google-ads
Warn
Audited by Snyk on Jun 28, 2026
Risk Level: MEDIUM
Full Analysis
MEDIUM W011: Third-party content exposure detected (indirect prompt injection risk).
- Third-party content exposure detected (high risk: 0.75). The required workflow uses ClawLink to access Google Ads via the user’s OAuth connection, and the LLM ingests Google Ads data returned by Google’s APIs (outsider-authored content from a third-party service) as readable text during actions like
describe/run.
MEDIUM W012: Unverifiable external dependency detected (runtime URL that controls agent).
- Potentially malicious external URL detected (high risk: 0.90). The skill invokes npx @useclawlink/cli (https://www.npmjs.com/package/@useclawlink/cli) at runtime, which fetches and executes remote npm package code and is required for the agent to perform Google Ads actions, so this is a runtime-executed external dependency.
MEDIUM W009: Direct money access capability detected (payment gateways, crypto, banking).
- Direct money access detected (high risk: 1.00). The skill explicitly provides write actions for Google Ads, including "googleads_mutate_campaigns" (create, update, or remove campaigns) and related mutate operations for ad groups/criteria. Those mutation endpoints can change campaign budgets, bids, and otherwise control ad spend. The CLI also exposes a "run" command to execute those actions (not just read-only queries). Because this is a specific integration for managing Google Ads and can directly modify budgets/ad configurations, it constitutes direct financial execution authority.
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