survey-generation

Pass

Audited by Gen Agent Trust Hub on Feb 20, 2026

Risk Level: SAFEPROMPT_INJECTIONCOMMAND_EXECUTIONEXTERNAL_DOWNLOADS
Full Analysis
  • [PROMPT_INJECTION] (LOW): Susceptible to indirect prompt injection where malicious instructions embedded in academic abstracts could influence the LLM's output. Ingestion points: Semantic Scholar and arXiv search results. Boundary markers: None specified. Capability inventory: Execution of local Python scripts and file system writes for paper generation. Sanitization: No evidence of input filtering or sanitization of external metadata.\n- [COMMAND_EXECUTION] (SAFE): Executes a local Python script search_semantic_scholar.py. The script path is relative to the user's skill directory and is used to facilitate the primary academic search function.\n- [EXTERNAL_DOWNLOADS] (SAFE): Accesses Semantic Scholar and arXiv APIs to retrieve research data. These are trusted academic sources and the skill does not execute code downloaded from these locations.
Audit Metadata
Risk Level
SAFE
Analyzed
Feb 20, 2026, 05:23 AM