experiment-tracking-swanlab

Pass

Audited by Gen Agent Trust Hub on Oct 1, 2026

Risk Level: SAFE
Full Analysis
  • [SAFE]: The skill is a documentation and integration guide for the SwanLab experiment tracking platform. All provided code examples use the official SwanLab API and established machine learning frameworks.
  • [CREDENTIALS_SAFE]: The skill correctly instructs users to manage sensitive credentials using environment variables (e.g., os.environ["SWANLAB_API_KEY"]) rather than hardcoding secrets in the code.
  • [EXTERNAL_DOWNLOADS]: The skill references standard, well-known Python packages (swanlab, pillow, soundfile, transformers, pytorch-lightning, fastai) from official registries.
  • [INDIRECT_PROMPT_INJECTION]: While the skill handles external data (logging text, images, and audio), the data is used for visualization and tracking purposes only and does not influence the agent's control flow or security boundaries.
Audit Metadata
Risk Level
SAFE
Analyzed
Oct 1, 2026, 07:50 AM
Security Audit — agent-trust-hub — experiment-tracking-swanlab