hebrew-nlp-toolkit
Pass
Audited by Gen Agent Trust Hub on Sep 16, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill provides documentation and scripts centered around the 'skills-il' vendor ecosystem and well-known Hebrew NLP research institutions (Dicta, Bar-Ilan University, ivrit.ai). All referenced HuggingFace model IDs and external URLs point to legitimate, high-reputation resources within the Israeli NLP community.
- [COMMAND_EXECUTION]: Provides standard
Bash(python:*)andBash(pip:*)tools for model inference and package management. These are used logically for loading NLP models via thetransformerslibrary and running the provided preprocessing script. - [EXTERNAL_DOWNLOADS]: Downloads NLP models from HuggingFace (
dicta-il/*,ivrit-ai/*,onlplab/alephbert-base). These are well-known, trusted research organizations in the AI domain. - [DYNAMIC_EXECUTION]: Mentions the requirement for
trust_remote_code=Truewhen loading specific character-level models from Dicta (dictabert-large-char-menaked) because they contain custom prediction logic. The skill correctly cautions the user to review the model card before enabling this standard HuggingFace feature. - [SAFE]: The preprocessing script (
scripts/preprocess_hebrew.py) is a clean implementation using only Python's standard library to handle UTF-8 normalization and regex-based cleaning of Hebrew diacritics.
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