Скилл для Claude. Убирает 54 признака нейросети в русском тексте: канцелярит, кальки, фингерпринты ChatGPT и Claude. Метит в то, что меряют GPTZero, DivEye, RuBERT: поднимает perplexity и burstiness. 20 жёстких банов, quad-pass аудит, калибровка под голос автора.
Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Agent fit
Claude Code + OpenAI Agents + Cursor
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add ilyautov/humanizer-ru
Maintenance
fresh
Pushed today
Risk
Safe to try
Stars/forks activity: 150 stars, 9 forks; issue activity unavailable in current metadata
GitHub quality
150
94/100 quality · 87/100 trust
Coverage tags
Review notes
Stars/forks activity: 150 stars, 9 forks; issue activity unavailable in current metadata
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryInstall readiness, security metadata, maintenance, and adoption risk.
Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
150 GitHub stars
Repo activity
150 stars, 9 forks
Maintenance
Pushed today
License
MIT
Install
npx skills add ilyautov/humanizer-ru
Install safety
standard package or runtime install path
Permission surface
network or browser access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add ilyautov/humanizer-ruDo not use when
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Install targets
Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.
Use the registry command when your workflow supports the OpenAgentSkill installer.
$ npx skills add ilyautov/humanizer-ruAgent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Resolve JSON
/api/agent/resolve?task=Use%20Humanizer%20Ru%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Humanizer%20Ru%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/ilyautov-humanizer-ru/install
Agent should check
Copy prompt
Task: Use Humanizer Ru in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Humanizer%20Ru%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/ilyautov-humanizer-ru/install
Install command: npx skills add ilyautov/humanizer-ru
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/ilyautov-humanizer-ru/install
LLM text format
/api/skills/ilyautov-humanizer-ru/install?format=text
Find alternatives
/api/skills/search?q=Humanizer%20Ru&limit=3
Agent prompt
Use Humanizer Ru for this task. Review https://www.openagentskill.com/api/skills/ilyautov-humanizer-ru/install, then install with: npx skills add ilyautov/humanizer-ruRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/ilyautov-humanizer-ru
LLM text
/api/registry/manifest/ilyautov-humanizer-ru?format=text
Install alias
/api/registry/install/ilyautov-humanizer-ru
Recommend
/api/registry/recommend?task=Use%20Humanizer%20Ru%20in%20an%20agent%20workflow&limit=3
Agent fit
GitHub automation
Use-case tags
Platforms
Python, Claude Code, OpenAI Agents, Cursor
Audit report
Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
GitHub automation
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
Review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
INFO150 GitHub stars
Stars/forks activity
CHECK150 stars, 9 forks; issue activity unavailable in current metadata
Recent maintenance
PASSPushed today
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Collect structured data
I need my agent to scrape websites and extract structured data from pages.
Stack fit
Inspect, patch, and verify code
A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Scrape, clean, and reuse web data
A practical stack for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.
Turn skills into distribution
A stack for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Alternative shortlist
Similar skills in this category, ranked with the same readiness and quality signals.
A comprehensive collection of ready-to-use scientific and research skills for AI agents.
A curated list of resources and tools for enhancing Claude AI workflows.
KubeSphere is a comprehensive container platform designed for managing Kubernetes across multi-cloud, datacenter, and edge environments.
# humanizer-ru: очеловечить русский AI-текст для Claude Code, Cursor, Codex и других AI-агентов
> Скилл для Claude. Убирает 54 признака нейросети в русском тексте: канцелярит, кальки, фингерпринты ChatGPT и Claude. Метит в то, что меряют GPTZero, DivEye, RuBERT: поднимает perplexity и burstiness. 20 жёстких банов, quad-pass аудит, калибровка под голос автора, eval-харнес с метриками до/после.
> [English version](README.en.md)
[](LICENSE) [](https://github.com/ilyautov/humanizer-ru/blob/main/CHANGELOG.md) [](https://github.com/ilyautov/humanizer-ru/stargazers) [](https://skills.sh/ilyautov/humanizer-ru/humanizer-ru)
<p align="center"> <a href="https://humanizer-ru.aifrontier.tech/"> <img src="assets/social-preview.png" alt="humanizer-ru: убирает следы нейросети из русского текста. 54 признака, 20 запретов, сканер в комплекте" width="720"> </a> </p>
> **Было:** «В современном мире данная технология является не просто инструментом, а стратегическим активом». > **Стало:** «Инструмент экономит команде сорок минут в день. Попробуйте теперь его у людей забрать». > > Три жёстких бана в одном предложении. [Полный разбор с режимом аудита ниже](#до-и-после).
📖 **Документация и разборы:** [humanizer-ru.aifrontier.tech](https://humanizer-ru.aifrontier.tech/): [работают ли AI-детекторы на русском](https://humanizer-ru.aifrontier.tech/ai-detektory-na-russkom.html), [54 признака AI-текста](https://humanizer-ru.aifrontier.tech/52-priznaka-ai-teksta.html), [антиплагиат и нейросеть](https://humanizer-ru.aifrontier.tech/antiplagiat-i-neyroset.html).
## Зачем это нужно
Английский [humanizer](https://github.com/blader/humanizer) для русского текста не работает. У русских AI-маркеров своя физика: канцелярит («о
Frameworks & Tools
Decision snapshot
recent repository activity
Audit snapshot
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the audit before production use.
Growth loop
Scenario-led draft for Humanizer Ru, ready for a manual X post.
Most coding agents don't fail from lack of model power. They fail when repo context disappears. Humanizer Ru gives coding agents a repeatable way to plan, patch, review, or ship. 150 stars https://www.openagentskill.com/skills/ilyautov-humanizer-ru?ref=x #AIAgents
Listing + install path for Humanizer Ru: https://www.openagentskill.com/skills/ilyautov-humanizer-ru?ref=x Install: npx skills add ilyautov/humanizer-ru
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This community indexed listing is attributed to ilyautov but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/ilyautov-humanizer-ru)
[](https://www.openagentskill.com/skills/ilyautov-humanizer-ru)
[](https://www.openagentskill.com/skills/ilyautov-humanizer-ru/audit)
[](https://www.openagentskill.com/skills/ilyautov-humanizer-ru)ilyautov✓
@ilyautov
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Review then install
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