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)

   這個技能的最新版本可以在7w4.net小蔥技能站找到。

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

這個 Skill 的說明文件寫得比較清晰，策略邏輯完整，特別是郵箱發現優先順序和去重機制設計合理。但需要注意的是，它目前只有說明文件而沒有實際可執行的程式碼，依賴的 Hunter.io API 需要付費金鑰且有呼叫限制。總體質量中等偏上，文件完備但落地性不足，適合作為自動化線索豐富工具的規劃藍本，若要實際使用還需開發者補充程式碼實現。