Research Tools

Multi-source research combining YouTube, arXiv, Fabric, and NotebookLM

📺 YouTube Integration

Search videos, extract transcripts, and analyze metadata using yt-dlp.

Use Cases

  • Security research tracking
  • AI tooling updates
  • Competitive intelligence
  • Educational content analysis
bun ~/.claude/skills/YouTube/youtube-search.ts "claude code features"
bun ~/.claude/skills/YouTube/youtube-transcript.ts <video-id>

📄 arXiv Integration

Search academic papers, access AlphaXiv AI summaries, and track category feeds.

Categories

  • cs.AI - Artificial Intelligence
  • cs.LG - Machine Learning
  • cs.CL - Computation & Language
  • cs.CR - Cryptography & Security
  • cs.MA - Multi-Agent Systems
  • cs.SE - Software Engineering
bun ~/.claude/skills/ArXiv/arxiv-search.ts "multi-agent"
bun ~/.claude/skills/ArXiv/arxiv-latest.ts cs.AI

🧵 Fabric 240+ Patterns

Specialized prompt patterns for content transformation and analysis.

Pattern Categories

  • Analysis: extract_wisdom, analyze_tech_impact
  • Security: create_threat_model, rate_ai_response
  • Writing: improve_writing, write_essay
  • Research: summarize, extract_article_wisdom
fabric --pattern extract_wisdom < input.txt
fabric --pattern create_threat_model < product-description.md

📓 NotebookLM

Multi-source deep analysis with AI-generated deliverables.

Features

  • Audio overviews
  • Mind maps
  • Infographics
  • Flashcards
import { NotebookLM } from '~/.claude/skills/NotebookLM/notebooklm.ts';
const notebook = await NotebookLM.create('Research Topic');
await notebook.addSource('https://...');
await notebook.generateAudioOverview();

Research Pipeline

Combined workflow for comprehensive research

1
YouTube Search
Find relevant videos
2
arXiv Search
Gather academic papers
3
Aggregate in NotebookLM
Combine all sources
4
Generate Deliverables
Audio overview + Mind map
5
Extract Wisdom
Use Fabric patterns
6
Save Results
/PAI/MEMORY/Research/

Cost Analysis

Zero-cost research pipeline

Step Tool Cost
Search YouTube API Free
Transcripts yt-dlp Free
Papers arXiv Free
Analysis NotebookLM Free
Wisdom Fabric + Local LLM Free
Total $0
Search coming soon...