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language-detection-expert

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Hybrid language detection for Vigil Guard

Data & Analytics#polish#PII#hybrid#language-detection#langdetect
Authortbartel74
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Hybrid language detection algorithm for Vigil Guard v2.0.0 combining entity-based hints (Polish PESEL/NIP detection) with statistical analysis (langdetect) for accurate dual-language processing and 3-branch integration.

Core Features & Use Cases

  • Hybrid Detection: Entity hints + language stats for robust detection.
  • 3-Branch Integration: Language-aware routing to heuristic, semantic, and LLM branches.
  • PII Redaction Guidance: Informing which model to use for redaction decisions.

Quick Start

POST to /detect with text to obtain language, confidence, and detection method.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: language-detection-expert
Download link: https://github.com/tbartel74/Vigil-Code/archive/main.zip#language-detection-expert

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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