AI 生成前端 UI 的优化技巧与实践
在使用 AI 生成前端页面时，开发者常遇到界面设计同质化、配色不协调等问题。通过引入专业配色方案、使用特定技能插件及明确风格控制，可以在无需手写 CSS 的情况下显著提升 UI 质量。
实验准备
工具与环境
- Claude Code (2.0.55)：底层模型为 Minimax-M2。
- Frontend Design Skills：需安装相关插件以增强设计能力。
- 启动终端并运行
/plugin命令。 - 选择 "Add Marketplace"。
- 输入仓库名
anthropics/claude-code。 - 选择 "Browse and install plugins"。
- 安装
frontend-design插件。
- 启动终端并运行
实验目标
设计对比实验，使用同一需求提示词在不同条件下测试 AI 生成 UI 的效果。
实验任务：创建一个 Todo List 单页面应用。
标准需求提示词：
Create a production-ready, single-page Todo List application using pure HTML, CSS, and JavaScript (ES6+). The application must be entirely self-contained within one html file. Technical Requirements ● Frontend Only: Use pure HTML5, CSS3, and vanilla JavaScript (ES6+). No external frameworks or libraries. ● Data Persistence: Implement using browser's LocalStorage. All data should persist after page refresh/close. ● Browser Compatibility: Support modern browsers (Chrome, Firefox, Safari, Edge latest versions). ● Code Quality: Clean, modular, well-commented code following best practices. Core Features 1. Task Management (CRUD Operations): ○ Add new tasks (title required, optional description, priority, due date) ○ Edit existing tasks (inline or modal editing) ○ Delete tasks (single and bulk delete completed tasks) ○ Mark tasks as complete/incomplete (checkbox toggle) 2. Task Attributes: ○ Title (required) ○ Description (optional) ○ Priority levels (High/Medium/Low) ○ Due date (date picker) ○ Completion status ○ Creation timestamp 3. View & Filtering: ○ Filter tasks: All, Active, Completed ○ Sort by: Priority, Due date, Creation time ○ Real-time search (title and description) 4. User Interface: ○ Responsive design (mobile-first approach) ○ Clean, modern aesthetic ○ Intuitive interactions with visual feedback UI/UX Specifications ● Layout: Clean, card-based design with clear visual hierarchy ● Color Scheme: Professional palette ● Typography: System font stack with proper hierarchy ● Interactions: Smooth transitions, hover effects, loading states ● Accessibility: WCAG 2.1 AA compliant, keyboard navigable Implementation Details ● Use semantic HTML5 elements ● CSS Grid/Flexbox for layouts ● ES6+ modules for code organization ● LocalStorage for data persistence ● Proper error handling and edge cases Delivery Format Provide one complete page file with all CSS and JavaScript embedded. The file should run immediately when opened in a browser. Evaluation Criteria: Code quality, functionality completeness, design execution, and adherence to specifications.
