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Data Enricher

Enrich leads by finding verified emails via contact pages, Instagram, Hunter.io, and patterns, then format data for Notion with deduplication and batching.
通过联系页面、Instagram、Hunter.io及规则挖掘并验证邮箱以完善线索,支持去重和分批处理,并将数据格式化输出至Notion。
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沟通协作 clawhub v1.0.0 1 版本 99810.7 Key: 需要
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概述

SKILL.md - Data Enricher

Purpose

Enrich leads with email addresses and format data for Notion.

Model to Use

  • ollama/llama3.2:8b (FREE) for data formatting
  • haiku for Hunter.io API calls

Rate Limits

  • Max 10 Hunter.io lookups per session (API limit)
  • 5 seconds between API calls
  • Batch similar domains together

Email Discovery Methods (In Order)

1. Website Contact Page

  • Check /contact, /about, /pages/contact
  • Look for mailto: links
  • Check footer

2. Instagram Bio

  • Check bio for email
  • Check "Contact" button

3. Hunter.io API

GET https://api.hunter.io/v2/domain-search
?domain={domain}
&api_key={HUNTER_API_KEY}

Response includes:

  • emails[]
  • confidence score
  • type (generic/personal)

Only use emails with confidence > 70%

4. Email Pattern Guessing

Common patterns:

  • hello@domain.com
  • info@domain.com
  • contact@domain.com
  • [firstname]@domain.com

Email Priority

  1. Founder/owner personal email (best)
  2. hello@ or hi@ (good)
  3. info@ or contact@ (okay)
  4. Generic support@ (last resort)

Output Format

{
  "domain_key": "brandname.com",
  "brand_name": "Brand Name",
  "niche": "skincare",
  "website_url": "https://brandname.com",
  "ig_handle": "@brandname",
  "followers_est": 15000,
  "contact_email": "hello@brandname.com",
  "email_confidence": "high",
  "email_source": "hunter.io",
  "source": "meta_ads",
  "status": "new"
}

Deduplication

Before adding any lead:

  1. Normalize domain: lowercase, remove www., remove https://
  2. Check if domain_key exists in Notion
  3. If exists, skip (don't duplicate)
  4. Log: "Skipped [domain] - already in pipeline"

Batch Processing

  • Process 10 leads at a time
  • Format all data before Notion sync
  • Save formatted batch to workspace/leads-enriched-YYYY-MM-DD.json

版本历史

共 1 个版本

  • v1.0.0 当前
    2026-03-28 18:03 安全 安全

安全检测

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安全,无风险
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腾讯云安全 (Sanbu)

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