pytorch-lightning

Pass

Audited by Gen Agent Trust Hub on Sep 25, 2026

Risk Level: SAFEMETADATA_POISONINGINDIRECT_PROMPT_INJECTIONDYNAMIC_EXECUTION
Full Analysis
  • [METADATA_POISONING]: The metadata in SKILL.md lists the author as 'K-Dense Inc.', which does not match the system author context 'eturkes'. This inconsistency may lead to confusion regarding the skill's origin.
  • [INDIRECT_PROMPT_INJECTION]: The skill's architecture is built around processing external data, which introduces a surface for indirect prompt injection attacks.
  • Ingestion points: scripts/template_datamodule.py and references/data_module.md provide templates for loading data from local paths and remote URLs.
  • Capability inventory: The skill is configured with the Bash tool, meaning that if a malicious instruction were successfully injected via processed data, it could potentially lead to command execution.
  • Boundary markers: There are no specific delimiters or instructions provided to the agent to treat external data as untrusted or to ignore instructions contained within it.
  • Sanitization: The provided code templates do not include validation or sanitization logic for ingested data.
  • [DYNAMIC_EXECUTION]: The skill instructions (e.g., in references/lightning_module.md) describe the use of load_from_checkpoint. This function typically uses torch.load, which is based on the pickle module and is vulnerable to arbitrary code execution if used to load untrusted model files.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 25, 2026, 02:35 PM