Status
Live
Production-ready
LinkedIn Automation
OpenClaw Content Response Agent
Generates educational, platform-appropriate responses for queued signals using GPT-4o. Creates draft responses with unique marketing tags, validates content against platform strategy rules, runs quality gates, and routes
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.
Generates educational, platform-appropriate responses for queued signals using GPT-4o. Creates draft responses with unique marketing tags, validates content against platform strategy rules, runs quality gates, and routes for posting or manual review.
Challenges This Agent Addresses
- 1**Marketing**: Automated response generation across 14 platforms
- 2**Lead Generation**: Every response includes a tracked URL for attribution
- 3**Quality Control**: Deterministic quality gate prevents low-quality posts
Workflow
How the Agent Works
Step-by-step operational flow showing how this agent processes tasks end-to-end.
1
Step 1
Fetches pending generate_response tasks
2
Step 2
Selects tone based on learning data or keyword heuristics
3
Step 3
Generates response via GPT-4o with platform-specific prompts and conversion stage guidance
4
Step 4
Validates content against platform strategy rules (no links where forbidden, no brand mentions)
5
Step 5
Runs deterministic quality gate (length, promotional language, value content checks)
6
Step 6
Routes approved responses to post_response tasks; routes rejected responses for regeneration
7
Step 7
Captures leads from signal authors
Execution Modes
Trigger: cron
Data
Inputs & Outputs
What data this agent consumes and the artifacts or actions it produces.
Input Data
- OpenclawTask records with task_type = generate_response
- OpenclawSignal records with platform context and content
Deliverables
- OpenclawResponse records with content, tone, tracked URL, and UTM parameters
- Quality-approved responses routed to posting tasks
- Quality-rejected responses queued for regeneration
- Lead records created from signal authors
Core Tasks
- LinkedIn Automation
Integrations
Systems Connected
Internal systems, APIs, and tools this agent integrates with.
Tools & APIs
OpenAI GPT-4o (content generation)Platform strategy layer (tone, link rules, validation)Quality gate agent (content review)Lead capture service (author-to-lead conversion)Rate limiter (posting frequency control)
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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