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使用 notebooklm-py 自動化 NotebookLM 研究與工件匯出

讓 AI 代理程式能透過 Python API、CLI、Agent Skill、MCP 伺服器或 REST 伺服器操作 Google NotebookLM / Gemini Notebook,支援建立筆記本、新增來源、提出附引用答案的問題、生成工件以及下載匯出。

使用 notebooklm-py 自動化 NotebookLM 研究與工件匯出 是什麼?

此技能透過 `notebooklm-py` 套件賦予 AI 代理程式(如 Claude Code、Cursor、Codex)直接與 Google NotebookLM / Gemini Notebook 互動的能力。它提供多種整合方式(Python API、CLI、MCP 伺服器、REST 伺服器),讓代理程式能自動化建立筆記本、新增網頁或文件來源、提出帶有引用答案的問題、生成常見問答集、學習指南等 artifact,甚至將整個筆記本匯出為 Markdown 或 PDF。對開發者而言,這項技能消除了手動操作 NotebookLM 的痛苦,使研究流程得以完全編排與重複執行,尤其適合需要大量文件分析與摘要的場景。所有操作皆支援瀏覽器自動化或 Master Token 認證,無需手動登入。

相容平台~Claude Code~Codex CLI~Cursor✓Gemini CLI
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/automate-grounded-notebooklm-research-and-artifact-export-with-notebooklm-py

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說明文件

使用 notebooklm-py 自動化 NotebookLM 研究與工件匯出 是做什麼的?

讓 AI 代理程式能透過 Python API、CLI、Agent Skill、MCP 伺服器或 REST 伺服器操作 Google NotebookLM / Gemini Notebook,支援建立筆記本、新增來源、提出附引用答案的問題、生成工件以及下載匯出。

前提條件

notebooklm-py CLI 或 Python 套件、Google NotebookLM / Gemini Notebook 帳號、瀏覽器驗證或 Master Token 驗證、可選的 MCP 或 REST 伺服器。

安裝方式

依照原始文件中的說明進行安裝或設定:

使用 uv tool install "notebooklm-py[browser]" 或 pipx install "notebooklm-py[browser]" 安裝 CLI,執行 notebooklm login 登入,使用 notebooklm auth check --test --json 驗證,然後使用 notebooklm skill install 或 npx skills add teng-lin/notebooklm-py 安裝代理程式技能。

文件

來源

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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