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Humanizer

Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.

Open source page

Install command

$ npx clawhub@latest install biostartechnology/humanizer

Core Content (SKILL.md)

When to use

  • Remove signs of AI-generated writing from text.
  • Use when editing or reviewing text to make it sound more natural and human-written.
  • Based on Wikipedia's comprehensive "Signs of AI writing" guide.

CLI tools

  • npx clawhub@latest install biostartechnology/humanizer

How to use

  • Install the skill with the command shown above.
  • Read SKILL.md and identify the trigger conditions.
  • Invoke the skill when the task matches its scope.
  • Fallback to direct execution if the skill is unavailable.

Categories & tips

  • Review SKILL.md headings for scenarios and feature boundaries.
  • Prioritize exact keyword matches before trying alternatives.
  • Use tags and owner context to avoid similar-name confusion.

Error handling

  • If no relevant section is found, ask a clarifying question.
  • If install fails, retry with network and permission checks.
  • If capability is missing, continue with a manual fallback plan.

Humanizer

Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.

Related skills

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