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softaworks/humanizer

Entfernt Anzeichen von KI-generiertem Schreiben aus Text. Verwenden Sie es beim Bearbeiten oder Überprüfen von Texten, um sie natürlicher und menschlicher klingen zu lassen. Basiert auf Wikipedias umfassendem Leitfaden „Anzeichen von KI-Schreiben“. Erkennt und behebt Muster wie: überhöhte Symbolik, werbliche Sprache, oberflächliche -ing-Analysen, vage Zuschreibungen, übermäßige Verwendung von Gedankenstrichen, Dreierregel, KI-Vokabeln, negative Parallelismen und übermäßige konjunktive Phrasen. Credits: Ursprünglicher Skill von @blader – https://github.com/blader/humanizer

Was ist humanizer?

Der Skill „softaworks/humanizer“ ist ein Werkzeug zur Textoptimierung, das speziell dafür entwickelt wurde, KI-typische Schreibmuster zu erkennen und zu entfernen. Er basiert auf dem umfassenden Wikipedia-Leitfaden zu „Anzeichen von KI-Schreiben“ und hilft Entwicklern und Redakteuren, Texte natürlicher und menschlicher wirken zu lassen. Der Skill identifiziert und korrigiert eine Vielzahl von Auffälligkeiten, darunter übertriebene Symbolik, werbliche Sprache, oberflächliche -ing-Analysen, vage Quellenangaben, übermäßige Verwendung von Gedankenstrichen, die Dreierregel, KI-spezifische Vokabeln, negative Parallelismen und exzessive Konjunktionen. Er ist plattformunabhängig einsetzbar, beispielsweise in KI-Agenten wie Claude Code, Cursor oder Codex, und lässt sich über die Eingabe von Textbefehlen steuern. Die einfache Beschreibung und das klare Ziel machen ihn besonders nützlich für alle, die automatisch generierte Inhalte nachbearbeiten möchten. Der ursprüngliche Skill wurde von @blader erstellt und ist auf GitHub unter https://github.com/blader/humanizer verfügbar.

Funktioniert mit~Claude Code~Codex CLI~Cursor

Part ofAgent Workflows

npx skills add https://github.com/softaworks/agent-toolkit/tree/main/skills/humanizer

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Dokumentation

Was macht 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.