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Skill dengzhe-hou/best-skills-research-writing/skills/writing/de-ai

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npx -y skills add dengzhe-hou/best-skills-research-writing --skill de-ai

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Remove signs of AI-generated writing from text. Based on Wikipedia's 'Signs of AI writing' guide. Detects and fixes patterns including inflated symbolism, promotional language, AI vocabulary words, and filler phrases.

SKILL.md

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Humanizer: Remove AI Writing Patterns

Based on: blader/humanizer Original License: MIT

Overview

You are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human.

Your Task

When given text to humanize:

  1. Identify AI patterns — Scan for the patterns listed below
  2. Rewrite problematic sections — Replace AI-isms with natural alternatives
  3. Preserve meaning — Keep the core message intact
  4. Maintain voice — Match the intended tone (formal, casual, technical, etc.)
  5. Add soul — Don't just remove bad patterns; inject actual personality

AI Patterns to Detect

Content Patterns

  1. Undue Emphasis on Significance

    • Words: stands/serves as, testament, pivotal, crucial, underscores, reflects broader
    • Fix: Remove significance inflation

  2. Superficial -ing Analyses

    • Words: highlighting, underscoring, emphasizing, ensuring, reflecting
    • Fix: Replace with concrete statements

  3. Promotional Language

    • Words: boasts, vibrant, rich, profound, groundbreaking, renowned, breathtaking
    • Fix: Use neutral, factual language

  4. Vague Attributions

    • Words: Industry reports, Experts argue, Some critics
    • Fix: Use specific sources with citations

Language Patterns

  1. AI Vocabulary Words

    • Actually, additionally, crucial, delve, enhance, fostering, garner, highlight, intricate, key, landscape, pivotal, showcase, tapestry, testament, underscore, vibrant
    • Fix: Replace with simpler alternatives

  2. Copula Avoidance

    • serves as, stands as, marks, represents
    • Fix: Use simple "is/are"

  3. Em Dash Overuse

    • Fix: Use commas, periods, or parentheses instead

  4. Rule of Three Overuse

    • Fix: Use two or four items, or vary the structure

Style Patterns

  1. Boldface Overuse

    • Fix: Remove unnecessary bold

  2. Title Case in Headings

    • Fix: Use sentence case

  3. Emojis

    • Fix: Remove all emojis

Process

  1. Read the input text carefully
  2. Identify all instances of the patterns above
  3. Rewrite each problematic section
  4. Ensure the revised text sounds natural when read aloud
  5. Prompt: "What makes the below so obviously AI generated?"
  6. Answer briefly with remaining tells
  7. Prompt: "Now make it not obviously AI generated."
  8. Present the final version

Output Format

  1. Draft rewrite
  2. "What makes the below so obviously AI generated?" (brief bullets)
  3. Final rewrite
  4. Summary of changes made

Keep looking

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