_MYSQL_DATABASE     | djangoblog                                                                 |                                                                                                |
-| DJANGO_MYSQL_USER         | root                                                                       |                                                                                                |
-| DJANGO_MYSQL_PASSWORD     | djangoblog_123                                                             |                                                                                                |
-| DJANGO_MYSQL_HOST         | 127.0.0.1                                                                  |                                                                                                |
-| DJANGO_MYSQL_PORT         | 3306                                                                       |                                                                                                |
-| DJANGO_MEMCACHED_ENABLE   | True                                                                       |                                                                                                |
-| DJANGO_MEMCACHED_LOCATION | 127.0.0.1:11211                                                            |                                                                                                |
-| DJANGO_BAIDU_NOTIFY_URL   | http://data.zz.baidu.com/urls?site=https://www.example.org&token=CHANGE_ME | 请在[百度站长平台](https://ziyuan.baidu.com/linksubmit/index)获取接口地址                      |
-| DJANGO_EMAIL_TLS          | False                                                                      |                                                                                                |
-| DJANGO_EMAIL_SSL          | True                                                                       |                                                                                                |
-| DJANGO_EMAIL_HOST         | smtp.example.org                                                           |                                                                                                |
-| DJANGO_EMAIL_PORT         | 465                                                                        |                                                                                                |
-| DJANGO_EMAIL_USER         | SMTP_USER_CHANGE_ME                                                        |                                                                                                |
-| DJANGO_EMAIL_PASSWORD     | SMTP_PASSWORD_CHANGE_ME                                                    |                                                                                                |
-| DJANGO_ADMIN_EMAIL        | admin@example.org                                                          |                                                                                                |
-| DJANGO_WEROBOT_TOKEN      | DJANGO_BLOG_CHANGE_ME  
-|DJANGO_ELASTICSEARCH_HOST|
-
-第一次启动之后，使用如下命令来创建超级用户:
-```shell
-docker exec -it djangoblog python /code/djangoblog/manage.py createsuperuser
+
+## 3. 备选方式：使用独立的 Docker 镜像
+
+如果您已经拥有一个正在运行的外部 MySQL 数据库，您也可以只运行 DjangoBlog 的应用镜像。
+
+```bash
+# 从 Docker Hub 拉取最新镜像
+docker pull liangliangyy/djangoblog:latest
+
+# 运行容器，并链接到您的外部数据库
+docker run -d \
+  -p 8000:8000 \
+  -e DJANGO_SECRET_KEY='your-strong-secret-key' \
+  -e DJANGO_MYSQL_HOST='your-mysql-host' \
+  -e DJANGO_MYSQL_USER='your-mysql-user' \
+  -e DJANGO_MYSQL_PASSWORD='your-mysql-password' \
+  -e DJANGO_MYSQL_DATABASE='djangoblog' \
+  --name djangoblog \
+  liangliangyy/djangoblog:latest
 ```
+
+- **访问您的博客**: 启动完成后，访问 `http://127.0.0.1:8000`。
+- **创建管理员**: `docker exec -it djangoblog python manage.py createsuperuser`
+
+## 4. 配置说明 (环境变量)
+
+本项目的大部分配置都通过环境变量来管理。您可以在 `docker-compose.yml` 文件中修改它们，或者在使用 `docker run` 命令时通过 `-e` 参数传入。
+
+| 环境变量名称            | 默认值/示例                                                              | 备注                                                                |
+|-------------------------|--------------------------------------------------------------------------|---------------------------------------------------------------------|
+| `DJANGO_SECRET_KEY`     | `your-strong-secret-key`                                                 | **请务必修改为一个随机且复杂的字符串！**                            |
+| `DJANGO_DEBUG`          | `False`                                                                  | 是否开启 Django 的调试模式                                          |
+| `DJANGO_MYSQL_HOST`     | `mysql`                                                                  | 数据库主机名                                                        |
+| `DJANGO_MYSQL_PORT`     | `3306`                                                                   | 数据库端口                                                          |
+| `DJANGO_MYSQL_DATABASE` | `djangoblog`                                                             | 数据库名称                                                          |
+| `DJANGO_MYSQL_USER`     | `root`                                                                   | 数据库用户名                                                        |
+| `DJANGO_MYSQL_PASSWORD` | `djangoblog_123`                                                         | 数据库密码                                                          |
+| `DJANGO_REDIS_URL`      | `redis:6379/0`                                                           | Redis 连接地址 (用于缓存)                                           |
+| `DJANGO_ELASTICSEARCH_HOST` | `elasticsearch:9200`                                                 | Elasticsearch 主机地址                                              |
+| `DJANGO_EMAIL_HOST`     | `smtp.example.org`                                                       | 邮件服务器地址                                                      |
+| `DJANGO_EMAIL_PORT`     | `465`                                                                    | 邮件服务器端口                                                      |
+| `DJANGO_EMAIL_USER`     | `user@example.org`                                                       | 邮件账户                                                            |
+| `DJANGO_EMAIL_PASSWORD` | `your-email-password`                                                    | 邮件密码                                                            |
+| `DJANGO_EMAIL_USE_SSL`  | `True`                                                                   | 是否使用 SSL                                                        |
+| `DJANGO_EMAIL_USE_TLS`  | `False`                                                                  | 是否使用 TLS                                                        |
+| `DJANGO_ADMIN_EMAIL`    | `admin@example.org`                                                      | 接收异常报告的管理员邮箱                                            |
+| `DJANGO_BAIDU_NOTIFY_URL` | `http://data.zz.baidu.com/...`                                         | [百度站长平台](https://ziyuan.baidu.com/linksubmit/index) 的推送接口 |
+
+---
+
+部署完成后，请务必检查并根据您的实际需求调整这些环境变量，特别是 `DJANGO_SECRET_KEY` 和数据库、邮件相关的配置。
diff --git a/src/logs/djangoblog.log b/src/logs/djangoblog.log
new file mode 100644
index 0000000..f58c44a
--- /dev/null
+++ b/src/logs/djangoblog.log
@@ -0,0 +1,119 @@
+[2025-10-12 19:21:57,358] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 文章结尾版权声明 initialized.
+[2025-10-12 19:21:57,358] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 文章结尾版权声明 initialized.
+[2025-10-12 19:21:57,358] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: article_copyright - 文章结尾版权声明
+[2025-10-12 19:21:57,358] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: article_copyright - 文章结尾版权声明
+[2025-10-12 19:21:57,360] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 阅读时间预测 initialized.
+[2025-10-12 19:21:57,360] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 阅读时间预测 initialized.
+[2025-10-12 19:21:57,360] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: reading_time - 阅读时间预测
+[2025-10-12 19:21:57,360] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: reading_time - 阅读时间预测
+[2025-10-12 19:21:57,362] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 外部链接处理器 initialized.
+[2025-10-12 19:21:57,362] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 外部链接处理器 initialized.
+[2025-10-12 19:21:57,363] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: external_links - 外部链接处理器
+[2025-10-12 19:21:57,363] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: external_links - 外部链接处理器
+[2025-10-12 19:21:57,364] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 文章浏览次数统计 initialized.
+[2025-10-12 19:21:57,364] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 文章浏览次数统计 initialized.
+[2025-10-12 19:21:57,365] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: view_count - 文章浏览次数统计
+[2025-10-12 19:21:57,365] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: view_count - 文章浏览次数统计
+[2025-10-12 19:21:57,367] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] SEO 优化器 initialized.
+[2025-10-12 19:21:57,367] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] SEO 优化器 initialized.
+[2025-10-12 19:21:57,367] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: seo_optimizer - SEO 优化器
+[2025-10-12 19:21:57,367] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: seo_optimizer - SEO 优化器
+[2025-10-12 19:21:57,370] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 图片性能优化插件 initialized.
+[2025-10-12 19:21:57,370] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 图片性能优化插件 initialized.
+[2025-10-12 19:21:57,370] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: image_lazy_loading - 图片性能优化插件
+[2025-10-12 19:21:57,370] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: image_lazy_loading - 图片性能优化插件
+[2025-10-12 19:21:57,373] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 文章推荐 initialized.
+[2025-10-12 19:21:57,373] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 文章推荐 initialized.
+[2025-10-12 19:21:57,373] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: article_recommendation - 文章推荐
+[2025-10-12 19:21:57,373] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: article_recommendation - 文章推荐
+[2025-10-12 19:22:07,736] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 文章结尾版权声明 initialized.
+[2025-10-12 19:22:07,736] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 文章结尾版权声明 initialized.
+[2025-10-12 19:22:07,737] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: article_copyright - 文章结尾版权声明
+[2025-10-12 19:22:07,737] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: article_copyright - 文章结尾版权声明
+[2025-10-12 19:22:07,760] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 阅读时间预测 initialized.
+[2025-10-12 19:22:07,760] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 阅读时间预测 initialized.
+[2025-10-12 19:22:07,760] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: reading_time - 阅读时间预测
+[2025-10-12 19:22:07,760] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: reading_time - 阅读时间预测
+[2025-10-12 19:22:07,775] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 外部链接处理器 initialized.
+[2025-10-12 19:22:07,775] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 外部链接处理器 initialized.
+[2025-10-12 19:22:07,775] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: external_links - 外部链接处理器
+[2025-10-12 19:22:07,775] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: external_links - 外部链接处理器
+[2025-10-12 19:22:07,799] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 文章浏览次数统计 initialized.
+[2025-10-12 19:22:07,799] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 文章浏览次数统计 initialized.
+[2025-10-12 19:22:07,799] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: view_count - 文章浏览次数统计
+[2025-10-12 19:22:07,799] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: view_count - 文章浏览次数统计
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+[2025-10-12 19:22:18,015] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 文章推荐 initialized.
+[2025-10-12 19:22:18,015] INFO [djangoblog.plugin_manage.base_plugin.init_plugin:48 base_plugin] 文章推荐 initialized.
+[2025-10-12 19:22:18,016] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: article_recommendation - 文章推荐
+[2025-10-12 19:22:18,016] INFO [djangoblog.plugin_manage.loader.load_plugins:29 loader] Successfully loaded plugin: article_recommendation - 文章推荐
+[2025-10-12 19:22:18,038] INFO [django.utils.autoreload.run_with_reloader:667 autoreload] Watching for file changes with StatReloader
+[2025-10-12 19:22:21,201] INFO [blog.views.get_queryset_from_cache:75 views] set view cache.key:index_1
+[2025-10-12 19:22:21,247] INFO [blog.context_processors.seo_processor:17 context_processors] set processor cache.
+[2025-10-12 19:22:21,260] INFO [djangoblog.utils.get_blog_setting:171 utils] set cache get_blog_setting
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+[2025-10-12 19:22:21,755] INFO [blog.templatetags.blog_tags.load_sidebar:257 blog_tags] set sidebar cache.key:sidebari
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diff --git a/src/owntracks/views.py b/src/owntracks/views.py
index 6c87a2b..4c72bdd 100644
--- a/src/owntracks/views.py
+++ b/src/owntracks/views.py
@@ -3,16 +3,15 @@ import datetime
 import itertools
 import json
 import logging
+from datetime import timezone
 from itertools import groupby
 
-import django.utils.timezone
+import django
 import requests
 from django.contrib.auth.decorators import login_required
 from django.http import HttpResponse
 from django.http import JsonResponse
 from django.shortcuts import render
-from django.utils import timezone
-from django.utils.timezone import utc
 from django.views.decorators.csrf import csrf_exempt
 
 from .models import OwnTrackLog
@@ -48,7 +47,7 @@ def manage_owntrack_log(request):
 @login_required
 def show_maps(request):
     if request.user.is_superuser:
-        defaultdate = str(timezone.now().date())
+        defaultdate = str(datetime.datetime.now(timezone.utc).date())
         date = request.GET.get('date', defaultdate)
         context = {
             'date': date
@@ -97,14 +96,13 @@ def convert_to_amap(locations):
 
 @login_required
 def get_datas(request):
-    now = django.utils.timezone.now().replace(tzinfo=utc)
+    now = django.utils.timezone.now().replace(tzinfo=timezone.utc)
     querydate = django.utils.timezone.datetime(
         now.year, now.month, now.day, 0, 0, 0)
     if request.GET.get('date', None):
         date = list(map(lambda x: int(x), request.GET.get('date').split('-')))
         querydate = django.utils.timezone.datetime(
             date[0], date[1], date[2], 0, 0, 0)
-    querydate = django.utils.timezone.make_aware(querydate)
     nextdate = querydate + datetime.timedelta(days=1)
     models = OwnTrackLog.objects.filter(
         creation_time__range=(querydate, nextdate))
diff --git a/src/plugins/__pycache__/__init__.cpython-311.pyc b/src/plugins/__pycache__/__init__.cpython-311.pyc
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diff --git a/src/plugins/article_copyright/plugin.py b/src/plugins/article_copyright/plugin.py
index 317fed2..5dba3b3 100644
--- a/src/plugins/article_copyright/plugin.py
+++ b/src/plugins/article_copyright/plugin.py
@@ -22,6 +22,11 @@ class ArticleCopyrightPlugin(BasePlugin):
         article = kwargs.get('article')
         if not article:
             return content
+        
+        # 如果是摘要模式（首页），不添加版权声明
+        is_summary = kwargs.get('is_summary', False)
+        if is_summary:
+            return content
 
         copyright_info = f"\n<hr><p>本文由 {article.author.username} 原创，转载请注明出处。</p>"
         return content + copyright_info
diff --git a/src/plugins/article_recommendation/__init__.py b/src/plugins/article_recommendation/__init__.py
new file mode 100644
index 0000000..951f2ff
--- /dev/null
+++ b/src/plugins/article_recommendation/__init__.py
@@ -0,0 +1 @@
+# 文章推荐插件
diff --git a/src/plugins/article_recommendation/__pycache__/__init__.cpython-311.pyc b/src/plugins/article_recommendation/__pycache__/__init__.cpython-311.pyc
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diff --git a/src/plugins/article_recommendation/plugin.py b/src/plugins/article_recommendation/plugin.py
new file mode 100644
index 0000000..6656a07
--- /dev/null
+++ b/src/plugins/article_recommendation/plugin.py
@@ -0,0 +1,205 @@
+import logging
+from djangoblog.plugin_manage.base_plugin import BasePlugin
+from djangoblog.plugin_manage import hooks
+from djangoblog.plugin_manage.hook_constants import ARTICLE_DETAIL_LOAD
+from blog.models import Article
+
+logger = logging.getLogger(__name__)
+
+
+class ArticleRecommendationPlugin(BasePlugin):
+    PLUGIN_NAME = '文章推荐'
+    PLUGIN_DESCRIPTION = '智能文章推荐系统，支持多位置展示'
+    PLUGIN_VERSION = '1.0.0'
+    PLUGIN_AUTHOR = 'liangliangyy'
+    
+    # 支持的位置
+    SUPPORTED_POSITIONS = ['article_bottom']
+    
+    # 各位置优先级
+    POSITION_PRIORITIES = {
+        'article_bottom': 80,  # 文章底部优先级
+    }
+    
+    # 插件配置
+    CONFIG = {
+        'article_bottom_count': 8,  # 文章底部推荐数量
+        'sidebar_count': 5,         # 侧边栏推荐数量
+        'enable_category_fallback': True,  # 启用分类回退
+        'enable_popular_fallback': True,   # 启用热门文章回退
+    }
+    
+    def register_hooks(self):
+        """注册钩子"""
+        hooks.register(ARTICLE_DETAIL_LOAD, self.on_article_detail_load)
+    
+    def on_article_detail_load(self, article, context, request, *args, **kwargs):
+        """文章详情页加载时的处理"""
+        # 可以在这里预加载推荐数据到context中
+        recommendations = self.get_recommendations(article)
+        context['article_recommendations'] = recommendations
+    
+    def should_display(self, position, context, **kwargs):
+        """条件显示逻辑"""
+        # 只在文章详情页底部显示
+        if position == 'article_bottom':
+            article = kwargs.get('article') or context.get('article')
+            # 检查是否有文章对象，以及是否不是索引页面
+            is_index = context.get('isindex', False) if hasattr(context, 'get') else False
+            return article is not None and not is_index
+            
+        return False
+    
+    def render_article_bottom_widget(self, context, **kwargs):
+        """渲染文章底部推荐"""
+        article = kwargs.get('article') or context.get('article')
+        if not article:
+            return None
+        
+        # 使用配置的数量，也可以通过kwargs覆盖
+        count = kwargs.get('count', self.CONFIG['article_bottom_count'])
+        recommendations = self.get_recommendations(article, count=count)
+        if not recommendations:
+            return None
+        
+        # 将RequestContext转换为普通字典
+        context_dict = {}
+        if hasattr(context, 'flatten'):
+            context_dict = context.flatten()
+        elif hasattr(context, 'dicts'):
+            # 合并所有上下文字典
+            for d in context.dicts:
+                context_dict.update(d)
+        
+        template_context = {
+            'recommendations': recommendations,
+            'article': article,
+            'title': '相关推荐',
+            **context_dict
+        }
+            
+        return self.render_template('bottom_widget.html', template_context)
+    
+    def render_sidebar_widget(self, context, **kwargs):
+        """渲染侧边栏推荐"""
+        article = context.get('article')
+        
+        # 使用配置的数量，也可以通过kwargs覆盖
+        count = kwargs.get('count', self.CONFIG['sidebar_count'])
+        
+        if article:
+            # 文章页面，显示相关文章
+            recommendations = self.get_recommendations(article, count=count)
+            title = '相关文章'
+        else:
+            # 其他页面，显示热门文章
+            recommendations = self.get_popular_articles(count=count)
+            title = '热门推荐'
+            
+        if not recommendations:
+            return None
+        
+        # 将RequestContext转换为普通字典
+        context_dict = {}
+        if hasattr(context, 'flatten'):
+            context_dict = context.flatten()
+        elif hasattr(context, 'dicts'):
+            # 合并所有上下文字典
+            for d in context.dicts:
+                context_dict.update(d)
+        
+        template_context = {
+            'recommendations': recommendations,
+            'title': title,
+            **context_dict
+        }
+            
+        return self.render_template('sidebar_widget.html', template_context)
+    
+    def get_css_files(self):
+        """返回CSS文件"""
+        return ['css/recommendation.css']
+    
+    def get_js_files(self):
+        """返回JS文件"""
+        return ['js/recommendation.js']
+    
+    def get_recommendations(self, article, count=5):
+        """获取推荐文章"""
+        if not article:
+            return []
+        
+        recommendations = []
+        
+        # 1. 基于标签的推荐
+        if article.tags.exists():
+            tag_ids = list(article.tags.values_list('id', flat=True))
+            tag_based = list(Article.objects.filter(
+                status='p',
+                tags__id__in=tag_ids
+            ).exclude(
+                id=article.id
+            ).exclude(
+                title__isnull=True
+            ).exclude(
+                title__exact=''
+            ).distinct().order_by('-views')[:count])
+            recommendations.extend(tag_based)
+        
+        # 2. 如果数量不够，基于分类推荐
+        if len(recommendations) < count and self.CONFIG['enable_category_fallback']:
+            needed = count - len(recommendations)
+            existing_ids = [r.id for r in recommendations] + [article.id]
+            
+            category_based = list(Article.objects.filter(
+                status='p',
+                category=article.category
+            ).exclude(
+                id__in=existing_ids
+            ).exclude(
+                title__isnull=True
+            ).exclude(
+                title__exact=''
+            ).order_by('-views')[:needed])
+            recommendations.extend(category_based)
+        
+        # 3. 如果还是不够，推荐热门文章
+        if len(recommendations) < count and self.CONFIG['enable_popular_fallback']:
+            needed = count - len(recommendations)
+            existing_ids = [r.id for r in recommendations] + [article.id]
+            
+            popular_articles = list(Article.objects.filter(
+                status='p'
+            ).exclude(
+                id__in=existing_ids
+            ).exclude(
+                title__isnull=True
+            ).exclude(
+                title__exact=''
+            ).order_by('-views')[:needed])
+            recommendations.extend(popular_articles)
+        
+        # 过滤掉无效的推荐
+        valid_recommendations = []
+        for rec in recommendations:
+            if rec.title and len(rec.title.strip()) > 0:
+                valid_recommendations.append(rec)
+            else:
+                logger.warning(f"过滤掉空标题文章: ID={rec.id}, 标题='{rec.title}'")
+        
+        # 调试：记录推荐结果
+        logger.info(f"原始推荐数量: {len(recommendations)}, 有效推荐数量: {len(valid_recommendations)}")
+        for i, rec in enumerate(valid_recommendations):
+            logger.info(f"推荐 {i+1}: ID={rec.id}, 标题='{rec.title}', 长度={len(rec.title)}")
+        
+        return valid_recommendations[:count]
+    
+    def get_popular_articles(self, count=3):
+        """获取热门文章"""
+        return list(Article.objects.filter(
+            status='p'
+        ).order_by('-views')[:count])
+
+
+# 实例化插件
+plugin = ArticleRecommendationPlugin()
diff --git a/src/plugins/article_recommendation/static/article_recommendation/css/recommendation.css b/src/plugins/article_recommendation/static/article_recommendation/css/recommendation.css
new file mode 100644
index 0000000..b223f41
--- /dev/null
+++ b/src/plugins/article_recommendation/static/article_recommendation/css/recommendation.css
@@ -0,0 +1,166 @@
+/* 文章推荐插件样式 - 与网站风格保持一致 */
+
+/* 文章底部推荐样式 */
+.article-recommendations {
+    margin: 30px 0;
+    padding: 20px;
+    background: #fff;
+    border: 1px solid #e1e1e1;
+    border-radius: 3px;
+    box-shadow: 0 1px 3px rgba(0, 0, 0, 0.1);
+}
+
+.recommendations-title {
+    margin: 0 0 15px 0;
+    font-size: 18px;
+    color: #444;
+    font-weight: bold;
+    padding-bottom: 8px;
+    border-bottom: 2px solid #21759b;
+    display: inline-block;
+}
+
+.recommendations-icon {
+    margin-right: 5px;
+    font-size: 16px;
+}
+
+.recommendations-grid {
+    display: grid;
+    gap: 15px;
+    grid-template-columns: 1fr;
+    margin-top: 15px;
+}
+
+.recommendation-card {
+    background: #fff;
+    border: 1px solid #e1e1e1;
+    border-radius: 3px;
+    transition: all 0.2s ease;
+    overflow: hidden;
+}
+
+.recommendation-card:hover {
+    border-color: #21759b;
+    box-shadow: 0 2px 5px rgba(33, 117, 155, 0.1);
+}
+
+.recommendation-link {
+    display: block;
+    padding: 15px;
+    text-decoration: none;
+    color: inherit;
+}
+
+.recommendation-title {
+    margin: 0 0 8px 0;
+    font-size: 15px;
+    font-weight: normal;
+    color: #444;
+    line-height: 1.4;
+    transition: color 0.2s ease;
+}
+
+.recommendation-card:hover .recommendation-title {
+    color: #21759b;
+}
+
+.recommendation-meta {
+    display: flex;
+    justify-content: space-between;
+    align-items: center;
+    font-size: 12px;
+    color: #757575;
+}
+
+.recommendation-category {
+    background: #ebebeb;
+    color: #5e5e5e;
+    padding: 2px 6px;
+    border-radius: 2px;
+    font-size: 11px;
+    font-weight: normal;
+}
+
+.recommendation-date {
+    font-weight: normal;
+    color: #757575;
+}
+
+/* 侧边栏推荐样式 */
+.widget_recommendations {
+    margin-bottom: 20px;
+}
+
+.widget_recommendations .widget-title {
+    font-size: 16px;
+    font-weight: bold;
+    margin-bottom: 15px;
+    color: #333;
+    border-bottom: 2px solid #007cba;
+    padding-bottom: 5px;
+}
+
+.recommendations-list {
+    list-style: none;
+    padding: 0;
+    margin: 0;
+}
+
+.recommendations-list .recommendation-item {
+    padding: 8px 0;
+    border-bottom: 1px solid #eee;
+    background: none;
+    border: none;
+    border-radius: 0;
+}
+
+.recommendations-list .recommendation-item:last-child {
+    border-bottom: none;
+}
+
+.recommendations-list .recommendation-item a {
+    color: #333;
+    text-decoration: none;
+    font-size: 14px;
+    line-height: 1.4;
+    display: block;
+    margin-bottom: 4px;
+    transition: color 0.3s ease;
+}
+
+.recommendations-list .recommendation-item a:hover {
+    color: #007cba;
+}
+
+.recommendations-list .recommendation-meta {
+    font-size: 11px;
+    color: #999;
+    margin: 0;
+}
+
+.recommendations-list .recommendation-meta span {
+    margin-right: 10px;
+}
+
+/* 响应式设计 - 分栏显示 */
+@media (min-width: 768px) {
+    .recommendations-grid {
+        grid-template-columns: repeat(2, 1fr);
+        gap: 15px;
+    }
+}
+
+@media (min-width: 1024px) {
+    .recommendations-grid {
+        grid-template-columns: repeat(3, 1fr);
+        gap: 15px;
+    }
+}
+
+@media (min-width: 1200px) {
+    .recommendations-grid {
+        grid-template-columns: repeat(4, 1fr);
+        gap: 15px;
+    }
+}
diff --git a/src/plugins/article_recommendation/static/article_recommendation/js/recommendation.js b/src/plugins/article_recommendation/static/article_recommendation/js/recommendation.js
new file mode 100644
index 0000000..eb19211
--- /dev/null
+++ b/src/plugins/article_recommendation/static/article_recommendation/js/recommendation.js
@@ -0,0 +1,93 @@
+/**
+ * 文章推荐插件JavaScript
+ */
+
+(function() {
+    'use strict';
+    
+    // 等待DOM加载完成
+    document.addEventListener('DOMContentLoaded', function() {
+        initRecommendations();
+    });
+    
+    function initRecommendations() {
+        // 添加点击统计
+        trackRecommendationClicks();
+        
+        // 懒加载优化（如果需要）
+        lazyLoadRecommendations();
+    }
+    
+    function trackRecommendationClicks() {
+        const recommendationLinks = document.querySelectorAll('.recommendation-item a');
+        
+        recommendationLinks.forEach(function(link) {
+            link.addEventListener('click', function(e) {
+                // 可以在这里添加点击统计逻辑
+                const articleTitle = this.textContent.trim();
+                const articleUrl = this.href;
+                
+                // 发送统计数据到后端（可选）
+                if (typeof gtag !== 'undefined') {
+                    gtag('event', 'click', {
+                        'event_category': 'recommendation',
+                        'event_label': articleTitle,
+                        'value': 1
+                    });
+                }
+                
+                console.log('Recommendation clicked:', articleTitle, articleUrl);
+            });
+        });
+    }
+    
+    function lazyLoadRecommendations() {
+        // 如果推荐内容很多，可以实现懒加载
+        const recommendationContainer = document.querySelector('.article-recommendations');
+        
+        if (!recommendationContainer) {
+            return;
+        }
+        
+        // 检查是否在视窗中
+        const observer = new IntersectionObserver(function(entries) {
+            entries.forEach(function(entry) {
+                if (entry.isIntersecting) {
+                    entry.target.classList.add('loaded');
+                    observer.unobserve(entry.target);
+                }
+            });
+        }, {
+            threshold: 0.1
+        });
+        
+        const recommendationItems = document.querySelectorAll('.recommendation-item');
+        recommendationItems.forEach(function(item) {
+            observer.observe(item);
+        });
+    }
+    
+    // 添加一些动画效果
+    function addAnimations() {
+        const recommendationItems = document.querySelectorAll('.recommendation-item');
+        
+        recommendationItems.forEach(function(item, index) {
+            item.style.opacity = '0';
+            item.style.transform = 'translateY(20px)';
+            item.style.transition = 'opacity 0.5s ease, transform 0.5s ease';
+            
+            setTimeout(function() {
+                item.style.opacity = '1';
+                item.style.transform = 'translateY(0)';
+            }, index * 100);
+        });
+    }
+    
+    // 如果需要，可以在这里添加更多功能
+    window.ArticleRecommendation = {
+        init: initRecommendations,
+        track: trackRecommendationClicks,
+        animate: addAnimations
+    };
+    
+})();
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diff --git a/src/plugins/image_lazy_loading/__init__.py b/src/plugins/image_lazy_loading/__init__.py
new file mode 100644
index 0000000..2d27de0
--- /dev/null
+++ b/src/plugins/image_lazy_loading/__init__.py
@@ -0,0 +1 @@
+# Image Lazy Loading Plugin
diff --git a/src/plugins/image_lazy_loading/__pycache__/__init__.cpython-311.pyc b/src/plugins/image_lazy_loading/__pycache__/__init__.cpython-311.pyc
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diff --git a/src/plugins/image_lazy_loading/plugin.py b/src/plugins/image_lazy_loading/plugin.py
new file mode 100644
index 0000000..b4b9e0a
--- /dev/null
+++ b/src/plugins/image_lazy_loading/plugin.py
@@ -0,0 +1,182 @@
+import re
+import hashlib
+from urllib.parse import urlparse
+from djangoblog.plugin_manage.base_plugin import BasePlugin
+from djangoblog.plugin_manage import hooks
+from djangoblog.plugin_manage.hook_constants import ARTICLE_CONTENT_HOOK_NAME
+
+
+class ImageOptimizationPlugin(BasePlugin):
+    PLUGIN_NAME = '图片性能优化插件'
+    PLUGIN_DESCRIPTION = '自动为文章中的图片添加懒加载、异步解码等性能优化属性，显著提升页面加载速度。'
+    PLUGIN_VERSION = '1.0.0'
+    PLUGIN_AUTHOR = 'liangliangyy'
+
+    def __init__(self):
+        # 插件配置
+        self.config = {
+            'enable_lazy_loading': True,        # 启用懒加载
+            'enable_async_decoding': True,      # 启用异步解码
+            'add_loading_placeholder': True,    # 添加加载占位符
+            'optimize_external_images': True,   # 优化外部图片
+            'add_responsive_attributes': True,  # 添加响应式属性
+            'skip_first_image': True,          # 跳过第一张图片（LCP优化）
+        }
+        super().__init__()
+
+    def register_hooks(self):
+        hooks.register(ARTICLE_CONTENT_HOOK_NAME, self.optimize_images)
+
+    def optimize_images(self, content, *args, **kwargs):
+        """
+        优化文章中的图片标签
+        """
+        if not content:
+            return content
+
+        # 正则表达式匹配 img 标签
+        img_pattern = re.compile(
+            r'<img\s+([^>]*?)(?:\s*/)?>',
+            re.IGNORECASE | re.DOTALL
+        )
+
+        image_count = 0
+        
+        def replace_img_tag(match):
+            nonlocal image_count
+            image_count += 1
+            
+            # 获取原始属性
+            original_attrs = match.group(1)
+            
+            # 解析现有属性
+            attrs = self._parse_img_attributes(original_attrs)
+            
+            # 应用优化
+            optimized_attrs = self._apply_optimizations(attrs, image_count)
+            
+            # 重构 img 标签
+            return self._build_img_tag(optimized_attrs)
+
+        # 替换所有 img 标签
+        optimized_content = img_pattern.sub(replace_img_tag, content)
+        
+        return optimized_content
+
+    def _parse_img_attributes(self, attr_string):
+        """
+        解析 img 标签的属性
+        """
+        attrs = {}
+        
+        # 正则表达式匹配属性
+        attr_pattern = re.compile(r'(\w+)=(["\'])(.*?)\2')
+        
+        for match in attr_pattern.finditer(attr_string):
+            attr_name = match.group(1).lower()
+            attr_value = match.group(3)
+            attrs[attr_name] = attr_value
+            
+        return attrs
+
+    def _apply_optimizations(self, attrs, image_index):
+        """
+        应用各种图片优化
+        """
+        # 1. 懒加载优化（跳过第一张图片以优化LCP）
+        if self.config['enable_lazy_loading']:
+            if not (self.config['skip_first_image'] and image_index == 1):
+                if 'loading' not in attrs:
+                    attrs['loading'] = 'lazy'
+
+        # 2. 异步解码
+        if self.config['enable_async_decoding']:
+            if 'decoding' not in attrs:
+                attrs['decoding'] = 'async'
+
+        # 3. 添加样式优化
+        current_style = attrs.get('style', '')
+        
+        # 确保图片不会超出容器
+        if 'max-width' not in current_style:
+            if current_style and not current_style.endswith(';'):
+                current_style += ';'
+            current_style += 'max-width:100%;height:auto;'
+            attrs['style'] = current_style
+
+        # 4. 添加 alt 属性（SEO和可访问性）
+        if 'alt' not in attrs:
+            # 尝试从图片URL生成有意义的alt文本
+            src = attrs.get('src', '')
+            if src:
+                # 从文件名生成alt文本
+                filename = src.split('/')[-1].split('.')[0]
+                # 移除常见的无意义字符
+                clean_name = re.sub(r'[0-9a-f]{8,}', '', filename)  # 移除长hash
+                clean_name = re.sub(r'[_-]+', ' ', clean_name).strip()
+                attrs['alt'] = clean_name if clean_name else '文章图片'
+            else:
+                attrs['alt'] = '文章图片'
+
+        # 5. 外部图片优化
+        if self.config['optimize_external_images'] and 'src' in attrs:
+            src = attrs['src']
+            parsed_url = urlparse(src)
+            
+            # 如果是外部图片，添加 referrerpolicy
+            if parsed_url.netloc and parsed_url.netloc != self._get_current_domain():
+                attrs['referrerpolicy'] = 'no-referrer-when-downgrade'
+                # 为外部图片添加crossorigin属性以支持性能监控
+                if 'crossorigin' not in attrs:
+                    attrs['crossorigin'] = 'anonymous'
+
+        # 6. 响应式图片属性（如果配置启用）
+        if self.config['add_responsive_attributes']:
+            # 添加 sizes 属性（如果没有的话）
+            if 'sizes' not in attrs and 'srcset' not in attrs:
+                attrs['sizes'] = '(max-width: 768px) 100vw, (max-width: 1024px) 50vw, 33vw'
+
+        # 7. 添加图片唯一标识符用于性能追踪
+        if 'data-img-id' not in attrs and 'src' in attrs:
+            img_hash = hashlib.md5(attrs['src'].encode()).hexdigest()[:8]
+            attrs['data-img-id'] = f'img-{img_hash}'
+
+        # 8. 为第一张图片添加高优先级提示（LCP优化）
+        if image_index == 1 and self.config['skip_first_image']:
+            attrs['fetchpriority'] = 'high'
+            # 移除懒加载以确保快速加载
+            if 'loading' in attrs:
+                del attrs['loading']
+
+        return attrs
+
+    def _build_img_tag(self, attrs):
+        """
+        重新构建 img 标签
+        """
+        attr_strings = []
+        
+        # 确保 src 属性在最前面
+        if 'src' in attrs:
+            attr_strings.append(f'src="{attrs["src"]}"')
+            
+        # 添加其他属性
+        for key, value in attrs.items():
+            if key != 'src':  # src 已经添加过了
+                attr_strings.append(f'{key}="{value}"')
+        
+        return f'<img {" ".join(attr_strings)}>'
+
+    def _get_current_domain(self):
+        """
+        获取当前网站域名
+        """
+        try:
+            from djangoblog.utils import get_current_site
+            return get_current_site().domain
+        except:
+            return ''
+
+
+# 实例化插件
+plugin = ImageOptimizationPlugin()
diff --git a/src/plugins/reading_time/__pycache__/__init__.cpython-311.pyc b/src/plugins/reading_time/__pycache__/__init__.cpython-311.pyc
new file mode 100644
index 0000000..d949e38
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diff --git a/src/plugins/reading_time/__pycache__/plugin.cpython-311.pyc b/src/plugins/reading_time/__pycache__/plugin.cpython-311.pyc
new file mode 100644
index 0000000..c369c34
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diff --git a/src/plugins/reading_time/plugin.py b/src/plugins/reading_time/plugin.py
index 35f9db1..4b929d8 100644
--- a/src/plugins/reading_time/plugin.py
+++ b/src/plugins/reading_time/plugin.py
@@ -17,7 +17,15 @@ class ReadingTimePlugin(BasePlugin):
     def add_reading_time(self, content, *args, **kwargs):
         """
         计算阅读时间并添加到内容开头。
+        只在文章详情页显示，首页（文章列表页）不显示。
         """
+        # 检查是否为摘要模式（首页/文章列表页）
+        # 通过kwargs中的is_summary参数判断
+        is_summary = kwargs.get('is_summary', False)
+        if is_summary:
+            # 如果是摘要模式（首页），直接返回原内容，不添加阅读时间
+            return content
+        
         # 移除HTML标签和空白字符，以获得纯文本
         clean_content = re.sub(r'<[^>]*>', '', content)
         clean_content = clean_content.strip()
diff --git a/src/plugins/seo_optimizer/__pycache__/__init__.cpython-311.pyc b/src/plugins/seo_optimizer/__pycache__/__init__.cpython-311.pyc
new file mode 100644
index 0000000..d5520ce
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diff --git a/src/plugins/seo_optimizer/__pycache__/plugin.cpython-311.pyc b/src/plugins/seo_optimizer/__pycache__/plugin.cpython-311.pyc
new file mode 100644
index 0000000..033a766
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diff --git a/src/plugins/seo_optimizer/plugin.py b/src/plugins/seo_optimizer/plugin.py
index b5b19a3..de12c15 100644
--- a/src/plugins/seo_optimizer/plugin.py
+++ b/src/plugins/seo_optimizer/plugin.py
@@ -97,6 +97,8 @@ class SeoOptimizerPlugin(BasePlugin):
         structured_data = {
             "@context": "https://schema.org",
             "@type": "WebSite",
+            "name": blog_setting.site_name,
+            "description": blog_setting.site_description,
             "url": request.build_absolute_uri('/'),
             "potentialAction": {
                 "@type": "SearchAction",
@@ -131,12 +133,15 @@ class SeoOptimizerPlugin(BasePlugin):
 
         json_ld_script = f'<script type="application/ld+json">{json.dumps(seo_data.get("json_ld", {}), ensure_ascii=False, indent=4)}</script>'
 
-        return f"""
+        seo_html = f"""
         <title>{seo_data.get("title", "")}</title>
         <meta name="description" content="{seo_data.get("description", "")}">
         <meta name="keywords" content="{seo_data.get("keywords", "")}">
         {seo_data.get("meta_tags", "")}
         {json_ld_script}
         """
+        
+        # 将SEO内容追加到现有的metas内容上
+        return metas + seo_html
 
 plugin = SeoOptimizerPlugin()
diff --git a/src/plugins/view_count/__pycache__/__init__.cpython-311.pyc b/src/plugins/view_count/__pycache__/__init__.cpython-311.pyc
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diff --git a/src/requirements.txt b/src/requirements.txt
index 70457c3..e5878ab 100644
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diff --git a/src/servermanager/__pycache__/MemcacheStorage.cpython-311.pyc b/src/servermanager/__pycache__/MemcacheStorage.cpython-311.pyc
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diff --git a/src/servermanager/__pycache__/admin.cpython-311.pyc b/src/servermanager/__pycache__/admin.cpython-311.pyc
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diff --git a/src/servermanager/__pycache__/robot.cpython-311.pyc b/src/servermanager/__pycache__/robot.cpython-311.pyc
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diff --git a/src/servermanager/__pycache__/urls.cpython-311.pyc b/src/servermanager/__pycache__/urls.cpython-311.pyc
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diff --git a/src/servermanager/api/__pycache__/blogapi.cpython-311.pyc b/src/servermanager/api/__pycache__/blogapi.cpython-311.pyc
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diff --git a/src/servermanager/migrations/__pycache__/0002_alter_emailsendlog_options_and_more.cpython-311.pyc b/src/servermanager/migrations/__pycache__/0002_alter_emailsendlog_options_and_more.cpython-311.pyc
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diff --git a/src/servermanager/migrations/__pycache__/__init__.cpython-311.pyc b/src/servermanager/migrations/__pycache__/__init__.cpython-311.pyc
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diff --git a/src/templates/blog/article_detail.html b/src/templates/blog/article_detail.html
index f694db3..a74a0db 100644
--- a/src/templates/blog/article_detail.html
+++ b/src/templates/blog/article_detail.html
@@ -2,30 +2,6 @@
 {% load blog_tags %}
 
 {% block header %}
-    <title>{{ article.title }} | {{ SITE_DESCRIPTION }}</title>
-    <meta property="og:type" content="article"/>
-    <meta property="og:title" content="{{ article.title }}"/>
-
-
-    <meta property="og:description" content="{{ article.body|custom_markdown|striptags|truncatewords:1 }}"/>
-    <meta property="og:url"
-          content="{{ article.get_full_url }}"/>
-    <meta property="article:published_time" content="{% datetimeformat article.pub_time %}"/>
-    <meta property="article:modified_time" content="{% datetimeformat article.pub_time %}"/>
-    <meta property="article:author" content="{{ article.author.get_full_url }}"/>
-    <meta property="article:section" content="{{ article.category.name }}"/>
-    {% for t in article.tags.all %}
-        <meta property="article:tag" content="{{ t.name }}"/>
-    {% endfor %}
-    <meta property="og:site_name" content="{{ SITE_NAME }}"/>
-
-    <meta name="description" content="{{ article.body|custom_markdown|striptags|truncatewords:1 }}"/>
-    {% if article.tags %}
-        <meta name="keywords" content="{{ article.tags.all|join:"," }}"/>
-    {% else %}
-        <meta name="keywords" content="{{ SITE_KEYWORDS }}"/>
-    {% endif %}
-
 {% endblock %}
 {% block content %}
     <div id="primary" class="site-content">
diff --git a/src/templates/blog/tags/article_info.html b/src/templates/blog/tags/article_info.html
index 3deec44..65b45fa 100644
--- a/src/templates/blog/tags/article_info.html
+++ b/src/templates/blog/tags/article_info.html
@@ -48,7 +48,7 @@
 
     <div class="entry-content" itemprop="articleBody">
         {% if  isindex %}
-            {{ article.body|custom_markdown|escape|truncatechars_content }}
+            {% render_article_content article True %}
             <p class='read-more'><a
                     href=' {{ article.get_absolute_url }}'>Read more</a></p>
         {% else %}
@@ -62,7 +62,7 @@
             {% endif %}
             <div class="article">
 
-                {{ article.body|custom_markdown|escape }}
+                {% render_article_content article False %}
 
             </div>
         {% endif %}
@@ -71,4 +71,9 @@
 
     {% load_article_metas article user %}
 
-</article><!-- #post -->
\ No newline at end of file
+</article><!-- #post -->
+
+<!-- 文章底部插件 -->
+{% if not isindex %}
+    {% render_plugin_widgets 'article_bottom' article=article %}
+{% endif %}
\ No newline at end of file
diff --git a/src/templates/blog/tags/article_meta_info.html b/src/templates/blog/tags/article_meta_info.html
index cb6111c..ec8a0f9 100644
--- a/src/templates/blog/tags/article_meta_info.html
+++ b/src/templates/blog/tags/article_meta_info.html
@@ -5,9 +5,6 @@
 <footer class="entry-meta">
     {% trans 'posted in' %}
     <a href="{{ article.category.get_absolute_url }}" rel="category tag">{{ article.category.name }}</a>
-
-
-    </a>
     {% if article.type == 'a' %}
         {% if article.tags.all %}
 
@@ -46,13 +43,14 @@
         title="{% datetimeformat article.pub_time %}"
         itemprop="datePublished" content="{% datetimeformat article.pub_time %}"
         rel="bookmark">
-
-    <time class="entry-date updated"
-          datetime="{{ article.pub_time }}">
-        {% datetimeformat article.pub_time %}</time>
-         {% if user.is_superuser %}
-             <a href="{{ article.get_admin_url }}">{% trans 'edit' %}</a>
-         {% endif %}
+        <time class="entry-date updated"
+              datetime="{{ article.pub_time }}">
+            {% datetimeformat article.pub_time %}
+        </time>
+    </a>
+    {% if user.is_superuser %}
+        <a href="{{ article.get_admin_url }}">{% trans 'edit' %}</a>
+    {% endif %}
     </span>
 </footer><!-- .entry-meta -->
 
diff --git a/src/templates/blog/tags/sidebar.html b/src/templates/blog/tags/sidebar.html
index f70544c..ecb6d20 100644
--- a/src/templates/blog/tags/sidebar.html
+++ b/src/templates/blog/tags/sidebar.html
@@ -16,7 +16,7 @@
             <aside class="widget_text widget widget_custom_html"><p class="widget-title">
                 {{ sidebar.name }}</p>
                 <div class="textwidget custom-html-widget">
-                    {{ sidebar.content|custom_markdown|safe }}
+                    {{ sidebar.content|sidebar_markdown|safe }}
                 </div>
             </aside>
         {% endfor %}
diff --git a/src/templates/comments/tags/comment_item.html b/src/templates/comments/tags/comment_item.html
index ebb0388..0693649 100644
--- a/src/templates/comments/tags/comment_item.html
+++ b/src/templates/comments/tags/comment_item.html
@@ -2,10 +2,13 @@
 <li class="comment even thread-even depth-{{ depth }} parent" id="comment-{{ comment_item.pk }}">
     <div id="div-comment-{{ comment_item.pk }}" class="comment-body">
         <div class="comment-author vcard">
-            <img alt=""
+            <img alt="{{ comment_item.author.username }}的头像"
                  src="{{ comment_item.author.email|gravatar_url:150 }}"
                  srcset="{{ comment_item.author.email|gravatar_url:150 }}"
-                 class="avatar avatar-96 photo" height="96" width="96">
+                 class="avatar avatar-96 photo"
+                 loading="lazy"
+                 decoding="async"
+                 style="max-width:100%;height:auto;">
             <cite class="fn">
                 <a rel="nofollow"
                         {% if comment_item.author.is_superuser %}
diff --git a/src/templates/comments/tags/comment_item_tree.html b/src/templates/comments/tags/comment_item_tree.html
index a9decd1..a407d76 100644
--- a/src/templates/comments/tags/comment_item_tree.html
+++ b/src/templates/comments/tags/comment_item_tree.html
@@ -3,10 +3,13 @@
     style="margin-left: {% widthratio depth 1 3 %}rem">
     <div id="div-comment-{{ comment_item.pk }}" class="comment-body">
         <div class="comment-author vcard">
-            <img alt=""
+            <img alt="{{ comment_item.author.username }}的头像"
                  src="{{ comment_item.author.email|gravatar_url:150 }}"
                  srcset="{{ comment_item.author.email|gravatar_url:150 }}"
-                 class="avatar avatar-96 photo" height="96" width="96">
+                 class="avatar avatar-96 photo"
+                 loading="lazy"
+                 decoding="async"
+                 style="max-width:100%;height:auto;">
             <cite class="fn">
                 <a rel="nofollow"
                         {% if comment_item.author.is_superuser %}
diff --git a/src/templates/plugins/article_recommendation/__init__.py b/src/templates/plugins/article_recommendation/__init__.py
new file mode 100644
index 0000000..7d86a99
--- /dev/null
+++ b/src/templates/plugins/article_recommendation/__init__.py
@@ -0,0 +1 @@
+# 插件模板目录
diff --git a/src/templates/plugins/article_recommendation/bottom_widget.html b/src/templates/plugins/article_recommendation/bottom_widget.html
new file mode 100644
index 0000000..829b7b4
--- /dev/null
+++ b/src/templates/plugins/article_recommendation/bottom_widget.html
@@ -0,0 +1,23 @@
+{% load i18n %}
+<div class="article-recommendations">
+    <h3 class="recommendations-title">
+        <span class="recommendations-icon">📖</span>{{ title }}
+    </h3>
+    <div class="recommendations-grid">
+        {% for article in recommendations %}
+            {% if article.title and article.title|length > 0 %}
+                <div class="recommendation-card">
+                    <a href="{{ article.get_absolute_url }}" class="recommendation-link" title="{{ article.title }}">
+                        <div class="recommendation-title">{{ article.title|truncatechars:45 }}</div>
+                        <div class="recommendation-meta">
+                            {% if article.category %}
+                                <span class="recommendation-category">{{ article.category.name }}</span>
+                            {% endif %}
+                            <span class="recommendation-date">{{ article.pub_time|date:"m-d" }}</span>
+                        </div>
+                    </a>
+                </div>
+            {% endif %}
+        {% endfor %}
+    </div>
+</div>
diff --git a/src/templates/plugins/article_recommendation/sidebar_widget.html b/src/templates/plugins/article_recommendation/sidebar_widget.html
new file mode 100644
index 0000000..5f1afbf
--- /dev/null
+++ b/src/templates/plugins/article_recommendation/sidebar_widget.html
@@ -0,0 +1,17 @@
+{% load i18n %}
+<aside class="widget widget_recommendations">
+    <p class="widget-title">{{ title }}</p>
+    <ul class="recommendations-list">
+        {% for article in recommendations %}
+            <li class="recommendation-item">
+                <a href="{{ article.get_absolute_url }}" title="{{ article.title }}">
+                    {{ article.title|truncatechars:35 }}
+                </a>
+                <div class="recommendation-meta">
+                    <span class="recommendation-views">{{ article.views }} {% trans 'views' %}</span>
+                    <span class="recommendation-date">{{ article.pub_time|date:"m-d" }}</span>
+                </div>
+            </li>
+        {% endfor %}
+    </ul>
+</aside>
diff --git a/src/templates/plugins/css_includes.html b/src/templates/plugins/css_includes.html
new file mode 100644
index 0000000..37029ae
--- /dev/null
+++ b/src/templates/plugins/css_includes.html
@@ -0,0 +1,4 @@
+{% comment %}插件CSS文件包含模板 - 用于压缩{% endcomment %}
+{% for css_file in css_files %}
+<link rel="stylesheet" href="{{ css_file }}" type="text/css">
+{% endfor %}
diff --git a/src/templates/plugins/js_includes.html b/src/templates/plugins/js_includes.html
new file mode 100644
index 0000000..2a315e3
--- /dev/null
+++ b/src/templates/plugins/js_includes.html
@@ -0,0 +1,4 @@
+{% comment %}插件JS文件包含模板 - 用于压缩{% endcomment %}
+{% for js_file in js_files %}
+<script src="{{ js_file }}"></script>
+{% endfor %}
diff --git a/src/templates/share_layout/base.html b/src/templates/share_layout/base.html
index d3e0e42..bb17933 100644
--- a/src/templates/share_layout/base.html
+++ b/src/templates/share_layout/base.html
@@ -16,23 +16,35 @@
 <!--<![endif]-->
 <head>
     <meta charset="UTF-8"/>
-    <meta name="viewport" content="width=device-width"/>
+    <meta name="viewport" content="width=device-width, initial-scale=1.0"/>
+    <meta name="format-detection" content="telephone=no"/>
+    <meta name="theme-color" content="#21759b"/>
+    {% load blog_tags %}
+    {% head_meta %}
     {% block header %}
+        <!-- SEO插件会自动生成title、description、keywords等标签 -->
     {% endblock %}
     <link rel="profile" href="http://gmpg.org/xfn/11"/>
 
+    <!-- 资源提示和预加载优化 -->
+    <link rel="dns-prefetch" href="//cdn.mathjax.org"/>
+    <link rel="dns-prefetch" href="//cdn.jsdelivr.net"/>
+    <link rel="preconnect" href="https://cdn.jsdelivr.net" crossorigin/>
+
+
     <!--[if lt IE 9]>
     <script src="{% static 'blog/js/html5.js' %}" type="text/javascript"></script>
     <![endif]-->
 
-    <link rel="alternate" type="application/rss+xml" title="{{ SITE_NAME }} &raquo; Feed"
-          href="/feed"/>
-    <link rel='stylesheet preload' as="font" id='twentytwelve-fonts-css'
-          href='{% static 'blog/fonts/fonts.css' %}'
-          type='text/css' media='all'/>
-    <link rel="dns-prefetch" href="//cdn.mathjax.org"/>
-    {% compress css %}
+    <!-- RSS和图标 -->
+    <link rel="alternate" type="application/rss+xml" title="{{ SITE_NAME }} &raquo; Feed" href="/feed"/>
+    <link rel="shortcut icon" href="/favicon.ico" type="image/x-icon"/>
+    <link rel="icon" href="/favicon.ico" type="image/x-icon"/>
+    <link rel="apple-touch-icon" href="/favicon.ico"/>
 
+    <!-- 本地字体加载 -->
+    <link rel="stylesheet" href="{% static 'blog/fonts/open-sans.css' %}">
+    {% compress css %}
         <link rel='stylesheet' id='twentytwelve-style-css' href='{% static 'blog/css/style.css' %}' type='text/css'
               media='all'/>
         <link href="{% static 'blog/css/oauth_style.css' %}" rel="stylesheet">
@@ -44,10 +56,16 @@
         <link rel="stylesheet" href="{% static 'blog/css/nprogress.css' %}">
         {% block compress_css %}
         {% endblock %}
+        <!-- 插件CSS文件 - 集成到压缩系统 -->
+        {% plugin_compressed_css %}
     {% endcompress %}
+
     {% if GLOBAL_HEADER %}
         {{ GLOBAL_HEADER|safe }}
     {% endif %}
+
+    <!-- 插件head资源 -->
+    {% plugin_head_resources %}
 </head>
 
 <body class="home blog custom-font-enabled">
@@ -59,26 +77,6 @@
             <h2 class="site-description">{{ SITE_DESCRIPTION }}</h2>
         </hgroup>
         {% load i18n %}
-
-
-{#        <div class="i18n-selector">#}
-{#            <form action="{% url 'set_language' %}" method="post" id="i18n-form">{% csrf_token %}#}
-{#                <input name="next" type="hidden" value="{{ redirect_to }}">#}
-{#                <select name="language" class="i18n-select" >#}
-{#                    {% get_current_language as LANGUAGE_CODE %}#}
-{#                    {% get_available_languages as LANGUAGES %}#}
-{#                    {% get_language_info_list for LANGUAGES as languages %}#}
-{#                    {% for language in languages %}#}
-{#                        <option value="{{ language.code }}"{% if language.code == LANGUAGE_CODE %} selected{% endif %}>#}
-{#                            {{ language.name_local }} ({{ language.code }})#}
-{#                        </option>#}
-{#                    {% endfor %}#}
-{#                </select>#}
-{#                                <input type="submit" value="Go">#}
-{#            </form>#}
-{#        </div>#}
-
-
         {% include 'share_layout/nav.html' %}
 
 
@@ -97,19 +95,25 @@
     {% include 'share_layout/footer.html' %}
 </div><!-- #page -->
 
-</body>
-<footer>
-    <script src="//cdn.bootcss.com/mathjax/2.7.0/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
-    {% compress js %}
-        <script type="text/javascript" src="{% static 'blog/js/jquery-3.6.0.min.js' %}"></script>
-        <script type="text/javascript" src="{% static 'blog/js/nprogress.js' %}"></script>
-        <script src="{% static 'blog/js/blog.js' %}" type="application/javascript"></script>
-        <script src="{% static 'blog/js/navigation.js' %}" type="application/javascript"></script>
-        <script src="{% static 'mathjax/js/mathjax-config.js' %}" type="application/javascript"></script>
-        {% block compress_js %}
-        {% endblock %}
-    {% endcompress %}
-    {% block footer %}
+<!-- JavaScript资源 -->
+{% compress js %}
+    <script src="{% static 'blog/js/jquery-3.6.0.min.js' %}"></script>
+    <script src="{% static 'blog/js/nprogress.js' %}"></script>
+    <script src="{% static 'blog/js/blog.js' %}"></script>
+    <script src="{% static 'blog/js/navigation.js' %}"></script>
+    {% block compress_js %}
     {% endblock %}
-</footer>
+    <!-- 插件JS文件 - 集成到压缩系统 -->
+    {% plugin_compressed_js %}
+{% endcompress %}
+
+<!-- MathJax智能加载器 -->
+<script src="{% static 'blog/js/mathjax-loader.js' %}" async defer></script>
+
+{% block footer %}
+{% endblock %}
+
+<!-- 插件body资源 -->
+{% plugin_body_resources %}
+</body>
 </html>