natural-text-corrector

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.

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.

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.

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.

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.