distributed-llm-pretraining-torchtitan

Fail

Audited by Snyk on Jun 29, 2026

Risk Level: HIGH
Full Analysis

HIGH W007: Insecure credential handling detected in skill instructions.

  • Insecure credential handling detected (high risk: 0.90). The prompt includes examples that pass a HuggingFace token directly on the command line (e.g., --hf_token=YOUR_HF_TOKEN / --hf_token=...), which requires embedding secret values verbatim in generated commands and is an insecure credential-handling pattern.

MEDIUM W012: Unverifiable external dependency detected (runtime URL that controls agent).

  • Potentially malicious external URL detected (high risk: 0.80). The skill contains explicit setup commands that fetch and install remote code at runtime—e.g., "git clone https://github.com/pytorch/torchtitan" and "USE_CPP=0 pip install git+https://github.com/pytorch/ao.git"—which will download and execute remote code as required dependencies for the workflows (not just benign documentation links).

Issues (2)

W007
HIGH

Insecure credential handling detected in skill instructions.

W012
MEDIUM

Unverifiable external dependency detected (runtime URL that controls agent).

Audit Metadata
Risk Level
HIGH
Analyzed
Jun 29, 2026, 12:54 AM
Issues
2
Security Audit — snyk — distributed-llm-pretraining-torchtitan