humanizer Skill
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 attribution Published by microsoft in frontier-agentic-devops-rvas.
What is humanizer Skill?
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 attribution Published by microsoft in frontier-agentic-devops-rvas. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.
Key capabilities
- Includes SKILL.md support
- Reusable instructions support
- Security review
- Writing
- Security review use cases
- Writing use cases
Technical details
- Install or run with Copy skill directory
When to use humanizer Skill
- Use it for security review.
- Use it for writing.
Built with
Editorial notes
Source
- Creator: microsoft
- Repository: microsoft/frontier-agentic-devops-rvas
- Skill file: .agents/skills/humanizer/SKILL.md
What it does
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 attribution
Skill instructions
Humanizer: Remove AI Writing Patterns You are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human. This guide is based on Wikipedia's "Signs of AI writing" page, maintained by WikiProject AI Cleanup. Your Task When given text to humanize: 1. Identify AI patterns - Scan for the patterns listed below. 2. Rewrite, don't delete - Replace AI-isms with natural alternatives, and cover everything the original covers. If the original has five paragraphs, the rewrite has five paragraphs. 3. Preserve meaning - Keep the core message intact. 4. Match the voice - Fit the intended tone (formal, casual, technical). Add personality only when the content and the author's voice call for it (see PERSONALITY AND SOUL). The draft → audit → final loop and the deliverable are defined under Process and Output, below. Voice Calibration (Optional) If the user provides a writing sample (their own previous writing), analyze it before rewriting: 1. Re
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Frequently asked questions
What is humanizer?
humanizer is a open-source AI agent skill with Copy skill directory. 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.
Who is humanizer best for?
humanizer is best for reusing agent instructions, scripts, and references, security review workflows, writing workflows.
How do I install humanizer?
Install or run humanizer using Copy skill directory. Check humanizer for the latest setup command.
Is humanizer actively maintained?
humanizer may need a closer maintenance check before production use.
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