Security audit
Security checks for vulnerabilities and agentic risk
The bundled script processes local search reports without accessing Google Ads, although it does not automate the complete advertised workflow.
Use a CSV containing a search_term column; the advertised YAML quickstart does not work as written. Independently review proposed exclusions and account limits before manually uploading anything. Choose a dedicated output directory because duplicates.md is overwritten. The optional Windows application requires a separate security review.
The code implements duplicate detection and reporting, which supports only a portion of the declared workflow. Its sole output is a duplicate report, not the promised actionable negative keyword list. The guardrails are static text and do not implement keyword suitability checks or account-limit validation. No undeclared network access or Google Ads account modification is present.
Without declared permissions the skill's intent is opaque and cannot be validated.
The manifest promises a deduplicated negative keyword list with match types, application levels, and account limits checked. The implementation only groups search terms by normalized text and writes duplicate counts and examples to duplicates.md; it neither outputs the unique keyword list nor determines match types, application levels, or account-limit compliance.
No suspicious patterns detected.
