AgentSkillsCN

classify-leads

利用大语言模型对潜在客户进行分类，区分复杂类型，例如产品SaaS与代理机构。当用户希望对潜在客户进行分类、按类型筛选客户，或对各类企业进行归类时使用此功能。

SKILL.md
--- frontmatter
name: classify-leads
description: Classify leads using LLM for complex distinctions like product SaaS vs agencies. Use when user asks to classify leads, filter leads by type, or categorize businesses.
allowed-tools: Bash, Read, Write, Edit, Glob, Grep

LLM Lead Classification

Goal

Classify leads using Claude for complex distinctions that keyword matching can't handle.

When to Use

  • •Product SaaS vs IT consulting agencies
  • •High-ticket vs low-ticket businesses
  • •Subscription vs one-time payment models
  • •NOT for simple categories (dentists, realtors)

Scripts

  • •./scripts/classify_leads_llm.py - Main classification script
  • •./scripts/update_sheet.py - Update sheets
  • •./scripts/read_sheet.py - Read from sheets

Usage

bash
python3 ./scripts/classify_leads_llm.py .tmp/leads.json \
  --classification_type product_saas \
  --output .tmp/classified_leads.json

Performance

  • •~2 minutes for 3,000 leads
  • •~$0.30 per 1,000 leads
  • •Default: includes "unclear" classifications (medium confidence)

Classification Types

  • •product_saas: Product companies vs service/consulting
  • •Custom types can be added

Output

JSON file with classification added to each lead record.