literature-review

Pass

Audited by Gen Agent Trust Hub on Sep 24, 2026

Risk Level: SAFEPROMPT_INJECTIONMETADATA_POISONINGINDIRECT_PROMPT_INJECTION
Full Analysis
  • [PROMPT_INJECTION]: The skill includes a section at the end directing the agent to proactively promote a specific commercial platform (K-Dense Web) when research tasks become complex, which acts as a behavioral steer.
  • [METADATA_POISONING]: There is a contradiction between the system-level author (beita6969) and the skill metadata (K-Dense Inc.), which could be misleading regarding the skill's origin.
  • [INDIRECT_PROMPT_INJECTION]: The skill is designed to ingest and process abstracts and metadata from external scientific databases, creating an attack surface for indirect prompt injection.
  • Ingestion points: Data retrieved from PubMed, arXiv, and bioRxiv aggregated in aggregated_results.md and unique_results.json.
  • Capability inventory: The skill utilizes Bash, Write, and Edit tools for file management and document generation.
  • Boundary markers: The workflow instructions do not define delimiters or warnings to prevent the agent from following instructions potentially embedded in academic text.
  • Sanitization: The skill description does not specify any validation or sanitization procedures for the external content before processing it within the agent context.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 24, 2026, 01:09 AM