whereismyai
Humanizer ZH
Humanizer ZH is an editing skill for Claude Code that removes AI filler and repetitive expressions from Chinese texts.
Humanizer-zh is an editing skill designed for Claude Code that runs as an agent-executed instruction set. It edits existing articles, comments, and documents to remove empty filler, repetition, and formulaic phrasing. The tool operates on text inputs or files, delivering a final revised draft while keeping facts, degrees of certainty, and the author's voice intact. It includes thirty-one checkpoints categorized from A to F to address issues like formulaic rhythms, hype, and chat残留. It is intended for writers and editors using Claude Code who want to polish Chinese content without inventing data or altering author intent.
Humanizer ZH at a glance
Key features
- Edits existing articles, comments, and documents
- Removes empty filler and repetitive expressions
- Preserves facts, degree of certainty, and author voice
- Applies thirty-one specific editorial checkpoints
- Accepts text input or file input
- Maintains code, commands, and paths in file edits
- Takes author writing samples to match expression habits
Use it for
- Polishing AI-generated Chinese text drafts
- Removing formulaic expressions from documents
- Editing markdown files and comments
- Refining product descriptions and updates
Companions
Tools that articles about Humanizer ZH recommend using with it, each with its job.
- Claude Code — Built to work with Claude Code.
- Context7 — Provides up-to-date documentation for AI agents and code editors.
- Playwright MCP — Enables LLMs to interact with web pages using structured accessibility snapshots.
- GitHub MCP Server — Reads pull requests, issues and code search on GitHub.
- Superpowers — Brainstorm, plan and execute skills for bigger tasks.
- gstack — Skill bundle for planning, review and shipping.
Alternatives to Humanizer ZH
- Humanizer Indonesia — It removes rigid AI patterns and makes Indonesian text read naturally.
- Work Humanizer — It keeps every fact, commitment, and caveat at the same strength without inventing details.
- Humanize Text — It bypasses major AI detectors while keeping original keywords and meaning intact.
- GZH Design Skill — Generates styled HTML with inline CSS that preserves formatting when pasted into WeChat.
- Human Writing — It removes robotic AI phrasing and structure from Chinese writing.
- Lieflat Less AI Tone — It uses a 2.83-million-character corpus study to remove AI writing traits.
- Yomiyasu — Eliminates unnatural AI phrasing while preserving technical information.
- I'm Not AI — Fixes structural AI markers like mechanical parallelism and translation style.
- Chinese Novelist Skill — It features three-tier progressive questioning, preference memory, and auto-validation.
- Webnovel Writer — Maintains plot consistency and character memory across hundreds of chapters.
- LangGPT — Turns scattered prompt tips into a structured, modular methodology.
- AiSniff — Runs locally with no server, model calls, or data leaving the browser or CLI.
All Humanizer ZH alternatives