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humanizer-ru

Chat paste hygiene, AI copypaste artifact cleaner, and fact verification skill for Russian and English text.

Developer ToolsSecurity & PolicySkills & WorkflowsRemote Execution
127GitHub Stars10ForksUpdated2026-09-14

Install

No clear install command was found in the current repository evidence.

Plugin Overview & Capabilities

AI-assisted organization based on the public repository snapshot. The content must be grounded in source evidence and does not replace compatibility or security verification.

source-grounded
humanizer-ru provides verifiable text hygiene tools, regex-based artifact scanning, and fact-checking utilities for Russian and English text. Designed to clean accidental copy-paste artifacts from AI chat interfaces (such as citations, invisible markers, and formatting placeholders), it runs locally via CLI, MCP server, and DeepSeek Harness compatible agent skills.

Key Capabilities

  • Scans and highlights chat interface copypaste artifacts (Class A citation marks, Class B hidden markers)
  • Performs safe in-place cleaning while preserving protected areas like code blocks, frontmatter, and URLs
  • Verifies factual integrity before and after edits using deterministic diff comparisons
  • Provides MCP protocol integration and agent skill manifests for DeepSeek Harness and compatible clients

Useful For

  • Cleaning prompt responses or chat paste artifacts before publishing content
  • Running automated text hygiene gates in CI/CD pipelines
  • Integrating copypaste sanitation and fact preservation directly into agent workflows

Who It Fits

  • Writers, editors, and educators handling AI-generated or revised text
  • Developers building automated documentation pipelines or CI hygiene gates
  • AI agent users seeking local text cleaning and fact verification

Documented Limitations

  • Does not judge text authorship or detect natively smooth paraphrased AI text
  • Semantic meaning and style rewrites are not performed automatically
  • Typographic polish commands must be run with specific preservation flags on Markdown to avoid stripping syntax

DSH Compatibility

Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.

Not tested yetNo runtime compatibility tests have been published yet.

Security Signals

Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.

License Declared

GitHub reports the repository license as MIT.

info
Package Manifest Not Found

No root package.json was captured in the latest GitHub snapshot.

info
Source Available

Public GitHub source metadata is available for this registry snapshot.

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Source & Registry Notes

Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.

Source repository
Vladimir-Human/humanizer-ru
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin
Source checked
75c7711 · 2026-10-07

This project is independently indexed from public source information. DSH Plugin is not affiliated with DeepSeek or the plugin author. Always check the author repository before installation.

Repository Activity

GitHub stars
127GitHub stars
Forks
10
Open issues
3
Last commit
2026-09-14
Last release
2026-09-13
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