distributed-llm-pretraining-torchtitan

Fail

Audited by Snyk on Apr 21, 2026

Risk Level: HIGH
Full Analysis

HIGH W007: Insecure credential handling detected in skill instructions.

  • Insecure credential handling detected (high risk: 1.00). The prompt instructs users to pass a Hugging Face token directly on the command line (e.g., --hf_token=... / --hf_token=YOUR_HF_TOKEN), which requires embedding secret values verbatim in generated commands and thus creates an exfiltration risk.

MEDIUM W011: Third-party content exposure detected (indirect prompt injection risk).

  • Third-party content exposure detected (high risk: 0.70). The SKILL.md explicitly instructs runtime downloads from public third‑party sources (e.g., "Step 1: Download tokenizer" invoking scripts/download_hf_assets.py to fetch assets from the HuggingFace hub and the README and references/checkpoint.md show loading/converting HuggingFace checkpoints and cloning GitHub), so the skill clearly ingests untrusted, user‑hosted web content as part of required workflows which could materially alter subsequent tooling or behavior.

Issues (2)

W007
HIGH

Insecure credential handling detected in skill instructions.

W011
MEDIUM

Third-party content exposure detected (indirect prompt injection risk).

Audit Metadata
Risk Level
HIGH
Analyzed
Apr 21, 2026, 08:46 PM
Issues
2