remove-ai-style

zc277584121/marketing-skills · updated Apr 8, 2026

$npx skills add https://github.com/zc277584121/marketing-skills --skill remove-ai-style
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summary

Review and adjust the writing style of an article to reduce obvious AI-generated patterns, making the text read more naturally and human-like.

skill.md

Remove AI Style

Review and adjust the writing style of an article to reduce obvious AI-generated patterns, making the text read more naturally and human-like.

When to Use

Use this skill when the user asks to:

  • Remove AI style from an article
  • Make AI-generated text sound more natural
  • Polish writing to reduce robotic or formulaic patterns

Intensity Levels

The user can specify how aggressively to remove AI patterns. If they don't specify, default to "heavy".

Level Description
Moderate (中等) Only fix the most obvious AI patterns. Preserve most of the original structure and phrasing. Light touch.
Heavy (尽力去除) Actively rewrite AI-ish sentences, restructure overly formulaic paragraphs, and replace robotic transitions. This is the default.
Full (完全彻底) Treat the entire text as a draft and rewrite it from scratch in a natural human voice, while preserving the original meaning and key information. The output should read as if a human wrote it from the start.

Instructions

  1. Determine the language of the article (Chinese or English).
  2. Determine the intensity level — check if the user specified moderate / heavy / full. Default to heavy.
  3. Load the corresponding reference document:
    • Chinese articles: references/chinese.md
    • English articles: references/english.md
  4. Run the quick-scan scripts provided in the reference document (if any) to locate symbol-level issues first. This gives you a fast overview of problem spots without reading line by line.
  5. Review the article against the style guidelines in the reference document. The script results are just a starting point — you still need to read through the full text for patterns that scripts can't detect (e.g., overuse of metaphors, formulaic structure, robotic transitions).
  6. Apply fixes according to the intensity level:
    • Moderate: only fix what the scripts flagged + the most glaring patterns.
    • Heavy: fix everything the guidelines call out, rewrite awkward sentences.
    • Full: rewrite the text from scratch preserving meaning.
  7. Preserve the original meaning and tone — even at "full" intensity, the core message should remain intact.

Discussion

Product Hunt–style comments (not star reviews)
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general reviews

Ratings

4.763 reviews
  • Evelyn Reddy· Dec 28, 2024

    remove-ai-style reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Aditi Ghosh· Dec 24, 2024

    Useful defaults in remove-ai-style — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Shikha Mishra· Dec 12, 2024

    Registry listing for remove-ai-style matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Nia Dixit· Dec 8, 2024

    We added remove-ai-style from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Hiroshi Menon· Dec 4, 2024

    I recommend remove-ai-style for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Sakura Ghosh· Nov 27, 2024

    Keeps context tight: remove-ai-style is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Sakura Gill· Nov 23, 2024

    Useful defaults in remove-ai-style — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Yash Thakker· Nov 19, 2024

    Useful defaults in remove-ai-style — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Luis Anderson· Nov 19, 2024

    remove-ai-style is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Michael Ramirez· Nov 15, 2024

    I recommend remove-ai-style for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

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