writer-distiller

Distill an author's writing style into an executable SKILL.md file.

Updated Apr 11, 2026
One-click install
npx skills add https://github.com/alpha-gou/novel-studio-agent --skill writer-distiller
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: writer-distiller
Source: https://github.com/alpha-gou/novel-studio-agent/tree/main/skills/writer-distiller
Command: npx skills add https://github.com/alpha-gou/novel-studio-agent --skill writer-distiller

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Distills an author's writing style from project history chapters into an executable writer skill.

Core Features & Use Cases

  • Stylometry extraction: identify unique authorial patterns beyond obvious tropes.
  • Incremental SKILL generation: produce a writer-skill file that can be merged in batches without exposing raw text.
  • Project alignment: tailors the generated SKILL to the project's tone and vocabulary.

Quick Start

Run the distiller with your workspace and projectPath to generate the initial writer-distiller SKILL.md

Frequently Asked Questions about writer-distiller

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

FAQPage Schema
How do I extract an author's writing style from existing chapters?

Style distillation analyzes stylometric features from a project history chapter corpus to identify unique authorial patterns. It then generates an executable writer skill file tailored to the project's tone and vocabulary.

Can I update my generated writing style incrementally as I write more chapters?

You can incrementally update your generated writing skill because the distiller supports batch-wise extraction for ongoing revisions. This allows you to merge new chapter analysis incrementally into the existing skill file.

How do I generate a writer skill from a multi-chapter project corpus?

To generate a writer skill from a multi-chapter project, run the distiller with your workspace and project path. It reads the chapter corpus, analyzes stylometric features, and outputs an executable skill file.

Does the style distillation process retain or expose my original text?

The style distillation process does not retain or expose your original text. It outputs an executable skill file that can be merged incrementally while strictly avoiding the inclusion of any raw text from your chapters.

When do I need stylometry extraction for my creative writing project?

You need stylometry extraction for a creative writing project when you have multiple chapters and ongoing revisions. It identifies unique authorial patterns and tailors an executable writer skill to your project's specific tone and vocabulary.