tt-humanizer

Pass

Audited by Gen Agent Trust Hub on Sep 7, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTIONDYNAMIC_EXECUTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill processes user-provided TikTok scripts and captions, which serves as a surface for indirect prompt injection. Malicious instructions could be embedded within the script to manipulate the agent, especially given its capabilities to interact with external tools and publishing layers.
  • Ingestion points: Untrusted scripts and captions are ingested via the tt-humanizer <script> input defined in SKILL.md.
  • Boundary markers: The skill lacks explicit delimiters or instructions for the agent to ignore any command-like text within the user scripts.
  • Capability inventory: The agent has access to image generation and refinement via lib.illustrate and refine in sub-skills/illustration.md, and mentions a 'Publora' publishing layer.
  • Sanitization: There is no documentation of sanitization or filtering of the script content before it is processed by the agent's logic.
  • [DYNAMIC_EXECUTION]: The skill contains Python code snippets in references/scrub-rules.md and sub-skills/illustration.md that define core logic for script scoring and tool invocation. These snippets represent a dynamic execution pattern where the agent follows structured code templates to perform its tasks, such as regex-based text analysis and image generation through internal libraries.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 7, 2026, 07:33 AM
Security Audit — agent-trust-hub — tt-humanizer