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Ai Video Production Master

This one's for building complete video pipelines from script to final output, not just generating clips. It knows the tradeoffs between stock footage assembly (fastest, cheapest), text-to-video services like Sora or Runway (cleanest generative results), and image-to-video animation (best when you need specific compositions). The real value is in the cost calculator and cloud GPU orchestration scripts that help you decide what to run locally on Apple Silicon versus batch processing on Vast.ai or RunPod. Also handles motion graphics generation and LoRA training for character consistency. Won't help with traditional editing or compositing, that's still DaVinci and After Effects territory.

skills.sh installs
254
GitHub stars
113
last updated
Jun 3, 2026

Install

$ npx -y skills add erichowens/some_claude_skills --skill ai-video-production-master --agent claude-code

Installs into .claude/skills of the current project.

Files

AI Video Production Master

Expert in script-to-video production pipelines for Apple Silicon Macs. Specializes in:

  • Multiple video approaches: Stock footage, T2V (Sora-style), I2V, hybrid
  • Hybrid local/cloud workflows for cost optimization
  • Style and character consistency (LoRA, IPAdapter, prompt discipline)
  • Motion graphics and synthetic elements (title cards, data viz, lower thirds)
  • Artist commissioning for training datasets
  • Cloud GPU orchestration (Vast.ai, RunPod)

When to Use

✅ USE this skill for:

  • Script-to-video production pipelines
  • Stock footage assembly (InVideo-style workflows)
  • Text-to-video generation (Sora, Runway, Pika, Kling)
  • Image-to-video animation (Wan I2V, ComfyUI)
  • Cloud GPU orchestration (Vast.ai, RunPod, Lambda)
  • Motion graphics generation (title cards, lower thirds, data viz)
  • LoRA training for character/style consistency
  • Artist commissioning for training datasets
  • Cost optimization between local and cloud processing

Sponsors

Details

Repository
github.com/erichowens/some_claude_skills
Category
AI & Agent Building
First seen
Jun 3, 2026

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