Agent skill · creative production · erichowens
ai-video-production-master
Expert in script-to-video production pipelines for Apple Silicon Macs. Specializes in hybrid local/cloud workflows, LoRA training for character consistency, motion graphics generation, and
Why this skill is useful
Adds multiple executable scripts for video generation workflows that are not commonly available in public documentation.
What it needs
Requires ffmpeg, npm, python installed locally. About 4k tokens when loaded. Last updated 2026-07-14. 180 stars on the source repository.
What this skill does
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 ❌ DO NOT use for: Real-time video editing → use DaVinci Resolve, Premiere Pro Video effects/compositing → use After Effects, Fusion Audio production/mixing → use sound-engineer skill 3D modeling/animation → use Blender, Maya, or physics-rendering-expert skill Static image generation → use clip-aware-embeddings or image gen tools Video Generation Approaches Choose the right approach based on your content: Stock Footage (Invideo-style) - RECOMMENDED for most content Best for: Educational, corporate, explainers, documentaries Uses curated stock libraries (Pexels, Pixabay, Storyblocks) Most professional, reliable results Fast turnaround (~30 min for full video) Script → AI selects matching clips → voiceover + music Text-to-Video (Sora-style) - For creative/artistic content Best for: Abstract visuals, creative shorts, unique scenes True generative AI (no stock footage) Uses: Sora API, Runway Gen-3, Pika, Kling Cleaner than I2V (no weird image artifacts) Storyboard control for multi-shot narratives Image-to-Video (I2V) - For animating specific imag …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills erichowens/ai-video-production-master