The video shows how to train an AI agent using Claude Code to autonomously create and post promotional product videos, streamlining the process with iterative prompt refinement and reusable workflows. By leveraging built-in skills like screen recording, voiceover, and video editing, the creator demonstrates how anyone can automate high-quality promo video production and social media posting for their products or services.
The video demonstrates how to train and upskill an AI agent—specifically using Claude Code—to autonomously create promotional product videos. The creator’s goal is to automate the process of making short, effective promo videos for products, using as an example their own service, skillsmd.store, which sells ready-made Claude Code skills. The process is designed to be generalizable, so viewers can adapt it for their own products or services. The creator uses a dedicated AI agent running on a Mac Mini, and walks through the steps of iteratively training the agent to perform the task.
The workflow involves leveraging existing skills the agent already possesses, such as screen recording, voiceover generation, video editing, and animation (using Remotion). The creator starts by crafting a detailed prompt that describes the desired outcome: a concise promo video that demonstrates the product in action, includes a voiceover, smooth transitions, background music, and highlights the ease of purchasing and using the skill. The agent is instructed to record itself navigating X.com (formerly Twitter), showcasing the automation skill in practice.
After the first iteration, the creator reviews the output and provides constructive feedback. The initial video is functional but too slow and lacks some desired elements, such as more comprehensive screen recordings and better integration of the product’s web page. The creator refines the prompt, requesting a more engaging voiceover, faster pacing, and additional animations. The agent then produces a second, much-improved version—a 26-second video that is concise, visually appealing, and effectively communicates the product’s value proposition.
Satisfied with the second iteration, the creator finalizes the workflow by saving it as a reusable skill file (skill.md). This allows for easy recreation of similar promo videos in the future, simply by providing a new product URL and invoking the learned skill. The process is tested by generating another promo video using only the saved workflow, confirming that the agent can reliably reproduce high-quality results without further manual intervention.
Finally, the creator demonstrates how the agent can autonomously post the finished promo video to X.com, complete with a text description and link. The entire process—from video creation to social media posting—can now be handled by the AI agent with minimal human input. The creator expresses satisfaction with the results and plans to expand the library of skills, encouraging viewers to experiment with their own agentic projects. The video concludes with an invitation to follow along for future updates and inspiration on automating digital tasks using AI agents.