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Nature Polishing
Polish or translate academic prose while preserving facts, terminology, numerical precision and the scope of the evidence.
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Yuan1z0825 and contributors
Editing & Proofreading Skills for Claude Code, Codex & AI Agents
These skills help an agent edit drafts so they read clearly and sound like a person wrote them. Many target AI writing patterns; others handle Korean, Japanese and Chinese editing.
39 skillsExplore Editing & Proofreading skills
24 skillsRoute a Korean editing request through the shared pipeline at the selected level of detail.
6.5KStars717Forks
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Revise formulaic prose while preserving the writer voice, facts, intent and protected material.
5.6KStars478Forks
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Diagnose and revise formulaic Korean prose through the shared humanize-korean workflow.
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Write and edit Japanese work documents, reports, meeting notes, articles, and emails while preserving the source's facts and level of certainty.
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Inspect Korean writing patterns and show a small sample revision before a fuller editing pass.
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Make targeted edits in an explicitly selected draft file and verify the resulting text.
5.6KStars478Forks
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Inspect writing patterns without rewriting, with an optional deterministic local Node.js detector.
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Free
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Waza Write
Draft, rewrite, and polish Chinese or English prose, technical instructions, and product copy.
7.6KStars436Forks
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tw93
Free
Skills & MCP
No Negative Echo
Keep final artifacts, labels, commits, and handoffs focused on accepted requirements after a conversation includes corrections or discarded proposals.
970Stars23Forks
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LIUwenhao
Write and revise technical instructions using Simplified Technical English rules for words, sentence structure, procedural steps, and safety notices.
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Documents
Human Writing for Chinese
Draft and revise Chinese articles, commentary, tutorials, narratives, and scripts with attention to evidence, authorial voice, and natural rhythm.
4.6KStars350Forks
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Khazix
Review Chinese social-media drafts, subtitles, and cover copy for publication risks, with cited findings, meaning-preserving edits, and a reusable local rulebook.
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Documents
Yomiyasu Japanese Editing
Revise AI-generated Japanese with a structured editorial pass that preserves meaning and improves natural phrasing and readability.
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大賀 愛一郎（oga_aiichiro）
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Documents
Anti Slop — Clear Copywriting
Improve headlines, prose, tone and calls to action with the core antislop writing rules.
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miqdadbadjuber
Audit invisible Unicode and polish authorized prose while preserving facts, citations, quotations and the writer's voice.
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Not Ai
Edit or draft prose for a specific reader while preserving the author’s facts, meaning, and voice. Includes genre-aware guidance and a Python editorial review gate.
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Uday Sharma
Free
Documents
Speak Human TW
Review and revise Traditional Chinese public-facing copy for natural phrasing, Taiwanese usage, punctuation, and avoidable AI writing patterns.
1.2KStars127Forks
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Raymond Hou
Audit and revise formulaic English writing while preserving facts, structure and the author voice.
5.6KStars478Forks
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Revise Korean commit messages into concise, natural developer language.
6.5KStars717Forks
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Compare original and rewritten text to check facts, formatting, numbers, quotes, code and structure.
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Refine an existing Korean rewrite and address remaining findings or selected paragraphs.
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Interpret writing-pattern flags and possible false positives without treating them as proof of authorship.
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Coordinate writing-pattern checks, rewrites, file editing and preservation verification for a combined request.
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Related topics
Related guides
- 8 Anti AI Slop Skills for Editing Writing
Compare eight AI writing skills for English and Chinese: diagnose formulaic prose, preserve the author's voice, revise copy, and check a rewrite.
How to choose Editing & Proofreading skills
Pick an anti-AI-writing skill when a draft sounds generated, a language-specific skill for non-English text, and a copy editor for general polish.
- Remove AI-sounding patterns from a draft
- Edit a draft in place without losing the author's voice
- Polish Korean or Japanese prose