content-locale-humanize-ar SKILL.md skillA
content-locale-humanize-ar from muvon/octomind-tap is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add muvon/octomind-tap/content-locale-humanize-ar@git:20261013.a69e0bbPins git:20261013.a69e0bb in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- muvon/octomind-tap
- Path
skills/content-locale-humanize-ar/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261013.a69e0bb, committed Oct 13, 2026
- First version recorded
- Jul 5, 2026
- Size
- 2,306 bytes
- Repository stars
- 6
- License
- Apache-2.0
Per-language calibration anchors for detecting AI-slop and translationese in Arabic (ar) target text; auto-loads alongside content-locale-humanize when the target language is Arabic.
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
## Overview
Calibration anchors and current norms for Arabic (Modern Standard Arabic unless the brief names a dialect), feeding content-locale-humanize's dimensions. A calibration aid, not the checklist; reason natively beyond it.
## Rules
### AI tells
Sourcing confidence: the weakest of the set. Most published Arabic AI-word lists translate the English canon rather than report independent findings; treat any item as a hypothesis.
- Stock phrases: "في الختام" (in conclusion), "لا شك أن" (there's no doubt that).
- Lean harder on the structural checks (interference, connector density, rhythm clustering) than on vocabulary matching.
### Translationese from English
- "يتم + مصدر" passives ("يتم تحديث البيانات") where a native writer uses the internal passive or active voice ("تُحدَّث البيانات").
- "من قِبَل" as a calque of the English agent "by"; dummy "قام بـ" + noun; "حيث" as an all-purpose connector.
- English word order and stacked pronouns; Latin punctuation (, ; ?) instead of ، ؛ ؟.
### Current norms
- Register: MSA for written product, documentation, and formal copy; Gulf, Egyptian, or Levantine dialect only when the brief targets that market and channel.
…Read the whole file at its exact version.
How to install
mdr add muvon/octomind-tap/content-locale-humanize-ar@sha256:12c2fc00791d033eThe line at the top of this page pins the label git:20261013.a69e0bb, 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.
[](https://markdownregistry.com/a/art_ywd5djvxpjc7blip)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jul 5, 2026 and Oct 13, 2026, about one every 50 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261013.a69e0bb latest | 2026-10-13 | a69e0bb | 2,306 B | A | view · diff |
| git:20260918.40e721d | 2026-09-18 | 40e721d | 1,675 B | A | view · diff |
| git:20260705.55c3380 | 2026-07-05 | 55c3380 | 1,678 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2306 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
muvon/octomind-tap · 6 stars · license Apache-2.0 · pushed 2026-11-08 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_ywd5djvxpjc7blip GET https://markdownregistry.com/api/v1/resolve?ref=muvon/octomind-tap/content-locale-humanize-ar GET https://markdownregistry.com/api/v1/blob/12c2fc00791d033e0ce54f3472b0506f32c2886f6016fa269ff132f53d5fed0b
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.