Status
Live
Production-ready
LinkedIn Automation
OpenClaw Engagement Monitor Agent
Scans posted responses and authority content for new engagement (comments, replies) via platform APIs. Creates EngagementEvent records, scores intent, detects seniority, and aggregates engagement metrics.
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.
Scans posted responses and authority content for new engagement (comments, replies) via platform APIs. Creates EngagementEvent records, scores intent, detects seniority, and aggregates engagement metrics.
Challenges This Agent Addresses
- 1**Sales**: Identify high-intent engagers for follow-up
- 2**Analytics**: Track engagement quality across platforms
- 3**Pipeline**: Seniority detection feeds lead scoring
Workflow
How the Agent Works
Step-by-step operational flow showing how this agent processes tasks end-to-end.
1
Step 1
Finds posted responses and authority content with URLs
2
Step 2
Fetches engagements via platform APIs (Dev.to, Hashnode, Discourse, Twitter, Bluesky, YouTube, Product Hunt)
3
Step 3
Deduplicates by source_url to avoid re-processing
4
Step 4
Scores intent via GPT-4o-mini for each engagement
5
Step 5
Detects role seniority from user titles (IC, manager, director, VP, C-level)
6
Step 6
Wires each new event to the conversation tracking state machine
7
Step 7
Aggregates weighted engagement scores back to source responses and content
Execution Modes
Trigger: cron (every 30 minutes)
Data
Inputs & Outputs
What data this agent consumes and the artifacts or actions it produces.
Input Data
- OpenclawResponse records with status = posted and a post_url
- AuthorityContent records with status = posted and a post_url
Deliverables
- EngagementEvent records for each new comment/reply with intent scores and seniority
- Aggregated engagement metrics on responses and authority content
- Conversation state updates via tracking service
Core Tasks
- LinkedIn Automation
Integrations
Systems Connected
Internal systems, APIs, and tools this agent integrates with.
Tools & APIs
Platform APIs (engagement fetching)OpenAI GPT-4o-mini (intent scoring)Conversation tracking service (state machine)EngagementEvent, OpenclawResponse, AuthorityContent (data 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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