Is the output of the video analysis machine-readable?

Absolutely. All results are returned in a structured JSON format containing an analysis_result object and associated metadata, making it easy to pipe into other tools.

Which video formats does the Video Analysis skill support?

The skill supports a wide range of formats including .mp4, .mov, .avi, .mkv, .webm, and standard screen recordings.

Can I perform custom analysis beyond just summarization?

Yes, the skill includes a 'custom' analysis type that allows you to pass specific prompts to Claude for specialized tasks like UI/UX reviews or accessibility audits.

Does this skill require an external API key?

Yes, it requires the ARK_API_KEY environment variable to connect to the Volces (火山引擎) ARK API, which provides the underlying video intelligence.

How do I get started with the Video Analysis skill?

Install the required 'openai' Python package, set your ARK_API_KEY, and use the VideoAnalyzer class to process your local video files.

Video Analysis Toolkit

Name: Video Analysis Toolkit
Author: macnversion

bymacnversion

0•

Data Science & ML

Analyzes and extracts structured insights from video files using AI-powered understanding and timestamped key moment identification.

The Video Analysis skill empowers Claude with the ability to interpret and extract deep insights from video content across various formats like MP4, MOV, and WebM. By leveraging the Volces ARK API, it provides specialized analysis modes including general summarization, product feature extraction for app demos, and precise timestamped 'key nodes' for documentation. It is an essential tool for developers and product teams who need to automate the processing of screen recordings, tutorials, or UI/UX reviews without manual transcription or frame-by-frame inspection.

Key Features

01Custom prompt-based analysis for specialized video understanding tasks

02Comprehensive support for major video formats including MP4, MOV, AVI, and WebM

030 GitHub stars

04Structured JSON output for easy integration into developer workflows

05Automated key moment identification with precise timestamp generation

06Product-specific analysis for extracting features and workflows from demos

Use Cases

01Extracting QA test cases and bug reproduction steps from screen recordings

02Performing competitive analysis by summarizing product demos and feature walkthroughs

03Generating technical documentation and step-by-step guides from tutorial videos

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add macnversion/skills video-analysis

For use in Claude.ai and ChatGPT

Download Skill