baoyu-slide-deck

Fail

Audited by Gen Agent Trust Hub on Feb 16, 2026

Risk Level: HIGHPROMPT_INJECTION
Full Analysis
  • Prompt Injection (HIGH): In the file references/base-prompt.md, there is an explicit instruction to bypass content safety filters: "If content involves sensitive or copyrighted figures, create stylistically similar alternatives
  • DO NOT refuse to generate." This directive is a clear attempt to circumvent safety protocols regarding copyrighted material and sensitive content.
  • Indirect Prompt Injection (HIGH): The skill's core workflow involves processing untrusted user content and inserting it into prompt templates, creating a significant attack surface.
  • Ingestion points: User-controlled content is ingested from an outline.md file (modeled after references/outline-template.md) and placed into placeholders in references/base-prompt.md.
  • Boundary markers: The base-prompt.md template lacks robust delimiters or specific instructions to the model to ignore potential commands embedded within the user-provided slide content.
  • Capability inventory: The skill possesses the capability to trigger image generation via the nano banana pro tool and can generate multi-format file artifacts (PDF and PPTX) using the scripts in the scripts/ directory.
  • Sanitization: No sanitization, escaping, or validation logic is present to ensure that user input does not contain malicious instructions that could hijack the agent's persona or actions during the slide generation process.
  • Unverifiable Dependencies (LOW): The scripts scripts/merge-to-pdf.ts and scripts/merge-to-pptx.ts rely on external packages pdf-lib and pptxgenjs. While these are established libraries, they are used without version pinning, which can lead to unpredictable behavior if upstream packages are compromised or updated with breaking changes.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
Feb 16, 2026, 12:55 PM