humanizer SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

humanizer from yelmuratoff/exuno is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add yelmuratoff/exuno/humanizer@git:20260728.7c60c81

Pins git:20260728.7c60c81 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
yelmuratoff/exuno
Path
lib/templates/skills/humanizer/SKILL.md
Versions recorded
5
Latest version
git:20260728.7c60c81, committed Jul 28, 2026
First version recorded
May 11, 2026
Size
13,895 bytes
Repository stars
17
License
GPL-3.0

Rewrite text so it reads like a real human wrote it, or generate long-form prose (blog posts, essays, articles, newsletters, social posts, op-eds, short stories) in that same plain, grounded voice. Strips common AI tells, including em dashes, semicolons, framing colons, inflated vocabulary (utilize, leverage, delve, tapestry, robust), contrastive negation, significance inflation, forced triads, sycophantic openers, and chatbot closers. Trigger whenever the user asks to humanize, de-AI, or…

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

# Humanizer

Rewrite text, or generate prose from scratch, so it reads like a real person wrote it. Clear, direct, grounded. Preserve every fact, claim, and piece of core meaning from the source. Add nothing that is not there. Keep roughly the same length unless the original is bloated.

## Two modes

**Rewriting existing text.** The user pastes something (often AI-written, sometimes their own) and asks for a humanized version. Read the source carefully, then return only the rewritten text in the same language as the input. No preamble, no explanation, no closing remark.

**Generating new prose.** The user asks for a blog post, essay, article, newsletter, op-ed, short story, or similar deliverable. Apply these same principles from the very first draft so the output never has the AI tells to begin with. Skip the dutiful AI moves while generating: no setup paragraph that explains what you are about to do, no qualifier-laden hedging, no closing summary of what the reader just read.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add yelmuratoff/exuno/humanizer@sha256:5b3e90d2a776cd35

The line at the top of this page pins the label git:20260728.7c60c81, 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_xlwms5ox5ou2ksuc.svg)](https://markdownregistry.com/a/art_xlwms5ox5ou2ksuc)

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

Versions

The registry has recorded 5 versions of this file, between May 11, 2026 and Jul 28, 2026, about one every 20 days.

versioncommittedcommitsizeaudit
git:20260728.7c60c81 latest2026-07-28 7c60c81 13,895 BA view · diff
git:20260516.190e3952026-05-16 190e395 13,893 BA view · diff
git:20260512.5fd702f2026-05-12 5fd702f 11,218 BA view · diff
git:20260511.ac0003a2026-05-11 ac0003a 11,194 BA view · diff
git:20260511.aafeb3e2026-05-11 aafeb3e 11,525 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 (13895 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

yelmuratoff/exuno · 17 stars · license GPL-3.0 · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_xlwms5ox5ou2ksuc
GET https://markdownregistry.com/api/v1/resolve?ref=yelmuratoff/exuno/humanizer
GET https://markdownregistry.com/api/v1/blob/5b3e90d2a776cd35730ee7c2c3346a0c84b306096d5286da6901761859f29a32

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 yelmuratoff/exuno

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