paper-cluster-by-theme

Pass

Audited by Gen Agent Trust Hub on Sep 21, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill processes untrusted external data in the form of research paper titles and abstracts. This creates a potential surface for indirect prompt injection, although the impact is negligible as the skill lacks dangerous capabilities.
  • Ingestion points: Step 1 instructions involve reading paper metadata including abstracts and titles.
  • Boundary markers: The workflow does not define specific delimiters or 'ignore instructions' markers for the input data.
  • Capability inventory: The skill does not utilize any subprocess calls, file-write operations, or network requests.
  • Sanitization: There are no explicit instructions for sanitizing or validating the ingested paper content.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 21, 2026, 05:59 AM
Security Audit — agent-trust-hub — paper-cluster-by-theme