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mcp/skillhub

Agent Skill

Notebooklm skill

notebooklmteng-lin/notebooklm-pySKILL.md

Install, authenticate, troubleshoot, and operate Gemini Notebook through the notebooklm-py CLI or typed async Python API. Use for notebook and source management, grounded chat and research, and artifact generation or download when the user mentions Gemini Notebook, notebooklm-py, the notebooklm CLI, or its Python API. Do not use for the generic Gemini API or unrelated content creation.

20kMIT

always on

79 tokname + description

once used

3,746 tokSKILL.md body

bundled files

6564 scripts

repo stars

20kGitHub

Install the Notebooklm skill

Skills CLI (Claude Code, Codex, Cursor and others)

npx skills add https://github.com/teng-lin/notebooklm-py --skill notebooklm

Claude Code, by hand (all projects)

git clone --depth 1 https://github.com/teng-lin/notebooklm-py.git /tmp/notebooklm-py
mkdir -p ~/.claude/skills
cp -R /tmp/notebooklm-py ~/.claude/skills/notebooklm

For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.

What it costs your context

Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.

WhenWhat loadsCost
Every sessionName and description79 tok
When the agent uses itThe SKILL.md instructions3,746 tok
Only if opened65 bundled files (1.0 MB)varies

Until it is used, notebooklm costs about 17× less than the median MCP server we measured (1,362 tokens on every turn). Skills vs MCP study

Checks

  • Ships scripts the agent can run. Read them before installing.

Checked 2026-10-22 · method

What's inside

The headings of its SKILL.md. Read the full file on GitHub.

  • Gemini Notebook Automation
  • Setup and Authentication
  • Operating Invariants
  • Authorization Boundaries
  • Command Discovery
  • Canonical Source-to-Artifact Workflow
  • Deep Research
  • Python API Baseline
  • Generation Notes
  • Output and Citations
  • Failure Handling
  • Skill Installation