skills/pedronauck/skills/google-ads/Gen Agent Trust Hub

google-ads

Fail

Audited by Gen Agent Trust Hub on Sep 16, 2026

Risk Level: HIGHDATA_EXFILTRATIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [DATA_EXFILTRATION]: The skill instructs the agent to execute cat ~/.google-ads.yaml in the 'Setup Check' section of SKILL.md. This command reads the full contents of the Google Ads configuration file, which contains sensitive information including developer_token, client_id, client_secret, and refresh_token. Reading this file into the agent's context and output streams exposes these credentials to the conversation history and platform logs, significantly increasing the risk of credential theft.
  • [INDIRECT_PROMPT_INJECTION]: The skill has a significant attack surface for indirect prompt injection as it ingests untrusted data from external sources (Google Ads UI and API).
  • Ingestion points: Data is pulled from the browser via browser:snapshot and from the API via ga_service.search() in SKILL.md and references/browser-workflows.md.
  • Boundary markers: The skill does not use delimiters or instructions to ignore embedded commands within the retrieved ad data (e.g., campaign names, keyword text).
  • Capability inventory: The skill has capabilities for shell command execution, browser automation, and Python script execution for mutating account states (e.g., pausing campaigns).
  • Sanitization: There is no evidence of validation or sanitization of the campaign names or keyword text before they are processed by the agent.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
Sep 16, 2026, 04:42 PM
Security Audit — agent-trust-hub — google-ads