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ContentAnalysis

Extract adaptive insight reports from videos, podcasts, articles, and YouTube transcripts.

Updated Mar 30, 2026
Search Tags:#summarization#content analysis#wisdom extraction#key takeaways#youtube transcript#insight report#podcast summary
One-click install
npx skills add https://github.com/tmtgroupbot/lptracker-deploy --skill contentanalysis-tmtgroupbot
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ContentAnalysis
Source: https://github.com/tmtgroupbot/lptracker-deploy/tree/main/skills/contentanalysis
Command: npx skills add https://github.com/tmtgroupbot/lptracker-deploy --skill contentanalysis-tmtgroupbot

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Summarizing long videos, podcasts, and articles by hand is slow, and static summary templates miss the most interesting ideas. This Skill reads the full content, detects which wisdom domains actually exist in it, and builds custom sections around what it finds instead of forcing fixed categories. ## Core Features & Use Cases - Content-Adaptive Sections: Detects domains like business philosophy, developer workflow, or contrarian takes and names sections like magazine headlines rather than generic labels. - Five Depth Levels: Choose Instant, Fast, Basic, Full, or Comprehensive extractions depending on how much detail you need, with Full as the default. - Multi-Source Input: Works with YouTube URLs (via fabric transcript extraction), article URLs, local files, or pasted text. - Use Case: Paste a two-hour podcast transcript and receive a tailored insight report with sections like "Money Philosophy" and "Quotes That Hit Different", plus a one-sentence takeaway and a 2-minute essentials list. ## Quick Start Extract wisdom from this YouTube video at full depth: https://www.youtube.com/watch?v=example

Frequently Asked Questions about ContentAnalysis

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

FAQPage Schema
How do I extract key takeaways from a YouTube video?▼

Provide the YouTube URL and ask to extract wisdom. The workflow uses fabric with the -y flag to pull the transcript, then reads the full content and builds custom sections around the wisdom domains it detects, ending with a one-sentence takeaway.

How do I summarize a podcast or article into an insight report?▼

Paste the text, provide an article URL, or give a file path and request an extraction. The skill produces a report with content-specific sections, notable quotes, a 2-minute essentials list, and references worth following up on.

What depth levels does content extraction support?▼

Five levels are available: Instant (1 section), Fast (3 sections), Basic (3 sections plus takeaway), Full (5-12 sections, the default), and Comprehensive (10-15 sections plus a Themes & Connections synthesis). Specify the level in your request.

Can I customize the extraction style or preferences?▼

Yes. The skill checks for a user customization directory at ~/.claude/PAI/USER/SKILLCUSTOMIZATIONS/ExtractWisdom/ before running. Any PREFERENCES.md or configuration files found there override the default behavior.

What are the limitations of transcript-based content analysis?▼

Extraction quality depends on having the full text or transcript available. YouTube sources require the fabric tool for transcript retrieval, and content behind paywalls or without accessible transcripts cannot be processed directly.

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