Scenario Auto Edit Automates Short-Form Video

This is less a magical editor than a compelling demonstration of agentic media pipelines: plain-language notes replace timeline operations, while specialized models handle each production stage.

• –Claude Code orchestrates the workflow, turning one video and a few creative instructions into executable editing code
• –Seedance 2.5 handles reference-video world replacement while preserving the speaker and lip sync
• –The free skill makes advanced compositing, captions, sound design, and grading accessible to developers
• –The workflow still depends on multiple services, local tooling, model credits, and human taste rather than eliminating editorial judgment
• –Scenario’s broader platform positions MCP and reusable skills as the bridge between generative models and repeatable production workflows