Low
by biostartechnology | Audited: 2026-02-26T09:59:20.936Z | Ruleset: 0.2.0
About This Skill
LinkedIn automation via browser relay or cookies for messaging, profile viewing, and network actions.
Use Cases
Documentation (Original)
Source: SKILL.md The following is the author's original documentation (often English). For installation, follow “Quick Install” above.
name: linkedin
description: LinkedIn automation via browser relay or cookies for messaging, profile viewing, and network actions.
homepage: https://linkedin.com
metadata: {"clawdbot":{"emoji":"💼"}}
Use browser automation to interact with LinkedIn - check messages, view profiles, search, and send connection requests.
Connection Methods
Option 1: Chrome Extension Relay (Recommended)
- Open LinkedIn in Chrome and log in
- Click the Clawdbot Browser Relay toolbar icon to attach the tab
- Use
browsertool withprofile="chrome"
Option 2: Isolated Browser
- Use
browsertool withprofile="clawd" - Navigate to linkedin.com
- Log in manually (one-time setup)
- Session persists for future use
Common Operations
Check Connection Status
browser action=snapshot profile=chrome targetUrl="https://www.linkedin.com/feed/"
View Notifications/Messages
browser action=navigate profile=chrome targetUrl="https://www.linkedin.com/messaging/"
browser action=snapshot profile=chrome
Search People
browser action=navigate profile=chrome targetUrl="https://www.linkedin.com/search/results/people/?keywords=QUERY"
browser action=snapshot profile=chrome
View Profile
browser action=navigate profile=chrome targetUrl="https://www.linkedin.com/in/USERNAME/"
browser action=snapshot profile=chrome
Send Message (confirm with user first!)
- Navigate to messaging or profile
- Use
browser action=actwith click/type actions - Always confirm message content before sending
Safety Rules
- Never send messages without explicit user approval
- Never accept/send connection requests without confirmation
- Avoid rapid automated actions - LinkedIn is aggressive about detecting automation
- Rate limit: ~30 actions per hour max recommended
Session Cookie Method (Advanced)
If browser relay isn't available, extract the li_at cookie from browser:
- Open LinkedIn in browser, log in
- DevTools → Application → Cookies → linkedin.com
- Copy
li_atvalue - Store securely for API requests
Troubleshooting
- If logged out: Re-authenticate in browser
- If rate limited: Wait 24 hours, reduce action frequency
- If CAPTCHA: Complete manually in browser, then resume
Security Audit
Low
Summary
LinkedIn automation via browser relay or cookies for messaging, profile viewing, and network actions.
Risk Profile
ToxicSkills Analysis
Blocklist
Not matched
Prompt Injection
Not detected
No Toxic signals detected by current static checks.
Key Risks 0 items
No LLM risk bullets (LLM disabled or not cached).
Deterministic Findings (Evidence)
No findings detected.
Scoring Criteria
Each skill is scored across 5 dimensions. The weighted total determines the star rating.
Code Toxicity 100/100 (weight 30%)
Privacy Risk 100/100 (weight 25%)
Permission Scope 100/100 (weight 20%)
Author Reputation 75/100 (weight 15%)
Code Quality 70/100 (weight 10%)
Star Rating Scale
5★ Safe — Score ≥ 80
4★ Good — Score 70–79
3★ Caution — Score 60–69
2★ Risky — Score 40–59
1★ Dangerous — Score < 40
Why This Score?
All dimensions scored above 60. This skill passed the safety baseline.