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LinkedIn Automation

OpenClaw Follow-Up Agent

Generates conversation-aware follow-up messages for stalled conversations. Targets hot and warm leads at stage 2+ that have been silent for 48+ hours. Also expires stale response drafts.

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.

Generates conversation-aware follow-up messages for stalled conversations. Targets hot and warm leads at stage 2+ that have been silent for 48+ hours. Also expires stale response drafts.

Challenges This Agent Addresses

  • 1**Sales**: Automated re-engagement of stalled high-value conversations
  • 2**Nurture**: Stage-appropriate follow-up messaging
  • 3**Compliance**: Content validation prevents pushy or off-brand messages
Workflow

How the Agent Works

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

1

Step 1

Expires stale ResponseQueue drafts past their expires_at date

2

Step 2

Finds stalled conversations (hot/warm priority, stage >= 2)

3

Step 3

Enforces follow-up on hot leads at stage >= 3 with no follow-up in 48 hours

4

Step 4

Generates follow-up text via GPT-4o with stage-appropriate prompt guidance

5

Step 5

Validates follow-up content against safety rules and stage content rules

6

Step 6

Creates ResponseQueue drafts with 48-hour expiry

Execution Modes

Trigger: cron (daily at 10 AM UTC)
Data

Inputs & Outputs

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

Input Data

  • Stalled OpenclawConversation records (hot/warm, stage >= 2)
  • Hot leads at stage >= 3 without recent follow-ups (enforcement mode)
  • ResponseQueue drafts past their expiry date

Deliverables

  • ResponseQueue follow-up drafts with conversation context
  • Expired stale drafts
  • Blocked follow-ups when validation fails

Core Tasks

  • LinkedIn Automation
Integrations

Systems Connected

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

Tools & APIs

OpenclawConversation (stall detection)ResponseQueue (draft management)EngagementEvent (conversation context)OpenAI GPT-4o (follow-up generation)Platform strategy layer (content validation)
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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