natural-text-corrector

Correct English text while preserving author voice and tone.

Updated Aug 15, 2023

Search Tags:#flow #text-correction #homophones #tone-preservation #punctuation #AI-pattern-removal

Ready to run

npx skills add https://github.com/connectwithprakash/dotfiles --skill natural-text-corrector

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: natural-text-corrector
Source: https://github.com/connectwithprakash/dotfiles/tree/main/.claude/skills/natural-text-corrector
Command: npx skills add https://github.com/connectwithprakash/dotfiles --skill natural-text-corrector

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill corrects English text from any source - AI-generated content, speech-to-text transcriptions, or human-written text with errors. It applies intelligent, context-aware corrections while preserving the author's original meaning, tone, and voice.

Core Features & Use Cases

De-AI-ifying patterns: Remove AI-generated over-formatting and stiff phrasing.
Speech-to-Text Corrections: Fix homophones, punctuation, capitalization, and run-on sentences.
Natural Flow Improvements: Improve rhythm and readability while preserving voice.

Quick Start

Paste the text you want corrected, and I will return a natural, voice-preserving revision.

Frequently Asked Questions about natural-text-corrector

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

FAQPage Schema

How do I remove AI-generated patterns and stiff phrasing from text?▼

This Skill identifies and removes common AI-generated over-formatting, repetitive phrasing, and unnatural tone markers from your text. It rewrites stiff passages to sound more human while preserving your intended meaning, making content read like authentic writing rather than machine output.

Can I correct homophones and punctuation errors in speech-to-text transcriptions?▼

Yes. This Skill fixes homophone confusion (to/too/two, their/there/they're), restores missing punctuation, corrects capitalization, and resolves run-on sentences common in speech-to-text output while maintaining the speaker's natural voice and intent.

How do I improve text flow and readability without changing my voice?▼

The Skill applies context-aware corrections to enhance rhythm and readability—fixing em dash usage, redundant phrasing, and sentence structure—while preserving your unique tone, vocabulary, jargon, and authorial style across AI-generated, transcribed, or human-written drafts.

What types of text sources can this correct?▼

This Skill corrects English text from any source: AI-generated content, speech-to-text transcriptions, and human-written drafts. It handles mixed error types—grammar, punctuation, homophones, capitalization, and tone—in a single pass without requiring source-specific configuration.

Does it preserve technical terms and specialized vocabulary?▼

Yes. The Skill recognizes and preserves domain-specific jargon, technical terms, and specialized vocabulary during correction, ensuring corrections don't flatten professional or subject-matter expertise embedded in your original text.