Edit or audit prose for generic AI patterns while preserving voice, meaning, uncertainty, and format. Use when writing sounds synthetic, repetitive, over-polished, or unlike its author.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Humanize
Make prose sound like its author writing clearly, not like a different fashionable voice. Remove generic model habits only when the text supplies evidence for the edit. Preserve facts, calibrated uncertainty, technical terms, personality, and the register required by the format.
## Keep the boundary clear
Use this skill for voice preservation and synthetic-writing patterns.
- Use `landing-copy`, `cold-outreach`, `readme`, or `ui-copy` when the primary job is creating or correcting that format's substance.
- Use `remove-ai-slop` for rendered interface patterns and cross-route design convergence.
- Use an article-development workflow when the argument, reporting, or structure needs major editorial work before a prose pass.
A request to “humanize,” “de-slop,” preserve voice, or detect AI-like patterns belongs here. A generic “make this better” should stay with the format-specific skill unless the evidence shows voice is the main problem.
## Choose the mode
- **Edit** — return revised prose while preserving the author's position and factual meaning.
- **Detect** — identify checkable patterns and explain their effect without rewriting.
…
The line at the top of this page pins the label git:20260901.47f93e5, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_oxg2xipka4bkpury
GET https://markdownregistry.com/api/v1/resolve?ref=tushaarmehtaa/tushar-skills/humanize
GET https://markdownregistry.com/api/v1/blob/4c31cf3518a8e66c0fe07401cca022925553e017b0b5d1d183e33381416af23d
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
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