scrape-post-engagers

Scrape LinkedIn post engagers into a deduplicated SQLite result set.

277|88|Updated Jan 4, 2026
One-click install
npx skills add https://github.com/Othmane-Khadri/YALC-the-GTM-operating-system --skill scrape-post-engagers
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scrape-post-engagers
Source: https://github.com/Othmane-Khadri/YALC-the-GTM-operating-system/tree/main/.claude/skills/scrape-post-engagers
Command: npx skills add https://github.com/Othmane-Khadri/YALC-the-GTM-operating-system --skill scrape-post-engagers

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill eliminates the manual work of finding and compiling the people who engaged with a specific LinkedIn post by automatically pulling reactors and commenters into a single deduped result set.

Core Features & Use Cases

  • Engager Scraping (Reactions + Comments): Extracts both likers/reactors and commenters from a LinkedIn post URL.
  • Cross-Endpoint Deduplication: Merges duplicates using the canonical LinkedIn profile URL so each engager appears once.
  • Local Result-Set Persistence: Writes the scraped audience into the local SQLite database as a numbered result set for downstream qualification or outreach.
  • Use Case: After running a campaign discovery workflow, you can scrape 200+ engagers from a post and then immediately pass that result set to lead qualification or a LinkedIn launch step.

Quick Start

Tell the Skill: "Scrape engagers from this LinkedIn post URL and give me the result set id."

Frequently Asked Questions about scrape-post-engagers

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

FAQPage Schema
How do I scrape LinkedIn post engagers for lead generation?

Yes, you can extract both reactors and commenters from a single LinkedIn post URL into one deduplicated lead-ready set. Cross-endpoint deduplication uses the canonical LinkedIn profile URL so each engager appears only once before being saved locally.

Do I need a specific LinkedIn URL format to scrape post engagers?

After scraping post engagers, you can immediately pass the numbered result set to lead qualification or a LinkedIn campaign launch step. The output provides a result set ID, engager counts, and the local database output path for downstream outreach workflows.

What is the best way to deduplicate LinkedIn leads from post reactions and comments?

Yes, the scraped audience is saved locally in an SQLite database as a numbered result set. The tool reports the result set ID, total engager counts, and the local output path so you can retrieve and use the data for qualification.

Can I use scraped LinkedIn post engagers directly for campaign launch?

You can use scraped LinkedIn post engagers directly for campaign launch by passing the saved result set ID to a LinkedIn launch step. The deduplicated audience is persisted locally and ready for immediate outreach qualification.