Status
Live
Production-ready
LinkedIn Automation
OpenClaw LinkedIn Comment Monitor Agent
Periodically scans tracked LinkedIn posts for new comments using browser scraping. For each new commenter, generates a personalized reply via GPT-4o and queues it for manual posting.
Sales & MarketingLiveInternal (Colaberry Enterprise)Verified
Department
LinkedIn Automation
Sales & Marketing department for Colaberry Enterprise agents
Source
Internal (Colaberry Enterprise)
Built by Colaberry
About
About the Agent
What this agent does, the challenges it addresses, and where it delivers value.
Periodically scans tracked LinkedIn posts for new comments using browser scraping. For each new commenter, generates a personalized reply via GPT-4o and queues it for manual posting.
Challenges This Agent Addresses
- 1**Engagement**: Stay active on LinkedIn posts with timely, personalized replies
- 2**Lead Generation**: Engage high-seniority commenters on thought-leadership posts
- 3**Brand Building**: Consistent presence in LinkedIn discussions
Workflow
How the Agent Works
Step-by-step operational flow showing how this agent processes tasks end-to-end.
1
Step 1
Finds all actively tracked LinkedIn posts
2
Step 2
Scrapes each post for current comments via Playwright
3
Step 3
Identifies new commenters not in the known list
4
Step 4
Generates personalized replies via GPT-4o based on commenter name, title, and comment content
5
Step 5
Creates OpenclawResponse records queued for manual posting (LinkedIn requires human execution)
6
Step 6
Updates the known_commenters list to avoid duplicate replies
Execution Modes
Trigger: cron (8 AM12 PM4 PM UTCweekdays)
Data
Inputs & Outputs
What data this agent consumes and the artifacts or actions it produces.
Input Data
- OpenclawSignal records with platform = linkedin_post_tracking and status = active
- Known commenters list per tracked post
Deliverables
- OpenclawResponse records for new commenters (ready_for_manual_post status)
- Updated known_commenters lists on tracked posts
Core Tasks
- LinkedIn Automation
Integrations
Systems Connected
Internal systems, APIs, and tools this agent integrates with.
Tools & APIs
Playwright (LinkedIn scraping)OpenAI GPT-4o (reply generation)OpenclawSignal (post tracking)OpenclawResponse (reply storage)
Specifications
Agent Specs
Technical specifications, requirements, and deployment details.
Related
Related Agents
Other agents in the same department or industry.
Enterprise AI
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