algo-nlp-summarization
Pass
Audited by Gen Agent Trust Hub on Apr 10, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill is a legitimate implementation guide for NLP summarization. It correctly implements graph-based algorithms (TextRank) and references industry-standard transformer models for abstractive tasks.
- [EXTERNAL_DOWNLOADS]: The skill references standard machine learning models hosted on Hugging Face (e.g.,
cross-encoder/nli-deberta-v3-base,facebook/bart-large-mnli,all-MiniLM-L6-v2). Hugging Face is a well-known and trusted service in the AI community. The use of these models is standard practice and follows the intended purpose of the skill. - [COMMAND_EXECUTION]: The provided Python code snippets use standard libraries (
math,re,collections,transformers,spacy) for algorithmic processing. No dangerous shell commands, privilege escalation, or persistence mechanisms are present. - [DATA_EXFILTRATION]: There is no evidence of sensitive data access or unauthorized network operations. The network activity is limited to downloading pre-trained models from established repositories.
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