{
  "task": "德国邮件外联准备",
  "status": "completed",
  "timestamp": "2026-05-05T18:21:00+08:00",
  
  "outputDir": "D:\\ai_project\\openclaw_project\\test_page\\fastmoss\\email_campaign_de",
  
  "files": {
    "cleanedCsv": "D:\\ai_project\\openclaw_project\\test_page\\fastmoss\\email_campaign_de\\de_email_cleaned.csv",
    "cleanedXlsx": "D:\\ai_project\\openclaw_project\\test_page\\fastmoss\\email_campaign_de\\de_email_cleaned.xlsx",
    "templateFile": "D:\\ai_project\\openclaw_project\\test_page\\fastmoss\\email_campaign_de\\email_templates_de.js",
    "scriptFile": "D:\\ai_project\\openclaw_project\\test_page\\fastmoss\\email_campaign_de\\send_campaign_de.js",
    "readmeFile": "D:\\ai_project\\openclaw_project\\test_page\\fastmoss\\email_campaign_de\\README_DE.md"
  },
  
  "dataStats": {
    "totalContacts": 2539,
    "validEmails": 2444,
    "duplicatesRemoved": 13,
    "invalidRemoved": 82,
    "successRate": "96.3%"
  },
  
  "dataSource": {
    "file": "D:\\ai_project\\openclaw_project\\test_page\\fastmoss\\business_dedup_email_only_by_country_20260415_1541.xlsx",
    "sheet": "德国",
    "extractDate": "2026-04-15"
  },
  
  "templates": {
    "available": ["german", "bilingual", "short_german"],
    "default": "bilingual",
    "languages": ["德语", "英语"],
    "variables": ["{{nickname}}", "{{tiktok_account}}"]
  },
  
  "features": {
    "dataFields": [
      "email",
      "nickname", 
      "tiktok_account",
      "uid",
      "profile_url",
      "followers",
      "instagram",
      "external_link",
      "other_contact",
      "region",
      "tier"
    ],
    "tierClassification": {
      "micro": "< 10k followers",
      "mid": "10k - 100k followers",
      "macro": "> 100k followers"
    },
    "cleaningRules": [
      "邮箱格式验证",
      "按邮箱去重",
      "排除无效前缀 (noreply@, test@, admin@)"
    ]
  },
  
  "usage": {
    "testCommand": "node send_campaign_de.js --dry-run --limit 10",
    "sendCommand": "node send_campaign_de.js --template bilingual --limit 50 --delay 2000",
    "helpCommand": "node send_campaign_de.js --help"
  },
  
  "notes": [
    "脚本当前为模拟模式，需要集成真实邮件服务",
    "建议使用 Nodemailer、SendGrid 或 AWS SES",
    "请遵守 GDPR 和反垃圾邮件法规",
    "建议分批发送，每天 100-200 封",
    "发送间隔建议 1-3 秒"
  ],
  
  "nextSteps": [
    "1. 测试模板：发送测试邮件到自己的邮箱",
    "2. 小规模测试：发送 10-20 封观察效果",
    "3. 集成邮件服务：配置 SMTP 或邮件 API",
    "4. 优化模板：根据反馈调整内容",
    "5. 扩大规模：逐步增加发送量",
    "6. 跟踪结果：记录回复率和转化率"
  ]
}