taxonomy.js
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/**
* taxonomy.js — 三维标签分类体系
*
* Role × Scene × Platform 生产力场景分类
* 预定义 + 支持运行时扩展
*/
// ═══════════════════════════════════════════
// 角色 (Role)
// ═══════════════════════════════════════════
const ROLES = [
{ id: 'marketer', name: '运营', nameEn: 'Marketer', icon: '📢' },
{ id: 'designer', name: '设计师', nameEn: 'Designer', icon: '🎨' },
{ id: 'developer', name: '开发者', nameEn: 'Developer', icon: '💻' },
{ id: 'writer', name: '内容创作者', nameEn: 'Writer', icon: '✍️' },
{ id: 'analyst', name: '数据分析师', nameEn: 'Analyst', icon: '📊' },
{ id: 'pm', name: '产品经理', nameEn: 'Product Manager', icon: '📋' },
{ id: 'sales', name: '销售', nameEn: 'Sales', icon: '💰' },
{ id: 'support', name: '客服', nameEn: 'Support', icon: '🎧' },
{ id: 'researcher', name: '研究员', nameEn: 'Researcher', icon: '🔬' },
{ id: 'educator', name: '教育者', nameEn: 'Educator', icon: '🎓' },
];
// ═══════════════════════════════════════════
// 场景 (Scene)
// ═══════════════════════════════════════════
const SCENES = [
{ id: 'video_creation', name: '视频创作', nameEn: 'Video Creation', icon: '🎬' },
{ id: 'content_writing', name: '内容写作', nameEn: 'Content Writing', icon: '📝' },
{ id: 'data_analysis', name: '数据分析', nameEn: 'Data Analysis', icon: '📈' },
{ id: 'social_operation', name: '社媒运营', nameEn: 'Social Operation', icon: '📱' },
{ id: 'ad_creative', name: '广告创意', nameEn: 'Ad Creative', icon: '🎯' },
{ id: 'customer_outreach', name: '客户触达', nameEn: 'Customer Outreach', icon: '📧' },
{ id: 'code_develop', name: '代码开发', nameEn: 'Code Development', icon: '🔧' },
{ id: 'testing_qa', name: '测试QA', nameEn: 'Testing & QA', icon: '🧪' },
{ id: 'search_scraping', name: '搜索抓取', nameEn: 'Search & Scraping', icon: '🔍' },
{ id: 'design_asset', name: '设计素材', nameEn: 'Design Assets', icon: '🖼️' },
{ id: 'automation', name: '流程自动化', nameEn: 'Automation', icon: '🤖' },
{ id: 'translation', name: '翻译本地化', nameEn: 'Translation', icon: '🌐' },
{ id: 'report_gen', name: '报告生成', nameEn: 'Report Generation', icon: '📄' },
{ id: 'ecommerce_ops', name: '电商运营', nameEn: 'E-Commerce Ops', icon: '🛒' },
];
// ═══════════════════════════════════════════
// 平台 (Platform)
// ═══════════════════════════════════════════
const PLATFORMS = [
{ id: 'youtube', name: 'YouTube', icon: '📺' },
{ id: 'tiktok', name: 'TikTok', icon: '🎵' },
{ id: 'instagram', name: 'Instagram', icon: '📷' },
{ id: 'twitter', name: 'Twitter/X', icon: '🐦' },
{ id: 'wechat', name: '微信', icon: '💬' },
{ id: 'xiaohongshu', name: '小红书', icon: '📕' },
{ id: 'douyin', name: '抖音', icon: '🎶' },
{ id: 'bilibili', name: 'B站', icon: '📹' },
{ id: 'linkedin', name: 'LinkedIn', icon: '🔗' },
{ id: 'github', name: 'GitHub', icon: '🐙' },
{ id: 'shopify', name: 'Shopify', icon: '🛍️' },
{ id: 'amazon', name: 'Amazon', icon: '📦' },
{ id: 'email', name: 'Email', icon: '📨' },
{ id: 'slack', name: 'Slack', icon: '💼' },
{ id: 'general', name: '通用', icon: '🌐' },
];
// ═══════════════════════════════════════════
// 关键词 → 标签映射（用于自动打标）
// ═══════════════════════════════════════════
const ROLE_KEYWORDS = {
marketer: ['运营', '营销', 'marketing', 'campaign', 'promotion', 'growth', 'seo', 'sem'],
designer: ['设计', 'design', 'ui', 'ux', 'creative', 'figma', 'photoshop', 'illustrator', 'graphic', '素材'],
developer: ['开发', '代码', 'code', 'coding', 'develop', 'api', 'sdk', 'debug', 'git', 'deploy', 'test', 'build'],
writer: ['写作', '创作', 'write', 'writing', 'content', 'article', 'blog', 'novel', 'copy', 'text'],
analyst: ['分析', '数据', 'data', 'analysis', 'analytics', 'report', 'statistics', 'chart', 'dashboard'],
pm: ['产品', 'product', 'requirement', 'prd', 'roadmap', 'backlog', 'user story'],
sales: ['销售', 'sales', 'crm', 'lead', 'deal', 'pipeline', 'prospect', 'outreach'],
support: ['客服', 'support', 'ticket', 'helpdesk', 'faq', 'service', 'customer service'],
researcher: ['研究', 'research', 'paper', 'literature', 'academic', 'survey', 'study'],
educator: ['教育', 'education', 'course', 'tutorial', 'teaching', 'learning', 'training'],
};
const SCENE_KEYWORDS = {
video_creation: ['video', '视频', 'clip', 'reel', 'short', 'animation', 'subtitle', 'thumbnail'],
content_writing: ['write', 'writing', '写作', 'article', 'blog', 'copy', 'text', 'seo', 'novel', '内容'],
data_analysis: ['data', '数据', 'analysis', 'analytics', 'chart', 'report', 'csv', 'excel', 'statistics'],
social_operation: ['social', '社交', '社媒', 'post', 'comment', 'follower', 'engagement', '舆情'],
ad_creative: ['ad', '广告', 'creative', 'banner', 'campaign', 'landing', 'cta'],
customer_outreach: ['email', '邮件', 'outreach', 'cold', 'newsletter', 'dm', 'message'],
code_develop: ['code', '代码', 'develop', 'api', 'sdk', 'build', 'deploy', 'debug', 'refactor'],
testing_qa: ['test', '测试', 'qa', 'e2e', 'unit', 'integration', 'bug', 'regression'],
search_scraping: ['search', '搜索', 'scrape', 'crawl', 'fetch', 'parse', 'web', 'dom', '抓取', '爬虫'],
design_asset: ['design', '设计', 'asset', 'icon', 'illustration', 'mockup', 'template', '素材'],
automation: ['automation', '自动化', 'workflow', 'cron', 'schedule', 'pipeline', 'ci', 'cd'],
translation: ['translate', '翻译', 'localize', 'i18n', 'l10n', 'language', '本地化'],
report_gen: ['report', '报告', 'summary', 'brief', 'document', 'ppt', 'slide', '文档'],
ecommerce_ops: ['ecommerce', '电商', 'shop', 'product', 'inventory', 'price', 'listing', '商品'],
};
const PLATFORM_KEYWORDS = {
youtube: ['youtube', 'yt'],
tiktok: ['tiktok', 'tt'],
instagram: ['instagram', 'ig', 'insta'],
twitter: ['twitter', 'tweet', 'x.com'],
wechat: ['wechat', '微信', 'weixin'],
xiaohongshu: ['xiaohongshu', '小红书', 'xhs', 'red'],
douyin: ['douyin', '抖音'],
bilibili: ['bilibili', 'b站', 'b站'],
linkedin: ['linkedin'],
github: ['github', 'gitlab', 'gitee'],
shopify: ['shopify'],
amazon: ['amazon', 'aws'],
email: ['email', 'mail', 'smtp', 'newsletter'],
slack: ['slack', 'discord', 'feishu', '飞书', 'telegram', 'whatsapp'],
};
// ═══════════════════════════════════════════
// 自动打标函数
// ═══════════════════════════════════════════
/**
* 根据 Skill metadata 自动推断三维标签
* @param {object} skill — { skillName, description, domain, keywords, tags, ... }
* @returns {{ roles: string[], scenes: string[], platforms: string[] }}
*/
function autoTag(skill) {
const text = [
skill.skillName || '',
skill.description || '',
skill.domain || '',
...(skill.keywords || []),
...(skill.tags || []),
].join(' ').toLowerCase();
const roles = _matchKeywords(text, ROLE_KEYWORDS, 1);
const scenes = _matchKeywords(text, SCENE_KEYWORDS, 1);
const platforms = _matchKeywords(text, PLATFORM_KEYWORDS, 1);
// 默认值
if (roles.length === 0) roles.push('developer');
if (scenes.length === 0) scenes.push('code_develop');
if (platforms.length === 0) platforms.push('general');
return { roles, scenes, platforms };
}
/**
* 关键词匹配 — 返回匹配度超过阈值的所有分类
*/
function _matchKeywords(text, keywordMap, minHits = 1) {
const results = [];
for (const [id, keywords] of Object.entries(keywordMap)) {
const hits = keywords.filter(kw => text.includes(kw)).length;
if (hits >= minHits) {
results.push({ id, hits });
}
}
// 按匹配数降序
results.sort((a, b) => b.hits - a.hits);
return results.map(r => r.id);
}
/**
* 兼容旧的 scene 字段 → 新的 scenes 数组
*/
function migrateOldScene(skill) {
if (skill.scene && (!skill.scenes || skill.scenes.length === 0)) {
// 旧 scene ID → 新 scenes 映射
const OLD_TO_NEW = {
search_scraping: 'search_scraping',
data_analysis: 'data_analysis',
content_gen: 'content_writing',
automation: 'automation',
social_media: 'social_operation',
communication: 'customer_outreach',
ecommerce: 'ecommerce_ops',
dev_tools: 'code_develop',
};
const newScene = OLD_TO_NEW[skill.scene] || skill.scene;
skill.scenes = [newScene];
}
return skill;
}
module.exports = {
ROLES,
SCENES,
PLATFORMS,
ROLE_KEYWORDS,
SCENE_KEYWORDS,
PLATFORM_KEYWORDS,
autoTag,
migrateOldScene,
};