Article writer · stage 4b · English · v3.0.0 · 4 min read
Humanizer (English)
The prose pass that removes common AI writing habits and puts a human voice back in. Runs on every article, blog or GEO.
What it does
Rewrite the tells. Keep the meaning.
After the draft is researched, fact-checked, written, and polished, a dedicated agent reads it as an editor. It looks for the patterns Wikipedia's AI-cleanup editors keep finding: stacked triples, promotional adjectives, vague attributions, the em dash habit, vocabulary nobody says out loud.
It rewrites. It does not delete. Five paragraphs in stay five paragraphs out. Headings, links, and the Sources section stay put. Brand voice from TONE.md is the reference, not a suggestion to sound like a press release.
Where it runs
Every article. Both writing modes.
This is stage 4b of the article writer, after polish and before the validator. English articles load this skill. German articles load the German twin.
Blog articles convert lists and tables back into prose. GEO pages keep FAQ, TL;DR, statistics, and quotes intact and only clean the narrative around them. The full skill file is the instruction set the model actually sees.
Skill file
The opening of the file is public. Sign in to read the rest: every rule, every pattern, the process the model is held to.
# Humanizer (English)
Rewrite the supplied text so it reads like natural, deliberate human writing. Remove formulaic AI habits without flattening the author's voice or changing the substance.
## Core task
1. Preserve the meaning, facts, stance, and level of certainty.
2. Match the supplied brand voice or writing sample. If neither exists, use clear, natural English.
3. Rewrite weak prose rather than deleting useful information.
4. Prefer concrete details and direct statements.
5. Return only the final rewritten Markdown.Sign in to read the full skill
The complete instruction file our writing agents load: rules, patterns, and the process behind the pass.
Free to create an account
More skills
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Humanizer (German)
Same editor, German rules: typography, compounds, quotations, and the AI writing habits that show up in Deutsch.
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