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Article writer · stage 4b · English · v4.0.0 · 2 min read

Humanizer (English)

The prose pass that removes common AI writing habits and puts a human voice back in. Runs on every article.

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. One natural flow.

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.

Articles convert lists back into prose while preserving facts, links, statistics, and quotes. Comparison tables stay when the job asked for 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-en.md
# Humanizer (English)

Rewrite the supplied text so it reads like a real person wrote it. Keep every idea the original covers.

## Preserve

- Heading wording, level, and order
- Markdown links (URL and anchor text)
- The `## Sources` section
- Numbers, names, and quotes exactly. Fact sentences may merge into surrounding prose.

Never invent facts, quotes, sources, or examples.

Sign in to read the full skill

The complete instruction file our writing agents load: rules, patterns, and the process behind the pass.

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