Refine AI-assisted academic drafts into natural scholarly prose while preserving citations, statistics, and methodological details. Choose how extensively to revise and which sections to edit, then review a report comparing the original and revised text.
- Polishing an AI-assisted academic draft
- Making minimal edits before journal submission
- Revising only the abstract and discussion
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7KUpdated Oct 20, 2026
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases. Credits: Original skill by @blader - https://github.com/blader/humanizer
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softaworks/agent-toolkit☆ 2.6KUpdated Mar 6, 2026
Improve the clarity and voice of AI-assisted academic writing (papers, theses, rebuttals) and funding proposals (NSF Project Summary/Description, NIH Specific Aims): preserve scholarly conventions, match claims to evidence (and, for proposals, claims to feasibility), and match the author's own voice. It never changes a number, result, or citation, and it is not for evading AI-use disclosure. Use when editing AI-assisted academic prose or grant proposals.
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AIScientists-Dev/academic-humanizer☆ 2.4KUpdated Jul 3, 2026
Read-only audit of `.tex`, `.qmd`, or `.md` text for AI-voice tells — boilerplate transitions ("Moreover", "Furthermore", "It is important to note that"), AI-cliché lexicon ("delve", "navigate the complexities", "tapestry", "robust framework"), em-dash overuse, symmetric paragraph shapes, tricolon abuse, hedging stacking, "not only X but also Y" frames, and formulaic openers. Produces a report; does NOT rewrite. Use when user says "humanize", "does this sound like AI?", "check for AI tells", "de-AI this draft", "remove AI voice", "audit my prose for sycophancy", or before journal submission / posting a working paper.
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pedrohcgs/claude-code-my-workflow☆ 1.7KUpdated Sep 28, 2026
This skill should be used when writing or revising text, including responses, documentation, comments, emails, posts, reports, and messages, especially when the user asks to "humanize", "write naturally", "remove AI tone", or "avoid AI writing".
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fcakyon/claude-codex-settings☆ 1.2KUpdated Oct 20, 2026
Transform AI-generated content into human-sounding writing via AI pattern detection, rhythm restoration, and authenticity scoring. Use when content sounds robotic, uses AI cliches, or the user wants to humanize or fix AI writing.
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borghei/Claude-Skills☆ 962Updated Oct 7, 2026
Draft, audit, or minimally revise English- or Chinese-language academic prose to reduce formulaic, vacuous, mechanically repetitive, or process-leaking language while preserving claims, evidence strength, logical relations, manuscript-wide terminology identity, document-level pattern variation, and scholarly register. Use for papers, abstracts, grants, cover letters, and reviewer responses when the user asks to de-AI, humanize, audit AI-like phrasing, or rewrite text without changing meaning. English is primary; Chinese is supported. Not for detector evasion, policy circumvention, pure translation, non-academic copy, or adding facts, citations, examples, or author experiences that the source does not contain.
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dongshuyan/compass-skills☆ 758Updated Oct 19, 2026
Draft an Instagram caption with the hook in the first 125 characters, a skimmable body, and one clear CTA, using a 2026 hook formula chosen by goal (saves, shares, comments, follows). Runs the humanizer pass and, on approval, publishes with the image or video you supply via the Publora media flow. Use to caption a single image or a Reel. Not for slide-by-slide carousels (use ig-carousel-planner) or auditing a draft (use ig-humanizer --mode audit).
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sergebulaev/instagram-skills☆ 542Updated Oct 21, 2026
Remove the AI tells readers react to in an Instagram caption or carousel slide: 2026 vocabulary by density, reveal bridges, staccato stacks, stacked triads, performed sincerity, emoji storms; caps em dashes. Includes --mode audit (first-125 hook, length, hashtags, emoji, CTA, media) and --mode profile. Not for beating AI detectors (no edit reliably does). Not for writing from scratch (use ig-caption-writer or ig-carousel-planner). Keywords: humanize, de-AI caption, audit before posting.
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sergebulaev/instagram-skills☆ 542Updated Oct 21, 2026
제품 문서·UX 카피·랜딩 카피를 KO/EN/JA/ZH-CN/ZH-TW 각 언어의 자연스러운 문장으로 다듬되 사실·수치·명령어·링크·브랜드 voice를 보존한다. 'AI 티 없애줘', '번역투 고쳐줘', '문장이 기계적이야', '현지 사용자처럼 다듬어줘', 'humanize this copy' 요청에 사용한다. AI 작성 여부를 판정하거나 탐지 회피를 약속하지 않는다.
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kwakseongjae/oh-my-design☆ 542Updated Oct 21, 2026
제품 문서·UX 카피·랜딩 카피를 KO/EN/JA/ZH-CN/ZH-TW 각 언어의 자연스러운 문장으로 다듬되 사실·수치·명령어·링크·브랜드 voice를 보존한다. 'AI 티 없애줘', '번역투 고쳐줘', '문장이 기계적이야', '현지 사용자처럼 다듬어줘', 'humanize this copy' 요청에 사용한다. AI 작성 여부를 판정하거나 탐지 회피를 약속하지 않는다.
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kwakseongjae/oh-my-design☆ 542Updated Oct 21, 2026
Use when a user asks to edit Russian prose that sounds formulaic or machine-generated while preserving its meaning and authorial voice.
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ilyautov/humanizer-ru☆ 476Updated Oct 19, 2026
Use when a user asks to edit Russian prose that sounds formulaic or machine-generated while preserving its meaning and authorial voice.
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ilyautov/humanizer-ru☆ 476Updated Oct 19, 2026
Humanizer 中文学术版——当用户要求润色论文、去除AI味、降低AIGC检测率,或说"帮我改改这段""这段读起来像AI写的"时触发。
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skillmds/skillmd☆ 250Updated Oct 20, 2026
Rewrites AI-sounding text so it reads like a human wrote it. Use when the user says 'sounds like AI/ChatGPT,' 'too robotic,' or 'humanize this.' Fixes AI vocabulary, inflated significance, hedging, robotic rhythm, and formulaic structure.
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secondsky/claude-skills☆ 232Updated Oct 20, 2026
编辑或审阅已有中文文本中的空话、重复和模板化表达,保留原意、事实、确定程度和作者声音。 主文件包含通用表达模式、中文句式、体裁判断、作者样本使用和文件保护,适用于去 AI 腔与自然化润色。 商务营销、论文与审稿回复、基金申请分别按需加载专用 reference。用于写作质量编辑,不判定作者身份。
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Hyacehila/humanizer-zh-next☆ 204Updated Oct 15, 2026
Use when the user has an AI-generated Xiaohongshu draft and wants it to sound more personal, concrete, platform-appropriate, and stronger in hook, retention, and interaction value. Trigger phrases: "去 AI 味", "不像我", "合规检查", "改得像真人", "开头不抓人", "没停留", "humanize draft", "platform check". Do not use for initial positioning or topic generation.
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wenziai/wenzi-xiaohongshu-workflow☆ 176Updated Oct 12, 2026
Use when the user has an AI-generated Xiaohongshu draft and wants it to sound more personal, concrete, platform-appropriate, and stronger in hook, retention, and interaction value. Trigger phrases: "去 AI 味", "不像我", "合规检查", "改得像真人", "开头不抓人", "没停留", "humanize draft", "platform check". Do not use for initial positioning or topic generation.
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wenziai/wenzi-xhs-agent-skills☆ 169Updated Sep 30, 2026
AIくさい日本語を、人間が書いた文章に変換するClaude Codeスキル。
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gonta223/humanizer-ja☆ 159Updated Mar 23, 2026
Repurpose existing content into a native X (Twitter) post or thread. Take a LinkedIn post, blog, YouTube script, or newsletter and rewrite it for X: re-hook for the no-fold first line, refit to 280 chars or a thread, strip off-platform artifacts, run the humanizer, publish via Publora on approval. Not for writing from scratch (use x-post-writer or x-thread-builder), not for auditing a draft (use x-humanizer --mode audit).
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sergebulaev/x-skills☆ 147Updated Oct 21, 2026
Remove the AI tells human readers react to in a tweet or thread: 2026 vocabulary by density, reveal bridges, staccato stacks, stacked triads, performed sincerity. Also --mode audit (280-char fit and format), --mode profile (learns how you write) and --mode interview (fills your Story Bank: the numbers, turning points and positions posts are made of). Not for writing from scratch (use x-post-writer). Keywords: humanize, de-AI tweet, AI slop, interview me, audit before posting.
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sergebulaev/x-skills☆ 147Updated Oct 21, 2026
Draft a single tweet or short auto-thread for X (Twitter) using a 2026 X hook formula (one-liner contrarian, data-point, build-in-public, mini-list, relatable cold-open), picked by goal (replies, reposts, likes, bookmarks). Respects the 280-char limit (25,000 on Premium), runs the humanizer pass, and publishes via Publora on approval. Use to write a tweet from notes. Not for long threads (use x-thread-builder) or auditing a draft (use x-humanizer --mode audit).
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sergebulaev/x-skills☆ 147Updated Oct 21, 2026
Переписывает русский текст со следами нейросети так, чтобы он читался как написанный живым человеком: убирает канцелярит, штампы ChatGPT, пустые подводки, «не просто X, а Y», тройки, лишние тире и жирный, мусор вставки из чата (contentReference, utm_source, невидимые символы). Числа, имена, даты, условия и отрицания сохраняет и сверяет. Используй, когда просят «очеловечь», «перепиши по-человечески», «убери гпт-шность», «сделай живым», «убери канцелярит / воду / штампы», «звучит как нейросеть», «отредактируй», «причеши текст», а также для разбора без правки: «что выдаёт ИИ», «проверь текст». Только для русского языка.
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Vladimir-Human/humanizer-ru☆ 129Updated Oct 16, 2026
Rewrite existing text so it stops sounding AI-generated. Triggers on "humanize this", "un-ChatGPT it", "doesn't scream LLM", "strip the AI voice", or naming specific AI tells (em dashes, "it's not just X it's Y", "stands as a testament", "thrilled to announce", emoji-headed bullets, LinkedIn cringe). Works on any draft — blog posts, memos, READMEs, essays, PR descriptions — inline or in files. Keeps facts; changes voice. Do NOT use for writing new content, summarizing, translating, or pure-explanation requests with no draft to rewrite.
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avibebuilder/claude-prime☆ 119Updated May 17, 2026