Detect AI writing tropes and report concrete rewrite suggestions.
npx skills add https://github.com/shuymn/skills --skill proofread-shuymn
Please help me install this Agent Skill. Skill: proofread Source: https://github.com/shuymn/skills/tree/main/skills/proofread Command: npx skills add https://github.com/shuymn/skills --skill proofread-shuymn
This Skill helps you spot writing that sounds mechanical, generic, or overly AI-generated, then turns those observations into practical rewrite guidance. It is especially useful when prose needs to feel natural and credible in docs, READMEs, blog posts, commit messages, PR descriptions, or other public-facing text.
Paste the text you want reviewed or point the Skill at a file and ask it to check for AI writing tropes and suggest more natural alternatives.
High-intent search queries and answers about installing and using this skill.
AI writing tropes are detected by scanning text for filler phrasing, overused structures, and inflated tone. Context-aware judgment filters out harmless style choices, focusing on mechanical prose patterns and reporting concrete rewrite suggestions with quoted passages and line references.
The best way to make README prose sound naturally human is to scan for AI-generated tropes and apply context-aware judgment based on text length and purpose. This identifies mechanical prose patterns and provides line-aware rewrites with quoted passages to preserve meaning.
Yes, you can check commit messages and PR descriptions for mechanical prose patterns. The scanning process applies context-sensitive judgment to these formats, identifying AI writing tropes and providing concise findings with quoted passages and line-aware rewrites.
Yes, proofreading for AI writing tropes ignores harmless style choices by applying context-aware judgment. It weighs the text's purpose and length to filter acceptable variations, focusing only on detecting filler phrasing, overused structures, and inflated tone that sound mechanical.
You get concrete rewrite suggestions for overly polished blog posts by scanning for AI writing tropes. The process reports specific findings with short quotes, line references when available, and rewrite ideas that preserve meaning while restoring a natural tone.
You should not use an AI writing trope detector when your text contains purely structural data or does not need to read as human-written. The mechanism targets prose like documentation, READMEs, and PR descriptions where natural tone and credibility are required.
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