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노트북LM 스튜디오 생성 및 인용 연구 배치 자동화

MCP 또는 로컬 REST API를 통해 NotebookLM을 사용하여 인용된 Q&A를 실행하고, Studio 아티팩트를 생성하며, 대량 연구 배치를 관리합니다.

노트북LM 스튜디오 생성 및 인용 연구 배치 자동화란 무엇인가요?

이 스킬은 MCP(Modular Client Protocol) 또는 로컬 HTTP REST API를 통해 NotebookLM을 제어하여 인용 기반 Q&A, Studio 아티팩트 생성, 대량 연구 배치 처리를 자동화합니다. 개발자는 AI 에이전트(Claude Code, Cursor, Codex 등)와 함께 사용하여 복잡한 연구 작업을 효율적으로 수행할 수 있습니다. Node.js 18 이상이 필요하며, @roomi-fields/notebooklm-mcp 패키지를 설치하고 Google NotebookLM/Gemini Notebook 계정으로 인증을 설정한 후 사용합니다. REST 모드에서는 `npm run start:http`로 API 서버를 실행하고, MCP 모드에서는 빌드된 `dist/index.js`를 MCP 클라이언트에 등록하여 사용합니다. 소스 코드와 문서는 각각 GitHub 저장소와 공식 문서 사이트에서 확인할 수 있습니다.

지원 대상✓Claude Code~Codex CLI~Cursor✓Gemini CLI
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/automate-notebooklm-studio-generation-and-cited-research-batches-with-notebooklm-mcp
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문서

Automate NotebookLM Studio generation and cited research batches with notebooklm-mcp

NotebookLM을 MCP 또는 로컬 REST API를 통해 사용하여 인용된 Q&A를 실행하고, Studio 아티팩트를 생성하며, 대량 연구 배치를 관리합니다.

전제 조건

Node.js >=18, @roomi-fields/notebooklm-mcp, MCP 클라이언트 또는 로컬 HTTP REST API, Google NotebookLM/Gemini Notebook 계정

설치

소스 기반 지침에 따라 설치 또는 설정합니다:

REST 모드의 경우 https://github.com/roomi-fields/notebooklm-mcp 저장소를 클론하고 npm install && npm run build를 실행한 후, 터미널에서 npm run setup-auth를 한 번 실행하고 npm run start:http로 API를 시작합니다. MCP 모드의 경우 동일한 패키지를 빌드하고 dist/index.js를 MCP 클라이언트에 등록합니다(예: claude mcp add notebooklm node /path/to/notebooklm-mcp/dist/index.js). 프로젝트는 npm에도 @roomi-fields/notebooklm-mcp로 게시되어 있습니다.

문서

출처

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

Academic Paper Citation Network Mapper

Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.

ACF Custom Fields REST Exposer

Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.

ACF Extended for Advanced Custom Fields Workflows

An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.

ACF to Gutenberg Block Migrator

Converts Advanced Custom Fields field groups into native Gutenberg blocks using the ACF Block API v2 and @wordpress/scripts build pipeline. Maps ACF repeaters, groups, and flexible content to InnerBlocks and block attributes with server-side rendering via acf_register_block_type().

Activepieces Open Source Workflow Automation

Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.

ActivityWatch Cross-Platform Automated Time Tracker and Producti

ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ GitHub stars, it provides detailed productivity analytics without sending data to external servers.

act Local GitHub Actions Runner

act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.

Add a browser review checkpoint before risky agent actions with

Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.

Add Claude design-system and accessibility workflows with UX/UI

Use UX/UI Agent Skills when Claude should generate tokens, component specs, accessibility audits, and framework-specific UI code from a repeatable design workflow.

Add executable smoke tests for shell scripts and CLIs before ref

Use Bats-core when an agent needs to turn fragile shell scripts or command-line workflows into something it can verify repeatedly after edits. The agent writes focused Bash tests for success paths, failure paths, and output contracts, then runs them locally or in CI before a refactor, release, or incident fix goes out.

Add graph-backed memory and context retrieval to agent workflows

Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.

Add IDE-style semantic code navigation and symbol-safe refactors

Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.

Add managed long-term memory to LangGraph agents with LangMem

Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.

Add multimodal lifelong memory to MCP and Python agents with Sim

Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.

Add persistent project memory and hook-driven synthesis with Cla

Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.

Add Postgres-native vector retrieval to agent and RAG workflows

Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.

Address GitHub PR review comments from the current branch with g

Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.

Add runtime guardrails to TypeScript agents with VoltAgent

Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.

Add temporal context memory to agent workflows with Zep

Use Zep as an external context layer for agents that need to store events, assemble temporal graph context, and retrieve relevant memory before model calls.

Adobe Firefly API Batch Image Generator

Calls Adobe Firefly

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