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Warn

Audited by Gen Agent Trust Hub on Oct 13, 2026

Risk Level: MEDIUMCOMMAND_EXECUTIONDYNAMIC_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [COMMAND_EXECUTION]: The skill constructs shell commands to invoke audience-simulator.py, passing user-supplied "stimulus" and "questions" as arguments. This pattern is susceptible to command injection if the input contains shell-sensitive characters like semicolons, backticks, or pipes.
  • [DYNAMIC_EXECUTION]: The skill performs runtime assembly of executable commands using python "${CLAUDE_PLUGIN_ROOT}/scripts/audience-simulator.py" with arguments derived from external user input.
  • [INDIRECT_PROMPT_INJECTION]: The skill ingests untrusted data (stimuli and questions) which are then processed by AI personas, potentially influencing the agent's behavior or output structure.
  • Ingestion points: The stimulus and questions fields provided by the user (as described in SKILL.md).
  • Boundary markers: None are specified to delimit user content from instructions.
  • Capability inventory: The skill executes shell commands via python scripts and reads/writes brand profile files.
  • Sanitization: No sanitization or escaping of the stimulus or questions is described before they are passed to the script or the personas.
Audit Metadata
Risk Level
MEDIUM
Analyzed
Oct 13, 2026, 09:31 AM