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Universal Book Engineer: AI Publisher & Ghostwriter

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Universal Book Engineer: AI Publisher & Ghostwriter

Universal Book Engineer: AI Publisher & Ghostwriter

Turn ChatGPT/Gemini conversations (or other text), into industry-standard PDFs & EPUBs. Features "Fractal Expansion" to write full books from ideas. Specialized layout engines for Novels, Islamic/Scriptural texts, Children's books, and Technical Manuals. Includes DALL-E 3 art integration.

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Visita AI & Automation

Visita AI & Automation

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๐Ÿ“š Universal Book Engineer: Chat-to-Book Studio

Turn ChatGPT/Gemini shared links, Google Docs, and messy text into professional, genre-specific books. Features "Architectural Formatting" to generate Novels, Manuals, and Archives.


๐Ÿš€ What is this Actor?

The Universal Book Engineer is a sophisticated publishing engine designed to bridge the gap between ephemeral digital text (AI chats, streams, blogs) and enduring physical media (PDF Books).

It is the first Apify Actor capable of scraping dynamic AI conversation links (ChatGPT, Gemini, Claude) and transforming them into production-ready books with correct typography, margins, and structure.

โœจ New Features

  • ๐Ÿ”— Universal Ingestion: Paste chatgpt.com/share/... or g.co/gemini/share/... links directly. The Actor uses a Headless Browser to render and extract the conversation.
  • ๐Ÿ—๏ธ 5 Genre Architectures: It doesn't just format text; it applies specific "Physics" (margins, fonts, layouts) based on the genre (e.g., Warning boxes for Manuals, Chat bubbles for Archives).
  • ๐Ÿ“š Multi-Source Merging: Combine 10 different chat links into a single Anthology or interleave them chronologically.
  • ๐ŸŒ RTL Support: Full support for Arabic, Hebrew, and Urdu layouts (Right-to-Left).

๐Ÿ›๏ธ The 5 Genre Architectures

When you run the Actor, you select a Target Genre. The engine applies specific CSS Paged Media standards for that industry:

Genre ModeTransformation LogicPhysical SpecsSpecial Features
๐Ÿ“˜ NovelNarrative Adaptation: Rewrites chat logs into past-tense prose. Removes timestamps.6" x 9"
Garamond (Serif)
Indented paragraphs, Drop Caps, Dynamic Headers.
๐Ÿ’พ DocumentaryDirect Translation: Preserves the chat format exactly for archiving history.6" x 9"
System Sans
Visual Chat Bubbles, Sender Colors (Blue/Gray), Timestamp Metadata.
๐ŸŽ“ PhilosophyAcademic Rigor: Structures arguments into logical numbered sections (ยง1, ยง2).5.5" x 8.5"
Caslon/Bembo
Footnotes (Auto-converted from links), Asymmetrical Margins for notes.
๐Ÿ› ๏ธ ManualTechnical Safety: Preserves steps. Scans for hazards.8.5" x 11"
Inter/Helvetica
ANSI Z535 Safety Boxes (Danger/Warning/Caution colors), 2-Column Grid.
๐Ÿงธ Children'sVisual Rhythm: Condenses text to <50 words/page.8.5" x 8.5"
Century Gothic
Full Bleed layouts, Large typography for early readers.

โš™๏ธ How to Use

1. Source Material ๐Ÿ”—

You can provide a single link or a List of Links:

  • AI Shares: https://chatgpt.com/share/xxxx or https://g.co/gemini/share/xxxx.
  • Google Docs: https://docs.google.com/document/d/xxxx (Must be set to "Anyone with link").
  • Raw Text: Paste text directly.

2. Merging Strategy ๐Ÿ”€

If you provide multiple links, how should they be combined?

  • Anthology Mode: Treats each link as a separate Chapter. Great for collecting short stories or distinct conversations.
  • Chronological Mode: Parses timestamps inside the content (if available) and interleaves all messages into a single master timeline.

3. Transformation Mode ๐Ÿง 

  • Adapt (Ghostwrite): Uses GPT-5 to rewrite the content. (e.g., Turns "User: I went to the store" into "He walked to the store under the pale moonlight.")
  • Translate (Archive): Preserves the text exactly as is, only applying layout formatting. (Best for "Documentary" mode).

๐ŸŽจ Professional Output

The Actor generates three files in the Key-Value Store:

  1. PDF (Print-Ready): High-resolution, CMYK-compatible, properly paginated with widows/orphans control.
  2. EPUB: Reflowable ebook for Kindle/Apple Books.
  3. Markdown: The clean source code for future editing.

๐Ÿ’ฐ Cost & Performance

Run Time: Processing shared chat links requires booting a Headless Browser (Playwright). Expect 30-60 seconds per link for extraction.

OpenAI API Costs:

  • Formatting Only (Documentary): Very cheap (GPT-5 Mini).
  • Ghostwriting (Novel/Philosophy): Higher cost (GPT-5) as the AI must rewrite every sentence.
  • Images: DALL-E 3 images cost $0.04/image.

Use the "Dry Run" feature to estimate costs before running a large job.


๐Ÿ›ก๏ธ Privacy Note

This Actor renders shared links using a headless browser. It does not access your private account; it only scrapes what is publicly visible via the "Shared Link" URL.