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humanizer

Skill0 starsChanged 51 days agoNo licenceView on GitHub

Identify and remove 29 specific patterns that flag writing as AI-generated. Adjust structure and tone to make text indistinguishable from human writing. Use this skill when: user says "make this sound more human", user mentions "this reads like AI" or "sounds too robotic", user needs content to pass AI detection tools (Originality.ai, GPTZero, Turnitin), user explicitly requests "humanize this text", user is submitting writing where AI detection is a concern (academic, professional), or content feels formulaic, repetitive, or overly polished. Removes 29 AI patterns across 4 categories: overused phrases (delve, robust, seamless), structural patterns (perfect paragraphs, uniform length), tonal patterns (unwavering enthusiasm, no hedging), and word choice (thesaurus syndrome, adverb overload). Achieves 60+ point reduction in AI detection scores.

188 other projects use a version of this.

Adopted by

Most recently taken up by

Used with

Projects with it also use economy-mode, personal-voice and 10 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • Microsoft AzureSkill

    economy-mode

    Shifts Layer 3 model selection to cost-optimized alternatives when economy mode is active.

    Also in 4 projects that use this

  • petermuirurithuoSkill

    personal-voice

    Captures the user's personality, communication style, and values. Use this skill whenever responding to the user, drafting anything on their behalf (emails, CVs, messages, opinions, explanations), or whenever tone, word choice, or how an opinion is delivered matters. Apply it by default for any prompt, not only when the user explicitly asks for "my style" or "my voice.

    Also in 3 projects that use this

  • Microsoft AzureSkill

    architectural-proposals

    How to write comprehensive architectural proposals that drive alignment before code is written

    Also in 3 projects that use this

  • +9 more from Azure

The file

We split this skill into the rules it gives an agent

4 rules. 0 are common, 4 are distinctive, and 0 are very specific to this project.

  • 0

    Common

    Most of the 175 edited versions we read keep these.

  • 4

    Distinctive

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.

“Common” is measured: kept by at least 6 in 10 of the 175 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

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