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notebooklm-research

Convert NotebookLM notebooks into Russian research and plan artifacts for ai-brain.

Updated Aug 23, 2026
Search Tags:#planning#research#references#notebooklm#russian#ai-brain#grounded-synthesis
One-click install
npx skills add https://github.com/samurano/ai-brain --skill notebooklm-research-samurano
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: notebooklm-research
Source: https://github.com/samurano/ai-brain/tree/main/agent-harness/skills/notebooklm-research
Command: npx skills add https://github.com/samurano/ai-brain --skill notebooklm-research-samurano

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Это решение предназначено для перевода NotebookLM notebooks в структурированные артефакты проекта внутри ai-brain: YouTube refs, документация, книги, статьи, исследования конкурентов и другие сохранённые источники, превращающие их в сжатые выводы, планы, риски и следующие шаги на русском языке.

Core Features & Use Cases

  • Подкреплённый синтез из сохранённых источников с маршрутизацией результатов в слои репозитория ai-brain (research.md, plan.md).
  • Формирование выводов, рисков и конкретных next steps на основе источников с указанием источников и цитат.
  • Поддержка разных типов контента (YouTube refs, Docs, Books/Articles) с локализацией на русский язык.

Quick Start

Сначала подключите NotebookLM через MCP, идентифицируйте проект и используйте вывод для формирования разделов research.md и plan.md согласно правилам маршрутизации ai-brain.

Frequently Asked Questions about notebooklm-research

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

FAQPage Schema
How do I extract research summaries from NotebookLM sources into structured project plans?▼

To transform NotebookLM notebooks into research artifacts, this Skill distills saved sources into conclusions, risks, and next steps, then routes them into ai-brain research.md and plan.md files. It requires MCP access and ai-brain routing alignment.

Can I use NotebookLM MCP to save YouTube references and articles as Russian language research notes?▼

Yes, you can save YouTube references, documentation, and articles as Russian language research notes. The Skill localizes grounded synthesis into Russian conclusions, decisions, risks, and next steps within your ai-brain repository.

What is grounded synthesis from NotebookLM and when do I need it for ai-brain routing?▼

Grounded synthesis from NotebookLM is the process of condensing saved sources into cited conclusions and actionable plans. You need it for ai-brain routing when normalizing distilled research outputs into structured repository layers like research.md and plan.md.

Do I need MCP access to convert NotebookLM notebooks into ai-brain research artifacts?▼

Yes, you need MCP access to convert NotebookLM notebooks into ai-brain research artifacts. The Skill requires an active NotebookLM connection through MCP to extract sources and align outputs with ai-brain routing files for proper normalization.

What's the best way to structure competitor research from NotebookLM into ai-brain plan files?▼

The best way to structure competitor research from NotebookLM into ai-brain plan files is applying this Skill to distill sources into risks and next steps. It ensures outputs are properly normalized and routed to plan.md using ai-brain routing rules.

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