What you can do with Work Humanizer

3 use cases

• Remove AI tone from a work email without changing its commitments

  Rewrite an AI-drafted sales, support or HR message in a plain voice with every fact kept.

  • Work Humanizer
  • Claude Code
  • Codex
  • Cursor
  • Work and operations
  • Intermediate
  View prompt

  Using the work-humanizer skill from the phuryn/work-humanizer repo, rewrite the AI-drafted email in <draft-file> in a plain human voice. Output the rewrite and the sentence-by-sentence fact audit. Verify that every price, date, offer, condition and caveat in the rewrite matches the original in meaning and strength.

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• Get a specific work draft built from your answers, not guesses

  Answer a few questions so the rewrite contains your real example, number or outcome.

  • Work Humanizer
  • Claude Code
  • Codex
  • Cursor
  • Work and operations
  • Intermediate
  View prompt

  Use the work-humanizer skill from the phuryn/work-humanizer repo in interview mode on <draft-file>. Ask up to five questions, then output the rewritten piece built only from my answers and the draft. Verify that the output contains no facts that appear in neither my answers nor the draft.

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• Turn your notes or transcript into a human-sounding work piece

  Build a post or memo on your own argument, order and examples instead of an AI draft.

  • Work Humanizer
  • Claude Code
  • Codex
  • Cursor
  • Work and operations
  • Intermediate
  View prompt

  Use the work-humanizer skill from the phuryn/work-humanizer repo on my notes in <notes-file>. Build the piece on my claims, in my order, with my examples, and ask only about gaps. Output the piece and the fact audit. Verify that each claim in the piece matches a claim in my notes at the same strength.

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How to use Work Humanizer

1. Check you have what it needs: An agent that loads SKILL.md, such as Claude Code, Codex or Cursor; The skills/work-humanizer folder copied into the agent's skills folder; Your draft or notes as text.
2. Open phuryn/work-humanizer on GitHub and read the README and license.
3. Copy the skills/work-humanizer folder into your agent's skills folder, for example ~/.claude/skills/work-humanizer for Claude Code.
4. Start a session in your agent and send: Use Work Humanizer on this: followed by the pasted draft.
5. Read the rewrite and the fact audit side by side with the original.
6. Confirm every price, date, offer, condition and caveat has the same strength as in the original.

These steps come from our top use case, Remove AI tone from a work email without changing its commitments, which also has a copy-paste agent prompt.

Work Humanizer alternatives · Best AI repos for Work and operations

About this repo

• Who it is forSales, support, marketing, HR and operations staff who have an AI draft of a work message that sounds robotic but must keep its exact commitments.
• Why it is hot
• LanguagePython
• Sourcegithub.com/phuryn/work-humanizer · Back to Hot repos

Requirements

• An agent that loads SKILL.md, such as Claude Code, Codex or Cursor
• The skills/work-humanizer folder copied into the agent's skills folder
• Your draft or notes as text
• Python, only if you want to run check.py

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