paper-review

Fail

Audited by Gen Agent Trust Hub on Feb 19, 2026

Risk Level: HIGHDATA_EXFILTRATIONPROMPT_INJECTION
Full Analysis
  • [Data Exposure] (HIGH): The skill's LaTeX support feature explicitly follows \input{} and \include{} commands. This creates a high-risk Local File Inclusion (LFI) vulnerability where an attacker can submit a paper designed to read sensitive files from the environment, such as ~/.ssh/id_rsa, ~/.aws/credentials, or /etc/passwd.
  • [Indirect Prompt Injection] (LOW): The skill processes untrusted PDF and LaTeX papers that may contain malicious instructions to subvert agent behavior. Evidence Chain: 1. Ingestion points: Files provided via the /paper-review command. 2. Boundary markers: Absent; there are no delimiters to separate paper content from system instructions. 3. Capability inventory: The skill has file-read and file-write capabilities. 4. Sanitization: No evidence of sanitizing input files for embedded instructions or dangerous LaTeX commands.
  • [Metadata Analysis] (SAFE): The skill metadata and referenced conferences are informational and do not contain malicious patterns. Files SKILL.md and review-criteria.md were missing, limiting the depth of the audit.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
Feb 19, 2026, 03:56 PM