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LinkedIn Automation

OpenClaw Conversation Detection Agent

Scores discovered signals for relevance, engagement potential, and risk. Queues high-scoring signals for content response generation while filtering out risky or low-value conversations.

Sales & MarketingLiveInternal (Colaberry Enterprise)Verified
Status
Live

Production-ready

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.

Scores discovered signals for relevance, engagement potential, and risk. Queues high-scoring signals for content response generation while filtering out risky or low-value conversations.

Challenges This Agent Addresses

  • 1**Marketing**: Automated identification of high-value engagement opportunities
  • 2**Risk Management**: Automated filtering of controversial or risky conversations
  • 3**Prioritization**: Score-based ranking ensures highest-value signals are processed first
Workflow

How the Agent Works

Step-by-step operational flow showing how this agent processes tasks end-to-end.

1

Step 1

Fetches unscored signals (status = discovered)

2

Step 2

Scores relevance (0 to 1) based on keyword matching across three tiers: direct value prop, broad AI topics, adjacent tech

3

Step 3

Scores engagement (0 to 1) based on comments, upvotes, amplification, recency, and platform type

4

Step 4

Scores risk (0 to 1) based on risky terms, controversial contexts, and pile-on detection

5

Step 5

Queues signals above relevance and engagement thresholds but below risk threshold

6

Step 6

Creates generate_response tasks for queued signals

Execution Modes

Trigger: cron
Data

Inputs & Outputs

What data this agent consumes and the artifacts or actions it produces.

Input Data

  • OpenclawSignal records with status = discovered

Deliverables

  • Scored signals with relevance, engagement, and risk scores
  • High-scoring signals queued with generate_response tasks
  • Risky signals marked as skipped

Core Tasks

  • LinkedIn Automation
Integrations

Systems Connected

Internal systems, APIs, and tools this agent integrates with.

Tools & APIs

OpenclawSignal (signal scoring)OpenclawTask (task creation)Platform strategy layer (strategy-aware scoring adjustments)
Specifications

Agent Specs

Technical specifications, requirements, and deployment details.

Status
Live
Industry
Sales & Marketing
Source
Internal (Colaberry Enterprise)
Department
LinkedIn Automation
Verified
Yes
Visibility
Public
Last Updated
March 27, 2026
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