app-promo-reel tightens AI video QA.

The strongest idea here is treating AI-generated video like software: inspect the artifact, enforce measurable output quality, and distrust subjective model judgment.

• –Finish-report-driven scoring catches audio issues that language models cannot directly perceive.
• –Beat alignment, loudness normalization, sync checks, and versioned MP4 output make the pipeline reproducible.
• –Rebuilding app screens from verified screenshots and strings reduces hallucinated product claims.
• –The Claude Code integration makes sophisticated motion-design automation accessible through a developer workflow.
• –Local ACE-Step or MusicGen support expands creative control, though dependency size and licensing still complicate production use.