claudegoodies
Skill

humanizer

From NousResearch

Humanize text: strip AI-isms and add real voice.

Facts

Repository
NousResearch/hermes-agent
Status
Actively maintained
Last commit
Source file
skills/creative/humanizer/SKILL.md

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The instructions Claude Code reads when this skill runs.

# Humanizer: Remove AI Writing Patterns

Identify and remove signs of AI-generated text to make writing sound natural and human. Based on Wikipedia's "Signs of AI writing" guide (maintained by WikiProject AI Cleanup), derived from observations of thousands of AI-generated text instances.

**Key insight:** LLMs use statistical algorithms to guess what should come next. The result tends toward the most statistically likely completion, which is how the telltale patterns below get baked in.

## When to use this skill

Load this skill whenever the user asks to:
- "humanize", "de-AI", "de-slop", or "un-ChatGPT" a piece of text
- rewrite something so it doesn't sound like it was written by an LLM
- edit a draft (blog post, essay, PR description, docs, memo, email, tweet, resume bullet) to sound more natural
- match their voice in writing they're producing
- review text for AI tells before publishing

Also apply this skill to **your own** output when writing user-facing prose such as release notes, PR descriptions, docs, and summaries. Hermes's baseline voice already strips most of these, but a focused pass catches what slips through.

## How to use it in Hermes

The text usually arrives one of three ways:
1. **Inline.** The user pastes the text into the message. Work on it in place and reply with the rewrite.
2. **File.** The user points at a file. Use `read_file` to load it, then `pa
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