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softaworks/humanizer

텍스트에서 AI 생성 흔적을 제거합니다. 편집이나 검토 시 텍스트를 더 자연스럽고 사람이 쓴 것처럼 보이게 만드는 데 사용하세요.

humanizer란 무엇인가요?

이 스킬은 텍스트에서 AI가 생성한 글쓰기의 징후를 감지하고 제거하여 더 자연스럽고 사람이 쓴 것처럼 보이게 만드는 유틸리티입니다. Wikipedia의 포괄적인 'AI 글쓰기의 징후' 가이드를 기반으로 하며, 부풀려진 상징주의, 광고성 언어, 피상적인 -ing 분석, 모호한 귀속, em 대시 과용, 삼중 구조, AI 어휘, 부정적 평행구조, 과도한 접속사 구문 등 일반적인 AI 글쓰기 패턴을 감지하고 수정합니다. 주로 Claude Code, Cursor, Codex 등 AI 에이전트를 사용하는 개발자나 작가가 편집 및 검토 과정에서 활용하기에 적합하며, 명령어 기반으로 동작하여 원본 텍스트를 분석하고 개선된 버전을 제안합니다. 원본 스킬은 @blader가 제작했습니다.

지원 대상~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/softaworks/agent-toolkit/tree/main/skills/humanizer

Installed? Explore more 생산성 & 협업 skills: steipete/gemini, steipete/gh-issues, steipete/skill-creator · View all 6 →

즐겨 사용하는 AI에게 물어보기

이 에이전트 스킬이 미리 로드된 새 채팅을 엽니다.

문서

humanizer은(는) 무엇을 하나요?

텍스트에서 AI 생성 글쓰기의 징후를 제거합니다. 편집이나 검토 시 텍스트를 더 자연스럽고 사람이 쓴 것처럼 보이게 만드는 데 사용하세요. Wikipedia의 포괄적인 "AI 글쓰기의 징후" 가이드를 기반으로 합니다. 감지 및 수정 패턴: 부풀려진 상징주의, 광고성 언어, 피상적인 -ing 분석, 모호한 귀속, em 대시 과용, 삼중 구조, AI 어휘, 부정적 평행구조, 과도한 접속사 구문. 크레딧: 원본 스킬 by @blader - https://github.com/blader/humanizer

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

softaworks/agent-md-refactor

Refactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure principles. Splits monolithic files into organized, linked documentation.

softaworks/c4-architecture

Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system architecture, visualize software structure, create C4 diagrams, or generate context/container/component/deployment diagrams. Triggers include "architecture diagram", "C4 diagram", "system context", "container diagram", "component diagram", "deployment diagram", "document architecture", "visualize architecture".

softaworks/codex

Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing. Uses GPT-5.2 by default for state-of-the-art software engineering.

softaworks/command-creator

This skill should be used when creating a Claude Code slash command. Use when users ask to "create a command", "make a slash command", "add a command", or want to document a workflow as a reusable command. Essential for creating optimized, agent-executable slash commands with proper structure and best practices.

softaworks/commit-work

Create high-quality git commits: review/stage intended changes, split into logical commits, and write clear commit messages (including Conventional Commits). Use when the user asks to commit, craft a commit message, stage changes, or split work into multiple commits.

softaworks/crafting-effective-readmes

Use when writing or improving README files. Not all READMEs are the same — provides templates and guidance matched to your audience and project type.

softaworks/daily-meeting-update

Interactive daily standup/meeting update generator. Use when user says 'daily', 'standup', 'scrum update', 'status update', 'what did I do yesterday', 'prepare for meeting', 'morning update', or 'team sync'. Pulls activity from GitHub, Jira, and Claude Code session history. Conducts 4-question interview (yesterday, today, blockers, discussion topics) and generates formatted Markdown update.

softaworks/database-schema-designer

Design robust, scalable database schemas for SQL and NoSQL databases. Provides normalization guidelines, indexing strategies, migration patterns, constraint design, and performance optimization. Ensures data integrity, query performance, and maintainable data models.

softaworks/dependency-updater

Smart dependency management for any language. Auto-detects project type, applies safe updates automatically, prompts for major versions, diagnoses and fixes dependency issues.

softaworks/difficult-workplace-conversations

Structured approach to workplace conflicts, performance discussions, and challenging feedback using preparation-delivery-followup framework. Use when preparing for tough conversations, addressing conflicts, giving critical feedback, or navigating sensitive workplace discussions.

softaworks/domain-name-brainstormer

Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.

softaworks/feedback-mastery

Navigate difficult conversations and deliver constructive feedback using structured frameworks. Covers the Preparation-Delivery-Follow-up model and Situation-Behavior-Impact (SBI) feedback technique. Use when preparing for difficult conversations, giving feedback, or managing conflicts.

softaworks/game-changing-features

Find 10x product opportunities and high-leverage improvements. Use when user wants strategic product thinking, mentions '10x', wants to find high-impact features, or says 'what would make this 10x better', 'product strategy', or 'what should we build next'.

softaworks/gemini

Use when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing. Ideal for comprehensive analysis requiring large context windows. Uses Gemini 3 Pro by default for state-of-the-art reasoning and coding.

softaworks/gepetto

Creates detailed, sectionized implementation plans through research, stakeholder interviews, and multi-LLM review. Use when planning features that need thorough pre-implementation analysis.

softaworks/lesson-learned

Analyze recent code changes via git history and extract software engineering lessons. Use when the user asks 'what is the lesson here?', 'what can I learn from this?', 'engineering takeaway', 'what did I just learn?', 'reflect on this code', or wants to extract principles from recent work.

softaworks/marp-slide

Create professional Marp presentation slides with 7 beautiful themes (default, minimal, colorful, dark, gradient, tech, business). Use when users request slide creation, presentations, or Marp documents. Supports custom themes, image layouts, and "make it look good" requests with automatic quality improvements.

softaworks/meme-factory

Generate memes using the memegen.link API. Use when users request memes, want to add humor to content, or need visual aids for social media. Supports 100+ popular templates with custom text and styling.

softaworks/mermaid-diagrams

Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams including class diagrams (domain modeling, object-oriented design), sequence diagrams (application flows, API interactions, code execution), flowcharts (processes, algorithms, user journeys), entity relationship diagrams (database schemas), C4 architecture diagrams (system context, containers, components), state diagrams, git graphs, pie charts, gantt charts, or any other diagram type. Triggers include requests to "diagram", "visualize", "model", "map out", "show the flow", or when explaining system architecture, database design, code structure, or user/application flows.

softaworks/naming-analyzer

Suggest better variable, function, and class names based on context and conventions.

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