avoid-ai-writing

Audit and rewrite prose to remove AI writing patterns.

Updated Mar 27, 2026
One-click install
npx skills add https://github.com/CenredJun/openclaw-claudecode-setup-kit --skill avoid-ai-writing-cenredjun
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: avoid-ai-writing
Source: https://github.com/CenredJun/openclaw-claudecode-setup-kit/tree/main/skills/avoid-ai-writing
Command: npx skills add https://github.com/CenredJun/openclaw-claudecode-setup-kit --skill avoid-ai-writing-cenredjun

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Removes machine-generated writing patterns that make prose sound generic or synthetic by detecting 21 pattern categories and applying a 43-entry replacement table to produce clearer, more natural text.

Core Features & Use Cases

  • Pattern detection across 21 AI-writing categories including hedging, hollow intensifiers, template phrases, and formatting telltales.
  • Targeted replacements using a 43-entry word and phrase table (for example: leverage→use, robust→reliable) with context-aware suggestions.
  • Audit + rewrite workflow that returns issues found, a rewritten version, a summary of changes, and a second-pass audit to catch remaining tells.
  • Use cases: cleaning AI drafts before publishing, editing marketing copy, auditing documentation and blog posts for AI-isms.

Quick Start

Audit this text and rewrite it to remove AI writing patterns into a clear, human-sounding version.

Frequently Asked Questions about avoid-ai-writing

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

FAQPage Schema
How do I rewrite AI-generated text to sound more human before publishing?

To remove AI writing patterns, audit your text against 21 pattern categories like hedging and template phrases, apply a 43-entry context-aware replacement table, and generate a rewritten version with a second-pass audit for natural prose.

What are common AI writing patterns that make content sound synthetic?

Common AI writing patterns include hedging, hollow intensifiers, template phrases, and formatting telltales. Detecting these 21 pattern categories flags machine-generated text for context-aware replacement during pre-publication review.

Can I audit blog posts and marketing copy for AI-isms automatically?

Yes, you can audit blog posts and marketing copy for AI-isms automatically. The workflow flags 21 AI-writing pattern categories, applies a 43-entry replacement table, and returns a list of flagged terms alongside a rewritten version and edit summary.

How does a second-pass audit improve content quality when removing AI patterns?

A second-pass audit improves content quality by catching remaining AI tells after the initial rewrite. It contextualizes pattern matching using a 43-entry replacement table to ensure the final text is clear, human-sounding, and free of machine-generated formatting telltales.

What is the best way to edit machine-generated drafts for natural tone?

The best way to edit machine-generated drafts for natural tone is to apply an audit and rewrite workflow that identifies 21 AI pattern categories and uses a 43-entry replacement table with context-aware suggestions to produce an edit summary and human-sounding text.

Are there limitations to automated AI detection and rewriting for documentation?

Automated AI detection and rewriting for documentation relies on contextual pattern matching and a fixed 43-entry replacement table, meaning it may miss novel AI-isms or require manual review when context-aware suggestions cannot fully capture technical nuance.