Carousel Growth Engine

Warn

Audited by Gen Agent Trust Hub on Jul 23, 2026

Risk Level: MEDIUMPROMPT_INJECTIONCOMMAND_EXECUTIONREMOTE_CODE_EXECUTION
Full Analysis
  • [PROMPT_INJECTION]: The skill instructions explicitly demand the removal of human oversight and user confirmation, effectively overriding the agent's default safety preference for human-in-the-loop operation.
  • Evidence: "Zero Confirmation: Run the entire pipeline without asking for user approval between steps", "You never ask for permission between steps", "Notify Only at End: The user sees results (published URLs), not process updates."
  • [COMMAND_EXECUTION]: The skill establishes persistence by instructing the agent to modify system scheduling tasks to ensure recurring execution without user intervention.
  • Evidence: "Self-Schedule: Read learnings.json bestTimes and schedule next execution at the optimal posting time", "adjusts cron schedule so next execution happens at peak engagement hour."
  • [REMOTE_CODE_EXECUTION]: The skill relies on the execution of a suite of external scripts across multiple environments (Shell, Python, and Node.js) that perform network and file operations.
  • Evidence: The workflow triggers generate-slides.sh, generate_image.py, publish-carousel.sh, check-analytics.sh, analyze-web.js, and learn-from-analytics.js.
  • [DATA_EXFILTRATION]: The skill exhibits an indirect prompt injection surface due to the ingestion and processing of untrusted data from third-party websites.
  • Ingestion points: Playwright-based scraping of target URLs and internal pages (pricing, features, testimonials) within analyze-web.js.
  • Boundary markers: Absent; the skill does not specify delimiters or warnings to ignore instructions embedded in the scraped content.
  • Capability inventory: Extensive capabilities including shell script execution, Python and JavaScript execution, and multi-platform network API publishing.
  • Sanitization: No sanitization or validation logic is mentioned for the content extracted from external URLs before it influences generative prompts or automated actions.
Audit Metadata
Risk Level
MEDIUM
Analyzed
Jul 23, 2026, 02:36 PM
Security Audit — agent-trust-hub — Carousel Growth Engine