Humanizing AI text

실제 제품 route의 UI·UX copy를 검사해 제품 맥락 없이 반복된 생성형 기본 패턴, 브랜드 근거 없는 장식, 카드·그라데이션·아이콘 타일 남용, 번역투와 추상 카피를 rule ID와 line ref로 진단한다.

kwakseongjae/oh-my-design

Make generated prose read like a real person wrote it, not AI.

extrasmall0/dear-hiring-manager

Audit and rewrite content to remove 21 categories of AI writing patterns with a 43-entry replacement table

sickn33/agentic-awesome-skills

Repurpose existing content into a native Instagram post. An agent skill from sergebulaev/instagram-skills.

sergebulaev/instagram-skills

(no description)

runloom/pier

Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it.

github/awesome-copilot

A skill your agent uses when building or reviewing UI components, pages, or layouts to ensure premium, intentional design that never looks vibe coded

ReviewStage/stage-cli

去除中文文本中的 AI 生成痕迹，保留事实、原意和所需语气。用于编辑或审阅文本，使句子更直接、节奏更自然、归因更具体，并清理套话、公式结构、宣传腔、模糊权威、对称排比和聊天机器人残留；不用于虚构经历、事实或情绪。

843645440/wechat-skill

Writing style guide for technical content, social media, blog posts, READMEs, git commits, and developer documentation.

waynesutton/markdown-site

Runs the human-verification lane of an agent loop, and proves review happened before work is called done.

alirezarezvani/claude-skills

This skill should be used when the user asks to "tighten this up", "tighten the prose", "clean up the writing", "check for AI tells", "make this sound more human", "de-slop this", "run a writing…

nicknisi/claude-plugins

Repurpose existing content into a native X (Twitter) post or thread.

sergebulaev/x-skills

Remove AI writing patterns from prose. An agent skill from boraoztunc/skills.

boraoztunc/skills

Rewrite or edit prose in any language so it reads like edited human writing in the register of books, newspapers and encyclopedias rather than default AI output.

Prism-Shadow/penguin-harness

dontbesilent AI 写作特征识别。扫描文案中的 AI 生成痕迹，输出检测报告。默认只诊断不改. An agent skill from Pluviobyte/rnskill.

Pluviobyte/rnskill

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…

pedrohcgs/claude-code-my-workflow

Extract a written voice profile from your own prior papers, then use it to keep new drafts sounding like you.

pedrohcgs/claude-code-my-workflow

检查文稿里的 AI 味和账号语气偏差，包括机器化表达、翻译腔、虚构脆弱感和过度金句。用户问文案是否像 AI 写的、是否像本人说话，或希望降低 AI 痕迹时使用。

StopDisTrain/sdt-skills

Split React/TSX files containing multiple inlined components into separate single-responsibility files.

deadlock-mod-manager/deadlock-mod-manager

A skill your agent uses when the user says 'humanize', 'clean up writing', 'make it sound natural', or wants text to not sound AI-generated.

cwinvestments/memstack

Generate clean, human-sounding, SEO-optimized WordPress blog posts with optional Yoast metadata, JSON-LD schema markup, and image SEO planning.

sickn33/agentic-awesome-skills

Post-process AI-generated text through the unslop CLI to strip AI writing patterns before publishing

sickn33/agentic-awesome-skills

Clean up translation-ese and AI-writing tics in Korean prose so it reads like a person wrote it — content (facts, numbers, proper nouns, quotes) stays 100% unchanged, only style and rhythm are…

sangrokjung/claude-forge

Expert blueprint for stealth games (Splinter Cell, Hitman, Dishonored, Thief) covering AI detection systems, vision cones, sound propagation, alert states, light/shadow mechanics, and systemic design.

thedivergentai/GD-Agentic-Skills

Repair discourse from verified facts and a stable voice contract without changing meaning or inventing authority.

3x-haust/oh-my-design

9 种原型模板的结构定义和代码规范，覆盖网页、SaaS、仪表盘、移动端、PPT、文档等设计场景. An agent skill from ReJeCtAll/ExpertTeam-Codex.

ReJeCtAll/ExpertTeam-Codex

Audit and rewrite prose so it stops reading as machine-generated.

wshobson/agents

Remove AI-generated code slop from a branch. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

Comprehensive antibody engineering and optimization for therapeutic development.

wu-yc/LabClaw

Create or update a pull request for the current git changes.

boundless-xyz/boundless

Autonomous Principal Design Technologist. An agent skill from sickn33/agentic-awesome-skills.

sickn33/agentic-awesome-skills

AI text humanization and 윤문 (post-editing) specialist that detects and removes AI tells while preserving meaning, facts, and figures.

modu-ai/moai-adk

A skill your agent uses when a manuscript needs a copy-edit for consistency and non-native English clarity.

Aperivue/medsci-skills

Edit drafts into sharper, more human writing while preserving the writer's personal voice, or detect AI-slop patterns without rewriting.

huytieu/COG-second-brain

Researches personal backgrounds, interviews, motivations, and humanizing details.

bitwize-music-studio/claude-ai-music-skills

Reviews lyrics and prose for AI-written patterns (abstract noun stacking, over-explained metaphors, cliche escalation, missing idiosyncrasy, prose AI tells).

bitwize-music-studio/claude-ai-music-skills

Edit drafts into sharper, more human writing while preserving the writer's personal voice, or detect AI-slop patterns without rewriting.

huytieu/COG-second-brain

Read relationship signals across a conversation, infer what changed between turns, then turn awkward, overly formal, blunt, or AI-sounding messages to teachers, leaders, mentors, senior colleagues…

FAIRY123456789/human-edge-agent-skills

Review a changed diff for accidental complexity or generated-code noise.

pedronauck/skills

Edit formulaic or AI-sounding prose while preserving the author's voice.

elithrar/dotfiles

Simplify unnecessary code in the requested diff when the user asks to deslop or clean up AI-generated code.

bitsocialnet/5chan

Clean up the prose, code or interface already in scope — protect its meaning, voice and behaviour, remove what only adds reading work, and return findings instead of edits when a review was asked for.

automagik-dev/genie

Human-like mouse, keyboard and scroll behavior for behavioral bot bypass.

uphiago/recon-skills

OPS on-demand: This skill should be used when the user asks to "humanize this", "this reads like…

Lifecycle-Innovations-Limited/claude-ops

Anti-slop skill for PRODUCT UI - dashboards, data tables, forms, multi-step flows, settings, list/detail, app shells.

huytieu/COG-second-brain

AI(ChatGPT·Claude·Gemini 등)가 쓴 한글 텍스트를 "사람이 쓴 글처럼" 윤문해주는 오케스트레이터 스킬.

bam-bam-2/solo-skills

Rewrite AI-generated copy in Spanish and English so it sounds direct, concrete and human while preserving meaning, facts and numbers exactly.

waybarrios/opencode-power-pack

中文小说AI内容人性化润色系统v2.0。专为网文/小说场景设计的去AI味工具， 包含23条禁止模式、148条短语替换、105条词汇替换、19条口语化替换， 以及完整的格式规范化规则（引号/省略号/数字）。

uu201/character-arc