De-Slop

Strip AI writing patterns from text to restore natural, human-sounding prose.

Based on Wikipedia: Signs of AI writing and WikiProject AI Cleanup.

When to Use

• Editing any prose that sounds like chatbot output
• Reviewing drafts generated with AI assistance
• Self-check before publishing AI-assisted writing
• When text feels "off" but the reason is hard to pinpoint

Process

Step 1: Diagnose

Read the full text before changing anything. Load references/word-list.md and references/structural-patterns.md to identify which patterns are present.