feat: add avoid-ai-writing for AI writing pattern detection and rewriting (#212)
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skills/avoid-ai-writing/SKILL.md
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skills/avoid-ai-writing/SKILL.md
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name: avoid-ai-writing
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description: "Audit and rewrite content to remove 21 categories of AI writing patterns with a 43-entry replacement table"
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risk: none
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source: https://github.com/conorbronsdon/avoid-ai-writing
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date_added: "2026-03-06"
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---
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# Avoid AI Writing — Audit & Rewrite
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Detects and fixes AI writing patterns ("AI-isms") that make text sound machine-generated. Covers 21 pattern categories with a 43-entry word/phrase replacement table that maps each flagged term to a specific, plainer alternative.
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## When to Use This Skill
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- When asked to "remove AI-isms," "clean up AI writing," or "make this sound less like AI"
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- After drafting content with AI and before publishing
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- When editing any text that sounds like it was generated rather than written
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- When auditing documentation, blog posts, marketing copy, or internal communications for AI tells
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## What It Detects
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**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.
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## Example
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**Prompt:**
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```
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Audit this for AI writing patterns:
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"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."
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```
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**Output:** The skill returns four sections:
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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...)
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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."
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3. **What changed** — summary of edits
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4. **Second-pass audit** — re-reads the rewrite to catch any surviving tells
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## Limitations
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- Does not detect AI-generated code, only prose
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- Pattern matching is guideline-based, not absolute — some flagged words are fine in context
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- The replacement table suggests alternatives but the best choice depends on context
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- Cannot verify factual claims or find real citations to replace vague attributions
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