vibe-cli-tool
Version:
VibeCLI v1.9 - 模板商店生态，智能部署生成，多语言支持，交互式学习系统，企业级Web全栈应用CLI工具
210 lines • 7.59 kB
JavaScript
/**
* 上下文感知的模板选择器
* 使用AI来选择最适合的提示词模板和变体
*/
export class ContextAwareTemplateSelector {
constructor() {
this.templateVariants = {};
this.initializeTemplateVariants();
}
/**
* 初始化模板变体
*/
initializeTemplateVariants() {
// 电商项目的多个变体
this.templateVariants.ecommerce = [
{
id: 'ecommerce-beginner',
name: '电商新手指导版',
description: '适合初学者的详细步骤指导',
targetAudience: 'beginner',
focus: 'implementation',
templatePath: 'project-types/ecommerce/beginner-guide.md',
weight: 1.0
},
{
id: 'ecommerce-architecture',
name: '电商架构深度版',
description: '重点关注系统架构和扩展性',
targetAudience: 'expert',
focus: 'architecture',
templatePath: 'project-types/ecommerce/architecture-focused.md',
weight: 1.0
},
{
id: 'ecommerce-practices',
name: '电商最佳实践版',
description: '强调安全性和性能优化',
targetAudience: 'intermediate',
focus: 'best-practices',
templatePath: 'project-types/ecommerce/best-practices.md',
weight: 1.0
}
];
// SaaS项目的多个变体
this.templateVariants.saas = [
{
id: 'saas-mvp',
name: 'SaaS MVP版',
description: '快速构建最小可行产品',
targetAudience: 'beginner',
focus: 'implementation',
templatePath: 'project-types/saas/mvp-focused.md',
weight: 1.0
},
{
id: 'saas-enterprise',
name: 'SaaS 企业级版',
description: '企业级SaaS架构和安全考虑',
targetAudience: 'expert',
focus: 'architecture',
templatePath: 'project-types/saas/enterprise-grade.md',
weight: 1.0
}
];
// 为其他项目类型添加变体...
this.templateVariants.blog = [
{
id: 'blog-simple',
name: '简单博客版',
description: '适合个人博客的简化指导',
targetAudience: 'beginner',
focus: 'implementation',
templatePath: 'project-types/blog/simple-blog.md',
weight: 1.0
}
];
this.templateVariants.portfolio = [
{
id: 'portfolio-creative',
name: '创意作品集版',
description: '注重视觉效果和创意展示',
targetAudience: 'intermediate',
focus: 'implementation',
templatePath: 'project-types/portfolio/creative-focused.md',
weight: 1.0
}
];
this.templateVariants.dashboard = [
{
id: 'dashboard-analytics',
name: '数据分析仪表板版',
description: '专注于数据可视化和分析',
targetAudience: 'intermediate',
focus: 'implementation',
templatePath: 'project-types/dashboard/analytics-focused.md',
weight: 1.0
}
];
}
/**
* 基于上下文智能选择最佳模板
*/
async selectOptimalTemplate(context) {
const projectType = context.projectIntent.projectType;
const availableVariants = this.templateVariants[projectType] || [];
if (availableVariants.length === 0) {
// 回退到默认模板
return this.getDefaultTemplate(projectType);
}
if (availableVariants.length === 1) {
return availableVariants[0];
}
// 使用基于规则的智能选择（MCP原生）
return this.ruleBasedSelection(context, availableVariants);
}
/**
* 基于规则的模板选择（回退方案）
*/
ruleBasedSelection(context, variants) {
// 按用户经验筛选
let filtered = variants.filter(v => v.targetAudience === context.userExperience);
if (filtered.length === 0) {
// 如果没有完全匹配的，选择最接近的
if (context.userExperience === 'beginner') {
filtered = variants.filter(v => v.targetAudience === 'intermediate');
}
else if (context.userExperience === 'expert') {
filtered = variants.filter(v => v.targetAudience === 'intermediate');
}
}
if (filtered.length === 0) {
filtered = variants;
}
// 按开发阶段和复杂度选择
const priorityOrder = this.getPriorityOrder(context);
for (const focus of priorityOrder) {
const match = filtered.find(v => v.focus === focus);
if (match) {
return match;
}
}
// 默认返回第一个
return filtered[0] || variants[0];
}
/**
* 获取优先级顺序
*/
getPriorityOrder(context) {
if (context.developmentPhase === 'planning') {
return ['architecture', 'implementation', 'best-practices', 'troubleshooting'];
}
else if (context.developmentPhase === 'development') {
return ['implementation', 'best-practices', 'troubleshooting', 'architecture'];
}
else { // optimization
return ['best-practices', 'troubleshooting', 'architecture', 'implementation'];
}
}
/**
* 获取默认模板
*/
getDefaultTemplate(projectType) {
return {
id: `${projectType}-default`,
name: `${projectType} 默认模板`,
description: '通用的项目指导模板',
targetAudience: 'intermediate',
focus: 'implementation',
templatePath: `project-types/${projectType}/main-prompt.md`,
weight: 1.0
};
}
/**
* 根据用户反馈更新模板权重
*/
updateTemplateWeights(feedback) {
feedback.forEach(f => {
Object.values(this.templateVariants).flat().forEach(variant => {
if (variant.id === f.templateId) {
// 根据反馈调整权重
if (f.usage === 'helpful' && f.rating >= 4) {
variant.weight = Math.min(2.0, variant.weight + 0.1);
}
else if (f.usage === 'not_helpful' || f.rating <= 2) {
variant.weight = Math.max(0.1, variant.weight - 0.1);
}
}
});
});
}
/**
* 获取所有可用的模板变体
*/
getAvailableVariants(projectType) {
return this.templateVariants[projectType] || [];
}
/**
* 获取模板使用统计
*/
getTemplateStats() {
// 这里可以集成真实的使用统计
// 目前返回模拟数据
return {};
}
}
/**
* 单例实例
*/
export const contextAwareTemplateSelector = new ContextAwareTemplateSelector();
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