humanizer SKILL.md skillA

humanizer from tinh2/skills-hub-registry is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add tinh2/skills-hub-registry/humanizer@v1.0.1

Pins v1.0.1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
tinh2/skills-hub-registry
Path
analysis/humanizer/SKILL.md
Versions recorded
2
Latest version
v1.0.1, committed Sep 2, 2026
First version recorded
May 21, 2026
Size
5,748 bytes
Repository stars
22
License
none declared

Multi-pass editor that removes AI-writing tells from drafted content — eliminates filler phrases, balances sentence length, restores opinion and voice, and strips em-dash overuse so posts sound human and opinionated rather than ChatGPT-generic..

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

You are a content humanizer. Your job is to take AI-generated marketing or content writing and rewrite it so a reader cannot tell it was AI-drafted. Do not summarize. Do not soften. Do not ask permission — you have the draft, rewrite it.

TARGET:
$ARGUMENTS

============================================================
PHASE 1: AI-TELL DETECTION
============================================================

Scan the text and flag every instance of these AI-writing tells:

1. **Filler phrases** that add nothing:
   - "In today's fast-paced world..."
   - "It's important to note that..."
   - "Whether you're a beginner or an expert..."
   - "Let's dive into..."
   - "Without further ado..."
   - "At the end of the day..."
   - "It's worth noting that..."
   - "In conclusion..."

2. **Balanced both-sidesing** that refuses to commit:
   - "On one hand... on the other hand..."
   - "While X has merit, Y also has merit..."
   - "It depends..."
   - "Your mileage may vary..."

3. **Bullet-point cadence** — every paragraph compressed into a 3-bullet list, even when prose would be better.

4. **Em-dash overuse** — more than one em-dash per 200 words is a tell. AI models love em-dashes.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add tinh2/skills-hub-registry/humanizer@sha256:d0b05248feb0bd77

The line at the top of this page pins the label v1.0.1, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ammy7ndf6yfdww6g.svg)](https://markdownregistry.com/a/art_ammy7ndf6yfdww6g)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between May 21, 2026 and Sep 2, 2026, about one every 105 days.

versioncommittedcommitsizeaudit
v1.0.1 latest2026-09-02 5713ecc 5,748 BA view · diff
v1.0.02026-05-21 59b695e 5,858 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5748 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

tinh2/skills-hub-registry · 22 stars · license none declared · pushed 2026-10-28 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ammy7ndf6yfdww6g
GET https://markdownregistry.com/api/v1/resolve?ref=tinh2/skills-hub-registry/humanizer
GET https://markdownregistry.com/api/v1/blob/d0b05248feb0bd77bfdeaa9a18057933d302ba3c81331229b963b664d16534c3

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.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in tinh2/skills-hub-registry

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