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video-analyzer

Analyze TikTok and YouTube videos to generate reusable template JSON.

345|12|Updated Apr 14, 2026
Search Tags:#transcription#yt-dlp#ffmpeg#video-analysis#vision-analysis#competitor-analysis#template-generation
One-click install
npx skills add https://github.com/minicoohei/ai-agent-camp --skill video-analyzer-minicoohei
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: video-analyzer
Source: https://github.com/minicoohei/ai-agent-camp/tree/main/.claude/skills/video-analyzer
Command: npx skills add https://github.com/minicoohei/ai-agent-camp --skill video-analyzer-minicoohei

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires yt-dlp, ffmpeg, openai-whisper, gemini-vision-api, and includes scripts (resource) components.

What problem does it solve?

Video creators and analysts spend endless time manually extracting transcripts, frames, and structure from TikTok/YouTube videos to feed templates. This skill automates the end-to-end analysis and template generation to accelerate content research and production.

Core Features & Use Cases

  • Automated video download, frame extraction, speech-to-text, and visual analysis to produce a reusable template JSON.
  • Use cases include competitor research, trend analysis, and rapid storyboard planning for campaigns.
  • Works with TikTok, YouTube, YouTube Shorts, and Instagram Reels, enabling batch analysis and template creation.

Quick Start

Run the video-analyzer with a video URL to generate a structured template.json.

Frequently Asked Questions about video-analyzer

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

FAQPage Schema
How do I extract a reusable template from a TikTok or YouTube video?▼

You can extract a reusable template from a TikTok or YouTube video by running the video-analyzer with a video URL. It automates video download, frame extraction, speech-to-text, and visual analysis to produce a structured template JSON file.

What do I need to transcribe and analyze video content for competitor research?▼

To transcribe and analyze video content for competitor research, you need yt-dlp and ffmpeg installed, plus API keys for Whisper or Gemini Vision. These dependencies enable automated download, transcription, and visual analysis for TikTok, YouTube, Shorts, and Reels.

Can I use ffmpeg and yt-dlp to generate storyboard templates from Instagram Reels?▼

Yes, you can use ffmpeg and yt-dlp to generate storyboard templates from Instagram Reels. The skill supports TikTok, YouTube, Shorts, and Reels, automating frame extraction and visual analysis to output a reusable template JSON for content planning.

What is the best way to automate batch video analysis for trend analysis?▼

The best way to automate batch video analysis for trend analysis is using an end-to-end skill that combines yt-dlp, ffmpeg, openai-whisper, and gemini-vision-api. This approach bypasses manual transcription and frame extraction, directly generating structured JSON templates for campaigns.

Does video-analyzer work with YouTube Shorts and Reels for visual analysis?▼

Yes, video-analyzer works with YouTube Shorts and Reels for visual analysis. It utilizes the Gemini Vision API to process extracted frames across TikTok, YouTube, Shorts, and Instagram Reels, enabling comprehensive competitor research and trend analysis.

Why does automated video template generation require API keys for Whisper or Gemini Vision?▼

Automated video template generation requires API keys for Whisper or Gemini Vision to perform transcription and vision analysis. Without these API keys, the skill cannot convert speech to text or analyze extracted frames to produce the reusable template JSON.

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