natural-writing

Remove 24 common AI writing patterns from generated text.

8|2|Updated Oct 29, 2025
One-click install
npx skills add https://github.com/cuipengfei/prompts --skill natural-writing
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: natural-writing
Source: https://github.com/cuipengfei/prompts/tree/main/plugins/natural-writing/skills/natural-writing
Command: npx skills add https://github.com/cuipengfei/prompts --skill natural-writing

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill reduces “AI-writing” patterns so generated text sounds more specific, grounded, and human by removing common filler, hedging, and formulaic structures.

Core Features & Use Cases

  • AI-writing pattern suppression: Prevents overuse of generic significance inflation, name-dropping, promotional phrasing, vague attributions, and formulaic “challenges/future outlook” sections.
  • Language and structure smoothing: Avoids AI-dense vocabulary, complex copula patterns, overused negatives/parallelisms, rule-of-three overload, synonym cycling, and empty “from X to Y” ranges.
  • Formatting and communication cleanup: Limits excessive em dashes and bolding, avoids chatbot artifacts and cut-off disclaimers, removes excessive hedging and overly positive endings, and prefers straight quotes where needed.

Quick Start

Ask your AI to rewrite the provided draft to follow Natural Writing Style and remove the listed AI-writing patterns while keeping the user’s requested formatting.

Frequently Asked Questions about natural-writing

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

FAQPage Schema
How do I make AI generated text sound more natural and human?

To make AI generated text sound more natural, rewrite the draft by suppressing 24 common AI writing patterns, removing generic filler, hedging, and formulaic structures to produce specific, grounded, and human content.

What are common AI writing patterns to remove from generated content?

Common AI writing patterns include generic significance inflation, name-dropping, vague attributions, AI-dense vocabulary, synonym cycling, excessive em dashes, bolding, and chatbot artifacts that require systematic suppression to restore credibility.

How do I get rid of formulaic structures and hedging in AI writing?

Get rid of formulaic structures and hedging in AI writing by applying a strict override rule that systematically suppresses specified wordings, overly positive endings, empty ranges, and rule-of-three overload while smoothing complex copula patterns and overused negatives.

Can I rewrite product summaries to remove chatbot style artifacts?

Yes, you can rewrite product summaries and process write-ups to remove chatbot style artifacts, cut-off disclaimers, and promotional phrasing while preserving your originally requested formatting and improving overall tone naturalness.

Does rewriting natural text require any specific software dependencies?

No, rewriting natural text requires no specific software dependencies or components, relying solely on strict adherence to the override rule and systematic suppression of specified wordings, structures, and formatting habits.

What is the best way to fix overly formal AI drafts for essays?

The best way to fix overly formal AI drafts for essays is to remove AI-dense vocabulary, limit excessive em dashes and bolding, avoid empty from X to Y ranges, and prefer straight quotes to achieve genuine naturalness and credibility.