An AI-driven lead enrichment engine that sources contact emails and prepares data for Notion integration.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install data-enricher
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install data-enricher using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Data Enricher?
The Data Enricher is a powerful automation tool designed to streamline the sales prospecting workflow by finding verified contact information for target brands. By leveraging multiple discovery layers—including website scraping, social media analysis, and the Hunter.io API—this skill ensures you get the highest quality contact data. As one of the many Openclaw Skills available, it bridges the gap between raw discovery and a structured CRM.
It utilizes local models like llama3.2 via Ollama for intelligent data formatting and Haiku for external API orchestrations. This hybrid approach ensures cost-effective data processing while maintaining high accuracy for email identification and lead validation.
Data Enricher Use Cases
- Automating lead generation for digital marketing agencies.
- Enriching Instagram-sourced brand lists with professional contact emails.
- Deduplicating and syncing cold outreach prospects directly into a Notion workspace.
- Validating email confidence scores before starting high-volume outreach campaigns.
How Data Enricher Works
- The skill identifies the target domain and normalizes the URL to prevent duplicates.
- It scrapes the website's contact pages and footer for mailto links and contact details.
- It scans Instagram bios and contact buttons for additional social-linked emails.
- If required, it queries the Hunter.io API to find professional email patterns and addresses.
- The AI agent prioritizes emails based on type (personal vs. generic) and confidence scores (>70%).
- Data is formatted into a clean JSON structure and batched for Notion synchronization.
Data Enricher Setup
To get started with this skill, install the Openclaw Skills framework and configure your environment variables for API access.
# Export your Hunter.io API Key
export HUNTER_API_KEY="your_api_key_here"
# Ensure Ollama is running for local formatting
ollama run llama3.2:8b
Data Enricher Data Schema & Taxonomy
The skill outputs enriched leads in a structured JSON format to ensure compatibility with Notion databases and other Openclaw Skills pipelines.
| Field | Description | Example |
|---|---|---|
| domain_key | Normalized domain name | brandname.com |
| brand_name | Human-readable name | Brand Name |
| contact_email | Verified contact address | hello@brandname.com |
| email_confidence | Reliability status | high |
| email_source | Origin of the data | hunter.io |
| status | Pipeline status | new |
Data Enricher Advanced Features
- Intelligent email pattern guessing (e.g., [firstname]@domain.com) for hard-to-find contacts.
- Automated deduplication logic that checks your Notion database before adding new entries to prevent spam.
- Batch processing support to handle 10 leads at a time, minimizing API overhead and maximizing efficiency.
- Seamless integration with the Openclaw Skills ecosystem to maintain rate limits and avoid Hunter.io API throttling.
SKILL.md
Loading
Related Openclaw Skills
Daily Report & Performance Tracking
An automated reporting system that tracks pipeline metrics, manages daily memory, and sends scheduled briefings via AI agents.
BriteBooth Procurement Discovery
A read-only research assistant designed to automate product discovery and logistics planning for BriteBooth trade show hardware.
sog: Standards Ops Gadget
A unified command-line interface for managing email, calendars, contacts, and files using open standards like IMAP, SMTP, and WebDAV.
Oura Ring Data Access
A powerful interface to fetch and analyze Oura Ring health metrics including sleep, readiness, and activity scores via CLI.
DM Outreach Strategy & Drafting
A strategic AI drafting tool that creates personalized Instagram DMs to help brands scale outreach safely and effectively.
ICP Qualifier Skill
An AI-driven lead qualification tool that scores DTC e-commerce brands against specific ideal customer profiles to prioritize sales outreach.
Featured*
