scholar-evaluation

Pass

Audited by Gen Agent Trust Hub on Sep 26, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill framework is designed to ingest and analyze untrusted scholarly documents (e.g., research papers, proposals), creating a potential attack surface for indirect prompt injection where malicious instructions could be embedded in the research text.\n
  • Ingestion points: The skill primarily processes user-provided scholarly work, as defined in the evaluation workflow in SKILL.md.\n
  • Boundary markers: The instructions lack explicit boundary markers or "ignore embedded instructions" warnings for the agent when processing the external documents.\n
  • Capability inventory: The skill utilizes a local Python script scripts/calculate_scores.py which has the capability to write files to the local file system via the --output flag.\n
  • Sanitization: No evidence of input sanitization or content filtering is performed on the ingested research text before it is processed or used to generate reports.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 26, 2026, 02:26 PM