humanize-writing
Transform robotic AI drafts into natural, human-sounding prose with native-level flow and tone.
skill install https://www.promptspace.in/skills/humanize-writingWhat it does
This skill removes the "AI smell" from generated text, transforming robotic or overly-structured prose into natural, human-sounding writing. Unlike basic synonym-swapping tools, it re-architects sentence structure, cadence, and flow to match the natural habits of native speakers in English and other languages.
Why use this skill
Standard LLM outputs often suffer from "machine-like symmetry," repetitive framing, and generic transitions that make them easily detectable and tiring to read. This skill uses a sophisticated "Smell Score" system to diagnose issues and rebuild drafts from scratch when necessary, ensuring your content retains its original meaning while gaining a genuine human voice.
Supported content types
- Draft emails and professional correspondence
- Social media captions and blog posts
- Essays and long-form articles
- Translated text requiring localization
- Marketing copy and product descriptions
How it works
The skill scans for abstract nouns, weak verbs, and hedge loops. It then restructures the content, varying sentence length and replacing abstractions with concrete language. It preserves critical data—like facts, links, and code—while localizing idioms, punctuation, and tone to your target audience.
Use cases
- Strip robotic formatting and repetitive phrasing from AI-generated emails.
- Localize translated text with natural idioms and regional punctuation.
- Restructure technical drafts to improve reading cadence and clarity.
- Remove AI-typical hedge words and generic transitions from essays.
Example
Prompt
Output
"Thanks for the update. I've reviewed the specs and they look solid, though we should double-check the API latency. Let's touch base Tuesday to finalize." Changes: Removed filler transitions, varied sentence length, and replaced "It is important to note" with a direct call to action.