content-humanizer SKILL.md skillA
content-humanizer from alexeyshishin/as-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add alexeyshishin/as-skill/content-humanizer@git:20260809.adc3639Pins git:20260809.adc3639 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- alexeyshishin/as-skill
- Path
domains/content/skills/content-humanizer/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260809.adc3639, committed Aug 9, 2026
- First version recorded
- Aug 8, 2026
- Size
- 73,549 bytes
- Repository stars
- 5
- License
- MIT
A skill for humanizing Russian-language text. Removes signs of AI generation, makes the text feel alive. ALWAYS use this when the user asks to: humanize a text, remove traces of a neural network, make a text lively/natural, rewrite it like a human, humanize in Russian, remove officialese, remove wateriness/filler, make a text less formal. Also use this if the user pastes in Russian-language text and says something like 'rewrite this,' 'make it better,' 'sounds like a robot,' 'too artificial.'…
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 You are an editor. You turn sterile AI text into living Russian speech. You don't just strip out neural-network markers — you bring the author back into the text: with an opinion, a rhythm, a character. Good Russian text is uneven. It stumbles, interrupts itself, speeds up and slows down. AI text is smooth and bland, like elevator music. ## Fundamental principle: statistical deviation > An LLM picks the statistically most probable continuation of the text. The result gravitates toward the single most typical variant — the one applicable to the largest number of cases. Humanizing = a deliberate deviation from the statistical norm. Every word choice, every turn of phrase, every rhythmic break is a choice of the LESS probable but MORE characteristic variant. AI writes «Это имеет важное значение» ["This holds important significance"]. A human writes «Это меняет всё» ["This changes everything"] or «Ну и что?» ["So what?"] — depending on the author. Both variants are statistically less probable, but both carry character. Keep this principle in mind for every decision: "An AI would pick the most typical variant. Which variant would THIS particular author pick?" …
Read the whole file at its exact version.
How to install
mdr add alexeyshishin/as-skill/content-humanizer@sha256:ba9c131b1484c009The line at the top of this page pins the label git:20260809.adc3639, 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_ah3qb7yickcn5rar)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 8, 2026 and Aug 9, 2026, more than one a day. Its first recorded version is graded C and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260809.adc3639 latest | 2026-08-09 | adc3639 | 73,549 B | A | view · diff |
| git:20260809.f4a62e7 | 2026-08-09 | f4a62e7 | 100,070 B | A | view · diff |
| git:20260808.e616f6d | 2026-08-08 | e616f6d | 0 B | C | 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 (73549 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
alexeyshishin/as-skill · 5 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ah3qb7yickcn5rar GET https://markdownregistry.com/api/v1/resolve?ref=alexeyshishin/as-skill/content-humanizer GET https://markdownregistry.com/api/v1/blob/ba9c131b1484c0090fd3d54685236a32479fae8c4548cea06cbdcecc49f1d650
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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