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An AI agent skill that helps you scrape LinkedIn pages reliably.

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🔗🕵️ LinkedIn AI Skill

LinkedIn AI Skill Banner

An AI agent skill that helps you scrape LinkedIn pages reliably.

License Agent Skill Version PRs Welcome


⬇️ Why Install?

  • 🎯 Right company, first try — never grabs a feed post or school by mistake
  • 🔁 Survives LinkedIn's reshuffles — works across every known page variant
  • 💸 $0 added cost — runs inside the AI you already use
  • 🧩 No setup — one Markdown file, no packages, no build

✨ Features

The skill starts from one fact most AIs miss: LinkedIn serves a different layout of the same page on each load, so it checks every known variant and picks by position, not by class name.

The same request with and without the skill: without it, the AI writes a class selector that breaks on reload and needs four tries; with it, the AI checks all three variants and gets it right on the first try

  • 🏢 Current company from any profile — a ready-to-run scraper for all three top-card layouts
  • 💼 Jobs pages mapped — stable anchors for job cards, details, filters and the scroll container
  • 📡 Data the page never rendered — job descriptions and company websites via LinkedIn's own internal API
  • 🚫 Dead ends skipped — no time wasted on meta tags, JSON-LD or old data blobs
  • 🩺 A debugging routine that finds the real cause — probe the live tab, list candidates, test on fresh loads

🚀 Installation

Needs an AI assistant that supports Agent Skills and a Chromium browser you're logged in to LinkedIn with. For scripts that drive Chrome, turn on View ▸ Developer ▸ Allow JavaScript from Apple Events.


# Claude Code
git clone https://github.com/adriangrantdotorg/linkedin-ai-skill.git ~/.claude/skills/linkedin-ai-skill
# Cursor
git clone https://github.com/adriangrantdotorg/linkedin-ai-skill.git ~/.cursor/skills/linkedin-ai-skill
# ChatGPT & Codex
git clone https://github.com/adriangrantdotorg/linkedin-ai-skill.git ~/.agents/skills/linkedin-ai-skill
Platform Skills folder
Claude Code ~/.claude/skills/
Cursor ~/.cursor/skills/
ChatGPT & Codex ~/.agents/skills/

💡 Usage

Ask for LinkedIn data as usual; the skill kicks in on its own.

You say The skill makes
"Get the current company from this LinkedIn profile." A JavaScript scraper that checks every layout and returns the top-card company
"Grab the full description of this LinkedIn job, even in a background tab." A same-origin API call with the right headers, cached and failing softly
"My LinkedIn scraper suddenly returns the wrong company." A debugging run against the live tab that finds the new variant

Built with ❤️ for the AI automation community & everyone tired of broken selectors ✌🏾

About

An AI agent skill that helps you scrape LinkedIn pages reliably.

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