DEDUPED Hot AI repos. Real use cases. What people build. Get the Monday 5

How to clean up AI-written prose in your repo docs with Codex with Humanizer

Install Humanizer globally for Codex and point it at a markdown file such as a launch post or README.

Short answer: Run npx skills add blader/humanizer --global --agent codex; then open Codex in the repo; Ask: Humanize the prose in docs/launch-post.md (or any other markdown file). All steps.

  • Content
  • Beginner
  • 10 minutes
  • From the README
  • Codex

Who it is forA developer whose docs and changelogs were drafted by a coding agent and read like marketing copy.

The problemAgent-written docs fill up with bold-by-rule formatting, inflated phrases and leftovers from the chat.

The outcomeThe markdown file rewritten in place with plainer prose, ready to review as a normal diff.

What you need first

  • Claude Code, Codex, Claude.ai or another agent that supports skills
  • npx for the skills CLI install
  • Text to rewrite, and optionally two or three paragraphs of your own writing for voice matching

Steps

  1. Run npx skills add blader/humanizer --global --agent codex
  2. Open Codex in the repo
  3. Ask: Humanize the prose in docs/launch-post.md (or any other markdown file)
  4. Review the diff and revert any sentence where meaning changed

Prompt for your agent

Using the blader/humanizer skill, humanize the prose in <path to markdown file>. Do not touch code blocks, commands or links, and show me the diff before saving.

Caveat. This card is written from the blader/humanizer README, not from a test run by Deduped. Before you start, make sure you have Claude Code, Codex, Claude.ai or another agent that supports skills. Check the repo for newer instructions before you rely on these steps.

Use this in your AI agent

Ask your agent

Using the Deduped MCP, get the setup steps for blader/humanizer and "Clean up AI-written prose in your repo docs with Codex"

Add Deduped to Claude Code once

claude mcp add --transport http deduped https://dedupedai.com/mcp

Cursor, ChatGPT, others

Share: X LinkedIn Hacker News Email Copy link

Third-party repos we don't own. AI-written use cases can be wrong. Disclaimer