AI Video Review Master: Analyze & Optimize Visual Content

AI Video Review Master: Analyze & Optimize Visual Content

The AI Video Review Master skill enables Claude to analyze a video by converting it into a comprehensive review package without needing to play it. It processes rendered videos or Remotion projects into scene-change frames, analyzes on-screen text, checks audio quality, and matches narration with visual content.

What this skill does

• Converts video files or Remotion projects into frames at scene changes and every two seconds.
• Performs OCR to read on-screen text for each frame.
• Audits audio for loudness, clipping, clicks, and prolonged silences.
• Matches narration text with on-screen content for consistency.
• Generates a detailed report listing detected issues such as spelling errors, short display duration of text, mismatched numbers between narration and visuals, and text obscured by interface elements on platforms like YouTube Shorts.
• Provides outputs in frames as PNGs, audio findings, and detailed reports in `report.md`.

Who it is for

This skill is designed for developers, content creators, and teams using AI coding agents like Claude Code, Cursor, and Codex, who require efficient video content analysis and quality assurance.

Use cases

• Review and proofread videos before publishing to ensure content accuracy and consistency.
• Check alignment between slides and narration for presentation videos.
• Identify changes between video renders, especially for iterative content creation workflows.
• Create a portable PDF version of the video for sharing and collaboration in review processes.

Technical details

• Compatible with Windows systems.
• Requires ffmpeg for processing video files.
• Generates comprehensive review packages without playing the video file, facilitating on-demand content validation.

Source & Licence

This package is built on open-source work published by Ablation-Lab (Ablation-Lab/video-review-tool) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.