{
 "schema_version": 1,
 "generated": "2026-11-01",
 "id": "blader-humanizer--humanize-docs-in-a-repo-with-codex",
 "repo": "blader/humanizer",
 "repo_url": "https://github.com/blader/humanizer",
 "repo_slug": "blader-humanizer",
 "title": "Clean up AI-written prose in your repo docs with Codex",
 "page_title": "How to clean up AI-written prose in your repo docs with Codex with Humanizer",
 "summary": "Install Humanizer globally for Codex and point it at a markdown file such as a launch post or README.",
 "who": "A developer whose docs and changelogs were drafted by a coding agent and read like marketing copy.",
 "problem": "Agent-written docs fill up with bold-by-rule formatting, inflated phrases and leftovers from the chat.",
 "outcome": "The markdown file rewritten in place with plainer prose, ready to review as a normal diff.",
 "steps": [
  "Run `npx skills add blader/humanizer --global --agent codex`",
  "Open Codex in the repo",
  "Ask: Humanize the prose in docs/launch-post.md (or any other markdown file)",
  "Review the diff and revert any sentence where meaning changed"
 ],
 "agent_prompt": "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.",
 "agents": [
  "codex"
 ],
 "difficulty": "Beginner",
 "time": "10 minutes",
 "basis": "readme",
 "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.",
 "category": "Content",
 "tags": [
  "Content"
 ],
 "lang": "python",
 "requirements": [
  "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"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/blader-humanizer/humanize-docs-in-a-repo-with-codex/",
 "md": "https://dedupedai.com/use-cases/blader-humanizer/humanize-docs-in-a-repo-with-codex/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/blader-humanizer--humanize-docs-in-a-repo-with-codex.json",
 "api_version": "v1"
}