SkillInstalls cleanly

Make AI text sound human, same meaning

work-humanizer

Skill that rewrites AI-sounding work emails and posts in plain human language without changing what they promise, and asks you for missing facts.

Works with
Claude Code, Codex CLI
Good for
Daily work and research

What it does

When you ask an AI to make a text sound more human, it often changes what the text says. A polite 'we will look into it' can become a promise, or an apology appears where you only meant to acknowledge a problem. At work, those small changes matter.

work-humanizer is a writing skill built for that situation. It first lists the facts in your draft and how certain each one is, then writes the text again in a natural voice while keeping every claim at the same strength.

If the draft is too generic, it can switch to an interview mode and ask you a few short questions about the real example, number or opinion that is missing. You can also give it your own notes or a voice memo transcript and it builds the text from those.

Example prompts

  • "Use work-humanizer on this: <paste your email>"
  • "Use work-humanizer on this and interview me first: <paste draft>"
  • "Use work-humanizer on docs/launch-post.md"
  • "Here are my notes from the call; use work-humanizer to turn them into a short update for the team"

How to install

npx skills add phuryn/work-humanizer

How to use it

Type 'Use work-humanizer on this:' and paste your draft. Add 'and interview me first' when the text is missing real details.

Check it works

Ask the assistant which skills it has; work-humanizer should be listed. The README also lets you run the checker yourself with python skills/work-humanizer/check.py draft.md from a copy of the repo.

Common problems

  • The assistant does not use the skill — skills load when a session starts — close the assistant, open it again in your project folder and ask again.

What to watch out for

  • An optional check.py script runs on your computer if the assistant decides to use it
  • It does not make text pass AI detectors; the README says so

Licence and author

Licence
MIT
Author
phuryn
Source code
github.com/phuryn/work-humanizer

How we tested it

We installed it on an empty test computer on 13 Oct 2026. Installed and started in a clean test system. Not yet used in a real AI session.

Test level

Not yet used on real work.

Technical details of the test
Date
13 Oct 2026
Method
Intake sandbox run on 2026-10-13 in a clean container with no account: cloned the repository and checked its skill, agent and plugin files, ran "npx -y skills --help".

Checked again on 13 Oct 2026

Alternatives

  • Humanizer — the better-known humanizer skill; rewrites more freely
  • Marketing Skills — copywriting playbooks rather than a rewrite tool

FAQ

  • Q: Will it hide that AI helped? A: No. The README says no rewrite it tested got past an AI detector.
  • Q: Does it need an API key? A: No, it is a plain skill file that runs inside your assistant.
  • Q: Can I install it by hand? A: Yes, copy the skills/work-humanizer folder into ~/.claude/skills/ (Claude Code) or ~/.codex/skills/ (Codex).

Sources