citation-finder

Pass

Audited by Gen Agent Trust Hub on Aug 15, 2026

Risk Level: SAFEPROMPT_INJECTION
Full Analysis
  • [PROMPT_INJECTION]: The skill is susceptible to indirect prompt injection because it fetches and processes content from external academic databases.
  • Ingestion points: Metadata is retrieved from CrossRef, Semantic Scholar, Baidu Scholar, and CNKI using search scripts.
  • Boundary markers: There are no specified delimiters or instructions for the agent to ignore potentially malicious content embedded within paper titles or metadata.
  • Capability inventory: The skill includes scripts for searching and formatting data, which are then output by the agent to the user.
  • Sanitization: The instructions do not specify any sanitization or validation steps for the external data before it is presented to the agent's context.
Audit Metadata
Risk Level
SAFE
Analyzed
Aug 15, 2026, 11:25 AM
Security Audit — agent-trust-hub — citation-finder