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avoid-ai-writing

Review and rewrite prose that feels repetitive, vague, or formulaic while preserving its meaning, evidence, and voice. Get quoted examples of problems, a revised draft, an explanation of edits, and a second review.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

원문원문 설명 보기

Audit and rewrite prose for repetitive, vague, or formulaic wording while preserving meaning, evidence, and the writer's voice.

설치 방법 보기

이럴 때 유용합니다

  • Polishing an AI-assisted blog draft
  • Reviewing documentation for vague wording
  • Editing repetitive marketing copy
  • Auditing internal messages without rewriting

포함된 파일(1)

  • SKILL.md3.1 KB

SKILL.md(원문)

설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.

Avoid AI Writing — Audit & Rewrite

Detects and fixes AI writing patterns ("AI-isms") that make text sound machine-generated. Covers 21 pattern categories with examples of plainer alternatives. The full upstream pattern catalog is not bundled in this AAS entrypoint; do not claim a complete 43-entry table is present.

When to Use This Skill

  • When asked to "remove AI-isms," "clean up AI writing," or "make this sound less like AI"
  • After drafting content with AI and before publishing
  • When editing any text that sounds like it was generated rather than written
  • When auditing documentation, blog posts, marketing copy, or internal communications for AI tells

What It Detects

21 pattern categories: formatting issues (em dashes, bold overuse, emoji headers, bullet-heavy sections), sentence structure problems (hedging, hollow intensifiers, rule of three), word/phrase replacements (43 entries like leverage→use, utilize→use, robust→reliable), template phrases, transition phrases, structural issues, significance inflation, copula avoidance, synonym cycling, vague attributions, filler phrases, generic conclusions, chatbot artifacts, notability name-dropping, superficial -ing analyses, promotional language, formulaic challenges, false ranges, inline-header lists, title case headings, and cutoff disclaimers.

Example

Prompt:

Audit this for AI writing patterns:

"In today's rapidly evolving AI landscape, developers are embarking on a pivotal journey to leverage cutting-edge tools that streamline their workflows. Moreover, these robust solutions serve as a testament to the industry's commitment to fostering seamless experiences."

Output: The skill returns four sections:

  1. Issues found — every AI-ism quoted (landscape, embarking, pivotal, leverage, cutting-edge, streamline, robust, serves as, testament to, fostering, seamless, Moreover, In today's rapidly evolving...)
  2. Rewritten version — "Developers are starting to use newer AI tools to simplify their work. These tools are reliable, and they're making development less painful."
  3. What changed — summary of edits
  4. Second-pass audit — re-reads the rewrite to catch any surviving tells

Limitations

  • These are editorial heuristics, not proof of AI authorship. Preserve factual claims, uncertainty, attributed quotations, code, identifiers, and the requested scope.

  • For audit-only requests, report findings without rewriting. Avoid replacing a precise technical term merely because it appears on a word list.

  • Does not detect AI-generated code, only prose

  • Pattern matching is guideline-based, not absolute — some flagged words are fine in context

  • The replacement table suggests alternatives but the best choice depends on context

  • Cannot verify factual claims or find real citations to replace vague attributions

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