pp-google-ads

Warn

Audited by Snyk on Sep 19, 2026

Risk Level: MEDIUM
Full Analysis

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

  • Third-party content exposure detected (medium risk: 0.30). The skill operates a Google Ads CLI that queries campaigns, ad groups, and customer reports where third-party ad content, keywords, or customer data can be ingested and exposed to prompt injection.

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

  • Potentially malicious external URL detected (medium risk: 0.30). The skill instructs the agent to install an external CLI and Go module from GitHub (github.com/mvanhorn/printing-press-library/...), which is an unofficial third-party repository providing executable runtime code.

MEDIUM W009: Direct money access capability detected (payment gateways, crypto, banking).

  • Direct money access detected (high risk: 1.00). The skill provides a CLI interface for the Google Ads API (google-ads-pp-cli). It includes tools for managing campaigns, budgets, ad groups, and billing operations (such as creating/canceling billing setups via customers-billing-setups and account budget proposals via customers-account-budget-proposals). Managing budgets and billing setups in an advertising platform constitutes Direct Financial Execution Authority (modifying advertising budgets and financial account setups).

Issues (3)

W011
MEDIUM

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

W012
MEDIUM

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

W009
MEDIUM

Direct money access capability detected (payment gateways, crypto, banking).

Audit Metadata
Risk Level
MEDIUM
Analyzed
Sep 19, 2026, 05:50 PM
Issues
3