topic-modeler

Pass

Audited by Gen Agent Trust Hub on Feb 15, 2026

Risk Level: LOWEXTERNAL_DOWNLOADS
Full Analysis
  • [EXTERNAL_DOWNLOADS] (LOW): The script automatically downloads the 'stopwords' dataset from NLTK.
  • Evidence: nltk.download('stopwords') in scripts/topic_modeler.py.
  • Mitigation: Downgraded to LOW/INFO as NLTK is a trusted organization for linguistic data.
  • [INDIRECT_PROMPT_INJECTION] (LOW): The skill processes external text data which could contain malicious instructions.
  • Ingestion points: Reads CSV files via pd.read_csv in scripts/topic_modeler.py.
  • Boundary markers: None present.
  • Capability inventory: Only local file system writes (JSON output); no network exfiltration or command execution capabilities.
  • Sanitization: Basic tokenization and punctuation stripping are performed, but do not filter for instructions.
  • Assessment: Tier LOW (External content + internal influence only). Results are used for data visualization and keyword extraction.
Audit Metadata
Risk Level
LOW
Analyzed
Feb 15, 2026, 11:35 PM