tao-run-automl

Fail

Audited by Snyk on Jun 18, 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 explicitly mandates prompting for and resolving llm_api_key (and the llm endpoint/model) before generating runner scripts, which requires the agent to accept an API key and likely embed or use it in generated commands/scripts rather than keeping it strictly as an environment-only secret.

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

  • Potentially malicious external URL detected (high risk: 0.90). The skill calls external LLM endpoints at runtime (e.g., https://inference-api.nvidia.com and the hardcoded fallback https://integrate.api.nvidia.com/v1) for the llm/hybrid/autoresearch algorithms, and responses from those endpoints directly drive hyperparameter proposals and agent decisioning, so they are runtime external dependencies that control prompts/behavior.

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 18, 2026, 04:35 PM
Issues
2
Security Audit — snyk — tao-run-automl