Automating Social Media Content Creation with OpenClaw and HeyGen

OpenClaw can run a fully autonomous social media content pipeline. This walkthrough covers a 12-step setup that generates video content using your AI avatar, runs QA, and schedules posts without manual intervention.

The Full Pipeline

The setup starts with uploading a single video of yourself to HeyGen to create a digital avatar. From there, OpenClaw takes over and manages the entire content production workflow.

Title card showing "Automated Social Media w/ OpenClaw" with the creator speaking to camera

Here is the step-by-step process:

Upload to HeyGen. Take one video of yourself and upload it to create your avatar.
Connect HeyGen to OpenClaw. Train the agent on what to do with the avatar.
Build a video job data model. Every video is a trackable record with a status. The schema includes fields for topic, hook, script, transcript, audio path, avatar video path, captions, and scheduling targets.
Idea intake system. The agent can research topics and generate video ideas autonomously.
Script-to-voice. Generated scripts are spoken in your cloned voice.
Avatar video generation. HeyGen creates the talking-head video, and OpenClaw retrieves it into your projects folder.
Add captions automatically.
QA checks. Automated checks cover audio levels, caption accuracy, content policy, and video length. The review package goes to a human for final approval.

Step 3: The Video Job Data Model schema showing fields like topic, hook, script, transcript paths, and scheduling targets

Step 9: QA checks page showing automated quality controls for audio, captions, video artifacts, content policy, and video length

Schedule to Buffer or another publishing platform. The agent handles posting automatically.
Analytics loop. The system collects performance data and improves weekly.

Step 12: Daily schedule showing 11 agents wired into a production schedule from 9:00 AM to 12:00 PM

Alternative Video Generation

HeyGen works well for avatar-based videos where you appear on screen. For other styles, you can swap in tools like Kling or VO3 to generate video of anyone based on a description.

Key Takeaways

OpenClaw can manage an end-to-end content pipeline from ideation through publishing
The only human role left is QA: reviewing and approving what the system produces
The pipeline uses a structured data model so every video is trackable and restartable if something fails
The full setup runs on a daily schedule with 11 specialized agents

Resources

OpenClaw -- Open-source autonomous agent framework
HeyGen -- AI avatar video generation platform
Buffer -- Social media scheduling tool