gemini-writer

Rewrites manuscripts using Gemini's 1M token window and generateContent API.

24|6|Updated Nov 15, 2025
One-click install
npx skills add https://github.com/cdeistopened/skill-stack --skill gemini-writer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: gemini-writer
Source: https://github.com/cdeistopened/skill-stack/tree/main/public/skills/gemini-writer
Command: npx skills add https://github.com/cdeistopened/skill-stack --skill gemini-writer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires httpx, and includes scripts (resource) components.

What problem does it solve?

This Skill addresses the limitations of standard context windows by enabling AI to process and act upon extremely large amounts of text, such as entire book manuscripts, for complex writing and editing tasks.

Core Features & Use Cases

  • Massive Context Processing: Leverages Gemini's 1M token window to handle entire manuscripts.
  • Advanced Rewrites: Ideal for book rewrites, structural refactoring, and voice-consistent edits across large documents.
  • Batch Processing: Efficiently processes multiple chapters while maintaining full manuscript context.
  • Use Case: Rewrite an entire 300-page book manuscript to match a specific author's voice, ensuring consistency across all chapters by providing the full manuscript and voice guide to the AI in one go.

Quick Start

Use the gemini-writer skill to rewrite chapter 5 of the manuscript using the provided prompt and voice guide.

Frequently Asked Questions about gemini-writer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I rewrite a large book manuscript using AI without losing context?

Large manuscript rewrites require a model with a massive context window. This Skill delegates text to Gemini's 1M token window, allowing it to process entire 300-page manuscripts and apply structural refactoring while maintaining consistency across all chapters.

Can I process multiple book chapters for editing while keeping the full manuscript context?

Batch processing for manuscript editing is supported. The Skill uses batch processing modes to rewrite individual chapters while retaining the full manuscript context within Gemini's 1M token window, ensuring voice consistency across the entire document.

What do I need to provide for AI structural refactoring of a manuscript?

Structural refactoring requires detailed prompt files and context directories. You provide the manuscript text and a voice guide, which the Skill passes to Gemini's generateContent API to execute comprehensive document transformation.

Does standard AI context window size limit large document editing?

Standard context windows limit large document editing by truncating text. This Skill overcomes the limitation by utilizing Gemini's 1M token window, enabling comprehensive AI processing of massive writing tasks in a single pass.

When should I use batch processing for manuscript rewrites instead of single-pass?

Batch processing is ideal for efficiently processing multiple chapters of a large manuscript while keeping the full text context. Single-pass mode handles the entire document at once, while batch mode targets specific chapters like chapter 5 using a provided prompt and voice guide.