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 viacustomers-billing-setupsand account budget proposals viacustomers-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
MEDIUMThird-party content exposure detected (indirect prompt injection risk).
W012
MEDIUMUnverifiable external dependency detected (runtime URL that controls agent).
W009
MEDIUMDirect money access capability detected (payment gateways, crypto, banking).
Audit Metadata