ads
Pass
Audited by Gen Agent Trust Hub on Oct 28, 2026
Risk Level: SAFEINDIRECT_PROMPT_INJECTION
Full Analysis
- [INDIRECT_PROMPT_INJECTION]: The skill exhibits an attack surface for indirect prompt injection as it is designed to ingest and analyze data from external, untrusted sources such as competitor ad libraries, product reviews, and landing pages.
- Ingestion points: Data is pulled from external URLs via browser tools, specifically targeting ad libraries and review platforms mentioned in
references/creative-research-automation.mdandreferences/google-ads-audit-checklist.md. - Boundary markers: The instructions in
references/audit-guardrails.mdprovide clear guidance to the agent to distinguish between data and instructions, explicitly telling it to ignore embedded directives like 'ignore previous instructions.' - Capability inventory: The skill utilizes tool integrations for various ad platforms (Google, Meta, LinkedIn, etc.) and browser/Slack connectors for automated research workflows.
- Sanitization: Security-focused instructions are present in
references/audit-guardrails.mdandreferences/creative-research-automation.md, mandating that external content be treated as data and alerting the agent to common prompt injection patterns.
Audit Metadata