What problem does it solve? Producing marketing videos requires choosing between dozens of AI video tools, avatar platforms, and programmatic frameworks, each with different costs, capabilities, and workflows. This Skill guides you through selecting the right approach and executing complete video production workflows, from product demos to batch social clips. ## Core Features & Use Cases - Tool Selection Guidance: Compares programmatic frameworks (Hyperframes, Remotion), AI generation models (Veo 3, Sora 2, Runway, Kling, Seedance), and avatar platforms (HeyGen, Synthesia) with decision tables for each scenario. - Production Workflows: Step-by-step pipelines for product demos, explainer videos, batch social clips, and repurposing long-form content via Descript, Opus Clip, and CapCut. - Edit Reverse-Engineering: Decomposes a reference video's edit into a reusable beat sheet covering cut rhythm, caption style, motion, and sound design, then applies it to your own footage. - Use Case: You need 50 personalized sales outreach videos. The Skill recommends a HeyGen MCP + Hyperframes pipeline: a master script template with variables, batch avatar generation, programmatic overlays, and a test batch of 5 before full production. ## Quick Start Ask the agent to help you produce a product demo video, and it will gather your goals, recommend the right tools, and walk you through the full production workflow.