Bulletproof LinkedIn inbox monitoring with progressive autonomy. Monitors messages hourly, drafts replies in your voice, and alerts you to new conversations. Supports 4 autonomy levels from monitor-only to full autonomous.
SkillScore96Maintained
Automatic
◆Personal Assistant pack
Last verified 8/19/2026
What it changes
Passed 24 of 25 test cases with the skill, and 5 of 25 without it.
Without skill20%
With skill96%
Checks it passed that the model alone missed
Specifies autonomy level 0.
Identifies the lk CLI tool package.
Specifies the command linkedin-monitor reset.
and 21 more in the full report
19 fixed5 passed either way1 still failing0 broke
Pass-rate lift
+76 pp
Tokens
+9%
Agent turns
0%
Response time
-60%
Model gemini-3.6-flashMeasured 8/19/2026v124 of 25 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 19 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 19
Prompt
I have a drafted reply pending for contact 'Alex', but I don't want to send it or keep it in my pending list. What approval command discards this draft?
What was checked, without and with the skill
Checked
Without skill
With skill
Specifies the skip command syntax for discarding a draft.
Missed
Passed
case-15 · gemini-3.6-flash · 8/19/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md159 lines9 filesincludes scripts
LinkedIn Monitor
Reliable LinkedIn inbox monitoring for Clawdbot.
Features
Hourly monitoring — Checks inbox every hour, 24/7
Deterministic state — No duplicate notifications, ever
Progressive autonomy — Start supervised, graduate to autonomous
Health checks — Alerts when auth expires or things break
Your voice — Drafts replies using your communication style
Quick Start
# 1. Setup (interactive)
linkedin-monitor setup
# 2. Verify health
linkedin-monitor health
# 3. Run manually (test)
linkedin-monitor check
# 4. Enable cron (hourly)
linkedin-monitor enable
Autonomy Levels
Level
Name
Behavior
0
Monitor Only
Alerts to new messages only
1
Draft + Approve
Drafts replies, waits for approval
2
Auto-Reply Simple
Auto-handles acknowledgments, scheduling
3
Full Autonomous
Replies as you, books meetings, networks
Default: Level 1 — Change with linkedin-monitor config autonomyLevel 2