ai-content-detection

Pass

Audited by Gen Agent Trust Hub on Oct 24, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill processes untrusted input text for analysis and interpolates it directly into a prompt for LLM evaluation, creating a vulnerability to malicious instructions embedded in the analyzed content.
  • Ingestion points: The text input variable processed by the local analysis functions and the LLM judge pipeline in SKILL.md.
  • Boundary markers: The skill instructions suggest informing the LLM that the text is data, but the provided code snippet uses simple string interpolation without robust delimiters like XML tags or clear separators.
  • Capability inventory: Network communication and model interaction through the @anthropic-ai/sdk library.
  • Sanitization: No input sanitization or filtering is performed on the analyzed text before it is sent to the LLM judge.
  • [INDIRECT_PROMPT_INJECTION]: The metadata file _scores.json contains a pre-defined security verdict of "SAFE", which is a self-referential claim designed to influence security assessment results.
  • Ingestion points: The security.verdict field within the _scores.json file.
  • Boundary markers: None.
  • Capability inventory: None.
  • Sanitization: None.
Audit Metadata
Risk Level
SAFE
Analyzed
Oct 24, 2026, 11:41 AM