Use when you have a written implementation plan to execute in a separate session with review checkpoints
npx skills add Jaganpro/sf-skills --skill "util-youtube-analyzer"
Install specific skill from multi-skill repository
# Description
>
# SKILL.md
name: util-youtube-analyzer
description: >
Analyze YouTube videos by extracting and processing transcripts. Triggers when
user provides a YouTube URL (youtube.com, youtu.be) or asks to analyze, summarize,
or extract insights from a YouTube video. Supports both existing captions and
local AI transcription via whisper-cpp. Useful for learning from Dreamforce talks,
Trail Together sessions, and Salesforce tutorials.
license: MIT
metadata:
version: "1.0.0"
author: "Jag Valaiyapathy"
category: "utility"
YouTube Video Analyzer
Agentic workflow for extracting and analyzing YouTube video content locally.
Prerequisites
Ensure these are installed (via Homebrew):
- yt-dlp β Video/subtitle downloader
- ffmpeg β Audio extraction
- whisper-cpp β Local transcription (+ model at ~/.local/share/whisper/ggml-base.en.bin)
Agentic Workflow
When a user provides a YouTube URL:
Step 1: Extract Transcript
Run the extraction script from this skill's directory:
${SKILL_DIR}/scripts/yt-transcript.sh "YOUTUBE_URL"
Output: Transcript saved to /tmp/yt-transcript-{video_id}.txt
Step 2: Read the Transcript
Use the Read tool to load the transcript:
Read /tmp/yt-transcript-{video_id}.txt
Step 3: Analyze Based on User Intent
| User Request | Analysis Pattern |
|---|---|
| "Summarize this video" | Structured summary with key points, takeaways |
| "What are the main topics?" | Topic extraction with timestamps |
| "Tell me about X" | Search transcript for X, provide context |
| "Create notes" | Formatted notes with section headers |
| "Find quotes about Y" | Extract relevant quotations |
Script Behavior
The yt-transcript.sh script automatically:
1. Fast path: Fetches existing YouTube captions (no AI needed, instant)
2. Fallback: Downloads audio + transcribes locally via whisper-cpp
3. Cleanup: Converts VTT format to clean plain text
Example Interactions
User: "Summarize this Dreamforce talk: https://youtube.com/watch?v=..."
Claude: Runs script β Reads transcript β Provides structured summary
User: "What did they say about Agentforce in this video?"
Claude: Runs script β Reads transcript β Searches for Agentforce mentions β Provides context
# Supported AI Coding Agents
This skill is compatible with the SKILL.md standard and works with all major AI coding agents:
Learn more about the SKILL.md standard and how to use these skills with your preferred AI coding agent.