pooriaarab LinkedIn Bookmarks Organizer
Process the LinkedIn "Saved Posts" / "Saved Items" queue.
Requirements
- LinkedIn account.
linkedinclawCLI — pooriaarab/linkedinclaw (scaffold; needs implementation). Browser-cookie-based scraper in steipete's*clawstyle. Goal: export Saved Posts and My Items into structured JSON, claw-able for agents.- Logged-in LinkedIn session in a browser (cookies imported via
sweetcookie). - Alternative until
linkedinclawis built: Playwright or chrome-devtools MCP.
Step 1 — Ask the User First
1. Goal — export to Notion/Notes, or in-place categorization (LinkedIn has no native folders)?
2. Categorization — by topic (career, hiring, fundraising, etc.), by content type (post / article / job)?
3. After export — unsave on LinkedIn, or leave originals?
4. Destination format — markdown export, structured Notion DB, or simple URL list?
Steps (TBD)
- Inventory — scrape Saved Items list.
- Classify — topic clustering.
- Plan — migration TSV.
- Approve — batch by topic.
- Apply — write to destination, optionally unsave.
- Verify — final count.
Surface-specific notes
- LinkedIn's anti-scraping is aggressive; respect rate limits, use long delays.
- "Saved Posts" and "My Items" are separate queues — handle each.
- Job saves: separate flow (likely you'll want to convert active job leads into a tracker, archive the rest).
- LinkedIn cookies expire frequently; document the re-auth dance for the user.