voice-profiler

Build a structured Markdown voice profile from user writing samples.

Updated Aug 23, 2026

Search Tags:#writing #style #analysis #humanize #voice-profile #voice-profiling

Ready to run

npx skills add https://github.com/Chief-Mischief-Maker/humanize-kit --skill voice-profiler

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: voice-profiler
Source: https://github.com/Chief-Mischief-Maker/humanize-kit/tree/main/skills/voice-profiler
Command: npx skills add https://github.com/Chief-Mischief-Maker/humanize-kit --skill voice-profiler

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Converts a user's real writing into a structured, portable voice profile so AI-generated text can be rewritten to match the user's authentic rhythm, vocabulary, and grammar traits rather than a generic "human" tone.

Core Features & Use Cases

Interactive Interviewing: Guides a conversational interview to collect 3-5 real writing samples and targeted clarifying questions when gaps are detected.
Analytical Fingerprinting: Extracts sentence rhythm, opening/closing patterns, vocabulary fingerprints, grammar personality, emotional range, persuasion style, and register shifts from samples.
Profile Management: Generates or updates a Markdown voice profile saved to ~/.claude/voice-profile.md and offers platform-specific overrides for LinkedIn, Email, and Instagram.

Quick Start

Run the voice-profiler, paste 3-5 real writing samples, and accept the generated profile to save it to ~/.claude/voice-profile.md.

Frequently Asked Questions about voice-profiler

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

FAQPage Schema

How do I build a writing voice profile from my own text samples?▼

To build a writing voice profile, paste 3-5 real writing samples into an interactive interview process that extracts your sentence rhythm, vocabulary fingerprint, and grammar personality to generate a structured Markdown file.

Can I humanize AI-generated content to match my specific writing style?▼

You can humanize AI-generated content by applying a structured voice profile that captures your authentic rhythm, vocabulary, and grammar traits, enabling downstream rewriting workflows to match your specific writing style instead of a generic tone.

Does voice profiling support different platforms like LinkedIn, email, and Instagram?▼

Voice profiling supports platform-specific overrides for LinkedIn, email, and Instagram scenarios, allowing the generated Markdown profile to adapt your captured writing patterns for different communication contexts.

What is the best way to analyze sentence rhythm and vocabulary patterns in my writing?▼

The best way to analyze sentence rhythm and vocabulary patterns is through analytical fingerprinting, which extracts opening and closing patterns, emotional range, and persuasion style from 3-5 real writing samples during an interactive interview.

Can I update an existing voice profile by merging new writing samples?▼

You can update an existing voice profile by merging new writing samples with the current profile stored at ~/.claude/voice-profile.md, preserving previously observed patterns while incorporating newly detected grammar and rhythm traits.

Do I need multiple writing samples to create an accurate voice profile?▼

You need 3-5 real writing samples to create an accurate voice profile, as this volume allows the interactive interview to detect gaps, validate patterns, and extract a reliable fingerprint of your writing style.