video-expert-analyzer

Score video scenes and select best shots using Walter Murch's Six Rules.

231|15|Updated Feb 5, 2026
One-click install
npx skills add https://github.com/ALBEDO-TABAI/video-expert-analyzer --skill video-expert-analyzer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: video-expert-analyzer
Source: https://github.com/ALBEDO-TABAI/video-expert-analyzer/tree/main
Command: npx skills add https://github.com/ALBEDO-TABAI/video-expert-analyzer --skill video-expert-analyzer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires openai, requests, scenedetect[opencv], funasr, modelscope, torch, torchaudio, rapidocr-onnxruntime, and includes scripts (resource) components.

What problem does it solve?

This Skill automates end-to-end video analysis by applying Walter Murch's Six Rules to score scenes, identify standout moments, and curate clips, saving editors hours of manual review.

Core Features & Use Cases

  • Automated scoring & best-shot selection: run a structured scoring workflow to surface top clips for editorial use.
  • Multimodal analysis across platforms: analyzes videos from Bilibili, YouTube, Douyin, Xiaohongshu with agent and API modes.
  • Comprehensive reports & bilingual glossary: generates complete analysis reports and provides bilingual terminology references.

Quick Start

Analyze a video URL to generate a complete scene scores file, best_shots, and a final analysis report.

Frequently Asked Questions about video-expert-analyzer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate video analysis to find the best shots from my footage?

Automated video analysis scores scenes and selects the best shots by applying Walter Murch's Six Rules, requiring multimodal vision models and a configurable pipeline to generate scene scores and analysis reports.

Can I use scene detection and scoring to analyze videos from Bilibili, YouTube, Douyin, and Xiaohongshu?

Scene detection and scoring supports videos from Bilibili, YouTube, Douyin, and Xiaohongshu by processing URLs through agent or API modes to generate comprehensive analysis reports.

What multimodal vision models do I need for automated video scene scoring?

Automated video scene scoring requires multimodal vision models such as Gemini 3.0, Kimi 2.5, or Claude with vision to evaluate scenes and identify standout moments.

How do I extract subtitles and generate reports for batch processing large video projects?

Batch processing large video projects uses a configurable pipeline to extract subtitles, detect scenes, and generate comprehensive analysis reports with a bilingual glossary.

What is the best way to curate top clips from long videos without manual review?

Curating top clips from long videos uses automated scoring workflows that apply Walter Murch's Six Rules to evaluate scenes and surface standout moments, saving editors hours of manual review.

Does batch video analysis work with both agent and API modes for professional teams?

Batch video analysis works with both agent and API modes for professional teams, processing large projects to produce scene scores, best shots, and final analysis reports.