diff --git a/front/frontend/app.js b/front/frontend/app.js
index 151ff24..13de1f3 100644
--- a/front/frontend/app.js
+++ b/front/frontend/app.js
@@ -23,10 +23,268 @@ class OpenRankDashboard {
         this.updateLastUpdateTime();
         this.setupTabNavigation();
         this.setupModeSwitch();
+        this.setupCodeReviewPage();
         // 默认显示开发者分析数据
         this.displayDeveloperAnalysis(this.mockData.developers);
         this.hydrateFromURL();
     }
+    
+    // 设置代码测评页面功能
+    setupCodeReviewPage() {
+        // 运行Pylint测评按钮
+        document.getElementById('run-lint-btn')?.addEventListener('click', () => {
+            this.runCodeLinting();
+        });
+        
+        // 清空代码按钮
+        document.getElementById('clear-code-btn')?.addEventListener('click', () => {
+            const codeInput = document.getElementById('python-code-input');
+            if (codeInput) {
+                codeInput.value = '';
+                this.resetCodeReviewResults();
+            }
+        });
+        
+        // 加载示例按钮
+        document.getElementById('load-example-btn')?.addEventListener('click', () => {
+            this.loadExampleCode();
+        });
+    }
+    
+    // 加载示例代码
+    loadExampleCode() {
+        const exampleCode = `def calculate_average(numbers):
+    """计算数字列表的平均值"""
+    if not numbers:
+        return 0
+    total = sum(numbers)
+    return total / len(numbers)
+
+def get_user_name():
+    name = input("请输入您的名字: ")
+    print(f"你好, {name}!")
+    return name
+
+# 主程序
+if __name__ == "__main__":
+    user = get_user_name()
+    scores = [85, 90, 78, 92, 88]
+    avg = calculate_average(scores)
+    print(f"平均分数是: {avg}")`;
+    
+        const codeInput = document.getElementById('python-code-input');
+        if (codeInput) {
+            codeInput.value = exampleCode;
+            this.resetCodeReviewResults();
+        }
+    }
+    
+    // 重置代码测评结果
+    resetCodeReviewResults() {
+        document.getElementById('code-score').textContent = '0';
+        document.getElementById('score-quality').textContent = '待评分';
+        document.getElementById('score-quality').className = 'score-quality';
+        document.getElementById('issues-count').textContent = '0';
+        document.getElementById('issues-list').innerHTML = '<p class="empty-message">请运行测评查看代码中的问题</p>';
+        document.getElementById('lint-summary').innerHTML = '<p class="empty-message">请运行测评查看代码质量总结</p>';
+    }
+    
+    // 运行代码测评
+    runCodeLinting() {
+        const codeInput = document.getElementById('python-code-input');
+        if (!codeInput || !codeInput.value.trim()) {
+            this.showNotification('请先输入Python代码', 'error');
+            return;
+        }
+        
+        // 模拟Pylint测评过程
+        this.simulatePylintAnalysis(codeInput.value);
+    }
+    
+    // 模拟Pylint分析（由于浏览器限制，使用模拟数据）
+    simulatePylintAnalysis(code) {
+        // 这里使用模拟数据，实际项目中应该调用后端API
+        const codeLines = code.split('\n');
+        
+        // 根据代码内容生成模拟的Pylint问题
+        const issues = [];
+        
+        // 检查是否有未使用的导入（模拟）
+        if (code.includes('import') && !code.includes('from ')) {
+            issues.push({
+                type: 'info',
+                message: '导入了模块但未使用',
+                line: 1
+            });
+        }
+        
+        // 检查是否有函数缺少文档字符串（模拟）
+        let inFunction = false;
+        let functionStartLine = 0;
+        codeLines.forEach((line, index) => {
+            if (line.trim().startsWith('def ')) {
+                inFunction = true;
+                functionStartLine = index + 1;
+            } else if (inFunction && line.trim().startsWith('#') || line.trim().startsWith('"""')) {
+                inFunction = false;
+            } else if (inFunction && line.trim() && !line.trim().startsWith(' ') && !line.trim().startsWith('#')) {
+                issues.push({
+                    type: 'warning',
+                    message: '缺少函数文档字符串',
+                    line: functionStartLine
+                });
+                inFunction = false;
+            }
+        });
+        
+        // 检查行长度（模拟）
+        codeLines.forEach((line, index) => {
+            if (line.length > 79) {
+                issues.push({
+                    type: 'warning',
+                    message: '行长度超过79个字符',
+                    line: index + 1
+                });
+            }
+        });
+        
+        // 检查是否有print语句（模拟）
+        codeLines.forEach((line, index) => {
+            if (line.includes('print(') && !line.includes('"""') && !line.includes("''")) {
+                issues.push({
+                    type: 'info',
+                    message: '考虑使用logging模块替代print语句',
+                    line: index + 1
+                });
+            }
+        });
+        
+        // 检查是否有input语句（模拟）
+        codeLines.forEach((line, index) => {
+            if (line.includes('input(')) {
+                issues.push({
+                    type: 'warning',
+                    message: '生产环境中应避免使用input()函数',
+                    line: index + 1
+                });
+            }
+        });
+        
+        // 生成随机的额外问题（增加模拟真实性）
+        const randomIssues = [
+            { type: 'info', message: '考虑添加类型提示以提高代码可读性', line: Math.floor(Math.random() * codeLines.length) + 1 },
+            { type: 'warning', message: '变量名可以更具描述性', line: Math.floor(Math.random() * codeLines.length) + 1 },
+            { type: 'info', message: '考虑添加单元测试', line: 1 }
+        ];
+        
+        // 随机添加1-2个额外问题
+        const additionalIssues = Math.floor(Math.random() * 2) + 1;
+        for (let i = 0; i < additionalIssues; i++) {
+            issues.push(randomIssues[i]);
+        }
+        
+        // 计算分数（基于问题数量和严重性）
+        let score = 10;
+        issues.forEach(issue => {
+            if (issue.type === 'error') score -= 3;
+            else if (issue.type === 'warning') score -= 1;
+            else if (issue.type === 'info') score -= 0.5;
+        });
+        score = Math.max(0, Math.min(10, score));
+        score = Math.round(score * 10) / 10; // 保留一位小数
+        
+        // 显示结果
+        this.displayLintResults(score, issues);
+    }
+    
+    // 显示测评结果
+    displayLintResults(score, issues) {
+        // 更新分数显示
+        const scoreElement = document.getElementById('code-score');
+        const qualityElement = document.getElementById('score-quality');
+        
+        scoreElement.textContent = score.toString();
+        
+        // 设置质量等级
+        let qualityText = '优秀';
+        let qualityClass = 'excellent';
+        
+        if (score >= 9) {
+            qualityText = '优秀';
+            qualityClass = 'excellent';
+        } else if (score >= 7) {
+            qualityText = '良好';
+            qualityClass = 'good';
+        } else if (score >= 5) {
+            qualityText = '一般';
+            qualityClass = 'average';
+        } else {
+            qualityText = '需改进';
+            qualityClass = 'poor';
+        }
+        
+        qualityElement.textContent = qualityText;
+        qualityElement.className = `score-quality ${qualityClass}`;
+        
+        // 更新CSS样式以反映不同的质量等级
+        if (qualityClass === 'excellent') {
+            qualityElement.style.background = 'rgba(0, 255, 0, 0.2)';
+            qualityElement.style.border = '1px solid rgba(0, 255, 0, 0.3)';
+            qualityElement.style.color = '#66ff99';
+        } else if (qualityClass === 'good') {
+            qualityElement.style.background = 'rgba(0, 212, 255, 0.2)';
+            qualityElement.style.border = '1px solid rgba(0, 212, 255, 0.3)';
+            qualityElement.style.color = '#00d4ff';
+        } else if (qualityClass === 'average') {
+            qualityElement.style.background = 'rgba(255, 165, 0, 0.2)';
+            qualityElement.style.border = '1px solid rgba(255, 165, 0, 0.3)';
+            qualityElement.style.color = '#ffcc66';
+        } else {
+            qualityElement.style.background = 'rgba(255, 0, 0, 0.2)';
+            qualityElement.style.border = '1px solid rgba(255, 0, 0, 0.3)';
+            qualityElement.style.color = '#ff6b6b';
+        }
+        
+        // 更新问题列表
+        document.getElementById('issues-count').textContent = issues.length.toString();
+        const issuesList = document.getElementById('issues-list');
+        
+        if (issues.length === 0) {
+            issuesList.innerHTML = '<p class="empty-message">代码质量良好，未发现问题</p>';
+        } else {
+            // 按行号排序
+            issues.sort((a, b) => a.line - b.line);
+            
+            issuesList.innerHTML = issues.map(issue => `
+                <div class="issue-item">
+                    <div class="issue-header">
+                        <span class="issue-type ${issue.type}">${issue.type === 'error' ? '错误' : issue.type === 'warning' ? '警告' : '信息'}</span>
+                        <span class="issue-line">第 ${issue.line} 行</span>
+                    </div>
+                    <div class="issue-message">${issue.message}</div>
+                </div>
+            `).join('');
+        }
+        
+        // 生成总结
+        const summaryElement = document.getElementById('lint-summary');
+        const errorCount = issues.filter(i => i.type === 'error').length;
+        const warningCount = issues.filter(i => i.type === 'warning').length;
+        const infoCount = issues.filter(i => i.type === 'info').length;
+        
+        summaryElement.innerHTML = `
+            <ul>
+                <li><i class="fas fa-check-circle"></i> 代码评分: ${score}/10 (${qualityText})</li>
+                <li><i class="fas fa-exclamation-circle"></i> 发现 ${errorCount} 个错误</li>
+                <li><i class="fas fa-exclamation-triangle"></i> 发现 ${warningCount} 个警告</li>
+                <li><i class="fas fa-info-circle"></i> 发现 ${infoCount} 个建议</li>
+                <li><i class="fas fa-code"></i> 代码行数: ${document.getElementById('python-code-input').value.split('\n').length}</li>
+            </ul>
+            <p style="margin-top: 1rem;">
+                ${score >= 7 ? '代码整体质量良好，继续保持！' : '建议根据提示改进代码质量。'}
+            </p>
+        `;
+    }
 
     // 设置事件监听器
     setupEventListeners() {
diff --git a/front/frontend/index.html b/front/frontend/index.html
index 7669d94..5e2cc91 100644
--- a/front/frontend/index.html
+++ b/front/frontend/index.html
@@ -27,6 +27,7 @@
                 <button class="nav-btn" data-tab="repositories">仓库分析</button>
                 <button class="nav-btn" data-tab="developers">开发者分析</button>
                 <button class="nav-btn" data-tab="network">网络图谱</button>
+                <button class="nav-btn" data-tab="code-review">代码测评</button>
                 <button class="nav-btn" data-tab="settings">配置</button>
             </nav>
             <div class="header-actions">
@@ -39,6 +40,61 @@
 
         <!-- 主要内容区域 -->
     <main class="main-content" id="global-root">
+            <!-- 代码测评面板 -->
+            <div class="tab-content" id="code-review">
+                <div class="code-review-container">
+                    <h2>Python代码测评</h2>
+                    <div class="code-input-section">
+                        <div class="code-editor-controls">
+                            <button id="run-lint-btn" class="btn-primary">
+                                <i class="fas fa-check-circle"></i>
+                                运行Pylint测评
+                            </button>
+                            <button id="clear-code-btn" class="btn-secondary">
+                                <i class="fas fa-trash"></i>
+                                清空代码
+                            </button>
+                            <button id="load-example-btn" class="btn-secondary">
+                                <i class="fas fa-file-code"></i>
+                                加载示例
+                            </button>
+                        </div>
+                        <div class="code-editor-wrapper">
+                            <textarea id="python-code-input" placeholder="请在此输入Python代码...
+
+例如:
+
+def hello():
+    print('Hello World')
+
+if __name__ == '__main__':
+    hello()"></textarea>
+                        </div>
+                    </div>
+                    <div class="results-section">
+                        <div class="score-card">
+                            <h3>代码评分</h3>
+                            <div class="score-display">
+                                <span id="code-score">0</span>
+                                <div class="score-label">/ 10</div>
+                            </div>
+                            <div class="score-quality" id="score-quality">待评分</div>
+                        </div>
+                        <div class="issues-container">
+                            <h3>问题列表 <span id="issues-count">0</span></h3>
+                            <div id="issues-list" class="issues-list">
+                                <p class="empty-message">请运行测评查看代码中的问题</p>
+                            </div>
+                        </div>
+                    </div>
+                    <div class="summary-section">
+                        <h3>测评总结</h3>
+                        <div id="lint-summary" class="summary-content">
+                            <p class="empty-message">请运行测评查看代码质量总结</p>
+                        </div>
+                    </div>
+                </div>
+            </div>
             <!-- 总览面板 -->
             <div class="tab-content active" id="overview">
                 <div class="stats-grid">
diff --git a/front/frontend/styles.css b/front/frontend/styles.css
index 508db0f..90b2b2a 100644
--- a/front/frontend/styles.css
+++ b/front/frontend/styles.css
@@ -98,6 +98,273 @@ body {
 .project-header-inline { display:flex; align-items:flex-start; justify-content:space-between; gap:1rem; flex-wrap:wrap; margin-bottom:1rem; }
 .project-header-inline h2 { margin:0; font-size:1.25rem; font-weight:700; }
 .badge { display:inline-block; padding:.25rem .6rem; font-size:.65rem; letter-spacing:.5px; background:rgba(0,212,255,.15); border:1px solid rgba(0,212,255,.4); border-radius:6px; color:#00d4ff; font-weight:600; }
+
+/* 代码测评页面样式 */
+.code-review-container {
+    padding: 2rem 0;
+}
+
+.code-review-container h2 {
+    font-size: 1.5rem;
+    font-weight: 700;
+    margin-bottom: 1.5rem;
+    color: #ffffff;
+}
+
+.code-input-section {
+    background: rgba(255, 255, 255, 0.05);
+    border: 1px solid rgba(255, 255, 255, 0.1);
+    border-radius: 12px;
+    padding: 1.5rem;
+    margin-bottom: 1.5rem;
+}
+
+.code-editor-controls {
+    display: flex;
+    gap: 1rem;
+    margin-bottom: 1rem;
+    flex-wrap: wrap;
+}
+
+.btn-secondary {
+    background: rgba(255, 255, 255, 0.1);
+    border: 1px solid rgba(255, 255, 255, 0.2);
+    color: #ffffff;
+    padding: 0.5rem 1rem;
+    border-radius: 8px;
+    cursor: pointer;
+    font-weight: 500;
+    transition: all 0.2s ease;
+    display: flex;
+    align-items: center;
+    gap: 0.5rem;
+}
+
+.btn-secondary:hover {
+    background: rgba(255, 255, 255, 0.15);
+    border-color: rgba(255, 255, 255, 0.3);
+}
+
+.code-editor-wrapper {
+    position: relative;
+}
+
+#python-code-input {
+    width: 100%;
+    min-height: 300px;
+    background: rgba(0, 0, 0, 0.3);
+    border: 1px solid rgba(255, 255, 255, 0.2);
+    border-radius: 8px;
+    color: #ffffff;
+    font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', monospace;
+    font-size: 0.9rem;
+    line-height: 1.5;
+    padding: 1rem;
+    resize: vertical;
+    outline: none;
+}
+
+#python-code-input:focus {
+    border-color: #00d4ff;
+    box-shadow: 0 0 0 2px rgba(0, 212, 255, 0.25);
+}
+
+.results-section {
+    display: grid;
+    grid-template-columns: 1fr 3fr;
+    gap: 1.5rem;
+    margin-bottom: 1.5rem;
+}
+
+.score-card {
+    background: rgba(255, 255, 255, 0.05);
+    border: 1px solid rgba(255, 255, 255, 0.1);
+    border-radius: 12px;
+    padding: 1.5rem;
+    text-align: center;
+    display: flex;
+    flex-direction: column;
+    align-items: center;
+    justify-content: center;
+}
+
+.score-card h3 {
+    font-size: 1rem;
+    font-weight: 600;
+    margin-bottom: 1rem;
+    color: rgba(255, 255, 255, 0.8);
+}
+
+.score-display {
+    display: flex;
+    align-items: baseline;
+    justify-content: center;
+    gap: 0.5rem;
+    margin-bottom: 1rem;
+}
+
+#code-score {
+    font-size: 3rem;
+    font-weight: 700;
+    color: #00d4ff;
+}
+
+.score-label {
+    font-size: 1.25rem;
+    color: rgba(255, 255, 255, 0.6);
+}
+
+#score-quality {
+    font-size: 1rem;
+    font-weight: 600;
+    padding: 0.25rem 0.75rem;
+    border-radius: 6px;
+    background: rgba(0, 212, 255, 0.2);
+    border: 1px solid rgba(0, 212, 255, 0.3);
+    color: #00d4ff;
+}
+
+.issues-container {
+    background: rgba(255, 255, 255, 0.05);
+    border: 1px solid rgba(255, 255, 255, 0.1);
+    border-radius: 12px;
+    padding: 1.5rem;
+}
+
+.issues-container h3 {
+    font-size: 1rem;
+    font-weight: 600;
+    margin-bottom: 1rem;
+    color: rgba(255, 255, 255, 0.8);
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+}
+
+#issues-count {
+    font-size: 0.85rem;
+    padding: 0.2rem 0.5rem;
+    background: rgba(0, 212, 255, 0.2);
+    border-radius: 4px;
+    color: #00d4ff;
+}
+
+.issues-list {
+    max-height: 400px;
+    overflow-y: auto;
+}
+
+.issue-item {
+    background: rgba(0, 0, 0, 0.2);
+    border: 1px solid rgba(255, 255, 255, 0.05);
+    border-radius: 6px;
+    padding: 0.75rem;
+    margin-bottom: 0.75rem;
+}
+
+.issue-header {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    margin-bottom: 0.5rem;
+}
+
+.issue-type {
+    font-size: 0.75rem;
+    padding: 0.2rem 0.5rem;
+    border-radius: 4px;
+    font-weight: 600;
+}
+
+.issue-type.error {
+    background: rgba(255, 0, 0, 0.2);
+    color: #ff6b6b;
+    border: 1px solid rgba(255, 0, 0, 0.3);
+}
+
+.issue-type.warning {
+    background: rgba(255, 165, 0, 0.2);
+    color: #ffcc66;
+    border: 1px solid rgba(255, 165, 0, 0.3);
+}
+
+.issue-type.info {
+    background: rgba(0, 128, 0, 0.2);
+    color: #66ff99;
+    border: 1px solid rgba(0, 128, 0, 0.3);
+}
+
+.issue-line {
+    font-size: 0.75rem;
+    color: rgba(255, 255, 255, 0.6);
+}
+
+.issue-message {
+    font-size: 0.85rem;
+    color: rgba(255, 255, 255, 0.8);
+    line-height: 1.4;
+}
+
+.summary-section {
+    background: rgba(255, 255, 255, 0.05);
+    border: 1px solid rgba(255, 255, 255, 0.1);
+    border-radius: 12px;
+    padding: 1.5rem;
+}
+
+.summary-section h3 {
+    font-size: 1rem;
+    font-weight: 600;
+    margin-bottom: 1rem;
+    color: rgba(255, 255, 255, 0.8);
+}
+
+.summary-content {
+    font-size: 0.9rem;
+    line-height: 1.6;
+    color: rgba(255, 255, 255, 0.7);
+}
+
+.summary-content ul {
+    list-style: none;
+    padding: 0;
+}
+
+.summary-content li {
+    margin-bottom: 0.75rem;
+    display: flex;
+    align-items: flex-start;
+    gap: 0.75rem;
+}
+
+.summary-content li i {
+    color: #00d4ff;
+    margin-top: 0.25rem;
+    min-width: 16px;
+}
+
+.empty-message {
+    color: rgba(255, 255, 255, 0.5);
+    font-style: italic;
+    text-align: center;
+    padding: 2rem 0;
+}
+
+/* 响应式设计 */
+@media (max-width: 768px) {
+    .results-section {
+        grid-template-columns: 1fr;
+    }
+    
+    .code-editor-controls {
+        flex-direction: column;
+    }
+    
+    .btn-primary, .btn-secondary {
+        width: 100%;
+        justify-content: center;
+    }
+}
 .badge.approx { background:rgba(255,193,7,.15); border-color:rgba(255,193,7,.4); color:#ffc107; }
 .badge.full { background:rgba(0,255,136,.15); border-color:rgba(0,255,136,.4); color:#00ff88; }