What platforms support the voice-analyze skill?

This skill is designed to work with Claude Code, Hermes, and OpenClaw environments.

Does it identify specific words I should avoid?

Yes, the methodology detects 'avoid patterns' by analyzing the conspicuous absence of common phrases and the consistent use of specific alternatives.

What is the minimum amount of text required for an accurate analysis?

While the skill can process shorter snippets, a minimum of 500 words across three or more samples is recommended for the most reliable voice profile.

Can I use the generated voice profiles with other tools?

Yes, the profiles are exported in a standardized YAML format that can be used by the voice-apply skill or other AI prompting frameworks.

How does the skill handle different genres of writing?

Voice Analyze detects structural patterns like list usage and sentence variety; however, mixing genres (e.g., poetry and technical manuals) may reduce the analysis confidence score.

Voice Analyze

Name: Voice Analyze
Author: jmagly

byjmagly

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102

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Gestión de Contenido

Reverse-engineers writing styles from text samples to create reusable AI voice profiles for consistent content generation.

Voice Analyze is a specialized cognitive skill that extracts the linguistic 'fingerprint' from any writing sample, including technical documentation, brand copy, or personal blog posts. By performing a deep statistical analysis of sentence structure, vocabulary complexity, and tone markers, it generates structured YAML profiles that map specific dimensions like formality and warmth. This allows developers and content creators to programmatically mirror existing writing styles, ensuring high-fidelity brand consistency and human-like output across all AI-generated communications.

Características Principales

01102 GitHub stars

02Portable YAML profile generation compatible with downstream voice-application tools.

03Automated extraction of signature phrases, domain-specific jargon, and preferred vocabulary.

04Support for multi-sample analysis to increase profile accuracy and confidence scores.

05Statistical measurement of sentence length, contraction frequency, and perspective usage.

06Multi-dimensional tone calibration across formality, confidence, warmth, energy, and complexity scales.

Casos de Uso

01Reverse-engineering a brand's marketing voice from existing web copy for automated content updates.

02Standardizing technical documentation style across a distributed engineering team.

03Capturing a specific executive or author's writing quirks to draft consistent personal communications.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jmagly/aiwg voice-analyze

For use in Claude.ai and ChatGPT

Download Skill