Learn-skills.dev classify-leads

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.

install

source · Clone the upstream repo

git clone https://github.com/NeverSight/learn-skills.dev

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/NeverSight/learn-skills.dev "$T" && mkdir -p ~/.claude/skills && cp -r "$T/data/skills-md/aiagentwithdhruv/skills/classify-leads" ~/.claude/skills/neversight-learn-skills-dev-classify-leads && rm -rf "$T"

manifest: data/skills-md/aiagentwithdhruv/skills/classify-leads/SKILL.md

source content

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

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.

Schema

Inputs

Name	Type	Required	Description
`leads_file`	file_path	Yes	JSON file with lead data
`classification_type`	string	Yes	Classification type (e.g., 'product_saas')
`output`	file_path	No	Output JSON file path

Outputs

Name	Type	Description
`classified_file`	file_path	JSON file with classification added to each lead

Credentials

Name	Source
`ANTHROPIC_API_KEY`	.env

Composable With

Skills that chain well with this one:

scrape-leads

gmaps-leads

instantly-campaigns

Cost

$0.30 per 1,000 leads