automated-notebooklm: Instructions file for Claude Code

CLAUDE.md

automated-notebooklm CLAUDE.md is an instructions file for Claude Code from omril321/automated-notebooklm. It costs 2,368 tokens per session, scanned C, original, Apache-2.0.

Repository instructions for an automation pipeline that turns web URLs into NotebookLM podcast audio, downloads MP3 files, and can upload episodes to RedCircle. It also uses Monday.com to choose candidates and process their metadata.

In plain words
What is it for?
Use them when modifying the TypeScript pipeline, NotebookLM generation, MP3 downloads, RedCircle uploads, Monday.com integration, metadata extraction, or candidate scoring.
Why use it?
They explain how the services fit together, so agents can change one stage without breaking candidate selection, podcast creation, audio handling, or publishing.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: mentions Claude Code.

This is omril321/automated-notebooklm's own configuration. It tells Claude Code how to work on automated-notebooklm itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything automated-notebooklm configures →

Reuse

Borrowing it

Nothing to install: this file belongs to omril321/automated-notebooklm. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/omril321/automated-notebooklm/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/omril321/automated-notebooklm

Made for: Claude Code.

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README.md
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Per session 2,368 This file is loaded in full into every session.
When invoked 2,368 The same file — it is already loaded in full.
Security scan C 2 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.02368 $0.02368
Opus 5 $0.01184 $0.01184
Sonnet 5 $0.00474 $0.00474
Haiku 4.5 $0.00237 $0.00237

Measured 8d ago against content hash ac035911a643, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade C, and why

automated-notebooklm CLAUDE.md scanned grade C with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Downloads and executes remote codehighSupply chain

curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.

- **Command not found**: Ensure `uv` is installed (`brew install uv` or `curl -LsSf https://astral.sh/uv/install.sh | sh`)

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

- **Command not found**: Ensure `uv` is installed (`brew install uv` or `curl -LsSf https://astral.sh/uv/install.sh | sh`)
CLAUDE.md · 300 lines

How it starts

The opening of the file, as written. The whole thing — 300 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Automated NotebookLM - Claude Code Context

This project automates Google NotebookLM to generate podcast audio from URLs, converts audio to MP3, and optionally uploads episodes to RedCircle. It includes Monday.com integration for candidate selection and metadata processing.

Project Overview

Automated NotebookLM is a TypeScript automation pipeline that:

  • Generates NotebookLM studio podcasts from URLs using notebooklm-py CLI
  • Downloads MP3 audio directly from NotebookLM
  • Uploads MP3 episodes to RedCircle (optional)
  • Integrates with Monday.com boards for candidate management with intelligent scoring
  • Supports both new podcast generation and resuming from existing NotebookLM URLs

Architecture

Monday.com Board → Candidate Selection → NotebookLM Generation → Audio Download → RedCircle Upload
       ↓                    ↓                     ↓                    ↓                ↓
  Metadata Extraction → Fitness Scoring → CLI (notebooklm-py)  →   MP3 Direct → Browser Upload

Key Directories

  • src/ - TypeScript source code
  • src/services/ - Content analysis and metadata extraction services
  • src/monday/ - Monday.com API integration layer
  • src/scripts/ - CLI entry points
  • dist/ - Compiled JavaScript output
  • downloads/ - Generated MP3 audio files
  • temp/ - Temporary processing files
  • logs/ - Application logs

Core Services

Audio Pipeline

  • singleRunGeneration.ts - Main podcast generation orchestration
  • services/notebookLMCliService.ts - CLI wrapper for notebooklm-py
  • services/notebookLMAdapter.ts - Adapter interface for NotebookLM operations
  • audioConversionService.ts - MP3 passthrough (CLI provides MP3 directly)
  • redCircleService.ts - Automated podcast upload to RedCircle platform

Monday.com Integration

  • monday/config.ts - Board configuration and column definitions
  • monday/service.ts - Board operations, candidate selection, and updates
  • monday/api-client.ts - Monday.com GraphQL API client
  • monday/api.ts - Board item fetching and filtering logic

Read the full file on GitHub · 300 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 300 lines · 2,368 tokens per session scan C ac035911a643

Subscribe to this mod's changes

automated-notebooklm CLAUDE.md is an instructions file published in the GitHub repository omril321/automated-notebooklm (15 stars, last pushed 7mo ago), licensed Apache-2.0. It adds 2,368 tokens to every session, about $0.0118 per session on Opus 5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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