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LinkedIn Automation

OpenClaw Quality Gate Agent

AI-powered review agent that evaluates draft responses for quality using deterministic rules. Approves high-quality responses for browser posting and rejects low-quality responses for regeneration. Replaces manual human

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.

AI-powered review agent that evaluates draft responses for quality using deterministic rules. Approves high-quality responses for browser posting and rejects low-quality responses for regeneration. Replaces manual human review while maintaining quality standards.

Challenges This Agent Addresses

  • 1**Quality Control**: Deterministic quality baseline for all generated content
  • 2**Compliance**: Prevent promotional or spammy content from being posted
  • 3**Automation**: Replace manual review for platforms with API posting
Workflow

How the Agent Works

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

1

Step 1

Checks content length against minimum (120 chars) and maximum (2000 chars) limits

2

Step 2

Scans for prohibited promotional language (buy now, limited time, act fast, etc.)

3

Step 3

Verifies content provides genuine value (not just a plug)

4

Step 4

Counts links and enforces maximum link count (2)

5

Step 5

Checks for em dash usage (prohibited)

6

Step 6

Validates against platform-specific strategy rules

7

Step 7

Returns a composite score with detailed reasons for any rejections

Execution Modes

Trigger: on-demand (called by Content Response Agent)
Data

Inputs & Outputs

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

Input Data

  • Response content string
  • Platform name

Deliverables

  • Quality result with approved/rejected status
  • score (0 to 100)
  • and rejection reasons

Core Tasks

  • LinkedIn Automation
Integrations

Systems Connected

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

Tools & APIs

Content Response Agent (inline quality evaluation)Platform strategy layer (strategy 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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