Topic · Knowledge Management

Best source-grounded notebooks skills for Claude Code, Codex and other agents.

Skills that answer questions grounded in a curated set of source documents.
skills
85
official
2

Source-grounded notebooks skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Source-grounded notebooks skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Lets Claude Code ask questions of your Google NotebookLM notebooks through browser automation and return answers grounded in your uploaded sources.

PleasePrompto/notebooklm-skill7.8k14 repos~2.4kAutomated safety check: NotesMIT28 days ago
2

Installs, authenticates and operates Gemini Notebook (NotebookLM) through the notebooklm-py CLI or its typed async Python API, for notebooks, sources, grounded chat and generated artifacts.

teng-lin/notebooklm-py20k—~4.1kAutomated safety check: PassMITyesterday
3

自动从 Z-Library 下载书籍并上传到 Google NotebookLM。支持 PDF/EPUB 格式,自动转换,一键创建知识库。

zstmfhy/zlibrary-to-notebooklm1.7k1 repo~968Automated safety check: PassMIT8 mo ago
4

Collects content from WeChat articles, web pages, YouTube, podcasts, documents and more, uploads it to NotebookLM and generates podcasts, slides or mind maps.

joeseesun/qiaomu-anything-to-notebooklm6.2k—~3.6kAutomated safety check: PassMIT3 days ago
5

Turns books, PDFs, slides and web pages into a source-grounded knowledge base and an interactive learning page in English or Chinese, with quizzes, relationship maps and reusable methodology notes.

dmoshehun-prog/learn-from-materials916—~7.9kAutomated safety check: PassMITyesterday
6

Creates NotebookLM notebooks from URLs, text and files, asks cited questions, runs web research and generates audio, slides, quizzes and other artifacts.

claude-world/notebooklm-skill465—~1.8kAutomated safety check: PassMIT2 mo ago
7

Turn courses, books, video, audio, PDFs, slides, transcripts, OCR, notes, and long-form materials into source-grounded learning Skills that teach unseen concepts progressively with reliable terminal…

JuneYaooo/lineage-skill451—~3.3kAutomated safety check: NotesApache-2.02 mo ago
8

A skill your agent uses when user wants to analyze China stock reports (A-share or Hong Kong), upload annual/quarterly reports to NotebookLM, or research a Chinese listed company's financials

jarodise/CNinfo2Notebookllm363—~1.1kAutomated safety check: PassNo licence3 mo ago
9

An always-available field lab for thinking with AI, guided by Kit.

KyleAMathews/field-lab576—~15kAutomated safety check: PassNo licence13 days ago
10

This skill should be used when the user wants to query their Google NotebookLM notebooks for citation-backed, source-grounded answers, or manage notebooks, sources, and Studio content (audio…

roomi-fields/notebooklm-mcp189—~1.1kAutomated safety check: PassMIT1 mo ago
11
11.Nlm

Manages Google NotebookLM notebooks via the nlm CLI. An agent skill from tmc/nlm.

tmc/nlm390—~2.2kAutomated safety check: NotesMIT15 days ago
12

Read and critically analyze one academic paper from an arXiv URL/ID or a local PDF, producing a source-grounded Markdown report that can grow from a quick read into a reviewer-level deep review.

YSQ-boop/paper-lens101—~1.3kAutomated safety check: PassApache-2.09 days ago
13

Router skill for LLMQuant Data primitive workflows. An agent skill from LLMQuant/skills.

LLMQuant/skills2291 repo~523Automated safety check: PassMIT4 mo ago
14

自动从 Anna's Archive 下载书籍并上传到 Google NotebookLM。支持 PDF/EPUB 格式,自动转换,一键创建知识库。

zstmfhy/annas-to-notebooklm210—~1.4kAutomated safety check: PassMIT8 mo ago
15

Operate Google NotebookLM from Codex for authorized source ingestion, notebook setup, source-grounded Q&A, and Studio artifacts such as Audio Overviews, Video Overviews, reports, mind maps, quizzes…

Toolsai/notebooklm-studio-Skill129—~2.4kAutomated safety check: PassMIT4 mo ago
16
16.Systemc ToolsOfficial

A skill your agent uses when writing, editing, reviewing, or debugging synthesizable SystemC code for Intel SystemC Compiler (ICSC) and SingleSource library.

intel/systemc-compiler320—~4.4kAutomated safety check: PassUnknown12 days ago
17

Query and manage Google NotebookLM notebooks with persistent profile auth, source sync, batch/multi queries, and structured exports.

sanjay3290/ai-skills431—~655Automated safety check: PassApache-2.027 days ago
18

How to work in a Codebase Wiki project (the codebase-wiki starter pack): an agent-authored, source-grounded wiki of the surrounding codebase.

inkeep/open-knowledge4.4k—~1.8kAutomated safety check: PassGPL-3.0today
19

Query, manage, and automate Google NotebookLM from your AI agent.

robonuggets/notebooklm-skill139—~2.5kAutomated safety check: PassNo licence6 mo ago
20

Edit prose into a clear, specific, source-grounded version that preserves the author's meaning and voice.

udaysharmadev/Not-Ai131—~4.7kAutomated safety check: PassMIT3 days ago
21

Query Google NotebookLM notebooks for source-grounded, citation-backed answers from user-uploaded documents.

AgriciDaniel/claude-blog2.3k1 repo~2.5kAutomated safety check: WarnMITtoday
22

Literature survey assistant with four modes: /survey intent (capture student goals, expertise, and success criteria), /survey triage (landscape mapping via NotebookLM), /survey deepen (structured…

SNL-UCSB/literature-survey-skill106—~5kAutomated safety check: PassMIT6 mo ago
23

Delegate a source-grounded design or code review to a fresh pi CLI process using sol or luna, then address verified findings until no blockers remain.

natsukium/dotfiles106—~972Automated safety check: PassCC0-1.0today
24

WeChat article to NotebookLM sync tool. An agent skill from zstmfhy/wechat-to-notebooklm.

zstmfhy/wechat-to-notebooklm103—~1.8kAutomated safety check: PassMIT8 mo ago
25

Drive a single GitHub issue through a full confirm → reproduce → diagnose → fix → verify → report lifecycle, posting progress back to the issue and escalating if it can't be fixed.

crazynomad/notebooklm-jetpack133—~1.8kAutomated safety check: PassNo licence3 mo ago
26

Convert a completed data-analysis conversation into evidence-backed, reproducible living research through the Krisk MCP server.

napjon/krisk118—~702Automated safety check: PassBSD-3-Clause6 days ago
27

Expert guide for the NotebookLM CLI (nlm) and MCP server - interfaces for Google NotebookLM.

iusztinpaul/ai-research-os-workshop1791 repo~6.9kAutomated safety check: PassMIT3 mo ago
28

Monitor approved eBPF, Linux, observability, and AI-infrastructure communities through watchlist-opted-in read-only Slack archives plus ordinary visible browser UI, turn the strongest daily…

eunomia-bpf/eunomia.dev236—~2.5kAutomated safety check: PassMITtoday
29

Investigate kDrive crashes, Sentry issues, and application logs to produce source-grounded root cause analyses.

Infomaniak/desktop-kDrive120—~4.1kAutomated safety check: PassGPL-3.0today
30

Guides use of the nlm command-line tool to automate Google NotebookLM: notebooks, sources, research, one-shot questions and generated podcasts, reports, quizzes and slides.

jacob-bd/notebooklm-cli255—~3.4kAutomated safety check: WarnMIT4 mo ago
31

A skill your agent uses whenever the user wants answers, summaries, comparisons, decisions, quotations, persona simulations, articles, scripts, or claim checks that must stay grounded in…

tjxj/z-skills546—~1.7kAutomated safety check: PassNo licence16 days ago
32

Produce a deep, multi-source, cited research brief on a topic from live web data using Bright Data's Discover API (intent-ranked web search + parsed page content).

brightdata/skills264—~1.8kAutomated safety check: PassMITtoday
33

Build, extend, AND query a persistent LLM-maintained wiki for any research topic.

iusztinpaul/ai-research-os-workshop179—~17kAutomated safety check: PassMIT3 mo ago
34

Research, write, validate, and publish source-grounded Eunomia Daily Reports for technical readers.

eunomia-bpf/eunomia.dev236—~3kAutomated safety check: PassMITtoday
35

Build full-paper Chinese-English side-by-side, figure/table-aware, source-grounded Markdown readers for journal or conference papers from PDF, DOI, arXiv, publisher HTML, or pasted text.

jing1312/nature-figure-skill167—~2.8kAutomated safety check: PassMIT29 days ago
36

Explicit workflow for one bounded implementation using source-grounded discovery, a walking slice, evidence-gated review, validation, and commit.

raine/consult-llm139—~2.9kAutomated safety check: NotesMITyesterday
37

Produce an in-depth, source-grounded research report. An agent skill from nateberkopec/dotfiles.

nateberkopec/dotfiles146—~738Automated safety check: PassNo licencetoday
38

A skill your agent uses when creating, editing, or polishing pi-runbook content: README/index pages, docs, journal notes, experiments, bilingual documentation, source-reading summaries…

Pr1p/pi-runbook143—~796Automated safety check: PassNo licence1 mo ago
39

Build, continue, inspect, or visualize a source-grounded mathematical roadmap and theorem DAG in an existing Autoform Markdown blueprint.

facebookresearch/autoform-bot117—~1.8kAutomated safety check: PassMITtoday
40

Data framework for building LLM applications with RAG. An agent skill from Orchestra-Research/AI-Research-SKILLs.

Orchestra-Research/AI-Research-SKILLs13k2 repos~3.7kAutomated safety check: PassMIT3 mo ago
41

Translates visual identity and design documents into standardized YAML for NotebookLM slide generation.

YamilAyma/notebooklm-prompt-styles104—~744Automated safety check: PassNo licence5 mo ago
42

How to work in a Knowledge Base project (the knowledge-base starter pack).

inkeep/open-knowledge4.4k—~2.1kAutomated safety check: PassGPL-3.0today
43

Trust Wallet open-source libraries — Wallet Core (HD wallets, address derivation, tx signing in Swift/Kotlin/TypeScript/Go for 140+ chains), Web3 Provider (dApp connection for…

trustwallet/tw-agent-skills104—~364Automated safety check: PassMIT3 mo ago
44

A skill your agent uses when: NotebookLM, notebooklm MCP, large documentation sets, courses, books, papers, or citation-backed research are mentioned.

AnastasiyaW/codex-claude-code-config154—~2.4kAutomated safety check: WarnMITtoday
45

Run a cumulative daily or retrospective sweep of research papers on a chosen topic, audit their claims, methods, integrity signals, and independent support, then identify overlooked but feasible…

tamdogood/builder-essential-skills219—~3.1kAutomated safety check: PassMIT1 mo ago
46

Generate a source-grounded Context Room overview from Room facts and applied user corrections.

NxcoreAI/EverRoom3k—~375Automated safety check: PassUnknowntoday
47

Claude Code 連接 NotebookLM MCP。說「連接 NotebookLM」時載入. An agent skill from mathruffian-dot/claude-code-lazy-packs.

mathruffian-dot/claude-code-lazy-packs254—~172Automated safety check: PassMIT1 mo ago
48

Self-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis.

majiayu000/claude-skill-registry6664 repos~2.4kAutomated safety check: PassMITtoday

Questions, answered from the data.

What is the best source-grounded notebooks skill?

NotebookLM Research Assistant from PleasePrompto/notebooklm-skill ranks first of the 85 source-grounded notebooks skills listed here, with the highest score: its repository has 7.8k GitHub stars, 14 other GitHub owners carry a copy, its SKILL.md loads about 2.4k tokens and it has informational notes only in the automated safety check. Next come NotebookLM Automation and Zlibrary To Notebooklm.

Which source-grounded notebooks skills are official?

2 of the 85 source-grounded notebooks skills are official, published by the vendor's own GitHub organization: Systemc Tools and Databricks Agent Bricks.

How are these skills ranked?

By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.