MIT-licensed Russian AI-writing humanizer that drops into DeepSeek Harness as a dsh plugin (or a global `~/.agents/skills` skill). Text-only, no code execution, no network; 38 patterns + 39 class A/B regex markers with a CI gate for your own repos.
DSH integration
Native runtime
Author-claimed
Safety audit
Unaudited
Last verified
2026-08-25
License
MIT
01What can it help you accomplish?
Rewrite Russian AI-generated text into natural, human-sounding prose
Edited Russian text with machine-generation markers and stock phrasing removed, meaning preserved
Russian-language writers, editors and AI agents who need text that reads as genuinely human-written
Detect machine-generation markers and soft signals in Russian text
List of class A/B regex markers and soft-signal counts found, with decision-tree thresholds
Reviewers and auditors checking whether Russian text is AI-generated before publishing
Run a reusable CI gate over your own repo's Markdown for AI-writing traces
GitHub Actions status that fails on hard class-A markers or when the soft-signal count crosses the threshold
Teams maintaining Russian-language docs who want an automated check for AI-generation artifacts
02How to install into DeepSeek Harness
Prerequisites
- DeepSeek Harness (dsh) — the skill installs as a dsh plugin; verified with dsh 0.1.0-rc.6
- `pnpm` on PATH — required to install the bundle from the `dsh/` subdirectory via the plugin manager
Installation steps
- 01
Global install: `mkdir -p ~/.agents/skills && git clone --branch v3.14.0 --depth 1 https://github.com/Vladimir-Human/humanizer-ru.git ~/.agents/skills/humanizer-ru`
- 02
Or as a dsh plugin bundle: `dsh plugin --profile web add "github:Vladimir-Human/humanizer-ru#path:/dsh"`
$ dsh plugin --profile web add "github:Vladimir-Human/humanizer-ru#path:/dsh"
Verify the integration
Not specified by the author
Rollback
- Remove the dsh bundle: `dsh plugin --profile web remove humanizer-ru-dsh`
- For the global install, delete `~/.agents/skills/humanizer-ru`
03DSH integration and capability boundaries
Installs as a dedicated dsh plugin bundle from the `dsh/` subdirectory (`dsh plugin --profile web add github:Vladimir-Human/humanizer-ru#path:/dsh`) or as a global skill under `~/.agents/skills`.
Russian AI-text humanizer
a ready-made fragment of Russian text (or a request to rewrite)→the same text rewritten in natural Russian, stock phrasing and markers removed, meaning intact
Regex marker detector (classes A & B)
Russian text or files to scan→matches for 39 class A/B regex markers (copy-paste artifacts and contextual indicators)
Reusable CI gate (composite action)
your repository's Markdown files (a GitHub Actions workflow)→pass/fail CI status on machine-generation markers, with `fail-on: class-a` or `soft-threshold`
04Who is it for? When not to use it?
Good for
- Russian-language writers, editors and AI agents who need text that reads as genuinely human-written
- Reviewers and auditors checking whether Russian text is AI-generated before publishing
- Teams maintaining Russian-language docs who want an automated check for AI-generation artifacts
Not for
- With `dsh plugin add` you get the default branch; trying to also pin a release tag silently drops the `dsh/` subdirectory — pnpm returns 0 but the profile ends up with no skill layer. Pin a tested state via the `git clone --branch v3.14.0` global-install path instead.
- The dsh integration is a developer preview: breaking changes are promised, so for any other dsh version check that version's documentation before relying on it.
05Compatibility, maintenance and safety notes
- With `dsh plugin add` you get the default branch; trying to also pin a release tag silently drops the `dsh/` subdirectory — pnpm returns 0 but the profile ends up with no skill layer. Pin a tested state via the `git clone --branch v3.14.0` global-install path instead.
- The dsh integration is a developer preview: breaking changes are promised, so for any other dsh version check that version's documentation before relying on it.
- DeepSeek Harness does not scan `~/.claude/skills`; a skill you installed there for Claude Code is invisible to dsh. Install it under `~/.agents/skills` (or per-project `.agents/skills` / `.dsh/skills`) so dsh can find it.
MIT · actively maintained (latest release v3.14.0, 2026-08-21)
06Frequently asked questions
How do I install humanizer-ru into DeepSeek Harness (dsh)?
Two ways: drop the global skill with `mkdir -p ~/.agents/skills && git clone --branch v3.14.0 --depth 1 https://github.com/Vladimir-Human/humanizer-ru.git ~/.agents/skills/humanizer-ru`, or install the dsh bundle with `dsh plugin --profile web add "github:Vladimir-Human/humanizer-ru#path:/dsh"`. dsh searches `~/.agents/skills` and the per-project `.agents/skills` / `.dsh/skills` directories.
Does the dsh bundle let me pin a release tag?
The `dsh plugin add` form takes the default branch and silently drops the `dsh/` subdirectory if you also try to pin a tag — pnpm returns 0 but the profile gets no skill layer. To pin a tested state, use the `git clone --branch v3.14.0` global-install path instead.
Is it safe to run — does it execute code or touch the network?
Yes, it's text-only: the working part is markup files, it executes no code, opens no network connection, and reads your text as data without running commands hidden inside it. The helper Python scripts only run manually or in CI.
Can I use it as a CI check on my own repo?
Yes — the repo ships a reusable composite GitHub Action (`action/`) that runs the same scripts as its own CI over your Markdown files, with `fail-on: class-a` (hard regex layer) or `soft-threshold` (counts soft signals). Text never leaves the GitHub Actions runner.
Will it change my facts or just the wording?
It removes stock phrasing and markers but does not add facts for you. Everything in the 'After' example already existed in the source; it won't fabricate content to make text sound more human.
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08Data and sources
dsh ищет скиллы в собственных каталогах. Проверено с dsh 0.1.0-rc.6.
dsh plugin --profile web add "github:Vladimir-Human/humanizer-ru#path:/dsh"
This page is generated from the project’s public documentation, repository metadata and a structured parse of DSH Plugins; last verified on 2026-08-25. Found an error? Submit a correction.
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