scholar-evaluation

Pass

Audited by Gen Agent Trust Hub on Oct 5, 2026

Risk Level: SAFECOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [COMMAND_EXECUTION]: The skill invokes local utility scripts (calculate_scores.py and generate_schematic.py) to process scoring data and generate visual representations. These are legitimate analytical operations intended for academic work evaluation.
  • [INDIRECT_PROMPT_INJECTION]: The skill contains an attack surface for indirect prompt injection as it ingests user-provided research papers and proposals (SKILL.md workflow). While it lacks explicit boundary markers and input sanitization, the risk is considered low due to the structured, dimension-based evaluation methodology. The skill's capabilities are limited to local file reporting through its provided scripts.
  • [SAFE]: No evidence of obfuscation, remote code execution, or sensitive data exfiltration was detected. The skill relies on standard Python libraries and references peer-reviewed academic frameworks.
Audit Metadata
Risk Level
SAFE
Analyzed
Oct 5, 2026, 10:39 PM