Use Case
Generate YouTube Shorts Automation Pipeline with AI — From Your Terminal
Publishing YouTube Shorts consistently is a volume game — the algorithm rewards frequent uploads. Manually creating each Short is a bottleneck. agent-media CLI is a terminal tool, which means it integrates directly into shell scripts, cron jobs, and CI/CD pipelines. You can build an automated pipeline that generates, reviews, and queues Shorts without manual intervention for every video.
Best Models for This
These models are recommended for generating youtube shorts automation pipeline. Each one brings different strengths to this workflow.
| Model | Why | Credits | CLI Command |
|---|---|---|---|
| Seedance 1.0 Pro | Fast generation with strong human-subject results — the workhorse for automated pipelines that need consistent quality across hundreds of outputs. | 200-400 per video | agent-media generate seedance1 -p "Person demonstrating a life hack, POV style" --aspect-ratio 9:16 --sync |
| Kling 3.0 Pro | High prompt adherence ensures that scripted prompts produce predictable results — important when generation runs unattended in a pipeline. | 200-400 per video | agent-media generate kling3 -p "Satisfying slow-motion pour of honey into a glass" --aspect-ratio 9:16 --sync |
| Veo 3.1 | Best choice when your pipeline includes nature, travel, or scenic content — its cinematic quality requires less post-generation filtering. | 300-500 per video | agent-media generate veo3 -p "Underwater coral reef, tropical fish, crystal clear water" --aspect-ratio 9:16 --sync |
Step-by-Step Workflow
Follow these steps to start generating youtube shorts automation pipeline with agent-media CLI.
Create a prompt list
Maintain a text file with one prompt per line. This becomes the input for your batch generation script. You can curate prompts weekly and let the pipeline handle the rest.
$ cat prompts.txt # Line 1: "Satisfying paint mixing in slow motion" # Line 2: "Puppy seeing snow for the first time" # Line 3: "Time-lapse of flowers blooming"
Run a batch generation script
A simple shell loop reads each prompt and fires off a generation job. Without --sync, jobs queue in parallel on the server, dramatically reducing total wait time for large batches.
$ while IFS= read -r prompt; do agent-media generate seedance1 -p "$prompt" --aspect-ratio 9:16; done < prompts.txt
Monitor job completion
Check the status of all queued jobs. The CLI shows job IDs, status, and download links. You can filter by status or pipe the output to other tools for automated monitoring.
$ agent-media jobs list
Schedule with cron
Add agent-media commands to your crontab to generate content on a schedule. Combine with a rotating prompt list to publish fresh Shorts every day without any manual steps.
$ # crontab -e 0 6 * * 1 /usr/local/bin/agent-media generate seedance1 -p "Monday motivation quote animation" --aspect-ratio 9:16
MCP / Claude Code Integration
Use the MCP server to let Claude Code manage your entire pipeline. Ask Claude to "read prompts.txt, generate a Short for each prompt using the best model for the content type, and list the job statuses when done." Claude will choose between Seedance, Kling, and Veo based on each prompt and handle the full batch.
{
"mcpServers": {
"agent-media": {
"command": "npx",
"args": ["-y", "agent-media-cli", "mcp"],
"env": {
"AGENT_MEDIA_API_KEY": "your-api-key"
}
}
}
}Then ask Claude: "Generate youtube shorts automation pipeline using agent-media"
How Much Does It Cost
Pipeline economics depend on volume. At 200 credits per 5-second Short using Seedance, a Pro Plus plan ($119/month for 10,000 credits) produces 50 videos per month — nearly two per day. For lower volume, the Creator plan ($69/month for 5,000 credits) covers 25 Shorts monthly. Mixing in cheaper image generation for thumbnails (50 credits each with Flux 2 Pro) barely dents the budget.
Related Use Cases
TikTok & Reels Content
Short-form vertical video dominates social media. TikTok, Instagram Reels, and YouTube Shorts all require 9:16 portrait content that grabs attention in the first second. With agent-media CLI, you can generate scroll-stopping short-form videos directly from your terminal — no video editor, no stock footage library, no browser tabs. Pick a model, write a prompt, and publish.
Talking Head & UGC Videos
User-generated content (UGC) and talking-head videos drive trust and engagement on social platforms. Brands spend thousands per creator for authentic-looking testimonials and reviews. AI video generation now lets you produce realistic talking-head clips from a selfie or a text prompt alone. With agent-media CLI, you can turn a headshot into a speaking, expressive person — or generate a UGC-style clip entirely from a description.
AI Video API Integration
If you are building an application that needs AI-generated video or images — a SaaS product, a content platform, an internal tool — you need a reliable API that abstracts away provider complexity. agent-media offers both a CLI and an MCP server that can be called programmatically. Instead of managing API keys for seven different providers, you authenticate once with agent-media and access every model through a unified interface.