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.