skills.rest
valtterimelkko
valtterimelkkoCOMMUNITY
Explore all skills by this author →
GitHub

video-deep-understanding

Extract transcript evidence and visual frames from video URLs or local files.

1|1|Updated Jun 11, 2026
Search Tags:#automation#analysis#multimodal#video#transcription#ffmpeg
One-click install
npx skills add https://github.com/valtterimelkko/agent-workflow-skills --skill video-deep-understanding
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: video-deep-understanding
Source: https://github.com/valtterimelkko/agent-workflow-skills/tree/main/skills/video-deep-understanding
Command: npx skills add https://github.com/valtterimelkko/agent-workflow-skills --skill video-deep-understanding

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires ffmpeg, ffprobe, yt-dlp, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This skill solves the challenge of analyzing video content without watching it manually, allowing agents to extract precise visual and audio evidence from any video URL or local file.

Core Features & Use Cases

  • Transcript Extraction: Automatically pulls native captions or generates high-quality transcripts using OpenAI's models.
  • Visual Analysis: Extracts auto-scaled frames based on video duration, enabling the agent to "see" UI elements, tutorials, or product demos.
  • Use Case: Use this skill to analyze a 30-minute software tutorial to find the exact timestamp where a specific feature is configured, or to generate a summary of a screen recording.

Quick Start

Ask the agent to analyze the video at the provided URL and answer your specific questions about the content.

Frequently Asked Questions about video-deep-understanding

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

FAQPage Schema
How do I extract transcripts and frames from a video for analysis?▼

You can extract transcripts and visual frames from video URLs or local files by asking the agent to analyze the content. The skill automatically pulls native captions or uses OpenAI transcription, and samples frames based on duration.

Do I need ffmpeg and yt-dlp installed to analyze local video files?▼

Yes, you need ffmpeg and yt-dlp installed to analyze local video files or URLs. These dependencies handle video processing, frame extraction, and automated caption retrieval from local storage or online sources.

Can I use this to find specific timestamps in a long software tutorial?▼

Yes, you can use this to find specific timestamps in a long software tutorial. The skill extracts transcript evidence and intelligently samples visual frames from long-form content, enabling grounded analysis to pinpoint exact moments.

What is the best way to transcribe video content when native captions are missing?▼

The best way to transcribe video content without native captions is using the built-in OpenAI-powered transcription fallback. You must provide an optional OpenAI API key to enable full transcription capabilities for your video files.

How does visual frame extraction work for long-form video content?▼

Visual frame extraction works by auto-scaling the frame sampling rate based on the video duration. This allows the agent to see UI elements, tutorials, or product demos across long-form content without manual intervention.

Related Skills

Explore More Education & Research Skills→
mathiaschumathiaschu
92

watch

Download videos and convert them into timestamped frames and transcripts.

Community
Advanced
MerkyorLynnMerkyorLynn
37

youtube-watcher

Fetch YouTube video transcripts and convert WebVTT subtitles into plain text.

Community
Basic
ajshedivyajshedivy
4

agno-multimodal

Develop multimodal AI agents that process images, audio, and video.

Community
Intermediate
lordmaculordmacu
6

Video Frames

Extract frames and audio tracks from video files using ffmpeg.

Community
Intermediate