research-linkedin

name	research-linkedin
description	Scan LinkedIn profiles for VC signals. Use when the user wants to check LinkedIn for investment signals. Requires user presence to watch the browser.
disable-model-invocation	true

LinkedIn Research

Scan LinkedIn profiles for VC signals relevant to KTLYST fundraising.

Steps

1. Read scripts/social_scan_manifest.json and extract metadata.linkedin_scan.last_run

2. Report to user:

   • Last LinkedIn scan date/time
   • How long ago that was
   • Number of Priority 1 profiles to scan

3. Ask: "Ready to watch the browser? (y/n)"

4. Wait for user confirmation before proceeding

5. If confirmed, use browser automation to:

   • Navigate to each Priority 1 LinkedIn profile from the manifest
   • Check recent activity (last 14 days only)
   • Look for investment signals, thesis statements, portfolio news
   • When creating signals, extract the specific post URL (not profile URL)
   • Create signal entries in signals-data.json

6. After completion:

   • Update metadata.linkedin_scan.last_run in scripts/social_scan_manifest.json to current timestamp
   • Update metadata.linkedin_scan.profiles_scanned count
   • Commit and push changes
   • Report summary of signals found

Important Rules

• Never run LinkedIn automation without explicit user confirmation
• User must be watching to handle CAPTCHAs or warnings
• Extract specific post URLs, not profile URLs
• Only look at posts from the last 14 days