paper-review-panel

Pass

Audited by Gen Agent Trust Hub on Aug 24, 2026

Risk Level: SAFE
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill workflow involves ingesting and analyzing untrusted external artifacts, including compiled PDFs, LaTeX source files, and experimental logs. While the instructions focus on objective synthesis, these artifacts represent a surface where hidden malicious instructions could attempt to influence the agent's behavior.
  • Ingestion points: SKILL.md instructs the agent to read paper source text, bibliography, figure/table sources, and result artifacts to verify claims.
  • Boundary markers: The prompt instructions lack explicit delimiters or safety warnings to treat paper content strictly as untrusted data, which is a common pattern for mitigating injection.
  • Capability inventory: The skill utilizes tool calls to $research-evidence for literature audits and is configured for implicit invocation as defined in agents/openai.yaml.
  • Sanitization: There are no provisions for sanitizing or filtering the content of the research artifacts before they are processed by the agent.
Audit Metadata
Risk Level
SAFE
Analyzed
Aug 24, 2026, 02:17 AM