linkedin-miner

Extract LinkedIn engagers from keyword or influencer posts into JSON leads.

72|25|Updated Feb 16, 2026
One-click install
npx skills add https://github.com/TheMattBerman/first-1000-kit --skill linkedin-miner
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: linkedin-miner
Source: https://github.com/TheMattBerman/first-1000-kit/tree/main/skills/linkedin-miner
Command: npx skills add https://github.com/TheMattBerman/first-1000-kit --skill linkedin-miner

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires curl, jq, node, and includes scripts (resource) components.

What problem does it solve?

Mine LinkedIn engagement to identify warm prospects by extracting engagers from posts that match your keywords or influencers, helping you jumpstart outreach with qualified leads.

Core Features & Use Cases

  • Search posts by keyword or scrape an influencer's feed to gather engagers (commenters and reactors).
  • Return enriched profile data: name, headline, LinkedIn URL, and engagement context.
  • Prioritize high-intent interactions (commenters first, reactors as secondary) for faster outreach.

Quick Start

Run the mine.sh script with a keyword and a max post limit to generate engagers.

Frequently Asked Questions about linkedin-miner

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract LinkedIn leads from post engagement data?

To extract LinkedIn leads from post engagement data, run the mine.sh script with a keyword or influencer target. It collects commenters and reactors from matched posts and returns structured JSON profile data for outreach.

What LinkedIn profile data do I get from scraping post commenters?

Scraping post commenters returns enriched profile data including the user's name, headline, LinkedIn URL, and engagement context. This structured JSON output is suitable for downstream lead scoring and rapidapi outreach workflows.

Can I use keyword searches to find LinkedIn engagers for lead generation?

Yes, you can use keyword searches to find LinkedIn engagers for lead generation. The script matches posts to your specified keywords, collects the commenters and reactors, and outputs actionable warm leads in JSON format.

Do I need Node and jq installed to run this LinkedIn lead extraction script?

Yes, you need Node, jq, and curl installed to run this LinkedIn lead extraction script. These dependencies are required to execute the scripts, process the engagement data, and structure the resulting JSON lead output.

How does mining LinkedIn engagement help identify high-intent prospects?

Mining LinkedIn engagement identifies high-intent prospects by prioritizing commenters over reactors. This approach captures users who actively participate in relevant conversations, providing warmer leads for targeted outreach campaigns.

What is the best way to scrape an influencer's LinkedIn feed for lead generation?

The best way to scrape an influencer's LinkedIn feed for lead generation is targeting their posts directly. The script gathers engagers from the feed, prioritizes commenters, and outputs structured profile data to jumpstart outreach.