skills/octavehq/lfgtm/ads/Gen Agent Trust Hub

ads

Pass

Audited by Gen Agent Trust Hub on Sep 27, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTIONDYNAMIC_EXECUTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill is designed to ingest and summarize external data sources, including prospect transcripts and emails, to drive ad copy generation. This pattern creates a vulnerability where instructions embedded in those external sources could potentially manipulate the agent's behavior.
  • Ingestion points: Data is retrieved via tools such as list_findings and search_knowledge_base, as well as from research findings referenced in references/task-method.md.
  • Boundary markers: There are no explicit instructions or delimiters defined to isolate the untrusted transcript data from the system's core instructions.
  • Capability inventory: The skill utilizes a local script scripts/creative.py to write CSV files and is instructed to generate self-contained HTML decks, both of which involve file system operations.
  • Sanitization: The validation logic in scripts/creative.py performs length and URL scheme checks, and formatting instructions in references/google-ads-csv-format.md emphasize robust CSV quoting to prevent field injection.
  • [DYNAMIC_EXECUTION]: The documentation for the Google Ads Editor format recommends that the agent generate and execute a Python script at runtime to facilitate the creation of UTF-16 tab-separated files.
  • Evidence: The references/google-ads-editor-format.md file contains a Python code block and instructions to use a bash tool to execute it for file generation purposes.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 27, 2026, 07:24 PM