voice-extractor

Extract and document a writer's voice from text samples into a Voice Guide.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/elysiaerica/ai_context_vault --skill voice-extractor-elysiaerica
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: voice-extractor
Source: https://github.com/elysiaerica/ai_context_vault/tree/main/.codex/AGENT%20SKILLS/ai-marketing-claude-code-skills-main/ai-marketing-claude-code-skills-main/voice-extractor
Command: npx skills add https://github.com/elysiaerica/ai_context_vault --skill voice-extractor-elysiaerica

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps users capture and document their authentic writing voice from samples, making it useful for AI training, ghostwriting, brand voice documentation, and onboarding writers.

Core Features & Use Cases

  • Voice Extraction: Analyze writing samples to extract the unique communication style and voice.
  • Voice Guide Creation: Generate a Voice Guide that includes core energy, recurring themes, signature phrases, and anti-patterns.
  • Quick Mode & Full Mode: Offers a quick version for limited samples and a full version for comprehensive analysis.
  • Validation Test: Ensures the extracted voice matches the user's expectations before finalizing the guide.

Quick Start

Use the voice-extractor skill to create a voice guide from your writing samples.

Frequently Asked Questions about voice-extractor

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

FAQPage Schema
How do I extract my writing voice from existing text samples for ghostwriting?

Voice extraction requires submitting at least 3 writing samples or 500 total words to analyze your communication patterns, energy, and style. This process generates a Voice Guide documenting your unique writing voice for AI training or ghostwriting applications.

What is a brand voice guide and how does it document my writing style?

A brand voice guide captures your core energy, recurring themes, signature phrases, and anti-patterns extracted from writing samples. It serves as a structured reference document to maintain consistent communication across ghostwriting and AI training contexts.

Can I analyze writing samples for AI training with limited text?

Yes, you can analyze limited writing samples for AI training using Quick Mode. While full mode offers comprehensive analysis, Quick Mode is designed to extract and document your unique writing voice from minimal sample texts for AI training.

Does the voice extraction process validate if the captured style matches my expectations?

Yes, the voice extraction process includes a validation test to ensure the extracted voice matches your expectations. This verification step occurs before finalizing the Voice Guide, confirming the captured communication patterns accurately represent your authentic writing style.

What is the minimum word count required for writing voice analysis?

The minimum requirement for writing voice analysis is 500 total words or at least 3 separate text samples. This threshold ensures the natural language processing has sufficient data to accurately identify your communication patterns and signature style.