video-understand

To extract a temporal timeline from an MP4 video, the skill analyzes the content chronologically to identify scenes, actions, and motion events. It processes common formats like MP4, AVI, and MOV to produce a structured sequence of events.

Automating video content summarization for security footage involves processing the video to identify key actions and generate concise segment descriptions. This skill detects motion, correlates audio cues, and outputs informative summaries for rapid review.

Batch processing with Vision prompts is supported for analyzing multiple videos. The skill uses the z-ai-web-dev-sdk on the backend to handle single-shot and batch video analysis, enabling scalable extraction of scene descriptions and temporal events.

Audio-visual analysis correlates audio cues with visual content to provide richer insights into video files. The skill identifies who does what and when, matching detected actions with corresponding audio events to enhance content understanding.

You need the z-ai-web-dev-sdk installed on your backend to extract temporal events from MOV files. This dependency provides the required Vision prompts and processing capabilities to analyze actions and generate timeline extractions.

Optional thinking modes are available for complex action detection in AVI files. By leveraging the z-ai-web-dev-sdk, the skill supports these modes alongside Vision prompts to deliver deeper analysis of motion and temporal events.